task,task_normalized,dwa_title,iwa_title,gwa_title,title,title_normalized,soc_code_2010,title_current,soc_code_2019,soc_code_2019_full,broad_occ,minor_occ_category,major_occ_category,date,pct_normalized,auto_aug_mean,physical,freq_mean,importance,relevance,time_per_day,time_per_instance,eloundu_human,eloundu_gpt4,a_med_nat_2025,a_med_al_2025,a_med_ak_2025,a_med_az_2025,a_med_ar_2025,a_med_ca_2025,a_med_co_2025,a_med_ct_2025,a_med_de_2025,a_med_dc_2025,a_med_fl_2025,a_med_ga_2025,a_med_hi_2025,a_med_id_2025,a_med_il_2025,a_med_in_2025,a_med_ia_2025,a_med_ks_2025,a_med_ky_2025,a_med_la_2025,a_med_me_2025,a_med_md_2025,a_med_ma_2025,a_med_mi_2025,a_med_mn_2025,a_med_ms_2025,a_med_mo_2025,a_med_mt_2025,a_med_ne_2025,a_med_nv_2025,a_med_nh_2025,a_med_nj_2025,a_med_nm_2025,a_med_ny_2025,a_med_nc_2025,a_med_nd_2025,a_med_oh_2025,a_med_ok_2025,a_med_or_2025,a_med_pa_2025,a_med_ri_2025,a_med_sc_2025,a_med_sd_2025,a_med_tn_2025,a_med_tx_2025,a_med_ut_2025,a_med_vt_2025,a_med_va_2025,a_med_wa_2025,a_med_wv_2025,a_med_wi_2025,a_med_wy_2025,a_med_gu_2025,a_med_pr_2025,a_med_vi_2025,emp_tot_nat_2025,emp_tot_al_2025,emp_tot_ak_2025,emp_tot_az_2025,emp_tot_ar_2025,emp_tot_ca_2025,emp_tot_co_2025,emp_tot_ct_2025,emp_tot_de_2025,emp_tot_dc_2025,emp_tot_fl_2025,emp_tot_ga_2025,emp_tot_hi_2025,emp_tot_id_2025,emp_tot_il_2025,emp_tot_in_2025,emp_tot_ia_2025,emp_tot_ks_2025,emp_tot_ky_2025,emp_tot_la_2025,emp_tot_me_2025,emp_tot_md_2025,emp_tot_ma_2025,emp_tot_mi_2025,emp_tot_mn_2025,emp_tot_ms_2025,emp_tot_mo_2025,emp_tot_mt_2025,emp_tot_ne_2025,emp_tot_nv_2025,emp_tot_nh_2025,emp_tot_nj_2025,emp_tot_nm_2025,emp_tot_ny_2025,emp_tot_nc_2025,emp_tot_nd_2025,emp_tot_oh_2025,emp_tot_ok_2025,emp_tot_or_2025,emp_tot_pa_2025,emp_tot_ri_2025,emp_tot_sc_2025,emp_tot_sd_2025,emp_tot_tn_2025,emp_tot_tx_2025,emp_tot_ut_2025,emp_tot_vt_2025,emp_tot_va_2025,emp_tot_wa_2025,emp_tot_wv_2025,emp_tot_wi_2025,emp_tot_wy_2025,emp_tot_gu_2025,emp_tot_pr_2025,emp_tot_vi_2025
Accept music requests from event guests.,accept music requests from event guests,Respond to customer inquiries.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,"Entertainers and Performers, Sports and Related Workers, All Other",entertainers and performers sports and related workers all other,27-2099.00,"Disc Jockeys, Except Radio",27-2091,27-2091.00,"Miscellaneous Entertainers and Performers, Sports and Related Workers","Entertainers and Performers, Sports and Related Workers","Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.678667132704183,False,1.6759336111111112,4.28,85.48888888888888,0.2867515974096918,0.1125,E1,E1,44948.8,44948.8,44948.8,46072.0,44948.8,44948.8,43492.8,44948.8,44948.8,44948.8,34112.0,43035.2,113464.0,46446.4,47569.6,44948.8,44948.8,44948.8,44948.8,44948.8,44948.8,44948.8,44948.8,44948.8,44948.8,44948.8,32926.4,44948.8,44948.8,24960.0,44948.8,44948.8,44948.8,53060.80000000001,54704.0,44948.8,44948.8,44948.8,32344.0,44948.8,44948.8,44948.8,56721.6,45240.0,37564.8,44948.8,44948.8,44948.8,47403.19999999999,44948.8,57595.2,44948.8,44948.8,44948.8,44948.8,7920.0,107.0,16.0,80.0,66.0,2190.0,60.0,86.0,25.0,36.0,502.0,140.0,70.0,100.0,309.0,162.0,130.0,73.0,101.0,98.0,32.0,140.0,150.0,360.0,149.0,59.0,360.0,26.0,80.0,79.0,35.0,220.0,44.0,450.0,100.0,22.0,190.0,86.0,40.0,100.0,25.0,117.0,50.0,166.0,820.0,88.0,15.0,208.0,180.0,35.0,360.0,14.0,3.0,47.0,2.0
Access computerized financial information to answer general questions as well as those related to specific accounts.,access computerized financial information to answer general questions as well as those related to specific accounts,"Search files, databases or reference materials to obtain needed information.",Gather information from physical or electronic sources.,Getting Information,"Bookkeeping, Accounting, and Auditing Clerks",bookkeeping accounting and auditing clerks,43-3031.00,"Bookkeeping, Accounting, and Auditing Clerks",43-3031,43-3031.00,"Bookkeeping, Accounting, and Auditing Clerks",Financial Clerks,Office and Administrative Support Occupations,2026-05-31,0.0565356321475172,4.821708542713568,False,1.86268,4.19,72.33,0.1276318428686046,0.1,E2,E2,50670.0,44640.0,56430.0,50590.0,42840.0,59230.0,54000.0,59970.0,51780.0,65180.0,49330.0,49350.0,48730.0,48310.0,49560.0,47820.0,48180.0,47290.0,46550.0,44890.0,50510.0,53540.0,59830.0,48980.0,54600.0,42840.0,47990.0,47270.0,47110.0,50380.0,52450.0,58300.0,48080.0,58160.0,47930.0,49710.0,48810.0,46180.0,54060.0,48440.0,53280.0,47940.0,46340.0,48180.0,48910.0,49440.0,54720.0,51620.0,58620.0,42890.0,50340.0,47910.0,33280.0,28700.0,46490.0,1373680.0,19890.0,4580.0,22690.0,12510.0,151870.0,26140.0,14929.999999999998,4600.0,1790.0,88670.0,38700.0,5220.0,9540.0,51470.0,29910.0,14020.0,15380.000000000002,23480.0,18980.0,7390.0,18170.0,29110.0,37550.0,26850.0,12160.0,21400.0,6980.0,10050.0,15180.0,7180.0,37550.0,7779.999999999999,84280.0,48760.0,4290.0,45140.0,16490.0,21710.0,48920.0,4570.0,19980.0,10200.0,37680.0,122400.0,12650.0,2950.0,31990.0,32930.0,7620.000000000001,25960.0,3480.0,880.0,6650.0,280.0
"Act as an intermediary in negotiations between buyers and sellers, generally representing one or the other.",act as an intermediary in negotiations between buyers and sellers generally representing one or the other,Negotiate prices or other sales terms.,Negotiate contracts or agreements.,Resolving Conflicts and Negotiating with Others,Real Estate Sales Agents,real estate sales agents,41-9022.00,Real Estate Sales Agents,41-9022,41-9022.00,Real Estate Brokers and Sales Agents,Other Sales and Related Workers,Sales and Related Occupations,2026-05-31,0.0030529241359659,4.298589262153659,False,1.38,4.8,100.0,0.971971467129362,0.7999999999999999,E0,E2,52830.0,60890.0,89170.0,58780.0,38180.0,57560.0,63670.0,46770.0,47180.0,123770.0,49310.0,46730.0,46220.0,39820.0,59220.0,46880.0,52830.0,39770.0,58610.0,45850.0,56930.0,52630.0,52830.0,57880.0,46410.0,39550.0,43960.0,79100.0,47240.0,79990.0,57620.0,99990.0,76170.0,102990.0,51240.0,73920.0,46240.0,47980.0,61610.0,56040.0,60310.0,56580.0,65170.0,46250.0,45740.0,50720.0,52830.0,63980.0,79130.0,59050.0,58120.0,49990.0,52830.0,52830.0,52830.0,193370.0,1580.0,170.0,5610.0,1640.0,17500.0,6120.0,2095.0,900.0,590.0,26790.0,9940.0,690.0,1170.0,6030.0,3680.0,680.0,1450.0,1120.0,1940.0,740.0,2940.0,4530.0,2210.0,2530.0,670.0,1590.0,370.0,1400.0,1490.0,240.0,5294.0,550.0,8660.0,7960.0,530.0,5130.0,3710.0,1940.0,5510.0,619.0,4930.0,640.0,2360.0,22250.0,4240.0,70.0,5750.0,5150.0,370.0,5680.0,300.0,82.0,330.0,40.0
"Act as consultants to agency staff and other community programs regarding the interpretation of program-related federal, state, and county regulations and policies.",act as consultants to agency staff and other community programs regarding the interpretation of programrelated federal state and county regulations and policies,Advise others on legal or regulatory compliance matters.,Advise others on legal or regulatory matters.,Providing Consultation and Advice to Others,Social and Community Service Managers,social and community service managers,11-9151.00,Social and Community Service Managers,11-9151,11-9151.00,Social and Community Service Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0113071264295034,3.979690815398605,False,1.0465665384615384,3.73,70.95,0.2653781429728737,0.4,E1,E2,80390.0,72310.0,98370.0,77550.0,56100.0,83210.0,97440.0,75520.0,75950.0,106700.0,76050.0,73290.0,76370.0,79120.0,78380.0,73940.0,65940.0,79260.0,76960.0,82090.0,76160.0,87450.0,81380.0,85500.0,84220.0,67330.0,71970.0,73640.0,73790.0,65570.0,82290.0,95290.0,81290.0,95980.0,79590.0,86630.0,73890.0,73720.0,87010.0,75280.0,77570.0,73410.0,86870.0,88240.0,76520.0,83200.0,80760.0,94970.0,103000.0,62060.0,82130.0,66330.0,80390.0,60280.0,64990.0,209330.0,2350.0,830.0,3010.0,2850.0,33510.0,2800.0,4350.0,930.0,640.0,8600.0,4460.0,980.0,820.0,7520.0,2950.0,2790.0,1570.0,2280.0,2680.0,1620.0,4300.0,8800.0,6320.0,5430.0,1120.0,3060.0,820.0,1320.0,1200.0,1180.0,5530.0,1150.0,19340.0,4970.0,510.0,7422.0,1640.0,3390.0,10220.0,1370.0,1990.0,450.0,2770.0,13460.0,2140.0,1200.0,3300.0,3650.0,820.0,3580.0,350.0,89.0,840.0,60.0
Adapt instructional content or delivery methods for different levels or types of learners.,adapt instructional content or delivery methods for different levels or types of learners,Modify teaching methods or materials to accommodate student needs.,Prepare informational or instructional materials.,Documenting/Recording Information,Instructional Coordinators,instructional coordinators,25-9031.00,Instructional Coordinators,25-9031,25-9031.00,Instructional Coordinators,Other Educational Instruction and Library Occupations,Educational Instruction and Library Occupations,2026-05-31,0.0030529241359659,4.797098508674039,False,0.4572324556213017,3.8461538461538463,80.13153846153847,0.2333333333333333,1.9903218272022067,E2,E2,77440.0,69000.0,72320.0,62620.0,67100.0,97010.0,82160.0,96170.0,79290.0,105990.0,60790.0,81060.0,96080.0,63030.0,76050.0,66300.0,74970.0,64750.0,63640.0,63120.0,76700.0,102220.0,95320.0,79290.0,80550.0,61830.0,72080.0,60920.0,79150.0,67410.0,81210.0,96090.0,80870.0,80560.0,63340.0,75340.0,77760.0,63980.0,84620.0,75580.0,63110.0,65460.0,57910.0,74390.0,78710.0,65780.0,78360.0,83230.0,97250.0,69600.0,83000.0,76140.0,61750.0,35250.0,75040.0,227760.0,2040.0,550.0,6560.0,1300.0,20950.0,3400.0,1780.0,980.0,1220.0,18030.0,7830.000000000001,1130.0,1490.0,10330.0,2640.0,2760.0,1950.0,3380.0,2140.0,480.0,4350.0,6170.0,5680.0,3130.0,1840.0,3110.0,740.0,1370.0,1130.0,510.0,3770.0,510.0,18730.0,8260.0,650.0,3510.0,2540.0,2940.0,7540.0,1240.0,4370.0,500.0,4120.0,31970.0,3680.0,730.0,5830.0,4720.0,730.0,2130.0,290.0,110.0,1010.0,40.0
Adapt or design computer hardware or software for medical science uses.,adapt or design computer hardware or software for medical science uses,Develop software or computer applications.,Design computer or information systems or applications.,Thinking Creatively,Biomedical Engineers,biomedical engineers,17-2031.00,Bioengineers and Biomedical Engineers,17-2031,17-2031.00,Bioengineers and Biomedical Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0113071264295034,4.5757,False,0.58763,4.09,100.0,0.4675915238095239,1.0,E2,E1,109370.0,85720.0,109370.0,141230.0,67850.0,128310.0,110650.0,103500.0,109370.0,100920.0,101730.0,96920.0,109370.0,133750.0,89520.0,108030.0,81710.0,109370.0,95360.0,84320.0,109370.0,105090.0,127570.0,100940.0,127730.0,96710.0,89480.0,109370.0,83890.0,87850.0,94890.0,114680.0,109370.0,104010.0,94790.0,109370.0,111550.0,109340.0,122510.0,122560.0,109370.0,99130.0,109370.0,106470.0,92600.0,90870.0,109370.0,106140.0,109370.0,109370.0,110430.0,109370.0,109370.0,80210.0,109370.0,23480.0,30.0,49.0,610.0,30.0,2750.0,431.0,300.0,73.0,80.0,900.0,733.0,94.0,129.0,280.0,620.0,90.0,216.0,80.0,30.0,96.0,550.0,4740.0,330.0,1230.0,174.0,160.0,40.0,80.0,70.0,80.0,680.0,131.0,840.0,920.0,64.0,700.0,70.0,150.0,950.0,75.0,70.0,69.0,170.0,2050.0,280.0,46.0,330.0,880.0,105.0,180.0,42.0,10.0,50.0,5.0
Adapt software and accompanying technical documents to another language and culture.,adapt software and accompanying technical documents to another language and culture,Translate information for others.,"Interpret language, cultural, or religious information for others.",Interpreting the Meaning of Information for Others,Interpreters and Translators,interpreters and translators,27-3091.00,Interpreters and Translators,27-3091,27-3091.00,Miscellaneous Media and Communication Workers,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.1130712642950345,4.970588235294117,False,2.0080684615384614,4.23,41.88,1.1260398482513363,1.052282575374129,E1,E1,60170.0,46130.0,60170.0,50150.0,52490.0,70770.0,71790.0,68340.0,60170.0,109970.0,48930.0,57880.0,42270.0,66130.0,55290.0,48140.0,48150.0,47950.0,53590.0,48420.0,63470.0,88550.0,72750.0,45310.0,66410.0,57130.0,57010.0,47850.0,53050.0,50370.0,56370.0,58970.0,63550.0,84090.0,50030.0,48190.0,61230.0,48980.0,66300.0,57040.0,82320.0,50860.0,53140.0,51080.0,47510.0,65770.0,62450.0,63030.0,61750.0,60170.0,63390.0,60170.0,60170.0,42990.0,60170.0,52060.0,310.0,150.0,2070.0,220.0,5560.0,800.0000000000001,280.0,110.0,280.0,4200.0,1600.0000000000002,59.99999999999999,300.0,1510.0,1170.0,560.0,470.0,480.0,120.0,90.0,1150.0,2280.0,940.0,1030.0,80.0,440.0,59.99999999999999,570.0,320.0,240.0,870.0,360.0,3240.0,1780.0,130.0,2030.0,320.0,660.0,1420.0,200.00000000000003,520.0,230.0,710.0,6780.0,849.9999999999999,80.0,1630.0,1250.0,120.0,1410.0,93.0,22.0,130.0,11.0
"Adapt statistical methods to solve specific problems in many fields, such as economics, biology, and engineering.",adapt statistical methods to solve specific problems in many fields such as economics biology and engineering,Apply mathematical principles or statistical approaches to solve problems in scientific or applied fields.,Analyze scientific or applied data using mathematical principles.,Analyzing Data or Information,Statisticians,statisticians,15-2041.00,Statisticians,15-2041,15-2041.00,Statisticians,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.622462246224623,False,1.599576923076923,4.25,100.0,0.6738005232448709,0.5,E1,E1,105650.0,76400.0,105650.0,79640.0,105720.0,135960.0,109660.0,102860.0,109570.0,140670.0,108040.0,115150.0,76780.0,105650.0,119760.0,109300.0,80150.0,111780.0,112520.0,76400.0,85680.0,132620.0,96710.0,102710.0,105650.0,64670.0,66330.0,105650.0,83480.0,79750.0,96080.0,118280.0,84330.0,136020.0,115690.0,75890.0,98190.0,89540.0,93620.0,93830.0,102620.0,65450.0,105650.0,98230.0,102960.0,88610.0,82210.0,114920.0,105650.0,84660.0,107150.0,105650.0,105650.0,49730.0,105650.0,18186.0,251.0,100.0,551.0,714.0,3107.0,977.0,614.0,88.0,689.0,689.0,576.0,113.0,200.0,601.0,288.0,313.0,100.0,100.0,88.0,100.0,3420.0,3107.0,714.0,977.0,100.0,852.0,59.0,175.0,63.0,88.0,1103.0,288.0,1529.0,1503.0,50.0,727.0,63.0,752.0,2042.0,50.0,301.0,53.0,664.0,1742.0,376.0,35.0,902.0,3709.0,113.0,313.0,33.0,8.0,288.0,4.0
"Adapt translations to students' cognitive and grade levels, collaborating with educational team members as necessary.",adapt translations to students cognitive and grade levels collaborating with educational team members as necessary,Translate information for others.,"Interpret language, cultural, or religious information for others.",Interpreting the Meaning of Information for Others,Interpreters and Translators,interpreters and translators,27-3091.00,Interpreters and Translators,27-3091,27-3091.00,Miscellaneous Media and Communication Workers,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.9354,False,2.036044615384616,4.42,53.23,0.1241442571832279,0.1,E1,E1,60170.0,46130.0,60170.0,50150.0,52490.0,70770.0,71790.0,68340.0,60170.0,109970.0,48930.0,57880.0,42270.0,66130.0,55290.0,48140.0,48150.0,47950.0,53590.0,48420.0,63470.0,88550.0,72750.0,45310.0,66410.0,57130.0,57010.0,47850.0,53050.0,50370.0,56370.0,58970.0,63550.0,84090.0,50030.0,48190.0,61230.0,48980.0,66300.0,57040.0,82320.0,50860.0,53140.0,51080.0,47510.0,65770.0,62450.0,63030.0,61750.0,60170.0,63390.0,60170.0,60170.0,42990.0,60170.0,52060.0,310.0,150.0,2070.0,220.0,5560.0,800.0000000000001,280.0,110.0,280.0,4200.0,1600.0000000000002,59.99999999999999,300.0,1510.0,1170.0,560.0,470.0,480.0,120.0,90.0,1150.0,2280.0,940.0,1030.0,80.0,440.0,59.99999999999999,570.0,320.0,240.0,870.0,360.0,3240.0,1780.0,130.0,2030.0,320.0,660.0,1420.0,200.00000000000003,520.0,230.0,710.0,6780.0,849.9999999999999,80.0,1630.0,1250.0,120.0,1410.0,93.0,22.0,130.0,11.0
Add new material to file records or create new records as necessary.,add new material to file records or create new records as necessary,File documents or records.,Perform administrative or clerical activities.,Performing Administrative Activities,File Clerks,file clerks,43-4071.00,File Clerks,43-4071,43-4071.00,File Clerks,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.728149234961224,True,1.727943076923077,4.06,87.82,0.1318435552953595,0.1,E1,E1,43600.0,38290.0,49910.0,43690.0,38470.0,49040.0,46490.0,44810.0,39940.0,43600.0,41750.0,41000.0,50630.0,45910.0,49920.0,39740.0,46560.0,42130.0,39250.0,32200.0,43910.0,44920.0,48310.0,43950.0,46640.0,31260.0,38400.0,38370.0,40640.0,44150.0,44390.0,44400.0,37700.0,44340.0,43260.0,42860.0,40650.0,39170.0,50660.0,42920.0,36400.0,39350.0,36640.0,43010.0,39480.0,41450.0,47540.0,39900.0,45830.0,31600.0,45130.0,43600.0,32360.0,25700.0,43600.0,73440.0,110.0,150.0,2190.0,310.0,9520.0,1130.0,350.0,227.0,329.0,6180.0,2570.0,100.0,540.0,3780.0,1430.0,430.0,570.0,250.0,680.0,210.0,880.0,600.0,1820.0,760.0,546.0,1000.0,410.0,750.0,1110.0,300.0,2310.0,340.0,2590.0,1970.0,60.0,1820.0,1440.0,970.0,2830.0,235.0,1210.0,215.0,2060.0,11340.0,510.0,70.0,2110.0,520.0,260.0,1550.0,70.0,31.0,330.0,15.0
"Address the relationships of quantities, magnitudes, and forms through the use of numbers and symbols.",address the relationships of quantities magnitudes and forms through the use of numbers and symbols,Analyze data to identify trends or relationships among variables.,Analyze scientific or applied data using mathematical principles.,Analyzing Data or Information,Mathematicians,mathematicians,15-2021.00,Mathematicians,15-2021,15-2021.00,Mathematicians,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.908500000000001,False,1.78852,3.89,90.0,1.183954607579975,0.8197138796024167,E2,E1,126710.0,126710.0,126710.0,126710.0,126710.0,126710.0,86020.0,126710.0,126710.0,126710.0,126710.0,126710.0,126710.0,126710.0,130970.0,88050.0,126710.0,126710.0,126710.0,126710.0,126710.0,131810.0,104190.0,65510.0,126710.0,126710.0,126710.0,126710.0,126710.0,102890.0,126710.0,126710.0,126710.0,126950.0,126710.0,126710.0,126710.0,126710.0,126710.0,126710.0,109260.0,126710.0,126710.0,126710.0,126710.0,126710.0,126710.0,148030.0,162280.0,126710.0,126710.0,126710.0,126710.0,126710.0,126710.0,2030.0,27.0,4.0,42.0,17.0,250.0,60.0,22.0,6.0,9.0,129.0,63.0,8.0,11.0,60.0,40.0,20.0,19.0,26.0,25.0,8.0,160.0,40.0,90.0,38.0,15.0,38.0,7.0,13.0,70.0,9.0,70.0,11.0,150.0,64.0,6.0,72.0,22.0,26.0,79.0,100.0,30.0,6.0,43.0,182.0,23.0,4.0,400.0,100.0,9.0,38.0,4.0,1.0,12.0,0.0
"Adjust coaching techniques, based on the strengths and weaknesses of athletes.",adjust coaching techniques based on the strengths and weaknesses of athletes,Coach others.,Coach others.,Coaching and Developing Others,Coaches and Scouts,coaches and scouts,27-2022.00,Coaches and Scouts,27-2022,27-2022.00,"Athletes, Coaches, Umpires, and Related Workers","Entertainers and Performers, Sports and Related Workers","Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0113071264295034,4.104814657008948,False,1.5377261538461535,4.42,98.32,0.1306998310473895,0.1,E2,E1,47320.0,47320.0,41170.0,53130.0,38930.0,47660.0,47110.0,54790.0,45200.0,65360.0,39370.0,48210.0,55860.0,46600.0,49120.0,44480.0,49350.0,42900.0,35570.0,60960.0,43640.0,50590.0,55130.0,47050.0,48050.0,47320.0,42790.0,48020.0,47810.0,51020.0,51490.0,76700.0,49980.0,59920.0,43840.0,37100.0,46530.0,41160.0,48960.0,48730.0,53630.0,42950.0,36360.0,37780.0,36510.0,45680.0,59990.0,46290.0,48030.0,52050.0,44800.0,49420.0,47320.0,32090.0,47320.0,248950.0,3140.0,350.0,4120.0,2070.0,31150.0,4120.0,4070.0,600.0,630.0,18120.0,4510.0,760.0,1410.0,8840.0,5960.0,3410.0,3300.0,2800.0,2550.0,1060.0,3960.0,6310.0,7910.0,4680.0,1770.0,4730.0,990.0,1180.0,2390.0,870.0,5670.0,590.0,11220.0,8530.0,1180.0,13150.0,2420.0,3930.0,8170.0,1170.0,3310.0,1290.0,6250.0,15300.0,2940.0,630.0,6810.0,11790.0,910.0,5480.0,470.0,106.0,610.0,51.0
Adjust sales scripts to better target the needs and interests of specific individuals.,adjust sales scripts to better target the needs and interests of specific individuals,Develop content for sales presentations or other materials.,Develop marketing or promotional materials.,Thinking Creatively,Telemarketers,telemarketers,41-9041.00,Telemarketers,41-9041,41-9041.00,Telemarketers,Other Sales and Related Workers,Sales and Related Occupations,2026-05-31,0.2374496550195726,4.899939843593344,False,3.258607692307692,4.45,65.45,0.4052351069875195,0.2,E2,E1,35450.0,34840.0,35450.0,37750.0,29060.0,46000.0,47670.0,45200.0,35450.0,35450.0,35570.0,36020.0,35450.0,39400.0,31200.0,31550.0,33640.0,48010.0,34450.0,28910.0,32610.0,35590.0,44650.0,33040.0,39850.0,21540.0,29840.0,35450.0,31200.0,34290.0,30530.0,39370.0,35450.0,41400.0,34380.0,23440.0,35290.0,26880.0,42060.0,28430.0,35450.0,37090.0,35450.0,29470.0,34290.0,36610.0,35450.0,37440.0,39670.0,33370.0,33260.0,35450.0,35450.0,28580.0,35450.0,58430.0,1330.0,122.0,1550.0,840.0,3880.0,880.0,110.0,181.0,262.0,9760.0,2620.0,234.0,280.0,870.0,690.0,1100.0,537.0,910.0,380.0,239.0,540.0,1358.0,1120.0,650.0,370.0,2710.0,191.0,490.0,2200.0,530.0,410.0,325.0,1960.0,1820.0,120.0,3090.0,470.0,420.0,1710.0,187.0,1060.0,171.0,2210.0,3660.0,390.0,113.0,1534.0,300.0,440.0,1160.0,105.0,25.0,1170.0,12.0
"Adjust settings for format, page layout, line spacing, and other style requirements.",adjust settings for format page layout line spacing and other style requirements,"Format digital documents, data, or images.",Process digital or online data.,Working with Computers,Word Processors and Typists,word processors and typists,43-9022.00,Word Processors and Typists,43-9022,43-9022.00,Data Entry and Information Processing Workers,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.1130712642950345,4.682592818015825,False,1.9016507692307687,3.63,92.04,0.1488378905130957,0.1,E2,E1,49280.0,46860.0,49280.0,42070.0,43010.0,56380.0,57550.0,49250.0,45480.0,49180.0,35770.0,31450.0,40060.0,49930.0,45490.0,39520.0,43210.0,49280.0,49280.0,49280.0,49280.0,47110.0,53740.0,47970.0,51550.0,49280.0,37440.0,49280.0,47080.0,41290.0,49280.0,49520.0,46400.0,48400.0,49280.0,49280.0,48670.0,43710.0,52420.0,41000.0,47040.0,42840.0,49280.0,49750.0,47720.0,49280.0,49280.0,46130.0,46110.0,36060.0,48540.0,49280.0,49280.0,32270.0,49280.0,35010.0,70.0,73.0,725.0,40.0,10270.0,59.99999999999999,170.0,50.0,120.0,1000.0,1094.0,270.0,59.99999999999999,490.0,120.0,360.0,322.0,160.0,433.0,143.0,210.0,350.0,520.0,210.0,260.0,260.0,114.0,80.0,170.0,153.0,3560.0000000000005,59.99999999999999,12340.0,1105.0,96.0,310.0,40.0,40.0,1170.0,120.0,30.0,102.0,90.0,290.0,388.0,68.0,290.0,140.0,80.0,180.0,62.99999999999999,14.999999999999998,1700.0,7.0
"Administer standardized tests to research subjects, or interview them to collect research data.",administer standardized tests to research subjects or interview them to collect research data,"Collect information from people through observation, interviews, or surveys.",Collect information about patients or clients.,Getting Information,Social Science Research Assistants,social science research assistants,19-4061.00,Social Science Research Assistants,19-4061,19-4061.00,Social Science Research Assistants,"Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.642660730653399,True,1.3951153846153848,4.42,57.31,0.5589005395727227,0.7,E0,E2,61990.0,53080.0,62230.0,61680.0,61990.0,60250.0,50430.0,60110.0,68230.0,65330.0,50700.0,66620.0,61990.0,62570.0,64890.0,57020.0,40940.0,67740.0,66390.0,52600.0,50650.0,65550.0,63480.0,60210.0,44920.0,61990.0,65940.0,49860.0,56190.0,26560.0,65690.0,62760.0,50640.0,61210.0,63710.0,61990.0,50330.0,69090.0,56770.0,54610.0,51420.0,64490.0,44820.0,46410.0,58070.0,61990.0,47510.0,53260.0,50420.0,51140.0,48090.0,61990.0,61990.0,61990.0,61990.0,30640.0,414.0,40.0,1020.0,255.0,5300.0,100.0,50.0,40.0,1560.0,1130.0,1840.0,123.0,168.0,250.0,210.0,140.0,170.0,1190.0,340.0,120.0,700.0,712.0,750.0,300.0,228.0,750.0,30.0,230.0,304.0,70.0,370.0,50.0,3040.0,2930.0,84.0,240.0,100.0,220.0,860.0,220.0,500.0,40.0,140.0,1180.0,500.0,40.0,700.0,450.0,550.0,110.0,55.0,13.0,184.0,6.0
"Administer standardized tests to research subjects, or interview them to collect research data.",administer standardized tests to research subjects or interview them to collect research data,Administer standardized physical or psychological tests.,Perform human resources activities.,Staffing Organizational Units,Social Science Research Assistants,social science research assistants,19-4061.00,Social Science Research Assistants,19-4061,19-4061.00,Social Science Research Assistants,"Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.642660730653399,True,1.3951153846153848,4.42,57.31,0.5589005395727227,0.7,E0,E2,61990.0,53080.0,62230.0,61680.0,61990.0,60250.0,50430.0,60110.0,68230.0,65330.0,50700.0,66620.0,61990.0,62570.0,64890.0,57020.0,40940.0,67740.0,66390.0,52600.0,50650.0,65550.0,63480.0,60210.0,44920.0,61990.0,65940.0,49860.0,56190.0,26560.0,65690.0,62760.0,50640.0,61210.0,63710.0,61990.0,50330.0,69090.0,56770.0,54610.0,51420.0,64490.0,44820.0,46410.0,58070.0,61990.0,47510.0,53260.0,50420.0,51140.0,48090.0,61990.0,61990.0,61990.0,61990.0,30640.0,414.0,40.0,1020.0,255.0,5300.0,100.0,50.0,40.0,1560.0,1130.0,1840.0,123.0,168.0,250.0,210.0,140.0,170.0,1190.0,340.0,120.0,700.0,712.0,750.0,300.0,228.0,750.0,30.0,230.0,304.0,70.0,370.0,50.0,3040.0,2930.0,84.0,240.0,100.0,220.0,860.0,220.0,500.0,40.0,140.0,1180.0,500.0,40.0,700.0,450.0,550.0,110.0,55.0,13.0,184.0,6.0
"Advertise products and work, using media such as internet advertising and brochures.",advertise products and work using media such as internet advertising and brochures,"Promote products, activities, or organizations.","Promote products, services, or programs.",Selling or Influencing Others,Craft Artists,craft artists,27-1012.00,Craft Artists,27-1012,27-1012.00,Artists and Related Workers,Art and Design Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0113071264295034,4.9127718906860025,False,0.7340384615384616,4.05,90.91,0.2266071696002131,0.4,E2,E2,46080.0,40800.0,41600.0,46300.0,46080.0,100540.0,43620.0,34010.0,46080.0,46080.0,48710.0,48880.0,46080.0,46080.0,43040.0,46080.0,46080.0,46080.0,46080.0,46080.0,53380.0,46080.0,47660.0,25960.0,27560.0,46080.0,61780.0,46080.0,46080.0,46080.0,46080.0,46080.0,46080.0,49020.0,46080.0,46080.0,38070.0,46080.0,51060.0,41600.0,46080.0,35050.0,46080.0,32830.0,54690.0,46080.0,46080.0,46080.0,44120.0,46080.0,58650.0,46080.0,46080.0,46080.0,46080.0,4580.0,70.0,10.0,95.0,38.0,170.0,84.0,70.0,14.0,21.0,270.0,143.0,18.0,25.0,178.0,94.0,46.0,42.0,59.0,50.0,50.0,81.0,50.0,290.0,140.0,34.0,140.0,15.0,30.0,45.0,20.0,125.0,25.0,50.0,145.0,13.0,180.0,50.0,170.0,230.0,15.0,70.0,13.0,96.0,870.0,51.0,9.0,120.0,80.0,21.0,190.0,8.0,2.0,27.0,1.0
Advertise services using media such as internet advertising and brochures.,advertise services using media such as internet advertising and brochures,"Promote products, activities, or organizations.","Promote products, services, or programs.",Selling or Influencing Others,"Entertainers and Performers, Sports and Related Workers, All Other",entertainers and performers sports and related workers all other,27-2099.00,"Disc Jockeys, Except Radio",27-2091,27-2091.00,"Miscellaneous Entertainers and Performers, Sports and Related Workers","Entertainers and Performers, Sports and Related Workers","Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0113071264295034,4.914733676975945,False,0.1968269230769231,3.484375,80.3225,0.0956710807998236,0.78125,E1,E1,44948.8,44948.8,44948.8,46072.0,44948.8,44948.8,43492.8,44948.8,44948.8,44948.8,34112.0,43035.2,113464.0,46446.4,47569.6,44948.8,44948.8,44948.8,44948.8,44948.8,44948.8,44948.8,44948.8,44948.8,44948.8,44948.8,32926.4,44948.8,44948.8,24960.0,44948.8,44948.8,44948.8,53060.80000000001,54704.0,44948.8,44948.8,44948.8,32344.0,44948.8,44948.8,44948.8,56721.6,45240.0,37564.8,44948.8,44948.8,44948.8,47403.19999999999,44948.8,57595.2,44948.8,44948.8,44948.8,44948.8,7920.0,107.0,16.0,80.0,66.0,2190.0,60.0,86.0,25.0,36.0,502.0,140.0,70.0,100.0,309.0,162.0,130.0,73.0,101.0,98.0,32.0,140.0,150.0,360.0,149.0,59.0,360.0,26.0,80.0,79.0,35.0,220.0,44.0,450.0,100.0,22.0,190.0,86.0,40.0,100.0,25.0,117.0,50.0,166.0,820.0,88.0,15.0,208.0,180.0,35.0,360.0,14.0,3.0,47.0,2.0
Advise and teach students.,advise and teach students,Advise students on academic or career matters.,Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,Instructional Coordinators,instructional coordinators,25-9031.00,Instructional Coordinators,25-9031,25-9031.00,Instructional Coordinators,Other Educational Instruction and Library Occupations,Educational Instruction and Library Occupations,2026-05-31,0.0113071264295034,2.898195179941641,False,2.632328076923077,3.93,90.76,1.352526840367486,1.537418375362869,E2,E2,77440.0,69000.0,72320.0,62620.0,67100.0,97010.0,82160.0,96170.0,79290.0,105990.0,60790.0,81060.0,96080.0,63030.0,76050.0,66300.0,74970.0,64750.0,63640.0,63120.0,76700.0,102220.0,95320.0,79290.0,80550.0,61830.0,72080.0,60920.0,79150.0,67410.0,81210.0,96090.0,80870.0,80560.0,63340.0,75340.0,77760.0,63980.0,84620.0,75580.0,63110.0,65460.0,57910.0,74390.0,78710.0,65780.0,78360.0,83230.0,97250.0,69600.0,83000.0,76140.0,61750.0,35250.0,75040.0,227760.0,2040.0,550.0,6560.0,1300.0,20950.0,3400.0,1780.0,980.0,1220.0,18030.0,7830.000000000001,1130.0,1490.0,10330.0,2640.0,2760.0,1950.0,3380.0,2140.0,480.0,4350.0,6170.0,5680.0,3130.0,1840.0,3110.0,740.0,1370.0,1130.0,510.0,3770.0,510.0,18730.0,8260.0,650.0,3510.0,2540.0,2940.0,7540.0,1240.0,4370.0,500.0,4120.0,31970.0,3680.0,730.0,5830.0,4720.0,730.0,2130.0,290.0,110.0,1010.0,40.0
"Advise animal owners regarding sanitary measures, feeding, general care, medical conditions, or treatment options.",advise animal owners regarding sanitary measures feeding general care medical conditions or treatment options,"Provide health and wellness advice to patients, program participants, or caregivers.",Advise patients or clients on medical issues.,Providing Consultation and Advice to Others,Veterinarians,veterinarians,29-1131.00,Veterinarians,29-1131,29-1131.00,Veterinarians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.422140992167102,False,3.3661230769230768,4.28,97.77,0.2804556931361862,0.1,E0,E2,130100.0,105630.0,130100.0,152020.0,107710.0,163920.0,130840.0,126190.0,130100.0,134530.0,131660.0,126590.0,130120.0,116170.0,133580.0,124530.0,124610.0,107080.0,104100.0,124370.0,130600.0,163170.0,140260.0,125390.0,133110.0,105370.0,114660.0,99390.0,103500.0,125550.0,128190.0,160140.0,129390.0,131830.0,129240.0,102180.0,125060.0,98090.0,128880.0,133520.0,126570.0,122130.0,88650.0,124350.0,131330.0,123990.0,131820.0,126730.0,160510.0,128990.0,108780.0,97240.0,130100.0,89810.0,130100.0,83900.0,1020.0,160.0,2080.0,540.0,9170.0,2340.0,950.0,230.0,190.0,5360.0,2670.0,370.0,540.0,2330.0,1500.0,1000.0,1000.0,1190.0,950.0,600.0,1430.0,1920.0,2030.0,2140.0,480.0,1920.0,510.0,780.0,680.0,650.0,1910.0,460.0,3390.0,2940.0,270.0,3430.0,1150.0,1660.0,3490.0,430.0,1380.0,280.0,1730.0,6270.0,640.0,280.0,2700.0,2390.0,390.0,1830.0,140.0,36.0,180.0,17.0
"Advise athletes, trainers, or coaches to alter or cease sports practices that are potentially harmful.",advise athletes trainers or coaches to alter or cease sports practices that are potentially harmful,"Advise athletes, coaches, or trainers on exercise regimens, nutrition, or equipment use.",Advise others on healthcare or wellness issues.,Providing Consultation and Advice to Others,Sports Medicine Physicians,sports medicine physicians,29-1069.11,Sports Medicine Physicians,29-1229,29-1229.06,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.545426032409827,False,0.931575,4.07,99.82,0.0696529513763376,0.1,E1,E2,265930.0,272610.0,355100.0,312490.0,136880.0,281590.0,298320.0,214990.0,297470.0,77430.0,262180.0,266880.0,339290.0,299340.0,132540.0,366190.0,295190.0,221540.0,327390.0,350920.0,419410.0,212080.0,236580.0,155480.0,367320.0,228130.0,227980.0,438850.0,290470.0,252120.0,361300.0,285010.0,327670.0,242500.0,260330.0,454550.0,297440.0,259220.0,347180.0,217310.0,228590.0,274480.0,265930.0,301290.0,269800.0,228060.0,343050.0,278530.0,307170.0,258020.0,391740.0,342800.0,265930.0,172230.0,265930.0,48944.0,2274.0,154.0,3884.0,2451.0,14584.0,1137.0,2685.0,783.0,1120.0,13361.0,4901.0,1045.0,971.0,11876.0,3862.0,823.0,2988.0,1908.0,2708.0,765.0,5907.0,4690.0,7512.0,3056.0,364.0,2279.0,331.0,668.0,1371.0,571.0,5558.0,1102.0,9483.0,8043.0,423.0,12087.0,1440.0,2359.0,13595.0,674.0,2576.0,114.0,3050.0,17548.0,2005.0,251.0,4844.0,3599.0,1131.0,3627.0,251.0,21.0,531.0,10.0
"Advise business or other groups on local, national, or international factors affecting the buying or selling of products or services.",advise business or other groups on local national or international factors affecting the buying or selling of products or services,Advise others on business or operational matters.,Advise others on business or operational matters.,Providing Consultation and Advice to Others,Marketing Managers,marketing managers,11-2021.00,Marketing Managers,11-2021,11-2021.00,Marketing and Sales Managers,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",Management Occupations,2026-05-31,0.0226142528590069,4.515385417753208,False,0.2135449999999999,3.06,66.15,0.0453160766253889,0.4,E2,E2,166790.0,120160.0,116270.0,132220.0,136520.0,193620.0,182730.0,169240.0,166790.0,177170.0,142620.0,160760.0,117770.0,142090.0,162860.0,136260.0,131120.0,154510.0,128930.0,120650.0,135380.0,154160.0,212020.0,138510.0,173300.0,100940.0,130550.0,165580.0,110570.0,107550.0,143280.0,180040.0,122980.0,181200.0,165480.0,125580.0,132330.0,126920.0,161560.0,150810.0,166790.0,143290.0,167750.0,131990.0,147880.0,139830.0,166790.0,187820.0,172270.0,98750.0,133600.0,161580.0,79890.0,166790.0,97760.0,395240.0,1540.0,240.0,4870.0,1860.0,54660.0,6010.0,5800.0,1060.0,3470.0,24820.0,8510.0,570.0,1320.0,21140.0,3350.0,2210.0,1570.0,1930.0,940.0,1320.0,6510.0,14270.0,6620.0,8500.0,770.0,6550.0,1292.0,1910.0,3430.0,1460.0,13510.0,800.0,54000.0,10790.0,180.0,10620.0,1420.0,4960.0,13840.0,1266.0,3760.0,220.0,7730.0,44680.0,6100.0,767.0,6890.0,8880.0,300.0,4890.0,100.0,120.0,2370.0,60.0
"Advise client on interior design factors, such as space planning, layout and use of furnishings or equipment, and color coordination.",advise client on interior design factors such as space planning layout and use of furnishings or equipment and color coordination,Plan facility layouts or designs.,Design structures or facilities.,Thinking Creatively,Interior Designers,interior designers,27-1025.00,Interior Designers,27-1025,27-1025.00,Designers,Art and Design Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.355263157894737,False,1.0611199999999998,4.52,100.0,0.0918818695053571,0.1,E1,E2,67190.0,61050.0,63320.0,61460.0,69990.0,80230.0,78390.0,67330.0,60360.0,98450.0,60860.0,71760.0,63780.0,67190.0,76290.0,62580.0,58040.0,61090.0,59240.0,60610.0,63830.0,65070.0,80110.0,59340.0,73270.0,43740.0,59610.0,61770.0,64870.0,67190.0,64140.0,74020.0,60850.0,75580.0,61400.0,59190.0,61410.0,68520.0,66350.0,62400.0,58100.0,63790.0,65220.0,63660.0,65160.0,61740.0,63870.0,62560.0,76570.0,49800.0,62740.0,96100.0,67190.0,32150.0,67190.0,71500.0,620.0,40.0,1600.0,740.0,8500.0,2300.0,630.0,190.0,620.0,7410.0,3050.0,270.0,350.0,2570.0,1020.0,510.0,400.0,490.0,350.0,230.0,1440.0,1580.0,1930.0,1220.0,330.0,1010.0,290.0,430.0,590.0,300.0,1670.0,90.0,5340.0,2610.0,160.0,2180.0,490.0,1030.0,1820.0,550.0,940.0,150.0,1530.0,6450.0,1110.0,110.0,1550.0,1330.0,90.0,1200.0,90.0,30.0,130.0,15.0
"Advise client on interior design factors, such as space planning, layout and use of furnishings or equipment, and color coordination.",advise client on interior design factors such as space planning layout and use of furnishings or equipment and color coordination,Discuss designs or plans with clients.,Confer with clients to determine needs or order specifications.,"Communicating with Supervisors, Peers, or Subordinates",Interior Designers,interior designers,27-1025.00,Interior Designers,27-1025,27-1025.00,Designers,Art and Design Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.355263157894737,False,1.0611199999999998,4.52,100.0,0.0918818695053571,0.1,E1,E2,67190.0,61050.0,63320.0,61460.0,69990.0,80230.0,78390.0,67330.0,60360.0,98450.0,60860.0,71760.0,63780.0,67190.0,76290.0,62580.0,58040.0,61090.0,59240.0,60610.0,63830.0,65070.0,80110.0,59340.0,73270.0,43740.0,59610.0,61770.0,64870.0,67190.0,64140.0,74020.0,60850.0,75580.0,61400.0,59190.0,61410.0,68520.0,66350.0,62400.0,58100.0,63790.0,65220.0,63660.0,65160.0,61740.0,63870.0,62560.0,76570.0,49800.0,62740.0,96100.0,67190.0,32150.0,67190.0,71500.0,620.0,40.0,1600.0,740.0,8500.0,2300.0,630.0,190.0,620.0,7410.0,3050.0,270.0,350.0,2570.0,1020.0,510.0,400.0,490.0,350.0,230.0,1440.0,1580.0,1930.0,1220.0,330.0,1010.0,290.0,430.0,590.0,300.0,1670.0,90.0,5340.0,2610.0,160.0,2180.0,490.0,1030.0,1820.0,550.0,940.0,150.0,1530.0,6450.0,1110.0,110.0,1550.0,1330.0,90.0,1200.0,90.0,30.0,130.0,15.0
Advise clients about proper clothing and shoes.,advise clients about proper clothing and shoes,Advise customers on the use of products or services.,Advise others on products or services.,Providing Consultation and Advice to Others,Fitness Trainers and Aerobics Instructors,fitness trainers and aerobics instructors,39-9031.00,Exercise Trainers and Group Fitness Instructors,39-9031,39-9031.00,Recreation and Fitness Workers,Other Personal Care and Service Workers,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.567677198975234,False,0.5006830769230769,3.29,100.0,0.0433831249999999,0.1,E1,E0,47160.0,39180.0,46210.0,47980.0,42140.0,57990.0,49900.0,61580.0,44340.0,39210.0,38800.0,47150.0,48290.0,49780.0,46800.0,34960.0,36160.0,35900.0,45280.0,44410.0,47060.0,47420.0,64620.0,45520.0,43620.0,30540.0,36450.0,43940.0,31440.0,57960.0,49360.0,59870.0,44680.0,47090.0,46450.0,37760.0,36370.0,44520.0,58510.0,45250.0,45640.0,43630.0,40070.0,47380.0,40880.0,44800.0,57300.0,40820.0,50830.0,38120.0,44200.0,50250.0,47160.0,22020.0,47160.0,322930.0,2680.0,800.0,7010.0,1390.0,43600.0,10500.0,2850.0,1210.0,1480.0,18070.0,7500.0,990.0,2360.0,19830.0,5360.0,2510.0,4510.0,1990.0,2290.0,1140.0,8650.0,9200.0,6050.0,7010.0,1260.0,5060.0,1420.0,2410.0,3010.0,1500.0,11350.0,1030.0,20140.0,10670.0,680.0,9040.0,2300.0,4800.0,11580.0,990.0,5130.0,950.0,5080.0,19260.0,6830.0,710.0,12100.0,9270.0,500.0,6330.0,560.0,137.0,260.0,66.0
Advise clients about the materials being used for finished products.,advise clients about the materials being used for finished products,Advise others on ways to improve processes or products.,Advise others on business or operational matters.,Providing Consultation and Advice to Others,Machinists,machinists,51-4041.00,Machinists,51-4041,51-4041.00,Machinists,Metal Workers and Plastic Workers,Production Occupations,2026-05-31,0.0030529241359659,3.924487716517605,False,0.7740465384615385,3.56,37.17,0.0364694958619694,0.1,E2,E0,58750.0,55560.0,77670.0,61080.0,51140.0,57190.0,60200.0,62130.0,62650.0,72900.0,57140.0,52610.0,84410.0,58810.0,58520.0,57800.0,57540.0,51220.0,58660.0,61110.0,59160.0,59810.0,67270.0,52360.0,61140.0,55550.0,58710.0,60920.0,55860.0,53050.0,61500.0,63190.0,59440.0,60920.0,55230.0,61820.0,57940.0,51120.0,63820.0,57810.0,57760.0,57970.0,50890.0,49600.0,59180.0,61280.0,62680.0,61290.0,66160.0,47350.0,59110.0,63070.0,58750.0,29280.0,58750.0,287050.0,5170.0,120.0,4330.0,2150.0,18950.0,2800.0,5240.0,310.0,160.0,8400.0,6090.0,260.0,1070.0,16520.0,14320.0,2880.0,3870.0,6040.0,4640.0,1780.0,1380.0,7080.0,20350.0,12500.0,1920.0,8380.0,630.0,1810.0,900.0,1620.0,3210.0,690.0,9400.0,8330.0,560.0,17110.0,4230.0,2760.0,12380.0,860.0,3790.0,830.0,8270.0,21700.0,3810.0,220.0,5660.0,6880.0,1700.0,12700.0,290.0,122.0,1250.0,59.0
"Advise clients concerning business transactions, claim liability, advisability of prosecuting or defending lawsuits, or legal rights and obligations.",advise clients concerning business transactions claim liability advisability of prosecuting or defending lawsuits or legal rights and obligations,Provide legal advice to clients.,Advise others on legal or regulatory matters.,Providing Consultation and Advice to Others,Lawyers,lawyers,23-1011.00,Lawyers,23-1011,23-1011.00,Lawyers and Judicial Law Clerks,"Lawyers, Judges, and Related Workers",Legal Occupations,2026-05-31,0.0452285057180138,4.171654027464645,False,1.2975203846153849,4.27,81.8,0.2570141322473838,0.3,E2,E2,159670.0,131970.0,149940.0,134260.0,98880.0,195080.0,168520.0,163600.0,173510.0,195190.0,133180.0,134830.0,124990.0,103400.0,160800.0,126860.0,123550.0,106650.0,101550.0,104100.0,113120.0,139110.0,176680.0,130520.0,155140.0,91690.0,133450.0,103720.0,109170.0,150510.0,120810.0,161430.0,119680.0,207860.0,127710.0,106880.0,131020.0,103060.0,138210.0,157180.0,138960.0,120310.0,102040.0,136180.0,154200.0,132830.0,127310.0,167210.0,154130.0,102420.0,126760.0,100130.0,122930.0,159670.0,118440.0,754500.0,6730.0,1120.0,11640.0,3430.0,95770.0,16720.0,8420.0,2920.0,33070.0,55210.0,23930.0,2270.0,2490.0,33590.0,8970.0,3550.0,4190.0,5770.0,10200.0,2280.0,13810.0,23560.0,16620.0,12380.0,3100.0,11560.0,2380.0,3490.0,6490.0,2250.0,23160.0,3380.0,91870.0,17000.0,1050.0,19950.0,6980.0,7150.0,27170.0,1840.0,7890.0,1360.0,9010.0,56580.0,7020.0,1330.0,18580.0,12770.0,2440.0,9160.0,900.0,180.0,4020.0,150.0
"Advise clients on aspects of capitalization, such as amounts, sources, or timing.",advise clients on aspects of capitalization such as amounts sources or timing,Advise others on business or operational matters.,Advise others on business or operational matters.,Providing Consultation and Advice to Others,Financial Analysts,financial analysts,13-2051.00,Financial and Investment Analysts,13-2051,13-2051.00,Financial Analysts and Advisors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,3.88896,False,0.2597452338877339,3.786216216216217,84.55324324324324,0.1011239833169134,0.7820017637507292,E2,E2,110326.8,86329.2,93467.6,98355.2,73310.0,119510.0,112404.0,111834.8,121372.8,102374.0,97303.2,100018.0,92154.4,88370.8,102802.4,90854.8,99291.2,84823.6,78009.6,66715.2,115724.0,109085.2,121107.2,99850.4,104253.6,88170.4,99564.0,100089.6,89979.2,92051.6,121936.0,119327.2,87437.6,132558.0,117808.0,76329.2,96552.4,82500.0,114864.8,94121.6,102588.4,96712.0,88651.2,91929.2,101547.2,84298.0,104933.136,116420.4,115498.8,82196.4,96740.0,151969.2,110326.8,61627.2,90965.136,206952.4,1730.4,117.2,3735.2,745.2,24767.2,4405.200000000001,1419.84,1702.4,1870.8,13432.4,5828.0,334.8,466.8,11368.0,1964.0,1235.6,975.6,1440.8000000000002,966.4,781.24,3035.6,7848.0,4150.0,4194.8,465.2,2682.8,237.2,779.92,1174.8,434.4,6417.6,540.0,31413.6,7764.799999999999,190.8,5782.0,915.6,1577.2,7621.2,1093.1999999999998,2019.2,461.2,2637.6,16319.2,2492.4,319.43999999999994,5917.2,4701.6,218.0,2923.6,179.6,88.0,851.6,41.04
"Advise clients on financial and legal matters, such as investments and taxes.",advise clients on financial and legal matters such as investments and taxes,Advise others on legal or regulatory compliance matters.,Advise others on legal or regulatory matters.,Providing Consultation and Advice to Others,"Agents and Business Managers of Artists, Performers, and Athletes",agents and business managers of artists performers and athletes,13-1011.00,"Agents and Business Managers of Artists, Performers, and Athletes",13-1011,13-1011.00,"Agents and Business Managers of Artists, Performers, and Athletes",Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.18718364041304,False,0.1351773076923077,2.54,45.96,0.040103728338438,0.6,E1,E2,82890.0,82890.0,82890.0,60340.0,78560.0,98110.0,95530.0,81470.0,82890.0,82890.0,98200.0,82890.0,82890.0,82890.0,56560.0,82890.0,82890.0,82890.0,82890.0,82890.0,82890.0,82890.0,82890.0,82440.0,82890.0,82890.0,82890.0,82890.0,82890.0,82890.0,81690.0,81190.0,82890.0,79620.0,82890.0,82890.0,76790.0,82890.0,82890.0,82890.0,82890.0,82890.0,82890.0,75390.0,82920.0,82890.0,82890.0,73400.0,74620.0,82890.0,74990.0,82890.0,82890.0,82890.0,82890.0,12620.0,170.0,26.0,160.0,30.0,4860.0,80.0,170.0,39.0,57.0,870.0,230.0,51.0,69.0,492.0,258.0,126.0,116.0,40.0,30.0,52.0,223.0,80.0,355.0,40.0,94.0,237.0,41.0,83.0,125.0,40.0,170.0,70.0,2660.0,240.0,35.0,100.0,40.0,90.0,489.0,40.0,80.0,37.0,730.0,320.0,150.0,25.0,110.0,120.0,57.0,40.0,23.0,5.0,76.0,3.0
"Advise clients on financial and legal matters, such as investments and taxes.",advise clients on financial and legal matters such as investments and taxes,Recommend investments to clients.,Advise others on financial matters.,Providing Consultation and Advice to Others,"Agents and Business Managers of Artists, Performers, and Athletes",agents and business managers of artists performers and athletes,13-1011.00,"Agents and Business Managers of Artists, Performers, and Athletes",13-1011,13-1011.00,"Agents and Business Managers of Artists, Performers, and Athletes",Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.18718364041304,False,0.1351773076923077,2.54,45.96,0.040103728338438,0.6,E1,E2,82890.0,82890.0,82890.0,60340.0,78560.0,98110.0,95530.0,81470.0,82890.0,82890.0,98200.0,82890.0,82890.0,82890.0,56560.0,82890.0,82890.0,82890.0,82890.0,82890.0,82890.0,82890.0,82890.0,82440.0,82890.0,82890.0,82890.0,82890.0,82890.0,82890.0,81690.0,81190.0,82890.0,79620.0,82890.0,82890.0,76790.0,82890.0,82890.0,82890.0,82890.0,82890.0,82890.0,75390.0,82920.0,82890.0,82890.0,73400.0,74620.0,82890.0,74990.0,82890.0,82890.0,82890.0,82890.0,12620.0,170.0,26.0,160.0,30.0,4860.0,80.0,170.0,39.0,57.0,870.0,230.0,51.0,69.0,492.0,258.0,126.0,116.0,40.0,30.0,52.0,223.0,80.0,355.0,40.0,94.0,237.0,41.0,83.0,125.0,40.0,170.0,70.0,2660.0,240.0,35.0,100.0,40.0,90.0,489.0,40.0,80.0,37.0,730.0,320.0,150.0,25.0,110.0,120.0,57.0,40.0,23.0,5.0,76.0,3.0
"Advise clients on housing matters, such as housing rental, homeownership, mortgage delinquency, or foreclosure prevention.",advise clients on housing matters such as housing rental homeownership mortgage delinquency or foreclosure prevention,Advise others on financial matters.,Advise others on financial matters.,Providing Consultation and Advice to Others,Credit Counselors,credit counselors,13-2071.00,Credit Counselors,13-2071,13-2071.00,Credit Counselors and Loan Officers,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.329457763144356,False,1.978411923076923,4.33,100.0,0.1619408318335208,0.1,E1,E2,52230.0,48120.0,52230.0,51480.0,45060.0,67120.0,57130.0,54710.0,52840.0,63580.0,46300.0,64080.0,52230.0,51130.0,51930.0,48180.0,48130.0,52230.0,48150.0,47250.0,55490.0,60450.0,63240.0,52160.0,62160.0,45990.0,30580.0,52230.0,62510.0,55480.0,58830.0,57180.0,50390.0,63030.0,46180.0,52220.0,51160.0,46950.0,59150.0,58330.0,58480.0,53190.0,48890.0,38730.0,48220.0,51330.0,52230.0,51550.0,62360.0,45860.0,52140.0,42580.0,52230.0,50010.0,52230.0,27770.0,375.0,58.0,980.0,50.0,2160.0,360.0,100.0,40.0,110.0,2410.0,460.0,111.0,90.0,1170.0,740.0,440.0,255.0,220.0,130.0,170.0,350.0,770.0,1260.0,580.0,210.0,521.0,91.0,260.0,170.0,170.0,530.0,200.0,2020.0,320.0,30.0,890.0,230.0,280.0,1110.0,130.0,250.0,81.0,950.0,3950.0,190.0,54.0,760.0,560.0,150.0,770.0,40.0,12.0,167.0,6.0
Advise clients on how they could be helped by counseling.,advise clients on how they could be helped by counseling,Counsel clients on mental health or personal achievement.,Counsel others about personal matters.,Providing Consultation and Advice to Others,"Clinical, Counseling, and School Psychologists",clinical counseling and school psychologists,19-3031.00,Clinical and Counseling Psychologists,19-3033,19-3033.00,Psychologists,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.128889921040408,False,1.767384615384615,3.92,100.0,0.1454517647058824,0.1,E1,E0,100580.0,90800.0,124270.0,119010.0,77520.0,116000.0,113290.0,100580.0,113050.0,107000.0,85610.0,96060.0,117860.0,97790.0,83750.0,84990.0,91690.0,76690.0,99140.0,71330.0,100580.0,100580.0,115180.0,84730.0,107030.0,76000.0,99410.0,68160.0,94540.0,102650.0,64270.0,127090.0,124800.0,114400.0,92130.0,116130.0,101190.0,79950.0,134350.0,91870.0,107490.0,92700.0,80130.0,76820.0,83660.0,99170.0,83270.0,86520.0,115240.0,77040.0,113360.0,89890.0,100580.0,67660.0,100580.0,75990.0,260.0,40.0,730.0,370.0,12840.0,1170.0,660.0,280.0,220.0,3040.0,1120.0,250.0,300.0,5810.0,1850.0,440.0,400.0,710.0,320.0,311.0,2140.0,2860.0,2170.0,1290.0,210.0,840.0,150.0,770.0,680.0,330.0,2700.0,423.0,8420.0,2770.0,170.0,2080.0,950.0,540.0,3140.0,420.0,1119.0,120.0,1180.0,3640.0,1020.0,190.0,2140.0,1270.0,920.0,1150.0,50.0,32.0,330.0,16.0
"Advise clients on market conditions, prices, mortgages, legal requirements, and related matters.",advise clients on market conditions prices mortgages legal requirements and related matters,Advise real estate clients.,Advise others on financial matters.,Providing Consultation and Advice to Others,Real Estate Sales Agents,real estate sales agents,41-9022.00,Real Estate Sales Agents,41-9022,41-9022.00,Real Estate Brokers and Sales Agents,Other Sales and Related Workers,Sales and Related Occupations,2026-05-31,0.0113071264295034,4.628400378111543,False,1.03,4.24,100.0,0.2744893001735107,0.3,E1,E2,52830.0,60890.0,89170.0,58780.0,38180.0,57560.0,63670.0,46770.0,47180.0,123770.0,49310.0,46730.0,46220.0,39820.0,59220.0,46880.0,52830.0,39770.0,58610.0,45850.0,56930.0,52630.0,52830.0,57880.0,46410.0,39550.0,43960.0,79100.0,47240.0,79990.0,57620.0,99990.0,76170.0,102990.0,51240.0,73920.0,46240.0,47980.0,61610.0,56040.0,60310.0,56580.0,65170.0,46250.0,45740.0,50720.0,52830.0,63980.0,79130.0,59050.0,58120.0,49990.0,52830.0,52830.0,52830.0,193370.0,1580.0,170.0,5610.0,1640.0,17500.0,6120.0,2095.0,900.0,590.0,26790.0,9940.0,690.0,1170.0,6030.0,3680.0,680.0,1450.0,1120.0,1940.0,740.0,2940.0,4530.0,2210.0,2530.0,670.0,1590.0,370.0,1400.0,1490.0,240.0,5294.0,550.0,8660.0,7960.0,530.0,5130.0,3710.0,1940.0,5510.0,619.0,4930.0,640.0,2360.0,22250.0,4240.0,70.0,5750.0,5150.0,370.0,5680.0,300.0,82.0,330.0,40.0
"Advise clients or community groups on issues related to diagnostic screenings, such as breast cancer screening, pap smears, glaucoma tests, or diabetes screenings.",advise clients or community groups on issues related to diagnostic screenings such as breast cancer screening pap smears glaucoma tests or diabetes screenings,Advise clients or community groups on health issues.,Advise others on healthcare or wellness issues.,Providing Consultation and Advice to Others,Community Health Workers,community health workers,21-1094.00,Community Health Workers,21-1094,21-1094.00,Miscellaneous Community and Social Service Specialists,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0030529241359659,4.4999500049995,False,1.4919834615384615,4.07,50.28,0.231088154470979,0.3,E1,E2,51850.0,43340.0,52000.0,48950.0,44890.0,58050.0,59260.0,53560.0,55850.0,62510.0,45420.0,50680.0,58450.0,52050.0,49240.0,47960.0,47780.0,47300.0,48230.0,46450.0,48670.0,50550.0,55560.0,49380.0,47560.0,39520.0,48770.0,49780.0,51780.0,57730.0,66680.0,55790.0,54830.0,58130.0,47560.0,59610.0,50650.0,45790.0,53350.0,50710.0,53100.0,47970.0,45700.0,42310.0,48720.0,55700.0,51500.0,48910.0,57070.0,37950.0,51210.0,54020.0,51850.0,36900.0,51850.0,61660.0,270.0,400.0,1140.0,514.0,9500.0,1132.0,290.0,280.0,280.0,1220.0,490.0,240.0,270.0,2040.0,1310.0,390.0,240.0,980.0,210.0,360.0,3030.0,2970.0,1890.0,1260.0,410.0,1820.0,330.0,160.0,670.0,200.0,1330.0,610.0,5800.0,1680.0,90.0,1910.0,600.0,1980.0,1970.0,520.0,540.0,270.0,520.0,4210.0,580.0,170.0,620.0,2640.0,310.0,630.0,140.0,26.0,670.0,13.0
"Advise clients or community groups on issues related to improving general health, such as diet or exercise.",advise clients or community groups on issues related to improving general health such as diet or exercise,Advise clients or community groups on health issues.,Advise others on healthcare or wellness issues.,Providing Consultation and Advice to Others,Community Health Workers,community health workers,21-1094.00,Community Health Workers,21-1094,21-1094.00,Miscellaneous Community and Social Service Specialists,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0339213792885103,4.006825938566553,False,1.535793846153846,3.99,84.48,0.286850721763775,0.3,E1,E2,51850.0,43340.0,52000.0,48950.0,44890.0,58050.0,59260.0,53560.0,55850.0,62510.0,45420.0,50680.0,58450.0,52050.0,49240.0,47960.0,47780.0,47300.0,48230.0,46450.0,48670.0,50550.0,55560.0,49380.0,47560.0,39520.0,48770.0,49780.0,51780.0,57730.0,66680.0,55790.0,54830.0,58130.0,47560.0,59610.0,50650.0,45790.0,53350.0,50710.0,53100.0,47970.0,45700.0,42310.0,48720.0,55700.0,51500.0,48910.0,57070.0,37950.0,51210.0,54020.0,51850.0,36900.0,51850.0,61660.0,270.0,400.0,1140.0,514.0,9500.0,1132.0,290.0,280.0,280.0,1220.0,490.0,240.0,270.0,2040.0,1310.0,390.0,240.0,980.0,210.0,360.0,3030.0,2970.0,1890.0,1260.0,410.0,1820.0,330.0,160.0,670.0,200.0,1330.0,610.0,5800.0,1680.0,90.0,1910.0,600.0,1980.0,1970.0,520.0,540.0,270.0,520.0,4210.0,580.0,170.0,620.0,2640.0,310.0,630.0,140.0,26.0,670.0,13.0
"Advise clients or community groups on issues related to risk or prevention of conditions, such as lead poisoning, human immunodeficiency virus (HIV), prenatal substance abuse, or domestic violence.",advise clients or community groups on issues related to risk or prevention of conditions such as lead poisoning human immunodeficiency virus hiv prenatal substance abuse or domestic violence,Advise clients or community groups on health issues.,Advise others on healthcare or wellness issues.,Providing Consultation and Advice to Others,Community Health Workers,community health workers,21-1094.00,Community Health Workers,21-1094,21-1094.00,Miscellaneous Community and Social Service Specialists,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0030529241359659,4.153599834727817,False,1.4874688461538463,4.05,52.71,0.4066100880270644,0.5,E1,E2,51850.0,43340.0,52000.0,48950.0,44890.0,58050.0,59260.0,53560.0,55850.0,62510.0,45420.0,50680.0,58450.0,52050.0,49240.0,47960.0,47780.0,47300.0,48230.0,46450.0,48670.0,50550.0,55560.0,49380.0,47560.0,39520.0,48770.0,49780.0,51780.0,57730.0,66680.0,55790.0,54830.0,58130.0,47560.0,59610.0,50650.0,45790.0,53350.0,50710.0,53100.0,47970.0,45700.0,42310.0,48720.0,55700.0,51500.0,48910.0,57070.0,37950.0,51210.0,54020.0,51850.0,36900.0,51850.0,61660.0,270.0,400.0,1140.0,514.0,9500.0,1132.0,290.0,280.0,280.0,1220.0,490.0,240.0,270.0,2040.0,1310.0,390.0,240.0,980.0,210.0,360.0,3030.0,2970.0,1890.0,1260.0,410.0,1820.0,330.0,160.0,670.0,200.0,1330.0,610.0,5800.0,1680.0,90.0,1910.0,600.0,1980.0,1970.0,520.0,540.0,270.0,520.0,4210.0,580.0,170.0,620.0,2640.0,310.0,630.0,140.0,26.0,670.0,13.0
"Advise clients or community groups on issues related to sanitation or hygiene, such as flossing or hand washing.",advise clients or community groups on issues related to sanitation or hygiene such as flossing or hand washing,Advise clients or community groups on health issues.,Advise others on healthcare or wellness issues.,Providing Consultation and Advice to Others,Community Health Workers,community health workers,21-1094.00,Community Health Workers,21-1094,21-1094.00,Miscellaneous Community and Social Service Specialists,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0030529241359659,4.2856000000000005,False,0.6911219230769231,3.6,66.56,0.0429625816153799,0.1,E0,E0,51850.0,43340.0,52000.0,48950.0,44890.0,58050.0,59260.0,53560.0,55850.0,62510.0,45420.0,50680.0,58450.0,52050.0,49240.0,47960.0,47780.0,47300.0,48230.0,46450.0,48670.0,50550.0,55560.0,49380.0,47560.0,39520.0,48770.0,49780.0,51780.0,57730.0,66680.0,55790.0,54830.0,58130.0,47560.0,59610.0,50650.0,45790.0,53350.0,50710.0,53100.0,47970.0,45700.0,42310.0,48720.0,55700.0,51500.0,48910.0,57070.0,37950.0,51210.0,54020.0,51850.0,36900.0,51850.0,61660.0,270.0,400.0,1140.0,514.0,9500.0,1132.0,290.0,280.0,280.0,1220.0,490.0,240.0,270.0,2040.0,1310.0,390.0,240.0,980.0,210.0,360.0,3030.0,2970.0,1890.0,1260.0,410.0,1820.0,330.0,160.0,670.0,200.0,1330.0,610.0,5800.0,1680.0,90.0,1910.0,600.0,1980.0,1970.0,520.0,540.0,270.0,520.0,4210.0,580.0,170.0,620.0,2640.0,310.0,630.0,140.0,26.0,670.0,13.0
"Advise clients or community groups on issues related to self-care, such as diabetes management.",advise clients or community groups on issues related to selfcare such as diabetes management,Advise clients or community groups on health issues.,Advise others on healthcare or wellness issues.,Providing Consultation and Advice to Others,Community Health Workers,community health workers,21-1094.00,Community Health Workers,21-1094,21-1094.00,Miscellaneous Community and Social Service Specialists,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0030529241359659,4.233300000000001,False,0.9114269230769232,3.96,55.92,0.2168935966946469,0.5,E1,E2,51850.0,43340.0,52000.0,48950.0,44890.0,58050.0,59260.0,53560.0,55850.0,62510.0,45420.0,50680.0,58450.0,52050.0,49240.0,47960.0,47780.0,47300.0,48230.0,46450.0,48670.0,50550.0,55560.0,49380.0,47560.0,39520.0,48770.0,49780.0,51780.0,57730.0,66680.0,55790.0,54830.0,58130.0,47560.0,59610.0,50650.0,45790.0,53350.0,50710.0,53100.0,47970.0,45700.0,42310.0,48720.0,55700.0,51500.0,48910.0,57070.0,37950.0,51210.0,54020.0,51850.0,36900.0,51850.0,61660.0,270.0,400.0,1140.0,514.0,9500.0,1132.0,290.0,280.0,280.0,1220.0,490.0,240.0,270.0,2040.0,1310.0,390.0,240.0,980.0,210.0,360.0,3030.0,2970.0,1890.0,1260.0,410.0,1820.0,330.0,160.0,670.0,200.0,1330.0,610.0,5800.0,1680.0,90.0,1910.0,600.0,1980.0,1970.0,520.0,540.0,270.0,520.0,4210.0,580.0,170.0,620.0,2640.0,310.0,630.0,140.0,26.0,670.0,13.0
"Advise clients or community groups on issues related to social or intellectual development, such as education, childcare, or problem solving.",advise clients or community groups on issues related to social or intellectual development such as education childcare or problem solving,Advise others on social or educational issues.,Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,Community Health Workers,community health workers,21-1094.00,Community Health Workers,21-1094,21-1094.00,Miscellaneous Community and Social Service Specialists,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0030529241359659,3.8697129081744457,False,0.6417996153846154,3.48,58.87,0.1481163735155391,0.5,E0,E0,51850.0,43340.0,52000.0,48950.0,44890.0,58050.0,59260.0,53560.0,55850.0,62510.0,45420.0,50680.0,58450.0,52050.0,49240.0,47960.0,47780.0,47300.0,48230.0,46450.0,48670.0,50550.0,55560.0,49380.0,47560.0,39520.0,48770.0,49780.0,51780.0,57730.0,66680.0,55790.0,54830.0,58130.0,47560.0,59610.0,50650.0,45790.0,53350.0,50710.0,53100.0,47970.0,45700.0,42310.0,48720.0,55700.0,51500.0,48910.0,57070.0,37950.0,51210.0,54020.0,51850.0,36900.0,51850.0,61660.0,270.0,400.0,1140.0,514.0,9500.0,1132.0,290.0,280.0,280.0,1220.0,490.0,240.0,270.0,2040.0,1310.0,390.0,240.0,980.0,210.0,360.0,3030.0,2970.0,1890.0,1260.0,410.0,1820.0,330.0,160.0,670.0,200.0,1330.0,610.0,5800.0,1680.0,90.0,1910.0,600.0,1980.0,1970.0,520.0,540.0,270.0,520.0,4210.0,580.0,170.0,620.0,2640.0,310.0,630.0,140.0,26.0,670.0,13.0
"Advise clients or respond to inquiries about financial matters in person or via phone, email, Web site, or Internet chat.",advise clients or respond to inquiries about financial matters in person or via phone email web site or internet chat,Correspond with customers to answer questions or resolve complaints.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,Credit Counselors,credit counselors,13-2071.00,Credit Counselors,13-2071,13-2071.00,Credit Counselors and Loan Officers,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.3052924135965933,4.3970179948586114,False,3.8895753846153847,4.24,100.0,0.7858797825383093,0.2371619108551528,E1,E2,52230.0,48120.0,52230.0,51480.0,45060.0,67120.0,57130.0,54710.0,52840.0,63580.0,46300.0,64080.0,52230.0,51130.0,51930.0,48180.0,48130.0,52230.0,48150.0,47250.0,55490.0,60450.0,63240.0,52160.0,62160.0,45990.0,30580.0,52230.0,62510.0,55480.0,58830.0,57180.0,50390.0,63030.0,46180.0,52220.0,51160.0,46950.0,59150.0,58330.0,58480.0,53190.0,48890.0,38730.0,48220.0,51330.0,52230.0,51550.0,62360.0,45860.0,52140.0,42580.0,52230.0,50010.0,52230.0,27770.0,375.0,58.0,980.0,50.0,2160.0,360.0,100.0,40.0,110.0,2410.0,460.0,111.0,90.0,1170.0,740.0,440.0,255.0,220.0,130.0,170.0,350.0,770.0,1260.0,580.0,210.0,521.0,91.0,260.0,170.0,170.0,530.0,200.0,2020.0,320.0,30.0,890.0,230.0,280.0,1110.0,130.0,250.0,81.0,950.0,3950.0,190.0,54.0,760.0,560.0,150.0,770.0,40.0,12.0,167.0,6.0
"Advise clients or respond to inquiries about financial matters in person or via phone, email, Web site, or Internet chat.",advise clients or respond to inquiries about financial matters in person or via phone email web site or internet chat,Advise others on financial matters.,Advise others on financial matters.,Providing Consultation and Advice to Others,Credit Counselors,credit counselors,13-2071.00,Credit Counselors,13-2071,13-2071.00,Credit Counselors and Loan Officers,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.3052924135965933,4.3970179948586114,False,3.8895753846153847,4.24,100.0,0.7858797825383093,0.2371619108551528,E1,E2,52230.0,48120.0,52230.0,51480.0,45060.0,67120.0,57130.0,54710.0,52840.0,63580.0,46300.0,64080.0,52230.0,51130.0,51930.0,48180.0,48130.0,52230.0,48150.0,47250.0,55490.0,60450.0,63240.0,52160.0,62160.0,45990.0,30580.0,52230.0,62510.0,55480.0,58830.0,57180.0,50390.0,63030.0,46180.0,52220.0,51160.0,46950.0,59150.0,58330.0,58480.0,53190.0,48890.0,38730.0,48220.0,51330.0,52230.0,51550.0,62360.0,45860.0,52140.0,42580.0,52230.0,50010.0,52230.0,27770.0,375.0,58.0,980.0,50.0,2160.0,360.0,100.0,40.0,110.0,2410.0,460.0,111.0,90.0,1170.0,740.0,440.0,255.0,220.0,130.0,170.0,350.0,770.0,1260.0,580.0,210.0,521.0,91.0,260.0,170.0,170.0,530.0,200.0,2020.0,320.0,30.0,890.0,230.0,280.0,1110.0,130.0,250.0,81.0,950.0,3950.0,190.0,54.0,760.0,560.0,150.0,770.0,40.0,12.0,167.0,6.0
Advise corporations on issues involving corporate image projects or problems.,advise corporations on issues involving corporate image projects or problems,Develop promotional strategies or plans.,Develop business or marketing plans.,Thinking Creatively,Commercial and Industrial Designers,commercial and industrial designers,27-1021.00,Commercial and Industrial Designers,27-1021,27-1021.00,Designers,Art and Design Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.333333333333332,False,0.0785415384615384,1.91,47.27,0.0041872661132803,0.1,E1,E2,83910.0,63640.0,83910.0,76420.0,92540.0,100770.0,90590.0,81300.0,83910.0,83910.0,78720.0,91360.0,83910.0,80730.0,83910.0,88040.0,70420.0,104870.0,76100.0,98040.0,83910.0,70870.0,101720.0,102160.0,94370.0,83910.0,75440.0,72990.0,71570.0,76680.0,74050.0,90310.0,62710.0,89640.0,80620.0,83910.0,79470.0,76640.0,76970.0,82610.0,101140.0,77300.0,60110.0,71230.0,83910.0,62620.0,80690.0,82230.0,94280.0,73030.0,80590.0,83910.0,83910.0,83910.0,83910.0,33490.0,130.0,70.0,170.0,230.0,5300.0,400.0,160.0,104.0,150.0,1990.0,360.0,134.0,180.0,480.0,1110.0,440.0,260.0,420.0,130.0,200.0,490.0,1240.0,2930.0,590.0,249.0,270.0,60.0,90.0,210.0,110.0,1230.0,110.0,2400.0,1000.0,92.0,1190.0,240.0,480.0,770.0,190.0,810.0,190.0,750.0,2350.0,480.0,120.0,1480.0,340.0,110.0,820.0,60.0,14.0,201.0,7.0
"Advise customers concerning equipment operation, maintenance, or programming.",advise customers concerning equipment operation maintenance or programming,Train customers in the use of products.,Train others to use equipment or products.,Training and Teaching Others,"Computer, Automated Teller, and Office Machine Repairers",computer automated teller and office machine repairers,49-2011.00,"Computer, Automated Teller, and Office Machine Repairers",49-2011,49-2011.00,"Computer, Automated Teller, and Office Machine Repairers","Electrical and Electronic Equipment Mechanics, Installers, and Repairers","Installation, Maintenance, and Repair Occupations",2026-05-31,0.0030529241359659,4.905509449055095,False,3.182897307692308,4.27,98.02,0.2586838562530906,0.1,E0,E1,47810.0,39970.0,46680.0,49620.0,45970.0,58280.0,49650.0,61190.0,51550.0,47810.0,45690.0,45390.0,49270.0,39190.0,44860.0,46170.0,47330.0,44290.0,47070.0,50150.0,49610.0,54120.0,57270.0,47570.0,50540.0,42920.0,44080.0,48820.0,46890.0,38430.0,60570.0,57330.0,43330.0,57290.0,46890.0,58720.0,47740.0,51880.0,46950.0,47920.0,49700.0,39060.0,59700.0,42330.0,45480.0,41810.0,53610.0,44750.0,49050.0,38720.0,47690.0,47480.0,32360.0,37560.0,47810.0,65600.0,930.0,170.0,1000.0,560.0,7250.0,880.0,380.0,250.0,294.0,3470.0,2330.0,110.0,180.0,3260.0,2140.0,420.0,570.0,1440.0,900.0,290.0,960.0,1350.0,1660.0,1720.0,490.0,1090.0,160.0,640.0,410.0,260.0,2190.0,330.0,3240.0,3160.0,160.0,2040.0,780.0,1050.0,2390.0,70.0,680.0,300.0,1110.0,7140.0,570.0,80.0,1530.0,2010.0,370.0,1010.0,70.0,90.0,140.0,13.0
"Advise customers on import and export restrictions, tariff systems, insurance requirements, quotas, or other customs-related matters.",advise customers on import and export restrictions tariff systems insurance requirements quotas or other customsrelated matters,Advise others on legal or regulatory compliance matters.,Advise others on legal or regulatory matters.,Providing Consultation and Advice to Others,Customs Brokers,customs brokers,13-1199.03,Customs Brokers,13-1041,13-1041.08,Compliance Officers,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.616352844862874,False,1.5415384615384615,4.25,100.0,0.1295357142857143,0.1,E1,E2,80730.0,72990.0,76430.0,74920.0,64680.0,96980.0,82450.0,91810.0,91050.0,111030.0,74920.0,70200.0,82590.0,75450.0,80550.0,78770.0,75620.0,69740.0,69240.0,70290.0,83740.0,84720.0,102060.0,77390.0,85920.0,67450.0,67270.0,66660.0,73920.0,78290.0,82800.0,100000.0,67990.0,90080.0,78500.0,79440.0,75030.0,63000.0,82990.0,85580.0,87620.0,75460.0,72630.0,63960.0,75370.0,67370.0,90420.0,80380.0,88790.0,64270.0,78800.0,79890.0,71930.0,48950.0,67990.0,96523.0,5235.0,920.0,17260.0,4332.0,69263.0,10748.0,3610.0,2985.0,6082.0,41213.0,19982.0,1764.0,2305.0,14788.0,7110.0,5082.0,4943.0,6054.0,5513.0,2486.0,14025.0,18315.0,13497.0,8526.0,2388.0,9720.0,2055.0,4818.0,6110.0,2402.0,18482.0,3333.0,32632.0,15719.0,990.0,15608.0,5874.0,7443.0,27508.0,970.0,6610.0,1569.0,7990.0,59570.0,5221.0,2722.0,21093.0,15455.0,2388.0,7929.0,805.0,361.0,7596.0,230.0
Advise customers on product usage to improve production.,advise customers on product usage to improve production,Advise customers on the use of products or services.,Advise others on products or services.,Providing Consultation and Advice to Others,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",sales representatives wholesale and manufacturing technical and scientific products,41-4011.00,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",41-4011,41-4011.00,"Sales Representatives, Wholesale and Manufacturing","Sales Representatives, Wholesale and Manufacturing",Sales and Related Occupations,2026-05-31,0.0030529241359659,4.383887231196625,False,1.0193242307692307,3.65,79.83,0.0761111113982588,0.1,E1,E2,104920.0,87140.0,77080.0,100620.0,71830.0,124220.0,135000.0,98000.0,107830.0,92940.0,107700.0,128850.0,126110.0,101390.0,107570.0,102910.0,103380.0,130850.0,97640.0,124200.0,101850.0,95040.0,118980.0,125650.0,103000.0,74990.0,94840.0,83610.0,84400.0,98500.0,97960.0,131360.0,87310.0,129410.0,125370.0,102720.0,108370.0,72480.0,113830.0,103790.0,117670.0,111190.0,104920.0,94450.0,99080.0,104920.0,95900.0,128270.0,127390.0,97230.0,78480.0,100850.0,104920.0,62160.0,104920.0,228895.0,4469.0,707.0,14242.0,2443.0,44348.0,6671.0,4790.0,1543.0,964.0,31891.0,9162.0,868.0,3022.0,11814.0,7024.0,4147.0,3922.0,6703.0,3761.0,937.0,10175.0,18726.0,14692.0,7973.0,1302.0,8134.0,1109.0,2733.0,3022.0,4276.0,9002.0,1575.0,16878.0,19273.0,820.0,15865.0,6381.0,4887.0,11557.0,852.0,6044.0,2781.0,13325.0,71369.0,6317.0,659.0,9741.0,16010.0,1222.0,5449.0,450.0,98.0,1736.0,47.0
Advise customers on substitution or modification of parts when identical replacements are not available.,advise customers on substitution or modification of parts when identical replacements are not available,Advise customers on the use of products or services.,Advise others on products or services.,Providing Consultation and Advice to Others,Parts Salespersons,parts salespersons,41-2022.00,Parts Salespersons,41-2022,41-2022.00,Counter and Rental Clerks and Parts Salespersons,Retail Sales Workers,Sales and Related Occupations,2026-05-31,0.0030529241359659,4.516180540770707,False,2.535043076923077,4.03,99.56,0.2181225732220071,0.1,E1,E2,38630.0,33820.0,46130.0,46020.0,35320.0,44440.0,47660.0,44400.0,38050.0,38630.0,37190.0,36970.0,45120.0,44580.0,42240.0,37500.0,46670.0,36940.0,36400.0,31310.0,45350.0,42460.0,44660.0,44070.0,47030.0,35000.0,39740.0,45060.0,45100.0,38740.0,46370.0,45510.0,36890.0,45180.0,32480.0,48600.0,36790.0,36390.0,45190.0,38520.0,36450.0,32180.0,45370.0,36110.0,35440.0,39190.0,46260.0,38070.0,46830.0,36800.0,45380.0,38620.0,26990.0,22780.0,28610.0,270070.0,5880.0,710.0,3890.0,3330.0,26990.0,4840.0,3400.0,980.0,1211.0,16200.0,9760.0,930.0,1980.0,8500.0,7080.0,3810.0,3700.0,4220.0,3960.0,1630.0,4370.0,4080.0,7520.0,5790.0,2940.0,5330.0,1860.0,2360.0,2250.0,1500.0,4810.0,1410.0,7460.0,11460.0,1610.0,10580.0,3980.0,3880.0,10430.0,920.0,4600.0,2100.0,6250.0,25500.0,3080.0,780.0,7370.0,6230.0,1880.0,5200.0,750.0,70.0,3600.0,40.0
Advise customers on use and care of merchandise.,advise customers on use and care of merchandise,Advise customers on the use of products or services.,Advise others on products or services.,Providing Consultation and Advice to Others,Counter and Rental Clerks,counter and rental clerks,41-2021.00,Counter and Rental Clerks,41-2021,41-2021.00,Counter and Rental Clerks and Parts Salespersons,Retail Sales Workers,Sales and Related Occupations,2026-05-31,0.0226142528590069,3.7617803782258905,False,4.312113461538462,4.39,82.95,0.3050724900414318,0.1,E1,E2,41300.0,35170.0,43450.0,43920.0,34940.0,45010.0,46240.0,39490.0,38600.0,53760.0,37870.0,38590.0,44420.0,39370.0,38140.0,36680.0,38960.0,39090.0,38990.0,34910.0,46870.0,39490.0,44070.0,39350.0,44850.0,36160.0,37920.0,43900.0,36450.0,39140.0,47250.0,48900.0,35580.0,46270.0,38230.0,44620.0,38590.0,37160.0,43820.0,42910.0,46360.0,37340.0,36400.0,37960.0,37250.0,37550.0,48430.0,45540.0,47820.0,34780.0,45720.0,43860.0,23600.0,23110.0,29560.0,400810.0,8010.0,660.0,11080.0,3560.0,67770.0,13900.0,3060.0,870.0,480.0,27160.0,11490.0,1700.0,2070.0,8440.0,7990.0,1900.0,2990.0,2960.0,3740.0,1180.0,4060.0,8220.0,13410.0,4710.0,2820.0,4880.0,1490.0,3960.0,2460.0,1590.0,9540.0,2360.0,18320.0,17580.0,1460.0,9400.0,3920.0,5450.0,10780.0,840.0,6280.0,690.0,7640.0,36600.0,3280.0,750.0,12910.0,14600.0,2300.0,6600.0,900.0,200.0,1680.0,140.0
Advise dealers and distributors on policies and operating procedures to ensure functional effectiveness of business.,advise dealers and distributors on policies and operating procedures to ensure functional effectiveness of business,Advise others on business or operational matters.,Advise others on business or operational matters.,Providing Consultation and Advice to Others,Sales Managers,sales managers,11-2022.00,Sales Managers,11-2022,11-2022.00,Marketing and Sales Managers,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",Management Occupations,2026-05-31,0.0030529241359659,4.558242006552932,False,0.112636923076923,3.25,80.95,0.0200534834229389,0.3,E2,E2,148270.0,124040.0,98860.0,145690.0,108330.0,134910.0,180850.0,162110.0,148270.0,141800.0,131900.0,159890.0,116340.0,135350.0,155280.0,131470.0,134010.0,159990.0,128650.0,110700.0,158660.0,137150.0,191200.0,136870.0,151670.0,108750.0,115370.0,117390.0,126990.0,109790.0,141900.0,173020.0,114080.0,217640.0,150470.0,119990.0,135510.0,128920.0,155810.0,130610.0,154970.0,131080.0,136360.0,128040.0,136020.0,136520.0,138650.0,191130.0,174000.0,94830.0,134870.0,129840.0,60740.0,78960.0,107740.0,637080.0,4670.0,850.0,13870.0,3710.0,112440.0,8780.0,8560.0,1973.0,1930.0,46480.0,17690.0,1710.0,2490.0,32240.0,9700.0,3260.0,6820.0,6650.0,4360.0,2607.0,11245.0,15010.0,17950.0,11240.0,1870.0,7630.0,1200.0,3000.0,5770.0,2820.0,20090.0,1750.0,38510.0,16920.0,550.0,22840.0,3250.0,5260.0,20460.0,1120.0,9340.0,450.0,12270.0,76010.0,8990.0,930.0,9670.0,10030.0,1110.0,10480.0,300.0,220.0,2180.0,40.0
"Advise employees in handling problems or resolving complaints from customers, tenants, detainees, or other persons.",advise employees in handling problems or resolving complaints from customers tenants detainees or other persons,Communicate with management or other staff to resolve problems.,Coordinate with others to resolve problems.,"Communicating with Supervisors, Peers, or Subordinates","First-Line Supervisors of Protective Service Workers, All Other",firstline supervisors of protective service workers all other,33-1099.00,First-Line Supervisors of Security Workers,33-1091,33-1091.00,"Miscellaneous First-Line Supervisors, Protective Service Workers",Supervisors of Protective Service Workers,Protective Service Occupations,2026-05-31,0.0030529241359659,4.851809602820699,False,1.6130553846153846,4.5,97.44,0.2664417333524167,0.2,E0,E2,55940.0,47440.0,73500.0,59650.0,54000.0,53960.0,54680.0,55990.0,62840.0,83710.0,47140.0,49400.0,59080.0,49300.0,59540.0,61520.0,46560.0,57960.0,50260.0,50580.0,57200.0,63690.0,57890.0,54500.0,58540.0,43410.0,58200.0,46370.0,45700.0,53210.0,66780.0,61590.0,62330.0,59890.0,57390.0,57720.0,53020.0,51400.0,60940.0,47510.0,51090.0,47100.0,57880.0,50830.0,46740.0,56290.0,78110.0,60790.0,62510.0,45850.0,55270.0,51740.0,42550.0,22640.0,49710.0,81480.0,850.0,260.0,1550.0,970.0,10850.0,1520.0,700.0,180.0,710.0,6560.0,2540.0,590.0,230.0,2370.0,1620.0,390.0,480.0,810.0,890.0,170.0,1640.0,1810.0,1940.0,1260.0,670.0,1090.0,210.0,370.0,2540.0,250.0,2200.0,580.0,7050.0,2730.0,100.0,2030.0,1480.0,980.0,3160.0,250.0,770.0,80.0,1850.0,6490.0,380.0,60.0,2120.0,1800.0,390.0,880.0,90.0,90.0,1090.0,70.0
Advise internal management or business partners on the implementation or operation of compliance programs.,advise internal management or business partners on the implementation or operation of compliance programs,Advise others on business or operational matters.,Advise others on business or operational matters.,Providing Consultation and Advice to Others,Compliance Managers,compliance managers,11-9199.02,Compliance Managers,11-9199,11-9199.02,Miscellaneous Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,3.989695057833859,False,0.641735,3.94,81.95,0.1367250939951896,0.3,E2,E2,141900.0,135890.0,127950.0,129870.0,87520.0,174560.0,171140.0,162690.0,168060.0,175720.0,108890.0,125000.0,130000.0,131550.0,140240.0,79900.0,128080.0,131710.0,122930.0,103140.0,115920.0,159040.0,182950.0,134260.0,152600.0,101570.0,125760.0,110470.0,116430.0,112040.0,145630.0,161510.0,123550.0,167200.0,141160.0,126440.0,129940.0,131870.0,125580.0,131600.0,165900.0,129960.0,119470.0,99430.0,134390.0,134890.0,125440.0,166230.0,164160.0,124940.0,107050.0,113420.0,104010.0,82250.0,95530.0,131731.0,1668.0,1474.0,7232.0,4819.0,84333.0,11907.0,6208.0,1084.0,15727.0,32029.0,29370.0,528.0,1042.0,26829.0,5920.0,3049.0,2278.0,2024.0,11196.0,1575.0,14846.0,9002.0,7944.0,3523.0,813.0,9671.0,1355.0,2236.0,7715.0,1126.0,25635.0,3193.0,15642.0,18488.0,1728.0,6233.0,1135.0,6504.0,17082.0,669.0,1872.0,483.0,14829.0,52007.0,7783.0,898.0,18259.0,8884.0,3083.0,12060.0,720.0,152.0,4700.0,119.0
"Advise licensees or other individuals or groups concerning licensing, permit, or passport regulations.",advise licensees or other individuals or groups concerning licensing permit or passport regulations,Advise others on legal or regulatory compliance matters.,Advise others on legal or regulatory matters.,Providing Consultation and Advice to Others,Compliance Officers,compliance officers,13-1041.00,Compliance Officers,13-1041,13-1041.00,Compliance Officers,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.126458530432041,False,2.704546153846154,4.37,84.91,0.3474411834852929,0.2,E1,E1,80730.0,72990.0,76430.0,74920.0,64680.0,96980.0,82450.0,91810.0,91050.0,111030.0,74920.0,70200.0,82590.0,75450.0,80550.0,78770.0,75620.0,69740.0,69240.0,70290.0,83740.0,84720.0,102060.0,77390.0,85920.0,67450.0,67270.0,66660.0,73920.0,78290.0,82800.0,100000.0,67990.0,90080.0,78500.0,79440.0,75030.0,63000.0,82990.0,85580.0,87620.0,75460.0,72630.0,63960.0,75370.0,67370.0,90420.0,80380.0,88790.0,64270.0,78800.0,79890.0,71930.0,48950.0,67990.0,20601.0,1117.0,920.0,3684.0,925.0,14782.0,2294.0,3610.0,637.0,1298.0,8796.0,4265.0,376.0,492.0,3156.0,1517.0,1085.0,1055.0,1292.0,1177.0,530.0,2993.0,3909.0,2881.0,1820.0,510.0,2075.0,439.0,1028.0,1304.0,513.0,3945.0,711.0,6964.0,3355.0,990.0,3331.0,1254.0,1588.0,5871.0,970.0,1411.0,335.0,7989.999999999999,12714.0,1114.0,581.0,4502.0,3298.0,510.0,1692.0,172.0,77.0,1621.0,230.0
"Advise management concerning personnel, managerial, and marketing policies and practices and their potential effects on organizational effectiveness and efficiency.",advise management concerning personnel managerial and marketing policies and practices and their potential effects on organizational effectiveness and efficiency,Advise others on business or operational matters.,Advise others on business or operational matters.,Providing Consultation and Advice to Others,Industrial-Organizational Psychologists,industrialorganizational psychologists,19-3032.00,Industrial-Organizational Psychologists,19-3032,19-3032.00,Psychologists,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0113071264295034,4.1689939527212765,False,0.7365030769230769,4.2,100.0,0.1228798039215687,0.2,E2,E2,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,174980.0,193950.0,193950.0,193950.0,193950.0,193950.0,139520.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,790.0,11.0,2.0,16.0,7.0,92.0,15.0,9.0,2.0,4.0,50.0,25.0,3.0,4.0,31.0,16.0,8.0,7.0,10.0,10.0,3.0,14.0,18.0,22.0,15.0,6.0,15.0,3.0,5.0,8.0,3.0,22.0,4.0,49.0,25.0,2.0,28.0,9.0,60.0,31.0,3.0,12.0,2.0,17.0,40.0,9.0,2.0,21.0,18.0,4.0,15.0,1.0,0.0,5.0,0.0
"Advise management on organizing, preparing, or implementing recruiting or retention programs.",advise management on organizing preparing or implementing recruiting or retention programs,Advise others on human resources topics.,Advise others on business or operational matters.,Providing Consultation and Advice to Others,Human Resources Specialists,human resources specialists,13-1071.00,Human Resources Specialists,13-1071,13-1071.00,Human Resources Workers,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.235523552355236,False,1.0230623076923078,3.73,90.02,0.6698807828269089,0.8389715597088938,E2,E2,75940.0,64940.0,76990.0,71390.0,55010.0,83500.0,80840.0,82890.0,77700.0,110970.0,66410.0,70570.0,73750.0,64990.0,76820.0,65600.0,66710.0,70870.0,69010.0,61300.0,71630.0,83910.0,85630.0,69520.0,78760.0,60300.0,66990.0,63790.0,61930.0,71610.0,70840.0,80690.0,68050.0,84380.0,73070.0,75630.0,70180.0,61630.0,78060.0,70450.0,77560.0,65370.0,67590.0,67370.0,68920.0,71750.0,77800.0,82090.0,84550.0,66860.0,70540.0,66970.0,59900.0,40900.0,60210.0,912430.0,11080.0,1420.0,20230.0,6230.0,104000.0,19450.0,9010.0,2720.0,6910.0,62729.99999999999,32110.0,2570.0,3930.0,35430.0,17110.0,7930.0,7560.0,10900.0,7240.0,3020.0,15530.0,27300.0,25520.0,17240.0,4850.0,17650.0,2340.0,7219.999999999999,6520.0,4270.0,21690.0,4090.000000000001,54610.0,31140.0,1710.0,33500.0,9370.0,10620.0,36960.0,3320.0,13720.0,1340.0,21460.0,84930.0,9900.0,1270.0,28540.0,22770.0,3130.0,17360.0,1000.0,380.0,4270.0,120.0
"Advise management on short-term and long-term financial objectives, policies, and actions.",advise management on shortterm and longterm financial objectives policies and actions,Advise others on business or operational matters.,Advise others on business or operational matters.,Providing Consultation and Advice to Others,Treasurers and Controllers,treasurers and controllers,11-3031.01,Treasurers and Controllers,11-3031,11-3031.01,Financial Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.2993698600875785,False,0.1415384615384615,4.0,100.0,0.0963299908067087,1.372079744573694,E2,E2,166570.0,140500.0,127030.0,139830.0,116570.0,180770.0,182690.0,174830.0,181580.0,188880.0,153280.0,166790.0,134210.0,127210.0,165880.0,135840.0,133320.0,159380.0,130650.0,126800.0,133610.0,158750.0,206760.0,139370.0,163410.0,111390.0,143460.0,131060.0,140360.0,132490.0,144730.0,199110.0,133700.0,219880.0,166780.0,135890.0,140870.0,132460.0,156460.0,145610.0,166940.0,136160.0,159700.0,141010.0,164860.0,150450.0,128690.0,185220.0,174840.0,113140.0,139720.0,124910.0,80390.0,90660.0,94990.0,294643.0,7200.0,2121.0,15647.0,7477.0,97990.0,11174.0,21045.0,2951.0,9378.0,51363.0,22463.0,3980.0,3276.0,55364.0,13190.0,9588.0,5450.0,6963.0,7425.0,3276.0,20762.0,27462.0,23618.0,17517.0,3644.0,13999.0,1586.0,5912.0,8496.0,4547.0,32510.0,2657.0,84863.0,23587.0,2247.0,28732.0,7005.0,7992.0,33794.0,2699.0,9472.0,1050.0,18514.0,75475.0,9304.0,1880.0,21896.0,13579.0,2741.0,16309.0,767.0,399.0,3991.0,179.0
"Advise managers and employees on state and federal employment regulations, collective agreements, benefit and compensation policies, personnel procedures, and classification programs.",advise managers and employees on state and federal employment regulations collective agreements benefit and compensation policies personnel procedures and classification programs,Advise others on human resources topics.,Advise others on business or operational matters.,Providing Consultation and Advice to Others,"Compensation, Benefits, and Job Analysis Specialists",compensation benefits and job analysis specialists,13-1141.00,"Compensation, Benefits, and Job Analysis Specialists",13-1141,13-1141.00,"Compensation, Benefits, and Job Analysis Specialists",Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,3.782608695652173,False,0.4201292307692307,3.76,100.0,0.5360665328415867,1.51998179868463,E2,E2,78210.0,57710.0,79160.0,74930.0,61280.0,91410.0,92560.0,83100.0,99560.0,86710.0,65020.0,66690.0,64090.0,63680.0,79300.0,68300.0,67160.0,67990.0,64690.0,62700.0,77400.0,79700.0,95890.0,79480.0,78770.0,51670.0,74260.0,75290.0,67410.0,78210.0,80810.0,85040.0,83540.0,83200.0,67970.0,70480.0,75780.0,64260.0,83320.0,70640.0,80330.0,63450.0,64630.0,69990.0,74800.0,52090.0,76030.0,81190.0,86630.0,48080.0,72130.0,69090.0,78210.0,42110.0,78210.0,112380.0,1000.0,180.0,2230.0,490.0,13430.0,1980.0,1140.0,290.0,650.0,6610.0,4780.0,260.0,500.0,4410.0,1820.0,1070.0,640.0,670.0,1050.0,180.0,1650.0,3390.0,2480.0,2118.0,370.0,1670.0,190.0,460.0,1114.0,380.0,3150.0,340.0,11470.0,3930.0,100.0,2950.0,1200.0,1330.0,4910.0,300.0,1160.0,630.0,2150.0,10102.0,1246.0,170.0,3500.0,3350.0,580.0,1840.0,202.0,48.0,290.0,23.0
"Advise managers on organizational policy matters, such as equal employment opportunity and sexual harassment, and recommend needed changes.",advise managers on organizational policy matters such as equal employment opportunity and sexual harassment and recommend needed changes,Recommend organizational process or policy changes.,Advise others on business or operational matters.,Providing Consultation and Advice to Others,Human Resources Managers,human resources managers,11-3121.00,Human Resources Managers,11-3121,11-3121.00,Human Resources Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.608860886088608,False,0.439836923076923,4.32,100.0,0.0801589700734047,0.2,E1,E2,149280.0,113210.0,129570.0,139820.0,108580.0,170080.0,166400.0,165930.0,153890.0,184350.0,137790.0,150700.0,128910.0,119990.0,151370.0,130340.0,126370.0,134470.0,121460.0,107880.0,129720.0,152770.0,181780.0,138930.0,153770.0,106100.0,130680.0,115280.0,129460.0,128550.0,135000.0,172440.0,118070.0,176650.0,142990.0,139050.0,130480.0,116080.0,140570.0,133060.0,167110.0,124290.0,117930.0,131760.0,136500.0,131380.0,132050.0,165980.0,165530.0,120020.0,133490.0,127520.0,77180.0,78370.0,77490.0,220660.0,2160.0,610.0,3950.0,1290.0,27450.0,3620.0,3020.0,580.0,2250.0,11570.0,7270.0,710.0,1040.0,13520.0,3030.0,1620.0,1290.0,1960.0,1390.0,700.0,3820.0,7540.0,5890.0,4370.0,720.0,3510.0,530.0,1660.0,1520.0,1150.0,6400.0,820.0,17920.0,6480.0,290.0,8040.0,1750.0,2810.0,8230.0,530.0,2400.0,420.0,4310.0,23220.0,2240.0,360.0,5770.0,4560.0,510.0,3730.0,140.0,80.0,860.0,70.0
"Advise managers on organizational policy matters, such as equal employment opportunity and sexual harassment, and recommend needed changes.",advise managers on organizational policy matters such as equal employment opportunity and sexual harassment and recommend needed changes,Advise others on legal or regulatory compliance matters.,Advise others on legal or regulatory matters.,Providing Consultation and Advice to Others,Human Resources Managers,human resources managers,11-3121.00,Human Resources Managers,11-3121,11-3121.00,Human Resources Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.608860886088608,False,0.439836923076923,4.32,100.0,0.0801589700734047,0.2,E1,E2,149280.0,113210.0,129570.0,139820.0,108580.0,170080.0,166400.0,165930.0,153890.0,184350.0,137790.0,150700.0,128910.0,119990.0,151370.0,130340.0,126370.0,134470.0,121460.0,107880.0,129720.0,152770.0,181780.0,138930.0,153770.0,106100.0,130680.0,115280.0,129460.0,128550.0,135000.0,172440.0,118070.0,176650.0,142990.0,139050.0,130480.0,116080.0,140570.0,133060.0,167110.0,124290.0,117930.0,131760.0,136500.0,131380.0,132050.0,165980.0,165530.0,120020.0,133490.0,127520.0,77180.0,78370.0,77490.0,220660.0,2160.0,610.0,3950.0,1290.0,27450.0,3620.0,3020.0,580.0,2250.0,11570.0,7270.0,710.0,1040.0,13520.0,3030.0,1620.0,1290.0,1960.0,1390.0,700.0,3820.0,7540.0,5890.0,4370.0,720.0,3510.0,530.0,1660.0,1520.0,1150.0,6400.0,820.0,17920.0,6480.0,290.0,8040.0,1750.0,2810.0,8230.0,530.0,2400.0,420.0,4310.0,23220.0,2240.0,360.0,5770.0,4560.0,510.0,3730.0,140.0,80.0,860.0,70.0
Advise or assist in obtaining patents or meeting other legal requirements.,advise or assist in obtaining patents or meeting other legal requirements,Advise others on legal or regulatory compliance matters.,Advise others on legal or regulatory matters.,Providing Consultation and Advice to Others,Natural Sciences Managers,natural sciences managers,11-9121.00,Natural Sciences Managers,11-9121,11-9121.00,Natural Sciences Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.626912238325282,False,0.0856323076923077,3.05,43.93,0.0030283545467908,0.1,E1,E2,167220.0,133470.0,130590.0,124920.0,119430.0,210230.0,152730.0,210670.0,167220.0,156730.0,112220.0,167220.0,107810.0,124800.0,159670.0,108250.0,109760.0,153820.0,126440.0,115950.0,141360.0,168620.0,267290.0,129070.0,136450.0,119430.0,129410.0,119430.0,120620.0,112260.0,134010.0,207030.0,167220.0,134680.0,173870.0,131370.0,137170.0,112260.0,143120.0,137900.0,130480.0,131140.0,128140.0,124530.0,129960.0,119430.0,131290.0,150570.0,182480.0,138010.0,128890.0,109300.0,167220.0,119430.0,167220.0,42404.0,289.0,554.0,702.0,265.0,11665.0,1280.0,929.0,343.0,1202.0,3410.0,1324.0,398.0,476.0,2193.0,1303.0,476.0,187.0,312.0,524.0,336.0,3761.0,8263.0,1732.0,1194.0,164.0,960.0,289.0,429.0,250.0,187.0,7834.0,312.0,4440.0,4689.0,109.0,1217.0,242.0,1326.0,6227.0,156.0,609.0,140.0,687.0,5829.0,471.0,226.0,1147.0,1943.0,125.0,835.0,117.0,18.0,70.0,9.0
Advise patients about recommended courses of treatment.,advise patients about recommended courses of treatment,Advise patients on effects of health conditions or treatments.,Advise patients or clients on medical issues.,Providing Consultation and Advice to Others,Chiropractors,chiropractors,29-1011.00,Chiropractors,29-1011,29-1011.00,Chiropractors,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0113071264295034,4.092213114754098,False,5.673953846153846,4.77,100.0,0.4865010476190476,0.1,E1,E2,79200.0,80990.0,103500.0,100260.0,76290.0,75470.0,74040.0,79560.0,79200.0,79200.0,84280.0,61660.0,72800.0,80770.0,66650.0,77790.0,75050.0,57600.0,81740.0,80280.0,107300.0,85330.0,75940.0,71220.0,79510.0,78450.0,65090.0,76120.0,66050.0,74190.0,69990.0,134990.0,75040.0,120950.0,91540.0,77990.0,77710.0,85580.0,81540.0,67230.0,81840.0,79310.0,76210.0,83990.0,87520.0,53900.0,79200.0,88030.0,104070.0,83160.0,83020.0,62640.0,79200.0,69470.0,79200.0,39630.0,430.0,90.0,1050.0,320.0,2760.0,1340.0,240.0,140.0,178.0,3220.0,1500.0,220.0,220.0,2190.0,780.0,970.0,570.0,470.0,370.0,250.0,390.0,780.0,1270.0,1160.0,130.0,660.0,240.0,500.0,240.0,130.0,1370.0,140.0,1360.0,1020.0,360.0,1380.0,500.0,610.0,1770.0,170.0,680.0,260.0,500.0,2840.0,490.0,120.0,900.0,1130.0,60.0,1210.0,110.0,17.0,110.0,8.0
Advise patients about therapeutic exercise and nutritional medicine regimens.,advise patients about therapeutic exercise and nutritional medicine regimens,"Provide health and wellness advice to patients, program participants, or caregivers.",Advise patients or clients on medical issues.,Providing Consultation and Advice to Others,Naturopathic Physicians,naturopathic physicians,29-1199.04,Naturopathic Physicians,29-1299,29-1299.01,Miscellaneous Healthcare Diagnosing or Treating Practitioners,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.529436679373147,False,5.800000000000001,4.88,100.0,0.4800000000000002,0.1,E0,E2,115210.0,115210.0,110220.0,95780.0,81330.0,125550.0,101570.0,119970.0,115210.0,151990.0,99260.0,126300.0,119520.0,115210.0,95080.0,83780.0,89480.0,86550.0,88610.0,115210.0,112010.0,164670.0,106060.0,92410.0,99400.0,115210.0,112260.0,122930.0,86260.0,85590.0,82550.0,100900.0,94660.0,127360.0,117210.0,101240.0,101710.0,115210.0,95600.0,103150.0,81280.0,115210.0,83780.0,90750.0,105370.0,119430.0,83740.0,87530.0,103380.0,115210.0,104330.0,101280.0,115210.0,83350.0,115210.0,19460.0,262.0,95.0,402.0,272.0,2175.0,884.0,557.0,60.0,666.0,1156.0,4255.0,122.0,106.0,1509.0,326.0,394.0,150.0,163.0,241.0,218.0,7939.0,816.0,829.0,394.0,245.0,571.0,150.0,122.0,326.0,313.0,639.0,190.0,1020.0,1088.0,190.0,1196.0,177.0,489.0,1183.0,63.0,287.0,82.0,408.0,1699.0,421.0,95.0,511.0,816.0,245.0,394.0,54.0,8.0,150.0,4.0
"Advise patients and community members concerning diet, activity, hygiene, and disease prevention.",advise patients and community members concerning diet activity hygiene and disease prevention,"Provide health and wellness advice to patients, program participants, or caregivers.",Advise patients or clients on medical issues.,Providing Consultation and Advice to Others,Family and General Practitioners,family and general practitioners,29-1062.00,Family Medicine Physicians,29-1215,29-1215.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0010176413786553,4.185920392919267,False,7.140795,4.76,99.55,0.6185833080845168,0.1,E0,E2,244180.0,134550.0,323490.0,292760.0,215820.0,252010.0,265560.0,163930.0,228000.0,233390.0,227700.0,259320.0,218210.0,347160.0,245120.0,261940.0,265200.0,229390.0,248730.0,255330.0,239870.0,285730.0,277490.0,214070.0,280030.0,235630.0,171180.0,330760.0,228590.0,251550.0,268650.0,292170.0,228040.0,210920.0,215230.0,280100.0,223700.0,361350.0,293240.0,306030.0,467160.0,239200.0,239970.0,226830.0,235710.0,297510.0,239340.0,222630.0,292900.0,272680.0,290640.0,264580.0,244180.0,112990.0,244180.0,107510.0,1452.0,760.0,2620.0,290.0,12510.0,2700.0,790.0,640.0,150.0,6820.0,3690.0,260.0,690.0,1960.0,1410.0,1140.0,210.0,1170.0,1090.0,730.0,1050.0,3540.0,3770.0,1820.0,570.0,3740.0,460.0,830.0,340.0,350.0,3050.0,650.0,4000.0,1520.0,260.0,1490.0,2170.0,1490.0,4190.0,210.0,1200.0,550.0,2260.0,6190.0,550.0,240.0,2930.0,1270.0,320.0,1470.0,100.0,46.0,1050.0,22.0
"Advise patients and community members concerning diet, activity, hygiene, and disease prevention.",advise patients and community members concerning diet activity hygiene and disease prevention,Advise communities or institutions regarding health or safety issues.,Advise others on healthcare or wellness issues.,Providing Consultation and Advice to Others,Family and General Practitioners,family and general practitioners,29-1062.00,Family Medicine Physicians,29-1215,29-1215.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0010176413786553,4.185920392919267,False,7.140795,4.76,99.55,0.6185833080845168,0.1,E0,E2,244180.0,134550.0,323490.0,292760.0,215820.0,252010.0,265560.0,163930.0,228000.0,233390.0,227700.0,259320.0,218210.0,347160.0,245120.0,261940.0,265200.0,229390.0,248730.0,255330.0,239870.0,285730.0,277490.0,214070.0,280030.0,235630.0,171180.0,330760.0,228590.0,251550.0,268650.0,292170.0,228040.0,210920.0,215230.0,280100.0,223700.0,361350.0,293240.0,306030.0,467160.0,239200.0,239970.0,226830.0,235710.0,297510.0,239340.0,222630.0,292900.0,272680.0,290640.0,264580.0,244180.0,112990.0,244180.0,107510.0,1452.0,760.0,2620.0,290.0,12510.0,2700.0,790.0,640.0,150.0,6820.0,3690.0,260.0,690.0,1960.0,1410.0,1140.0,210.0,1170.0,1090.0,730.0,1050.0,3540.0,3770.0,1820.0,570.0,3740.0,460.0,830.0,340.0,350.0,3050.0,650.0,4000.0,1520.0,260.0,1490.0,2170.0,1490.0,4190.0,210.0,1200.0,550.0,2260.0,6190.0,550.0,240.0,2930.0,1270.0,320.0,1470.0,100.0,46.0,1050.0,22.0
"Advise patients and community members concerning diet, activity, hygiene, and disease prevention.",advise patients and community members concerning diet activity hygiene and disease prevention,"Provide health and wellness advice to patients, program participants, or caregivers.",Advise patients or clients on medical issues.,Providing Consultation and Advice to Others,"Internists, General",internists general,29-1063.00,General Internal Medicine Physicians,29-1216,29-1216.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0010176413786553,4.185920392919267,False,4.592049230769231,4.36,100.0,0.3807297760797343,0.1,E0,E2,256560.0,311180.0,366080.0,259320.0,233130.0,313890.0,299990.0,208000.0,256560.0,223250.0,222600.0,425460.0,256560.0,355390.0,140680.0,314390.0,122920.0,256560.0,241530.0,210390.0,316880.0,260410.0,285250.0,149990.0,373700.0,325610.0,216570.0,256560.0,221360.0,114090.0,229210.0,89990.0,256560.0,183460.0,289780.0,338400.0,249990.0,216570.0,268570.0,213310.0,379490.0,359500.0,280520.0,232220.0,269110.0,331720.0,228670.0,256560.0,340010.0,72680.0,367160.0,256560.0,324920.0,133120.0,256560.0,67150.0,310.0,110.0,2570.0,290.0,6370.0,450.0,980.0,208.0,490.0,2390.0,5440.0,220.0,130.0,1130.0,2380.0,380.0,617.0,1060.0,830.0,270.0,3250.0,1590.0,2060.0,2270.0,390.0,160.0,219.0,900.0,390.0,450.0,2920.0,374.0,10000.0,1700.0,200.0,1540.0,490.0,230.0,990.0,300.0,1260.0,160.0,1370.0,3850.0,210.0,180.0,860.0,1100.0,630.0,1450.0,120.0,40.0,40.0,14.0
"Advise patients and community members concerning diet, activity, hygiene, and disease prevention.",advise patients and community members concerning diet activity hygiene and disease prevention,Advise communities or institutions regarding health or safety issues.,Advise others on healthcare or wellness issues.,Providing Consultation and Advice to Others,"Internists, General",internists general,29-1063.00,General Internal Medicine Physicians,29-1216,29-1216.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0010176413786553,4.185920392919267,False,4.592049230769231,4.36,100.0,0.3807297760797343,0.1,E0,E2,256560.0,311180.0,366080.0,259320.0,233130.0,313890.0,299990.0,208000.0,256560.0,223250.0,222600.0,425460.0,256560.0,355390.0,140680.0,314390.0,122920.0,256560.0,241530.0,210390.0,316880.0,260410.0,285250.0,149990.0,373700.0,325610.0,216570.0,256560.0,221360.0,114090.0,229210.0,89990.0,256560.0,183460.0,289780.0,338400.0,249990.0,216570.0,268570.0,213310.0,379490.0,359500.0,280520.0,232220.0,269110.0,331720.0,228670.0,256560.0,340010.0,72680.0,367160.0,256560.0,324920.0,133120.0,256560.0,67150.0,310.0,110.0,2570.0,290.0,6370.0,450.0,980.0,208.0,490.0,2390.0,5440.0,220.0,130.0,1130.0,2380.0,380.0,617.0,1060.0,830.0,270.0,3250.0,1590.0,2060.0,2270.0,390.0,160.0,219.0,900.0,390.0,450.0,2920.0,374.0,10000.0,1700.0,200.0,1540.0,490.0,230.0,990.0,300.0,1260.0,160.0,1370.0,3850.0,210.0,180.0,860.0,1100.0,630.0,1450.0,120.0,40.0,40.0,14.0
"Advise patients and community members concerning diet, activity, hygiene, and disease prevention.",advise patients and community members concerning diet activity hygiene and disease prevention,"Provide health and wellness advice to patients, program participants, or caregivers.",Advise patients or clients on medical issues.,Providing Consultation and Advice to Others,Obstetricians and Gynecologists,obstetricians and gynecologists,29-1064.00,Obstetricians and Gynecologists,29-1218,29-1218.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0010176413786553,4.185920392919267,False,3.101561923076924,4.06,100.0,0.2521099650055372,0.1,E0,E2,292910.0,210380.0,421450.0,369720.0,292910.0,301240.0,292910.0,200580.0,324080.0,292910.0,292910.0,354000.0,338130.0,223560.0,208000.0,351990.0,356020.0,220770.0,317110.0,404550.0,379930.0,306310.0,272240.0,209650.0,321910.0,292910.0,292910.0,292910.0,342570.0,292910.0,348140.0,228870.0,259990.0,348800.0,134540.0,414060.0,181520.0,370260.0,395340.0,292910.0,166390.0,302340.0,297610.0,354580.0,271960.0,437170.0,418760.0,282410.0,343140.0,300810.0,304990.0,292910.0,292910.0,131890.0,292910.0,21260.0,120.0,50.0,130.0,160.0,1610.0,410.0,330.0,190.0,70.0,1620.0,350.0,140.0,110.0,1290.0,430.0,180.0,195.0,240.0,80.0,100.0,160.0,620.0,880.0,750.0,158.0,399.0,69.0,180.0,211.0,140.0,740.0,110.0,2750.0,590.0,70.0,970.0,60.0,270.0,260.0,140.0,350.0,80.0,360.0,1460.0,200.0,90.0,558.0,270.0,100.0,450.0,38.0,9.0,70.0,4.0
"Advise patients and community members concerning diet, activity, hygiene, and disease prevention.",advise patients and community members concerning diet activity hygiene and disease prevention,Advise communities or institutions regarding health or safety issues.,Advise others on healthcare or wellness issues.,Providing Consultation and Advice to Others,Obstetricians and Gynecologists,obstetricians and gynecologists,29-1064.00,Obstetricians and Gynecologists,29-1218,29-1218.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0010176413786553,4.185920392919267,False,3.101561923076924,4.06,100.0,0.2521099650055372,0.1,E0,E2,292910.0,210380.0,421450.0,369720.0,292910.0,301240.0,292910.0,200580.0,324080.0,292910.0,292910.0,354000.0,338130.0,223560.0,208000.0,351990.0,356020.0,220770.0,317110.0,404550.0,379930.0,306310.0,272240.0,209650.0,321910.0,292910.0,292910.0,292910.0,342570.0,292910.0,348140.0,228870.0,259990.0,348800.0,134540.0,414060.0,181520.0,370260.0,395340.0,292910.0,166390.0,302340.0,297610.0,354580.0,271960.0,437170.0,418760.0,282410.0,343140.0,300810.0,304990.0,292910.0,292910.0,131890.0,292910.0,21260.0,120.0,50.0,130.0,160.0,1610.0,410.0,330.0,190.0,70.0,1620.0,350.0,140.0,110.0,1290.0,430.0,180.0,195.0,240.0,80.0,100.0,160.0,620.0,880.0,750.0,158.0,399.0,69.0,180.0,211.0,140.0,740.0,110.0,2750.0,590.0,70.0,970.0,60.0,270.0,260.0,140.0,350.0,80.0,360.0,1460.0,200.0,90.0,558.0,270.0,100.0,450.0,38.0,9.0,70.0,4.0
"Advise patients and community members concerning diet, activity, hygiene, or disease prevention.",advise patients and community members concerning diet activity hygiene or disease prevention,"Provide health and wellness advice to patients, program participants, or caregivers.",Advise patients or clients on medical issues.,Providing Consultation and Advice to Others,"Physicians and Surgeons, All Other",physicians and surgeons all other,29-1069.00,Cardiologists,29-1212,29-1212.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,3.9454813877464936,False,1.64843556980057,4.304814814814815,94.73777777777778,0.2624018869751385,0.1637693687427684,E2,E2,409608.4615384616,460318.4023668639,432768.5207100592,409608.4615384616,409608.4615384616,306224.5562130178,409608.4615384616,451247.6923076923,409608.4615384616,360388.5207100592,301876.1538461539,399499.2307692308,409608.4615384616,308281.5976331361,459566.0946745562,458673.8461538461,361674.6153846154,409608.4615384616,348831.53846153844,409608.4615384616,409608.4615384616,398824.6153846154,380866.21301775146,418346.1538461539,399556.21301775146,325259.2899408284,544798.4615384615,409608.4615384616,498535.3846153846,409608.4615384616,409608.4615384616,302047.6923076923,407196.9822485207,389543.8461538461,371776.9822485207,400606.21301775146,435993.8461538461,376725.4437869822,409608.4615384616,487844.5562130178,458674.6153846154,373182.3668639053,401133.9053254438,502133.7869822485,359900.76923076925,264633.90532544383,421030.0591715976,433535.325443787,508005.3846153846,453558.5207100592,514364.5562130178,409608.4615384616,409608.4615384616,409608.4615384616,409608.4615384616,25684.615384615383,108.46153846153848,126.76923076923076,489.5384615384616,131.07692307692307,2670.7692307692305,512.3076923076924,400.7692307692308,84.61538461538461,117.6923076923077,1533.8461538461538,962.6153846153846,82.3076923076923,269.6923076923077,813.8461538461538,694.6153846153846,202.30769230769232,236.0,485.2307692307692,399.38461538461536,220.00000000000003,505.2307692307692,714.6153846153846,646.9230769230769,726.9230769230769,265.38461538461536,328.76923076923083,114.15384615384616,288.46153846153845,255.00000000000003,254.6153846153846,593.6923076923077,224.6153846153846,3186.1538461538457,520.7692307692307,99.23076923076924,980.7692307692308,161.53846153846155,548.4615384615385,602.3076923076924,183.84615384615384,140.0,126.15384615384616,548.1538461538462,1366.1538461538462,204.61538461538464,102.3076923076923,869.2307692307693,406.2307692307692,214.6153846153846,770.7692307692307,38.61538461538461,11.0,110.6153846153846,5.0
"Advise patients and community members concerning diet, activity, hygiene, or disease prevention.",advise patients and community members concerning diet activity hygiene or disease prevention,Advise communities or institutions regarding health or safety issues.,Advise others on healthcare or wellness issues.,Providing Consultation and Advice to Others,"Physicians and Surgeons, All Other",physicians and surgeons all other,29-1069.00,Cardiologists,29-1212,29-1212.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,3.9454813877464936,False,1.64843556980057,4.304814814814815,94.73777777777778,0.2624018869751385,0.1637693687427684,E2,E2,409608.4615384616,460318.4023668639,432768.5207100592,409608.4615384616,409608.4615384616,306224.5562130178,409608.4615384616,451247.6923076923,409608.4615384616,360388.5207100592,301876.1538461539,399499.2307692308,409608.4615384616,308281.5976331361,459566.0946745562,458673.8461538461,361674.6153846154,409608.4615384616,348831.53846153844,409608.4615384616,409608.4615384616,398824.6153846154,380866.21301775146,418346.1538461539,399556.21301775146,325259.2899408284,544798.4615384615,409608.4615384616,498535.3846153846,409608.4615384616,409608.4615384616,302047.6923076923,407196.9822485207,389543.8461538461,371776.9822485207,400606.21301775146,435993.8461538461,376725.4437869822,409608.4615384616,487844.5562130178,458674.6153846154,373182.3668639053,401133.9053254438,502133.7869822485,359900.76923076925,264633.90532544383,421030.0591715976,433535.325443787,508005.3846153846,453558.5207100592,514364.5562130178,409608.4615384616,409608.4615384616,409608.4615384616,409608.4615384616,25684.615384615383,108.46153846153848,126.76923076923076,489.5384615384616,131.07692307692307,2670.7692307692305,512.3076923076924,400.7692307692308,84.61538461538461,117.6923076923077,1533.8461538461538,962.6153846153846,82.3076923076923,269.6923076923077,813.8461538461538,694.6153846153846,202.30769230769232,236.0,485.2307692307692,399.38461538461536,220.00000000000003,505.2307692307692,714.6153846153846,646.9230769230769,726.9230769230769,265.38461538461536,328.76923076923083,114.15384615384616,288.46153846153845,255.00000000000003,254.6153846153846,593.6923076923077,224.6153846153846,3186.1538461538457,520.7692307692307,99.23076923076924,980.7692307692308,161.53846153846155,548.4615384615385,602.3076923076924,183.84615384615384,140.0,126.15384615384616,548.1538461538462,1366.1538461538462,204.61538461538464,102.3076923076923,869.2307692307693,406.2307692307692,214.6153846153846,770.7692307692307,38.61538461538461,11.0,110.6153846153846,5.0
"Advise patients and their families on nutritional principles, dietary plans, diet modifications, and food selection and preparation.",advise patients and their families on nutritional principles dietary plans diet modifications and food selection and preparation,"Provide health and wellness advice to patients, program participants, or caregivers.",Advise patients or clients on medical issues.,Providing Consultation and Advice to Others,Dietitians and Nutritionists,dietitians and nutritionists,29-1031.00,Dietitians and Nutritionists,29-1031,29-1031.00,Dietitians and Nutritionists,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0113071264295034,4.388860552891972,False,2.709089230769231,4.48,96.67,0.2095476835720739,0.1,E0,E2,76400.0,66190.0,87980.0,64410.0,65540.0,98850.0,75510.0,80600.0,78060.0,82150.0,76050.0,73200.0,81920.0,71610.0,73520.0,66450.0,72690.0,66830.0,69520.0,70460.0,64610.0,77800.0,76660.0,66850.0,77540.0,63700.0,65450.0,71580.0,70160.0,69030.0,71840.0,84450.0,74730.0,82480.0,67560.0,70040.0,69530.0,69560.0,84180.0,67410.0,71300.0,69970.0,64890.0,67620.0,74440.0,65310.0,77450.0,77380.0,84220.0,89440.0,74930.0,64370.0,60260.0,47210.0,76400.0,77570.0,780.0,130.0,1800.0,650.0,8720.0,1640.0,860.0,290.0,270.0,4370.0,2020.0,370.0,420.0,2840.0,1670.0,630.0,580.0,1040.0,800.0,510.0,1430.0,2860.0,2370.0,1180.0,540.0,1700.0,230.0,570.0,560.0,440.0,2870.0,500.0,5330.0,2780.0,270.0,3060.0,1230.0,700.0,4270.0,360.0,950.0,210.0,1230.0,5320.0,1120.0,160.0,1510.0,1450.0,520.0,1330.0,120.0,40.0,560.0,16.0
"Advise patients, parents or guardians, and community members concerning diet, activity, hygiene, and disease prevention.",advise patients parents or guardians and community members concerning diet activity hygiene and disease prevention,"Provide health and wellness advice to patients, program participants, or caregivers.",Advise patients or clients on medical issues.,Providing Consultation and Advice to Others,"Pediatricians, General",pediatricians general,29-1065.00,"Pediatricians, General",29-1221,29-1221.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,3.6363,False,6.354976923076923,4.84,99.25,0.539103059281304,0.1,E0,E2,210040.0,209490.0,267390.0,233950.0,160440.0,214140.0,196440.0,216830.0,219190.0,79240.0,182010.0,149990.0,197090.0,297680.0,196760.0,177300.0,262440.0,209840.0,175690.0,502720.0,245920.0,181640.0,221170.0,204690.0,226660.0,183650.0,223910.0,273260.0,175990.0,210040.0,273410.0,201560.0,202390.0,212150.0,183550.0,234950.0,217970.0,236780.0,224690.0,226440.0,218080.0,217120.0,257610.0,176210.0,173360.0,210360.0,215350.0,195940.0,169540.0,158470.0,269790.0,210040.0,210040.0,98350.0,210040.0,39390.0,532.0,60.0,1230.0,100.0,6680.0,570.0,1310.0,180.0,177.0,700.0,1230.0,470.0,60.0,1180.0,1080.0,230.0,110.0,380.0,40.0,130.0,580.0,2310.0,1340.0,890.0,40.0,500.0,50.0,290.0,390.0,210.0,1280.0,270.0,4570.0,740.0,90.0,2110.0,280.0,620.0,1120.0,180.0,420.0,80.0,740.0,2740.0,310.0,130.0,750.0,480.0,140.0,350.0,100.0,17.0,1020.0,8.0
"Advise patients, parents or guardians, and community members concerning diet, activity, hygiene, and disease prevention.",advise patients parents or guardians and community members concerning diet activity hygiene and disease prevention,Advise communities or institutions regarding health or safety issues.,Advise others on healthcare or wellness issues.,Providing Consultation and Advice to Others,"Pediatricians, General",pediatricians general,29-1065.00,"Pediatricians, General",29-1221,29-1221.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,3.6363,False,6.354976923076923,4.84,99.25,0.539103059281304,0.1,E0,E2,210040.0,209490.0,267390.0,233950.0,160440.0,214140.0,196440.0,216830.0,219190.0,79240.0,182010.0,149990.0,197090.0,297680.0,196760.0,177300.0,262440.0,209840.0,175690.0,502720.0,245920.0,181640.0,221170.0,204690.0,226660.0,183650.0,223910.0,273260.0,175990.0,210040.0,273410.0,201560.0,202390.0,212150.0,183550.0,234950.0,217970.0,236780.0,224690.0,226440.0,218080.0,217120.0,257610.0,176210.0,173360.0,210360.0,215350.0,195940.0,169540.0,158470.0,269790.0,210040.0,210040.0,98350.0,210040.0,39390.0,532.0,60.0,1230.0,100.0,6680.0,570.0,1310.0,180.0,177.0,700.0,1230.0,470.0,60.0,1180.0,1080.0,230.0,110.0,380.0,40.0,130.0,580.0,2310.0,1340.0,890.0,40.0,500.0,50.0,290.0,390.0,210.0,1280.0,270.0,4570.0,740.0,90.0,2110.0,280.0,620.0,1120.0,180.0,420.0,80.0,740.0,2740.0,310.0,130.0,750.0,480.0,140.0,350.0,100.0,17.0,1020.0,8.0
"Advise planning officials on project feasibility, cost-effectiveness, regulatory conformance, or possible alternatives.",advise planning officials on project feasibility costeffectiveness regulatory conformance or possible alternatives,Advise others on business or operational matters.,Advise others on business or operational matters.,Providing Consultation and Advice to Others,Urban and Regional Planners,urban and regional planners,19-3051.00,Urban and Regional Planners,19-3051,19-3051.00,Urban and Regional Planners,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.333400000000001,False,0.4215384615384615,4.6,100.0,0.070709243128964,0.3,E2,E2,89320.0,70710.0,93860.0,102400.0,63530.0,109610.0,101340.0,99880.0,67110.0,137000.0,80720.0,80030.0,85590.0,76500.0,91360.0,70760.0,79100.0,82330.0,65000.0,74500.0,79120.0,88570.0,99780.0,78510.0,97060.0,60300.0,80720.0,80770.0,74830.0,100040.0,73860.0,86280.0,77710.0,89630.0,81230.0,78500.0,79950.0,81520.0,103070.0,80810.0,90210.0,75810.0,71180.0,78970.0,82830.0,84360.0,84750.0,86030.0,100990.0,61390.0,84290.0,70190.0,88610.0,51600.0,89320.0,44230.0,520.0,230.0,1330.0,80.0,7460.0,1300.0,350.0,290.0,120.0,2620.0,1150.0,450.0,350.0,1140.0,620.0,300.0,250.0,180.0,240.0,190.0,900.0,1540.0,1380.0,860.0,200.0,440.0,270.0,360.0,270.0,260.0,790.0,270.0,2420.0,1630.0,210.0,760.0,350.0,1010.0,860.0,160.0,530.0,210.0,310.0,2190.0,500.0,100.0,1740.0,3180.0,160.0,1100.0,110.0,60.0,90.0,9.0
"Advise project teams on subjects such as premarket regulatory requirements, export and labeling requirements, or clinical study compliance issues.",advise project teams on subjects such as premarket regulatory requirements export and labeling requirements or clinical study compliance issues,Advise others on legal or regulatory compliance matters.,Advise others on legal or regulatory matters.,Providing Consultation and Advice to Others,Regulatory Affairs Specialists,regulatory affairs specialists,13-1041.07,Regulatory Affairs Specialists,13-1041,13-1041.07,Compliance Officers,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,3.952695269526953,False,0.9446153846153846,4.35,100.0,0.0772301587301587,0.1,E1,E2,80730.0,72990.0,76430.0,74920.0,64680.0,96980.0,82450.0,91810.0,91050.0,111030.0,74920.0,70200.0,82590.0,75450.0,80550.0,78770.0,75620.0,69740.0,69240.0,70290.0,83740.0,84720.0,102060.0,77390.0,85920.0,67450.0,67270.0,66660.0,73920.0,78290.0,82800.0,100000.0,67990.0,90080.0,78500.0,79440.0,75030.0,63000.0,82990.0,85580.0,87620.0,75460.0,72630.0,63960.0,75370.0,67370.0,90420.0,80380.0,88790.0,64270.0,78800.0,79890.0,71930.0,48950.0,67990.0,113754.0,6169.0,920.0,20341.0,5106.0,81627.0,12666.0,3610.0,3518.0,7168.0,48570.0,23549.0,2078.0,2717.0,17428.0,8379.0,5989.0,5826.0,7135.0,6497.0,2929.0,16528.0,21585.0,15907.0,10048.0,2815.0,11455.0,2422.0,5679.0,7200.0,2831.0,21781.0,3928.0,38457.0,18525.0,990.0,18394.0,6922.0,8771.0,32419.0,970.0,7790.0,1849.0,7990.0,70205.0,6153.0,3207.0,24858.0,18214.0,2815.0,9344.0,949.0,425.0,8952.0,230.0
"Advise retail managers on compliance with applicable codes, laws, regulations, or standards.",advise retail managers on compliance with applicable codes laws regulations or standards,Advise others on legal or regulatory compliance matters.,Advise others on legal or regulatory matters.,Providing Consultation and Advice to Others,Loss Prevention Managers,loss prevention managers,11-9199.08,Loss Prevention Managers,11-9199,11-9199.08,Miscellaneous Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.343817675569764,False,0.6207153846153847,3.94,77.27,0.0397102967653814,0.1,E1,E2,141900.0,135890.0,127950.0,129870.0,87520.0,174560.0,171140.0,162690.0,168060.0,175720.0,108890.0,125000.0,130000.0,131550.0,140240.0,79900.0,128080.0,131710.0,122930.0,103140.0,115920.0,159040.0,182950.0,134260.0,152600.0,101570.0,125760.0,110470.0,116430.0,112040.0,145630.0,161510.0,123550.0,167200.0,141160.0,126440.0,129940.0,131870.0,125580.0,131600.0,165900.0,129960.0,119470.0,99430.0,134390.0,134890.0,125440.0,166230.0,164160.0,124940.0,107050.0,113420.0,104010.0,82250.0,95530.0,185188.0,2345.0,2072.0,10167.0,6774.0,118556.0,16739.0,8727.0,1524.0,22109.0,45027.0,41289.0,743.0,1464.0,37717.0,8322.0,4286.0,3203.0,2845.0,15739.0,2214.0,20870.0,12656.0,11167.0,4953.0,1143.0,13596.0,1905.0,3143.0,10846.0,1583.0,36038.0,4488.0,21990.0,25990.0,2429.0,8763.0,1595.0,9143.0,24014.0,941.0,2631.0,679.0,20847.0,73112.0,10941.0,1262.0,25668.0,12489.0,4334.0,16954.0,1012.0,214.0,6608.0,167.0
Advise students on academic and vocational curricula and career issues.,advise students on academic and vocational curricula and career issues,Advise students on academic or career matters.,Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,"Business Teachers, Postsecondary",business teachers postsecondary,25-1011.00,"Business Teachers, Postsecondary",25-1011,25-1011.00,"Business Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0030529241359659,4.038482989403235,False,0.2701461538461538,4.01,90.5,0.052005086174499,0.3,E2,E2,99080.0,82170.0,168930.0,81600.0,64620.0,128470.0,78210.0,103750.0,130370.0,128370.0,78870.0,82820.0,76860.0,84190.0,94770.0,86640.0,83200.0,83310.0,80140.0,129040.0,83250.0,126560.0,103110.0,111190.0,95820.0,75680.0,100310.0,81490.0,88690.0,98920.0,83070.0,85250.0,83980.0,104490.0,79600.0,110050.0,79770.0,82060.0,100180.0,101760.0,103820.0,78830.0,72650.0,85950.0,101210.0,115870.0,101170.0,103860.0,100390.0,104480.0,96680.0,69550.0,99080.0,66340.0,99080.0,82150.0,1260.0,130.0,1240.0,450.0,5290.0,2080.0,1310.0,280.0,630.0,2900.0,1940.0,390.0,240.0,3580.0,2030.0,890.0,660.0,760.0,640.0,300.0,2280.0,4190.0,2240.0,980.0,530.0,1720.0,170.0,530.0,400.0,580.0,3190.0,410.0,7480.0,2960.0,250.0,3100.0,770.0,940.0,4630.0,360.0,1500.0,260.0,1260.0,7710.0,460.0,110.0,2450.0,1190.0,420.0,1940.0,150.0,35.0,450.0,17.0
Advise students on academic and vocational curricula and on career issues.,advise students on academic and vocational curricula and on career issues,Advise students on academic or career matters.,Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,"Computer Science Teachers, Postsecondary",computer science teachers postsecondary,25-1021.00,"Computer Science Teachers, Postsecondary",25-1021,25-1021.00,"Math and Computer Science Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001908077584978,4.280387196128038,False,0.4889415384615385,4.04,90.81,0.0633475863249351,0.2,E2,E2,96980.0,92640.0,96980.0,84050.0,56180.0,128210.0,80530.0,106290.0,102080.0,101380.0,76950.0,98030.0,96980.0,96980.0,98750.0,102660.0,89510.0,67400.0,83470.0,77530.0,99730.0,98850.0,128030.0,107690.0,85710.0,75520.0,90770.0,81560.0,94360.0,106640.0,83630.0,81500.0,79440.0,96450.0,80080.0,81400.0,91230.0,76570.0,107310.0,97500.0,100790.0,78240.0,75540.0,81600.0,97480.0,124460.0,94930.0,106780.0,90950.0,73880.0,97730.0,63900.0,96980.0,75050.0,96980.0,35480.0,500.0,74.0,700.0,160.0,2480.0,920.0,390.0,120.0,210.0,950.0,1160.0,142.0,120.0,1540.0,1240.0,290.0,260.0,310.0,200.0,120.0,830.0,1490.0,810.0,480.0,160.0,510.0,60.0,260.0,140.0,210.0,1440.0,200.0,3170.0,1650.0,90.0,1180.0,210.0,530.0,1520.0,160.0,380.0,150.0,560.0,3540.0,550.0,110.0,1670.0,800.0,270.0,510.0,40.0,15.0,230.0,7.0
Advise students on academic and vocational curricula and on career issues.,advise students on academic and vocational curricula and on career issues,Advise students on academic or career matters.,Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,"Mathematical Science Teachers, Postsecondary",mathematical science teachers postsecondary,25-1022.00,"Mathematical Science Teachers, Postsecondary",25-1022,25-1022.00,"Math and Computer Science Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001908077584978,4.280387196128038,False,0.1925915384615384,3.54,84.56,0.0336139276098292,0.3,E2,E2,79940.0,65900.0,79940.0,71230.0,54340.0,130680.0,81930.0,85020.0,101510.0,81880.0,60700.0,66440.0,79940.0,79940.0,77080.0,78780.0,80300.0,64330.0,65820.0,79940.0,81130.0,83360.0,85490.0,99330.0,85570.0,61760.0,74640.0,80610.0,79310.0,82540.0,91670.0,80660.0,66550.0,87230.0,73620.0,76770.0,81330.0,64660.0,91770.0,82170.0,95600.0,77580.0,64620.0,76240.0,76990.0,83270.0,84860.0,75830.0,85560.0,69370.0,80480.0,76910.0,79940.0,76750.0,79940.0,47670.0,850.0,99.0,680.0,290.0,3810.0,890.0,820.0,130.0,260.0,2660.0,1100.0,191.0,200.0,2390.0,1100.0,450.0,460.0,490.0,340.0,170.0,820.0,1880.0,1420.0,690.0,360.0,740.0,120.0,270.0,250.0,150.0,1660.0,400.0,4080.0,1870.0,120.0,1600.0,430.0,820.0,2000.0,260.0,700.0,130.0,870.0,4870.0,370.0,170.0,1570.0,820.0,210.0,780.0,110.0,20.0,150.0,10.0
Advise students on academic and vocational curricula and on career issues.,advise students on academic and vocational curricula and on career issues,Advise students on academic or career matters.,Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,"Architecture Teachers, Postsecondary",architecture teachers postsecondary,25-1031.00,"Architecture Teachers, Postsecondary",25-1031,25-1031.00,"Engineering and Architecture Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001908077584978,4.280387196128038,False,0.5226411538461538,4.07,97.68,0.0735653574770248,0.2,E2,E2,96870.0,80770.0,96870.0,96870.0,96870.0,103520.0,80530.0,122880.0,96870.0,84950.0,78960.0,96870.0,96870.0,96870.0,104580.0,84040.0,79100.0,85970.0,96870.0,83000.0,96870.0,102240.0,102920.0,100700.0,95560.0,77930.0,96870.0,77630.0,77540.0,96870.0,96870.0,83620.0,69820.0,126430.0,86850.0,96870.0,79520.0,81800.0,80640.0,101740.0,92010.0,76900.0,96870.0,79170.0,101040.0,102180.0,96870.0,105940.0,81950.0,96870.0,79980.0,96870.0,96870.0,126700.0,96870.0,7700.0,120.0,16.0,159.0,64.0,530.0,110.0,83.0,24.0,35.0,488.0,241.0,31.0,42.0,230.0,160.0,80.0,140.0,98.0,140.0,32.0,50.0,430.0,190.0,120.0,60.0,144.0,60.0,60.0,76.0,34.0,330.0,40.0,1460.0,150.0,21.0,290.0,50.0,250.0,440.0,100.0,90.0,22.0,80.0,770.0,50.0,15.0,230.0,100.0,35.0,50.0,14.0,3.0,46.0,2.0
Advise students on academic and vocational curricula and on career issues.,advise students on academic and vocational curricula and on career issues,Advise students on academic or career matters.,Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,"Engineering Teachers, Postsecondary",engineering teachers postsecondary,25-1032.00,"Engineering Teachers, Postsecondary",25-1032,25-1032.00,"Engineering and Architecture Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001908077584978,4.280387196128038,False,0.213976923076923,3.41,98.97,0.0123733171286568,0.1,E2,E2,109270.0,103580.0,109600.0,108540.0,104210.0,137280.0,104070.0,124350.0,130730.0,101970.0,97340.0,131260.0,109270.0,112240.0,135430.0,106010.0,103360.0,115160.0,110810.0,125930.0,88750.0,117200.0,134850.0,127230.0,108390.0,100440.0,109270.0,101170.0,95860.0,107890.0,127070.0,109910.0,105410.0,106240.0,109270.0,109710.0,102410.0,99790.0,106840.0,82070.0,102690.0,103420.0,97700.0,100640.0,123280.0,105180.0,104110.0,121880.0,119960.0,100400.0,112830.0,103380.0,109270.0,83150.0,109270.0,40270.0,650.0,40.0,370.0,120.0,2720.0,1100.0,640.0,210.0,140.0,2555.0,700.0,161.0,180.0,1040.0,1500.0,430.0,280.0,340.0,300.0,180.0,690.0,2610.0,2120.0,560.0,330.0,620.0,280.0,390.0,290.0,170.0,1270.0,290.0,3240.0,1450.0,220.0,1260.0,470.0,610.0,2990.0,129.0,490.0,120.0,790.0,4080.0,320.0,90.0,1070.0,820.0,240.0,720.0,120.0,17.0,430.0,8.0
Advise students on academic and vocational curricula and on career issues.,advise students on academic and vocational curricula and on career issues,Advise students on academic or career matters.,Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,"Agricultural Sciences Teachers, Postsecondary",agricultural sciences teachers postsecondary,25-1041.00,"Agricultural Sciences Teachers, Postsecondary",25-1041,25-1041.00,"Life Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001908077584978,4.280387196128038,False,0.51144,4.2,93.54,0.0746009430156172,0.2,E1,E2,98700.0,80030.0,98700.0,73500.0,74340.0,109930.0,81920.0,125350.0,126770.0,98700.0,62420.0,104330.0,98700.0,105690.0,105440.0,74480.0,101080.0,112480.0,84100.0,98700.0,92480.0,129920.0,98700.0,136130.0,100410.0,69930.0,78730.0,93470.0,97640.0,98700.0,98700.0,131380.0,108290.0,98700.0,102560.0,108130.0,46160.0,64080.0,100930.0,98700.0,98700.0,98700.0,98220.0,128270.0,105370.0,64500.0,106680.0,105330.0,82960.0,98700.0,82950.0,98660.0,98700.0,85850.0,98700.0,8920.0,280.0,19.0,80.0,170.0,400.0,160.0,80.0,70.0,40.0,120.0,380.0,36.0,80.0,340.0,160.0,230.0,200.0,200.0,110.0,70.0,90.0,207.0,240.0,280.0,230.0,210.0,160.0,250.0,88.0,39.0,50.0,80.0,552.0,500.0,90.0,60.0,410.0,290.0,60.0,29.0,131.0,110.0,350.0,1170.0,90.0,60.0,230.0,160.0,50.0,370.0,90.0,4.0,80.0,2.0
Advise students on academic and vocational curricula and on career issues.,advise students on academic and vocational curricula and on career issues,Advise students on academic or career matters.,Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,"Biological Science Teachers, Postsecondary",biological science teachers postsecondary,25-1042.00,"Biological Science Teachers, Postsecondary",25-1042,25-1042.00,"Life Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001908077584978,4.280387196128038,False,0.5703957692307693,3.98,98.73,0.0422278659386448,0.1,E2,E2,84620.0,77540.0,84620.0,83030.0,77670.0,129150.0,98680.0,96470.0,101380.0,96830.0,57140.0,88020.0,84620.0,81620.0,99060.0,83130.0,78060.0,81300.0,70630.0,79010.0,84080.0,83500.0,105050.0,103620.0,96880.0,66830.0,80970.0,100480.0,81190.0,85040.0,102410.0,79540.0,98820.0,98180.0,77700.0,90740.0,79600.0,65960.0,100820.0,85970.0,102300.0,82300.0,76570.0,78940.0,82470.0,81580.0,82230.0,79190.0,97280.0,67190.0,78920.0,82930.0,84620.0,84590.0,84620.0,50190.0,1160.0,104.0,1039.0,430.0,3610.0,810.0,870.0,130.0,350.0,2020.0,980.0,201.0,220.0,2340.0,1100.0,540.0,430.0,470.0,390.0,270.0,970.0,2060.0,1460.0,780.0,580.0,1060.0,110.0,500.0,350.0,170.0,1570.0,150.0,3870.0,1960.0,170.0,1350.0,470.0,800.0,2410.0,250.0,750.0,160.0,830.0,3840.0,300.0,170.0,1760.0,960.0,220.0,950.0,160.0,21.0,340.0,10.0
Advise students on academic and vocational curricula and on career issues.,advise students on academic and vocational curricula and on career issues,Advise students on academic or career matters.,Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,"Forestry and Conservation Science Teachers, Postsecondary",forestry and conservation science teachers postsecondary,25-1043.00,"Forestry and Conservation Science Teachers, Postsecondary",25-1043,25-1043.00,"Life Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001908077584978,4.280387196128038,False,0.6229461538461538,4.14,100.0,0.0912778230373683,0.2,E2,E2,101420.0,80380.0,101420.0,115730.0,101420.0,61730.0,101420.0,101420.0,101420.0,101420.0,101420.0,94310.0,101420.0,101420.0,101420.0,102330.0,101420.0,101420.0,101420.0,101420.0,82280.0,101420.0,101420.0,138130.0,82670.0,101420.0,79820.0,104220.0,101420.0,101420.0,101420.0,101420.0,101420.0,101420.0,108430.0,101420.0,101420.0,101420.0,126930.0,101420.0,101420.0,101420.0,101420.0,101420.0,101420.0,101420.0,101420.0,132820.0,104490.0,84450.0,98410.0,101420.0,101420.0,101420.0,101420.0,1520.0,80.0,3.0,60.0,13.0,110.0,28.0,16.0,5.0,7.0,96.0,40.0,6.0,8.0,59.0,40.0,15.0,14.0,19.0,19.0,50.0,27.0,35.0,60.0,180.0,11.0,70.0,60.0,10.0,15.0,7.0,42.0,8.0,94.0,90.0,4.0,54.0,17.0,210.0,59.0,5.0,22.0,4.0,32.0,137.0,17.0,3.0,60.0,40.0,40.0,40.0,3.0,1.0,9.0,0.0
Advise students on academic and vocational curricula and on career issues.,advise students on academic and vocational curricula and on career issues,Advise students on academic or career matters.,Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,"Atmospheric, Earth, Marine, and Space Sciences Teachers, Postsecondary",atmospheric earth marine and space sciences teachers postsecondary,25-1051.00,"Atmospheric, Earth, Marine, and Space Sciences Teachers, Postsecondary",25-1051,25-1051.00,"Physical Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001908077584978,4.280387196128038,False,0.2048761538461538,3.6,90.66,0.0234039407832989,0.2,E2,E2,103170.0,81940.0,103170.0,110600.0,103170.0,133230.0,79190.0,123770.0,103170.0,103170.0,81980.0,94790.0,103170.0,103170.0,87150.0,99970.0,97660.0,101750.0,95830.0,103170.0,95320.0,107700.0,108930.0,104780.0,102900.0,77670.0,102200.0,103170.0,103170.0,105860.0,130230.0,131930.0,106990.0,87350.0,102980.0,98000.0,94890.0,104270.0,128140.0,105650.0,103170.0,76500.0,63160.0,85020.0,105080.0,97240.0,103170.0,119940.0,103070.0,81850.0,107370.0,100240.0,103170.0,103170.0,103170.0,9900.0,90.0,21.0,240.0,82.0,1410.0,340.0,230.0,31.0,44.0,350.0,50.0,40.0,54.0,150.0,130.0,50.0,80.0,40.0,122.0,130.0,180.0,470.0,180.0,90.0,120.0,130.0,32.0,65.0,60.0,50.0,270.0,50.0,1730.0,360.0,60.0,150.0,30.0,340.0,220.0,32.0,80.0,70.0,120.0,690.0,180.0,19.0,230.0,210.0,40.0,130.0,50.0,4.0,59.0,2.0
Advise students on academic and vocational curricula and on career issues.,advise students on academic and vocational curricula and on career issues,Advise students on academic or career matters.,Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,"Chemistry Teachers, Postsecondary",chemistry teachers postsecondary,25-1052.00,"Chemistry Teachers, Postsecondary",25-1052,25-1052.00,"Physical Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001908077584978,4.280387196128038,False,0.3745257692307692,3.74,99.44,0.0257388418799726,0.1,E2,E2,93250.0,76430.0,93250.0,103790.0,64720.0,132960.0,96600.0,78820.0,104610.0,103370.0,77630.0,85300.0,93250.0,93250.0,97860.0,81530.0,82050.0,93830.0,82550.0,83680.0,85250.0,101530.0,108270.0,101030.0,104380.0,66420.0,83000.0,84680.0,85050.0,101640.0,102220.0,81600.0,85240.0,99880.0,78620.0,111020.0,77910.0,64450.0,101350.0,95070.0,100920.0,81200.0,75810.0,79150.0,81810.0,102110.0,78560.0,80330.0,85970.0,81830.0,83480.0,82830.0,93250.0,78640.0,93250.0,19980.0,310.0,42.0,210.0,110.0,1650.0,330.0,350.0,80.0,100.0,340.0,500.0,80.0,60.0,880.0,530.0,230.0,170.0,250.0,140.0,70.0,310.0,820.0,560.0,430.0,130.0,460.0,80.0,150.0,60.0,70.0,750.0,80.0,1840.0,900.0,60.0,700.0,220.0,460.0,1270.0,110.0,270.0,70.0,370.0,1470.0,200.0,90.0,760.0,390.0,90.0,450.0,30.0,9.0,210.0,4.0
Advise students on academic and vocational curricula and on career issues.,advise students on academic and vocational curricula and on career issues,Advise students on academic or career matters.,Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,"Environmental Science Teachers, Postsecondary",environmental science teachers postsecondary,25-1053.00,"Environmental Science Teachers, Postsecondary",25-1053,25-1053.00,"Physical Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001908077584978,4.280387196128038,False,0.3030142307692308,4.14,99.03,0.0202214462338269,0.1,E2,E2,94980.0,64700.0,94980.0,81730.0,59910.0,108290.0,78800.0,94980.0,94980.0,99300.0,77830.0,84290.0,94980.0,94980.0,104440.0,78400.0,79570.0,94980.0,139110.0,94980.0,92120.0,131060.0,106110.0,112730.0,93640.0,76210.0,83210.0,97890.0,94980.0,94820.0,102650.0,82890.0,111270.0,102640.0,82360.0,94980.0,82920.0,113680.0,90270.0,91640.0,94980.0,99540.0,94980.0,98560.0,79160.0,103510.0,102580.0,104730.0,101430.0,94980.0,79120.0,94980.0,94980.0,94980.0,94980.0,6690.0,40.0,14.0,190.0,40.0,300.0,210.0,120.0,21.0,30.0,80.0,330.0,27.0,37.0,170.0,70.0,40.0,61.0,70.0,83.0,30.0,220.0,280.0,270.0,120.0,50.0,100.0,60.0,44.0,50.0,90.0,350.0,50.0,610.0,210.0,18.0,210.0,30.0,170.0,240.0,21.0,130.0,20.0,100.0,380.0,40.0,100.0,300.0,190.0,30.0,160.0,12.0,3.0,40.0,1.0
Advise students on academic and vocational curricula and on career issues.,advise students on academic and vocational curricula and on career issues,Advise students on academic or career matters.,Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,"Physics Teachers, Postsecondary",physics teachers postsecondary,25-1054.00,"Physics Teachers, Postsecondary",25-1054,25-1054.00,"Physical Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001908077584978,4.280387196128038,False,0.2721453846153846,3.68,94.41,0.0312616444376119,0.2,E2,E2,100310.0,82750.0,100310.0,65730.0,64900.0,139420.0,99280.0,112410.0,108810.0,85190.0,74050.0,101580.0,100310.0,106040.0,94900.0,102970.0,104270.0,97140.0,80270.0,90040.0,104270.0,110980.0,111280.0,109090.0,107240.0,71160.0,99970.0,98050.0,98460.0,96330.0,99050.0,98920.0,108850.0,103100.0,87370.0,101700.0,96310.0,91580.0,104320.0,98370.0,100310.0,81210.0,86010.0,80630.0,97760.0,99860.0,98390.0,104490.0,96930.0,98320.0,89630.0,100310.0,100310.0,83830.0,100310.0,13090.0,170.0,27.0,350.0,30.0,1130.0,280.0,260.0,70.0,130.0,180.0,210.0,52.0,50.0,540.0,270.0,120.0,110.0,160.0,90.0,60.0,300.0,680.0,460.0,250.0,100.0,230.0,70.0,70.0,90.0,40.0,530.0,70.0,1080.0,440.0,40.0,420.0,90.0,230.0,580.0,42.0,150.0,30.0,340.0,1110.0,120.0,50.0,610.0,310.0,50.0,210.0,23.0,6.0,80.0,3.0
"Advise students on academic and vocational curricula, and on career issues.",advise students on academic and vocational curricula and on career issues,Advise students on academic or career matters.,Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,"Area, Ethnic, and Cultural Studies Teachers, Postsecondary",area ethnic and cultural studies teachers postsecondary,25-1062.00,"Area, Ethnic, and Cultural Studies Teachers, Postsecondary",25-1062,25-1062.00,"Social Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001908077584978,4.280387196128038,False,0.5123619230769231,3.81,93.36,0.073979364091213,0.2,E2,E2,85020.0,63090.0,81700.0,75680.0,85020.0,105220.0,79190.0,99900.0,85020.0,101700.0,66520.0,77630.0,85020.0,85020.0,90030.0,84970.0,85020.0,107120.0,74690.0,85020.0,103060.0,91330.0,100470.0,87840.0,81580.0,85020.0,85020.0,78690.0,85020.0,85020.0,125450.0,97500.0,85020.0,101800.0,66470.0,85020.0,80060.0,76600.0,80310.0,96010.0,104460.0,64500.0,85020.0,75060.0,72250.0,82990.0,85020.0,85960.0,81410.0,71200.0,78770.0,76170.0,85020.0,46660.0,85020.0,11300.0,50.0,80.0,240.0,94.0,770.0,160.0,310.0,35.0,230.0,120.0,450.0,45.0,62.0,220.0,260.0,113.0,90.0,90.0,140.0,50.0,520.0,610.0,460.0,280.0,84.0,212.0,90.0,74.0,112.0,80.0,480.0,63.0,1520.0,590.0,31.0,390.0,50.0,340.0,260.0,36.0,130.0,33.0,60.0,830.0,40.0,22.0,300.0,240.0,40.0,180.0,40.0,5.0,68.0,2.0
Advise students on academic and vocational curricula and on career issues.,advise students on academic and vocational curricula and on career issues,Advise students on academic or career matters.,Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,"Economics Teachers, Postsecondary",economics teachers postsecondary,25-1063.00,"Economics Teachers, Postsecondary",25-1063,25-1063.00,"Social Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001908077584978,4.280387196128038,False,0.5198126923076923,3.59,99.9,0.0400780985178597,0.1,E2,E2,123920.0,101250.0,123920.0,137250.0,76610.0,137360.0,98870.0,155950.0,123920.0,161860.0,91140.0,117600.0,123920.0,123920.0,124850.0,105390.0,85090.0,103490.0,106250.0,132670.0,125960.0,133540.0,164410.0,129400.0,108460.0,88290.0,116530.0,123920.0,130980.0,123920.0,201610.0,109880.0,110020.0,127500.0,114200.0,123920.0,105930.0,107260.0,136450.0,117970.0,123920.0,109060.0,85700.0,104560.0,118530.0,128370.0,134850.0,128790.0,96500.0,91170.0,99970.0,123920.0,123920.0,123920.0,123920.0,11560.0,90.0,24.0,100.0,40.0,770.0,270.0,300.0,36.0,220.0,150.0,370.0,46.0,63.0,460.0,150.0,80.0,130.0,120.0,70.0,70.0,200.0,750.0,350.0,250.0,70.0,150.0,38.0,90.0,115.0,80.0,410.0,60.0,1240.0,490.0,32.0,410.0,110.0,180.0,610.0,37.0,110.0,40.0,250.0,770.0,150.0,80.0,460.0,190.0,40.0,310.0,21.0,5.0,69.0,2.0
Advise students on academic and vocational curricula and on career issues.,advise students on academic and vocational curricula and on career issues,Advise students on academic or career matters.,Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,"Geography Teachers, Postsecondary",geography teachers postsecondary,25-1064.00,"Geography Teachers, Postsecondary",25-1064,25-1064.00,"Social Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001908077584978,4.280387196128038,False,0.2016130769230769,3.46,98.58,0.0425043723390154,0.3,E2,E2,97590.0,97590.0,97590.0,82510.0,97590.0,146040.0,97590.0,105470.0,97590.0,97590.0,97590.0,85420.0,97590.0,97590.0,100790.0,82830.0,97590.0,97590.0,86790.0,97590.0,97590.0,103430.0,101870.0,81380.0,95890.0,75130.0,83530.0,97590.0,72300.0,97590.0,97590.0,78540.0,89060.0,100420.0,84630.0,97590.0,81290.0,84170.0,113500.0,97120.0,97590.0,85810.0,97590.0,81220.0,99510.0,97590.0,107790.0,97590.0,90550.0,97590.0,78710.0,97590.0,97590.0,97590.0,97590.0,3330.0,45.0,7.0,110.0,28.0,280.0,61.0,40.0,10.0,15.0,211.0,60.0,13.0,18.0,140.0,70.0,33.0,31.0,50.0,41.0,14.0,110.0,60.0,80.0,120.0,50.0,40.0,11.0,40.0,33.0,15.0,50.0,30.0,200.0,160.0,9.0,150.0,50.0,180.0,220.0,11.0,80.0,10.0,80.0,180.0,37.0,40.0,87.0,100.0,15.0,70.0,6.0,1.0,20.0,1.0
Advise students on academic and vocational curricula and on career issues.,advise students on academic and vocational curricula and on career issues,Advise students on academic or career matters.,Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,"Political Science Teachers, Postsecondary",political science teachers postsecondary,25-1065.00,"Political Science Teachers, Postsecondary",25-1065,25-1065.00,"Social Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001908077584978,4.280387196128038,False,0.5499076923076924,3.97,99.57,0.1198638776269659,0.3,E2,E2,98070.0,77860.0,98070.0,99910.0,58350.0,124890.0,98070.0,100230.0,98070.0,102310.0,77860.0,79870.0,98070.0,98070.0,100700.0,83770.0,80160.0,78800.0,78670.0,88090.0,96760.0,105630.0,128150.0,107060.0,97170.0,59270.0,94500.0,109050.0,86380.0,93300.0,124110.0,100260.0,80640.0,104050.0,78760.0,98070.0,80090.0,63400.0,83580.0,97230.0,101320.0,78650.0,72580.0,81330.0,86950.0,80610.0,107490.0,101430.0,101140.0,77420.0,83190.0,84750.0,98070.0,98070.0,98070.0,16970.0,180.0,35.0,190.0,80.0,1060.0,312.0,320.0,53.0,1120.0,270.0,470.0,68.0,93.0,460.0,630.0,100.0,80.0,140.0,70.0,60.0,370.0,920.0,380.0,250.0,90.0,280.0,55.0,50.0,70.0,90.0,650.0,40.0,1460.0,440.0,47.0,460.0,90.0,540.0,660.0,170.0,210.0,30.0,250.0,1890.0,70.0,80.0,830.0,450.0,70.0,290.0,40.0,7.0,102.0,3.0
Advise students on academic and vocational curricula and on career issues.,advise students on academic and vocational curricula and on career issues,Advise students on academic or career matters.,Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,"Psychology Teachers, Postsecondary",psychology teachers postsecondary,25-1066.00,"Psychology Teachers, Postsecondary",25-1066,25-1066.00,"Social Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001908077584978,4.280387196128038,False,0.337136923076923,3.57,92.59,0.0217540495206814,0.1,E2,E2,80340.0,75340.0,79040.0,78610.0,60730.0,107340.0,76810.0,84500.0,102340.0,101250.0,69050.0,79440.0,80340.0,83010.0,77860.0,77820.0,78450.0,79730.0,74520.0,91340.0,81660.0,101430.0,82930.0,99900.0,82640.0,62590.0,79240.0,77120.0,77340.0,81300.0,95030.0,80790.0,83600.0,100720.0,75260.0,97110.0,78530.0,61720.0,80060.0,75960.0,94360.0,74890.0,65020.0,76010.0,77060.0,93090.0,81100.0,77950.0,78330.0,74280.0,77580.0,65050.0,80340.0,66580.0,80340.0,41530.0,610.0,70.0,940.0,190.0,4410.0,960.0,920.0,129.0,340.0,1120.0,820.0,166.0,180.0,2260.0,760.0,320.0,230.0,590.0,140.0,110.0,640.0,2640.0,920.0,760.0,260.0,590.0,90.0,170.0,140.0,110.0,1630.0,100.0,4070.0,1100.0,60.0,1500.0,410.0,660.0,2120.0,180.0,390.0,70.0,790.0,3380.0,200.0,100.0,1050.0,840.0,150.0,630.0,80.0,18.0,400.0,9.0
Advise students on academic and vocational curricula and on career issues.,advise students on academic and vocational curricula and on career issues,Advise students on academic or career matters.,Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,"Sociology Teachers, Postsecondary",sociology teachers postsecondary,25-1067.00,"Sociology Teachers, Postsecondary",25-1067,25-1067.00,"Social Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001908077584978,4.280387196128038,False,0.2878473076923077,3.84,98.09,0.0667721769976994,0.3,E2,E2,84290.0,73670.0,84290.0,78430.0,62390.0,127680.0,78630.0,101490.0,123710.0,103160.0,63470.0,84330.0,84290.0,84140.0,82610.0,79880.0,81910.0,78630.0,61260.0,83700.0,76010.0,95980.0,96790.0,102870.0,87340.0,70860.0,77800.0,75880.0,76230.0,87480.0,112890.0,78350.0,77740.0,97540.0,76430.0,84290.0,79690.0,64900.0,101960.0,99660.0,84290.0,78410.0,64210.0,77370.0,81220.0,99350.0,87620.0,78120.0,83140.0,77380.0,84960.0,84290.0,84290.0,84090.0,84290.0,11850.0,210.0,25.0,230.0,30.0,810.0,220.0,320.0,37.0,70.0,230.0,230.0,48.0,50.0,440.0,290.0,140.0,110.0,150.0,80.0,80.0,200.0,580.0,370.0,240.0,90.0,100.0,30.0,70.0,100.0,40.0,550.0,50.0,1130.0,550.0,33.0,550.0,120.0,150.0,440.0,38.0,120.0,40.0,190.0,1040.0,70.0,40.0,400.0,200.0,60.0,450.0,21.0,5.0,70.0,2.0
Advise students on academic and vocational curricula and on career issues.,advise students on academic and vocational curricula and on career issues,Advise students on academic or career matters.,Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,"Health Specialties Teachers, Postsecondary",health specialties teachers postsecondary,25-1071.00,"Health Specialties Teachers, Postsecondary",25-1071,25-1071.00,"Health Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001908077584978,4.280387196128038,False,0.3683357692307692,3.72,85.8,0.0421523570956906,0.2,E2,E2,107310.0,92310.0,73890.0,99000.0,124890.0,165110.0,136930.0,107310.0,105780.0,167520.0,88710.0,106960.0,81480.0,101910.0,92860.0,98170.0,128490.0,86700.0,83680.0,125130.0,103090.0,108160.0,134520.0,108970.0,103510.0,137220.0,130490.0,101220.0,80960.0,77160.0,85250.0,96630.0,134600.0,131220.0,103220.0,100760.0,74720.0,76450.0,103180.0,107920.0,103780.0,82480.0,78720.0,98870.0,108150.0,168060.0,107500.0,106880.0,137520.0,60300.0,81500.0,93480.0,107310.0,85320.0,107310.0,221270.0,3360.0,460.0,3620.0,2080.0,17350.0,7800.0,7370.0,260.0,1460.0,8500.0,4860.0,290.0,1212.0,7740.0,4880.0,3230.0,1060.0,1380.0,2250.0,730.0,7460.0,10250.0,3430.0,3050.0,1890.0,5700.0,370.0,2760.0,1230.0,430.0,2960.0,1430.0,21410.0,9240.0,510.0,5670.0,950.0,2170.0,14890.0,480.0,1030.0,270.0,4400.0,18960.0,3520.0,1170.0,5040.0,4510.0,2400.0,4410.0,230.0,94.0,1480.0,45.0
Advise students on academic and vocational curricula and on career issues.,advise students on academic and vocational curricula and on career issues,Advise students on academic or career matters.,Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,"Nursing Instructors and Teachers, Postsecondary",nursing instructors and teachers postsecondary,25-1072.00,"Nursing Instructors and Teachers, Postsecondary",25-1072,25-1072.00,"Health Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001908077584978,4.280387196128038,False,0.7968200000000001,4.27,94.63,0.057449828534797,0.1,E2,E2,80250.0,79690.0,85650.0,78980.0,63090.0,81960.0,82530.0,95500.0,98170.0,107770.0,82410.0,77720.0,129530.0,90890.0,79150.0,76080.0,77360.0,62870.0,71920.0,79960.0,79600.0,84050.0,85130.0,78870.0,81280.0,75060.0,76340.0,77980.0,82720.0,96500.0,78310.0,76980.0,79380.0,82950.0,80400.0,80710.0,76700.0,67840.0,78050.0,78460.0,78340.0,79540.0,66630.0,80050.0,84930.0,82320.0,66660.0,82550.0,81630.0,62210.0,84700.0,72590.0,80250.0,58210.0,80250.0,77960.0,1460.0,162.0,1930.0,830.0,5610.0,1350.0,1380.0,240.0,110.0,4320.0,1590.0,1890.0,430.0,4940.0,1520.0,770.0,470.0,1130.0,440.0,420.0,840.0,2280.0,1740.0,1340.0,1050.0,1040.0,240.0,300.0,870.0,320.0,2000.0,320.0,6340.0,2560.0,150.0,4290.0,640.0,450.0,4290.0,260.0,1150.0,250.0,1150.0,6830.0,580.0,151.0,1670.0,1300.0,400.0,1760.0,150.0,33.0,380.0,16.0
Advise students on academic and vocational curricula and on career issues.,advise students on academic and vocational curricula and on career issues,Advise students on academic or career matters.,Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,"Education Teachers, Postsecondary",education teachers postsecondary,25-1081.00,"Education Teachers, Postsecondary",25-1081,25-1081.00,"Education and Library Science Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001908077584978,4.280387196128038,False,0.3824323076923077,3.82,99.93,0.0821556000825734,0.3,E2,E2,75350.0,63730.0,75350.0,78520.0,74500.0,111850.0,66870.0,80620.0,75350.0,80810.0,63640.0,62510.0,49800.0,65720.0,61560.0,66150.0,62090.0,63010.0,61450.0,83710.0,77050.0,78820.0,79980.0,79910.0,78950.0,61860.0,65910.0,70320.0,78950.0,74240.0,49250.0,77600.0,64830.0,82020.0,70050.0,77540.0,62400.0,60880.0,73880.0,74910.0,80030.0,66690.0,63350.0,72390.0,68280.0,77090.0,78100.0,77060.0,75170.0,63270.0,74790.0,66350.0,75350.0,64790.0,75350.0,60830.0,840.0,127.0,1590.0,250.0,3100.0,1060.0,900.0,120.0,230.0,1290.0,1750.0,460.0,170.0,3930.0,1830.0,690.0,590.0,620.0,460.0,190.0,870.0,2050.0,1140.0,950.0,430.0,1140.0,130.0,600.0,310.0,630.0,2580.0,290.0,5430.0,2130.0,230.0,2120.0,560.0,1240.0,3390.0,190.0,1270.0,190.0,950.0,6400.0,330.0,170.0,1630.0,1270.0,320.0,1540.0,80.0,26.0,280.0,12.0
Advise students on academic and vocational curricula and on career issues.,advise students on academic and vocational curricula and on career issues,Advise students on academic or career matters.,Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,"Library Science Teachers, Postsecondary",library science teachers postsecondary,25-1082.00,"Library Science Teachers, Postsecondary",25-1082,25-1082.00,"Education and Library Science Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001908077584978,4.280387196128038,False,0.5770923076923077,4.19,82.0,0.0773829813837177,0.2,E2,E2,80340.0,76340.0,80340.0,80340.0,80340.0,125640.0,80340.0,80340.0,80340.0,80340.0,75500.0,72510.0,80340.0,80340.0,80760.0,83330.0,83950.0,66100.0,63660.0,80340.0,80340.0,123170.0,80850.0,83370.0,83710.0,59920.0,74800.0,80340.0,66190.0,80340.0,80340.0,85130.0,80340.0,76060.0,79460.0,80340.0,82610.0,65620.0,81890.0,86250.0,80340.0,65310.0,80340.0,76940.0,76940.0,80340.0,80340.0,82880.0,104540.0,80340.0,80340.0,80340.0,80340.0,68350.0,80340.0,3630.0,130.0,8.0,75.0,30.0,310.0,67.0,39.0,11.0,16.0,100.0,110.0,15.0,20.0,390.0,80.0,40.0,60.0,60.0,45.0,15.0,90.0,50.0,70.0,110.0,100.0,60.0,12.0,40.0,36.0,16.0,120.0,20.0,210.0,250.0,10.0,50.0,80.0,90.0,30.0,12.0,40.0,11.0,210.0,180.0,40.0,7.0,100.0,90.0,16.0,68.0,7.0,2.0,40.0,1.0
Advise students on academic and vocational curricula and on career issues.,advise students on academic and vocational curricula and on career issues,Advise students on academic or career matters.,Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,"Criminal Justice and Law Enforcement Teachers, Postsecondary",criminal justice and law enforcement teachers postsecondary,25-1111.00,"Criminal Justice and Law Enforcement Teachers, Postsecondary",25-1111,25-1111.00,"Law, Criminal Justice, and Social Work Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001908077584978,4.280387196128038,False,0.8390449999999999,4.07,93.22,0.1854937620203563,0.3,E2,E2,76590.0,65280.0,76590.0,71230.0,62380.0,139720.0,122050.0,73090.0,80510.0,76590.0,61550.0,71510.0,76590.0,76590.0,66040.0,68340.0,79690.0,50270.0,60280.0,82100.0,76590.0,99600.0,79500.0,76770.0,83060.0,78520.0,70500.0,76590.0,61650.0,67440.0,79190.0,71610.0,76590.0,82770.0,63020.0,67720.0,76610.0,62990.0,93960.0,94710.0,84270.0,76960.0,76590.0,62090.0,77270.0,76650.0,76590.0,76590.0,72700.0,76730.0,81890.0,69530.0,76590.0,76590.0,76590.0,13150.0,130.0,27.0,310.0,60.0,1460.0,370.0,200.0,40.0,59.0,840.0,320.0,53.0,72.0,480.0,170.0,80.0,70.0,100.0,70.0,54.0,220.0,380.0,360.0,100.0,110.0,360.0,43.0,70.0,60.0,40.0,530.0,73.0,880.0,1220.0,40.0,420.0,90.0,70.0,790.0,70.0,150.0,38.0,190.0,1150.0,80.0,26.0,270.0,120.0,90.0,300.0,40.0,6.0,79.0,3.0
Advise students on academic and vocational curricula and on career issues.,advise students on academic and vocational curricula and on career issues,Advise students on academic or career matters.,Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,"Law Teachers, Postsecondary",law teachers postsecondary,25-1112.00,"Law Teachers, Postsecondary",25-1112,25-1112.00,"Law, Criminal Justice, and Social Work Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001908077584978,4.280387196128038,False,0.4771780769230769,3.93,93.93,0.0680074050972599,0.2,E2,E2,128500.0,135340.0,128500.0,131950.0,95630.0,119540.0,128500.0,128500.0,128500.0,134090.0,102720.0,128500.0,128500.0,106810.0,107700.0,139400.0,160700.0,138670.0,140820.0,128500.0,136400.0,139980.0,132010.0,141680.0,171790.0,74440.0,128500.0,128500.0,127690.0,128500.0,157800.0,135760.0,128500.0,132180.0,97090.0,128500.0,75930.0,128500.0,167010.0,121310.0,128490.0,162400.0,128500.0,128500.0,138160.0,68270.0,128500.0,136270.0,125210.0,128500.0,140940.0,128500.0,128500.0,128500.0,128500.0,20060.0,40.0,42.0,60.0,30.0,7800.0,368.0,217.0,62.0,670.0,720.0,150.0,80.0,40.0,470.0,180.0,90.0,50.0,120.0,248.0,50.0,180.0,840.0,330.0,80.0,40.0,376.0,66.0,100.0,199.0,90.0,470.0,112.0,2190.0,450.0,55.0,250.0,219.0,250.0,710.0,64.0,110.0,59.0,160.0,880.0,120.0,39.0,400.0,150.0,90.0,150.0,36.0,9.0,120.0,4.0
Advise students on academic and vocational curricula and on career issues.,advise students on academic and vocational curricula and on career issues,Advise students on academic or career matters.,Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,"Social Work Teachers, Postsecondary",social work teachers postsecondary,25-1113.00,"Social Work Teachers, Postsecondary",25-1113,25-1113.00,"Law, Criminal Justice, and Social Work Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001908077584978,4.280387196128038,False,0.5621861538461539,4.0,100.0,0.0814898412918213,0.2,E2,E2,77570.0,66520.0,77570.0,71690.0,60470.0,81500.0,77570.0,79960.0,100550.0,77570.0,60580.0,65350.0,133340.0,62230.0,77010.0,74240.0,64190.0,108610.0,65260.0,77570.0,80250.0,97110.0,79710.0,76680.0,82470.0,63680.0,66470.0,43010.0,61430.0,74180.0,75500.0,77570.0,69950.0,98700.0,68660.0,77570.0,60930.0,60910.0,74320.0,75920.0,77570.0,100400.0,60100.0,75190.0,83440.0,81850.0,77570.0,77180.0,77920.0,76320.0,76420.0,77570.0,77570.0,66990.0,77570.0,12610.0,240.0,26.0,140.0,70.0,230.0,232.0,150.0,50.0,57.0,90.0,90.0,50.0,80.0,510.0,440.0,140.0,50.0,280.0,156.0,90.0,230.0,650.0,610.0,360.0,200.0,150.0,41.0,50.0,70.0,50.0,450.0,210.0,1840.0,580.0,35.0,670.0,80.0,220.0,1050.0,40.0,80.0,100.0,240.0,90.0,100.0,24.0,390.0,200.0,80.0,400.0,23.0,5.0,70.0,3.0
Advise students on academic and vocational curricula and on career issues.,advise students on academic and vocational curricula and on career issues,Advise students on academic or career matters.,Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,"Art, Drama, and Music Teachers, Postsecondary",art drama and music teachers postsecondary,25-1121.00,"Art, Drama, and Music Teachers, Postsecondary",25-1121,25-1121.00,"Arts, Communications, History, and Humanities Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001908077584978,4.280387196128038,False,0.8894011538461538,3.81,95.34,0.0674533838510047,0.1,E2,E2,78620.0,63540.0,78620.0,72060.0,60650.0,99410.0,70060.0,78600.0,103320.0,96900.0,63820.0,79870.0,78620.0,72300.0,62960.0,76050.0,77740.0,61260.0,64440.0,78710.0,79860.0,85590.0,85820.0,82990.0,77760.0,60580.0,75960.0,78420.0,75200.0,52870.0,79090.0,80100.0,76240.0,98850.0,73800.0,67190.0,78050.0,62200.0,76770.0,77280.0,97580.0,62420.0,63380.0,72030.0,77560.0,66220.0,97980.0,74870.0,77950.0,73280.0,77560.0,59190.0,78620.0,63500.0,78620.0,93560.0,900.0,195.0,1040.0,360.0,9820.0,1950.0,1430.0,150.0,350.0,2490.0,1910.0,375.0,250.0,4170.0,1920.0,910.0,640.0,900.0,720.0,340.0,1280.0,4960.0,2410.0,1310.0,540.0,1450.0,190.0,490.0,260.0,440.0,3300.0,380.0,14920.0,2880.0,130.0,3940.0,760.0,1440.0,4170.0,440.0,1290.0,200.0,1370.0,6730.0,790.0,180.0,2840.0,1400.0,340.0,1840.0,180.0,40.0,110.0,19.0
Advise students on academic and vocational curricula and on career issues.,advise students on academic and vocational curricula and on career issues,Advise students on academic or career matters.,Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,"Communications Teachers, Postsecondary",communications teachers postsecondary,25-1122.00,"Communications Teachers, Postsecondary",25-1122,25-1122.00,"Arts, Communications, History, and Humanities Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001908077584978,4.280387196128038,False,0.720176923076923,4.12,93.57,0.1634384102226816,0.3,E2,E2,78580.0,63760.0,78580.0,71230.0,59810.0,135000.0,69200.0,97210.0,100260.0,83910.0,65740.0,73430.0,78580.0,78580.0,78150.0,65390.0,77700.0,64180.0,62380.0,77250.0,78000.0,83510.0,82610.0,87670.0,83380.0,61290.0,71830.0,78110.0,79180.0,82020.0,95760.0,77780.0,49880.0,84690.0,65850.0,78120.0,77660.0,66650.0,98900.0,77790.0,95910.0,79810.0,71300.0,66630.0,77050.0,77950.0,76120.0,73750.0,75330.0,77880.0,78780.0,76760.0,78580.0,82880.0,78580.0,29420.0,300.0,61.0,630.0,140.0,3140.0,560.0,280.0,60.0,180.0,1260.0,460.0,118.0,80.0,1580.0,670.0,320.0,300.0,470.0,170.0,60.0,440.0,1110.0,630.0,450.0,180.0,480.0,60.0,90.0,70.0,40.0,1380.0,400.0,2490.0,950.0,50.0,1390.0,230.0,490.0,1530.0,110.0,320.0,80.0,440.0,2880.0,180.0,60.0,790.0,420.0,110.0,640.0,50.0,13.0,50.0,6.0
Advise students on academic and vocational curricula and on career issues.,advise students on academic and vocational curricula and on career issues,Advise students on academic or career matters.,Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,"English Language and Literature Teachers, Postsecondary",english language and literature teachers postsecondary,25-1123.00,"English Language and Literature Teachers, Postsecondary",25-1123,25-1123.00,"Arts, Communications, History, and Humanities Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001908077584978,4.280387196128038,False,0.4322019230769231,3.87,90.88,0.0306983954090085,0.1,E2,E2,78760.0,62910.0,82770.0,76990.0,56520.0,130490.0,72910.0,97310.0,97100.0,82300.0,59740.0,65530.0,78760.0,78760.0,77570.0,69180.0,79720.0,62340.0,65090.0,60350.0,84290.0,83760.0,83980.0,90240.0,84200.0,60680.0,73070.0,73160.0,78450.0,85830.0,98650.0,78760.0,66450.0,84850.0,63370.0,63690.0,65140.0,53200.0,91870.0,80670.0,79190.0,64470.0,62960.0,64220.0,78900.0,73280.0,86870.0,67330.0,79840.0,63280.0,80800.0,62030.0,78760.0,73490.0,78760.0,57720.0,1040.0,90.0,870.0,320.0,5460.0,1220.0,940.0,179.0,410.0,2480.0,1140.0,231.0,316.0,2570.0,1000.0,510.0,460.0,540.0,430.0,230.0,830.0,2900.0,1730.0,920.0,530.0,1040.0,130.0,500.0,280.0,230.0,1950.0,230.0,6110.0,2140.0,120.0,2240.0,500.0,960.0,2530.0,540.0,840.0,110.0,1150.0,4310.0,420.0,170.0,1810.0,1000.0,250.0,840.0,140.0,25.0,130.0,12.0
Advise students on academic and vocational curricula and on career issues.,advise students on academic and vocational curricula and on career issues,Advise students on academic or career matters.,Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,"Foreign Language and Literature Teachers, Postsecondary",foreign language and literature teachers postsecondary,25-1124.00,"Foreign Language and Literature Teachers, Postsecondary",25-1124,25-1124.00,"Arts, Communications, History, and Humanities Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001908077584978,4.280387196128038,False,0.2360607692307692,3.91,85.87,0.0267710235965734,0.2,E2,E2,79350.0,70580.0,76490.0,71230.0,62900.0,99860.0,77840.0,80630.0,101100.0,78930.0,76230.0,73370.0,79350.0,79350.0,81530.0,74590.0,79880.0,65890.0,65630.0,75410.0,96970.0,87280.0,98750.0,83190.0,80650.0,54670.0,76110.0,79970.0,79350.0,84980.0,101750.0,79060.0,71720.0,95120.0,63900.0,64540.0,74310.0,61580.0,91670.0,77210.0,79350.0,77790.0,81080.0,76350.0,75090.0,78570.0,79350.0,74000.0,78320.0,76340.0,78490.0,79350.0,79350.0,81050.0,79350.0,19830.0,110.0,80.0,360.0,120.0,2170.0,410.0,340.0,70.0,360.0,430.0,280.0,79.0,30.0,690.0,660.0,210.0,140.0,180.0,130.0,70.0,280.0,960.0,500.0,410.0,60.0,330.0,80.0,130.0,90.0,150.0,850.0,60.0,1520.0,690.0,30.0,960.0,80.0,510.0,1060.0,100.0,320.0,40.0,310.0,1460.0,180.0,170.0,890.0,370.0,40.0,450.0,36.0,8.0,150.0,4.0
Advise students on academic and vocational curricula and on career issues.,advise students on academic and vocational curricula and on career issues,Advise students on academic or career matters.,Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,"History Teachers, Postsecondary",history teachers postsecondary,25-1125.00,"History Teachers, Postsecondary",25-1125,25-1125.00,"Arts, Communications, History, and Humanities Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001908077584978,4.280387196128038,False,0.2310780769230769,3.6,100.0,0.0508923915300777,0.3,E2,E2,83820.0,66550.0,83820.0,97430.0,47860.0,127170.0,78410.0,101950.0,83820.0,85550.0,70880.0,79010.0,83820.0,83820.0,83940.0,79450.0,77040.0,74920.0,64600.0,78990.0,99610.0,97830.0,104900.0,99440.0,92970.0,63450.0,80680.0,75770.0,57150.0,81930.0,106880.0,99900.0,83700.0,100400.0,75070.0,83820.0,81080.0,66910.0,104330.0,98850.0,83820.0,73670.0,69220.0,72940.0,81530.0,81750.0,83750.0,85910.0,83250.0,69560.0,81380.0,75400.0,83820.0,73470.0,83820.0,18790.0,340.0,39.0,150.0,290.0,1450.0,380.0,300.0,58.0,180.0,320.0,630.0,75.0,103.0,700.0,380.0,150.0,150.0,280.0,120.0,80.0,310.0,780.0,370.0,280.0,210.0,360.0,40.0,190.0,80.0,100.0,780.0,120.0,1660.0,720.0,52.0,650.0,180.0,260.0,960.0,60.0,280.0,30.0,450.0,2030.0,140.0,80.0,760.0,290.0,90.0,370.0,30.0,8.0,50.0,4.0
Advise students on academic and vocational curricula and on career issues.,advise students on academic and vocational curricula and on career issues,Advise students on academic or career matters.,Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,"Philosophy and Religion Teachers, Postsecondary",philosophy and religion teachers postsecondary,25-1126.00,"Philosophy and Religion Teachers, Postsecondary",25-1126,25-1126.00,"Arts, Communications, History, and Humanities Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001908077584978,4.280387196128038,False,0.4198923076923077,3.89,85.76,0.0891736021331609,0.3,E2,E2,80260.0,62210.0,80260.0,78940.0,74100.0,105820.0,78060.0,100360.0,80260.0,79310.0,63330.0,77570.0,101010.0,80260.0,77720.0,79740.0,77180.0,65410.0,65580.0,76310.0,102760.0,78360.0,98360.0,89610.0,79720.0,63560.0,75280.0,80260.0,75280.0,80260.0,82820.0,99450.0,80260.0,92050.0,76340.0,71360.0,77010.0,64840.0,85300.0,76600.0,82510.0,77230.0,58000.0,74090.0,76700.0,95410.0,102600.0,85310.0,81240.0,80260.0,79140.0,80260.0,80260.0,80260.0,80260.0,20460.0,280.0,43.0,350.0,60.0,1850.0,390.0,350.0,63.0,290.0,460.0,280.0,220.0,120.0,1080.0,480.0,260.0,190.0,320.0,70.0,60.0,480.0,890.0,620.0,410.0,90.0,320.0,67.0,80.0,203.0,130.0,900.0,114.0,1700.0,680.0,56.0,780.0,150.0,480.0,1280.0,150.0,250.0,40.0,490.0,1760.0,60.0,80.0,620.0,330.0,92.0,420.0,37.0,9.0,123.0,4.0
Advise students on academic and vocational curricula and on career issues.,advise students on academic and vocational curricula and on career issues,Advise students on academic or career matters.,Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,"Home Economics Teachers, Postsecondary",home economics teachers postsecondary,25-1192.00,"Family and Consumer Sciences Teachers, Postsecondary",25-1192,25-1192.00,Miscellaneous Postsecondary Teachers,Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001908077584978,4.280387196128038,False,0.7984192307692308,4.26,94.15,0.1699523591487878,0.3,E2,E2,75870.0,63420.0,75870.0,75870.0,75870.0,97620.0,75870.0,75870.0,75870.0,75870.0,63770.0,75870.0,75870.0,75870.0,80220.0,65740.0,79310.0,75870.0,73460.0,75870.0,75870.0,75870.0,75870.0,83500.0,75870.0,60650.0,76320.0,75870.0,75870.0,75870.0,75870.0,53250.0,75870.0,75870.0,78770.0,75870.0,83400.0,83200.0,75870.0,78220.0,80200.0,74010.0,75870.0,75870.0,75870.0,76790.0,75870.0,63580.0,63840.0,75870.0,75870.0,75870.0,75870.0,75870.0,75870.0,2770.0,30.0,6.0,57.0,23.0,380.0,51.0,30.0,9.0,12.0,40.0,87.0,11.0,15.0,140.0,70.0,40.0,25.0,80.0,34.0,11.0,49.0,64.0,50.0,52.0,150.0,110.0,9.0,18.0,27.0,12.0,80.0,15.0,171.0,290.0,8.0,90.0,60.0,60.0,100.0,40.0,60.0,8.0,58.0,249.0,190.0,5.0,80.0,80.0,12.0,52.0,5.0,1.0,17.0,1.0
Advise students on academic and vocational curricula and on career issues.,advise students on academic and vocational curricula and on career issues,Advise students on academic or career matters.,Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,"Recreation and Fitness Studies Teachers, Postsecondary",recreation and fitness studies teachers postsecondary,25-1193.00,"Recreation and Fitness Studies Teachers, Postsecondary",25-1193,25-1193.00,Miscellaneous Postsecondary Teachers,Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001908077584978,4.280387196128038,False,0.5246488461538461,4.17,89.79,0.0794483805668016,0.2,E2,E2,77270.0,72680.0,58330.0,71230.0,63020.0,127780.0,65730.0,79200.0,77270.0,77270.0,76100.0,66410.0,77270.0,58720.0,67180.0,67060.0,75130.0,59730.0,64890.0,65940.0,67670.0,97640.0,87960.0,83690.0,80410.0,60560.0,73180.0,77270.0,77270.0,77270.0,77270.0,65900.0,79090.0,80190.0,73860.0,77270.0,70260.0,63590.0,63090.0,83150.0,77270.0,78800.0,62280.0,73280.0,76480.0,76350.0,77270.0,65320.0,74850.0,66440.0,80500.0,83260.0,77270.0,80500.0,77270.0,12630.0,110.0,60.0,90.0,110.0,1950.0,180.0,190.0,39.0,57.0,140.0,160.0,51.0,70.0,630.0,410.0,100.0,60.0,230.0,100.0,40.0,90.0,290.0,320.0,260.0,190.0,200.0,41.0,83.0,125.0,55.0,520.0,40.0,670.0,730.0,35.0,420.0,110.0,480.0,640.0,40.0,280.0,60.0,220.0,1460.0,110.0,25.0,310.0,240.0,100.0,40.0,30.0,5.0,40.0,3.0
"Advise students on course selection, career decisions, and other academic and vocational concerns.",advise students on course selection career decisions and other academic and vocational concerns,Advise students on academic or career matters.,Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,"Vocational Education Teachers, Postsecondary",vocational education teachers postsecondary,25-1194.00,"Career/Technical Education Teachers, Postsecondary",25-1194,25-1194.00,Miscellaneous Postsecondary Teachers,Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0030529241359659,4.483115525352849,False,0.6052473076923077,3.93,96.32,0.0901373679368471,0.2,E2,E2,63820.0,62580.0,77310.0,64930.0,50120.0,76630.0,70130.0,59420.0,62400.0,59220.0,59990.0,60320.0,51990.0,59730.0,62480.0,57820.0,62270.0,48790.0,61080.0,56480.0,61740.0,62060.0,78780.0,63440.0,76920.0,50670.0,59640.0,57270.0,60490.0,61740.0,65040.0,72440.0,60490.0,75170.0,62390.0,73570.0,60600.0,67060.0,65430.0,63160.0,65210.0,79610.0,72940.0,62310.0,65180.0,50740.0,62450.0,57820.0,77530.0,65200.0,82620.0,74210.0,63820.0,42470.0,63820.0,114110.0,2350.0,1120.0,2190.0,1550.0,11040.0,2060.0,1130.0,190.0,512.0,7600.0,3920.0,70.0,570.0,4420.0,2250.0,1170.0,1160.0,1560.0,780.0,510.0,780.0,1660.0,3480.0,1510.0,1030.0,1630.0,430.0,470.0,950.0,220.0,2590.0,1070.0,5250.0,6510.0,430.0,3440.0,3040.0,1140.0,4780.0,310.0,1980.0,350.0,2140.0,12620.0,2280.0,210.0,1860.0,3610.0,300.0,2000.0,360.0,49.0,1530.0,23.0
"Advise students on internships, prospective employers, and job placement services.",advise students on internships prospective employers and job placement services,Advise students on academic or career matters.,Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,Adult Basic and Secondary Education and Literacy Teachers and Instructors,adult basic and secondary education and literacy teachers and instructors,25-3011.00,"Adult Basic Education, Adult Secondary Education, and English as a Second Language Instructors",25-3011,25-3011.00,"Adult Basic Education, Adult Secondary Education, and English as a Second Language Instructors",Other Teachers and Instructors,Educational Instruction and Library Occupations,2026-05-31,0.0030529241359659,4.771264013164662,False,0.1186265384615384,3.03,57.46,0.0051715606518812,0.1,E2,E2,61540.0,48870.0,61540.0,61750.0,43240.0,102030.0,51170.0,72180.0,78600.0,62940.0,58920.0,47540.0,44600.0,50040.0,62370.0,58660.0,48010.0,52030.0,44990.0,66870.0,58880.0,59950.0,62290.0,59900.0,76800.0,49900.0,51770.0,56500.0,49040.0,48930.0,64440.0,81100.0,49170.0,78010.0,51810.0,63820.0,47190.0,51840.0,65700.0,57230.0,57690.0,62940.0,35760.0,60340.0,49490.0,49680.0,62500.0,64540.0,69990.0,65050.0,64980.0,52060.0,61540.0,61540.0,61540.0,37310.0,470.0,78.0,570.0,230.0,1660.0,820.0,410.0,200.0,570.0,3670.000000000001,470.0,300.0,270.0,1970.0,650.0,370.0,160.0,350.0,100.0,330.0,450.00000000000006,1420.0,560.0,2880.0,240.0,620.0,110.0,130.0,40.0,50.0,1350.0,210.0,2810.0,3720.0,180.0,750.0,300.0,510.0,790.0,119.0,480.0,100.0,240.0,1830.0,60.0,70.0,700.0,1310.0,250.0,1050.0,100.0,16.0,224.0,8.0
"Advise students on issues such as course selection, progress toward graduation, and career decisions.",advise students on issues such as course selection progress toward graduation and career decisions,Advise others on career or personal development.,Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,"Education Administrators, Postsecondary",education administrators postsecondary,11-9033.00,"Education Administrators, Postsecondary",11-9033,11-9033.00,Education and Childcare Administrators,Other Management Occupations,Management Occupations,2026-05-31,0.0339213792885103,4.333766515053065,False,0.94643,3.9,75.91,0.0619310674727414,0.1,E1,E2,104590.0,100030.0,103080.0,103280.0,78240.0,125460.0,118440.0,123190.0,128570.0,107390.0,83840.0,110200.0,81020.0,101200.0,99770.0,98000.0,89320.0,110020.0,114310.0,98840.0,88180.0,118550.0,128970.0,108500.0,104740.0,86590.0,104560.0,102980.0,96030.0,88810.0,104190.0,131570.0,109480.0,139640.0,101060.0,101600.0,87370.0,105830.0,120110.0,103740.0,106520.0,95570.0,126160.0,100850.0,104390.0,100420.0,104450.0,120840.0,127630.0,84660.0,124960.0,127960.0,79080.0,80410.0,104590.0,180470.0,3760.0,80.0,5140.0,1970.0,14870.0,1770.0,2100.0,360.0,1880.0,11448.0,2890.0,570.0,870.0,9530.0,3370.0,2510.0,1760.0,890.0,3670.0,860.0,3186.0,9120.0,5110.0,2110.0,2230.0,2830.0,300.0,1560.0,1320.0,920.0,4100.0,1160.0,7280.0,7390.0,600.0,6880.0,1700.0,2790.0,8000.0,1140.0,2990.0,240.0,2680.0,16660.0,2320.0,550.0,4738.0,2140.0,1520.0,1190.0,120.0,40.0,910.0,37.0
"Advocate for patients' and families' needs, or provide emotional support for patients and their families.",advocate for patients and families needs or provide emotional support for patients and their families,Interact with patients to build rapport or provide emotional support.,Provide support or encouragement to others.,Coaching and Developing Others,Critical Care Nurses,critical care nurses,29-1141.03,Critical Care Nurses,29-1141,29-1141.03,Registered Nurses,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.67407156181109,False,2.43734,4.37,100.0,0.1866733326667334,0.1,E0,E0,97550.0,77080.0,109480.0,99500.0,78940.0,140270.0,100260.0,102740.0,99520.0,102540.0,84190.0,93550.0,136320.0,92460.0,95990.0,83500.0,78630.0,79320.0,81040.0,80230.0,86990.0,99790.0,104550.0,94300.0,101510.0,77090.0,81780.0,85280.0,84730.0,103670.0,99700.0,106500.0,94340.0,109440.0,84350.0,80730.0,82510.0,82920.0,129010.0,96430.0,100640.0,82360.0,78060.0,81500.0,95970.0,84600.0,97460.0,93600.0,124200.0,80130.0,95530.0,83760.0,97550.0,39880.0,84120.0,685664.0,55121.0,7618.0,74202.0,29823.0,343814.0,55274.0,40687.0,14495.0,11605.0,233247.0,102402.0,13126.0,17123.0,140908.0,69972.0,34915.0,34286.0,51023.0,49674.0,16778.0,53671.0,89468.0,106459.0,71118.0,29478.0,77407.0,11107.0,25075.0,27459.0,15611.0,94013.0,18239.0,208770.0,112718.0,11503.0,145797.0,38820.0,40301.0,148627.0,10235.0,50465.0,14922.0,73238.0,275282.0,27814.0,7517.0,78604.0,70256.0,23767.0,69039.0,5407.0,700.0,21576.0,477.0
"Aid in planning work assignments in accordance with worker performance, machine capacity, production schedules, or anticipated delays.",aid in planning work assignments in accordance with worker performance machine capacity production schedules or anticipated delays,Prepare detailed work plans.,Plan work activities.,"Organizing, Planning, and Prioritizing Work",Industrial Engineering Technicians,industrial engineering technicians,17-3026.00,Industrial Engineering Technologists and Technicians,17-3026,17-3026.00,"Engineering Technologists and Technicians, Except Drafters","Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0113071264295034,4.899506274429131,False,0.7855826923076923,3.18,77.15,0.1503926097208298,1.022610255977646,E2,E2,66120.0,66510.0,66120.0,66040.0,62210.0,79070.0,66850.0,69260.0,66120.0,66120.0,61350.0,65060.0,66120.0,63150.0,71090.0,63110.0,64410.0,61000.0,61140.0,66120.0,63070.0,79090.0,71830.0,64510.0,70490.0,50180.0,62440.0,60330.0,59970.0,61470.0,69650.0,72890.0,61280.0,70290.0,69720.0,64060.0,65490.0,79330.0,75760.0,65260.0,59420.0,70080.0,54570.0,58070.0,62020.0,67490.0,72410.0,66310.0,78430.0,57240.0,65270.0,66120.0,66120.0,46470.0,66120.0,33528.0,896.0,70.0,1846.0,293.0,5067.0,825.0,595.0,104.0,150.0,2760.0,1633.0,134.0,266.0,2005.0,2272.0,630.0,506.0,1180.0,728.0,275.0,435.0,1837.0,4800.0,4774.0,249.0,1083.0,80.0,213.0,878.0,550.0,816.0,426.0,3629.0,1721.0,89.0,4738.0,666.0,807.0,1588.0,151.0,2130.0,275.0,2351.0,4490.0,1242.0,98.0,1127.0,932.0,124.0,2360.0,60.0,14.0,887.0,7.0
"Allocate print space for story text, photos, and illustrations according to space parameters and copy significance, using knowledge of layout principles.",allocate print space for story text photos and illustrations according to space parameters and copy significance using knowledge of layout principles,Design layouts for print publications.,Create visual designs or displays.,Thinking Creatively,Editors,editors,27-3041.00,Editors,27-3041,27-3041.00,Writers and Editors,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.622310424065176,False,1.7534584615384614,3.81,58.24,0.1031607475511594,0.1,E0,E2,77920.0,63330.0,63630.0,63090.0,50180.0,98030.0,77870.0,85950.0,75020.0,83920.0,73950.0,76650.0,55070.0,77920.0,76060.0,56440.0,57200.0,61920.0,59430.0,58860.0,50180.0,75550.0,83170.0,63090.0,62650.0,54380.0,61620.0,61750.0,46320.0,72510.0,66510.0,81680.0,64250.0,101480.0,73740.0,60520.0,72160.0,50780.0,71540.0,63460.0,77960.0,62000.0,56730.0,59550.0,45950.0,65040.0,66860.0,80590.0,77850.0,56630.0,64270.0,46710.0,77920.0,39640.0,77920.0,91690.0,530.0,60.0,820.0,260.0,14830.0,1830.0,1050.0,170.0,3310.0,3790.0,1920.0,100.0,230.0,4560.0,830.0,900.0,500.0,490.0,330.0,300.0,1850.0,3100.0,1690.0,1970.0,290.0,880.0,200.0,360.0,909.0,250.0,2120.0,230.0,16800.0,1870.0,200.0,1800.0,500.0,1110.0,3240.0,340.0,500.0,140.0,1390.0,6460.0,590.0,240.0,2720.0,1860.0,260.0,1510.0,110.0,39.0,300.0,19.0
Analyze acquisitions to ensure conformance with strategic goals or regulatory requirements.,analyze acquisitions to ensure conformance with strategic goals or regulatory requirements,Determine operational compliance with regulations or standards.,Monitor operations to ensure compliance with regulations or standards.,"Monitoring Processes, Materials, or Surroundings",Investment Fund Managers,investment fund managers,11-9199.03,Investment Fund Managers,11-3031,11-3031.03,Financial Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,5.0,False,0.9576365384615386,3.79,55.15,0.2842423439070505,0.5,E2,E2,166570.0,140500.0,127030.0,139830.0,116570.0,180770.0,182690.0,174830.0,181580.0,188880.0,153280.0,166790.0,134210.0,127210.0,165880.0,135840.0,133320.0,159380.0,130650.0,126800.0,133610.0,158750.0,206760.0,139370.0,163410.0,111390.0,143460.0,131060.0,140360.0,132490.0,144730.0,199110.0,133700.0,219880.0,166780.0,135890.0,140870.0,132460.0,156460.0,145610.0,166940.0,136160.0,159700.0,141010.0,164860.0,150450.0,128690.0,185220.0,174840.0,113140.0,139720.0,124910.0,80390.0,90660.0,94990.0,527667.0,7200.000000000001,3799.0,28022.0,13391.0,175488.0,20011.0,37689.0,5285.0,16795.0,91985.0,40228.0,7128.0,5868.0,99150.0,23622.0,17171.0,9761.0,12469.0,13297.0,5868.0,37181.0,49180.0,42297.0,31370.0,6526.0,25070.0,2840.0,10588.0,15215.0,8143.0,32510.000000000004,4758.0,151979.0,42240.0,4025.0,51456.0,12544.0,14312.0,60521.0,4833.0,16964.0,1881.0,33157.0,135166.0,16663.0,3366.0,39213.0,24317.0,4909.0,29207.0,1373.0,715.0,7147.0,320.0
Analyze all aspects of corporate logistics to determine the most cost-effective or efficient means of transporting products or supplies.,analyze all aspects of corporate logistics to determine the most costeffective or efficient means of transporting products or supplies,Analyze data to inform operational decisions or activities.,Analyze data to improve operations.,Analyzing Data or Information,"Transportation, Storage, and Distribution Managers",transportation storage and distribution managers,11-3071.00,"Transportation, Storage, and Distribution Managers",11-3071,11-3071.00,"Transportation, Storage, and Distribution Managers",Operations Specialties Managers,Management Occupations,2026-05-31,0.0113071264295034,4.942934782608696,False,0.4275769230769231,4.07,100.0,0.2520859210598674,0.7999999999999999,E2,E2,107230.0,118320.0,103080.0,98750.0,89200.0,123780.0,132610.0,114210.0,145000.0,132180.0,101570.0,123330.0,101480.0,93920.0,120250.0,108720.0,99010.0,106130.0,100340.0,93650.0,102110.0,105180.0,123830.0,99100.0,118180.0,85770.0,102870.0,108180.0,97380.0,99860.0,129470.0,130610.0,101420.0,127180.0,106100.0,100720.0,101550.0,96830.0,103520.0,105240.0,117600.0,106860.0,107410.0,100740.0,100700.0,102180.0,101850.0,119140.0,136500.0,98230.0,95900.0,112310.0,83360.0,83560.0,56390.0,67132.0,759.0,140.0,2058.0,874.0,18539.0,1402.0,1463.0,188.0,370.0,4258.0,4067.0,504.0,631.0,6696.0,2543.0,1123.0,698.0,1420.0,1724.0,225.0,2155.0,2616.0,4966.0,2446.0,1463.0,2216.0,182.0,862.0,1366.0,322.0,5536.0,401.0,4091.0,4037.0,237.0,5755.0,1008.0,1736.0,5184.0,273.0,2100.0,225.0,2981.0,17428.0,1827.0,237.0,2052.0,1512.0,322.0,3284.0,79.0,91.0,498.0,24.0
Analyze all aspects of corporate logistics to determine the most cost-effective or efficient means of transporting products or supplies.,analyze all aspects of corporate logistics to determine the most costeffective or efficient means of transporting products or supplies,Implement transportation changes to reduce environmental impact.,Implement procedures or processes.,Making Decisions and Solving Problems,"Transportation, Storage, and Distribution Managers",transportation storage and distribution managers,11-3071.00,"Transportation, Storage, and Distribution Managers",11-3071,11-3071.00,"Transportation, Storage, and Distribution Managers",Operations Specialties Managers,Management Occupations,2026-05-31,0.0113071264295034,4.942934782608696,False,0.4275769230769231,4.07,100.0,0.2520859210598674,0.7999999999999999,E2,E2,107230.0,118320.0,103080.0,98750.0,89200.0,123780.0,132610.0,114210.0,145000.0,132180.0,101570.0,123330.0,101480.0,93920.0,120250.0,108720.0,99010.0,106130.0,100340.0,93650.0,102110.0,105180.0,123830.0,99100.0,118180.0,85770.0,102870.0,108180.0,97380.0,99860.0,129470.0,130610.0,101420.0,127180.0,106100.0,100720.0,101550.0,96830.0,103520.0,105240.0,117600.0,106860.0,107410.0,100740.0,100700.0,102180.0,101850.0,119140.0,136500.0,98230.0,95900.0,112310.0,83360.0,83560.0,56390.0,67132.0,759.0,140.0,2058.0,874.0,18539.0,1402.0,1463.0,188.0,370.0,4258.0,4067.0,504.0,631.0,6696.0,2543.0,1123.0,698.0,1420.0,1724.0,225.0,2155.0,2616.0,4966.0,2446.0,1463.0,2216.0,182.0,862.0,1366.0,322.0,5536.0,401.0,4091.0,4037.0,237.0,5755.0,1008.0,1736.0,5184.0,273.0,2100.0,225.0,2981.0,17428.0,1827.0,237.0,2052.0,1512.0,322.0,3284.0,79.0,91.0,498.0,24.0
Analyze and interpret news and information received from various sources to broadcast the information.,analyze and interpret news and information received from various sources to broadcast the information,Analyze information obtained from news sources.,"Develop news, entertainment, or artistic content.",Thinking Creatively,Broadcast News Analysts,broadcast news analysts,27-3021.00,"News Analysts, Reporters, and Journalists",27-3023,27-3023.00,"News Analysts, Reporters and Journalists",Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0113071264295034,4.978284910023122,False,4.330356923076923,4.67,99.08,0.3645342319607395,0.1,E2,E2,62200.0,43440.0,43820.0,43100.0,37450.0,62200.0,60770.0,61620.0,55600.0,105390.0,58730.0,81910.0,56730.0,51190.0,60590.0,47610.0,43540.0,45870.0,47530.0,50750.0,50090.0,63680.0,62200.0,62760.0,46490.0,45240.0,46920.0,47960.0,40420.0,78550.0,48450.0,59830.0,54610.0,100770.0,58670.0,43420.0,47880.0,48210.0,49200.0,62200.0,74570.0,47940.0,43520.0,62390.0,48470.0,61880.0,46970.0,62140.0,54760.0,35280.0,57530.0,36040.0,62200.0,44870.0,62200.0,39250.0,530.0,90.0,450.0,260.0,4140.0,590.0,470.0,70.0,1720.0,2490.0,1520.0,120.0,220.0,1060.0,530.0,590.0,400.0,370.0,410.0,250.00000000000003,580.0,810.0,960.0,510.0,310.0,480.0,290.0,350.0,370.0,90.0,500.00000000000006,170.0,5750.0,930.0,160.0,1340.0,400.0,410.0,1160.0,150.0,480.0,190.0,600.0,2670.0,240.0,90.0,1110.0,880.0,190.0,740.0,80.0,17.0,220.0,8.0
"Analyze and interpret patient, nursing, or information systems data to improve nursing services.",analyze and interpret patient nursing or information systems data to improve nursing services,Analyze health-related data.,Analyze health or medical data.,Analyzing Data or Information,Informatics Nurse Specialists,informatics nurse specialists,15-1121.01,Health Informatics Specialists,15-1211,15-1211.01,Computer and Information Analysts,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.838476622974507,False,1.2411615384615384,4.33,100.0,0.4007331663820908,0.4,E1,E2,105850.0,101770.0,88520.0,103530.0,81760.0,127720.0,127750.0,109600.0,110560.0,116820.0,101900.0,106240.0,88640.0,75310.0,101570.0,98810.0,95920.0,100770.0,95090.0,95660.0,95820.0,113610.0,128240.0,103410.0,106350.0,86280.0,92060.0,91310.0,91810.0,104060.0,107670.0,122890.0,98220.0,109610.0,106850.0,105470.0,102320.0,95930.0,121620.0,98550.0,134630.0,98280.0,99790.0,95630.0,107390.0,98770.0,99610.0,120840.0,129410.0,105850.0,100440.0,109780.0,59900.0,63730.0,59430.0,98504.0,2488.0,159.0,4296.0,1555.0,22396.0,2362.0,1820.0,812.0,940.0,13375.0,4414.0,633.0,626.0,7815.0,3663.0,1805.0,1418.0,2249.0,1130.0,940.0,5817.0,8403.0,5335.0,4296.0,1990.0,2931.0,322.0,925.0,963.0,793.0,6264.0,868.0,9139.0,7929.0,106.0,7277.0,3710.0,2139.0,7376.0,1850.0,7700.0,421.0,3875.0,18198.0,1119.0,224.0,8794.0,9146.0,391.0,3163.0,118.0,60.0,485.0,15.0
"Analyze and interpret patients' histories, symptoms, physical findings, or diagnostic information to develop appropriate diagnoses.",analyze and interpret patients histories symptoms physical findings or diagnostic information to develop appropriate diagnoses,Analyze test data or images to inform diagnosis or treatment.,Analyze health or medical data.,Analyzing Data or Information,Nurse Practitioners,nurse practitioners,29-1171.00,Nurse Practitioners,29-1171,29-1171.00,Nurse Practitioners,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.7778,False,5.652,4.82,100.0,0.3210920782154681,0.1432432432432432,E2,E2,132300.0,105750.0,155170.0,134420.0,125660.0,168520.0,132930.0,138470.0,131040.0,135880.0,129510.0,129430.0,135570.0,132540.0,130680.0,128830.0,130160.0,126650.0,122870.0,125600.0,130260.0,131110.0,142440.0,131450.0,133260.0,124730.0,129930.0,137210.0,132130.0,140670.0,137550.0,159310.0,137520.0,153510.0,128990.0,130070.0,124870.0,133390.0,155680.0,130140.0,135970.0,123290.0,128840.0,117590.0,131670.0,130920.0,134740.0,127810.0,156100.0,127320.0,131980.0,132200.0,118670.0,132300.0,132300.0,323040.0,5640.0,710.0,7219.999999999999,3970.0,25120.0,4270.0,3750.0,1430.0,680.0,21790.0,10460.0,550.0,1750.0,9270.0,7450.0,3240.0,3780.0,4770.0,5380.0,1650.0,6710.0,8070.0,8290.0,7779.999999999999,4690.0,7709.999999999999,1260.0,2340.0,1930.0,1770.0,9950.0,1770.0,22890.0,9800.0,1290.0,15400.0,3620.0,2820.0,10670.0,1180.0,5670.0,1020.0,12150.0,25970.0,2740.0,700.0,7110.0,6700.0,2550.0,5160.0,440.0,90.0,1937.0,66.0
"Analyze and interpret results from tests, such as microbial or parasite tests, urine analyses, hormonal assays, fine needle aspirations (FNAs), and polymerase chain reactions (PCRs).",analyze and interpret results from tests such as microbial or parasite tests urine analyses hormonal assays fine needle aspirations fnas and polymerase chain reactions pcrs,Analyze test data or images to inform diagnosis or treatment.,Analyze health or medical data.,Analyzing Data or Information,Pathologists,pathologists,29-1069.07,"Physicians, Pathologists",29-1222,29-1222.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,5.0,False,2.7267626923076924,4.28,83.9,0.2001529658531281,0.1,E2,E2,312400.0,312400.0,312400.0,338290.0,214100.0,186300.0,294510.0,312400.0,312400.0,312400.0,313510.0,211800.0,312400.0,312400.0,381770.0,340300.0,323460.0,224280.0,324390.0,312400.0,312400.0,253670.0,285240.0,303070.0,362270.0,261570.0,261830.0,312400.0,229140.0,384350.0,312400.0,355970.0,312400.0,321550.0,248940.0,312400.0,309480.0,317850.0,312400.0,413370.0,322950.0,236950.0,312400.0,312400.0,345830.0,312400.0,188250.0,240780.0,300680.0,400070.0,83610.0,312400.0,312400.0,312400.0,312400.0,11110.0,150.0,23.0,270.0,130.0,1790.0,50.0,120.0,34.0,50.0,370.0,170.0,45.0,61.0,433.0,380.0,80.0,30.0,142.0,137.0,45.0,70.0,320.0,140.0,550.0,50.0,208.0,36.0,90.0,40.0,70.0,230.0,62.0,1220.0,340.0,30.0,600.0,130.0,150.0,210.0,36.0,80.0,32.0,233.0,1530.0,123.0,22.0,110.0,200.0,50.0,130.0,20.0,5.0,67.0,2.0
Analyze and interpret statistical data to identify significant differences in relationships among sources of information.,analyze and interpret statistical data to identify significant differences in relationships among sources of information,Analyze data to identify trends or relationships among variables.,Analyze scientific or applied data using mathematical principles.,Analyzing Data or Information,Statisticians,statisticians,15-2041.00,Statisticians,15-2041,15-2041.00,Statisticians,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0226142528590069,4.911437246963562,False,2.222770769230769,4.67,100.0,0.3747089523809523,0.2,E2,E2,105650.0,76400.0,105650.0,79640.0,105720.0,135960.0,109660.0,102860.0,109570.0,140670.0,108040.0,115150.0,76780.0,105650.0,119760.0,109300.0,80150.0,111780.0,112520.0,76400.0,85680.0,132620.0,96710.0,102710.0,105650.0,64670.0,66330.0,105650.0,83480.0,79750.0,96080.0,118280.0,84330.0,136020.0,115690.0,75890.0,98190.0,89540.0,93620.0,93830.0,102620.0,65450.0,105650.0,98230.0,102960.0,88610.0,82210.0,114920.0,105650.0,84660.0,107150.0,105650.0,105650.0,49730.0,105650.0,18186.0,251.0,100.0,551.0,714.0,3107.0,977.0,614.0,88.0,689.0,689.0,576.0,113.0,200.0,601.0,288.0,313.0,100.0,100.0,88.0,100.0,3420.0,3107.0,714.0,977.0,100.0,852.0,59.0,175.0,63.0,88.0,1103.0,288.0,1529.0,1503.0,50.0,727.0,63.0,752.0,2042.0,50.0,301.0,53.0,664.0,1742.0,376.0,35.0,902.0,3709.0,113.0,313.0,33.0,8.0,288.0,4.0
Analyze and modify compensation and benefits policies to establish competitive programs and ensure compliance with legal requirements.,analyze and modify compensation and benefits policies to establish competitive programs and ensure compliance with legal requirements,Analyze data to inform operational decisions or activities.,Analyze data to improve operations.,Analyzing Data or Information,Human Resources Managers,human resources managers,11-3121.00,Human Resources Managers,11-3121,11-3121.00,Human Resources Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,5.0,False,0.15,4.05,95.24,0.1054697580919005,0.8999999999999999,E2,E2,149280.0,113210.0,129570.0,139820.0,108580.0,170080.0,166400.0,165930.0,153890.0,184350.0,137790.0,150700.0,128910.0,119990.0,151370.0,130340.0,126370.0,134470.0,121460.0,107880.0,129720.0,152770.0,181780.0,138930.0,153770.0,106100.0,130680.0,115280.0,129460.0,128550.0,135000.0,172440.0,118070.0,176650.0,142990.0,139050.0,130480.0,116080.0,140570.0,133060.0,167110.0,124290.0,117930.0,131760.0,136500.0,131380.0,132050.0,165980.0,165530.0,120020.0,133490.0,127520.0,77180.0,78370.0,77490.0,220660.0,2160.0,610.0,3950.0,1290.0,27450.0,3620.0,3020.0,580.0,2250.0,11570.0,7270.0,710.0,1040.0,13520.0,3030.0,1620.0,1290.0,1960.0,1390.0,700.0,3820.0,7540.0,5890.0,4370.0,720.0,3510.0,530.0,1660.0,1520.0,1150.0,6400.0,820.0,17920.0,6480.0,290.0,8040.0,1750.0,2810.0,8230.0,530.0,2400.0,420.0,4310.0,23220.0,2240.0,360.0,5770.0,4560.0,510.0,3730.0,140.0,80.0,860.0,70.0
Analyze and modify compensation and benefits policies to establish competitive programs and ensure compliance with legal requirements.,analyze and modify compensation and benefits policies to establish competitive programs and ensure compliance with legal requirements,Administer compensation or benefits programs.,Perform human resources activities.,Staffing Organizational Units,Human Resources Managers,human resources managers,11-3121.00,Human Resources Managers,11-3121,11-3121.00,Human Resources Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,5.0,False,0.15,4.05,95.24,0.1054697580919005,0.8999999999999999,E2,E2,149280.0,113210.0,129570.0,139820.0,108580.0,170080.0,166400.0,165930.0,153890.0,184350.0,137790.0,150700.0,128910.0,119990.0,151370.0,130340.0,126370.0,134470.0,121460.0,107880.0,129720.0,152770.0,181780.0,138930.0,153770.0,106100.0,130680.0,115280.0,129460.0,128550.0,135000.0,172440.0,118070.0,176650.0,142990.0,139050.0,130480.0,116080.0,140570.0,133060.0,167110.0,124290.0,117930.0,131760.0,136500.0,131380.0,132050.0,165980.0,165530.0,120020.0,133490.0,127520.0,77180.0,78370.0,77490.0,220660.0,2160.0,610.0,3950.0,1290.0,27450.0,3620.0,3020.0,580.0,2250.0,11570.0,7270.0,710.0,1040.0,13520.0,3030.0,1620.0,1290.0,1960.0,1390.0,700.0,3820.0,7540.0,5890.0,4370.0,720.0,3510.0,530.0,1660.0,1520.0,1150.0,6400.0,820.0,17920.0,6480.0,290.0,8040.0,1750.0,2810.0,8230.0,530.0,2400.0,420.0,4310.0,23220.0,2240.0,360.0,5770.0,4560.0,510.0,3730.0,140.0,80.0,860.0,70.0
Analyze and record personnel or operational data and write related activity reports.,analyze and record personnel or operational data and write related activity reports,Prepare operational reports or records.,Prepare reports of operational or procedural activities.,Documenting/Recording Information,First-Line Supervisors of Personal Service Workers,firstline supervisors of personal service workers,39-1021.00,"First-Line Supervisors of Entertainment and Recreation Workers, Except Gambling Services",39-1014,39-1014.00,First-Line Supervisors of Entertainment and Recreation Workers,Supervisors of Personal Care and Service Workers,Personal Care and Service Occupations,2026-05-31,0.0226142528590069,4.963157363480368,False,0.8873871328671329,4.140454545454546,93.63,0.368421052631579,0.4727272727272727,E2,E1,52648.57142857143,45328.16326530612,52521.02040816326,48103.87755102041,42089.59183673469,54053.87755102041,55753.87755102041,53239.59183673469,54649.59183673469,57843.87755102041,50041.02040816326,47236.73469387755,54613.87755102041,47862.44897959184,49236.73469387755,48879.59183673469,44101.02040816326,49516.73469387755,44841.02040816326,43812.44897959184,55429.59183673469,50978.16326530612,54821.02040816326,45913.87755102041,51263.87755102041,44126.73469387755,47903.87755102041,49351.02040816326,47435.30612244898,48341.02040816326,52028.16326530612,53005.30612244898,45022.44897959184,53865.30612244898,49031.02040816326,49248.16326530612,46221.02040816326,42915.30612244898,52588.16326530612,48365.30612244898,52128.16326530612,48878.16326530612,48346.73469387755,47205.30612244898,47212.44897959184,46846.73469387755,53829.59183673469,49358.16326530612,59136.73469387755,41461.02040816326,49328.16326530612,51036.73469387755,36049.59183673469,35923.87755102041,52648.57142857143,113021.42857142858,1701.7142857142858,371.4285714285714,2164.0,774.5714285714286,12277.428571428572,3274.2857142857147,1627.142857142857,364.2857142857143,343.42857142857144,6615.714285714285,3134.285714285714,649.4285714285714,625.4285714285714,3850.857142857143,1971.7142857142856,1116.0,875.1428571428571,1076.857142857143,1100.571428571429,386.57142857142856,2435.714285714286,2364.5714285714284,2708.5714285714284,2102.857142857143,772.8571428571429,1572.857142857143,422.5714285714286,717.1428571428571,1572.857142857143,653.7142857142857,3722.571428571429,431.1428571428572,5842.857142857143,3560.857142857143,260.0,3662.0,1089.428571428571,1555.7142857142856,5415.428571428572,389.1428571428571,1778.2857142857142,281.42857142857144,1747.7142857142858,9634.285714285714,1365.142857142857,252.57142857142856,3002.0,2005.428571428572,439.1428571428572,2655.428571428572,200.8571428571429,52.285714285714285,452.2857142857143,23.0
Analyze and record personnel or operational data and write related activity reports.,analyze and record personnel or operational data and write related activity reports,Prepare operational reports or records.,Prepare reports of operational or procedural activities.,Documenting/Recording Information,First-Line Supervisors of Personal Service Workers,firstline supervisors of personal service workers,39-1021.00,First-Line Supervisors of Passenger Attendants,53-1044,53-1044.00,First-Line Supervisors of Transportation and Material Moving Workers,Supervisors of Transportation and Material Moving Workers,Transportation and Material Moving Occupations,2026-05-31,0.0226142528590069,4.963157363480368,False,0.9008358241758242,4.128214285714286,93.3292857142857,0.368421052631579,0.4071428571428571,E2,E1,52648.57142857143,45328.16326530612,52521.02040816326,48103.87755102041,42089.59183673469,54053.87755102041,55753.87755102041,53239.59183673469,54649.59183673469,57843.87755102041,50041.02040816326,47236.73469387755,54613.87755102041,47862.44897959184,49236.73469387755,48879.59183673469,44101.02040816326,49516.73469387755,44841.02040816326,43812.44897959184,55429.59183673469,50978.16326530612,54821.02040816326,45913.87755102041,51263.87755102041,44126.73469387755,47903.87755102041,49351.02040816326,47435.30612244898,48341.02040816326,52028.16326530612,53005.30612244898,45022.44897959184,53865.30612244898,49031.02040816326,49248.16326530612,46221.02040816326,42915.30612244898,52588.16326530612,48365.30612244898,52128.16326530612,48878.16326530612,48346.73469387755,47205.30612244898,47212.44897959184,46846.73469387755,53829.59183673469,49358.16326530612,59136.73469387755,41461.02040816326,49328.16326530612,51036.73469387755,36049.59183673469,35923.87755102041,52648.57142857143,113021.42857142858,1701.7142857142858,371.4285714285714,2164.0,774.5714285714286,12277.428571428572,3274.2857142857147,1627.142857142857,364.2857142857143,343.42857142857144,6615.714285714285,3134.285714285714,649.4285714285714,625.4285714285714,3850.857142857143,1971.7142857142856,1116.0,875.1428571428571,1076.857142857143,1100.571428571429,386.57142857142856,2435.714285714286,2364.5714285714284,2708.5714285714284,2102.857142857143,772.8571428571429,1572.857142857143,422.5714285714286,717.1428571428571,1572.857142857143,653.7142857142857,3722.571428571429,431.1428571428572,5842.857142857143,3560.857142857143,260.0,3662.0,1089.428571428571,1555.7142857142856,5415.428571428572,389.1428571428571,1778.2857142857142,281.42857142857144,1747.7142857142858,9634.285714285714,1365.142857142857,252.57142857142856,3002.0,2005.428571428572,439.1428571428572,2655.428571428572,200.8571428571429,52.285714285714285,452.2857142857143,23.0
"Analyze and record test data to issue reports that use charts, graphs, or narratives.",analyze and record test data to issue reports that use charts graphs or narratives,Analyze test data or images to inform diagnosis or treatment.,Analyze health or medical data.,Analyzing Data or Information,Medical and Clinical Laboratory Technicians,medical and clinical laboratory technicians,29-2012.00,Medical and Clinical Laboratory Technicians,29-2012,29-2012.00,Clinical Laboratory Technologists and Technicians,Health Technologists and Technicians,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.9888,False,2.5592115384615384,4.24,55.4,0.153336772944187,0.1,E2,E2,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,166470.0,2248.0,346.0,3445.0,1386.0,19370.0,3056.0,1804.0,516.0,746.0,10560.0,5200.0,667.0,912.0,6485.0,3404.0,1658.0,1529.0,2127.0,2058.0,681.0,2938.0,3869.0,4683.0,3137.0,1237.0,3122.0,544.0,1089.0,1650.0,727.0,4558.0,926.0,10303.0,5256.0,457.0,5903.0,1816.0,2092.0,6450.0,533.0,2451.0,486.0,3487.0,14964.0,1846.0,323.0,4370.0,3776.0,746.0,3128.0,299.0,71.0,998.0,34.0
Analyze and report computer network security breaches or attempted breaches.,analyze and report computer network security breaches or attempted breaches,"Analyze security of systems, network, or data.",Analyze performance of systems or equipment.,Analyzing Data or Information,Computer Network Support Specialists,computer network support specialists,15-1152.00,Computer Network Support Specialists,15-1231,15-1231.00,Computer Support Specialists,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0565356321475172,4.927219354185646,False,0.4434734615384615,4.26,82.28,0.3024587758089736,1.0,E2,E2,76220.0,61890.0,86110.0,68880.0,59460.0,79190.0,82750.0,81890.0,60580.0,91370.0,75740.0,79180.0,83620.0,63340.0,68530.0,73100.0,64600.0,60060.0,76220.0,58680.0,72990.0,96680.0,88650.0,65900.0,76000.0,63410.0,72780.0,61150.0,65450.0,85790.0,72330.0,87440.0,64550.0,77540.0,76220.0,73550.0,70080.0,78740.0,68900.0,78310.0,82970.0,76790.0,53650.0,77640.0,66780.0,76220.0,72400.0,76760.0,101750.0,46840.0,81010.0,61780.0,46110.0,39570.0,56360.0,146190.0,940.0,300.0,1460.0,1470.0,13620.0,4530.0,850.0,330.0,450.0,9450.0,4440.0,350.0,780.0,6960.0,5030.0,1920.0,310.0,1720.0,1290.0,680.0,8200.0,1980.0,2470.0,2930.0,1240.0,3910.0,890.0,1490.0,2460.0,680.0,3370.0,1300.0,7170.0,6080.0,500.0,7480.0,1940.0,2660.0,4170.0,620.0,2660.0,480.0,2660.0,9930.0,990.0,120.0,5650.0,3300.0,600.0,1140.0,270.0,40.0,670.0,30.0
"Analyze applicants' financial status, credit, and property evaluations to determine feasibility of granting loans.",analyze applicants financial status credit and property evaluations to determine feasibility of granting loans,Assess financial status of clients.,"Evaluate condition of financial assets, property, or other resources.","Judging the Qualities of Objects, Services, or People",Loan Counselors,loan counselors,13-2071.01,Loan Officers,13-2072,13-2072.00,Credit Counselors and Loan Officers,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.94,False,1.5836342307692308,4.57,97.24,0.6506807877300007,0.8999999999999999,E2,E2,76690.0,66710.0,72800.0,62160.0,70260.0,81770.0,94520.0,95730.0,83130.0,92890.0,71090.0,68490.0,63740.0,71070.0,79150.0,72960.0,83670.0,86970.0,62090.0,61110.0,81900.0,73580.0,101600.0,74470.0,95170.0,60260.0,73660.0,71570.0,79840.0,64500.0,80660.0,92920.0,62610.0,95710.0,75920.0,84650.0,76370.0,72990.0,94440.0,69300.0,77250.0,63220.0,79920.0,62800.0,66370.0,59440.0,88710.0,78320.0,80120.0,57580.0,78290.0,79620.0,45180.0,35730.0,44780.0,274330.0,5050.0,490.0,10020.0,2610.0,25790.0,3230.0,2220.0,1420.0,370.0,18830.0,9540.0,980.0,2030.0,10890.0,4790.0,2840.0,3540.0,3940.0,2810.0,1060.0,3850.0,4470.0,11340.0,6430.0,3450.0,7050.0,1180.0,2710.0,2580.0,1120.0,6200.0,1140.0,10840.0,10700.0,1370.0,9880.0,4100.0,4220.0,8140.0,1290.0,4140.0,1820.0,6510.0,21200.0,3990.0,350.0,8790.0,6040.0,1290.0,4940.0,740.0,60.0,2360.0,50.0
"Analyze archival data, such as birth, death, and disease records.",analyze archival data such as birth death and disease records,Analyze health-related data.,Analyze health or medical data.,Analyzing Data or Information,Biostatisticians,biostatisticians,15-2041.01,Biostatisticians,15-2041,15-2041.01,Statisticians,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.9286,False,0.02854,3.42,79.17,0.0073135341773637,0.7,E1,E2,105650.0,76400.0,105650.0,79640.0,105720.0,135960.0,109660.0,102860.0,109570.0,140670.0,108040.0,115150.0,76780.0,105650.0,119760.0,109300.0,80150.0,111780.0,112520.0,76400.0,85680.0,132620.0,96710.0,102710.0,105650.0,64670.0,66330.0,105650.0,83480.0,79750.0,96080.0,118280.0,84330.0,136020.0,115690.0,75890.0,98190.0,89540.0,93620.0,93830.0,102620.0,65450.0,105650.0,98230.0,102960.0,88610.0,82210.0,114920.0,105650.0,84660.0,107150.0,105650.0,105650.0,49730.0,105650.0,10844.0,149.0,60.0,329.0,426.0,1853.0,583.0,366.0,52.0,411.0,411.0,344.0,67.0,120.0,359.0,172.0,187.0,60.0,60.0,52.0,60.0,2040.0,1853.0,426.0,583.0,60.0,508.0,35.0,105.0,37.0,52.0,657.0,172.0,911.0,897.0,30.0,433.0,37.0,448.0,1218.0,30.0,179.0,31.0,396.0,1038.0,224.0,21.0,538.0,2211.0,67.0,187.0,19.0,4.0,172.0,2.0
"Analyze areas of potential risk to the assets, earning capacity, or success of organizations.",analyze areas of potential risk to the assets earning capacity or success of organizations,Assess risks to business operations.,Analyze business or financial risks.,Analyzing Data or Information,Financial Analysts,financial analysts,13-2051.00,Financial Risk Specialists,13-2054,13-2054.00,Financial Analysts and Advisors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.1130712642950345,4.894118827780009,False,0.5516960817307691,4.12625,94.03625,0.3674778956548213,1.704928665866024,E2,E2,110326.8,86329.2,93467.6,98355.2,73310.0,119510.0,112404.0,111834.8,121372.8,102374.0,97303.2,100018.0,92154.4,88370.8,102802.4,90854.8,99291.2,84823.6,78009.6,66715.2,115724.0,109085.2,121107.2,99850.4,104253.6,88170.4,99564.0,100089.6,89979.2,92051.6,121936.0,119327.2,87437.6,132558.0,117808.0,76329.2,96552.4,82500.0,114864.8,94121.6,102588.4,96712.0,88651.2,91929.2,101547.2,84298.0,104933.136,116420.4,115498.8,82196.4,96740.0,151969.2,110326.8,61627.2,90965.136,206952.4,1730.4,117.2,3735.2,745.2,24767.2,4405.200000000001,1419.84,1702.4,1870.8,13432.4,5828.0,334.8,466.8,11368.0,1964.0,1235.6,975.6,1440.8000000000002,966.4,781.24,3035.6,7848.0,4150.0,4194.8,465.2,2682.8,237.2,779.92,1174.8,434.4,6417.6,540.0,31413.6,7764.799999999999,190.8,5782.0,915.6,1577.2,7621.2,1093.1999999999998,2019.2,461.2,2637.6,16319.2,2492.4,319.43999999999994,5917.2,4701.6,218.0,2923.6,179.6,88.0,851.6,41.04
"Analyze building codes, by-laws, space and site requirements, and other technical documents and reports to determine their effect on architectural designs.",analyze building codes bylaws space and site requirements and other technical documents and reports to determine their effect on architectural designs,Evaluate technical data to determine effect on designs or plans.,"Evaluate designs, specifications, or other technical data.",Analyzing Data or Information,Architectural and Civil Drafters,architectural and civil drafters,17-3011.00,Architectural and Civil Drafters,17-3011,17-3011.00,Drafters,"Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.7231000000000005,False,1.2435273076923077,4.28,96.64,0.0774289309395515,0.1,E1,E2,66150.0,57100.0,66150.0,64750.0,62420.0,76520.0,76370.0,76290.0,73040.0,97880.0,62640.0,74940.0,63510.0,61840.0,58240.0,60000.0,64220.0,62220.0,60120.0,61010.0,66200.0,75180.0,76990.0,58330.0,70680.0,59920.0,61940.0,65750.0,61550.0,67000.0,65300.0,62960.0,50230.0,76260.0,62750.0,64720.0,61450.0,62140.0,74000.0,64800.0,71700.0,64680.0,52470.0,69220.0,63320.0,64290.0,61000.0,63450.0,73000.0,65640.0,62930.0,63730.0,56710.0,44720.0,66150.0,103700.0,1010.0,220.0,2120.0,980.0,11400.0,3570.0,810.0,290.0,370.0,7530.0,3970.0,610.0,1010.0,1310.0,2240.0,980.0,630.0,870.0,1040.0,440.0,910.0,2660.0,2100.0,1930.0,330.0,2270.0,600.0,850.0,1100.0,400.0,2280.0,690.0,7380.0,2680.0,380.0,2860.0,1260.0,1490.0,5370.0,240.0,1170.0,460.0,1310.0,11710.0,1820.0,230.0,2600.0,2530.0,330.0,2200.0,200.0,70.0,690.0,21.0
"Analyze business operations, trends, costs, revenues, financial commitments, and obligations to project future revenues and expenses or to provide advice.",analyze business operations trends costs revenues financial commitments and obligations to project future revenues and expenses or to provide advice,Analyze business or financial data.,Analyze business or financial data.,Analyzing Data or Information,Accountants and Auditors,accountants and auditors,13-2011.00,Accountants and Auditors,13-2011,13-2011.00,Accountants and Auditors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.612768557173403,False,0.5800903846153846,4.03,71.47,0.5176399917176917,1.559296202519346,E2,E2,83680.0,74880.0,83460.0,79970.0,66330.0,97050.0,97030.0,97550.0,95020.0,111530.0,79250.0,81900.0,74500.0,74730.0,80230.0,77720.0,77440.0,79000.0,75270.0,73810.0,77480.0,89370.0,99460.0,78820.0,81600.0,68100.0,76590.0,75810.0,72080.0,81600.0,83470.0,100830.0,78580.0,102640.0,82050.0,75730.0,79320.0,79370.0,85800.0,79000.0,95820.0,76560.0,78880.0,76840.0,80920.0,79990.0,78890.0,93290.0,96550.0,73320.0,79400.0,77620.0,50410.0,43530.0,59060.0,1449500.0,24300.0,2190.0,27410.0,7870.0,175360.0,35410.0,16770.0,6570.0,9810.0,91000.0,44020.0,4670.0,5570.0,54930.0,25660.0,13210.0,13610.0,11930.0,14050.0,3860.0,26170.0,46230.0,41460.0,30530.0,7350.0,28000.0,4730.0,10340.0,6930.0,7000.0,42250.0,6300.0,109830.0,49270.0,4430.0,50440.0,16720.0,14920.0,54290.0,6570.0,15270.0,5820.0,27340.0,116470.0,15490.0,2630.0,47100.0,34740.0,4900.0,25100.0,2670.0,610.0,12370.0,340.0
Analyze characteristics of animals to identify and classify them.,analyze characteristics of animals to identify and classify them,Examine characteristics or behavior of living organisms.,Research biological or ecological phenomena.,Getting Information,Zoologists and Wildlife Biologists,zoologists and wildlife biologists,19-1023.00,Zoologists and Wildlife Biologists,19-1023,19-1023.00,Biological Scientists,Life Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.898000000000001,False,0.4865276923076923,3.49,90.43,0.0954260316301386,0.3,E2,E2,76780.0,74290.0,90370.0,66880.0,76780.0,98530.0,83300.0,77300.0,76780.0,107050.0,52750.0,66210.0,84910.0,73360.0,79780.0,54670.0,83000.0,66440.0,61950.0,87460.0,74490.0,107500.0,84350.0,79150.0,68620.0,88710.0,76400.0,78850.0,57890.0,75180.0,73560.0,83030.0,68220.0,82640.0,64620.0,81330.0,74550.0,62730.0,85150.0,78540.0,76780.0,64090.0,65890.0,73570.0,49100.0,73920.0,79620.0,72340.0,83780.0,76780.0,68370.0,74150.0,76780.0,57110.0,76780.0,18120.0,290.0,650.0,410.0,151.0,2210.0,730.0,110.0,56.0,140.0,1400.0,200.0,170.0,380.0,250.0,120.0,90.0,160.0,150.0,50.0,330.0,250.0,470.0,330.0,720.0,110.0,120.0,430.0,140.0,190.0,40.0,90.0,170.0,370.0,350.0,100.0,220.0,120.0,1010.0,200.0,58.0,250.0,170.0,310.0,580.0,370.0,70.0,290.0,1840.0,81.0,360.0,320.0,8.0,109.0,4.0
Analyze clinical data using appropriate statistical tools.,analyze clinical data using appropriate statistical tools,Analyze health-related data.,Analyze health or medical data.,Analyzing Data or Information,Clinical Data Managers,clinical data managers,15-2041.02,Clinical Data Managers,15-2051,15-2051.02,Data Scientists,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.904308617234468,False,0.3299638461538461,3.71,70.0,0.2633634751491555,1.259867005672885,E1,E2,120230.0,103120.0,84110.0,107240.0,109390.0,141590.0,117400.0,126340.0,120230.0,126490.0,115820.0,104340.0,102130.0,89380.0,106560.0,91470.0,95830.0,98130.0,91760.0,78760.0,90880.0,136370.0,131750.0,100590.0,128800.0,69490.0,97090.0,100490.0,98230.0,98540.0,100620.0,135280.0,95850.0,130460.0,119090.0,81900.0,102630.0,86310.0,125990.0,106850.0,102440.0,91990.0,96150.0,100330.0,122090.0,108090.0,127070.0,126430.0,163350.0,85090.0,106680.0,120230.0,120230.0,80350.0,120230.0,117012.0,2327.0,308.0,6099.0,709.0,52581.0,8400.0,2354.0,1030.0,3585.0,13697.0,12386.0,401.0,1806.0,14071.0,4789.0,3076.0,655.0,2060.0,1739.0,1618.0,4468.0,12600.0,9845.0,5377.0,589.0,6327.0,294.0,2648.0,2247.0,1471.0,8601.0,749.0,32062.0,15289.0,281.0,8159.0,2541.0,2862.0,18472.0,1552.0,3750.000000000001,294.0,3732.0,34590.0,5832.0,200.00000000000003,11931.0,12841.0,522.0,5845.0,210.0,49.0,100.0,24.0
"Analyze clinical or survey data, using statistical approaches such as longitudinal analysis, mixed-effect modeling, logistic regression analyses, and model-building techniques.",analyze clinical or survey data using statistical approaches such as longitudinal analysis mixedeffect modeling logistic regression analyses and modelbuilding techniques,Analyze health-related data.,Analyze health or medical data.,Analyzing Data or Information,Biostatisticians,biostatisticians,15-2041.01,Biostatisticians,15-2041,15-2041.01,Statisticians,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.926800000000001,False,0.3237676923076923,4.39,100.0,1.5635499393742385,6.372670426967864,E1,E2,105650.0,76400.0,105650.0,79640.0,105720.0,135960.0,109660.0,102860.0,109570.0,140670.0,108040.0,115150.0,76780.0,105650.0,119760.0,109300.0,80150.0,111780.0,112520.0,76400.0,85680.0,132620.0,96710.0,102710.0,105650.0,64670.0,66330.0,105650.0,83480.0,79750.0,96080.0,118280.0,84330.0,136020.0,115690.0,75890.0,98190.0,89540.0,93620.0,93830.0,102620.0,65450.0,105650.0,98230.0,102960.0,88610.0,82210.0,114920.0,105650.0,84660.0,107150.0,105650.0,105650.0,49730.0,105650.0,10844.0,149.0,60.0,329.0,426.0,1853.0,583.0,366.0,52.0,411.0,411.0,344.0,67.0,120.0,359.0,172.0,187.0,60.0,60.0,52.0,60.0,2040.0,1853.0,426.0,583.0,60.0,508.0,35.0,105.0,37.0,52.0,657.0,172.0,911.0,897.0,30.0,433.0,37.0,448.0,1218.0,30.0,179.0,31.0,396.0,1038.0,224.0,21.0,538.0,2211.0,67.0,187.0,19.0,4.0,172.0,2.0
"Analyze competitive market strategies through analysis of related product, market, or share trends.",analyze competitive market strategies through analysis of related product market or share trends,Analyze market or customer related data.,Analyze market or industry conditions.,Analyzing Data or Information,Business Intelligence Analysts,business intelligence analysts,15-1199.08,Business Intelligence Analysts,15-2051,15-2051.01,Data Scientists,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0226142528590069,4.912518853695325,False,0.6080361538461538,3.58,86.36,0.3001829066107566,0.7,E2,E2,120230.0,103120.0,84110.0,107240.0,109390.0,141590.0,117400.0,126340.0,120230.0,126490.0,115820.0,104340.0,102130.0,89380.0,106560.0,91470.0,95830.0,98130.0,91760.0,78760.0,90880.0,136370.0,131750.0,100590.0,128800.0,69490.0,97090.0,100490.0,98230.0,98540.0,100620.0,135280.0,95850.0,130460.0,119090.0,81900.0,102630.0,86310.0,125990.0,106850.0,102440.0,91990.0,96150.0,100330.0,122090.0,108090.0,127070.0,126430.0,163350.0,85090.0,106680.0,120230.0,120230.0,80350.0,120230.0,137672.0,2738.0,362.0,7176.0,834.0,61864.0,9883.0,2770.0,1212.0,4218.0,16115.0,14573.0,472.0,2125.0,16556.0,5634.0,3620.0,771.0,2424.0,2046.0,1904.0,5256.0,14825.0,11583.0,6327.0,692.0,7444.0,346.0,3116.0,2644.0,1731.0,10119.0,881.0,37723.0,17988.0,330.0,9600.0,2990.0,3368.0,21734.0,1826.0,3750.000000000001,346.0,4391.0,40697.0,6862.0,200.00000000000003,14038.0,15108.0,614.0,6877.0,247.0,58.0,100.0,28.0
"Analyze corporate intelligence data to identify trends, patterns, or warnings indicating threats to security of people, assets, information, or infrastructure.",analyze corporate intelligence data to identify trends patterns or warnings indicating threats to security of people assets information or infrastructure,Assess risks to business operations.,Analyze business or financial risks.,Analyzing Data or Information,Business Continuity Planners,business continuity planners,13-1199.04,Business Continuity Planners,13-1199,13-1199.04,Miscellaneous Business Operations Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.966296629662967,False,0.8167307692307693,3.63,86.96,0.8091782481343561,1.339239247631823,E2,E2,83050.0,100240.0,94740.0,83280.0,61240.0,87570.0,92520.0,85530.0,95040.0,108160.0,79650.0,78410.0,92620.0,76400.0,82070.0,79030.0,80470.0,83350.0,74690.0,63220.0,78830.0,101500.0,93270.0,81810.0,77820.0,76980.0,80420.0,74990.0,77980.0,67330.0,83740.0,91060.0,79100.0,83450.0,80230.0,80500.0,79350.0,93640.0,77170.0,80590.0,88130.0,79110.0,85340.0,78690.0,80820.0,80190.0,71710.0,85200.0,100360.0,69240.0,67370.0,74060.0,88610.0,46700.0,65170.0,209360.0,5385.0,1556.0,9406.0,6317.0,119404.0,35182.0,4337.0,1233.0,29112.0,51020.0,51960.0,4030.0,2111.0,25375.0,4846.0,7626.0,7557.0,4522.0,13104.0,3259.0,30675.0,13797.0,16131.0,12641.0,3182.0,15769.999999999998,3667.0,1957.0,7041.0,1479.0,26354.0,6509.0,22178.0,31723.0,1394.0,24412.0,4391.0,11494.0,20992.0,1726.0,6864.0,724.0,9082.0,80324.0,2321.0,1880.0,34789.0,39789.0,3135.0,9406.0,1364.0,362.0,7210.0,285.0
"Analyze corporate intelligence data to identify trends, patterns, or warnings indicating threats to security of people, assets, information, or infrastructure.",analyze corporate intelligence data to identify trends patterns or warnings indicating threats to security of people assets information or infrastructure,Analyze business or financial data.,Analyze business or financial data.,Analyzing Data or Information,Business Continuity Planners,business continuity planners,13-1199.04,Business Continuity Planners,13-1199,13-1199.04,Miscellaneous Business Operations Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.966296629662967,False,0.8167307692307693,3.63,86.96,0.8091782481343561,1.339239247631823,E2,E2,83050.0,100240.0,94740.0,83280.0,61240.0,87570.0,92520.0,85530.0,95040.0,108160.0,79650.0,78410.0,92620.0,76400.0,82070.0,79030.0,80470.0,83350.0,74690.0,63220.0,78830.0,101500.0,93270.0,81810.0,77820.0,76980.0,80420.0,74990.0,77980.0,67330.0,83740.0,91060.0,79100.0,83450.0,80230.0,80500.0,79350.0,93640.0,77170.0,80590.0,88130.0,79110.0,85340.0,78690.0,80820.0,80190.0,71710.0,85200.0,100360.0,69240.0,67370.0,74060.0,88610.0,46700.0,65170.0,209360.0,5385.0,1556.0,9406.0,6317.0,119404.0,35182.0,4337.0,1233.0,29112.0,51020.0,51960.0,4030.0,2111.0,25375.0,4846.0,7626.0,7557.0,4522.0,13104.0,3259.0,30675.0,13797.0,16131.0,12641.0,3182.0,15769.999999999998,3667.0,1957.0,7041.0,1479.0,26354.0,6509.0,22178.0,31723.0,1394.0,24412.0,4391.0,11494.0,20992.0,1726.0,6864.0,724.0,9082.0,80324.0,2321.0,1880.0,34789.0,39789.0,3135.0,9406.0,1364.0,362.0,7210.0,285.0
Analyze credit data and financial statements to determine the degree of risk involved in extending credit or lending money.,analyze credit data and financial statements to determine the degree of risk involved in extending credit or lending money,Assess risks to business operations.,Analyze business or financial risks.,Analyzing Data or Information,Credit Analysts,credit analysts,13-2041.00,Credit Analysts,13-2041,13-2041.00,Credit Analysts,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.8723872387238725,False,4.02,4.9,100.0,2.0160000000000005,0.6,E2,E2,83510.0,79970.0,81340.0,77020.0,71370.0,97860.0,81270.0,98230.0,94680.0,132590.0,78360.0,77990.0,98900.0,79650.0,84990.0,62660.0,76760.0,73120.0,79290.0,73210.0,81750.0,75390.0,97080.0,74640.0,82630.0,74880.0,65350.0,74650.0,79730.0,73090.0,77980.0,100940.0,72160.0,133270.0,94570.0,74810.0,79720.0,75330.0,80380.0,80280.0,85920.0,77530.0,73040.0,72550.0,78730.0,74430.0,71220.0,102430.0,91160.0,57320.0,68690.0,62210.0,83510.0,51920.0,83510.0,64390.0,370.0,40.0,2260.0,300.0,5260.0,870.0,560.0,720.0,50.0,4040.0,1790.0,130.0,330.0,3130.0,860.0,480.0,520.0,370.0,290.0,280.0,700.0,1400.0,1510.0,1110.0,280.0,1160.0,190.0,510.0,390.0,230.0,1220.0,90.0,7960.0,3270.0,300.0,2790.0,550.0,650.0,1930.0,160.0,690.0,430.0,1480.0,6130.0,750.0,90.0,2460.0,1280.0,220.0,1770.0,40.0,27.0,820.0,13.0
Analyze credit data and financial statements to determine the degree of risk involved in extending credit or lending money.,analyze credit data and financial statements to determine the degree of risk involved in extending credit or lending money,Analyze business or financial data.,Analyze business or financial data.,Analyzing Data or Information,Credit Analysts,credit analysts,13-2041.00,Credit Analysts,13-2041,13-2041.00,Credit Analysts,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.8723872387238725,False,4.02,4.9,100.0,2.0160000000000005,0.6,E2,E2,83510.0,79970.0,81340.0,77020.0,71370.0,97860.0,81270.0,98230.0,94680.0,132590.0,78360.0,77990.0,98900.0,79650.0,84990.0,62660.0,76760.0,73120.0,79290.0,73210.0,81750.0,75390.0,97080.0,74640.0,82630.0,74880.0,65350.0,74650.0,79730.0,73090.0,77980.0,100940.0,72160.0,133270.0,94570.0,74810.0,79720.0,75330.0,80380.0,80280.0,85920.0,77530.0,73040.0,72550.0,78730.0,74430.0,71220.0,102430.0,91160.0,57320.0,68690.0,62210.0,83510.0,51920.0,83510.0,64390.0,370.0,40.0,2260.0,300.0,5260.0,870.0,560.0,720.0,50.0,4040.0,1790.0,130.0,330.0,3130.0,860.0,480.0,520.0,370.0,290.0,280.0,700.0,1400.0,1510.0,1110.0,280.0,1160.0,190.0,510.0,390.0,230.0,1220.0,90.0,7960.0,3270.0,300.0,2790.0,550.0,650.0,1930.0,160.0,690.0,430.0,1480.0,6130.0,750.0,90.0,2460.0,1280.0,220.0,1770.0,40.0,27.0,820.0,13.0
Analyze data gathered and develop solutions or alternative methods of proceeding.,analyze data gathered and develop solutions or alternative methods of proceeding,Analyze business or financial data.,Analyze business or financial data.,Analyzing Data or Information,Management Analysts,management analysts,13-1111.00,Management Analysts,13-1111,13-1111.00,Management Analysts,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0226142528590069,4.914681941513416,False,0.5507692307692308,4.45,100.0,0.6413498797623411,1.709831224148222,E2,E2,101860.0,108040.0,100190.0,93310.0,72950.0,101460.0,104750.0,104960.0,99480.0,126140.0,88610.0,99600.0,101750.0,88710.0,104270.0,95560.0,85530.0,81210.0,95630.0,95540.0,75530.0,121680.0,134720.0,93640.0,100790.0,69390.0,97270.0,97470.0,75360.0,81600.0,104270.0,105820.0,93180.0,112250.0,98560.0,90220.0,94270.0,99420.0,101840.0,93830.0,99640.0,100660.0,83620.0,99260.0,101400.0,83530.0,107520.0,117580.0,109170.0,97470.0,98780.0,98540.0,78030.0,101860.0,78850.0,898280.0,4900.0,460.0,17190.0,6250.0,137280.0,14360.0,8000.0,4120.0,19000.0,71060.0,38390.0,2920.0,3700.0,45820.0,11770.0,4150.0,5280.0,4550.0,4760.0,2910.0,19170.0,30060.0,13010.0,20700.0,3160.0,10030.0,1590.0,2740.0,4550.0,2670.0,22080.0,3910.0,69150.0,22200.0,2464.0,25120.0,5760.0,10840.0,34420.0,4100.0,12340.0,2980.0,13700.0,50990.0,5670.0,730.0,59620.0,24760.0,1740.0,11670.0,390.0,220.0,3340.0,50.0
"Analyze data on conditions such as site location, drainage, or structure location for environmental reports or landscaping plans.",analyze data on conditions such as site location drainage or structure location for environmental reports or landscaping plans,"Analyze physical, survey, or geographic data.",Analyze environmental or geospatial data.,Analyzing Data or Information,Landscape Architects,landscape architects,17-1012.00,Landscape Architects,17-1012,17-1012.00,"Architects, Except Naval","Architects, Surveyors, and Cartographers",Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.865586558655866,False,0.5684615384615385,4.53,100.0,0.2606900056465274,0.6,E2,E2,79870.0,101220.0,79870.0,75310.0,60840.0,98380.0,78290.0,76680.0,79870.0,85100.0,79650.0,73570.0,79870.0,73950.0,67460.0,64980.0,87270.0,73760.0,68460.0,79870.0,82440.0,92880.0,88000.0,77670.0,79870.0,79870.0,76670.0,81330.0,62170.0,85140.0,71500.0,95020.0,71990.0,87360.0,83420.0,79870.0,63790.0,64370.0,73600.0,77130.0,85420.0,79870.0,70620.0,95250.0,89220.0,94430.0,69740.0,81380.0,76720.0,79870.0,69520.0,79870.0,79870.0,50960.0,79870.0,19600.0,230.0,41.0,390.0,100.0,2310.0,690.0,270.0,30.0,170.0,1210.0,410.0,79.0,160.0,810.0,460.0,80.0,150.0,140.0,110.0,110.0,870.0,500.0,650.0,400.0,146.0,110.0,80.0,190.0,180.0,50.0,360.0,50.0,920.0,1080.0,54.0,480.0,170.0,350.0,910.0,90.0,289.0,80.0,260.0,1450.0,90.0,38.0,570.0,760.0,88.0,450.0,35.0,8.0,30.0,4.0
Analyze data to determine answers to questions from customers or members of the public.,analyze data to determine answers to questions from customers or members of the public,Analyze operational or research data.,Analyze data to improve operations.,Analyzing Data or Information,Receptionists and Information Clerks,receptionists and information clerks,43-4171.00,Receptionists and Information Clerks,43-4171,43-4171.00,Receptionists and Information Clerks,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,1.20986252795687,4.912172417282202,False,3.351861538461538,4.22,47.88,0.7860245872299769,0.4,E2,E1,38010.0,32590.0,44720.0,38730.0,34840.0,44100.0,42010.0,40630.0,36310.0,49060.0,36810.0,36100.0,41600.0,36810.0,37400.0,36160.0,37330.0,36050.0,32940.0,32750.0,42440.0,38100.0,43870.0,37470.0,37510.0,31160.0,35740.0,37360.0,37860.0,37050.0,38160.0,41650.0,35140.0,43080.0,35440.0,39530.0,35920.0,34560.0,40900.0,36810.0,42620.0,35510.0,38280.0,34910.0,35210.0,36960.0,38370.0,37060.0,44710.0,31920.0,41150.0,37480.0,23290.0,22890.0,34630.0,910180.0,10460.0,1530.0,23220.0,10870.0,82470.0,11020.0,14980.0,2880.0,2000.0,63280.0,26080.0,3510.0,5340.0,40370.0,17360.0,4660.0,7290.0,9290.0,12820.0,3440.0,18390.0,18970.0,25230.0,11800.0,6920.0,18890.0,1280.0,6750.0,10650.0,5320.0,42060.0,5650.0,65010.0,20080.0,1930.0,30850.0,9380.0,13590.0,37830.0,4270.0,11280.0,5760.0,11460.0,78330.0,12020.0,1160.0,23360.0,26500.0,5470.0,25580.0,1540.0,210.0,4030.0,120.0
Analyze data to determine the effectiveness of specific treatments or therapy approaches.,analyze data to determine the effectiveness of specific treatments or therapy approaches,Analyze quantitative data to determine effectiveness of treatments or therapies.,Analyze health or medical data.,Analyzing Data or Information,Music Therapists,music therapists,29-1125.02,Music Therapists,29-1129,29-1129.02,Therapists,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.6119,False,0.5006153846153846,3.67,96.15,0.0353228128230633,0.1,E2,E2,77930.0,68270.0,77930.0,63750.0,61920.0,81760.0,65080.0,47300.0,90120.0,127010.0,64600.0,59380.0,99560.0,77930.0,116200.0,61720.0,77930.0,76740.0,75060.0,64530.0,77930.0,49400.0,69050.0,57970.0,75360.0,44280.0,60990.0,77930.0,86900.0,38260.0,69040.0,100250.0,77930.0,77980.0,60400.0,77930.0,70700.0,60090.0,81860.0,62310.0,86400.0,90980.0,77930.0,56690.0,74750.0,61770.0,77930.0,70890.0,98550.0,67580.0,59420.0,77930.0,77930.0,77930.0,77930.0,11940.0,32.0,25.0,380.0,485.0,886.0,169.0,538.0,32.0,84.0,464.0,1023.0,42.0,65.0,1118.0,369.0,119.0,179.0,200.0,728.0,49.0,1382.0,179.0,338.0,527.0,148.0,359.0,39.0,42.0,118.0,105.0,7478.0,66.0,1171.0,559.0,33.0,570.0,130.0,179.0,749.0,95.0,74.0,35.0,222.0,1392.0,74.0,23.0,443.0,271.0,54.0,295.0,21.0,5.0,72.0,2.0
Analyze data to determine the effectiveness of treatments or therapy approaches.,analyze data to determine the effectiveness of treatments or therapy approaches,Analyze quantitative data to determine effectiveness of treatments or therapies.,Analyze health or medical data.,Analyzing Data or Information,Art Therapists,art therapists,29-1125.01,Art Therapists,29-1129,29-1129.01,Therapists,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.766023397660234,False,0.3466046153846154,3.59,90.62,0.0273462190676939,0.1,E2,E2,77930.0,68270.0,77930.0,63750.0,61920.0,81760.0,65080.0,47300.0,90120.0,127010.0,64600.0,59380.0,99560.0,77930.0,116200.0,61720.0,77930.0,76740.0,75060.0,64530.0,77930.0,49400.0,69050.0,57970.0,75360.0,44280.0,60990.0,77930.0,86900.0,38260.0,69040.0,100250.0,77930.0,77980.0,60400.0,77930.0,70700.0,60090.0,81860.0,62310.0,86400.0,90980.0,77930.0,56690.0,74750.0,61770.0,77930.0,70890.0,98550.0,67580.0,59420.0,77930.0,77930.0,77930.0,77930.0,10700.0,28.0,23.0,340.0,435.0,794.0,151.0,482.0,28.0,76.0,416.0,917.0,38.0,59.0,1002.0,331.0,107.0,161.0,180.0,652.0,43.0,1238.0,161.0,302.0,473.0,132.0,321.0,35.0,38.0,106.0,95.0,6702.0,60.0,1049.0,501.0,29.0,510.0,116.0,161.0,671.0,85.0,66.0,31.0,198.0,1248.0,66.0,21.0,397.0,243.0,48.0,265.0,19.0,5.0,64.0,2.0
Analyze developments in specific field to determine need for revisions in previously published materials and development of new material.,analyze developments in specific field to determine need for revisions in previously published materials and development of new material,Monitor current trends.,"Monitor external affairs, trends, or events.","Monitoring Processes, Materials, or Surroundings",Technical Writers,technical writers,27-3042.00,Technical Writers,27-3042,27-3042.00,Writers and Editors,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.929431072210066,False,1.2766238461538462,3.7,77.25,2.1464882281777613,2.501996133213258,E2,E2,90390.0,85840.0,83200.0,79780.0,61180.0,104000.0,100610.0,101870.0,90370.0,117810.0,86240.0,73070.0,90390.0,90390.0,88700.0,75510.0,66520.0,73550.0,81070.0,63790.0,90390.0,100990.0,109200.0,85270.0,83270.0,65220.0,80840.0,75070.0,90390.0,88750.0,96300.0,122320.0,94970.0,98310.0,86320.0,72990.0,76480.0,69760.0,84000.0,87620.0,102360.0,82540.0,63350.0,79550.0,82750.0,80270.0,87860.0,93600.0,104070.0,90390.0,80030.0,90390.0,90390.0,46950.0,90390.0,45500.0,630.0,130.0,730.0,150.0,5280.0,1320.0,770.0,80.0,440.0,2550.0,1680.0,30.0,430.0,1040.0,540.0,640.0,480.0,340.0,320.0,310.0,1780.0,1850.0,970.0,910.0,70.0,500.0,160.0,190.0,230.0,230.0,1550.0,420.0,1610.0,2860.0,70.0,1350.0,600.0,590.0,1330.0,150.0,700.0,70.0,480.0,3340.0,570.0,60.0,2280.0,1620.0,130.0,910.0,30.0,19.0,60.0,9.0
Analyze employment-related data and prepare required reports.,analyze employmentrelated data and prepare required reports,Evaluate effectiveness of personnel policies or practices.,"Evaluate programs, practices, or processes.","Judging the Qualities of Objects, Services, or People",Human Resources Specialists,human resources specialists,13-1071.00,Human Resources Specialists,13-1071,13-1071.00,Human Resources Workers,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.979281486017555,False,0.58281,3.81,78.86,0.245486534927374,0.6389715597088939,E1,E2,75940.0,64940.0,76990.0,71390.0,55010.0,83500.0,80840.0,82890.0,77700.0,110970.0,66410.0,70570.0,73750.0,64990.0,76820.0,65600.0,66710.0,70870.0,69010.0,61300.0,71630.0,83910.0,85630.0,69520.0,78760.0,60300.0,66990.0,63790.0,61930.0,71610.0,70840.0,80690.0,68050.0,84380.0,73070.0,75630.0,70180.0,61630.0,78060.0,70450.0,77560.0,65370.0,67590.0,67370.0,68920.0,71750.0,77800.0,82090.0,84550.0,66860.0,70540.0,66970.0,59900.0,40900.0,60210.0,912430.0,11080.0,1420.0,20230.0,6230.0,104000.0,19450.0,9010.0,2720.0,6910.0,62729.99999999999,32110.0,2570.0,3930.0,35430.0,17110.0,7930.0,7560.0,10900.0,7240.0,3020.0,15530.0,27300.0,25520.0,17240.0,4850.0,17650.0,2340.0,7219.999999999999,6520.0,4270.0,21690.0,4090.000000000001,54610.0,31140.0,1710.0,33500.0,9370.0,10620.0,36960.0,3320.0,13720.0,1340.0,21460.0,84930.0,9900.0,1270.0,28540.0,22770.0,3130.0,17360.0,1000.0,380.0,4270.0,120.0
Analyze employment-related data and prepare required reports.,analyze employmentrelated data and prepare required reports,Prepare operational reports.,Prepare reports of operational or procedural activities.,Documenting/Recording Information,Human Resources Specialists,human resources specialists,13-1071.00,Human Resources Specialists,13-1071,13-1071.00,Human Resources Workers,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.979281486017555,False,0.58281,3.81,78.86,0.245486534927374,0.6389715597088939,E1,E2,75940.0,64940.0,76990.0,71390.0,55010.0,83500.0,80840.0,82890.0,77700.0,110970.0,66410.0,70570.0,73750.0,64990.0,76820.0,65600.0,66710.0,70870.0,69010.0,61300.0,71630.0,83910.0,85630.0,69520.0,78760.0,60300.0,66990.0,63790.0,61930.0,71610.0,70840.0,80690.0,68050.0,84380.0,73070.0,75630.0,70180.0,61630.0,78060.0,70450.0,77560.0,65370.0,67590.0,67370.0,68920.0,71750.0,77800.0,82090.0,84550.0,66860.0,70540.0,66970.0,59900.0,40900.0,60210.0,912430.0,11080.0,1420.0,20230.0,6230.0,104000.0,19450.0,9010.0,2720.0,6910.0,62729.99999999999,32110.0,2570.0,3930.0,35430.0,17110.0,7930.0,7560.0,10900.0,7240.0,3020.0,15530.0,27300.0,25520.0,17240.0,4850.0,17650.0,2340.0,7219.999999999999,6520.0,4270.0,21690.0,4090.000000000001,54610.0,31140.0,1710.0,33500.0,9370.0,10620.0,36960.0,3320.0,13720.0,1340.0,21460.0,84930.0,9900.0,1270.0,28540.0,22770.0,3130.0,17360.0,1000.0,380.0,4270.0,120.0
Analyze equipment performance records to assess equipment functioning.,analyze equipment performance records to assess equipment functioning,Analyze test or performance data to assess equipment operation.,Analyze performance of systems or equipment.,Analyzing Data or Information,"Computer, Automated Teller, and Office Machine Repairers",computer automated teller and office machine repairers,49-2011.00,"Computer, Automated Teller, and Office Machine Repairers",49-2011,49-2011.00,"Computer, Automated Teller, and Office Machine Repairers","Electrical and Electronic Equipment Mechanics, Installers, and Repairers","Installation, Maintenance, and Repair Occupations",2026-05-31,0.0113071264295034,4.918742466854159,False,2.037285,3.87,87.72,0.1335823213249478,0.1,E0,E2,47810.0,39970.0,46680.0,49620.0,45970.0,58280.0,49650.0,61190.0,51550.0,47810.0,45690.0,45390.0,49270.0,39190.0,44860.0,46170.0,47330.0,44290.0,47070.0,50150.0,49610.0,54120.0,57270.0,47570.0,50540.0,42920.0,44080.0,48820.0,46890.0,38430.0,60570.0,57330.0,43330.0,57290.0,46890.0,58720.0,47740.0,51880.0,46950.0,47920.0,49700.0,39060.0,59700.0,42330.0,45480.0,41810.0,53610.0,44750.0,49050.0,38720.0,47690.0,47480.0,32360.0,37560.0,47810.0,65600.0,930.0,170.0,1000.0,560.0,7250.0,880.0,380.0,250.0,294.0,3470.0,2330.0,110.0,180.0,3260.0,2140.0,420.0,570.0,1440.0,900.0,290.0,960.0,1350.0,1660.0,1720.0,490.0,1090.0,160.0,640.0,410.0,260.0,2190.0,330.0,3240.0,3160.0,160.0,2040.0,780.0,1050.0,2390.0,70.0,680.0,300.0,1110.0,7140.0,570.0,80.0,1530.0,2010.0,370.0,1010.0,70.0,90.0,140.0,13.0
Analyze equipment performance records to determine the need for repair or replacement.,analyze equipment performance records to determine the need for repair or replacement,Analyze data to identify or resolve operational problems.,Analyze data to improve operations.,Analyzing Data or Information,Network and Computer Systems Administrators,network and computer systems administrators,15-1142.00,Network and Computer Systems Administrators,15-1244,15-1244.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.988,False,0.5237411538461538,3.65,79.22,0.1422176309405521,0.4,E2,E1,99130.0,81400.0,97500.0,90280.0,81590.0,106440.0,103370.0,105880.0,94200.0,110970.0,95200.0,97170.0,101450.0,91880.0,100080.0,84550.0,84500.0,83340.0,87020.0,90160.0,83890.0,118290.0,110980.0,92750.0,101870.0,79990.0,80870.0,80950.0,84700.0,103440.0,100230.0,116420.0,90790.0,105810.0,95230.0,86450.0,97570.0,83990.0,102000.0,86140.0,103100.0,92520.0,75010.0,88100.0,101240.0,95820.0,86020.0,109610.0,103910.0,74490.0,83650.0,75220.0,59820.0,54200.0,99130.0,314340.0,5040.0,920.0,5810.0,1750.0,26170.0,8360.0,2170.0,850.0,1320.0,26890.0,9190.0,1490.0,1010.0,9820.0,4310.0,3110.0,4100.0,2800.0,1789.9999999999998,920.0,9230.0,8270.0,6899.999999999999,4550.0,1380.0,5810.0,850.0,1560.0,1980.0,1660.0,9280.0,1220.0,18220.0,13850.000000000002,930.0,15130.0,2580.0,4880.0,7750.0,1060.0,3579.9999999999995,1690.0,5070.0,34840.0,2050.0,560.0,12430.0,8600.0,1510.0,8470.0,610.0,90.0,890.0000000000001,64.0
"Analyze, estimate, or report production costs.",analyze estimate or report production costs,Estimate operational costs.,Estimate project development or operational costs.,"Estimating the Quantifiable Characteristics of Products, Events, or Information",Industrial Engineering Technicians,industrial engineering technicians,17-3026.00,Industrial Engineering Technologists and Technicians,17-3026,17-3026.00,"Engineering Technologists and Technicians, Except Drafters","Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0113071264295034,4.658255954784012,False,0.6634380769230769,3.407777777777778,69.135,0.2333333333333333,2.257005697765359,E2,E2,66120.0,66510.0,66120.0,66040.0,62210.0,79070.0,66850.0,69260.0,66120.0,66120.0,61350.0,65060.0,66120.0,63150.0,71090.0,63110.0,64410.0,61000.0,61140.0,66120.0,63070.0,79090.0,71830.0,64510.0,70490.0,50180.0,62440.0,60330.0,59970.0,61470.0,69650.0,72890.0,61280.0,70290.0,69720.0,64060.0,65490.0,79330.0,75760.0,65260.0,59420.0,70080.0,54570.0,58070.0,62020.0,67490.0,72410.0,66310.0,78430.0,57240.0,65270.0,66120.0,66120.0,46470.0,66120.0,33528.0,896.0,70.0,1846.0,293.0,5067.0,825.0,595.0,104.0,150.0,2760.0,1633.0,134.0,266.0,2005.0,2272.0,630.0,506.0,1180.0,728.0,275.0,435.0,1837.0,4800.0,4774.0,249.0,1083.0,80.0,213.0,878.0,550.0,816.0,426.0,3629.0,1721.0,89.0,4738.0,666.0,807.0,1588.0,151.0,2130.0,275.0,2351.0,4490.0,1242.0,98.0,1127.0,932.0,124.0,2360.0,60.0,14.0,887.0,7.0
"Analyze, estimate, or report production costs.",analyze estimate or report production costs,Analyze costs and benefits of proposed designs or projects.,"Evaluate designs, specifications, or other technical data.",Analyzing Data or Information,Industrial Engineering Technicians,industrial engineering technicians,17-3026.00,Industrial Engineering Technologists and Technicians,17-3026,17-3026.00,"Engineering Technologists and Technicians, Except Drafters","Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0113071264295034,4.658255954784012,False,0.6634380769230769,3.407777777777778,69.135,0.2333333333333333,2.257005697765359,E2,E2,66120.0,66510.0,66120.0,66040.0,62210.0,79070.0,66850.0,69260.0,66120.0,66120.0,61350.0,65060.0,66120.0,63150.0,71090.0,63110.0,64410.0,61000.0,61140.0,66120.0,63070.0,79090.0,71830.0,64510.0,70490.0,50180.0,62440.0,60330.0,59970.0,61470.0,69650.0,72890.0,61280.0,70290.0,69720.0,64060.0,65490.0,79330.0,75760.0,65260.0,59420.0,70080.0,54570.0,58070.0,62020.0,67490.0,72410.0,66310.0,78430.0,57240.0,65270.0,66120.0,66120.0,46470.0,66120.0,33528.0,896.0,70.0,1846.0,293.0,5067.0,825.0,595.0,104.0,150.0,2760.0,1633.0,134.0,266.0,2005.0,2272.0,630.0,506.0,1180.0,728.0,275.0,435.0,1837.0,4800.0,4774.0,249.0,1083.0,80.0,213.0,878.0,550.0,816.0,426.0,3629.0,1721.0,89.0,4738.0,666.0,807.0,1588.0,151.0,2130.0,275.0,2351.0,4490.0,1242.0,98.0,1127.0,932.0,124.0,2360.0,60.0,14.0,887.0,7.0
Analyze existing development or manufacturing procedures and suggest improvements.,analyze existing development or manufacturing procedures and suggest improvements,"Recommend technical design or process changes to improve efficiency, quality, or performance.",Advise others on business or operational matters.,Providing Consultation and Advice to Others,Mechatronics Engineers,mechatronics engineers,17-2199.05,Mechatronics Engineers,17-2199,17-2199.05,Miscellaneous Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0339213792885103,3.9662579795318673,False,0.3503715384615384,3.51,85.82,0.0952481837397086,0.4,E0,E2,122930.0,152550.0,142390.0,102280.0,76940.0,130850.0,132590.0,124110.0,103580.0,151920.0,105410.0,112260.0,122800.0,130970.0,111930.0,120880.0,103090.0,76100.0,99830.0,99070.0,120430.0,129770.0,131260.0,121000.0,108850.0,111030.0,102980.0,97470.0,88490.0,103780.0,128130.0,132450.0,162070.0,117600.0,112450.0,100250.0,120470.0,119810.0,123220.0,108950.0,117080.0,110490.0,112260.0,96640.0,115810.0,110320.0,126550.0,148160.0,134570.0,118800.0,110360.0,113050.0,100010.0,81370.0,122930.0,14291.0,2247.0,130.0,1117.0,532.0,18577.0,1649.0,1578.0,44.0,2312.0,5584.0,2675.0,714.0,364.0,1636.0,1000.0,714.0,506.0,325.0,4097.0,383.0,4766.0,1851.0,5000.0,838.0,312.0,1201.0,156.0,195.0,565.0,396.0,2948.0,1422.0,3740.0,2773.0,143.0,4545.0,558.0,1318.0,2110.0,247.0,831.0,71.0,2857.0,7025.0,1136.0,253.0,3285.0,2324.0,429.0,448.0,71.0,52.0,578.0,3.0
"Analyze expenditures and other financial information to develop plans, policies, or budgets for increasing profits or improving services.",analyze expenditures and other financial information to develop plans policies or budgets for increasing profits or improving services,Analyze financial records to improve budgeting or planning.,Analyze business or financial data.,Analyzing Data or Information,"Transportation, Storage, and Distribution Managers",transportation storage and distribution managers,11-3071.00,"Transportation, Storage, and Distribution Managers",11-3071,11-3071.00,"Transportation, Storage, and Distribution Managers",Operations Specialties Managers,Management Occupations,2026-05-31,0.0226142528590069,4.772260099725247,False,0.3924146153846154,3.74,80.5,0.2462444196693357,1.1,E2,E2,107230.0,118320.0,103080.0,98750.0,89200.0,123780.0,132610.0,114210.0,145000.0,132180.0,101570.0,123330.0,101480.0,93920.0,120250.0,108720.0,99010.0,106130.0,100340.0,93650.0,102110.0,105180.0,123830.0,99100.0,118180.0,85770.0,102870.0,108180.0,97380.0,99860.0,129470.0,130610.0,101420.0,127180.0,106100.0,100720.0,101550.0,96830.0,103520.0,105240.0,117600.0,106860.0,107410.0,100740.0,100700.0,102180.0,101850.0,119140.0,136500.0,98230.0,95900.0,112310.0,83360.0,83560.0,56390.0,67132.0,759.0,140.0,2058.0,874.0,18539.0,1402.0,1463.0,188.0,370.0,4258.0,4067.0,504.0,631.0,6696.0,2543.0,1123.0,698.0,1420.0,1724.0,225.0,2155.0,2616.0,4966.0,2446.0,1463.0,2216.0,182.0,862.0,1366.0,322.0,5536.0,401.0,4091.0,4037.0,237.0,5755.0,1008.0,1736.0,5184.0,273.0,2100.0,225.0,2981.0,17428.0,1827.0,237.0,2052.0,1512.0,322.0,3284.0,79.0,91.0,498.0,24.0
"Analyze expenditures and other financial information to develop plans, policies, or budgets for increasing profits or improving services.",analyze expenditures and other financial information to develop plans policies or budgets for increasing profits or improving services,Analyze financial records to improve efficiency.,Analyze business or financial data.,Analyzing Data or Information,"Transportation, Storage, and Distribution Managers",transportation storage and distribution managers,11-3071.00,"Transportation, Storage, and Distribution Managers",11-3071,11-3071.00,"Transportation, Storage, and Distribution Managers",Operations Specialties Managers,Management Occupations,2026-05-31,0.0226142528590069,4.772260099725247,False,0.3924146153846154,3.74,80.5,0.2462444196693357,1.1,E2,E2,107230.0,118320.0,103080.0,98750.0,89200.0,123780.0,132610.0,114210.0,145000.0,132180.0,101570.0,123330.0,101480.0,93920.0,120250.0,108720.0,99010.0,106130.0,100340.0,93650.0,102110.0,105180.0,123830.0,99100.0,118180.0,85770.0,102870.0,108180.0,97380.0,99860.0,129470.0,130610.0,101420.0,127180.0,106100.0,100720.0,101550.0,96830.0,103520.0,105240.0,117600.0,106860.0,107410.0,100740.0,100700.0,102180.0,101850.0,119140.0,136500.0,98230.0,95900.0,112310.0,83360.0,83560.0,56390.0,67132.0,759.0,140.0,2058.0,874.0,18539.0,1402.0,1463.0,188.0,370.0,4258.0,4067.0,504.0,631.0,6696.0,2543.0,1123.0,698.0,1420.0,1724.0,225.0,2155.0,2616.0,4966.0,2446.0,1463.0,2216.0,182.0,862.0,1366.0,322.0,5536.0,401.0,4091.0,4037.0,237.0,5755.0,1008.0,1736.0,5184.0,273.0,2100.0,225.0,2981.0,17428.0,1827.0,237.0,2052.0,1512.0,322.0,3284.0,79.0,91.0,498.0,24.0
Analyze experimental data and interpret results to write reports and summaries of findings.,analyze experimental data and interpret results to write reports and summaries of findings,Research microbiological or chemical processes or structures.,Research biological or ecological phenomena.,Getting Information,Biological Technicians,biological technicians,19-4021.00,Biological Technicians,19-4021,19-4021.00,Biological Technicians,"Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Occupations",2026-05-31,0.0226142528590069,4.773127085228995,False,1.2515176923076925,4.21,84.87,1.4375097353047288,1.607103707165788,E2,E2,57510.0,49220.0,56470.0,53290.0,46930.0,71440.0,59400.0,62360.0,58550.0,64770.0,48700.0,52420.0,48770.0,42130.0,55790.0,58790.0,48050.0,51630.0,48910.0,47310.0,60160.0,52900.0,62070.0,51070.0,48130.0,56930.0,50640.0,49920.0,48220.0,51680.0,55540.0,66040.0,49570.0,61210.0,61720.0,55330.0,51080.0,47850.0,52190.0,54950.0,45530.0,53040.0,41300.0,50840.0,50130.0,52960.0,51190.0,53360.0,60800.0,51440.0,51750.0,46480.0,44950.0,46630.0,57510.0,69620.0,270.0,410.0,830.0,420.0,9210.0,1990.0,650.0,180.0,210.0,3170.0,860.0,830.0,450.0,790.0,1020.0,800.0,480.0,260.0,190.0,510.0,3470.0,8430.0,1160.0,1400.0,330.0,620.0,430.0,600.0,280.0,240.0,1290.0,140.0,5050.0,2460.0,250.0,2240.0,360.0,1590.0,2820.0,140.0,550.0,230.0,1240.0,2730.0,710.0,220.0,1820.0,3210.0,100.0,1800.0,190.0,90.0,670.0,14.0
Analyze experimental data and interpret results to write reports and summaries of findings.,analyze experimental data and interpret results to write reports and summaries of findings,Interpret research or operational data.,Analyze data to improve operations.,Analyzing Data or Information,Biological Technicians,biological technicians,19-4021.00,Biological Technicians,19-4021,19-4021.00,Biological Technicians,"Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Occupations",2026-05-31,0.0226142528590069,4.773127085228995,False,1.2515176923076925,4.21,84.87,1.4375097353047288,1.607103707165788,E2,E2,57510.0,49220.0,56470.0,53290.0,46930.0,71440.0,59400.0,62360.0,58550.0,64770.0,48700.0,52420.0,48770.0,42130.0,55790.0,58790.0,48050.0,51630.0,48910.0,47310.0,60160.0,52900.0,62070.0,51070.0,48130.0,56930.0,50640.0,49920.0,48220.0,51680.0,55540.0,66040.0,49570.0,61210.0,61720.0,55330.0,51080.0,47850.0,52190.0,54950.0,45530.0,53040.0,41300.0,50840.0,50130.0,52960.0,51190.0,53360.0,60800.0,51440.0,51750.0,46480.0,44950.0,46630.0,57510.0,69620.0,270.0,410.0,830.0,420.0,9210.0,1990.0,650.0,180.0,210.0,3170.0,860.0,830.0,450.0,790.0,1020.0,800.0,480.0,260.0,190.0,510.0,3470.0,8430.0,1160.0,1400.0,330.0,620.0,430.0,600.0,280.0,240.0,1290.0,140.0,5050.0,2460.0,250.0,2240.0,360.0,1590.0,2820.0,140.0,550.0,230.0,1240.0,2730.0,710.0,220.0,1820.0,3210.0,100.0,1800.0,190.0,90.0,670.0,14.0
Analyze financial activities of establishments or departments and provide input into budget planning and preparation processes.,analyze financial activities of establishments or departments and provide input into budget planning and preparation processes,Analyze financial information.,Analyze business or financial data.,Analyzing Data or Information,First-Line Supervisors of Office and Administrative Support Workers,firstline supervisors of office and administrative support workers,43-1011.00,First-Line Supervisors of Office and Administrative Support Workers,43-1011,43-1011.00,First-Line Supervisors of Office and Administrative Support Workers,Supervisors of Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0565356321475172,4.922782258064516,False,0.2289596153846153,3.93,53.74,0.1321491892032673,1.1,E2,E2,69500.0,60360.0,69840.0,64250.0,58100.0,77590.0,76600.0,78200.0,75220.0,79200.0,64360.0,64620.0,63080.0,61390.0,69010.0,69490.0,64400.0,64000.0,63180.0,57180.0,67530.0,74140.0,76770.0,64720.0,76440.0,58380.0,63050.0,62550.0,61980.0,63090.0,73250.0,76640.0,62640.0,79170.0,62340.0,68720.0,64220.0,60870.0,74300.0,65270.0,76030.0,62920.0,62530.0,66390.0,64940.0,66900.0,68790.0,67170.0,79480.0,53660.0,70560.0,63050.0,44980.0,42840.0,55630.0,1436680.0,20140.0,5690.0,31930.0,13630.0,149230.0,26100.0,24420.0,5480.0,4080.0,93850.0,42630.0,10090.0,8360.0,42400.0,21780.0,10190.0,12010.0,19670.0,20810.0,6000.0,27860.0,34520.0,30690.0,21690.0,13680.0,22360.0,4030.0,9930.0,14380.0,7600.0,55210.0,8330.0,83110.0,35830.0,1830.0,45070.0,19860.0,12200.0,56600.0,5090.0,26710.0,1750.0,49870.0,160600.0,18890.0,1710.0,35160.0,31790.0,6900.0,22950.0,1980.0,990.0,16400.0,510.0
Analyze financial information obtained from clients to determine strategies for meeting clients' financial objectives.,analyze financial information obtained from clients to determine strategies for meeting clients financial objectives,Assess financial status of clients.,"Evaluate condition of financial assets, property, or other resources.","Judging the Qualities of Objects, Services, or People",Personal Financial Advisors,personal financial advisors,13-2052.00,Personal Financial Advisors,13-2052,13-2052.00,Financial Analysts and Advisors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.8649481359761735,False,0.6318838461538461,4.62,100.0,2.869267363009332,5.647144665089762,E2,E2,105070.0,77990.0,78690.0,96950.0,79420.0,130330.0,89280.0,129720.0,125050.0,104990.0,100970.0,101450.0,76070.0,94370.0,120130.0,87710.0,92310.0,102530.0,67150.0,105070.0,105070.0,99880.0,125670.0,77930.0,102660.0,63300.0,99930.0,97450.0,93280.0,92720.0,96780.0,158570.0,94270.0,166400.0,96880.0,76870.0,90990.0,68670.0,122830.0,105200.0,80200.0,96330.0,128720.0,84160.0,99160.0,77390.0,110020.0,102640.0,114050.0,80010.0,119430.0,77490.0,105070.0,105070.0,105070.0,266800.0,2540.0,555.0,6430.0,1320.0,32200.0,6730.0,2891.0,826.0,480.0,21490.0,6830.0,550.0,760.0,9760.0,5400.0,1920.0,4150.0,2040.0,1470.0,850.0,5260.0,6200.0,6570.0,5280.0,790.0,4480.0,872.0,2210.0,1730.0,1850.0,9300.0,610.0,21550.0,12340.0,540.0,7680.0,1140.0,3070.0,12200.0,1130.0,2400.0,620.0,3970.0,18200.0,2520.0,520.0,6340.0,5790.0,670.0,5200.0,310.0,114.0,440.0,55.0
Analyze information about supplier performance or procurement program success.,analyze information about supplier performance or procurement program success,Analyze data to assess operational or project effectiveness.,Analyze data to improve operations.,Analyzing Data or Information,Supply Chain Managers,supply chain managers,11-9199.04,Supply Chain Managers,11-3071,11-3071.04,"Transportation, Storage, and Distribution Managers",Operations Specialties Managers,Management Occupations,2026-05-31,0.0226142528590069,4.987001299870013,False,0.18862,4.0,90.48,0.0440473545500447,0.4,E2,E2,107230.0,118320.0,103080.0,98750.0,89200.0,123780.0,132610.0,114210.0,145000.0,132180.0,101570.0,123330.0,101480.0,93920.0,120250.0,108720.0,99010.0,106130.0,100340.0,93650.0,102110.0,105180.0,123830.0,99100.0,118180.0,85770.0,102870.0,108180.0,97380.0,99860.0,129470.0,130610.0,101420.0,127180.0,106100.0,100720.0,101550.0,96830.0,103520.0,105240.0,117600.0,106860.0,107410.0,100740.0,100700.0,102180.0,101850.0,119140.0,136500.0,98230.0,95900.0,112310.0,83360.0,83560.0,56390.0,154048.0,1741.0,320.0,4722.0,2006.0,42541.0,3218.0,3357.0,432.0,850.0,9772.0,9333.0,1156.0,1449.0,15364.0,5837.0,2577.0,1602.0,3260.0,3956.0,515.0,4945.0,6004.0,11394.0,5614.0,3357.0,5084.0,418.0,1978.0,3134.0,738.0,12704.0,919.0,9389.0,9263.0,543.0,13205.0,2312.0,3984.0,11896.0,627.0,4820.0,515.0,6839.0,39992.0,4193.0,543.0,4708.0,3468.0,738.0,7536.0,181.0,209.0,1142.0,56.0
"Analyze information from interviews, educational and medical records, consultation with other professionals, and diagnostic evaluations to assess clients' abilities, needs, and eligibility for services.",analyze information from interviews educational and medical records consultation with other professionals and diagnostic evaluations to assess clients abilities needs and eligibility for services,Evaluate characteristics of individuals to determine needs or eligibility.,"Assess living, work, or social needs or status of individuals or communities.","Judging the Qualities of Objects, Services, or People",Rehabilitation Counselors,rehabilitation counselors,21-1015.00,Rehabilitation Counselors,21-1015,21-1015.00,Counselors,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.1356855171540415,4.986563722049534,False,0.9728038461538462,4.16,97.21,0.5046884659923616,0.7,E2,E2,46850.0,54040.0,61590.0,48330.0,35210.0,44480.0,47840.0,56340.0,48840.0,49680.0,45990.0,55000.0,48720.0,54550.0,49350.0,44390.0,39630.0,41980.0,58540.0,47990.0,51150.0,40860.0,47320.0,44580.0,48010.0,41500.0,45180.0,45240.0,47050.0,40120.0,42600.0,49730.0,48240.0,47960.0,45890.0,63050.0,42620.0,38260.0,54970.0,48650.0,47020.0,35990.0,49350.0,46060.0,49990.0,43900.0,50030.0,47530.0,58050.0,48050.0,46530.0,67640.0,46850.0,53180.0,46850.0,94740.0,540.0,130.0,1750.0,600.0,13690.0,980.0,2410.0,340.0,425.0,3110.0,740.0,150.0,820.0,4140.0,2030.0,2170.0,1370.0,790.0,280.0,330.0,3300.0,5760.0,3340.0,3020.0,470.0,2020.0,330.0,480.0,570.0,430.0,1630.0,210.0,3810.0,3820.0,210.0,3690.0,1570.0,1630.0,4130.0,420.0,980.0,370.0,1590.0,1840.0,650.0,310.0,2890.0,5440.0,470.0,2390.0,70.0,40.0,290.0,19.0
Analyze information gathered by investigation and report findings and recommendations.,analyze information gathered by investigation and report findings and recommendations,Investigate legal issues.,Investigate criminal or legal matters.,Getting Information,"Claims Adjusters, Examiners, and Investigators",claims adjusters examiners and investigators,13-1031.00,"Claims Adjusters, Examiners, and Investigators",13-1031,13-1031.00,"Claims Adjusters, Appraisers, Examiners, and Investigators",Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.542200000000001,False,2.9548353846153845,4.76,98.45,0.2219442124325918,0.1,E1,E2,78000.0,79710.0,87670.0,65110.0,73920.0,91790.0,77620.0,88330.0,72370.0,101150.0,76920.0,73320.0,79080.0,77340.0,77010.0,73560.0,72640.0,77290.0,73840.0,65220.0,78590.0,95560.0,83740.0,78850.0,78350.0,77100.0,75840.0,63860.0,75830.0,62730.0,83890.0,95690.0,67930.0,87130.0,75310.0,65460.0,67990.0,71260.0,81640.0,77290.0,86520.0,75370.0,78900.0,78010.0,78800.0,69000.0,83970.0,74240.0,80700.0,67290.0,78160.0,76400.0,50560.0,45970.0,60050.0,324230.0,4040.0,220.0,13830.0,2660.0,24290.0,5680.0,3190.0,1004.0,360.0,28100.0,10127.0,900.0,1320.0,14210.0,4340.0,3930.0,4570.0,3670.0,3340.0,1650.0,5723.0,5070.0,6640.0,5530.0,2409.0,6200.0,1230.0,3160.0,3214.0,880.0,9650.0,1280.0,17330.0,9880.0,750.0,13650.0,4140.0,2950.0,13270.0,1150.0,4130.0,1030.0,6390.0,29220.0,2440.0,280.0,7860.0,6180.0,1340.0,8760.0,180.0,80.0,2730.0,30.0
Analyze information gathered by investigation and report findings and recommendations.,analyze information gathered by investigation and report findings and recommendations,Prepare legal or investigatory documentation.,Prepare legal or regulatory documents.,Documenting/Recording Information,"Claims Adjusters, Examiners, and Investigators",claims adjusters examiners and investigators,13-1031.00,"Claims Adjusters, Examiners, and Investigators",13-1031,13-1031.00,"Claims Adjusters, Appraisers, Examiners, and Investigators",Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.542200000000001,False,2.9548353846153845,4.76,98.45,0.2219442124325918,0.1,E1,E2,78000.0,79710.0,87670.0,65110.0,73920.0,91790.0,77620.0,88330.0,72370.0,101150.0,76920.0,73320.0,79080.0,77340.0,77010.0,73560.0,72640.0,77290.0,73840.0,65220.0,78590.0,95560.0,83740.0,78850.0,78350.0,77100.0,75840.0,63860.0,75830.0,62730.0,83890.0,95690.0,67930.0,87130.0,75310.0,65460.0,67990.0,71260.0,81640.0,77290.0,86520.0,75370.0,78900.0,78010.0,78800.0,69000.0,83970.0,74240.0,80700.0,67290.0,78160.0,76400.0,50560.0,45970.0,60050.0,324230.0,4040.0,220.0,13830.0,2660.0,24290.0,5680.0,3190.0,1004.0,360.0,28100.0,10127.0,900.0,1320.0,14210.0,4340.0,3930.0,4570.0,3670.0,3340.0,1650.0,5723.0,5070.0,6640.0,5530.0,2409.0,6200.0,1230.0,3160.0,3214.0,880.0,9650.0,1280.0,17330.0,9880.0,750.0,13650.0,4140.0,2950.0,13270.0,1150.0,4130.0,1030.0,6390.0,29220.0,2440.0,280.0,7860.0,6180.0,1340.0,8760.0,180.0,80.0,2730.0,30.0
Analyze information obtained from management to conceptualize and define operational problems.,analyze information obtained from management to conceptualize and define operational problems,Analyze data to identify or resolve operational problems.,Analyze data to improve operations.,Analyzing Data or Information,Operations Research Analysts,operations research analysts,15-2031.00,Operations Research Analysts,15-2031,15-2031.00,Operations Research Analysts,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.2261425285900691,4.9091000807102505,False,0.2574753846153846,4.33,100.0,0.0464938962053571,0.3,E2,E2,88940.0,115630.0,88750.0,75470.0,59030.0,102100.0,129880.0,96700.0,101070.0,96030.0,77600.0,76220.0,100600.0,103600.0,89800.0,85280.0,80580.0,92050.0,83850.0,63210.0,99460.0,97410.0,96500.0,83480.0,95550.0,92310.0,62380.0,80400.0,98300.0,86500.0,88940.0,88940.0,80360.0,108610.0,97290.0,82460.0,103620.0,61520.0,102170.0,79640.0,77910.0,80240.0,88940.0,76680.0,90710.0,90200.0,89790.0,129460.0,98030.0,64100.0,71820.0,88940.0,88940.0,57000.0,88940.0,108510.0,550.0,70.0,2600.0,210.0,10620.0,770.0,950.0,660.0,2250.0,9120.0,4600.0,120.0,500.0,5180.0,1380.0,300.0,997.0,660.0,550.0,220.0,4710.0,4200.0,980.0,1240.0,120.0,1190.0,150.0,330.0,370.0,290.0,3280.0,510.0,5890.0,2520.0,130.0,2600.0,1840.0,2710.0,3220.0,360.0,1380.0,317.0,1200.0,11890.0,810.0,170.0,6980.0,3050.0,200.0,4270.0,195.0,46.0,50.0,22.0
"Analyze information processing or computation needs and plan and design computer systems, using techniques such as structured analysis, data modeling, and information engineering.",analyze information processing or computation needs and plan and design computer systems using techniques such as structured analysis data modeling and information engineering,Analyze project data to determine specifications or requirements.,"Evaluate designs, specifications, or other technical data.",Analyzing Data or Information,Computer Systems Analysts,computer systems analysts,15-1121.00,Computer Systems Analysts,15-1211,15-1211.00,Computer and Information Analysts,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0452285057180138,4.794557686514711,False,1.5577557692307693,3.6,78.19,1.903319617249216,1.722471789289603,E2,E1,105850.0,101770.0,88520.0,103530.0,81760.0,127720.0,127750.0,109600.0,110560.0,116820.0,101900.0,106240.0,88640.0,75310.0,101570.0,98810.0,95920.0,100770.0,95090.0,95660.0,95820.0,113610.0,128240.0,103410.0,106350.0,86280.0,92060.0,91310.0,91810.0,104060.0,107670.0,122890.0,98220.0,109610.0,106850.0,105470.0,102320.0,95930.0,121620.0,98550.0,134630.0,98280.0,99790.0,95630.0,107390.0,98770.0,99610.0,120840.0,129410.0,105850.0,100440.0,109780.0,59900.0,63730.0,59430.0,421026.0,10632.0,681.0,18364.0,6645.0,95724.0,10098.0,7780.0,3468.0,4020.0,57165.0,18866.0,2707.0,2674.0,33405.0,15657.0,7715.0,6062.0,9611.0,4830.0,4020.0,24863.0,35917.0,22805.0,18364.0,1990.0,12529.0,1378.0,3955.0,4117.0,3387.0,26776.0,3712.0,39061.0,33891.0,454.0,31103.0,3710.0,9141.0,31524.0,1850.0,7699.999999999999,1799.0,16565.0,77782.0,4781.0,956.0,37586.0,39094.0,1669.0,13517.0,502.0,59.99999999999999,2075.0,65.0
"Analyze information processing or computation needs and plan and design computer systems, using techniques such as structured analysis, data modeling, and information engineering.",analyze information processing or computation needs and plan and design computer systems using techniques such as structured analysis data modeling and information engineering,Design integrated computer systems.,Design computer or information systems or applications.,Thinking Creatively,Computer Systems Analysts,computer systems analysts,15-1121.00,Computer Systems Analysts,15-1211,15-1211.00,Computer and Information Analysts,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0452285057180138,4.794557686514711,False,1.5577557692307693,3.6,78.19,1.903319617249216,1.722471789289603,E2,E1,105850.0,101770.0,88520.0,103530.0,81760.0,127720.0,127750.0,109600.0,110560.0,116820.0,101900.0,106240.0,88640.0,75310.0,101570.0,98810.0,95920.0,100770.0,95090.0,95660.0,95820.0,113610.0,128240.0,103410.0,106350.0,86280.0,92060.0,91310.0,91810.0,104060.0,107670.0,122890.0,98220.0,109610.0,106850.0,105470.0,102320.0,95930.0,121620.0,98550.0,134630.0,98280.0,99790.0,95630.0,107390.0,98770.0,99610.0,120840.0,129410.0,105850.0,100440.0,109780.0,59900.0,63730.0,59430.0,421026.0,10632.0,681.0,18364.0,6645.0,95724.0,10098.0,7780.0,3468.0,4020.0,57165.0,18866.0,2707.0,2674.0,33405.0,15657.0,7715.0,6062.0,9611.0,4830.0,4020.0,24863.0,35917.0,22805.0,18364.0,1990.0,12529.0,1378.0,3955.0,4117.0,3387.0,26776.0,3712.0,39061.0,33891.0,454.0,31103.0,3710.0,9141.0,31524.0,1850.0,7699.999999999999,1799.0,16565.0,77782.0,4781.0,956.0,37586.0,39094.0,1669.0,13517.0,502.0,59.99999999999999,2075.0,65.0
"Analyze information to determine, recommend, and plan installation of a new system or modification of an existing system.",analyze information to determine recommend and plan installation of a new system or modification of an existing system,Analyze project data to determine specifications or requirements.,"Evaluate designs, specifications, or other technical data.",Analyzing Data or Information,"Software Developers, Applications",software developers applications,15-1132.00,Software Developers,15-1252,15-1252.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0339213792885103,4.568783335010567,False,0.4215688461538461,3.61,94.99,0.2214988342193972,0.7,E2,E1,114549.41176470587,108307.0588235294,114549.41176470587,110045.29411764706,111294.89619377164,143515.58823529413,128445.88235294116,109510.0,114782.35294117648,114191.17647058824,110165.0,112089.11764705884,109759.70588235294,120062.54325259516,113710.0,93134.70588235294,97098.82352941176,100614.41176470587,88776.76470588235,78453.82352941176,98043.23529411764,120022.9411764706,136121.76470588235,107406.76470588236,110872.0588235294,84885.29411764706,98662.0588235294,109772.9411764706,102180.29411764706,119163.13148788927,117653.5294117647,124798.5294117647,119148.82352941176,135779.41176470587,111493.5294117647,90934.11764705884,103205.58823529413,90770.58823529413,119530.58823529413,103874.70588235294,111107.64705882352,107836.76470588236,77240.29411764706,101195.58823529413,111652.9411764706,97212.0588235294,92335.88235294116,126400.88235294116,140793.5294117647,81291.17647058824,100160.58823529413,114750.1903114187,114549.41176470587,67413.23529411765,114549.41176470587,672406.1764705882,6836.176470588235,1117.8529411764705,14941.764705882351,5745.588235294118,110753.52941176471,17472.05882352941,5204.117647058823,1445.2941176470588,2494.1176470588234,35416.17647058824,20889.117647058825,2341.4117647058824,2239.1176470588234,22635.29411764706,5660.588235294117,3601.176470588235,5164.705882352941,3080.2941176470586,1624.4117647058824,1166.470588235294,14120.294117647058,20082.647058823528,16414.70588235294,13390.588235294115,845.0000000000001,8459.117647058823,800.2941176470589,3187.6470588235293,2321.470588235294,4027.941176470588,21115.29411764706,1585.5882352941176,43799.70588235294,24930.58823529412,604.4117647058824,17467.35294117647,3321.7647058823527,8307.35294117647,21156.17647058824,1910.8823529411768,5457.352941176471,918.8235294117646,7191.764705882353,66272.05882352941,12092.35294117647,677.9411764705883,35434.117647058825,40018.82352941176,1121.1764705882351,9600.882352941177,1304.3529411764705,286.0,836.1764705882354,138.0
"Analyze internal processes and recommend and implement procedural or policy changes to improve operations, such as supply changes or the disposal of records.",analyze internal processes and recommend and implement procedural or policy changes to improve operations such as supply changes or the disposal of records,Analyze data to inform operational decisions or activities.,Analyze data to improve operations.,Analyzing Data or Information,Administrative Services Managers,administrative services managers,11-3011.00,Administrative Services Managers,11-3012,11-3012.00,Administrative Services and Facilities Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0339213792885103,4.815932655784827,False,0.3463903846153846,3.33,96.32,0.9218748665707936,7.0,E2,E2,111640.0,116703.33333333331,108770.0,100733.33333333331,86256.66666666667,112133.33333333331,145503.33333333334,117130.0,136360.0,124330.0,96160.0,110286.66666666669,110143.33333333331,95210.0,106900.0,110180.0,110950.0,118136.66666666669,108000.0,98513.33333333331,103023.33333333331,109600.0,119173.33333333331,104856.66666666669,128100.0,95233.33333333331,98073.33333333331,118480.0,104530.0,97803.33333333331,119156.66666666669,137676.66666666666,105896.66666666669,138636.66666666666,106463.33333333331,93560.0,100246.66666666669,99910.0,112403.33333333331,102190.0,121490.0,117526.66666666669,104700.0,120516.66666666669,109270.0,115573.33333333331,94263.33333333331,126080.0,133750.0,88230.0,106840.0,115783.33333333331,69400.0,66786.66666666667,72133.33333333333,202003.3333333333,886.6666666666666,970.0,5643.333333333333,1033.3333333333333,34343.333333333336,2276.6666666666665,3003.333333333333,560.0,996.6666666666666,13106.666666666668,10036.666666666666,1293.3333333333337,790.0,11086.666666666668,5116.666666666667,1700.0,1126.6666666666663,2077.333333333333,2560.0,774.6666666666666,4616.666666666667,8110.0,6033.333333333333,6040.0,1443.3333333333333,3453.333333333333,380.0,2210.0,2423.333333333333,690.0,9170.0,879.3333333333333,13200.0,6510.0,290.0,7330.0,1826.6666666666663,2356.6666666666665,5543.333333333333,676.6666666666667,2566.6666666666665,423.33333333333337,6306.666666666667,19700.0,1703.3333333333333,453.33333333333337,2883.333333333333,3256.6666666666665,1463.3333333333333,4150.0,143.33333333333334,846.6666666666666,2730.0,50.0
"Analyze internal processes and recommend and implement procedural or policy changes to improve operations, such as supply changes or the disposal of records.",analyze internal processes and recommend and implement procedural or policy changes to improve operations such as supply changes or the disposal of records,Recommend organizational process or policy changes.,Advise others on business or operational matters.,Providing Consultation and Advice to Others,Administrative Services Managers,administrative services managers,11-3011.00,Administrative Services Managers,11-3012,11-3012.00,Administrative Services and Facilities Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0339213792885103,4.815932655784827,False,0.3463903846153846,3.33,96.32,0.9218748665707936,7.0,E2,E2,111640.0,116703.33333333331,108770.0,100733.33333333331,86256.66666666667,112133.33333333331,145503.33333333334,117130.0,136360.0,124330.0,96160.0,110286.66666666669,110143.33333333331,95210.0,106900.0,110180.0,110950.0,118136.66666666669,108000.0,98513.33333333331,103023.33333333331,109600.0,119173.33333333331,104856.66666666669,128100.0,95233.33333333331,98073.33333333331,118480.0,104530.0,97803.33333333331,119156.66666666669,137676.66666666666,105896.66666666669,138636.66666666666,106463.33333333331,93560.0,100246.66666666669,99910.0,112403.33333333331,102190.0,121490.0,117526.66666666669,104700.0,120516.66666666669,109270.0,115573.33333333331,94263.33333333331,126080.0,133750.0,88230.0,106840.0,115783.33333333331,69400.0,66786.66666666667,72133.33333333333,202003.3333333333,886.6666666666666,970.0,5643.333333333333,1033.3333333333333,34343.333333333336,2276.6666666666665,3003.333333333333,560.0,996.6666666666666,13106.666666666668,10036.666666666666,1293.3333333333337,790.0,11086.666666666668,5116.666666666667,1700.0,1126.6666666666663,2077.333333333333,2560.0,774.6666666666666,4616.666666666667,8110.0,6033.333333333333,6040.0,1443.3333333333333,3453.333333333333,380.0,2210.0,2423.333333333333,690.0,9170.0,879.3333333333333,13200.0,6510.0,290.0,7330.0,1826.6666666666663,2356.6666666666665,5543.333333333333,676.6666666666667,2566.6666666666665,423.33333333333337,6306.666666666667,19700.0,1703.3333333333333,453.33333333333337,2883.333333333333,3256.6666666666665,1463.3333333333333,4150.0,143.33333333333334,846.6666666666666,2730.0,50.0
"Analyze, interpret, or disseminate system performance data.",analyze interpret or disseminate system performance data,Analyze data to identify or resolve operational problems.,Analyze data to improve operations.,Analyzing Data or Information,Document Management Specialists,document management specialists,15-1199.12,Document Management Specialists,15-1299,15-1299.03,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.2374496550195726,4.899274047186933,False,0.1461538461538461,2.81,80.0,0.0519374881426674,0.6,E2,E2,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,123033.0,4459.0,1204.0,5510.0,1899.0,135900.0,20008.0,5256.0,860.0,29164.0,13710.0,34980.0,3527.0,1763.0,18923.0,5663.0,6528.0,2272.0,1850.0,8512.0,900.0,32318.0,10462.0,12615.0,7087.0,2459.0,14340.0,916.0,3866.0,4425.0,1645.0,20364.0,2798.0,11460.0,25586.0,1238.0,6150.0,5629.0,4154.0,14580.0,1407.0,7291.0,240.0,18533.0,96681.0,11326.0,2238.0,28825.0,24348.0,5731.0,7935.0,288.0,475.0,1492.0,68.0
"Analyze inventories to determine how to increase inventory turns, reduce waste, or optimize customer service.",analyze inventories to determine how to increase inventory turns reduce waste or optimize customer service,Analyze data to inform operational decisions or activities.,Analyze data to improve operations.,Analyzing Data or Information,Supply Chain Managers,supply chain managers,11-9199.04,Supply Chain Managers,11-3071,11-3071.04,"Transportation, Storage, and Distribution Managers",Operations Specialties Managers,Management Occupations,2026-05-31,0.0226142528590069,4.872016048144434,False,0.3590138461538461,4.06,85.71,0.1612008413646457,0.7,E2,E2,107230.0,118320.0,103080.0,98750.0,89200.0,123780.0,132610.0,114210.0,145000.0,132180.0,101570.0,123330.0,101480.0,93920.0,120250.0,108720.0,99010.0,106130.0,100340.0,93650.0,102110.0,105180.0,123830.0,99100.0,118180.0,85770.0,102870.0,108180.0,97380.0,99860.0,129470.0,130610.0,101420.0,127180.0,106100.0,100720.0,101550.0,96830.0,103520.0,105240.0,117600.0,106860.0,107410.0,100740.0,100700.0,102180.0,101850.0,119140.0,136500.0,98230.0,95900.0,112310.0,83360.0,83560.0,56390.0,154048.0,1741.0,320.0,4722.0,2006.0,42541.0,3218.0,3357.0,432.0,850.0,9772.0,9333.0,1156.0,1449.0,15364.0,5837.0,2577.0,1602.0,3260.0,3956.0,515.0,4945.0,6004.0,11394.0,5614.0,3357.0,5084.0,418.0,1978.0,3134.0,738.0,12704.0,919.0,9389.0,9263.0,543.0,13205.0,2312.0,3984.0,11896.0,627.0,4820.0,515.0,6839.0,39992.0,4193.0,543.0,4708.0,3468.0,738.0,7536.0,181.0,209.0,1142.0,56.0
Analyze laboratory findings to check the accuracy of the results.,analyze laboratory findings to check the accuracy of the results,Analyze laboratory findings.,Analyze biological or chemical substances or related data.,Analyzing Data or Information,Medical and Clinical Laboratory Technologists,medical and clinical laboratory technologists,29-2011.00,Medical and Clinical Laboratory Technologists,29-2011,29-2011.00,Clinical Laboratory Technologists and Technicians,Health Technologists and Technicians,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.951700000000001,False,6.0133,4.82,100.0,0.51844,0.1,E0,E2,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,70854.0,956.0,147.0,1466.0,590.0,8245.0,1301.0,767.0,220.0,318.0,4495.0,2213.0,283.0,388.0,2761.0,1449.0,706.0,651.0,905.0,876.0,290.0,1250.0,1647.0,1993.0,1336.0,526.0,1329.0,231.0,464.0,702.0,309.0,1940.0,395.0,4385.0,2237.0,194.0,2513.0,773.0,890.0,2745.0,227.0,1043.0,207.0,1484.0,6369.0,785.0,138.0,1860.0,1608.0,318.0,1332.0,128.0,31.0,425.0,14.0
"Analyze large molecular datasets, such as raw microarray data, genomic sequence data, or proteomics data, for clinical or basic research purposes.",analyze large molecular datasets such as raw microarray data genomic sequence data or proteomics data for clinical or basic research purposes,Analyze biological samples.,Analyze biological or chemical substances or related data.,Analyzing Data or Information,Bioinformatics Scientists,bioinformatics scientists,19-1029.01,Bioinformatics Scientists,19-1029,19-1029.01,Biological Scientists,Life Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.0113071264295034,4.950045139933796,False,0.8986315384615384,3.94,78.39,0.5042746741854637,0.7999999999999999,E2,E2,98920.0,87260.0,106870.0,90290.0,76400.0,113530.0,93970.0,111940.0,113400.0,84590.0,83780.0,96820.0,95600.0,83320.0,82640.0,84570.0,82720.0,76400.0,79400.0,69590.0,104570.0,121680.0,107100.0,81540.0,76400.0,91170.0,63290.0,91560.0,82770.0,74210.0,83740.0,104750.0,84120.0,104120.0,100070.0,98920.0,95560.0,79950.0,86260.0,100780.0,101750.0,91560.0,73920.0,80500.0,80870.0,93250.0,77960.0,96030.0,108110.0,84590.0,78480.0,91560.0,78850.0,76400.0,98920.0,30550.0,558.0,607.0,1247.0,591.0,19495.0,1395.0,279.0,95.0,1395.0,3151.0,2018.0,607.0,706.0,2133.0,1050.0,903.0,1247.0,427.0,952.0,558.0,8156.0,4808.0,1411.0,1231.0,525.0,1838.0,903.0,394.0,673.0,509.0,886.0,689.0,4135.0,4562.0,84.0,1001.0,492.0,1149.0,2970.0,164.0,394.0,279.0,689.0,4070.0,968.0,148.0,2708.0,4299.0,377.0,1214.0,279.0,82.0,427.0,7.0
"Analyze, manipulate, or process large sets of data using statistical software.",analyze manipulate or process large sets of data using statistical software,Analyze data to inform operational decisions or activities.,Analyze data to improve operations.,Analyzing Data or Information,"Mathematical Science Occupations, All Other",mathematical science occupations all other,15-2099.00,Data Scientists,15-2051,15-2051.00,Data Scientists,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.1356855171540415,4.922505091649695,False,0.3501174759615384,3.923230769230769,89.09828846153846,0.3970392797874755,1.1131133600112262,E2,E2,120230.0,103120.0,84110.0,107240.0,109390.0,141590.0,117400.0,126340.0,120230.0,126490.0,115820.0,104340.0,102130.0,89380.0,106560.0,91470.0,95830.0,98130.0,91760.0,78760.0,90880.0,136370.0,131750.0,100590.0,128800.0,69490.0,97090.0,100490.0,98230.0,98540.0,100620.0,135280.0,95850.0,130460.0,119090.0,81900.0,102630.0,86310.0,125990.0,106850.0,102440.0,91990.0,96150.0,100330.0,122090.0,108090.0,127070.0,126430.0,163350.0,85090.0,106680.0,120230.0,120230.0,80350.0,120230.0,7755.0,154.0,20.0,404.0,47.0,3485.0,557.0,156.0,68.0,238.0,908.0,821.0,27.0,120.0,933.0,317.0,204.0,43.0,137.0,115.0,107.0,296.0,835.0,652.0,356.0,39.0,419.0,20.0,176.0,149.0,98.0,570.0,50.0,2125.0,1013.0,19.0,541.0,168.0,190.0,1224.0,103.0,3750.0,20.0,247.0,2293.0,387.0,200.0,791.0,851.0,35.0,387.0,14.0,3.0,100.0,2.0
Analyze market and delivery systems to assess present and future material availability.,analyze market and delivery systems to assess present and future material availability,Analyze data to inform operational decisions or activities.,Analyze data to improve operations.,Analyzing Data or Information,Purchasing Managers,purchasing managers,11-3061.00,Purchasing Managers,11-3061,11-3061.00,Purchasing Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0113071264295034,4.9681,False,0.5903892307692307,4.05,100.0,0.468347480620155,1.1,E2,E2,148080.0,130710.0,114650.0,138940.0,156450.0,159830.0,171250.0,138680.0,148080.0,175720.0,133410.0,155360.0,113490.0,136970.0,153370.0,126880.0,121580.0,159850.0,124350.0,109630.0,135970.0,161470.0,170750.0,142120.0,144810.0,122940.0,132100.0,123480.0,124010.0,120270.0,162900.0,174520.0,134790.0,166300.0,138710.0,130110.0,134580.0,119310.0,137190.0,141790.0,134560.0,131720.0,128670.0,137060.0,134670.0,125940.0,135720.0,166230.0,162730.0,147220.0,124990.0,123380.0,80290.0,89600.0,148080.0,84320.0,1520.0,140.0,1630.0,930.0,7470.0,1320.0,1420.0,150.0,1110.0,3960.0,3430.0,220.0,270.0,4160.0,1190.0,610.0,920.0,920.0,470.0,170.0,2380.0,2160.0,2780.0,1340.0,320.0,960.0,160.0,440.0,450.0,540.0,3430.0,240.0,6930.0,2670.0,50.0,3490.0,480.0,980.0,2530.0,220.0,830.0,70.0,1460.0,9640.0,510.0,90.0,3540.0,1770.0,180.0,1610.0,40.0,40.0,280.0,17.0
Analyze market and delivery systems to assess present and future material availability.,analyze market and delivery systems to assess present and future material availability,Implement transportation changes to reduce environmental impact.,Implement procedures or processes.,Making Decisions and Solving Problems,Purchasing Managers,purchasing managers,11-3061.00,Purchasing Managers,11-3061,11-3061.00,Purchasing Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0113071264295034,4.9681,False,0.5903892307692307,4.05,100.0,0.468347480620155,1.1,E2,E2,148080.0,130710.0,114650.0,138940.0,156450.0,159830.0,171250.0,138680.0,148080.0,175720.0,133410.0,155360.0,113490.0,136970.0,153370.0,126880.0,121580.0,159850.0,124350.0,109630.0,135970.0,161470.0,170750.0,142120.0,144810.0,122940.0,132100.0,123480.0,124010.0,120270.0,162900.0,174520.0,134790.0,166300.0,138710.0,130110.0,134580.0,119310.0,137190.0,141790.0,134560.0,131720.0,128670.0,137060.0,134670.0,125940.0,135720.0,166230.0,162730.0,147220.0,124990.0,123380.0,80290.0,89600.0,148080.0,84320.0,1520.0,140.0,1630.0,930.0,7470.0,1320.0,1420.0,150.0,1110.0,3960.0,3430.0,220.0,270.0,4160.0,1190.0,610.0,920.0,920.0,470.0,170.0,2380.0,2160.0,2780.0,1340.0,320.0,960.0,160.0,440.0,450.0,540.0,3430.0,240.0,6930.0,2670.0,50.0,3490.0,480.0,980.0,2530.0,220.0,830.0,70.0,1460.0,9640.0,510.0,90.0,3540.0,1770.0,180.0,1610.0,40.0,40.0,280.0,17.0
Analyze market conditions to determine acreage allocations.,analyze market conditions to determine acreage allocations,Analyze data to inform operational decisions or activities.,Analyze data to improve operations.,Analyzing Data or Information,"Farmers, Ranchers, and Other Agricultural Managers",farmers ranchers and other agricultural managers,11-9013.00,"Farmers, Ranchers, and Other Agricultural Managers",11-9013,11-9013.00,"Farmers, Ranchers, and Other Agricultural Managers",Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.9,False,0.3961961538461538,3.44,67.66,0.1592893324421743,1.051892089667545,E0,E2,89900.0,89900.0,89900.0,89900.0,63920.0,109140.0,89900.0,89900.0,89900.0,89900.0,87080.0,95900.0,68750.0,81010.0,99440.0,83100.0,77930.0,102490.0,74640.0,89900.0,89900.0,67600.0,89900.0,82620.0,65900.0,95210.0,77650.0,110250.0,111460.0,89900.0,89900.0,86380.0,89900.0,89370.0,80540.0,89900.0,65990.0,69050.0,81560.0,76040.0,89900.0,89900.0,89900.0,89900.0,85990.0,89900.0,89900.0,66780.0,103240.0,62740.0,86320.0,89900.0,89900.0,89900.0,89900.0,6500.0,88.0,14.0,135.0,50.0,1650.0,119.0,70.0,20.0,29.0,320.0,50.0,80.0,250.0,120.0,90.0,180.0,40.0,110.0,80.0,27.0,140.0,151.0,270.0,160.0,80.0,60.0,30.0,200.0,64.0,28.0,178.0,36.0,130.0,250.0,18.0,100.0,80.0,190.0,80.0,21.0,40.0,19.0,136.0,610.0,72.0,13.0,50.0,140.0,50.0,30.0,12.0,3.0,39.0,1.0
Analyze marketing or sales trends to forecast future conditions.,analyze marketing or sales trends to forecast future conditions,Analyze forecasting data to improve business decisions.,Analyze data to improve operations.,Analyzing Data or Information,Advertising and Promotions Managers,advertising and promotions managers,11-2011.00,Advertising and Promotions Managers,11-2011,11-2011.00,Advertising and Promotions Managers,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",Management Occupations,2026-05-31,0.0030529241359659,4.9134,False,0.7116878205128205,3.691904761904762,72.79380952380953,0.2333333333333333,0.8311506351471362,E2,E2,133660.0,64640.0,133660.0,133660.0,74880.0,167230.0,164990.0,129280.0,133660.0,143040.0,133660.0,133810.0,133660.0,80680.0,167330.0,113930.0,108890.0,148560.0,107030.0,78810.0,106280.0,107380.0,163090.0,101610.0,126920.0,66520.0,81520.0,131770.0,106380.0,133660.0,120530.0,165390.0,133660.0,173700.0,121730.0,133660.0,102110.0,133660.0,154490.0,122940.0,157890.0,156300.0,133660.0,98170.0,104170.0,133660.0,133660.0,148400.0,163380.0,133660.0,131530.0,133660.0,133660.0,68620.0,133660.0,21470.0,60.0,45.0,444.0,140.0,3080.0,180.0,240.0,66.0,80.0,1362.0,420.0,86.0,60.0,160.0,120.0,210.0,40.0,230.0,120.0,88.0,460.0,300.0,220.0,110.0,100.0,403.0,70.0,160.0,213.0,50.0,470.0,80.0,3550.0,678.0,59.0,240.0,90.0,430.0,1540.0,60.0,316.0,63.0,450.0,3670.0,240.0,42.0,180.0,530.0,96.0,110.0,39.0,9.0,180.0,4.0
"Analyze network data to determine network usage, disk space availability, or server function.",analyze network data to determine network usage disk space availability or server function,Monitor the performance of computer networks.,Monitor operation of computer or information technologies.,"Monitoring Processes, Materials, or Surroundings",Computer Network Support Specialists,computer network support specialists,15-1152.00,Computer Network Support Specialists,15-1231,15-1231.00,Computer Support Specialists,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.9214,False,1.694835,3.94,96.97,0.4119556948558915,0.3,E2,E2,76220.0,61890.0,86110.0,68880.0,59460.0,79190.0,82750.0,81890.0,60580.0,91370.0,75740.0,79180.0,83620.0,63340.0,68530.0,73100.0,64600.0,60060.0,76220.0,58680.0,72990.0,96680.0,88650.0,65900.0,76000.0,63410.0,72780.0,61150.0,65450.0,85790.0,72330.0,87440.0,64550.0,77540.0,76220.0,73550.0,70080.0,78740.0,68900.0,78310.0,82970.0,76790.0,53650.0,77640.0,66780.0,76220.0,72400.0,76760.0,101750.0,46840.0,81010.0,61780.0,46110.0,39570.0,56360.0,146190.0,940.0,300.0,1460.0,1470.0,13620.0,4530.0,850.0,330.0,450.0,9450.0,4440.0,350.0,780.0,6960.0,5030.0,1920.0,310.0,1720.0,1290.0,680.0,8200.0,1980.0,2470.0,2930.0,1240.0,3910.0,890.0,1490.0,2460.0,680.0,3370.0,1300.0,7170.0,6080.0,500.0,7480.0,1940.0,2660.0,4170.0,620.0,2660.0,480.0,2660.0,9930.0,990.0,120.0,5650.0,3300.0,600.0,1140.0,270.0,40.0,670.0,30.0
"Analyze network data to determine network usage, disk space availability, or server function.",analyze network data to determine network usage disk space availability or server function,Analyze data to identify or resolve operational problems.,Analyze data to improve operations.,Analyzing Data or Information,Computer Network Support Specialists,computer network support specialists,15-1152.00,Computer Network Support Specialists,15-1231,15-1231.00,Computer Support Specialists,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.9214,False,1.694835,3.94,96.97,0.4119556948558915,0.3,E2,E2,76220.0,61890.0,86110.0,68880.0,59460.0,79190.0,82750.0,81890.0,60580.0,91370.0,75740.0,79180.0,83620.0,63340.0,68530.0,73100.0,64600.0,60060.0,76220.0,58680.0,72990.0,96680.0,88650.0,65900.0,76000.0,63410.0,72780.0,61150.0,65450.0,85790.0,72330.0,87440.0,64550.0,77540.0,76220.0,73550.0,70080.0,78740.0,68900.0,78310.0,82970.0,76790.0,53650.0,77640.0,66780.0,76220.0,72400.0,76760.0,101750.0,46840.0,81010.0,61780.0,46110.0,39570.0,56360.0,146190.0,940.0,300.0,1460.0,1470.0,13620.0,4530.0,850.0,330.0,450.0,9450.0,4440.0,350.0,780.0,6960.0,5030.0,1920.0,310.0,1720.0,1290.0,680.0,8200.0,1980.0,2470.0,2930.0,1240.0,3910.0,890.0,1490.0,2460.0,680.0,3370.0,1300.0,7170.0,6080.0,500.0,7480.0,1940.0,2660.0,4170.0,620.0,2660.0,480.0,2660.0,9930.0,990.0,120.0,5650.0,3300.0,600.0,1140.0,270.0,40.0,670.0,30.0
Analyze new legislation to determine impact on risk exposure.,analyze new legislation to determine impact on risk exposure,Evaluate applicable laws and regulations to determine impact on organizational activities.,Assess characteristics or impacts of regulations or policies.,Analyzing Data or Information,Financial Analysts,financial analysts,13-2051.00,Financial Risk Specialists,13-2054,13-2054.00,Financial Analysts and Advisors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.874030812606989,False,0.3529423557692308,4.0325,89.61,0.0975841739155594,0.394729901605104,E1,E2,110326.8,86329.2,93467.6,98355.2,73310.0,119510.0,112404.0,111834.8,121372.8,102374.0,97303.2,100018.0,92154.4,88370.8,102802.4,90854.8,99291.2,84823.6,78009.6,66715.2,115724.0,109085.2,121107.2,99850.4,104253.6,88170.4,99564.0,100089.6,89979.2,92051.6,121936.0,119327.2,87437.6,132558.0,117808.0,76329.2,96552.4,82500.0,114864.8,94121.6,102588.4,96712.0,88651.2,91929.2,101547.2,84298.0,104933.136,116420.4,115498.8,82196.4,96740.0,151969.2,110326.8,61627.2,90965.136,206952.4,1730.4,117.2,3735.2,745.2,24767.2,4405.200000000001,1419.84,1702.4,1870.8,13432.4,5828.0,334.8,466.8,11368.0,1964.0,1235.6,975.6,1440.8000000000002,966.4,781.24,3035.6,7848.0,4150.0,4194.8,465.2,2682.8,237.2,779.92,1174.8,434.4,6417.6,540.0,31413.6,7764.799999999999,190.8,5782.0,915.6,1577.2,7621.2,1093.1999999999998,2019.2,461.2,2637.6,16319.2,2492.4,319.43999999999994,5917.2,4701.6,218.0,2923.6,179.6,88.0,851.6,41.04
"Analyze operations to evaluate performance of a company or its staff in meeting objectives or to determine areas of potential cost reduction, program improvement, or policy change.",analyze operations to evaluate performance of a company or its staff in meeting objectives or to determine areas of potential cost reduction program improvement or policy change,Analyze data to assess operational or project effectiveness.,Analyze data to improve operations.,Analyzing Data or Information,Chief Executives,chief executives,11-1011.00,Chief Executives,11-1011,11-1011.00,Chief Executives,Top Executives,Management Occupations,2026-05-31,0.8254202293537525,4.9373733279286585,False,0.5812692307692308,4.13,98.57,0.4812466108003561,0.987538747699378,E2,E2,213990.0,166420.0,166710.0,213990.0,119990.0,218600.0,213370.0,295120.0,199990.0,213990.0,213990.0,208180.0,281640.0,177210.0,331920.0,254180.0,211190.0,158100.0,179530.0,213990.0,138770.0,248660.0,213990.0,255560.0,195670.0,139250.0,172320.0,182340.0,214680.0,149770.0,168590.0,310440.0,123500.0,257980.0,314290.0,164560.0,176440.0,163790.0,341630.0,232560.0,235360.0,168840.0,280900.0,198830.0,257850.0,171880.0,175070.0,310740.0,339810.0,151950.0,208350.0,147940.0,213990.0,97510.0,104010.0,166363.0,1319.0,1042.0,3442.0,5780.0,56499.0,3055.0,2703.0,635.0,746.0,10554.0,6643.0,765.0,4754.0,7522.0,2963.0,4966.0,3191.0,3370.0,2056.0,2573.0,5178.0,10730.0,8060.0,10974.0,505.0,4152.0,1091.0,4087.0,2231.0,726.0,3957.0,163.0,13726.0,3142.0,619.0,7278.0,3891.0,1482.0,14410.0,460.0,2833.0,830.0,7653.0,14296.0,5113.0,586.0,7929.0,5161.0,2768.0,3126.0,98.0,70.0,4380.0,212.0
"Analyze or interpret logistics data involving customer service, forecasting, procurement, manufacturing, inventory, transportation, or warehousing.",analyze or interpret logistics data involving customer service forecasting procurement manufacturing inventory transportation or warehousing,Analyze logistics processes.,Analyze data to improve operations.,Analyzing Data or Information,Logistics Engineers,logistics engineers,13-1081.01,Logistics Engineers,13-1081,13-1081.01,Logisticians and Project Management Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.970985086740388,False,1.0123076923076924,4.24,91.3,0.7855674621935296,0.9980676091452207,E2,E2,82320.0,98450.0,87280.0,77620.0,78400.0,92890.0,96090.0,85450.0,96090.0,104770.0,76410.0,77570.0,100340.0,73920.0,80100.0,77670.0,78740.0,69520.0,68420.0,75230.0,77780.0,102700.0,100360.0,83200.0,82320.0,75160.0,78350.0,81270.0,65370.0,79600.0,81270.0,92280.0,98430.0,88240.0,80780.0,72800.0,83460.0,86600.0,83180.0,79340.0,76180.0,80330.0,80020.0,71280.0,75480.0,83300.0,83560.0,98920.0,107250.0,71590.0,73180.0,85550.0,65440.0,54380.0,68790.0,94678.0,5872.0,600.0,5431.0,2512.0,37269.0,5080.0,2489.0,588.0,1527.0,16994.0,14233.0,645.0,645.0,16032.0,3890.0,2806.0,2014.0,2930.0,1935.0,645.0,7739.0,5940.0,11620.0,3903.0,1765.0,3892.0,317.0,1697.0,1460.0,781.0,7105.0,962.0,7841.0,8893.0,351.0,10172.0,4333.0,3587.0,11292.0,622.0,5940.0,238.0,5646.0,23794.0,4254.0,294.0,11925.0,6415.0,668.0,5816.0,136.0,147.0,1256.0,45.0
Analyze or synthesize client data to draw conclusions or make recommendations for therapy.,analyze or synthesize client data to draw conclusions or make recommendations for therapy,Analyze patient data to determine patient needs or treatment goals.,Analyze health or medical data.,Analyzing Data or Information,Music Therapists,music therapists,29-1125.02,Music Therapists,29-1129,29-1129.02,Therapists,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0339213792885103,4.8648482362592285,False,0.8669230769230769,3.8,96.15,0.5101238412390309,0.7325163171697449,E2,E2,77930.0,68270.0,77930.0,63750.0,61920.0,81760.0,65080.0,47300.0,90120.0,127010.0,64600.0,59380.0,99560.0,77930.0,116200.0,61720.0,77930.0,76740.0,75060.0,64530.0,77930.0,49400.0,69050.0,57970.0,75360.0,44280.0,60990.0,77930.0,86900.0,38260.0,69040.0,100250.0,77930.0,77980.0,60400.0,77930.0,70700.0,60090.0,81860.0,62310.0,86400.0,90980.0,77930.0,56690.0,74750.0,61770.0,77930.0,70890.0,98550.0,67580.0,59420.0,77930.0,77930.0,77930.0,77930.0,11940.0,32.0,25.0,380.0,485.0,886.0,169.0,538.0,32.0,84.0,464.0,1023.0,42.0,65.0,1118.0,369.0,119.0,179.0,200.0,728.0,49.0,1382.0,179.0,338.0,527.0,148.0,359.0,39.0,42.0,118.0,105.0,7478.0,66.0,1171.0,559.0,33.0,570.0,130.0,179.0,749.0,95.0,74.0,35.0,222.0,1392.0,74.0,23.0,443.0,271.0,54.0,295.0,21.0,5.0,72.0,2.0
"Analyze organic or inorganic compounds to determine chemical or physical properties, composition, structure, relationships, or reactions, using chromatography, spectroscopy, or spectrophotometry techniques.",analyze organic or inorganic compounds to determine chemical or physical properties composition structure relationships or reactions using chromatography spectroscopy or spectrophotometry techniques,Analyze chemical compounds or substances.,Analyze biological or chemical substances or related data.,Analyzing Data or Information,Chemists,chemists,19-2031.00,Chemists,19-2031,19-2031.00,Chemists and Materials Scientists,Physical Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.95577295424437,True,1.0809226923076922,4.07,89.48,0.478005943292423,0.6,E2,E2,91240.0,97830.0,106010.0,81730.0,75570.0,97860.0,101980.0,98140.0,129860.0,149860.0,82740.0,92750.0,84150.0,78000.0,85230.0,78770.0,86100.0,82820.0,84090.0,103890.0,64440.0,140670.0,125000.0,97440.0,99280.0,80060.0,82800.0,61890.0,74890.0,81170.0,100050.0,84450.0,126960.0,90600.0,82620.0,97330.0,85270.0,74960.0,104590.0,77090.0,101660.0,79670.0,67440.0,87930.0,99640.0,80770.0,86120.0,96650.0,97420.0,85560.0,78730.0,102000.0,91240.0,76450.0,91240.0,82770.0,700.0,60.0,870.0,380.0,9820.0,1790.0,1170.0,1200.0,280.0,1490.0,1260.0,140.0,320.0,3040.0,2480.0,570.0,690.0,530.0,740.0,140.0,2480.0,3430.0,3490.0,1680.0,200.0,1640.0,300.0,350.0,280.0,300.0,5280.0,280.0,4230.0,4530.0,160.0,4010.0,630.0,730.0,6800.0,150.0,770.0,170.0,960.0,5130.0,910.0,80.0,1640.0,2280.0,180.0,1920.0,80.0,35.0,810.0,17.0
"Analyze organizational, occupational, and industrial data to facilitate organizational functions and provide technical information to business, industry, and government.",analyze organizational occupational and industrial data to facilitate organizational functions and provide technical information to business industry and government,Evaluate effectiveness of personnel policies or practices.,"Evaluate programs, practices, or processes.","Judging the Qualities of Objects, Services, or People","Compensation, Benefits, and Job Analysis Specialists",compensation benefits and job analysis specialists,13-1141.00,"Compensation, Benefits, and Job Analysis Specialists",13-1141,13-1141.00,"Compensation, Benefits, and Job Analysis Specialists",Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0226142528590069,4.9456199529796585,False,0.0206730769230769,3.25,38.1,0.0098076204064983,1.819981798684631,E1,E2,78210.0,57710.0,79160.0,74930.0,61280.0,91410.0,92560.0,83100.0,99560.0,86710.0,65020.0,66690.0,64090.0,63680.0,79300.0,68300.0,67160.0,67990.0,64690.0,62700.0,77400.0,79700.0,95890.0,79480.0,78770.0,51670.0,74260.0,75290.0,67410.0,78210.0,80810.0,85040.0,83540.0,83200.0,67970.0,70480.0,75780.0,64260.0,83320.0,70640.0,80330.0,63450.0,64630.0,69990.0,74800.0,52090.0,76030.0,81190.0,86630.0,48080.0,72130.0,69090.0,78210.0,42110.0,78210.0,112380.0,1000.0,180.0,2230.0,490.0,13430.0,1980.0,1140.0,290.0,650.0,6610.0,4780.0,260.0,500.0,4410.0,1820.0,1070.0,640.0,670.0,1050.0,180.0,1650.0,3390.0,2480.0,2118.0,370.0,1670.0,190.0,460.0,1114.0,380.0,3150.0,340.0,11470.0,3930.0,100.0,2950.0,1200.0,1330.0,4910.0,300.0,1160.0,630.0,2150.0,10102.0,1246.0,170.0,3500.0,3350.0,580.0,1840.0,202.0,48.0,290.0,23.0
"Analyze organizational, occupational, and industrial data to facilitate organizational functions and provide technical information to business, industry, and government.",analyze organizational occupational and industrial data to facilitate organizational functions and provide technical information to business industry and government,Inform individuals or organizations of status or findings.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,"Compensation, Benefits, and Job Analysis Specialists",compensation benefits and job analysis specialists,13-1141.00,"Compensation, Benefits, and Job Analysis Specialists",13-1141,13-1141.00,"Compensation, Benefits, and Job Analysis Specialists",Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0226142528590069,4.9456199529796585,False,0.0206730769230769,3.25,38.1,0.0098076204064983,1.819981798684631,E1,E2,78210.0,57710.0,79160.0,74930.0,61280.0,91410.0,92560.0,83100.0,99560.0,86710.0,65020.0,66690.0,64090.0,63680.0,79300.0,68300.0,67160.0,67990.0,64690.0,62700.0,77400.0,79700.0,95890.0,79480.0,78770.0,51670.0,74260.0,75290.0,67410.0,78210.0,80810.0,85040.0,83540.0,83200.0,67970.0,70480.0,75780.0,64260.0,83320.0,70640.0,80330.0,63450.0,64630.0,69990.0,74800.0,52090.0,76030.0,81190.0,86630.0,48080.0,72130.0,69090.0,78210.0,42110.0,78210.0,112380.0,1000.0,180.0,2230.0,490.0,13430.0,1980.0,1140.0,290.0,650.0,6610.0,4780.0,260.0,500.0,4410.0,1820.0,1070.0,640.0,670.0,1050.0,180.0,1650.0,3390.0,2480.0,2118.0,370.0,1670.0,190.0,460.0,1114.0,380.0,3150.0,340.0,11470.0,3930.0,100.0,2950.0,1200.0,1330.0,4910.0,300.0,1160.0,630.0,2150.0,10102.0,1246.0,170.0,3500.0,3350.0,580.0,1840.0,202.0,48.0,290.0,23.0
"Analyze patient's medical history, medication allergies, physical condition, and examination results to verify operation's necessity and to determine best procedure.",analyze patients medical history medication allergies physical condition and examination results to verify operations necessity and to determine best procedure,Analyze patient data to determine patient needs or treatment goals.,Analyze health or medical data.,Analyzing Data or Information,Surgeons,surgeons,29-1067.00,"Orthopedic Surgeons, Except Pediatric",29-1242,29-1242.00,Surgeons,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0015264620679829,4.965409123090928,False,1.4064191501240697,4.413548387096774,95.85129032258064,0.5536634782786385,0.3875283115804566,E2,E2,458790.0,391680.0,458790.0,508880.0,360630.0,356110.0,422100.0,458790.0,458790.0,458790.0,466270.0,466805.0,458790.0,458790.0,442685.0,318250.0,324100.0,385210.0,458790.0,458790.0,458790.0,458790.0,425545.0,436120.0,498310.0,501460.0,650795.0,509805.0,483280.0,458790.0,507230.0,315180.0,458790.0,396200.0,391210.0,458790.0,405820.0,494430.0,458790.0,406405.0,458790.0,458790.0,458790.0,392155.0,329785.0,458790.0,458790.0,468750.0,506050.0,528265.0,515425.0,458790.0,458790.0,458790.0,458790.0,7645.0,241.5,23.0,134.0,207.0,890.0,275.0,83.0,24.0,34.0,532.5,364.5,40.5,42.0,234.0,328.0,168.0,70.0,98.0,94.0,90.5,135.0,178.0,207.5,232.0,57.0,143.0,25.0,125.0,76.0,56.5,314.5,43.0,770.0,400.5,30.5,385.5,56.5,118.0,268.0,24.0,106.5,22.0,170.0,395.0,82.5,32.5,185.5,231.5,77.0,217.0,14.0,3.0,46.0,2.0
"Analyze patient's medical history, medication allergies, physical condition, and examination results to verify operation's necessity and to determine best procedure.",analyze patients medical history medication allergies physical condition and examination results to verify operations necessity and to determine best procedure,Analyze patient data to determine patient needs or treatment goals.,Analyze health or medical data.,Analyzing Data or Information,Surgeons,surgeons,29-1067.00,Pediatric Surgeons,29-1243,29-1243.00,Surgeons,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0015264620679829,4.965409123090928,False,1.4064191501240697,4.413548387096774,95.85129032258064,0.6083361673190906,0.3875283115804566,E2,E2,458790.0,391680.0,458790.0,508880.0,360630.0,356110.0,422100.0,458790.0,458790.0,458790.0,466270.0,466805.0,458790.0,458790.0,442685.0,318250.0,324100.0,385210.0,458790.0,458790.0,458790.0,458790.0,425545.0,436120.0,498310.0,501460.0,650795.0,509805.0,483280.0,458790.0,507230.0,315180.0,458790.0,396200.0,391210.0,458790.0,405820.0,494430.0,458790.0,406405.0,458790.0,458790.0,458790.0,392155.0,329785.0,458790.0,458790.0,468750.0,506050.0,528265.0,515425.0,458790.0,458790.0,458790.0,458790.0,7645.0,241.5,23.0,134.0,207.0,890.0,275.0,83.0,24.0,34.0,532.5,364.5,40.5,42.0,234.0,328.0,168.0,70.0,98.0,94.0,90.5,135.0,178.0,207.5,232.0,57.0,143.0,25.0,125.0,76.0,56.5,314.5,43.0,770.0,400.5,30.5,385.5,56.5,118.0,268.0,24.0,106.5,22.0,170.0,395.0,82.5,32.5,185.5,231.5,77.0,217.0,14.0,3.0,46.0,2.0
Analyze patrons' hair and other physical features to determine and recommend beauty treatment or suggest hair styles.,analyze patrons hair and other physical features to determine and recommend beauty treatment or suggest hair styles,Assess skin or hair conditions.,Evaluate patient or client condition or treatment options.,"Judging the Qualities of Objects, Services, or People","Hairdressers, Hairstylists, and Cosmetologists",hairdressers hairstylists and cosmetologists,39-5012.00,"Hairdressers, Hairstylists, and Cosmetologists",39-5012,39-5012.00,"Barbers, Hairdressers, Hairstylists and Cosmetologists",Personal Appearance Workers,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.8334,True,3.803373846153846,4.39,100.0,0.3219390689068907,0.1,E0,E0,35790.0,29150.0,32150.0,36810.0,28830.0,38660.0,37690.0,44620.0,34350.0,54570.0,29530.0,34560.0,35040.0,35480.0,34040.0,32830.0,35700.0,29710.0,29840.0,26030.0,44000.0,36420.0,37290.0,34820.0,39170.0,27560.0,30750.0,38000.0,34320.0,33840.0,34650.0,36150.0,37750.0,35760.0,38410.0,34850.0,36260.0,29650.0,57580.0,36790.0,31200.0,33700.0,49800.0,31310.0,30680.0,35140.0,48650.0,35790.0,59510.0,34480.0,36230.0,29170.0,29500.0,22090.0,35790.0,305710.0,3300.0,330.0,7840.0,1410.0,27080.0,6820.0,4090.0,1270.0,870.0,23530.0,7910.0,930.0,2250.0,13190.0,5920.0,2930.0,2190.0,2350.0,2720.0,970.0,5860.0,9600.0,8970.0,5320.0,1040.0,5430.0,690.0,1890.0,1940.0,1950.0,15500.0,1230.0,20740.0,8490.0,870.0,12890.0,1920.0,1860.0,19350.0,1470.0,3570.0,690.0,6080.0,22440.0,2810.0,440.0,10200.0,6930.0,1020.0,6260.0,360.0,170.0,960.0,63.0
"Analyze performance data to determine effectiveness of instructional systems, courses, or instructional materials.",analyze performance data to determine effectiveness of instructional systems courses or instructional materials,Evaluate effectiveness of educational programs.,"Evaluate programs, practices, or processes.","Judging the Qualities of Objects, Services, or People",Instructional Coordinators,instructional coordinators,25-9031.00,Instructional Coordinators,25-9031,25-9031.00,Instructional Coordinators,Other Educational Instruction and Library Occupations,Educational Instruction and Library Occupations,2026-05-31,0.0030529241359659,4.904515474378488,False,0.4572324556213017,3.8461538461538463,80.13153846153847,0.2333333333333333,1.9903218272022067,E2,E2,77440.0,69000.0,72320.0,62620.0,67100.0,97010.0,82160.0,96170.0,79290.0,105990.0,60790.0,81060.0,96080.0,63030.0,76050.0,66300.0,74970.0,64750.0,63640.0,63120.0,76700.0,102220.0,95320.0,79290.0,80550.0,61830.0,72080.0,60920.0,79150.0,67410.0,81210.0,96090.0,80870.0,80560.0,63340.0,75340.0,77760.0,63980.0,84620.0,75580.0,63110.0,65460.0,57910.0,74390.0,78710.0,65780.0,78360.0,83230.0,97250.0,69600.0,83000.0,76140.0,61750.0,35250.0,75040.0,227760.0,2040.0,550.0,6560.0,1300.0,20950.0,3400.0,1780.0,980.0,1220.0,18030.0,7830.000000000001,1130.0,1490.0,10330.0,2640.0,2760.0,1950.0,3380.0,2140.0,480.0,4350.0,6170.0,5680.0,3130.0,1840.0,3110.0,740.0,1370.0,1130.0,510.0,3770.0,510.0,18730.0,8260.0,650.0,3510.0,2540.0,2940.0,7540.0,1240.0,4370.0,500.0,4120.0,31970.0,3680.0,730.0,5830.0,4720.0,730.0,2130.0,290.0,110.0,1010.0,40.0
Analyze prescribing trends to monitor patient compliance and to prevent excessive usage or harmful interactions.,analyze prescribing trends to monitor patient compliance and to prevent excessive usage or harmful interactions,Analyze data to identify trends or relationships among variables.,Analyze scientific or applied data using mathematical principles.,Analyzing Data or Information,Pharmacists,pharmacists,29-1051.00,Pharmacists,29-1051,29-1051.00,Pharmacists,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.943994399439944,False,5.187512307692308,4.43,92.49,0.4168153854035848,0.1,E0,E2,140910.0,134630.0,167310.0,146930.0,136060.0,164610.0,156030.0,141290.0,152880.0,153400.0,135970.0,137120.0,163220.0,144900.0,139080.0,144290.0,138860.0,137800.0,136530.0,132410.0,140930.0,138990.0,138170.0,137860.0,159740.0,133230.0,137610.0,142080.0,139330.0,140030.0,143020.0,137620.0,147000.0,142090.0,138860.0,142040.0,137020.0,135140.0,165960.0,138160.0,128180.0,135700.0,146790.0,133390.0,138260.0,144240.0,136270.0,144060.0,160610.0,133430.0,148740.0,139550.0,129090.0,111270.0,134970.0,321970.0,5400.0,560.0,6900.0,2900.0,34030.0,4560.0,3490.0,790.0,850.0,21540.0,10530.0,1190.0,1790.0,12070.0,6430.0,3230.0,3500.0,5030.0,5610.0,1380.0,5400.0,7230.0,8780.0,6310.0,3050.0,6740.0,1190.0,2450.0,2500.0,1130.0,9420.0,1730.0,19760.0,11430.0,1070.0,12790.0,3610.0,3250.0,14090.0,1510.0,5320.0,1280.0,8250.0,24700.0,2830.0,530.0,7980.0,7350.0,2260.0,5730.0,510.0,70.0,2220.0,50.0
Analyze prescribing trends to monitor patient compliance and to prevent excessive usage or harmful interactions.,analyze prescribing trends to monitor patient compliance and to prevent excessive usage or harmful interactions,Analyze health-related data.,Analyze health or medical data.,Analyzing Data or Information,Pharmacists,pharmacists,29-1051.00,Pharmacists,29-1051,29-1051.00,Pharmacists,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.943994399439944,False,5.187512307692308,4.43,92.49,0.4168153854035848,0.1,E0,E2,140910.0,134630.0,167310.0,146930.0,136060.0,164610.0,156030.0,141290.0,152880.0,153400.0,135970.0,137120.0,163220.0,144900.0,139080.0,144290.0,138860.0,137800.0,136530.0,132410.0,140930.0,138990.0,138170.0,137860.0,159740.0,133230.0,137610.0,142080.0,139330.0,140030.0,143020.0,137620.0,147000.0,142090.0,138860.0,142040.0,137020.0,135140.0,165960.0,138160.0,128180.0,135700.0,146790.0,133390.0,138260.0,144240.0,136270.0,144060.0,160610.0,133430.0,148740.0,139550.0,129090.0,111270.0,134970.0,321970.0,5400.0,560.0,6900.0,2900.0,34030.0,4560.0,3490.0,790.0,850.0,21540.0,10530.0,1190.0,1790.0,12070.0,6430.0,3230.0,3500.0,5030.0,5610.0,1380.0,5400.0,7230.0,8780.0,6310.0,3050.0,6740.0,1190.0,2450.0,2500.0,1130.0,9420.0,1730.0,19760.0,11430.0,1070.0,12790.0,3610.0,3250.0,14090.0,1510.0,5320.0,1280.0,8250.0,24700.0,2830.0,530.0,7980.0,7350.0,2260.0,5730.0,510.0,70.0,2220.0,50.0
"Analyze price proposals, financial reports, and other data and information to determine reasonable prices.",analyze price proposals financial reports and other data and information to determine reasonable prices,Analyze business or financial data.,Analyze business or financial data.,Analyzing Data or Information,"Purchasing Agents, Except Wholesale, Retail, and Farm Products",purchasing agents except wholesale retail and farm products,13-1023.00,"Purchasing Agents, Except Wholesale, Retail, and Farm Products",13-1023,13-1023.00,Buyers and Purchasing Agents,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.526552655265527,False,1.4140153846153845,4.2,100.0,0.9731653143054232,0.8239655637831123,E2,E2,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,163810.0,2212.0,341.0,3390.0,1364.0,19060.0,3008.0,1775.0,507.0,735.0,10391.0,5116.0,657.0,897.0,6382.0,3350.0,1632.0,1504.0,2093.0,2025.0,670.0,2891.0,3807.0,4608.0,3087.0,1217.0,3073.0,535.0,1072.0,1624.0,715.0,4485.0,911.0,10138.0,5172.0,449.0,5808.0,1787.0,2059.0,6347.0,525.0,2412.0,479.0,3431.0,14725.0,1816.0,318.0,4300.0,3716.0,734.0,3078.0,294.0,70.0,982.0,34.0
Analyze problems and take appropriate action to ensure continuous and reliable operation of equipment and systems.,analyze problems and take appropriate action to ensure continuous and reliable operation of equipment and systems,Troubleshoot equipment or systems operation problems.,Diagnose system or equipment problems.,Making Decisions and Solving Problems,Stationary Engineers and Boiler Operators,stationary engineers and boiler operators,51-8021.00,Stationary Engineers and Boiler Operators,51-8021,51-8021.00,Stationary Engineers and Boiler Operators,Plant and System Operators,Production Occupations,2026-05-31,0.5088206893276557,4.656205709657826,True,1.8934707692307693,4.32,100.0,0.3253101401698716,0.2,E2,E0,78620.0,53470.0,88330.0,75410.0,58000.0,90650.0,81310.0,94870.0,77630.0,90470.0,65040.0,70640.0,103400.0,64460.0,115780.0,67560.0,67450.0,64490.0,66770.0,47750.0,62910.0,85240.0,80800.0,82800.0,75850.0,53640.0,72620.0,77690.0,64930.0,79110.0,66180.0,76560.0,74480.0,94070.0,60860.0,66760.0,75470.0,68450.0,67630.0,72900.0,63330.0,72650.0,68090.0,72470.0,63810.0,76490.0,68400.0,64150.0,91530.0,53340.0,61170.0,111920.0,78620.0,51320.0,78620.0,28250.0,220.0,90.0,80.0,200.0,5840.0,560.0,270.0,40.0,620.0,170.0,240.0,70.0,120.0,1680.0,290.0,190.0,120.0,90.0,290.0,290.0,850.0,530.0,490.0,1440.0,200.0,380.0,110.0,290.0,60.0,60.0,1400.0,100.0,4480.0,220.0,140.0,760.0,180.0,330.0,1730.0,60.0,170.0,90.0,370.0,890.0,110.0,70.0,350.0,520.0,40.0,270.0,100.0,12.0,70.0,6.0
Analyze problems to develop solutions involving computer hardware and software.,analyze problems to develop solutions involving computer hardware and software,Analyze data to identify or resolve operational problems.,Analyze data to improve operations.,Analyzing Data or Information,Computer and Information Research Scientists,computer and information research scientists,15-1111.00,Computer and Information Research Scientists,15-1221,15-1221.00,Computer and Information Research Scientists,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.124378390724538,4.694497535459209,False,2.5349276923076927,4.24,96.77,1.4902341469714582,0.7,E1,E1,140300.0,117870.0,140300.0,129760.0,140300.0,159100.0,133160.0,131650.0,140300.0,144190.0,119810.0,92250.0,134350.0,140300.0,136540.0,85460.0,140300.0,140300.0,140300.0,115210.0,140300.0,145310.0,170510.0,82590.0,135850.0,109050.0,127820.0,140300.0,140300.0,134310.0,136160.0,140840.0,165690.0,181990.0,128370.0,140300.0,135510.0,93100.0,206220.0,130300.0,121470.0,126980.0,140300.0,108830.0,121210.0,94700.0,140300.0,157390.0,202400.0,140300.0,140300.0,140300.0,140300.0,140300.0,140300.0,37200.0,570.0,77.0,360.0,310.0,8440.0,400.0,403.0,115.0,330.0,1070.0,810.0,70.0,70.0,630.0,720.0,371.0,342.0,475.0,140.0,152.0,2870.0,1760.0,530.0,30.0,300.0,230.0,122.0,243.0,80.0,90.0,1580.0,490.0,1950.0,600.0,102.0,280.0,590.0,730.0,330.0,500.0,430.0,109.0,779.0,1960.0,1250.0,72.0,3590.0,2050.0,167.0,699.0,67.0,16.0,223.0,8.0
Analyze quality control test results and provide feedback and interpretation to production management or staff.,analyze quality control test results and provide feedback and interpretation to production management or staff,Analyze data to inform operational decisions or activities.,Analyze data to improve operations.,Analyzing Data or Information,Quality Control Systems Managers,quality control systems managers,11-3051.01,Quality Control Systems Managers,11-3051,11-3051.01,Industrial Production Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0452285057180138,4.964928810720268,False,1.784203076923077,4.23,90.71,0.6607750868670279,0.5,E2,E2,126060.0,122520.0,113280.0,124810.0,118120.0,132620.0,141020.0,134780.0,153000.0,124420.0,119870.0,127820.0,124650.0,107340.0,127270.0,121500.0,106510.0,125750.0,112250.0,133210.0,124810.0,132540.0,148050.0,120660.0,123580.0,118660.0,117660.0,120690.0,107200.0,112270.0,146590.0,147260.0,124670.0,130470.0,125940.0,116050.0,109340.0,120570.0,119420.0,109140.0,124120.0,126880.0,107490.0,119430.0,130890.0,115290.0,114150.0,128230.0,145210.0,111760.0,126060.0,151490.0,100470.0,129740.0,126060.0,72122.0,3181.0,360.0,3189.0,2249.0,22080.0,1520.0,2952.0,325.0,44.0,8330.0,4841.0,114.0,1063.0,10166.0,8259.0,3181.0,2126.0,5650.0,2355.0,703.0,2179.0,3928.0,12582.0,4463.0,2012.0,3611.0,237.0,1898.0,1423.0,1353.0,5957.0,589.0,5825.0,8470.0,431.0,12556.0,1880.0,2768.0,8962.0,826.0,5615.0,633.0,5544.0,18627.0,2276.0,422.0,2258.0,4182.0,879.0,1355.0,343.0,35.0,923.0,15.0
Analyze quality control test results and provide feedback and interpretation to production management or staff.,analyze quality control test results and provide feedback and interpretation to production management or staff,Confer with organizational members to accomplish work activities.,Communicate with others about operational plans or activities.,"Communicating with Supervisors, Peers, or Subordinates",Quality Control Systems Managers,quality control systems managers,11-3051.01,Quality Control Systems Managers,11-3051,11-3051.01,Industrial Production Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0452285057180138,4.964928810720268,False,1.784203076923077,4.23,90.71,0.6607750868670279,0.5,E2,E2,126060.0,122520.0,113280.0,124810.0,118120.0,132620.0,141020.0,134780.0,153000.0,124420.0,119870.0,127820.0,124650.0,107340.0,127270.0,121500.0,106510.0,125750.0,112250.0,133210.0,124810.0,132540.0,148050.0,120660.0,123580.0,118660.0,117660.0,120690.0,107200.0,112270.0,146590.0,147260.0,124670.0,130470.0,125940.0,116050.0,109340.0,120570.0,119420.0,109140.0,124120.0,126880.0,107490.0,119430.0,130890.0,115290.0,114150.0,128230.0,145210.0,111760.0,126060.0,151490.0,100470.0,129740.0,126060.0,72122.0,3181.0,360.0,3189.0,2249.0,22080.0,1520.0,2952.0,325.0,44.0,8330.0,4841.0,114.0,1063.0,10166.0,8259.0,3181.0,2126.0,5650.0,2355.0,703.0,2179.0,3928.0,12582.0,4463.0,2012.0,3611.0,237.0,1898.0,1423.0,1353.0,5957.0,589.0,5825.0,8470.0,431.0,12556.0,1880.0,2768.0,8962.0,826.0,5615.0,633.0,5544.0,18627.0,2276.0,422.0,2258.0,4182.0,879.0,1355.0,343.0,35.0,923.0,15.0
"Analyze records, examination information, or test results to diagnose medical conditions.",analyze records examination information or test results to diagnose medical conditions,Analyze test data or images to inform diagnosis or treatment.,Analyze health or medical data.,Analyzing Data or Information,"Physicians and Surgeons, All Other",physicians and surgeons all other,29-1069.00,Emergency Medicine Physicians,29-1214,29-1214.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.87968796879688,False,7.4334,4.9,100.0,0.5460680797015257,0.1432432432432432,E2,E2,409608.4615384616,460318.4023668639,432768.5207100592,409608.4615384616,409608.4615384616,306224.5562130178,409608.4615384616,451247.6923076923,409608.4615384616,360388.5207100592,301876.1538461539,399499.2307692308,409608.4615384616,308281.5976331361,459566.0946745562,458673.8461538461,361674.6153846154,409608.4615384616,348831.53846153844,409608.4615384616,409608.4615384616,398824.6153846154,380866.21301775146,418346.1538461539,399556.21301775146,325259.2899408284,544798.4615384615,409608.4615384616,498535.3846153846,409608.4615384616,409608.4615384616,302047.6923076923,407196.9822485207,389543.8461538461,371776.9822485207,400606.21301775146,435993.8461538461,376725.4437869822,409608.4615384616,487844.5562130178,458674.6153846154,373182.3668639053,401133.9053254438,502133.7869822485,359900.76923076925,264633.90532544383,421030.0591715976,433535.325443787,508005.3846153846,453558.5207100592,514364.5562130178,409608.4615384616,409608.4615384616,409608.4615384616,409608.4615384616,25684.615384615383,108.46153846153848,126.76923076923076,489.5384615384616,131.07692307692307,2670.7692307692305,512.3076923076924,400.7692307692308,84.61538461538461,117.6923076923077,1533.8461538461538,962.6153846153846,82.3076923076923,269.6923076923077,813.8461538461538,694.6153846153846,202.30769230769232,236.0,485.2307692307692,399.38461538461536,220.00000000000003,505.2307692307692,714.6153846153846,646.9230769230769,726.9230769230769,265.38461538461536,328.76923076923083,114.15384615384616,288.46153846153845,255.00000000000003,254.6153846153846,593.6923076923077,224.6153846153846,3186.1538461538457,520.7692307692307,99.23076923076924,980.7692307692308,161.53846153846155,548.4615384615385,602.3076923076924,183.84615384615384,140.0,126.15384615384616,548.1538461538462,1366.1538461538462,204.61538461538464,102.3076923076923,869.2307692307693,406.2307692307692,214.6153846153846,770.7692307692307,38.61538461538461,11.0,110.6153846153846,5.0
"Analyze records, reports, test results, or examination information to diagnose medical condition of patient.",analyze records reports test results or examination information to diagnose medical condition of patient,Analyze test data or images to inform diagnosis or treatment.,Analyze health or medical data.,Analyzing Data or Information,"Internists, General",internists general,29-1063.00,General Internal Medicine Physicians,29-1216,29-1216.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0015264620679829,4.920699999999999,False,5.32272,4.53,100.0,0.4496150384961506,0.1,E2,E2,256560.0,311180.0,366080.0,259320.0,233130.0,313890.0,299990.0,208000.0,256560.0,223250.0,222600.0,425460.0,256560.0,355390.0,140680.0,314390.0,122920.0,256560.0,241530.0,210390.0,316880.0,260410.0,285250.0,149990.0,373700.0,325610.0,216570.0,256560.0,221360.0,114090.0,229210.0,89990.0,256560.0,183460.0,289780.0,338400.0,249990.0,216570.0,268570.0,213310.0,379490.0,359500.0,280520.0,232220.0,269110.0,331720.0,228670.0,256560.0,340010.0,72680.0,367160.0,256560.0,324920.0,133120.0,256560.0,67150.0,310.0,110.0,2570.0,290.0,6370.0,450.0,980.0,208.0,490.0,2390.0,5440.0,220.0,130.0,1130.0,2380.0,380.0,617.0,1060.0,830.0,270.0,3250.0,1590.0,2060.0,2270.0,390.0,160.0,219.0,900.0,390.0,450.0,2920.0,374.0,10000.0,1700.0,200.0,1540.0,490.0,230.0,990.0,300.0,1260.0,160.0,1370.0,3850.0,210.0,180.0,860.0,1100.0,630.0,1450.0,120.0,40.0,40.0,14.0
"Analyze records, reports, test results, or examination information to diagnose medical condition of patient.",analyze records reports test results or examination information to diagnose medical condition of patient,Analyze test data or images to inform diagnosis or treatment.,Analyze health or medical data.,Analyzing Data or Information,Obstetricians and Gynecologists,obstetricians and gynecologists,29-1064.00,Obstetricians and Gynecologists,29-1218,29-1218.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0015264620679829,4.920699999999999,False,6.46294,4.86,100.0,1.1136053061360531,0.2,E2,E2,292910.0,210380.0,421450.0,369720.0,292910.0,301240.0,292910.0,200580.0,324080.0,292910.0,292910.0,354000.0,338130.0,223560.0,208000.0,351990.0,356020.0,220770.0,317110.0,404550.0,379930.0,306310.0,272240.0,209650.0,321910.0,292910.0,292910.0,292910.0,342570.0,292910.0,348140.0,228870.0,259990.0,348800.0,134540.0,414060.0,181520.0,370260.0,395340.0,292910.0,166390.0,302340.0,297610.0,354580.0,271960.0,437170.0,418760.0,282410.0,343140.0,300810.0,304990.0,292910.0,292910.0,131890.0,292910.0,21260.0,120.0,50.0,130.0,160.0,1610.0,410.0,330.0,190.0,70.0,1620.0,350.0,140.0,110.0,1290.0,430.0,180.0,195.0,240.0,80.0,100.0,160.0,620.0,880.0,750.0,158.0,399.0,69.0,180.0,211.0,140.0,740.0,110.0,2750.0,590.0,70.0,970.0,60.0,270.0,260.0,140.0,350.0,80.0,360.0,1460.0,200.0,90.0,558.0,270.0,100.0,450.0,38.0,9.0,70.0,4.0
"Analyze research data to determine its significance, using computers.",analyze research data to determine its significance using computers,Analyze operational or research data.,Analyze data to improve operations.,Analyzing Data or Information,Astronomers,astronomers,19-2011.00,Astronomers,19-2011,19-2011.00,Astronomers and Physicists,Physical Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.1356855171540415,4.849621020717535,False,1.2014584615384616,4.7,100.0,0.4023639676510375,0.4672057088687967,E2,E2,128820.0,128820.0,128820.0,129020.0,128820.0,123540.0,128820.0,128820.0,128820.0,128820.0,128820.0,128820.0,102000.0,128820.0,128820.0,128820.0,128820.0,128820.0,128820.0,128820.0,128820.0,132620.0,128820.0,128820.0,128820.0,128820.0,128820.0,128820.0,128820.0,128820.0,128820.0,128820.0,128820.0,128820.0,128820.0,128820.0,128820.0,128820.0,128820.0,128820.0,128820.0,128820.0,128820.0,128820.0,128820.0,128820.0,128820.0,128930.0,128820.0,128820.0,128820.0,128820.0,128820.0,128820.0,128820.0,2120.0,29.0,4.0,100.0,18.0,110.0,39.0,23.0,7.0,10.0,134.0,66.0,100.0,12.0,83.0,43.0,21.0,19.0,27.0,26.0,9.0,980.0,49.0,60.0,40.0,16.0,40.0,7.0,14.0,21.0,9.0,58.0,12.0,131.0,67.0,6.0,75.0,23.0,27.0,82.0,7.0,31.0,6.0,44.0,191.0,24.0,4.0,56.0,48.0,10.0,40.0,4.0,1.0,13.0,0.0
Analyze statistical data and product specifications to determine standards and establish quality and reliability objectives of finished product.,analyze statistical data and product specifications to determine standards and establish quality and reliability objectives of finished product,Analyze project data to determine specifications or requirements.,"Evaluate designs, specifications, or other technical data.",Analyzing Data or Information,Industrial Engineers,industrial engineers,17-2112.00,Industrial Engineers,17-2112,17-2112.00,"Industrial Engineers, Including Health and Safety",Engineers,Architecture and Engineering Occupations,2026-05-31,0.0452285057180138,4.992300769923008,False,0.7920353846153846,3.8,83.98,0.3853863943233073,0.7,E2,E2,102440.0,99880.0,156510.0,108280.0,98410.0,124600.0,109750.0,104160.0,120190.0,103300.0,101610.0,100100.0,123800.0,100840.0,100540.0,97480.0,97690.0,99830.0,96820.0,122920.0,101030.0,119930.0,109420.0,101680.0,102660.0,95830.0,99290.0,104430.0,98170.0,102090.0,101310.0,103840.0,128090.0,102640.0,99310.0,96940.0,100060.0,97510.0,128290.0,99560.0,109350.0,101060.0,93200.0,99080.0,104560.0,103940.0,103010.0,102550.0,129050.0,108360.0,96980.0,122070.0,102440.0,81820.0,102440.0,61874.0,5177.0,149.0,5089.0,1157.0,22115.0,3519.0,4074.0,555.0,108.0,9508.0,6050.0,34.0,900.0,12614.0,7904.0,2436.0,2335.0,4108.0,1157.0,697.0,2639.0,7762.0,20971.0,11896.0,1658.0,3431.0,264.0,785.0,1062.0,1313.0,4649.0,771.0,7992.0,7836.0,406.0,15889.0,1468.0,3932.0,8919.0,670.0,5387.0,562.0,5035.0,20964.0,3735.0,298.0,3776.0,4148.0,575.0,8844.0,162.0,26.0,1861.0,13.0
"Analyze statistical data and reports to identify and determine causes of personnel problems, and develop recommendations for improvement of organization's personnel policies and practices.",analyze statistical data and reports to identify and determine causes of personnel problems and develop recommendations for improvement of organizations personnel policies and practices,Analyze data to inform personnel decisions.,Analyze data to improve operations.,Analyzing Data or Information,Compensation and Benefits Managers,compensation and benefits managers,11-3111.00,Compensation and Benefits Managers,11-3111,11-3111.00,Compensation and Benefits Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0056535632147517,4.957369796903278,False,0.1393023076923076,3.25,42.86,0.1613897127725546,2.046250124854656,E1,E2,149230.0,118470.0,122490.0,129890.0,100810.0,166730.0,165770.0,197970.0,166070.0,160990.0,127960.0,163060.0,110120.0,90020.0,151730.0,118180.0,118250.0,114070.0,114290.0,99840.0,129690.0,139860.0,184070.0,151620.0,163390.0,89250.0,106490.0,149230.0,121630.0,115180.0,136950.0,168370.0,124390.0,175620.0,135240.0,149230.0,141920.0,107760.0,161470.0,139040.0,149340.0,99630.0,149230.0,132780.0,136930.0,132620.0,149230.0,153660.0,199190.0,149230.0,127920.0,149230.0,149230.0,97500.0,149230.0,22940.0,90.0,30.0,510.0,140.0,2970.0,280.0,480.0,50.0,130.0,1670.0,1010.0,60.0,100.0,780.0,170.0,120.0,70.0,110.0,220.0,50.0,430.0,670.0,580.0,360.0,70.0,250.0,75.0,140.0,180.0,100.0,950.0,40.0,2260.0,880.0,63.0,460.0,180.0,240.0,770.0,50.0,330.0,67.0,670.0,2230.0,200.0,45.0,602.0,460.0,103.0,431.0,41.0,10.0,30.0,5.0
Analyze statistical data and reports to identify and determine causes of personnel problems and develop recommendations for improvement of organization's personnel policies and practices.,analyze statistical data and reports to identify and determine causes of personnel problems and develop recommendations for improvement of organizations personnel policies and practices,Analyze data to inform personnel decisions.,Analyze data to improve operations.,Analyzing Data or Information,Human Resources Managers,human resources managers,11-3121.00,Human Resources Managers,11-3121,11-3121.00,Human Resources Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0056535632147517,4.957369796903278,False,0.3062876923076922,4.0,100.0,0.3931807810932221,1.614770146401799,E2,E2,149280.0,113210.0,129570.0,139820.0,108580.0,170080.0,166400.0,165930.0,153890.0,184350.0,137790.0,150700.0,128910.0,119990.0,151370.0,130340.0,126370.0,134470.0,121460.0,107880.0,129720.0,152770.0,181780.0,138930.0,153770.0,106100.0,130680.0,115280.0,129460.0,128550.0,135000.0,172440.0,118070.0,176650.0,142990.0,139050.0,130480.0,116080.0,140570.0,133060.0,167110.0,124290.0,117930.0,131760.0,136500.0,131380.0,132050.0,165980.0,165530.0,120020.0,133490.0,127520.0,77180.0,78370.0,77490.0,220660.0,2160.0,610.0,3950.0,1290.0,27450.0,3620.0,3020.0,580.0,2250.0,11570.0,7270.0,710.0,1040.0,13520.0,3030.0,1620.0,1290.0,1960.0,1390.0,700.0,3820.0,7540.0,5890.0,4370.0,720.0,3510.0,530.0,1660.0,1520.0,1150.0,6400.0,820.0,17920.0,6480.0,290.0,8040.0,1750.0,2810.0,8230.0,530.0,2400.0,420.0,4310.0,23220.0,2240.0,360.0,5770.0,4560.0,510.0,3730.0,140.0,80.0,860.0,70.0
"Analyze survey reports, maps, drawings, blueprints, aerial photography, or other topographical or geologic data.",analyze survey reports maps drawings blueprints aerial photography or other topographical or geologic data,Evaluate technical data to determine effect on designs or plans.,"Evaluate designs, specifications, or other technical data.",Analyzing Data or Information,Civil Engineers,civil engineers,17-2051.00,Civil Engineers,17-2051,17-2051.00,Civil Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.946000000000001,False,1.0776461538461537,3.68,90.48,0.4021816226953594,0.5,E1,E2,100840.0,99010.0,114730.0,89660.0,85020.0,122500.0,101420.0,103150.0,100220.0,103880.0,98570.0,84240.0,94280.0,98030.0,99760.0,98270.0,96430.0,96880.0,100930.0,105380.0,97820.0,100680.0,106730.0,92100.0,101480.0,100170.0,92750.0,93070.0,103150.0,104310.0,98710.0,104660.0,103900.0,103760.0,100730.0,98190.0,96220.0,98760.0,105250.0,97850.0,99300.0,101600.0,98700.0,95910.0,96860.0,96830.0,95600.0,97120.0,110000.0,86930.0,94600.0,90590.0,67410.0,61060.0,100840.0,137131.0,4004.0,1245.0,4429.0,1394.0,41142.0,9909.0,3258.0,686.0,1230.0,17708.0,7009.0,1968.0,1961.0,10371.0,3005.0,1864.0,2147.0,2006.0,2818.0,925.0,3907.0,7046.0,5786.0,3512.0,1320.0,4295.0,1394.0,1760.0,2654.0,1208.0,5145.0,1007.0,13048.0,9551.0,1029.0,7874.0,1625.0,3646.0,11833.0,947.0,5353.0,1074.0,4317.0,25999.0,4228.0,574.0,8463.0,9387.0,969.0,5525.0,738.0,477.0,1305.0,28.0
Analyze system performance or operational requirements.,analyze system performance or operational requirements,"Analyze operational data to evaluate operations, processes or products.",Analyze data to improve operations.,Analyzing Data or Information,Photonics Engineers,photonics engineers,17-2199.07,Photonics Engineers,17-2199,17-2199.07,Miscellaneous Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.2939852871670899,4.854460570384655,False,0.4739938461538461,4.14,91.3,0.0304996930806333,0.1,E2,E2,122930.0,152550.0,142390.0,102280.0,76940.0,130850.0,132590.0,124110.0,103580.0,151920.0,105410.0,112260.0,122800.0,130970.0,111930.0,120880.0,103090.0,76100.0,99830.0,99070.0,120430.0,129770.0,131260.0,121000.0,108850.0,111030.0,102980.0,97470.0,88490.0,103780.0,128130.0,132450.0,162070.0,117600.0,112450.0,100250.0,120470.0,119810.0,123220.0,108950.0,117080.0,110490.0,112260.0,96640.0,115810.0,110320.0,126550.0,148160.0,134570.0,118800.0,110360.0,113050.0,100010.0,81370.0,122930.0,38773.0,6095.0,352.0,3030.0,1445.0,50399.0,4474.0,4281.0,120.0,6271.0,15150.0,7258.0,1938.0,986.0,4439.0,2713.0,1938.0,1374.0,881.0,11116.0,1039.0,12930.0,5021.0,13564.0,2272.0,846.0,3259.0,423.0,528.0,1533.0,1075.0,7998.0,3858.0,10147.0,7522.0,388.0,12331.0,1515.0,3576.0,5725.0,669.0,2255.0,194.0,7751.0,19061.0,3083.0,687.0,8914.0,6307.0,1163.0,1216.0,194.0,141.0,1568.0,9.0
"Analyze test data, making computations as necessary, to determine test results.",analyze test data making computations as necessary to determine test results,Analyze test results.,Test characteristics of materials or products.,"Inspecting Equipment, Structures, or Materials","Inspectors, Testers, Sorters, Samplers, and Weighers",inspectors testers sorters samplers and weighers,51-9061.00,"Inspectors, Testers, Sorters, Samplers, and Weighers",51-9061,51-9061.00,"Inspectors, Testers, Sorters, Samplers, and Weighers",Other Production Occupations,Production Occupations,2026-05-31,0.0030529241359659,4.9714,False,2.886644615384616,4.24,51.55,0.1667132153692961,0.1,E1,E1,48570.0,40010.0,78150.0,52100.0,44570.0,54300.0,58350.0,57090.0,57190.0,59730.0,47540.0,46130.0,59740.0,45130.0,47920.0,47900.0,50740.0,53680.0,46280.0,49490.0,53570.0,61790.0,52270.0,44490.0,57170.0,40670.0,54420.0,58070.0,51270.0,49280.0,54800.0,49140.0,49500.0,49990.0,46430.0,50820.0,47360.0,49630.0,54120.0,48320.0,54940.0,46890.0,47240.0,45760.0,46210.0,48910.0,46210.0,49590.0,64420.0,47010.0,49610.0,57900.0,44160.0,29870.0,47240.0,597370.0,13120.0,300.0,11120.0,5880.0,61130.0,5220.0,7460.0,1020.0,70.0,22630.0,19980.0,650.0,2900.0,31700.0,24790.0,7230.0,9300.0,12880.0,8110.0,1800.0,4600.0,10650.0,27980.0,9710.0,6970.0,12480.0,580.0,3350.0,4040.0,3050.0,12280.0,1550.0,19790.0,19700.0,1800.0,32060.0,7430.0,5690.0,25870.0,1790.0,13360.0,1090.0,17140.0,56390.0,6630.0,900.0,9830.0,12010.0,2720.0,17670.0,990.0,50.0,3870.0,30.0
"Analyze test data to diagnose malfunctions, to determine performance characteristics of systems, or to evaluate effects of system modifications.",analyze test data to diagnose malfunctions to determine performance characteristics of systems or to evaluate effects of system modifications,Analyze test or performance data to assess equipment operation.,Analyze performance of systems or equipment.,Analyzing Data or Information,"Electrical and Electronics Repairers, Powerhouse, Substation, and Relay",electrical and electronics repairers powerhouse substation and relay,49-2095.00,"Electrical and Electronics Repairers, Powerhouse, Substation, and Relay",49-2095,49-2095.00,"Miscellaneous Electrical and Electronic Equipment Mechanics, Installers, and Repairers","Electrical and Electronic Equipment Mechanics, Installers, and Repairers","Installation, Maintenance, and Repair Occupations",2026-05-31,0.1696068964425518,4.757892620148804,False,1.603245,4.24,83.96,0.7901983753632965,0.7,E0,E2,103020.0,95150.0,125260.0,79160.0,101120.0,121520.0,125560.0,109610.0,103020.0,103020.0,101780.0,106930.0,127330.0,119170.0,107470.0,105700.0,86490.0,104970.0,98860.0,80610.0,92570.0,117760.0,119460.0,106600.0,99900.0,94970.0,96850.0,97380.0,104850.0,74360.0,81020.0,111600.0,100410.0,98310.0,104710.0,75050.0,98700.0,97800.0,131050.0,101660.0,107980.0,91140.0,101830.0,96840.0,102470.0,114250.0,105640.0,99390.0,125620.0,97600.0,108980.0,103020.0,103020.0,37360.0,103020.0,20720.0,280.0,80.0,160.0,260.0,1680.0,210.0,210.0,64.0,93.0,910.0,540.0,70.0,100.0,420.0,290.0,120.0,280.0,130.0,370.0,160.0,366.0,430.0,450.0,390.0,160.0,290.0,130.0,60.0,205.0,50.0,450.0,140.0,3160.0,950.0,80.0,1120.0,330.0,170.0,1110.0,30.0,230.0,40.0,430.0,2360.0,100.0,30.0,910.0,410.0,70.0,150.0,37.0,9.0,200.0,4.0
Analyze test data to identify defects or determine calibration requirements.,analyze test data to identify defects or determine calibration requirements,Evaluate characteristics of products.,"Evaluate the characteristics, usefulness, or performance of products or technologies.","Judging the Qualities of Objects, Services, or People","Engineering Technicians, Except Drafters, All Other",engineering technicians except drafters all other,17-3029.00,Calibration Technologists and Technicians,17-3028,17-3028.00,"Engineering Technologists and Technicians, Except Drafters","Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.1017641378655311,4.8806806806806815,False,0.2724399673743056,3.724963521728228,89.58415251018192,0.469298308362296,1.119618241232658,E2,E2,67820.0,67820.0,67820.0,69230.0,67820.0,79010.0,63660.0,63420.0,67820.0,67820.0,59770.0,66730.0,67820.0,67820.0,59590.0,61930.0,61490.0,67820.0,55650.0,80670.0,67820.0,60860.0,75500.0,70140.0,60360.0,67820.0,61510.0,67820.0,63530.0,64530.0,66650.0,77040.0,65650.0,61270.0,61000.0,67820.0,65520.0,80920.0,68830.0,63700.0,64390.0,66910.0,67820.0,71660.0,74100.0,67300.0,77950.0,72730.0,93880.0,67820.0,61060.0,67820.0,67820.0,38460.0,67820.0,16540.0,223.0,30.0,400.0,230.0,1250.0,260.0,120.0,51.0,74.0,480.0,140.0,66.0,91.0,644.0,810.0,110.0,50.0,90.0,480.0,68.0,200.0,380.0,400.0,400.0,123.0,280.0,54.0,130.0,110.0,280.0,390.0,190.0,800.0,410.0,45.0,740.0,150.0,170.0,370.0,50.0,70.0,48.0,130.0,5020.0,80.0,30.0,330.0,270.0,74.0,320.0,30.0,7.0,630.0,3.0
Analyze test data to identify defects or determine calibration requirements.,analyze test data to identify defects or determine calibration requirements,Analyze project data to determine specifications or requirements.,"Evaluate designs, specifications, or other technical data.",Analyzing Data or Information,"Engineering Technicians, Except Drafters, All Other",engineering technicians except drafters all other,17-3029.00,Calibration Technologists and Technicians,17-3028,17-3028.00,"Engineering Technologists and Technicians, Except Drafters","Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.1017641378655311,4.8806806806806815,False,0.2724399673743056,3.724963521728228,89.58415251018192,0.469298308362296,1.119618241232658,E2,E2,67820.0,67820.0,67820.0,69230.0,67820.0,79010.0,63660.0,63420.0,67820.0,67820.0,59770.0,66730.0,67820.0,67820.0,59590.0,61930.0,61490.0,67820.0,55650.0,80670.0,67820.0,60860.0,75500.0,70140.0,60360.0,67820.0,61510.0,67820.0,63530.0,64530.0,66650.0,77040.0,65650.0,61270.0,61000.0,67820.0,65520.0,80920.0,68830.0,63700.0,64390.0,66910.0,67820.0,71660.0,74100.0,67300.0,77950.0,72730.0,93880.0,67820.0,61060.0,67820.0,67820.0,38460.0,67820.0,16540.0,223.0,30.0,400.0,230.0,1250.0,260.0,120.0,51.0,74.0,480.0,140.0,66.0,91.0,644.0,810.0,110.0,50.0,90.0,480.0,68.0,200.0,380.0,400.0,400.0,123.0,280.0,54.0,130.0,110.0,280.0,390.0,190.0,800.0,410.0,45.0,740.0,150.0,170.0,370.0,50.0,70.0,48.0,130.0,5020.0,80.0,30.0,330.0,270.0,74.0,320.0,30.0,7.0,630.0,3.0
"Analyze test readings, computer printouts, and trouble reports to determine equipment repair needs and required repair methods.",analyze test readings computer printouts and trouble reports to determine equipment repair needs and required repair methods,Analyze test or performance data to assess equipment operation.,Analyze performance of systems or equipment.,Analyzing Data or Information,"Telecommunications Equipment Installers and Repairers, Except Line Installers",telecommunications equipment installers and repairers except line installers,49-2022.00,"Telecommunications Equipment Installers and Repairers, Except Line Installers",49-2022,49-2022.00,Radio and Telecommunications Equipment Installers and Repairers,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers","Installation, Maintenance, and Repair Occupations",2026-05-31,0.0030529241359659,4.812318768123188,False,1.085016923076923,3.59,88.06,0.0680074296206498,0.1,E1,E2,63890.0,59770.0,95850.0,72710.0,49740.0,76630.0,76410.0,75200.0,66670.0,73130.0,61030.0,64900.0,79250.0,62440.0,64630.0,61030.0,65710.0,58690.0,59700.0,80210.0,61720.0,63050.0,76500.0,61700.0,75150.0,61250.0,57610.0,73970.0,60520.0,62800.0,85240.0,78000.0,63600.0,67710.0,63970.0,90890.0,61680.0,50350.0,75270.0,64960.0,66960.0,61480.0,62000.0,61220.0,59370.0,65650.0,81800.0,61340.0,77610.0,63560.0,60770.0,60250.0,36600.0,33760.0,55960.0,140920.0,3200.0,520.0,3320.0,1320.0,14040.0,3180.0,1910.0,440.0,300.0,11820.0,6640.0,760.0,1080.0,5760.0,2050.0,1780.0,1480.0,2210.0,3060.0,400.0,2520.0,2890.0,3940.0,1900.0,1500.0,2260.0,630.0,1430.0,890.0,550.0,2690.0,1100.0,6240.0,3540.0,470.0,3560.0,1660.0,1710.0,5220.0,150.0,2130.0,520.0,2480.0,13440.0,2160.0,310.0,3310.0,3210.0,820.0,2120.0,310.0,190.0,480.0,60.0
"Analyze test results in relation to design or rated specifications and test objectives, and modify or adjust equipment to meet specifications.",analyze test results in relation to design or rated specifications and test objectives and modify or adjust equipment to meet specifications,Analyze test or validation data.,Analyze performance of systems or equipment.,Analyzing Data or Information,Mechanical Engineering Technicians,mechanical engineering technicians,17-3027.00,Mechanical Engineering Technologists and Technicians,17-3027,17-3027.00,"Engineering Technologists and Technicians, Except Drafters","Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0113071264295034,4.8706,True,0.4821073076923076,3.56,76.38,0.1650578031221211,0.7,E1,E2,74510.0,60350.0,74510.0,72090.0,74510.0,87390.0,77090.0,82660.0,77820.0,74510.0,59720.0,73870.0,74510.0,68310.0,77020.0,77220.0,71670.0,55390.0,77990.0,102800.0,76790.0,79180.0,62390.0,68170.0,63990.0,70570.0,92150.0,74510.0,80050.0,72950.0,66740.0,65180.0,97560.0,78210.0,62360.0,76440.0,78500.0,61480.0,80840.0,70820.0,81600.0,69580.0,53670.0,62270.0,76610.0,61870.0,74510.0,75650.0,79410.0,47660.0,67850.0,74510.0,74510.0,51860.0,74510.0,14245.0,315.0,55.0,575.0,119.0,2881.0,260.0,276.0,39.0,64.0,425.0,441.0,57.0,24.0,921.0,1181.0,394.0,323.0,409.0,213.0,173.0,504.0,1031.0,3881.0,315.0,173.0,630.0,46.0,197.0,331.0,449.0,205.0,252.0,897.0,937.0,71.0,1417.0,386.0,205.0,1275.0,24.0,1015.0,87.0,457.0,1685.0,708.0,28.0,527.0,701.0,157.0,708.0,25.0,6.0,55.0,3.0
"Analyze test results, machine error messages, or information obtained from operators to diagnose equipment problems.",analyze test results machine error messages or information obtained from operators to diagnose equipment problems,Analyze test or performance data to assess equipment operation.,Analyze performance of systems or equipment.,Analyzing Data or Information,Industrial Machinery Mechanics,industrial machinery mechanics,49-9041.00,Industrial Machinery Mechanics,49-9041,49-9041.00,"Industrial Machinery Installation, Repair, and Maintenance Workers","Other Installation, Maintenance, and Repair Occupations","Installation, Maintenance, and Repair Occupations",2026-05-31,0.0791498850065242,4.79200080192462,False,1.996977307692308,3.81,89.99,0.6011282395382396,0.4,E0,E2,64520.0,61920.0,77390.0,74790.0,59760.0,74400.0,75600.0,69950.0,67320.0,87670.0,60650.0,61130.0,77330.0,62860.0,76200.0,63950.0,64400.0,65830.0,64560.0,60260.0,72310.0,71870.0,72840.0,64250.0,71960.0,57760.0,67390.0,67250.0,64110.0,77750.0,64150.0,74760.0,60670.0,69740.0,62430.0,65990.0,65130.0,61540.0,75670.0,63840.0,64770.0,62330.0,61560.0,65010.0,61930.0,70720.0,63180.0,64020.0,77220.0,61710.0,66620.0,78320.0,64520.0,37450.0,64520.0,439640.0,17850.0,860.0,5020.0,6270.0,26830.0,7260.0,2360.0,890.0,200.0,17120.0,14230.0,910.0,2750.0,12100.0,14960.0,6050.0,7700.0,11540.0,7410.0,1190.0,2880.0,6130.0,17310.0,6510.0,4460.0,5420.0,820.0,2880.0,2240.0,1950.0,8380.0,2780.0,12740.0,15720.0,2560.0,21950.0,6250.0,7070.0,22160.0,1070.0,9890.0,1230.0,12850.0,56950.0,4040.0,700.0,9470.0,10710.0,3150.0,13870.0,2010.0,120.0,2940.0,90.0
Analyze the effectiveness of marketing tactics or channels.,analyze the effectiveness of marketing tactics or channels,Analyze market research data.,Analyze market or industry conditions.,Analyzing Data or Information,Advertising and Promotions Managers,advertising and promotions managers,11-2011.00,Advertising and Promotions Managers,11-2011,11-2011.00,Advertising and Promotions Managers,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",Management Occupations,2026-05-31,0.0226142528590069,4.906124497991969,False,0.7116878205128205,3.691904761904762,72.79380952380953,0.2333333333333333,0.8311506351471362,E2,E2,133660.0,64640.0,133660.0,133660.0,74880.0,167230.0,164990.0,129280.0,133660.0,143040.0,133660.0,133810.0,133660.0,80680.0,167330.0,113930.0,108890.0,148560.0,107030.0,78810.0,106280.0,107380.0,163090.0,101610.0,126920.0,66520.0,81520.0,131770.0,106380.0,133660.0,120530.0,165390.0,133660.0,173700.0,121730.0,133660.0,102110.0,133660.0,154490.0,122940.0,157890.0,156300.0,133660.0,98170.0,104170.0,133660.0,133660.0,148400.0,163380.0,133660.0,131530.0,133660.0,133660.0,68620.0,133660.0,21470.0,60.0,45.0,444.0,140.0,3080.0,180.0,240.0,66.0,80.0,1362.0,420.0,86.0,60.0,160.0,120.0,210.0,40.0,230.0,120.0,88.0,460.0,300.0,220.0,110.0,100.0,403.0,70.0,160.0,213.0,50.0,470.0,80.0,3550.0,678.0,59.0,240.0,90.0,430.0,1540.0,60.0,316.0,63.0,450.0,3670.0,240.0,42.0,180.0,530.0,96.0,110.0,39.0,9.0,180.0,4.0
"Analyze the financial details of past, present, and expected operations to identify development opportunities and areas where improvement is needed.",analyze the financial details of past present and expected operations to identify development opportunities and areas where improvement is needed,Analyze financial records to improve efficiency.,Analyze business or financial data.,Analyzing Data or Information,Treasurers and Controllers,treasurers and controllers,11-3031.01,Treasurers and Controllers,11-3031,11-3031.01,Financial Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0113071264295034,4.844855305466239,False,0.1526138461538461,4.08,96.0,0.1363714597260496,1.472079744573694,E2,E2,166570.0,140500.0,127030.0,139830.0,116570.0,180770.0,182690.0,174830.0,181580.0,188880.0,153280.0,166790.0,134210.0,127210.0,165880.0,135840.0,133320.0,159380.0,130650.0,126800.0,133610.0,158750.0,206760.0,139370.0,163410.0,111390.0,143460.0,131060.0,140360.0,132490.0,144730.0,199110.0,133700.0,219880.0,166780.0,135890.0,140870.0,132460.0,156460.0,145610.0,166940.0,136160.0,159700.0,141010.0,164860.0,150450.0,128690.0,185220.0,174840.0,113140.0,139720.0,124910.0,80390.0,90660.0,94990.0,294643.0,7200.0,2121.0,15647.0,7477.0,97990.0,11174.0,21045.0,2951.0,9378.0,51363.0,22463.0,3980.0,3276.0,55364.0,13190.0,9588.0,5450.0,6963.0,7425.0,3276.0,20762.0,27462.0,23618.0,17517.0,3644.0,13999.0,1586.0,5912.0,8496.0,4547.0,32510.0,2657.0,84863.0,23587.0,2247.0,28732.0,7005.0,7992.0,33794.0,2699.0,9472.0,1050.0,18514.0,75475.0,9304.0,1880.0,21896.0,13579.0,2741.0,16309.0,767.0,399.0,3991.0,179.0
Analyze the financial impacts of sustainable manufacturing processes or sustainable product manufacturing.,analyze the financial impacts of sustainable manufacturing processes or sustainable product manufacturing,Analyze costs and benefits of proposed designs or projects.,"Evaluate designs, specifications, or other technical data.",Analyzing Data or Information,Manufacturing Engineers,manufacturing engineers,17-2199.04,Manufacturing Engineers,17-2112,17-2112.03,"Industrial Engineers, Including Health and Safety",Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.652,False,0.125,3.37,80.0,0.0575132275132275,0.7999999999999999,E2,E2,102440.0,99880.0,156510.0,108280.0,98410.0,124600.0,109750.0,104160.0,120190.0,103300.0,101610.0,100100.0,123800.0,100840.0,100540.0,97480.0,97690.0,99830.0,96820.0,122920.0,101030.0,119930.0,109420.0,101680.0,102660.0,95830.0,99290.0,104430.0,98170.0,102090.0,101310.0,103840.0,128090.0,102640.0,99310.0,96940.0,100060.0,97510.0,128290.0,99560.0,109350.0,101060.0,93200.0,99080.0,104560.0,103940.0,103010.0,102550.0,129050.0,108360.0,96980.0,122070.0,102440.0,81820.0,102440.0,63713.0,5331.0,153.0,5240.0,1192.0,22772.0,3623.0,4195.0,571.0,111.0,9790.0,6229.0,35.0,927.0,12989.0,8139.0,2509.0,2404.0,4230.0,1192.0,718.0,2718.0,7992.0,21594.0,12250.0,1707.0,3533.0,272.0,808.0,1094.0,1352.0,4787.0,794.0,8229.0,8069.0,418.0,16361.0,1512.0,4048.0,9184.0,690.0,5547.0,578.0,5184.0,21587.0,3846.0,307.0,3888.0,4271.0,592.0,9107.0,167.0,27.0,1916.0,13.0
"Analyze the indications, contraindications, risk complications, and cost-benefit tradeoffs of therapeutic interventions.",analyze the indications contraindications risk complications and costbenefit tradeoffs of therapeutic interventions,Evaluate treatment options to guide medical decisions.,Evaluate patient or client condition or treatment options.,"Judging the Qualities of Objects, Services, or People",Acute Care Nurses,acute care nurses,29-1141.01,Acute Care Nurses,29-1141,29-1141.01,Registered Nurses,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0226142528590069,4.589905679309653,False,1.993593846153846,3.94,80.95,0.1405609939759036,0.1,E1,E2,97550.0,77080.0,109480.0,99500.0,78940.0,140270.0,100260.0,102740.0,99520.0,102540.0,84190.0,93550.0,136320.0,92460.0,95990.0,83500.0,78630.0,79320.0,81040.0,80230.0,86990.0,99790.0,104550.0,94300.0,101510.0,77090.0,81780.0,85280.0,84730.0,103670.0,99700.0,106500.0,94340.0,109440.0,84350.0,80730.0,82510.0,82920.0,129010.0,96430.0,100640.0,82360.0,78060.0,81500.0,95970.0,84600.0,97460.0,93600.0,124200.0,80130.0,95530.0,83760.0,97550.0,39880.0,84120.0,509964.0,40997.0,5666.0,55188.0,22181.0,255713.0,41110.0,30261.0,10781.0,8631.0,173478.0,76162.0,9763.0,12735.0,104800.0,52042.0,25968.0,25500.0,37949.0,36945.0,12479.0,39918.0,66542.0,79179.0,52894.0,21924.0,57572.0,8261.0,18650.0,20423.0,11611.0,69922.0,13565.0,155273.0,83834.0,8555.0,108437.0,28873.0,29974.0,110542.0,7612.0,37534.0,11098.0,54471.0,204742.0,20687.0,5590.0,58462.0,52253.0,17677.0,51348.0,4021.0,521.0,16047.0,355.0
"Analyze trends in sales prices, construction costs, and rents, to assess property values or determine the accuracy of assessments.",analyze trends in sales prices construction costs and rents to assess property values or determine the accuracy of assessments,Analyze market conditions or trends.,Analyze market or industry conditions.,Analyzing Data or Information,Appraisers and Assessors of Real Estate,appraisers and assessors of real estate,13-2021.00,Appraisers and Assessors of Real Estate,13-2023,13-2023.00,Property Appraisers and Assessors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.8965936739659375,False,1.0008753846153846,4.22,75.0,0.4667678141304252,0.7,E2,E2,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,28535.0,385.0,59.0,591.0,238.0,3320.0,524.0,309.0,88.0,128.0,1810.0,891.0,114.0,156.0,1112.0,584.0,284.0,262.0,365.0,353.0,117.0,504.0,663.0,803.0,538.0,212.0,535.0,93.0,187.0,283.0,125.0,781.0,159.0,1765.9999999999998,901.0,78.0,1012.0,311.0,358.99999999999994,1106.0,91.0,420.0,83.0,598.0,2565.0,316.0,55.0,749.0,647.0,128.0,536.0,51.0,12.0,171.0,6.0
Analyze user needs and software requirements to determine feasibility of design within time and cost constraints.,analyze user needs and software requirements to determine feasibility of design within time and cost constraints,Analyze project data to determine specifications or requirements.,"Evaluate designs, specifications, or other technical data.",Analyzing Data or Information,"Software Developers, Applications",software developers applications,15-1132.00,Software Developers,15-1252,15-1252.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0226142528590069,4.871188487471067,False,0.9269965384615384,4.08,89.73,0.4875553992469246,0.7,E2,E1,114549.41176470587,108307.0588235294,114549.41176470587,110045.29411764706,111294.89619377164,143515.58823529413,128445.88235294116,109510.0,114782.35294117648,114191.17647058824,110165.0,112089.11764705884,109759.70588235294,120062.54325259516,113710.0,93134.70588235294,97098.82352941176,100614.41176470587,88776.76470588235,78453.82352941176,98043.23529411764,120022.9411764706,136121.76470588235,107406.76470588236,110872.0588235294,84885.29411764706,98662.0588235294,109772.9411764706,102180.29411764706,119163.13148788927,117653.5294117647,124798.5294117647,119148.82352941176,135779.41176470587,111493.5294117647,90934.11764705884,103205.58823529413,90770.58823529413,119530.58823529413,103874.70588235294,111107.64705882352,107836.76470588236,77240.29411764706,101195.58823529413,111652.9411764706,97212.0588235294,92335.88235294116,126400.88235294116,140793.5294117647,81291.17647058824,100160.58823529413,114750.1903114187,114549.41176470587,67413.23529411765,114549.41176470587,672406.1764705882,6836.176470588235,1117.8529411764705,14941.764705882351,5745.588235294118,110753.52941176471,17472.05882352941,5204.117647058823,1445.2941176470588,2494.1176470588234,35416.17647058824,20889.117647058825,2341.4117647058824,2239.1176470588234,22635.29411764706,5660.588235294117,3601.176470588235,5164.705882352941,3080.2941176470586,1624.4117647058824,1166.470588235294,14120.294117647058,20082.647058823528,16414.70588235294,13390.588235294115,845.0000000000001,8459.117647058823,800.2941176470589,3187.6470588235293,2321.470588235294,4027.941176470588,21115.29411764706,1585.5882352941176,43799.70588235294,24930.58823529412,604.4117647058824,17467.35294117647,3321.7647058823527,8307.35294117647,21156.17647058824,1910.8823529411768,5457.352941176471,918.8235294117646,7191.764705882353,66272.05882352941,12092.35294117647,677.9411764705883,35434.117647058825,40018.82352941176,1121.1764705882351,9600.882352941177,1304.3529411764705,286.0,836.1764705882354,138.0
Analyze user needs to determine technical requirements.,analyze user needs to determine technical requirements,Analyze project data to determine specifications or requirements.,"Evaluate designs, specifications, or other technical data.",Analyzing Data or Information,Web Developers,web developers,15-1134.00,Web Developers,15-1254,15-1254.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.2487567814490761,4.949373433583959,False,0.2084973076923077,3.79,100.0,0.0771074504459612,0.5,E2,E1,98992.64705882352,72653.81487889274,83517.34429065743,88434.70588235294,77620.8910034602,128812.9411764706,91499.11764705884,90808.5294117647,86000.58823529411,110755.88235294116,87110.57958477509,97867.35294117648,98992.64705882352,70885.29411764706,85317.35294117648,71124.11764705883,66920.29411764706,71930.29411764706,79483.82352941176,76087.05882352941,98992.64705882352,103787.9411764706,106891.4705882353,88712.94117647059,90754.41176470587,70804.10899653978,85431.76470588235,70425.58823529411,72062.64705882352,81487.64705882352,96639.70588235294,95252.64705882352,59838.23529411765,111103.23529411764,97381.17647058824,67758.5294117647,90256.75605536332,77384.11764705883,85561.17647058824,96315.88235294116,102526.76470588236,79721.17647058824,77863.53806228373,68473.23529411765,95216.17647058824,100069.41176470587,92620.8910034602,99745.88235294116,130462.35294117648,74685.88235294117,93262.0588235294,67633.23529411765,61108.52076124567,47517.64705882353,98992.64705882352,62631.91176470588,482.9411764705882,74.11764705882354,898.2352941176471,468.1764705882353,18367.941176470587,2557.3529411764707,923.2352941176472,158.23529411764707,457.9411764705882,4334.558823529412,2226.470588235294,164.70588235294116,287.05882352941177,3047.058823529412,1027.6470588235293,559.7058823529412,332.3529411764706,448.8235294117647,311.1764705882353,287.3529411764705,1596.764705882353,2387.058823529412,1675.0,1378.8235294117646,212.35294117647047,1187.9411764705883,298.52941176470586,503.8235294117647,809.4117647058823,447.6470588235294,2205.2941176470586,169.11764705882354,11014.411764705885,2795.5882352941176,98.23529411764706,2153.823529411765,370.88235294117646,1190.294117647059,2312.6470588235293,222.7941176470588,760.2941176470589,274.3235294117647,2732.058823529412,5468.823529411765,1157.0588235294117,99.05882352941175,3137.058823529412,8425.588235294117,288.2352941176471,1012.3529411764706,83.52941176470588,28.676470588235293,221.1764705882353,13.0
Analyze validation test data to determine whether systems or processes have met validation criteria or to identify root causes of production problems.,analyze validation test data to determine whether systems or processes have met validation criteria or to identify root causes of production problems,Analyze test or validation data.,Analyze performance of systems or equipment.,Analyzing Data or Information,Validation Engineers,validation engineers,17-2199.02,Validation Engineers,17-2112,17-2112.02,"Industrial Engineers, Including Health and Safety",Engineers,Architecture and Engineering Occupations,2026-05-31,0.1356855171540415,4.810284222155268,False,0.9423076923076924,4.55,100.0,0.4323095238095239,0.6,E1,E2,102440.0,99880.0,156510.0,108280.0,98410.0,124600.0,109750.0,104160.0,120190.0,103300.0,101610.0,100100.0,123800.0,100840.0,100540.0,97480.0,97690.0,99830.0,96820.0,122920.0,101030.0,119930.0,109420.0,101680.0,102660.0,95830.0,99290.0,104430.0,98170.0,102090.0,101310.0,103840.0,128090.0,102640.0,99310.0,96940.0,100060.0,97510.0,128290.0,99560.0,109350.0,101060.0,93200.0,99080.0,104560.0,103940.0,103010.0,102550.0,129050.0,108360.0,96980.0,122070.0,102440.0,81820.0,102440.0,72148.0,6036.0,174.0,5934.0,1349.0,25787.0,4103.0,4750.0,647.0,126.0,11086.0,7054.0,39.0,1049.0,14708.0,9216.0,2841.0,2722.0,4790.0,1349.0,813.0,3077.0,9051.0,24453.0,13872.0,1933.0,4001.0,308.0,915.0,1239.0,1531.0,5421.0,900.0,9319.0,9137.0,473.0,18527.0,1712.0,4584.0,10400.0,781.0,6281.0,655.0,5871.0,24445.0,4356.0,347.0,4403.0,4837.0,671.0,10313.0,189.0,31.0,2170.0,15.0
"Answer clients' questions regarding construction work, financing, maintenance, repairs, and appraisals.",answer clients questions regarding construction work financing maintenance repairs and appraisals,Advise real estate clients.,Advise others on financial matters.,Providing Consultation and Advice to Others,Real Estate Sales Agents,real estate sales agents,41-9022.00,Real Estate Sales Agents,41-9022,41-9022.00,Real Estate Brokers and Sales Agents,Other Sales and Related Workers,Sales and Related Occupations,2026-05-31,0.0030529241359659,4.368421052631579,False,1.86268,4.3,95.24,0.1492024707181717,0.1,E1,E2,52830.0,60890.0,89170.0,58780.0,38180.0,57560.0,63670.0,46770.0,47180.0,123770.0,49310.0,46730.0,46220.0,39820.0,59220.0,46880.0,52830.0,39770.0,58610.0,45850.0,56930.0,52630.0,52830.0,57880.0,46410.0,39550.0,43960.0,79100.0,47240.0,79990.0,57620.0,99990.0,76170.0,102990.0,51240.0,73920.0,46240.0,47980.0,61610.0,56040.0,60310.0,56580.0,65170.0,46250.0,45740.0,50720.0,52830.0,63980.0,79130.0,59050.0,58120.0,49990.0,52830.0,52830.0,52830.0,193370.0,1580.0,170.0,5610.0,1640.0,17500.0,6120.0,2095.0,900.0,590.0,26790.0,9940.0,690.0,1170.0,6030.0,3680.0,680.0,1450.0,1120.0,1940.0,740.0,2940.0,4530.0,2210.0,2530.0,670.0,1590.0,370.0,1400.0,1490.0,240.0,5294.0,550.0,8660.0,7960.0,530.0,5130.0,3710.0,1940.0,5510.0,619.0,4930.0,640.0,2360.0,22250.0,4240.0,70.0,5750.0,5150.0,370.0,5680.0,300.0,82.0,330.0,40.0
"Answer customer inquiries or explain cost, availability, policies, and procedures of facilities.",answer customer inquiries or explain cost availability policies and procedures of facilities,"Explain regulations, policies, or procedures.","Explain regulations, policies, or procedures.",Interpreting the Meaning of Information for Others,"Locker Room, Coatroom, and Dressing Room Attendants",locker room coatroom and dressing room attendants,39-3093.00,"Locker Room, Coatroom, and Dressing Room Attendants",39-3093,39-3093.00,Miscellaneous Entertainment Attendants and Related Workers,Entertainment Attendants and Related Workers,Personal Care and Service Occupations,2026-05-31,1.5151549415534633,4.755542150505202,False,2.613546153846154,4.05,90.45,0.2023158746238307,0.1,E1,E1,36300.0,26440.0,26350.0,36400.0,27180.0,46560.0,37690.0,40260.0,36300.0,50440.0,35290.0,33430.0,51100.0,36300.0,38890.0,26320.0,23720.0,28520.0,36300.0,36300.0,35620.0,38840.0,40770.0,29640.0,29710.0,36300.0,30680.0,50370.0,36300.0,36620.0,34330.0,36650.0,36300.0,37420.0,33140.0,36300.0,28960.0,21590.0,37520.0,38460.0,41250.0,33250.0,36300.0,36300.0,34100.0,23660.0,36300.0,38010.0,47500.0,36300.0,28540.0,36300.0,36300.0,36300.0,36300.0,15560.0,60.0,150.0,650.0,50.0,2620.0,80.0,110.0,48.0,40.0,1030.0,90.0,190.0,85.0,800.0,90.0,280.0,80.0,199.0,192.0,90.0,320.0,190.0,1170.0,390.0,116.0,540.0,30.0,102.0,510.0,68.0,300.0,87.0,2250.0,340.0,43.0,480.0,200.0,196.0,580.0,70.0,140.0,45.0,326.0,590.0,190.0,30.0,120.0,60.0,70.0,260.0,28.0,7.0,93.0,3.0
"Answer customer inquiries or explain cost, availability, policies, and procedures of facilities.",answer customer inquiries or explain cost availability policies and procedures of facilities,Respond to customer inquiries.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,"Locker Room, Coatroom, and Dressing Room Attendants",locker room coatroom and dressing room attendants,39-3093.00,"Locker Room, Coatroom, and Dressing Room Attendants",39-3093,39-3093.00,Miscellaneous Entertainment Attendants and Related Workers,Entertainment Attendants and Related Workers,Personal Care and Service Occupations,2026-05-31,1.5151549415534633,4.755542150505202,False,2.613546153846154,4.05,90.45,0.2023158746238307,0.1,E1,E1,36300.0,26440.0,26350.0,36400.0,27180.0,46560.0,37690.0,40260.0,36300.0,50440.0,35290.0,33430.0,51100.0,36300.0,38890.0,26320.0,23720.0,28520.0,36300.0,36300.0,35620.0,38840.0,40770.0,29640.0,29710.0,36300.0,30680.0,50370.0,36300.0,36620.0,34330.0,36650.0,36300.0,37420.0,33140.0,36300.0,28960.0,21590.0,37520.0,38460.0,41250.0,33250.0,36300.0,36300.0,34100.0,23660.0,36300.0,38010.0,47500.0,36300.0,28540.0,36300.0,36300.0,36300.0,36300.0,15560.0,60.0,150.0,650.0,50.0,2620.0,80.0,110.0,48.0,40.0,1030.0,90.0,190.0,85.0,800.0,90.0,280.0,80.0,199.0,192.0,90.0,320.0,190.0,1170.0,390.0,116.0,540.0,30.0,102.0,510.0,68.0,300.0,87.0,2250.0,340.0,43.0,480.0,200.0,196.0,580.0,70.0,140.0,45.0,326.0,590.0,190.0,30.0,120.0,60.0,70.0,260.0,28.0,7.0,93.0,3.0
Answer customer questions regarding problems with their accounts.,answer customer questions regarding problems with their accounts,Respond to customer problems or complaints.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,Bill and Account Collectors,bill and account collectors,43-3011.00,Bill and Account Collectors,43-3011,43-3011.00,Bill and Account Collectors,Financial Clerks,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.550773959819958,False,3.754824615384616,4.29,100.0,0.3253198258242855,0.1,E1,E2,47030.0,40330.0,60810.0,47740.0,39110.0,57930.0,50090.0,57930.0,46680.0,62230.0,46410.0,46300.0,53570.0,41880.0,48140.0,45240.0,46000.0,45760.0,48330.0,39130.0,48890.0,50010.0,59800.0,47130.0,49580.0,37680.0,41760.0,45420.0,43210.0,48750.0,44450.0,52510.0,46560.0,47170.0,42910.0,46660.0,46230.0,44820.0,50880.0,46660.0,52000.0,43140.0,46620.0,40920.0,45710.0,45240.0,57630.0,43770.0,48460.0,43960.0,49090.0,42110.0,37320.0,25570.0,47030.0,158830.0,2090.0,310.0,6300.0,850.0,13880.0,1670.0,900.0,990.0,240.0,13180.0,5280.0,180.0,510.0,5080.0,2690.0,830.0,1350.0,1740.0,1690.0,410.0,2090.0,2510.0,2990.0,2860.0,1150.0,3770.0,640.0,730.0,2350.0,1120.0,3310.0,440.0,8800.0,5460.0,270.0,6620.0,1740.0,830.0,6680.0,370.0,4430.0,1120.0,3890.0,21720.0,2430.0,80.0,4590.0,2260.0,670.0,2570.0,180.0,70.0,2850.0,33.0
Answer customers' questions about merchandise and advise customers on merchandise selection.,answer customers questions about merchandise and advise customers on merchandise selection,Discuss goods or services information with customers or patrons.,Explain technical details of products or services.,Interpreting the Meaning of Information for Others,Stock Clerks and Order Fillers,stock clerks and order fillers,43-5081.00,Stockers and Order Fillers,53-7065,53-7065.00,Laborers and Material Movers,Material Moving Workers,Transportation and Material Moving Occupations,2026-05-31,0.0226142528590069,4.797502769106837,False,3.87016,4.56,96.77,0.3099147534631407,0.1,E1,E0,37330.0,34290.0,40310.0,37500.0,34700.0,42870.0,42350.0,40590.0,37420.0,39640.0,36400.0,35620.0,39300.0,37310.0,37680.0,36250.0,36640.0,35450.0,36810.0,34490.0,37220.0,37690.0,37540.0,35930.0,37120.0,34270.0,36710.0,39050.0,35920.0,37380.0,36780.0,37250.0,35830.0,39030.0,35950.0,36790.0,37130.0,34790.0,43480.0,36640.0,36470.0,36020.0,37650.0,36140.0,36840.0,37690.0,37130.0,36380.0,44620.0,34510.0,35000.0,39580.0,22910.0,25030.0,28130.0,2833810.0,46580.0,6770.0,57510.0,28350.0,310870.0,55520.0,35490.0,7080.0,3150.0,171380.0,86660.0,8830.0,12450.0,109240.0,66420.0,26770.0,26750.0,47730.0,31710.0,11950.0,34980.0,49760.0,82730.0,40270.0,23420.0,67390.0,8900.0,17980.0,31270.0,14400.0,64070.0,16540.0,146140.0,87510.0,5240.0,129760.0,32910.0,42690.0,119840.0,6660.0,41800.0,11460.0,60130.0,322710.0,26730.0,5360.0,69660.0,57370.0,12520.0,47580.0,4800.0,1200.0,19230.0,410.0
"Answer customers' questions about products, prices, availability, or credit terms.",answer customers questions about products prices availability or credit terms,Answer customer questions about goods or services.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",sales representatives wholesale and manufacturing technical and scientific products,41-4011.00,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",41-4011,41-4011.00,"Sales Representatives, Wholesale and Manufacturing","Sales Representatives, Wholesale and Manufacturing",Sales and Related Occupations,2026-05-31,0.1809140228720553,4.49230101930167,False,2.3272426923076925,4.15,95.01,0.1805989110629717,0.1,E1,E2,104920.0,87140.0,77080.0,100620.0,71830.0,124220.0,135000.0,98000.0,107830.0,92940.0,107700.0,128850.0,126110.0,101390.0,107570.0,102910.0,103380.0,130850.0,97640.0,124200.0,101850.0,95040.0,118980.0,125650.0,103000.0,74990.0,94840.0,83610.0,84400.0,98500.0,97960.0,131360.0,87310.0,129410.0,125370.0,102720.0,108370.0,72480.0,113830.0,103790.0,117670.0,111190.0,104920.0,94450.0,99080.0,104920.0,95900.0,128270.0,127390.0,97230.0,78480.0,100850.0,104920.0,62160.0,104920.0,228895.0,4469.0,707.0,14242.0,2443.0,44348.0,6671.0,4790.0,1543.0,964.0,31891.0,9162.0,868.0,3022.0,11814.0,7024.0,4147.0,3922.0,6703.0,3761.0,937.0,10175.0,18726.0,14692.0,7973.0,1302.0,8134.0,1109.0,2733.0,3022.0,4276.0,9002.0,1575.0,16878.0,19273.0,820.0,15865.0,6381.0,4887.0,11557.0,852.0,6044.0,2781.0,13325.0,71369.0,6317.0,659.0,9741.0,16010.0,1222.0,5449.0,450.0,98.0,1736.0,47.0
"Answer customers' questions about products, prices, availability, product uses, and credit terms.",answer customers questions about products prices availability product uses and credit terms,Answer customer questions about goods or services.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,"Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products",sales representatives wholesale and manufacturing except technical and scientific products,41-4012.00,"Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products",41-4012,41-4012.00,"Sales Representatives, Wholesale and Manufacturing","Sales Representatives, Wholesale and Manufacturing",Sales and Related Occupations,2026-05-31,0.0339213792885103,4.3320405085110965,False,2.9543415384615384,4.37,100.0,0.2471145209759071,0.1,E1,E2,72080.0,64140.0,56830.0,72390.0,55120.0,76490.0,79250.0,75570.0,62280.0,80010.0,62490.0,63860.0,59010.0,64840.0,73510.0,71330.0,66760.0,68960.0,64280.0,63290.0,63960.0,73080.0,79810.0,72980.0,76750.0,59320.0,61940.0,61670.0,64030.0,68150.0,72790.0,79410.0,61320.0,79590.0,70990.0,74250.0,73960.0,62160.0,74180.0,66130.0,82420.0,64250.0,77210.0,61630.0,65970.0,61980.0,76840.0,63400.0,79830.0,63560.0,65930.0,72530.0,29460.0,34870.0,45980.0,1238190.0,20470.0,910.0,19400.0,12740.0,134800.0,27530.0,9870.0,2920.0,560.0,92920.0,43630.0,3280.0,7210.0,51310.0,32350.0,16990.0,12630.0,15550.0,19120.0,3320.0,9070.0,22700.0,40960.0,31230.0,7000.0,21960.0,3510.0,8550.0,8970.0,4940.0,34360.0,3660.0,61500.0,49110.0,4180.0,58739.99999999999,14220.0,15020.0,51270.0,4870.0,22010.0,5220.0,23850.0,95670.0,13900.0,1890.0,22570.0,27340.0,3220.0,37700.0,1480.0,210.0,5150.0,80.0
"Answer customers' questions about services and charges, or direct them to customer service centers.",answer customers questions about services and charges or direct them to customer service centers,Discuss account status or activity with customers or patrons.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,"Meter Readers, Utilities",meter readers utilities,43-5041.00,"Meter Readers, Utilities",43-5041,43-5041.00,"Meter Readers, Utilities","Material Recording, Scheduling, Dispatching, and Distributing Workers",Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.649079451377734,False,0.9656769230769232,3.94,86.83,0.2034865618969804,0.3,E1,E1,48150.0,45710.0,62690.0,44760.0,37340.0,79040.0,66550.0,64180.0,58240.0,48150.0,40610.0,43140.0,51910.0,48150.0,60690.0,49200.0,60940.0,49870.0,44450.0,37570.0,48150.0,48150.0,54150.0,60870.0,73930.0,37120.0,49150.0,48150.0,48150.0,76120.0,48150.0,63030.0,48530.0,56960.0,41830.0,48150.0,47780.0,39480.0,63660.0,78450.0,56830.0,47850.0,48150.0,45210.0,43030.0,48150.0,48150.0,44020.0,65900.0,59430.0,48150.0,61470.0,48150.0,30440.0,48150.0,19430.0,470.0,40.0,360.0,230.0,810.0,150.0,140.0,30.0,87.0,1233.0,670.0,50.0,70.0,570.0,330.0,120.0,80.0,690.0,500.0,80.0,320.0,300.0,270.0,120.0,600.0,330.0,64.0,90.0,160.0,40.0,870.0,350.0,930.0,640.0,53.0,1070.0,390.0,120.0,860.0,40.0,410.0,57.0,860.0,1360.0,280.0,38.0,630.0,390.0,280.0,410.0,50.0,8.0,160.0,4.0
"Answer customers' questions about services and charges, or direct them to customer service centers.",answer customers questions about services and charges or direct them to customer service centers,Refer customers to appropriate personnel.,Assist others to access additional services or resources.,Assisting and Caring for Others,"Meter Readers, Utilities",meter readers utilities,43-5041.00,"Meter Readers, Utilities",43-5041,43-5041.00,"Meter Readers, Utilities","Material Recording, Scheduling, Dispatching, and Distributing Workers",Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.649079451377734,False,0.9656769230769232,3.94,86.83,0.2034865618969804,0.3,E1,E1,48150.0,45710.0,62690.0,44760.0,37340.0,79040.0,66550.0,64180.0,58240.0,48150.0,40610.0,43140.0,51910.0,48150.0,60690.0,49200.0,60940.0,49870.0,44450.0,37570.0,48150.0,48150.0,54150.0,60870.0,73930.0,37120.0,49150.0,48150.0,48150.0,76120.0,48150.0,63030.0,48530.0,56960.0,41830.0,48150.0,47780.0,39480.0,63660.0,78450.0,56830.0,47850.0,48150.0,45210.0,43030.0,48150.0,48150.0,44020.0,65900.0,59430.0,48150.0,61470.0,48150.0,30440.0,48150.0,19430.0,470.0,40.0,360.0,230.0,810.0,150.0,140.0,30.0,87.0,1233.0,670.0,50.0,70.0,570.0,330.0,120.0,80.0,690.0,500.0,80.0,320.0,300.0,270.0,120.0,600.0,330.0,64.0,90.0,160.0,40.0,870.0,350.0,930.0,640.0,53.0,1070.0,390.0,120.0,860.0,40.0,410.0,57.0,860.0,1360.0,280.0,38.0,630.0,390.0,280.0,410.0,50.0,8.0,160.0,4.0
"Answer customers' questions about services, prices, availability, or credit terms.",answer customers questions about services prices availability or credit terms,Answer customer questions about goods or services.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,"Sales Representatives, Services, All Other",sales representatives services all other,41-3099.00,"Sales Representatives of Services, Except Advertising, Insurance, Financial Services, and Travel",41-3091,41-3091.00,"Miscellaneous Sales Representatives, Services","Sales Representatives, Services",Sales and Related Occupations,2026-05-31,0.1017641378655311,4.424413996149927,False,1.8862898520710056,4.344615384615385,92.63923076923076,0.751551480907023,0.2229432109168743,E1,E2,69990.0,58840.0,69610.0,72920.0,50570.0,80850.0,79810.0,76940.0,67540.0,76770.0,60660.0,75280.0,58500.0,58930.0,66900.0,63960.0,62420.0,62580.0,52750.0,55200.0,63900.0,63310.0,83760.0,73380.0,75370.0,48440.0,60440.0,58720.0,57770.0,62450.0,71510.0,79200.0,61880.0,92190.0,62620.0,66060.0,59390.0,54990.0,67040.0,64480.0,81450.0,58510.0,61770.0,60230.0,61680.0,62580.0,77530.0,72640.0,79920.0,50240.0,64020.0,58970.0,37170.0,28580.0,42980.0,1256010.0,12840.0,900.0,26340.0,5750.0,156110.0,37810.0,11420.0,2910.0,3120.0,107650.0,46960.0,3450.0,5030.0,69910.0,21950.0,6530.0,12480.0,11860.0,8200.0,2120.0,21580.0,32300.0,27160.0,19220.0,3730.0,14100.0,1730.0,6110.0,10950.0,4670.0,44980.0,3790.0,80510.0,46039.99999999999,1620.0,38440.0,9710.0,10440.0,39920.0,4023.0,21070.0,630.0,21600.0,135030.0,16210.000000000002,1130.0,41390.0,18950.0,2130.0,22720.0,750.0,160.0,2940.0,80.0
"Answer customers' questions and explain available services, such as deposit accounts, bonds, and securities.",answer customers questions and explain available services such as deposit accounts bonds and securities,Discuss goods or services information with customers or patrons.,Explain technical details of products or services.,Interpreting the Meaning of Information for Others,New Accounts Clerks,new accounts clerks,43-4141.00,New Accounts Clerks,43-4141,43-4141.00,New Accounts Clerks,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.354907387694274,False,2.971029230769231,4.47,97.28,0.9608003115568104,0.4,E1,E1,47670.0,44780.0,47670.0,47670.0,35680.0,52100.0,48870.0,57080.0,47150.0,60990.0,45930.0,45770.0,47440.0,45760.0,49040.0,42950.0,45630.0,40170.0,43990.0,47670.0,47420.0,43200.0,47670.0,46780.0,48920.0,40910.0,50270.0,43610.0,47140.0,47450.0,48170.0,57240.0,51380.0,57950.0,49480.0,57970.0,48310.0,43380.0,48330.0,47330.0,47670.0,45500.0,47670.0,49770.0,44040.0,44890.0,47910.0,46350.0,52830.0,38520.0,48050.0,45760.0,47670.0,29630.0,47670.0,36860.0,140.0,77.0,763.0,730.0,950.0,390.0,420.0,140.0,165.0,910.0,1650.0,140.0,350.0,2020.0,480.0,1320.0,1100.0,240.0,160.0,510.0,80.0,857.0,1800.0,1160.0,160.0,590.0,470.0,1150.0,850.0,410.0,230.0,150.0,4800.0,1910.0,140.0,1307.0,1650.0,1410.0,1400.0,118.0,60.0,108.0,420.0,2360.0,210.0,190.0,640.0,310.0,150.0,2100.0,180.0,16.0,221.0,8.0
"Answer customers' questions, and provide information on procedures or policies.",answer customers questions and provide information on procedures or policies,Explain technical product or service information to customers.,Explain technical details of products or services.,Interpreting the Meaning of Information for Others,Cashiers,cashiers,41-2011.00,Cashiers,41-2011,41-2011.00,Cashiers,Retail Sales Workers,Sales and Related Occupations,2026-05-31,0.2035282757310622,3.983205782312925,False,2.8324907692307693,4.39,99.02,0.235636888436822,0.1,E1,E2,32880.0,28250.0,36130.0,34600.0,27670.0,37100.0,36870.0,35550.0,33490.0,38880.0,30530.0,29070.0,36780.0,30370.0,34490.0,29670.0,28970.0,28800.0,28590.0,26750.0,34930.0,34390.0,35520.0,29740.0,34620.0,26390.0,30520.0,34190.0,30250.0,29870.0,33840.0,34590.0,30120.0,35500.0,28880.0,31460.0,29260.0,28180.0,35300.0,29220.0,34860.0,28530.0,29780.0,28590.0,29230.0,31600.0,35720.0,30580.0,38720.0,26370.0,30880.0,30810.0,21610.0,22140.0,28040.0,3089410.0,46420.0,5810.0,72570.0,28270.0,336110.0,51670.0,30920.0,11450.0,6060.0,201370.0,97540.0,10780.0,17200.0,139630.0,68350.0,41450.0,33080.0,44550.0,46350.0,14240.0,49910.0,58880.0,92930.0,58190.0,30490.0,69430.0,12170.0,20650.0,30160.0,17250.0,107680.0,19020.0,158890.0,106440.0,9510.0,103020.0,41140.0,37660.0,110950.0,9260.0,56550.0,12860.0,63350.0,245730.0,22940.0,7030.0,83890.0,61050.0,17360.0,65380.0,5840.0,1620.0,27320.0,770.0
"Answer customers' questions, and provide information on procedures or policies.",answer customers questions and provide information on procedures or policies,Answer customer questions about goods or services.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,Cashiers,cashiers,41-2011.00,Cashiers,41-2011,41-2011.00,Cashiers,Retail Sales Workers,Sales and Related Occupations,2026-05-31,0.2035282757310622,3.983205782312925,False,2.8324907692307693,4.39,99.02,0.235636888436822,0.1,E1,E2,32880.0,28250.0,36130.0,34600.0,27670.0,37100.0,36870.0,35550.0,33490.0,38880.0,30530.0,29070.0,36780.0,30370.0,34490.0,29670.0,28970.0,28800.0,28590.0,26750.0,34930.0,34390.0,35520.0,29740.0,34620.0,26390.0,30520.0,34190.0,30250.0,29870.0,33840.0,34590.0,30120.0,35500.0,28880.0,31460.0,29260.0,28180.0,35300.0,29220.0,34860.0,28530.0,29780.0,28590.0,29230.0,31600.0,35720.0,30580.0,38720.0,26370.0,30880.0,30810.0,21610.0,22140.0,28040.0,3089410.0,46420.0,5810.0,72570.0,28270.0,336110.0,51670.0,30920.0,11450.0,6060.0,201370.0,97540.0,10780.0,17200.0,139630.0,68350.0,41450.0,33080.0,44550.0,46350.0,14240.0,49910.0,58880.0,92930.0,58190.0,30490.0,69430.0,12170.0,20650.0,30160.0,17250.0,107680.0,19020.0,158890.0,106440.0,9510.0,103020.0,41140.0,37660.0,110950.0,9260.0,56550.0,12860.0,63350.0,245730.0,22940.0,7030.0,83890.0,61050.0,17360.0,65380.0,5840.0,1620.0,27320.0,770.0
"Answer incoming calls, greeting callers, providing information, transferring calls or taking messages as necessary.",answer incoming calls greeting callers providing information transferring calls or taking messages as necessary,Answer telephones to direct calls or provide information.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,"Switchboard Operators, Including Answering Service",switchboard operators including answering service,43-2011.00,"Switchboard Operators, Including Answering Service",43-2011,43-2011.00,"Switchboard Operators, Including Answering Service",Communications Equipment Operators,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.97286869943995,False,6.676927692307693,4.7,100.0,0.5842818750000001,0.1,E1,E2,38630.0,32210.0,37690.0,40380.0,35290.0,48840.0,43720.0,38380.0,35980.0,54700.0,35410.0,39490.0,59860.0,38000.0,42660.0,36860.0,38400.0,38760.0,37590.0,35890.0,43350.0,37080.0,43790.0,37390.0,47430.0,30520.0,37130.0,36270.0,37570.0,38070.0,44210.0,40430.0,37710.0,45330.0,38520.0,38630.0,36350.0,35280.0,38630.0,36890.0,39850.0,34010.0,38630.0,35550.0,33620.0,38630.0,42630.0,36730.0,47800.0,37430.0,40030.0,38630.0,38630.0,24960.0,38630.0,34280.0,680.0,71.0,380.0,260.0,6680.0,320.0,180.0,180.0,230.0,3090.0,780.0,410.0,70.0,1240.0,380.0,210.0,180.0,370.0,424.0,100.0,650.0,830.0,370.0,200.0,200.0,640.0,110.0,180.0,650.0,100.0,660.0,220.0,1760.0,690.0,94.0,990.0,480.0,431.0,1350.0,130.0,480.0,100.0,680.0,3640.0,50.0,70.0,610.0,430.0,110.0,550.0,61.0,15.0,560.0,7.0
Answer incoming phone calls.,answer incoming phone calls,Answer telephones to direct calls or provide information.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,Cashiers,cashiers,41-2011.00,Cashiers,41-2011,41-2011.00,Cashiers,Retail Sales Workers,Sales and Related Occupations,2026-05-31,0.0113071264295034,4.944121822170603,True,4.542556923076924,4.39,92.25,0.364357051660178,0.1,E1,E1,32880.0,28250.0,36130.0,34600.0,27670.0,37100.0,36870.0,35550.0,33490.0,38880.0,30530.0,29070.0,36780.0,30370.0,34490.0,29670.0,28970.0,28800.0,28590.0,26750.0,34930.0,34390.0,35520.0,29740.0,34620.0,26390.0,30520.0,34190.0,30250.0,29870.0,33840.0,34590.0,30120.0,35500.0,28880.0,31460.0,29260.0,28180.0,35300.0,29220.0,34860.0,28530.0,29780.0,28590.0,29230.0,31600.0,35720.0,30580.0,38720.0,26370.0,30880.0,30810.0,21610.0,22140.0,28040.0,3089410.0,46420.0,5810.0,72570.0,28270.0,336110.0,51670.0,30920.0,11450.0,6060.0,201370.0,97540.0,10780.0,17200.0,139630.0,68350.0,41450.0,33080.0,44550.0,46350.0,14240.0,49910.0,58880.0,92930.0,58190.0,30490.0,69430.0,12170.0,20650.0,30160.0,17250.0,107680.0,19020.0,158890.0,106440.0,9510.0,103020.0,41140.0,37660.0,110950.0,9260.0,56550.0,12860.0,63350.0,245730.0,22940.0,7030.0,83890.0,61050.0,17360.0,65380.0,5840.0,1620.0,27320.0,770.0
"Answer inquiries concerning the progress of medical cases, within the limits of confidentiality laws.",answer inquiries concerning the progress of medical cases within the limits of confidentiality laws,Communicate detailed medical information to patients or family members.,Explain medical information to patients or family members.,Interpreting the Meaning of Information for Others,Medical Transcriptionists,medical transcriptionists,31-9094.00,Medical Transcriptionists,31-9094,31-9094.00,Miscellaneous Healthcare Support Occupations,Other Healthcare Support Occupations,Healthcare Support Occupations,2026-05-31,0.0030529241359659,4.814906219151037,False,1.7924784615384617,4.41,52.85,0.0999959299147572,0.1,E0,E1,40410.0,35340.0,48360.0,36550.0,35100.0,45050.0,43080.0,48190.0,34070.0,45110.0,42050.0,28330.0,44310.0,38140.0,45490.0,41400.0,45010.0,35390.0,39000.0,38040.0,48600.0,39900.0,36910.0,37280.0,50030.0,38600.0,37480.0,41340.0,45880.0,39350.0,40410.0,39020.0,37480.0,43260.0,39300.0,44660.0,37060.0,27740.0,46280.0,41510.0,34790.0,33870.0,46070.0,44720.0,42900.0,39630.0,33030.0,35130.0,38690.0,37440.0,49150.0,48100.0,40410.0,31200.0,40410.0,41550.0,410.0,110.0,700.0,280.0,5860.0,610.0,390.0,129.0,70.0,2650.0,950.0,167.0,400.0,970.0,790.0,180.0,420.0,690.0,420.0,80.0,230.0,400.0,1130.0,270.0,300.0,310.0,80.0,230.0,210.0,181.0,1710.0,210.0,2710.0,1020.0,120.0,680.0,560.0,510.0,1130.0,80.0,390.0,240.0,1450.0,7520.0,210.0,81.0,1091.0,620.0,90.0,590.0,40.0,18.0,140.0,9.0
"Answer inquiries concerning the progress of medical cases, within the limits of confidentiality laws.",answer inquiries concerning the progress of medical cases within the limits of confidentiality laws,Respond to customer inquiries.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,Medical Transcriptionists,medical transcriptionists,31-9094.00,Medical Transcriptionists,31-9094,31-9094.00,Miscellaneous Healthcare Support Occupations,Other Healthcare Support Occupations,Healthcare Support Occupations,2026-05-31,0.0030529241359659,4.814906219151037,False,1.7924784615384617,4.41,52.85,0.0999959299147572,0.1,E0,E1,40410.0,35340.0,48360.0,36550.0,35100.0,45050.0,43080.0,48190.0,34070.0,45110.0,42050.0,28330.0,44310.0,38140.0,45490.0,41400.0,45010.0,35390.0,39000.0,38040.0,48600.0,39900.0,36910.0,37280.0,50030.0,38600.0,37480.0,41340.0,45880.0,39350.0,40410.0,39020.0,37480.0,43260.0,39300.0,44660.0,37060.0,27740.0,46280.0,41510.0,34790.0,33870.0,46070.0,44720.0,42900.0,39630.0,33030.0,35130.0,38690.0,37440.0,49150.0,48100.0,40410.0,31200.0,40410.0,41550.0,410.0,110.0,700.0,280.0,5860.0,610.0,390.0,129.0,70.0,2650.0,950.0,167.0,400.0,970.0,790.0,180.0,420.0,690.0,420.0,80.0,230.0,400.0,1130.0,270.0,300.0,310.0,80.0,230.0,210.0,181.0,1710.0,210.0,2710.0,1020.0,120.0,680.0,560.0,510.0,1130.0,80.0,390.0,240.0,1450.0,7520.0,210.0,81.0,1091.0,620.0,90.0,590.0,40.0,18.0,140.0,9.0
"Answer inquiries from the general public regarding judicial procedures, court appearances, trial dates, adjournments, outstanding warrants, summonses, subpoenas, witness fees, or payment of fines.",answer inquiries from the general public regarding judicial procedures court appearances trial dates adjournments outstanding warrants summonses subpoenas witness fees or payment of fines,"Explain regulations, policies, or procedures.","Explain regulations, policies, or procedures.",Interpreting the Meaning of Information for Others,"Court, Municipal, and License Clerks",court municipal and license clerks,43-4031.00,"Court, Municipal, and License Clerks",43-4031,43-4031.00,"Court, Municipal, and License Clerks",Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.725,False,4.34884,4.46,97.84,0.3213407613591535,0.1,E1,E2,48700.0,38360.0,54270.0,48700.0,36960.0,63320.0,50410.0,60480.0,44600.0,66130.0,47100.0,42960.0,51890.0,48450.0,46920.0,46350.0,48280.0,44740.0,43680.0,46570.0,48580.0,58380.0,61730.0,48690.0,56520.0,37210.0,41020.0,45680.0,48420.0,56680.0,46590.0,53700.0,46960.0,53500.0,49110.0,53850.0,48030.0,39120.0,61300.0,44830.0,61670.0,43460.0,43850.0,44720.0,46580.0,51130.0,53000.0,45650.0,64680.0,37810.0,51920.0,46540.0,48700.0,48700.0,48700.0,179750.0,2050.0,650.0,3560.0,2090.0,12460.0,7920.0,1300.0,980.0,50.0,11180.0,5750.0,510.0,1500.0,8370.0,3460.0,2390.0,1290.0,2370.0,2900.0,1150.0,2360.0,4360.0,5620.0,5360.0,2950.0,4760.0,1340.0,1210.0,1250.0,550.0,5710.0,1040.0,11850.0,5240.0,600.0,9550.0,2730.0,1820.0,3320.0,660.0,2020.0,920.0,3050.0,15730.0,1280.0,890.0,4610.0,3450.0,1590.0,1240.0,770.0,76.0,1078.0,37.0
"Answer inquiries pertaining to hotel policies and services, and resolve occupants' complaints.",answer inquiries pertaining to hotel policies and services and resolve occupants complaints,"Provide basic information to guests, visitors, or clients.","Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,Lodging Managers,lodging managers,11-9081.00,Lodging Managers,11-9081,11-9081.00,Lodging Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0113071264295034,4.525566867191116,False,1.6717415384615384,4.53,95.01,0.1318894301862486,0.1,E1,E2,69250.0,69420.0,80060.0,77670.0,45870.0,76950.0,91750.0,76940.0,73850.0,75610.0,69120.0,61060.0,114070.0,65390.0,61530.0,67070.0,59680.0,64220.0,59440.0,63000.0,62400.0,73260.0,97350.0,58970.0,78890.0,62550.0,46880.0,66580.0,67990.0,78110.0,79210.0,107720.0,67320.0,79460.0,63860.0,62770.0,48690.0,50740.0,63220.0,60980.0,106630.0,62990.0,61920.0,63050.0,62000.0,67060.0,81440.0,66990.0,101350.0,72800.0,73590.0,61190.0,69250.0,43860.0,69250.0,42620.0,570.0,89.0,680.0,480.0,5070.0,1100.0,210.0,130.0,260.0,4790.0,1580.0,200.0,70.0,740.0,570.0,410.0,300.0,545.0,380.0,740.0,440.0,990.0,1199.0,250.0,290.0,170.0,670.0,330.0,490.0,90.0,450.0,370.0,2880.0,1460.0,270.0,1490.0,440.0,1170.0,1651.0,110.0,640.0,310.0,610.0,3900.0,473.0,210.0,1119.0,450.0,180.0,1130.0,420.0,18.0,110.0,9.0
"Answer inquiries pertaining to hotel policies and services, and resolve occupants' complaints.",answer inquiries pertaining to hotel policies and services and resolve occupants complaints,Resolve customer complaints or problems.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,Lodging Managers,lodging managers,11-9081.00,Lodging Managers,11-9081,11-9081.00,Lodging Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0113071264295034,4.525566867191116,False,1.6717415384615384,4.53,95.01,0.1318894301862486,0.1,E1,E2,69250.0,69420.0,80060.0,77670.0,45870.0,76950.0,91750.0,76940.0,73850.0,75610.0,69120.0,61060.0,114070.0,65390.0,61530.0,67070.0,59680.0,64220.0,59440.0,63000.0,62400.0,73260.0,97350.0,58970.0,78890.0,62550.0,46880.0,66580.0,67990.0,78110.0,79210.0,107720.0,67320.0,79460.0,63860.0,62770.0,48690.0,50740.0,63220.0,60980.0,106630.0,62990.0,61920.0,63050.0,62000.0,67060.0,81440.0,66990.0,101350.0,72800.0,73590.0,61190.0,69250.0,43860.0,69250.0,42620.0,570.0,89.0,680.0,480.0,5070.0,1100.0,210.0,130.0,260.0,4790.0,1580.0,200.0,70.0,740.0,570.0,410.0,300.0,545.0,380.0,740.0,440.0,990.0,1199.0,250.0,290.0,170.0,670.0,330.0,490.0,90.0,450.0,370.0,2880.0,1460.0,270.0,1490.0,440.0,1170.0,1651.0,110.0,640.0,310.0,610.0,3900.0,473.0,210.0,1119.0,450.0,180.0,1130.0,420.0,18.0,110.0,9.0
"Answer inquiries regarding information, such as schedules, accommodations, procedures, or policies.",answer inquiries regarding information such as schedules accommodations procedures or policies,"Explain regulations, policies, or procedures.","Explain regulations, policies, or procedures.",Interpreting the Meaning of Information for Others,Reservation and Transportation Ticket Agents and Travel Clerks,reservation and transportation ticket agents and travel clerks,43-4181.00,Reservation and Transportation Ticket Agents and Travel Clerks,43-4181,43-4181.00,Reservation and Transportation Ticket Agents and Travel Clerks,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,3.719240209155907,False,5.49710923076923,4.37,97.51,0.4609628956969203,0.1,E1,E1,44390.0,36620.0,45870.0,45710.0,42040.0,49420.0,45960.0,39380.0,43140.0,46550.0,39490.0,47860.0,45020.0,40230.0,47850.0,41400.0,36880.0,34940.0,45840.0,44520.0,40700.0,40750.0,44230.0,60220.0,60090.0,37730.0,40560.0,43110.0,37850.0,41000.0,40920.0,38780.0,47850.0,42990.0,44630.0,34870.0,36070.0,47340.0,40570.0,44380.0,45420.0,43740.0,35860.0,38530.0,38220.0,38660.0,38310.0,44140.0,48520.0,34030.0,35950.0,44390.0,27230.0,44390.0,29030.0,118710.0,150.0,1000.0,3020.0,430.0,10580.0,3650.0,510.0,70.0,100.0,14740.0,5880.0,1590.0,420.0,7080.0,550.0,200.0,180.0,1860.0,520.0,410.0,720.0,1560.0,1980.0,2160.0,170.0,1770.0,480.0,650.0,2660.0,150.0,2780.0,600.0,5510.0,5760.0,150.0,1200.0,920.0,1340.0,4020.0,210.0,1010.0,230.0,1410.0,18410.0,3260.0,140.0,2540.0,2970.0,100.0,880.0,213.0,220.0,510.0,300.0
"Answer inquiries regarding rates, routing, or procedures.",answer inquiries regarding rates routing or procedures,"Explain regulations, policies, or procedures.","Explain regulations, policies, or procedures.",Interpreting the Meaning of Information for Others,Billing and Posting Clerks,billing and posting clerks,43-3021.00,Billing and Posting Clerks,43-3021,43-3021.00,Billing and Posting Clerks,Financial Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,3.5883100381194417,False,1.769831989966555,4.180434782608696,65.63956521739131,0.25,0.3362357179717979,E1,E1,48500.0,39520.0,52170.0,47730.0,38780.0,56260.0,52670.0,52000.0,52110.0,64330.0,46540.0,47390.0,51240.0,46440.0,49730.0,46400.0,47110.0,46420.0,45590.0,43170.0,47840.0,52210.0,56110.0,46890.0,55810.0,41190.0,46760.0,46730.0,47410.0,47430.0,50710.0,51750.0,46120.0,53320.0,47160.0,48550.0,46390.0,45120.0,51860.0,46890.0,52910.0,45250.0,46180.0,46330.0,45910.0,46470.0,50730.0,47580.0,56090.0,39300.0,48230.0,44880.0,26900.0,28490.0,43430.0,404060.0,3780.0,370.0,8490.0,4390.0,41290.0,8170.0,4170.0,1270.0,530.0,28560.0,11450.0,1340.0,2850.0,21010.0,8060.0,3660.0,3890.0,5200.0,5970.0,1850.0,5960.0,7430.0,12550.0,6300.0,3040.0,8550.0,1890.0,3310.0,3720.0,1480.0,14910.0,2050.0,32770.0,7000.0,660.0,19480.0,4460.0,5030.0,15800.0,980.0,5550.0,770.0,7990.0,31150.0,4000.0,890.0,7500.0,11960.0,2180.0,7790.0,580.0,80.0,4800.0,30.0
Answer patients' calls and determine how to assist them.,answer patients calls and determine how to assist them,"Provide basic information to guests, visitors, or clients.","Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,Licensed Practical and Licensed Vocational Nurses,licensed practical and licensed vocational nurses,29-2061.00,Licensed Practical and Licensed Vocational Nurses,29-2061,29-2061.00,Licensed Practical and Licensed Vocational Nurses,Health Technologists and Technicians,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.8750406239844,False,3.1593615384615386,4.43,99.62,0.2682247459653317,0.1,E0,E2,64400.0,57030.0,80800.0,77070.0,56620.0,79750.0,73880.0,73690.0,68710.0,75740.0,61770.0,62030.0,71140.0,63800.0,75000.0,65720.0,62630.0,61760.0,60460.0,57470.0,73200.0,74660.0,80220.0,65460.0,63750.0,50220.0,61530.0,62210.0,62660.0,76160.0,77110.0,75160.0,59330.0,67180.0,63270.0,62300.0,61950.0,58320.0,80470.0,63940.0,80090.0,61820.0,52750.0,58870.0,62240.0,63230.0,69930.0,64920.0,83150.0,55360.0,63760.0,63460.0,42870.0,30760.0,64660.0,648410.0,11580.0,290.0,6530.0,10010.0,82850.0,4920.0,8540.0,2240.0,1040.0,38620.0,21060.0,840.0,1880.0,17440.0,14480.0,5510.0,7530.0,8570.0,17600.0,760.0,9560.0,13210.0,10880.0,12840.0,9850.0,14700.0,1620.0,4580.0,3350.0,2220.0,17410.0,2460.0,39400.0,18010.0,1920.0,39900.0,11540.0,4260.0,38260.0,1290.0,9400.0,2050.0,20830.0,57560.0,1680.0,1130.0,15550.0,6780.0,6050.0,7390.0,480.0,90.0,2990.0,50.0
Answer patients' calls and determine how to assist them.,answer patients calls and determine how to assist them,Answer telephones to direct calls or provide information.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,Licensed Practical and Licensed Vocational Nurses,licensed practical and licensed vocational nurses,29-2061.00,Licensed Practical and Licensed Vocational Nurses,29-2061,29-2061.00,Licensed Practical and Licensed Vocational Nurses,Health Technologists and Technicians,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.8750406239844,False,3.1593615384615386,4.43,99.62,0.2682247459653317,0.1,E0,E2,64400.0,57030.0,80800.0,77070.0,56620.0,79750.0,73880.0,73690.0,68710.0,75740.0,61770.0,62030.0,71140.0,63800.0,75000.0,65720.0,62630.0,61760.0,60460.0,57470.0,73200.0,74660.0,80220.0,65460.0,63750.0,50220.0,61530.0,62210.0,62660.0,76160.0,77110.0,75160.0,59330.0,67180.0,63270.0,62300.0,61950.0,58320.0,80470.0,63940.0,80090.0,61820.0,52750.0,58870.0,62240.0,63230.0,69930.0,64920.0,83150.0,55360.0,63760.0,63460.0,42870.0,30760.0,64660.0,648410.0,11580.0,290.0,6530.0,10010.0,82850.0,4920.0,8540.0,2240.0,1040.0,38620.0,21060.0,840.0,1880.0,17440.0,14480.0,5510.0,7530.0,8570.0,17600.0,760.0,9560.0,13210.0,10880.0,12840.0,9850.0,14700.0,1620.0,4580.0,3350.0,2220.0,17410.0,2460.0,39400.0,18010.0,1920.0,39900.0,11540.0,4260.0,38260.0,1290.0,9400.0,2050.0,20830.0,57560.0,1680.0,1130.0,15550.0,6780.0,6050.0,7390.0,480.0,90.0,2990.0,50.0
Answer patrons' questions about gaming machine functions and payouts.,answer patrons questions about gaming machine functions and payouts,Respond to customer inquiries.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,Gaming Supervisors,gaming supervisors,39-1011.00,First-Line Supervisors of Gambling Services Workers,39-1013,39-1013.00,First-Line Supervisors of Entertainment and Recreation Workers,Supervisors of Personal Care and Service Workers,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.818997190404151,False,3.857153846153846,4.37,100.0,0.3185407198899734,0.1,E1,E1,63820.0,51760.0,76340.0,69050.0,57890.0,68010.0,69070.0,63820.0,60370.0,63820.0,64980.0,63820.0,63820.0,63820.0,64620.0,61680.0,52820.0,57570.0,57830.0,57560.0,59440.0,74160.0,63820.0,62090.0,52490.0,58010.0,62050.0,48300.0,43610.0,66680.0,59000.0,64210.0,60140.0,74530.0,63820.0,49900.0,55680.0,58900.0,76960.0,63200.0,66660.0,47750.0,47720.0,63820.0,54340.0,63820.0,63820.0,63820.0,77350.0,59210.0,56670.0,63820.0,63820.0,37180.0,63820.0,26010.0,80.0,90.0,580.0,110.0,3010.0,250.0,282.0,110.0,117.0,1140.0,812.0,104.0,142.0,510.0,700.0,370.0,150.0,50.0,610.0,30.0,600.0,270.0,1000.0,770.0,1030.0,370.0,860.0,100.0,5590.0,70.0,1120.0,170.0,560.0,821.0,220.0,330.0,1160.0,150.0,700.0,100.0,60.0,60.0,545.0,190.0,288.0,50.0,683.0,910.0,270.0,150.0,47.0,11.0,390.0,5.0
Answer phone calls and direct calls to appropriate parties or take messages.,answer phone calls and direct calls to appropriate parties or take messages,Answer telephones to direct calls or provide information.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,Executive Secretaries and Executive Administrative Assistants,executive secretaries and executive administrative assistants,43-6011.00,Executive Secretaries and Executive Administrative Assistants,43-6011,43-6011.00,Secretaries and Administrative Assistants,Secretaries and Administrative Assistants,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.976285868976719,True,3.9473938461538456,4.06,98.77,0.3376157958782116,0.1,E1,E2,76590.0,69450.0,66210.0,70770.0,51600.0,89000.0,65850.0,82520.0,78920.0,90850.0,64710.0,68290.0,80710.0,60200.0,74390.0,59080.0,62340.0,64860.0,62410.0,53240.0,64100.0,78540.0,82650.0,66840.0,78470.0,55670.0,60320.0,59750.0,66210.0,67830.0,71650.0,89520.0,73890.0,80640.0,70140.0,61270.0,69600.0,59910.0,75480.0,75270.0,77820.0,60890.0,55170.0,68190.0,71990.0,61130.0,70770.0,80330.0,79250.0,63820.0,68920.0,52210.0,43930.0,37120.0,56720.0,459910.0,2880.0,1320.0,6490.0,2070.0,59640.0,10340.0,6490.0,1320.0,4560.0,19220.0,14560.0,1440.0,1180.0,14900.0,5060.0,4150.0,2750.0,2700.0,9270.0,2320.0,13960.0,14820.0,9030.0,7970.0,1240.0,8500.0,550.0,1860.0,2670.0,1210.0,11690.0,2800.0,88890.0,8890.0,540.0,10940.0,2810.0,6000.0,12910.0,950.0,3880.0,1230.0,5360.0,34520.0,5440.0,770.0,10360.0,11560.0,860.0,4480.0,560.0,80.0,7100.0,170.0
Answer questions about game rules and casino policies.,answer questions about game rules and casino policies,Respond to customer inquiries.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,Gaming Dealers,gaming dealers,39-3011.00,Gambling Dealers,39-3011,39-3011.00,Gambling Services Workers,Entertainment Attendants and Related Workers,Personal Care and Service Occupations,2026-05-31,0.0113071264295034,4.666586711441592,False,3.200785769230769,4.51,94.79,0.2535555826830466,0.1125,E1,E1,34320.0,34320.0,34320.0,60940.0,28380.0,35090.0,30800.0,34320.0,39330.0,34320.0,38500.0,21430.0,34320.0,34320.0,31200.0,24160.0,23020.0,34320.0,34320.0,17760.0,34320.0,31740.0,34320.0,29120.0,27190.0,28250.0,28600.0,21940.0,34320.0,25690.0,32100.0,33000.0,36990.0,50860.0,34320.0,27370.0,40710.0,23720.0,62230.0,48230.0,34320.0,27350.0,36190.0,34320.0,25090.0,34320.0,34320.0,26170.0,58700.0,25100.0,61670.0,34320.0,34320.0,22930.0,34320.0,83910.0,1133.0,175.0,1680.0,360.0,15050.0,870.0,909.0,270.0,376.0,5370.0,2621.0,336.0,460.0,2470.0,2410.0,970.0,771.0,1072.0,2650.0,343.0,1770.0,1950.0,2510.0,1370.0,2730.0,1160.0,274.0,549.0,17390.0,460.0,3030.0,370.0,2010.0,2649.0,900.0,640.0,1980.0,350.0,2970.0,269.0,140.0,170.0,1758.0,560.0,930.0,163.0,2203.0,4370.0,610.0,630.0,150.0,36.0,720.0,17.0
Answer questions about game rules or casino policies.,answer questions about game rules or casino policies,Respond to customer inquiries.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,Gaming and Sports Book Writers and Runners,gaming and sports book writers and runners,39-3012.00,Gambling and Sports Book Writers and Runners,39-3012,39-3012.00,Gambling Services Workers,Entertainment Attendants and Related Workers,Personal Care and Service Occupations,2026-05-31,0.0113071264295034,4.5688963643420895,False,3.3173476923076923,4.07,90.8,0.2589260831241168,0.1,E1,E1,34980.0,34980.0,34980.0,35640.0,34980.0,44860.0,34450.0,34420.0,34980.0,34980.0,34160.0,34980.0,34980.0,34980.0,34610.0,32730.0,37440.0,31550.0,37910.0,26620.0,34980.0,35230.0,47720.0,37720.0,35370.0,28340.0,34980.0,22030.0,29670.0,37500.0,34980.0,48260.0,34980.0,54740.0,34980.0,30640.0,38460.0,34980.0,34980.0,30690.0,34980.0,33650.0,30620.0,34980.0,30660.0,34980.0,34980.0,34980.0,42180.0,19740.0,47250.0,34980.0,34980.0,34980.0,34980.0,8950.0,121.0,19.0,260.0,75.0,1480.0,164.0,70.0,28.0,40.0,568.0,280.0,36.0,49.0,130.0,90.0,100.0,40.0,60.0,180.0,37.0,158.0,208.0,252.0,350.0,110.0,168.0,1050.0,360.0,1440.0,39.0,90.0,50.0,100.0,283.0,110.0,360.0,98.0,112.0,90.0,29.0,130.0,80.0,187.0,440.0,99.0,17.0,235.0,220.0,180.0,80.0,16.0,4.0,54.0,2.0
Answer questions about product features and benefits.,answer questions about product features and benefits,Answer customer questions about goods or services.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,"Door-To-Door Sales Workers, News and Street Vendors, and Related Workers",doortodoor sales workers news and street vendors and related workers,41-9091.00,"Door-to-Door Sales Workers, News and Street Vendors, and Related Workers",41-9091,41-9091.00,Miscellaneous Sales and Related Workers,Other Sales and Related Workers,Sales and Related Occupations,2026-05-31,0.1696068964425518,4.166719492868463,False,2.208090769230769,4.17,100.0,0.5754962003799622,0.3,E1,E1,41380.0,41380.0,41380.0,41380.0,41380.0,39520.0,38590.0,37440.0,41380.0,41380.0,41380.0,41380.0,41380.0,41380.0,41380.0,39870.0,41380.0,32970.0,41380.0,41380.0,41380.0,34290.0,41380.0,36700.0,41380.0,41380.0,46380.0,41380.0,41380.0,41380.0,41380.0,44370.0,41380.0,41380.0,37370.0,41380.0,36210.0,41380.0,41380.0,41380.0,41380.0,41380.0,41380.0,41380.0,46040.0,38990.0,41380.0,32320.0,41380.0,41380.0,41380.0,41380.0,41380.0,41380.0,41380.0,2760.0,37.0,6.0,57.0,23.0,560.0,51.0,30.0,9.0,12.0,175.0,86.0,11.0,15.0,108.0,200.0,27.0,25.0,35.0,34.0,11.0,49.0,64.0,78.0,52.0,21.0,52.0,9.0,18.0,27.0,12.0,76.0,15.0,171.0,140.0,8.0,60.0,30.0,35.0,107.0,9.0,41.0,8.0,58.0,160.0,90.0,5.0,100.0,63.0,12.0,52.0,5.0,1.0,17.0,1.0
Answer questions about records or files.,answer questions about records or files,Provide information to coworkers.,Communicate with others about operational plans or activities.,"Communicating with Supervisors, Peers, or Subordinates",File Clerks,file clerks,43-4071.00,File Clerks,43-4071,43-4071.00,File Clerks,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.53769267822736,False,2.2243453846153844,3.97,93.17,0.1793770795014636,0.1,E2,E1,43600.0,38290.0,49910.0,43690.0,38470.0,49040.0,46490.0,44810.0,39940.0,43600.0,41750.0,41000.0,50630.0,45910.0,49920.0,39740.0,46560.0,42130.0,39250.0,32200.0,43910.0,44920.0,48310.0,43950.0,46640.0,31260.0,38400.0,38370.0,40640.0,44150.0,44390.0,44400.0,37700.0,44340.0,43260.0,42860.0,40650.0,39170.0,50660.0,42920.0,36400.0,39350.0,36640.0,43010.0,39480.0,41450.0,47540.0,39900.0,45830.0,31600.0,45130.0,43600.0,32360.0,25700.0,43600.0,73440.0,110.0,150.0,2190.0,310.0,9520.0,1130.0,350.0,227.0,329.0,6180.0,2570.0,100.0,540.0,3780.0,1430.0,430.0,570.0,250.0,680.0,210.0,880.0,600.0,1820.0,760.0,546.0,1000.0,410.0,750.0,1110.0,300.0,2310.0,340.0,2590.0,1970.0,60.0,1820.0,1440.0,970.0,2830.0,235.0,1210.0,215.0,2060.0,11340.0,510.0,70.0,2110.0,520.0,260.0,1550.0,70.0,31.0,330.0,15.0
Answer questions and advise customers regarding loans and transactions.,answer questions and advise customers regarding loans and transactions,Discuss account status or activity with customers or patrons.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,Loan Interviewers and Clerks,loan interviewers and clerks,43-4131.00,Loan Interviewers and Clerks,43-4131,43-4131.00,Loan Interviewers and Clerks,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,5.0,False,2.012493846153846,4.32,94.83,0.1580163315682839,0.1,E2,E2,50020.0,40300.0,51470.0,50120.0,45140.0,57300.0,56760.0,58980.0,57760.0,77080.0,50510.0,48310.0,55410.0,48090.0,50000.0,47310.0,50080.0,47640.0,47910.0,46700.0,50020.0,59430.0,58940.0,51500.0,51760.0,39120.0,47170.0,48460.0,48970.0,57070.0,56040.0,58760.0,46100.0,58120.0,57780.0,51290.0,49150.0,47210.0,57650.0,47350.0,51560.0,47500.0,47000.0,45230.0,49980.0,48110.0,50060.0,50140.0,58740.0,42490.0,48930.0,47950.0,50020.0,35940.0,50020.0,164790.0,2960.0,330.0,4700.0,1970.0,14680.0,2500.0,970.0,950.0,140.0,10690.0,4020.0,450.0,1240.0,6850.0,3350.0,2380.0,2770.0,3690.0,2010.0,650.0,1590.0,2080.0,7930.0,2850.0,1770.0,5080.0,640.0,1010.0,1520.0,520.0,3620.0,880.0,4780.0,4800.0,980.0,5800.0,3300.0,1920.0,4330.0,650.0,2820.0,1710.0,3990.0,17090.0,2820.0,290.0,3990.0,3290.0,840.0,4270.0,300.0,70.0,810.0,34.0
"Answer questions and provide technical assistance and information to contractors or the public regarding issues such as well drilling, code requirements, hydrology, and geology.",answer questions and provide technical assistance and information to contractors or the public regarding issues such as well drilling code requirements hydrology and geology,Provide technical information or assistance to public.,Provide information or assistance to the public.,Communicating with People Outside the Organization,Hydrologists,hydrologists,19-2043.00,Hydrologists,19-2043,19-2043.00,Environmental Scientists and Geoscientists,Physical Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.022704029453876,False,0.1461538461538461,3.2,90.91,0.0112593795424484,0.1,E2,E2,96600.0,96600.0,108660.0,86700.0,96600.0,122110.0,100840.0,96600.0,96600.0,96600.0,76850.0,121830.0,96600.0,78850.0,83720.0,80700.0,81150.0,96600.0,96600.0,104520.0,96600.0,143010.0,119350.0,101060.0,94580.0,96600.0,116100.0,84500.0,96600.0,107930.0,96600.0,126680.0,97470.0,88100.0,81770.0,96600.0,98200.0,97470.0,93690.0,91730.0,96600.0,65770.0,96600.0,96600.0,81080.0,94190.0,86140.0,132080.0,105600.0,96600.0,78770.0,94520.0,96600.0,96600.0,96600.0,5850.0,79.0,60.0,400.0,49.0,540.0,360.0,63.0,18.0,26.0,280.0,30.0,23.0,160.0,100.0,50.0,50.0,54.0,75.0,72.0,24.0,90.0,50.0,40.0,300.0,43.0,50.0,190.0,38.0,170.0,26.0,160.0,100.0,160.0,150.0,16.0,390.0,40.0,300.0,160.0,19.0,100.0,17.0,150.0,220.0,80.0,50.0,40.0,350.0,26.0,150.0,40.0,2.0,35.0,1.0
Answer questions from the public and media.,answer questions from the public and media,Provide information to the general public.,Provide information or assistance to the public.,Communicating with People Outside the Organization,"Atmospheric, Earth, Marine, and Space Sciences Teachers, Postsecondary",atmospheric earth marine and space sciences teachers postsecondary,25-1051.00,"Atmospheric, Earth, Marine, and Space Sciences Teachers, Postsecondary",25-1051,25-1051.00,"Physical Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0565356321475172,3.97383690262686,False,0.0463011538461538,2.76,72.91,0.0018693316598924,0.1,E2,E2,103170.0,81940.0,103170.0,110600.0,103170.0,133230.0,79190.0,123770.0,103170.0,103170.0,81980.0,94790.0,103170.0,103170.0,87150.0,99970.0,97660.0,101750.0,95830.0,103170.0,95320.0,107700.0,108930.0,104780.0,102900.0,77670.0,102200.0,103170.0,103170.0,105860.0,130230.0,131930.0,106990.0,87350.0,102980.0,98000.0,94890.0,104270.0,128140.0,105650.0,103170.0,76500.0,63160.0,85020.0,105080.0,97240.0,103170.0,119940.0,103070.0,81850.0,107370.0,100240.0,103170.0,103170.0,103170.0,9900.0,90.0,21.0,240.0,82.0,1410.0,340.0,230.0,31.0,44.0,350.0,50.0,40.0,54.0,150.0,130.0,50.0,80.0,40.0,122.0,130.0,180.0,470.0,180.0,90.0,120.0,130.0,32.0,65.0,60.0,50.0,270.0,50.0,1730.0,360.0,60.0,150.0,30.0,340.0,220.0,32.0,80.0,70.0,120.0,690.0,180.0,19.0,230.0,210.0,40.0,130.0,50.0,4.0,59.0,2.0
"Answer questions or provide advice to the public regarding licensing policies, procedures, or regulations.",answer questions or provide advice to the public regarding licensing policies procedures or regulations,"Explain regulations, policies, or procedures.","Explain regulations, policies, or procedures.",Interpreting the Meaning of Information for Others,"Court, Municipal, and License Clerks",court municipal and license clerks,43-4031.00,"Court, Municipal, and License Clerks",43-4031,43-4031.00,"Court, Municipal, and License Clerks",Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.090927687429681,False,4.55044,4.55,98.38,0.339197795709506,0.1,E1,E2,48700.0,38360.0,54270.0,48700.0,36960.0,63320.0,50410.0,60480.0,44600.0,66130.0,47100.0,42960.0,51890.0,48450.0,46920.0,46350.0,48280.0,44740.0,43680.0,46570.0,48580.0,58380.0,61730.0,48690.0,56520.0,37210.0,41020.0,45680.0,48420.0,56680.0,46590.0,53700.0,46960.0,53500.0,49110.0,53850.0,48030.0,39120.0,61300.0,44830.0,61670.0,43460.0,43850.0,44720.0,46580.0,51130.0,53000.0,45650.0,64680.0,37810.0,51920.0,46540.0,48700.0,48700.0,48700.0,179750.0,2050.0,650.0,3560.0,2090.0,12460.0,7920.0,1300.0,980.0,50.0,11180.0,5750.0,510.0,1500.0,8370.0,3460.0,2390.0,1290.0,2370.0,2900.0,1150.0,2360.0,4360.0,5620.0,5360.0,2950.0,4760.0,1340.0,1210.0,1250.0,550.0,5710.0,1040.0,11850.0,5240.0,600.0,9550.0,2730.0,1820.0,3320.0,660.0,2020.0,920.0,3050.0,15730.0,1280.0,890.0,4610.0,3450.0,1590.0,1240.0,770.0,76.0,1078.0,37.0
"Answer questions regarding examinations, eligibility, salaries, benefits, and other pertinent information.",answer questions regarding examinations eligibility salaries benefits and other pertinent information,"Explain regulations, policies, or procedures.","Explain regulations, policies, or procedures.",Interpreting the Meaning of Information for Others,"Human Resources Assistants, Except Payroll and Timekeeping",human resources assistants except payroll and timekeeping,43-4161.00,"Human Resources Assistants, Except Payroll and Timekeeping",43-4161,43-4161.00,"Human Resources Assistants, Except Payroll and Timekeeping",Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,3.44,False,1.1849492307692309,3.78,91.98,0.0897636161634865,0.1,E1,E1,50610.0,42140.0,56510.0,47890.0,46190.0,57590.0,54880.0,54130.0,50850.0,59050.0,48330.0,46830.0,49260.0,51770.0,48310.0,47850.0,48490.0,49630.0,50400.0,47490.0,49710.0,56880.0,55840.0,48250.0,54520.0,44780.0,47960.0,50070.0,47130.0,47900.0,51400.0,54410.0,49650.0,52920.0,48190.0,53000.0,48310.0,44950.0,53550.0,48800.0,56370.0,45300.0,45150.0,45760.0,47540.0,45790.0,51810.0,51950.0,57390.0,42990.0,48690.0,49660.0,35990.0,29080.0,50610.0,90220.0,960.0,260.0,1490.0,720.0,11490.0,1660.0,910.0,290.0,610.0,3210.0,2510.0,450.0,280.0,4140.0,1870.0,920.0,660.0,1240.0,750.0,490.0,1480.0,1400.0,1890.0,3380.0,1010.0,1090.0,140.0,440.0,1390.0,470.0,4000.0,620.0,8800.0,2790.0,110.0,2770.0,600.0,1050.0,2700.0,150.0,1190.0,190.0,3930.0,5890.0,700.0,140.0,2160.0,2350.0,480.0,1890.0,90.0,100.0,1050.0,18.0
Answer questions regarding the store and its merchandise.,answer questions regarding the store and its merchandise,Answer customer questions about goods or services.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,Retail Salespersons,retail salespersons,41-2031.00,Retail Salespersons,41-2031,41-2031.00,Retail Salespersons,Retail Sales Workers,Sales and Related Occupations,2026-05-31,0.0113071264295034,4.792036819008883,False,4.967967692307693,4.53,98.57,0.4254430395346544,0.1,E1,E2,35410.0,30040.0,37290.0,35720.0,29270.0,38440.0,37950.0,36490.0,35360.0,38500.0,34010.0,30840.0,37790.0,35080.0,35370.0,31530.0,31360.0,32180.0,29650.0,29490.0,36640.0,35510.0,36610.0,34640.0,36370.0,28640.0,33460.0,36270.0,31870.0,34190.0,36200.0,36520.0,33300.0,37720.0,31370.0,36040.0,30800.0,29660.0,36770.0,31200.0,34860.0,30690.0,34370.0,31950.0,30800.0,33900.0,37400.0,34240.0,39560.0,28950.0,34480.0,34310.0,24000.0,22560.0,28790.0,3897860.0,60880.0,7890.0,93920.0,35510.0,376460.0,76660.0,42410.0,13400.0,4660.0,333460.0,143120.0,19180.0,20180.0,126610.0,83670.0,41000.0,33360.0,51250.0,49570.0,18450.0,79320.0,86860.0,111010.0,74840.0,38400.0,67140.0,13490.0,22780.0,43920.0,23880.0,72530.0,23800.0,238540.0,127540.0,11320.0,137370.0,43830.0,48090.0,141790.0,12830.0,67310.0,14180.0,87380.0,341640.0,47570.0,8250.0,100290.0,84850.0,19050.0,67640.0,8770.0,1540.0,41230.0,1300.0
Answer questions that patients have about their health and well-being.,answer questions that patients have about their health and wellbeing,"Provide health and wellness advice to patients, program participants, or caregivers.",Advise patients or clients on medical issues.,Providing Consultation and Advice to Others,"Physicians and Surgeons, All Other",physicians and surgeons all other,29-1069.00,Cardiologists,29-1212,29-1212.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0452285057180138,3.5188992397472965,False,1.64843556980057,4.304814814814815,94.73777777777778,0.2624018869751385,0.1637693687427684,E0,E2,409608.4615384616,460318.4023668639,432768.5207100592,409608.4615384616,409608.4615384616,306224.5562130178,409608.4615384616,451247.6923076923,409608.4615384616,360388.5207100592,301876.1538461539,399499.2307692308,409608.4615384616,308281.5976331361,459566.0946745562,458673.8461538461,361674.6153846154,409608.4615384616,348831.53846153844,409608.4615384616,409608.4615384616,398824.6153846154,380866.21301775146,418346.1538461539,399556.21301775146,325259.2899408284,544798.4615384615,409608.4615384616,498535.3846153846,409608.4615384616,409608.4615384616,302047.6923076923,407196.9822485207,389543.8461538461,371776.9822485207,400606.21301775146,435993.8461538461,376725.4437869822,409608.4615384616,487844.5562130178,458674.6153846154,373182.3668639053,401133.9053254438,502133.7869822485,359900.76923076925,264633.90532544383,421030.0591715976,433535.325443787,508005.3846153846,453558.5207100592,514364.5562130178,409608.4615384616,409608.4615384616,409608.4615384616,409608.4615384616,25684.615384615383,108.46153846153848,126.76923076923076,489.5384615384616,131.07692307692307,2670.7692307692305,512.3076923076924,400.7692307692308,84.61538461538461,117.6923076923077,1533.8461538461538,962.6153846153846,82.3076923076923,269.6923076923077,813.8461538461538,694.6153846153846,202.30769230769232,236.0,485.2307692307692,399.38461538461536,220.00000000000003,505.2307692307692,714.6153846153846,646.9230769230769,726.9230769230769,265.38461538461536,328.76923076923083,114.15384615384616,288.46153846153845,255.00000000000003,254.6153846153846,593.6923076923077,224.6153846153846,3186.1538461538457,520.7692307692307,99.23076923076924,980.7692307692308,161.53846153846155,548.4615384615385,602.3076923076924,183.84615384615384,140.0,126.15384615384616,548.1538461538462,1366.1538461538462,204.61538461538464,102.3076923076923,869.2307692307693,406.2307692307692,214.6153846153846,770.7692307692307,38.61538461538461,11.0,110.6153846153846,5.0
"Answer routine inquiries, and refer calls not requiring dispatches to appropriate departments and agencies.",answer routine inquiries and refer calls not requiring dispatches to appropriate departments and agencies,Answer telephones to direct calls or provide information.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,"Police, Fire, and Ambulance Dispatchers",police fire and ambulance dispatchers,43-5031.00,Public Safety Telecommunicators,43-5031,43-5031.00,Dispatchers,"Material Recording, Scheduling, Dispatching, and Distributing Workers",Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.918056867065365,False,6.180059999999999,4.48,100.0,0.5301580000000001,0.1,E1,E1,53040.0,38960.0,66660.0,56600.0,38240.0,80120.0,63520.0,62410.0,53140.0,59080.0,50170.0,42790.0,57020.0,51780.0,61260.0,49050.0,56770.0,45110.0,45670.0,38550.0,57250.0,58910.0,61720.0,53310.0,66550.0,34510.0,46990.0,47640.0,50270.0,60040.0,58240.0,59240.0,49060.0,61450.0,46550.0,59940.0,58100.0,39890.0,71980.0,49890.0,58310.0,43540.0,47900.0,46390.0,50040.0,54120.0,59470.0,50490.0,78850.0,40490.0,60000.0,50600.0,53040.0,26620.0,53040.0,102500.0,2230.0,390.0,1790.0,1460.0,8520.0,1800.0,1820.0,260.0,60.0,6090.0,3480.0,170.0,580.0,4350.0,2150.0,980.0,1370.0,1350.0,1470.0,730.0,1610.0,2790.0,2100.0,1460.0,1430.0,2750.0,560.0,750.0,1010.0,560.0,4010.0,640.0,5470.0,3730.0,270.0,4550.0,1930.0,1110.0,3620.0,370.0,1490.0,420.0,1840.0,7730.0,880.0,280.0,3050.0,1980.0,880.0,1820.0,350.0,44.0,120.0,21.0
"Answer routine inquiries, and refer calls not requiring dispatches to appropriate departments and agencies.",answer routine inquiries and refer calls not requiring dispatches to appropriate departments and agencies,Refer customers to appropriate personnel.,Assist others to access additional services or resources.,Assisting and Caring for Others,"Police, Fire, and Ambulance Dispatchers",police fire and ambulance dispatchers,43-5031.00,Public Safety Telecommunicators,43-5031,43-5031.00,Dispatchers,"Material Recording, Scheduling, Dispatching, and Distributing Workers",Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.918056867065365,False,6.180059999999999,4.48,100.0,0.5301580000000001,0.1,E1,E1,53040.0,38960.0,66660.0,56600.0,38240.0,80120.0,63520.0,62410.0,53140.0,59080.0,50170.0,42790.0,57020.0,51780.0,61260.0,49050.0,56770.0,45110.0,45670.0,38550.0,57250.0,58910.0,61720.0,53310.0,66550.0,34510.0,46990.0,47640.0,50270.0,60040.0,58240.0,59240.0,49060.0,61450.0,46550.0,59940.0,58100.0,39890.0,71980.0,49890.0,58310.0,43540.0,47900.0,46390.0,50040.0,54120.0,59470.0,50490.0,78850.0,40490.0,60000.0,50600.0,53040.0,26620.0,53040.0,102500.0,2230.0,390.0,1790.0,1460.0,8520.0,1800.0,1820.0,260.0,60.0,6090.0,3480.0,170.0,580.0,4350.0,2150.0,980.0,1370.0,1350.0,1470.0,730.0,1610.0,2790.0,2100.0,1460.0,1430.0,2750.0,560.0,750.0,1010.0,560.0,4010.0,640.0,5470.0,3730.0,270.0,4550.0,1930.0,1110.0,3620.0,370.0,1490.0,420.0,1840.0,7730.0,880.0,280.0,3050.0,1980.0,880.0,1820.0,350.0,44.0,120.0,21.0
"Answer routine telephone or in-person reference inquiries, referring patrons to librarians for further assistance, when necessary.",answer routine telephone or inperson reference inquiries referring patrons to librarians for further assistance when necessary,Provide information to the general public.,Provide information or assistance to the public.,Communicating with People Outside the Organization,Library Technicians,library technicians,25-4031.00,Library Technicians,25-4031,25-4031.00,Library Technicians,"Librarians, Curators, and Archivists",Educational Instruction and Library Occupations,2026-05-31,0.0030529241359659,4.172442329574842,False,3.075113846153846,4.27,79.38,0.2129468034488348,0.1,E2,E1,44580.0,37150.0,46940.0,40510.0,28570.0,53260.0,46680.0,57060.0,47580.0,61040.0,41080.0,37320.0,50870.0,34510.0,47120.0,35560.0,38590.0,41960.0,35700.0,39180.0,44520.0,48920.0,50430.0,34680.0,51110.0,27080.0,39160.0,38220.0,36920.0,45650.0,48650.0,48840.0,38830.0,50060.0,46520.0,39240.0,37920.0,29440.0,49970.0,46100.0,48740.0,36070.0,29590.0,36400.0,38640.0,40160.0,50090.0,45560.0,62570.0,30300.0,35000.0,26850.0,44580.0,35890.0,44580.0,68690.0,390.0,220.0,820.0,390.0,7190.0,2250.0,930.0,210.0,390.0,3070.0,2130.0,110.0,520.0,2140.0,1470.0,1510.0,480.0,670.0,1410.0,320.0,1980.0,1910.0,2180.0,1180.0,270.0,1360.0,370.0,710.0,410.0,280.0,1060.0,540.0,3390.0,2350.0,370.0,4020.0,830.0,1810.0,1560.0,160.0,650.0,650.0,390.0,5180.0,310.0,150.0,2580.0,1850.0,280.0,2890.0,400.0,29.0,250.0,14.0
"Answer simple questions about clients' businesses, using reference files.",answer simple questions about clients businesses using reference files,Answer customer questions about goods or services.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,"Switchboard Operators, Including Answering Service",switchboard operators including answering service,43-2011.00,"Switchboard Operators, Including Answering Service",43-2011,43-2011.00,"Switchboard Operators, Including Answering Service",Communications Equipment Operators,Office and Administrative Support Occupations,2026-05-31,0.0565356321475172,4.813097866078,False,4.566478846153846,4.18,55.61,0.2782261185053049,0.1,E1,E1,38630.0,32210.0,37690.0,40380.0,35290.0,48840.0,43720.0,38380.0,35980.0,54700.0,35410.0,39490.0,59860.0,38000.0,42660.0,36860.0,38400.0,38760.0,37590.0,35890.0,43350.0,37080.0,43790.0,37390.0,47430.0,30520.0,37130.0,36270.0,37570.0,38070.0,44210.0,40430.0,37710.0,45330.0,38520.0,38630.0,36350.0,35280.0,38630.0,36890.0,39850.0,34010.0,38630.0,35550.0,33620.0,38630.0,42630.0,36730.0,47800.0,37430.0,40030.0,38630.0,38630.0,24960.0,38630.0,34280.0,680.0,71.0,380.0,260.0,6680.0,320.0,180.0,180.0,230.0,3090.0,780.0,410.0,70.0,1240.0,380.0,210.0,180.0,370.0,424.0,100.0,650.0,830.0,370.0,200.0,200.0,640.0,110.0,180.0,650.0,100.0,660.0,220.0,1760.0,690.0,94.0,990.0,480.0,431.0,1350.0,130.0,480.0,100.0,680.0,3640.0,50.0,70.0,610.0,430.0,110.0,550.0,61.0,15.0,560.0,7.0
Answer students' questions.,answer students questions,Teach classes in area of specialization.,Teach academic or vocational subjects.,Training and Teaching Others,"Teachers and Instructors, All Other",teachers and instructors all other,25-3099.00,"Substitute Teachers, Short-Term",25-3031,25-3031.00,"Substitute Teachers, Short-Term",Other Teachers and Instructors,Educational Instruction and Library Occupations,2026-05-31,0.0678427585770207,2.900295345758224,False,4.370172307692307,4.67,100.0,0.3836849335106383,0.1,E0,E1,41670.0,25340.0,66920.0,38500.0,29230.0,60300.0,41670.0,38460.0,36510.0,49790.0,37080.0,38870.0,58530.0,34080.0,39410.0,36360.0,37230.0,36190.0,29730.0,27370.0,37440.0,46470.0,41350.0,39500.0,50390.0,22340.0,34790.0,28050.0,37690.0,24960.0,34990.0,43780.0,36400.0,43490.0,33780.0,42570.0,37150.0,23770.0,58280.0,44870.0,45590.0,30400.0,27840.0,29500.0,32040.0,36490.0,38200.0,39020.0,55740.0,49020.0,43950.0,36990.0,27210.0,41670.0,41670.0,524770.0,9290.0,1420.0,4710.0,2560.0,115660.0,9635.0,5950.0,1625.0,750.0,25270.0,16400.0,3990.0,1800.0,17220.0,9920.0,7300.0,9360.0,320.0,1090.0,2148.0,7610.0,8410.0,3600.0,8660.0,2390.0,11480.0,2370.0,3430.0,6600.0,1070.0,17100.0,3510.0,36090.0,20360.0,420.0,9140.0,4990.0,8090.0,22360.0,1910.0,7700.0,1610.0,7690.0,29150.0,4710.0,1400.0,24350.0,14820.0,4840.0,8420.0,2230.0,780.0,3147.0,108.0
Answer telephone calls and respond to inquiries or transfer calls.,answer telephone calls and respond to inquiries or transfer calls,Provide customers with general information or assistance.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,"Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop",hosts and hostesses restaurant lounge and coffee shop,35-9031.00,"Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop",35-9031,35-9031.00,"Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop",Other Food Preparation and Serving Related Workers,Food Preparation and Serving Related Occupations,2026-05-31,0.1017641378655311,4.557322340007852,True,4.811719999999999,4.27,84.35,0.3501334486237209,0.1,E1,E1,31200.0,26130.0,30210.0,34740.0,26760.0,36640.0,36340.0,34210.0,31200.0,37570.0,29810.0,27850.0,47070.0,27280.0,31200.0,26920.0,28210.0,28110.0,27100.0,22060.0,36800.0,34860.0,34960.0,28950.0,30200.0,21990.0,29130.0,28910.0,28450.0,31170.0,33920.0,34050.0,28480.0,36490.0,28320.0,28660.0,27550.0,24740.0,40720.0,29170.0,31400.0,27000.0,30310.0,27490.0,27080.0,29610.0,31080.0,30490.0,37270.0,24420.0,28060.0,22660.0,20450.0,22480.0,33540.0,432690.0,5400.0,740.0,10710.0,3110.0,41100.0,9490.0,3670.0,1680.0,2450.0,37100.0,17300.0,2650.0,2360.0,16500.0,9730.0,2630.0,4540.0,5120.0,6440.0,1460.0,7390.0,13540.0,12620.0,7150.0,2660.0,8510.0,1260.0,2830.0,6570.0,2130.0,9420.0,2670.0,18640.0,15160.0,800.0,15480.0,5060.0,5740.0,18020.0,1386.0,7990.0,630.0,11280.0,35550.0,4950.0,1060.0,10890.0,9530.0,1580.0,6430.0,660.0,250.0,1270.0,90.0
"Answer telephone inquiries, referring callers to pharmacist when necessary.",answer telephone inquiries referring callers to pharmacist when necessary,Answer telephones to direct calls or provide information.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,Pharmacy Aides,pharmacy aides,31-9095.00,Pharmacy Aides,31-9095,31-9095.00,Miscellaneous Healthcare Support Occupations,Other Healthcare Support Occupations,Healthcare Support Occupations,2026-05-31,0.0030529241359659,4.887462144155058,False,5.064126153846154,4.39,97.61,0.4325663263905818,0.1,E0,E1,37680.0,36260.0,37680.0,43360.0,36860.0,42200.0,37580.0,36350.0,38500.0,59960.0,35160.0,34630.0,46250.0,37690.0,37010.0,35890.0,33270.0,32070.0,34610.0,33450.0,38060.0,35170.0,37390.0,36130.0,37430.0,28380.0,37820.0,37140.0,31610.0,39080.0,37350.0,36590.0,36390.0,38040.0,35530.0,37680.0,37500.0,30360.0,40250.0,39470.0,38020.0,36140.0,36130.0,30170.0,38630.0,51600.0,37310.0,36390.0,45110.0,37680.0,36660.0,37030.0,37680.0,28100.0,37680.0,39530.0,460.0,82.0,810.0,120.0,8440.0,370.0,490.0,130.0,120.0,1590.0,1410.0,110.0,110.0,1180.0,610.0,1070.0,470.0,600.0,730.0,150.0,420.0,340.0,880.0,550.0,660.0,650.0,210.0,400.0,410.0,50.0,1020.0,180.0,2360.0,1180.0,108.0,690.0,700.0,450.0,1210.0,127.0,360.0,150.0,1150.0,2900.0,250.0,90.0,510.0,1990.0,177.0,550.0,60.0,17.0,1090.0,8.0
"Answer telephone inquiries, referring callers to pharmacist when necessary.",answer telephone inquiries referring callers to pharmacist when necessary,Respond to customer inquiries.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,Pharmacy Aides,pharmacy aides,31-9095.00,Pharmacy Aides,31-9095,31-9095.00,Miscellaneous Healthcare Support Occupations,Other Healthcare Support Occupations,Healthcare Support Occupations,2026-05-31,0.0030529241359659,4.887462144155058,False,5.064126153846154,4.39,97.61,0.4325663263905818,0.1,E0,E1,37680.0,36260.0,37680.0,43360.0,36860.0,42200.0,37580.0,36350.0,38500.0,59960.0,35160.0,34630.0,46250.0,37690.0,37010.0,35890.0,33270.0,32070.0,34610.0,33450.0,38060.0,35170.0,37390.0,36130.0,37430.0,28380.0,37820.0,37140.0,31610.0,39080.0,37350.0,36590.0,36390.0,38040.0,35530.0,37680.0,37500.0,30360.0,40250.0,39470.0,38020.0,36140.0,36130.0,30170.0,38630.0,51600.0,37310.0,36390.0,45110.0,37680.0,36660.0,37030.0,37680.0,28100.0,37680.0,39530.0,460.0,82.0,810.0,120.0,8440.0,370.0,490.0,130.0,120.0,1590.0,1410.0,110.0,110.0,1180.0,610.0,1070.0,470.0,600.0,730.0,150.0,420.0,340.0,880.0,550.0,660.0,650.0,210.0,400.0,410.0,50.0,1020.0,180.0,2360.0,1180.0,108.0,690.0,700.0,450.0,1210.0,127.0,360.0,150.0,1150.0,2900.0,250.0,90.0,510.0,1990.0,177.0,550.0,60.0,17.0,1090.0,8.0
Answer telephones and assist customers with their questions.,answer telephones and assist customers with their questions,Answer telephones to direct calls or provide information.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,Tellers,tellers,43-3071.00,Tellers,43-3071,43-3071.00,Tellers,Financial Clerks,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.830173503389636,False,4.97682076923077,4.56,100.0,0.4243414132231405,0.1,E1,E1,43030.0,37350.0,46770.0,45250.0,35710.0,46900.0,46060.0,46320.0,45340.0,45590.0,45580.0,41690.0,43910.0,42380.0,38670.0,38730.0,38450.0,36840.0,37210.0,35680.0,42890.0,46010.0,46900.0,39240.0,44190.0,36810.0,36650.0,38080.0,38140.0,44980.0,44460.0,47210.0,37680.0,44400.0,44830.0,39300.0,39810.0,35840.0,44440.0,40200.0,45300.0,42280.0,38460.0,36750.0,38050.0,38370.0,44030.0,45120.0,47670.0,34560.0,39640.0,38290.0,43030.0,30430.0,32750.0,329480.0,6770.0,1020.0,3770.0,4250.0,25230.0,5370.0,3220.0,1400.0,700.0,14700.0,7820.0,1760.0,2690.0,16960.0,8400.0,5470.0,4720.0,5350.0,4900.0,2410.0,3860.0,7190.0,13420.0,5740.0,3750.0,10030.0,1660.0,4590.0,1850.0,1550.0,10270.0,2330.0,15040.0,5260.0,1990.0,13890.0,7230.0,2990.0,14800.0,830.0,4400.0,1560.0,7560.0,25860.0,4790.0,930.0,7410.000000000001,9180.0,2620.0,9030.0,970.0,140.0,2850.0,130.0
Answer telephones and assist customers with their questions.,answer telephones and assist customers with their questions,Answer customer questions about goods or services.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,Tellers,tellers,43-3071.00,Tellers,43-3071,43-3071.00,Tellers,Financial Clerks,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.830173503389636,False,4.97682076923077,4.56,100.0,0.4243414132231405,0.1,E1,E1,43030.0,37350.0,46770.0,45250.0,35710.0,46900.0,46060.0,46320.0,45340.0,45590.0,45580.0,41690.0,43910.0,42380.0,38670.0,38730.0,38450.0,36840.0,37210.0,35680.0,42890.0,46010.0,46900.0,39240.0,44190.0,36810.0,36650.0,38080.0,38140.0,44980.0,44460.0,47210.0,37680.0,44400.0,44830.0,39300.0,39810.0,35840.0,44440.0,40200.0,45300.0,42280.0,38460.0,36750.0,38050.0,38370.0,44030.0,45120.0,47670.0,34560.0,39640.0,38290.0,43030.0,30430.0,32750.0,329480.0,6770.0,1020.0,3770.0,4250.0,25230.0,5370.0,3220.0,1400.0,700.0,14700.0,7820.0,1760.0,2690.0,16960.0,8400.0,5470.0,4720.0,5350.0,4900.0,2410.0,3860.0,7190.0,13420.0,5740.0,3750.0,10030.0,1660.0,4590.0,1850.0,1550.0,10270.0,2330.0,15040.0,5260.0,1990.0,13890.0,7230.0,2990.0,14800.0,830.0,4400.0,1560.0,7560.0,25860.0,4790.0,930.0,7410.000000000001,9180.0,2620.0,9030.0,970.0,140.0,2850.0,130.0
Answer telephones and direct calls to appropriate staff.,answer telephones and direct calls to appropriate staff,Answer telephones to direct calls or provide information.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,Medical Secretaries,medical secretaries,43-6013.00,Medical Secretaries and Administrative Assistants,43-6013,43-6013.00,Secretaries and Administrative Assistants,Secretaries and Administrative Assistants,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.982806433721575,True,6.2440261538461534,4.64,100.0,0.5438661587301588,0.1,E1,E2,45930.0,36930.0,47870.0,45820.0,37000.0,54490.0,46920.0,48500.0,44500.0,49180.0,41730.0,43160.0,49920.0,44920.0,46670.0,44060.0,40980.0,43020.0,38750.0,36930.0,46990.0,47850.0,50290.0,41100.0,50030.0,36290.0,43980.0,43740.0,46100.0,46990.0,48410.0,48660.0,44230.0,47710.0,44190.0,45390.0,44280.0,38330.0,50130.0,44930.0,46860.0,40170.0,45810.0,39940.0,42910.0,44330.0,48200.0,46180.0,58100.0,38430.0,48380.0,44430.0,31680.0,29620.0,36710.0,961610.0,16580.0,2520.0,18090.0,2190.0,115050.0,11560.0,6480.0,4510.0,1930.0,96000.0,39380.0,2160.0,5120.0,27560.0,21180.0,10560.0,6470.0,26430.0,2970.0,4610.0,17290.0,22210.0,27960.0,16860.0,7145.0,12260.0,4410.0,4110.0,7030.0,3680.0,20980.0,4590.0,57720.0,56840.0,1120.0,29110.0,8430.0,16840.0,27600.0,2350.0,15630.0,80.0,41810.0,78740.0,5260.0,2390.0,27600.0,10960.0,1550.0,7760.0,1110.0,310.0,8480.0,230.0
"Answer telephones and give information to callers, take messages, or transfer calls to appropriate individuals.",answer telephones and give information to callers take messages or transfer calls to appropriate individuals,Answer telephones to direct calls or provide information.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",secretaries and administrative assistants except legal medical and executive,43-6014.00,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",43-6014,43-6014.00,Secretaries and Administrative Assistants,Secretaries and Administrative Assistants,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.978191731031349,True,3.875424615384616,4.33,92.74,0.3144989618146244,0.1,E1,E2,47540.0,41630.0,48530.0,47940.0,37630.0,55400.0,48690.0,57210.0,47970.0,59910.0,45900.0,41600.0,50830.0,43710.0,48310.0,44270.0,45150.0,42270.0,44200.0,38790.0,49820.0,48680.0,57940.0,46020.0,51400.0,37340.0,43540.0,43940.0,46760.0,46570.0,48080.0,50260.0,46450.0,49600.0,45790.0,47480.0,46230.0,39660.0,51740.0,46270.0,52140.0,44880.0,41700.0,45810.0,45140.0,47050.0,48920.0,47620.0,57330.0,40370.0,47710.0,45450.0,36030.0,25730.0,44040.0,1706790.0,45050.0,5390.0,31220.000000000004,8590.0,158630.0,29120.0,22650.0,6320.0,11800.0,104000.0,44430.0,7020.0,7570.0,74280.0,20100.0,12830.0,32120.000000000004,18420.0,28040.0,6740.0,54890.0,37750.0,40830.0,31330.0,14720.0,33180.0,4520.0,16240.000000000002,16790.0,9050.0,65960.0,25430.0,122490.0,43690.0,5800.0,54790.0,20120.0,23150.0,65310.0,5200.0,30180.0,6120.0,34580.0,149650.0,14870.0,3360.0,31580.000000000004,31710.0,8820.0,28100.0,2250.0,1610.0,17810.0,530.0
"Answer telephones, and route calls or deliver messages.",answer telephones and route calls or deliver messages,Perform administrative or clerical tasks.,Perform administrative or clerical activities.,Performing Administrative Activities,Residential Advisors,residential advisors,39-9041.00,Residential Advisors,39-9041,39-9041.00,Residential Advisors,Other Personal Care and Service Workers,Personal Care and Service Occupations,2026-05-31,0.0113071264295034,4.899538106235566,True,2.526712307692308,3.79,83.37,0.1733957067281778,0.1,E1,E1,42240.0,27650.0,46180.0,41480.0,38300.0,46650.0,44750.0,43620.0,34530.0,38480.0,40660.0,39380.0,36930.0,37160.0,44130.0,38850.0,36850.0,37680.0,30260.0,33800.0,43780.0,46950.0,48190.0,39730.0,48770.0,30900.0,36510.0,47230.0,45980.0,38790.0,49010.0,43880.0,37540.0,48380.0,39130.0,48590.0,38590.0,35390.0,47160.0,40010.0,45280.0,35780.0,38420.0,34700.0,37630.0,39240.0,44710.0,42890.0,48640.0,31840.0,41690.0,34500.0,42240.0,35540.0,42240.0,84760.0,2570.0,380.0,1260.0,910.0,8120.0,760.0,1250.0,350.0,670.0,1610.0,2460.0,640.0,400.0,2720.0,1360.0,780.0,510.0,1580.0,420.0,640.0,2640.0,5120.0,1770.0,3410.0,660.0,1380.0,350.0,230.0,190.0,420.0,1630.0,590.0,6150.0,2840.0,260.0,3070.0,1060.0,840.0,4380.0,460.0,1580.0,1780.0,2360.0,3630.0,990.0,170.0,2950.0,1810.0,1180.0,1190.0,152.0,36.0,30.0,17.0
Answer telephones and schedule appointments.,answer telephones and schedule appointments,Schedule appointments.,Schedule appointments.,Scheduling Work and Activities,Nonfarm Animal Caretakers,nonfarm animal caretakers,39-2021.00,Animal Caretakers,39-2021,39-2021.00,Animal Caretakers,Animal Care and Service Workers,Personal Care and Service Occupations,2026-05-31,0.0113071264295034,4.728956813708463,False,3.4650580769230768,4.16,68.9,0.2281746208328137,0.1,E2,E1,35360.0,28330.0,36640.0,38180.0,30230.0,38700.0,37430.0,37310.0,33910.0,44210.0,34150.0,29860.0,40130.0,32170.0,35570.0,29990.0,30080.0,29830.0,30720.0,27910.0,37230.0,36780.0,39650.0,30320.0,36430.0,26970.0,31230.0,34210.0,31680.0,30320.0,34790.0,35850.0,33570.0,37840.0,30870.0,34040.0,30310.0,28940.0,36580.0,31360.0,37120.0,31280.0,30390.0,30550.0,32730.0,34750.0,36090.0,34380.0,40570.0,28550.0,30160.0,29080.0,35360.0,27600.0,35570.0,266910.0,4100.0,550.0,6330.0,2040.0,25710.0,6290.0,3000.0,1230.0,460.0,17210.0,9110.0,570.0,1760.0,11070.0,6420.0,3480.0,3000.0,6140.0,2660.0,1430.0,5570.0,6900.0,6290.0,4250.0,1900.0,5820.0,1200.0,2100.0,2470.0,1810.0,5890.0,1710.0,12470.0,9730.0,770.0,9350.0,3170.0,3470.0,9910.0,1020.0,4090.0,1110.0,6110.0,20450.0,2350.0,430.0,10070.0,6620.0,1160.0,5720.0,460.0,114.0,520.0,50.0
Answer telephones and schedule appointments.,answer telephones and schedule appointments,Perform administrative or clerical tasks.,Perform administrative or clerical activities.,Performing Administrative Activities,Nonfarm Animal Caretakers,nonfarm animal caretakers,39-2021.00,Animal Caretakers,39-2021,39-2021.00,Animal Caretakers,Animal Care and Service Workers,Personal Care and Service Occupations,2026-05-31,0.0113071264295034,4.728956813708463,False,3.4650580769230768,4.16,68.9,0.2281746208328137,0.1,E2,E1,35360.0,28330.0,36640.0,38180.0,30230.0,38700.0,37430.0,37310.0,33910.0,44210.0,34150.0,29860.0,40130.0,32170.0,35570.0,29990.0,30080.0,29830.0,30720.0,27910.0,37230.0,36780.0,39650.0,30320.0,36430.0,26970.0,31230.0,34210.0,31680.0,30320.0,34790.0,35850.0,33570.0,37840.0,30870.0,34040.0,30310.0,28940.0,36580.0,31360.0,37120.0,31280.0,30390.0,30550.0,32730.0,34750.0,36090.0,34380.0,40570.0,28550.0,30160.0,29080.0,35360.0,27600.0,35570.0,266910.0,4100.0,550.0,6330.0,2040.0,25710.0,6290.0,3000.0,1230.0,460.0,17210.0,9110.0,570.0,1760.0,11070.0,6420.0,3480.0,3000.0,6140.0,2660.0,1430.0,5570.0,6900.0,6290.0,4250.0,1900.0,5820.0,1200.0,2100.0,2470.0,1810.0,5890.0,1710.0,12470.0,9730.0,770.0,9350.0,3170.0,3470.0,9910.0,1020.0,4090.0,1110.0,6110.0,20450.0,2350.0,430.0,10070.0,6620.0,1160.0,5720.0,460.0,114.0,520.0,50.0
Answer user inquiries regarding computer software or hardware operation to resolve problems.,answer user inquiries regarding computer software or hardware operation to resolve problems,Provide technical support for software maintenance or use.,Advise others on the design or use of technologies.,Providing Consultation and Advice to Others,Computer User Support Specialists,computer user support specialists,15-1151.00,Computer User Support Specialists,15-1232,15-1232.00,Computer Support Specialists,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.2939852871670899,3.8939039932030575,False,3.5867276923076927,3.79,99.06,1.177069263211526,0.4,E1,E2,61860.0,49630.0,63110.0,61410.0,46360.0,79570.0,71900.0,70210.0,62160.0,80950.0,58740.0,60440.0,56760.0,59170.0,59860.0,56510.0,58810.0,56150.0,57850.0,52440.0,60890.0,64750.0,75070.0,56240.0,63630.0,52230.0,59770.0,58460.0,60830.0,57870.0,60660.0,64470.0,53280.0,72560.0,60120.0,61310.0,59720.0,52040.0,62840.0,58670.0,62510.0,52080.0,48260.0,55990.0,59490.0,61110.0,63030.0,65040.0,75220.0,55350.0,58810.0,65100.0,37460.0,36250.0,50430.0,717190.0,7360.0,950.0,18780.0,4390.0,74490.0,16740.0,9300.0,1890.0,3140.0,51220.0,25980.0,2440.0,3650.0,26060.0,13540.0,6140.0,6780.0,9460.0,4780.0,2810.0,12200.0,17570.0,22090.0,15320.0,3830.0,13510.0,1640.0,6380.0,6560.0,3910.0,18200.0,3290.0,39100.0,23100.0,1400.0,22370.0,9600.0,8850.0,30560.0,1780.0,9880.0,1240.0,11920.0,72030.0,11120.0,1630.0,20910.0,21860.0,2250.0,12400.0,790.0,220.0,5760.0,90.0
"Apply analytic methods or tools to understand, predict, or control logistics operations or processes.",apply analytic methods or tools to understand predict or control logistics operations or processes,Analyze logistics processes.,Analyze data to improve operations.,Analyzing Data or Information,Logistics Analysts,logistics analysts,13-1081.02,Logistics Analysts,13-1081,13-1081.02,Logisticians and Project Management Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.857014298570142,False,1.1976923076923076,4.1,90.91,0.6778151722692928,0.7999999999999999,E0,E2,82320.0,98450.0,87280.0,77620.0,78400.0,92890.0,96090.0,85450.0,96090.0,104770.0,76410.0,77570.0,100340.0,73920.0,80100.0,77670.0,78740.0,69520.0,68420.0,75230.0,77780.0,102700.0,100360.0,83200.0,82320.0,75160.0,78350.0,81270.0,65370.0,79600.0,81270.0,92280.0,98430.0,88240.0,80780.0,72800.0,83460.0,86600.0,83180.0,79340.0,76180.0,80330.0,80020.0,71280.0,75480.0,83300.0,83560.0,98920.0,107250.0,71590.0,73180.0,85550.0,65440.0,54380.0,68790.0,82371.0,5109.0,522.0,4725.0,2185.0,32425.0,4420.0,2166.0,512.0,1329.0,14785.0,12383.0,561.0,561.0,13948.0,3890.0,2441.0,1752.0,2549.0,1683.0,561.0,6733.0,5168.0,10109.0,3396.0,1536.0,3386.0,276.0,1477.0,1270.0,679.0,6182.0,837.0,6822.0,7737.0,305.0,8849.0,3770.0,3120.0,9824.0,541.0,5168.0,207.0,4912.0,20701.0,3701.0,256.0,10375.0,5581.0,581.0,5060.0,118.0,128.0,1093.0,39.0
Apply customer feedback to service improvement efforts.,apply customer feedback to service improvement efforts,Resolve customer complaints or problems.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,First-Line Supervisors of Personal Service Workers,firstline supervisors of personal service workers,39-1021.00,"First-Line Supervisors of Entertainment and Recreation Workers, Except Gambling Services",39-1014,39-1014.00,First-Line Supervisors of Entertainment and Recreation Workers,Supervisors of Personal Care and Service Workers,Personal Care and Service Occupations,2026-05-31,0.0010176413786553,4.60004066693778,False,0.4899926923076923,3.93,97.91,0.243938100894213,0.5,E1,E2,52648.57142857143,45328.16326530612,52521.02040816326,48103.87755102041,42089.59183673469,54053.87755102041,55753.87755102041,53239.59183673469,54649.59183673469,57843.87755102041,50041.02040816326,47236.73469387755,54613.87755102041,47862.44897959184,49236.73469387755,48879.59183673469,44101.02040816326,49516.73469387755,44841.02040816326,43812.44897959184,55429.59183673469,50978.16326530612,54821.02040816326,45913.87755102041,51263.87755102041,44126.73469387755,47903.87755102041,49351.02040816326,47435.30612244898,48341.02040816326,52028.16326530612,53005.30612244898,45022.44897959184,53865.30612244898,49031.02040816326,49248.16326530612,46221.02040816326,42915.30612244898,52588.16326530612,48365.30612244898,52128.16326530612,48878.16326530612,48346.73469387755,47205.30612244898,47212.44897959184,46846.73469387755,53829.59183673469,49358.16326530612,59136.73469387755,41461.02040816326,49328.16326530612,51036.73469387755,36049.59183673469,35923.87755102041,52648.57142857143,113021.42857142858,1701.7142857142858,371.4285714285714,2164.0,774.5714285714286,12277.428571428572,3274.2857142857147,1627.142857142857,364.2857142857143,343.42857142857144,6615.714285714285,3134.285714285714,649.4285714285714,625.4285714285714,3850.857142857143,1971.7142857142856,1116.0,875.1428571428571,1076.857142857143,1100.571428571429,386.57142857142856,2435.714285714286,2364.5714285714284,2708.5714285714284,2102.857142857143,772.8571428571429,1572.857142857143,422.5714285714286,717.1428571428571,1572.857142857143,653.7142857142857,3722.571428571429,431.1428571428572,5842.857142857143,3560.857142857143,260.0,3662.0,1089.428571428571,1555.7142857142856,5415.428571428572,389.1428571428571,1778.2857142857142,281.42857142857144,1747.7142857142858,9634.285714285714,1365.142857142857,252.57142857142856,3002.0,2005.428571428572,439.1428571428572,2655.428571428572,200.8571428571429,52.285714285714285,452.2857142857143,23.0
Apply customer feedback to service improvement efforts.,apply customer feedback to service improvement efforts,Resolve customer complaints or problems.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,First-Line Supervisors of Personal Service Workers,firstline supervisors of personal service workers,39-1021.00,First-Line Supervisors of Personal Service Workers,39-1022,39-1022.00,First-Line Supervisors of Personal Service Workers,Supervisors of Personal Care and Service Workers,Personal Care and Service Occupations,2026-05-31,0.0010176413786553,4.60004066693778,False,0.4899926923076923,3.93,97.91,0.1783488540937966,0.5,E1,E2,52648.57142857143,45328.16326530612,52521.02040816326,48103.87755102041,42089.59183673469,54053.87755102041,55753.87755102041,53239.59183673469,54649.59183673469,57843.87755102041,50041.02040816326,47236.73469387755,54613.87755102041,47862.44897959184,49236.73469387755,48879.59183673469,44101.02040816326,49516.73469387755,44841.02040816326,43812.44897959184,55429.59183673469,50978.16326530612,54821.02040816326,45913.87755102041,51263.87755102041,44126.73469387755,47903.87755102041,49351.02040816326,47435.30612244898,48341.02040816326,52028.16326530612,53005.30612244898,45022.44897959184,53865.30612244898,49031.02040816326,49248.16326530612,46221.02040816326,42915.30612244898,52588.16326530612,48365.30612244898,52128.16326530612,48878.16326530612,48346.73469387755,47205.30612244898,47212.44897959184,46846.73469387755,53829.59183673469,49358.16326530612,59136.73469387755,41461.02040816326,49328.16326530612,51036.73469387755,36049.59183673469,35923.87755102041,52648.57142857143,113021.42857142858,1701.7142857142858,371.4285714285714,2164.0,774.5714285714286,12277.428571428572,3274.2857142857147,1627.142857142857,364.2857142857143,343.42857142857144,6615.714285714285,3134.285714285714,649.4285714285714,625.4285714285714,3850.857142857143,1971.7142857142856,1116.0,875.1428571428571,1076.857142857143,1100.571428571429,386.57142857142856,2435.714285714286,2364.5714285714284,2708.5714285714284,2102.857142857143,772.8571428571429,1572.857142857143,422.5714285714286,717.1428571428571,1572.857142857143,653.7142857142857,3722.571428571429,431.1428571428572,5842.857142857143,3560.857142857143,260.0,3662.0,1089.428571428571,1555.7142857142856,5415.428571428572,389.1428571428571,1778.2857142857142,281.42857142857144,1747.7142857142858,9634.285714285714,1365.142857142857,252.57142857142856,3002.0,2005.428571428572,439.1428571428572,2655.428571428572,200.8571428571429,52.285714285714285,452.2857142857143,23.0
Apply customer feedback to service improvement efforts.,apply customer feedback to service improvement efforts,Resolve customer complaints or problems.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,First-Line Supervisors of Personal Service Workers,firstline supervisors of personal service workers,39-1021.00,First-Line Supervisors of Passenger Attendants,53-1044,53-1044.00,First-Line Supervisors of Transportation and Material Moving Workers,Supervisors of Transportation and Material Moving Workers,Transportation and Material Moving Occupations,2026-05-31,0.0010176413786553,4.60004066693778,False,0.4899926923076923,3.93,97.91,0.312941172060671,0.5,E1,E2,52648.57142857143,45328.16326530612,52521.02040816326,48103.87755102041,42089.59183673469,54053.87755102041,55753.87755102041,53239.59183673469,54649.59183673469,57843.87755102041,50041.02040816326,47236.73469387755,54613.87755102041,47862.44897959184,49236.73469387755,48879.59183673469,44101.02040816326,49516.73469387755,44841.02040816326,43812.44897959184,55429.59183673469,50978.16326530612,54821.02040816326,45913.87755102041,51263.87755102041,44126.73469387755,47903.87755102041,49351.02040816326,47435.30612244898,48341.02040816326,52028.16326530612,53005.30612244898,45022.44897959184,53865.30612244898,49031.02040816326,49248.16326530612,46221.02040816326,42915.30612244898,52588.16326530612,48365.30612244898,52128.16326530612,48878.16326530612,48346.73469387755,47205.30612244898,47212.44897959184,46846.73469387755,53829.59183673469,49358.16326530612,59136.73469387755,41461.02040816326,49328.16326530612,51036.73469387755,36049.59183673469,35923.87755102041,52648.57142857143,113021.42857142858,1701.7142857142858,371.4285714285714,2164.0,774.5714285714286,12277.428571428572,3274.2857142857147,1627.142857142857,364.2857142857143,343.42857142857144,6615.714285714285,3134.285714285714,649.4285714285714,625.4285714285714,3850.857142857143,1971.7142857142856,1116.0,875.1428571428571,1076.857142857143,1100.571428571429,386.57142857142856,2435.714285714286,2364.5714285714284,2708.5714285714284,2102.857142857143,772.8571428571429,1572.857142857143,422.5714285714286,717.1428571428571,1572.857142857143,653.7142857142857,3722.571428571429,431.1428571428572,5842.857142857143,3560.857142857143,260.0,3662.0,1089.428571428571,1555.7142857142856,5415.428571428572,389.1428571428571,1778.2857142857142,281.42857142857144,1747.7142857142858,9634.285714285714,1365.142857142857,252.57142857142856,3002.0,2005.428571428572,439.1428571428572,2655.428571428572,200.8571428571429,52.285714285714285,452.2857142857143,23.0
"Apply elements of music theory to create musical and tonal structures, including harmonies and melodies.",apply elements of music theory to create musical and tonal structures including harmonies and melodies,"Create musical compositions, arrangements or scores.",Create artistic designs or performances.,Thinking Creatively,Music Directors and Composers,music directors and composers,27-2041.00,Music Directors and Composers,27-2041,27-2041.00,"Musicians, Singers, and Related Workers","Entertainers and Performers, Sports and Related Workers","Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.7942,False,2.793132307692308,4.52,100.0,0.2157099879781421,0.1,E2,E1,73710.0,42250.0,73710.0,73710.0,73710.0,93090.0,88460.0,77070.0,73710.0,84040.0,57830.0,67100.0,74570.0,73710.0,49270.0,77270.0,61740.0,73710.0,73710.0,73710.0,73710.0,64300.0,78620.0,59400.0,73710.0,62240.0,61670.0,51530.0,73710.0,73710.0,73710.0,122750.0,73710.0,82930.0,63380.0,73710.0,61380.0,54250.0,60800.0,61160.0,73710.0,73710.0,73710.0,79640.0,65570.0,82570.0,73710.0,59050.0,75060.0,73710.0,78690.0,73710.0,73710.0,73710.0,73710.0,12540.0,70.0,60.0,260.0,104.0,2510.0,160.0,120.0,39.0,140.0,570.0,392.0,90.0,69.0,489.0,200.0,120.0,115.0,160.0,155.0,51.0,160.0,340.0,310.0,140.0,40.0,60.0,110.0,82.0,124.0,55.0,210.0,70.0,2370.0,200.0,34.0,440.0,60.0,500.0,580.0,150.0,185.0,37.0,400.0,480.0,150.0,30.0,370.0,260.0,56.0,200.0,22.0,5.0,75.0,3.0
Apply for and obtain all necessary permits or licenses.,apply for and obtain all necessary permits or licenses,Prepare forms or applications.,"Prepare documentation for contracts, applications, or permits.",Documenting/Recording Information,Construction Managers,construction managers,11-9021.00,Construction Managers,11-9021,11-9021.00,Construction Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.8571,False,0.0263157692307692,3.85,100.0,0.0085214285714285,0.7999999999999999,E1,E2,114990.0,96960.0,139190.0,114680.0,86310.0,133160.0,124830.0,125190.0,132150.0,126430.0,113130.0,110810.0,128910.0,104600.0,109160.0,106390.0,99280.0,120810.0,97020.0,110010.0,110070.0,128330.0,145010.0,103230.0,123400.0,99520.0,112230.0,104480.0,100820.0,115250.0,129260.0,138230.0,104550.0,155360.0,106640.0,102070.0,101980.0,100690.0,131420.0,108250.0,103990.0,108110.0,118380.0,110200.0,101470.0,105200.0,103450.0,119110.0,155070.0,95740.0,114190.0,92320.0,96210.0,77380.0,89950.0,380360.0,8560.0,1720.0,9910.0,2280.0,34750.0,12550.0,3620.0,610.0,1250.0,34010.0,10740.0,2890.0,2280.0,19160.0,5450.0,3070.0,2960.0,2990.0,5530.0,1460.0,5770.0,9870.0,9620.0,5800.0,1640.0,3680.0,2140.0,3430.0,4460.0,660.0,6910.0,2480.0,10280.0,16310.0,1450.0,16130.0,1980.0,4300.0,6840.0,450.0,5620.0,1070.0,5860.0,59060.0,4217.0,930.0,7290.0,6010.0,600.0,6080.0,682.0,450.0,670.0,60.0
"Apply mathematical or statistical techniques to address practical issues in finance, such as derivative valuation, securities trading, risk management, or financial market regulation.",apply mathematical or statistical techniques to address practical issues in finance such as derivative valuation securities trading risk management or financial market regulation,Apply mathematical models of financial or business conditions.,Analyze business or financial data.,Analyzing Data or Information,Financial Quantitative Analysts,financial quantitative analysts,13-2099.01,Financial Quantitative Analysts,13-2099,13-2099.01,Miscellaneous Financial Specialists,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.972700000000001,False,1.36,4.4,100.0,3.751582122662392,3.395491337477085,E1,E1,81100.0,87110.0,77070.0,81180.0,60600.0,80810.0,87430.0,81100.0,80610.0,125110.0,61660.0,77540.0,77190.0,79440.0,81180.0,92410.0,79390.0,51160.0,65690.0,59860.0,109060.0,101400.0,99970.0,75040.0,83280.0,73920.0,75800.0,76350.0,66290.0,61930.0,83590.0,98630.0,80610.0,107490.0,80900.0,78260.0,90060.0,76980.0,83080.0,78610.0,78990.0,76400.0,86260.0,69240.0,71650.0,76530.0,75270.0,92930.0,80930.0,86200.0,64420.0,75810.0,81100.0,39270.0,81100.0,96670.0,776.0,190.0,1332.0,541.0,20910.0,4030.0,1048.0,1946.0,3600.0,10184.0,5955.0,1229.0,307.0,8560.0,2824.0,1785.0,1668.0,1010.0,4375.0,1829.0,5546.0,2246.0,3834.0,1200.0,585.0,3965.0,395.0,702.0,1785.0,615.0,8063.0,1054.0,14267.0,6131.0,219.0,6102.0,920.0,900.0000000000001,4030.0,746.0,1361.0,132.0,3541.0,19827.0,4565.0,230.0,7419.0,4258.0,920.0,2370.0,146.0,41.0,980.0,20.0
"Apply mathematical theories and techniques to the solution of practical problems in business, engineering, the sciences, or other fields.",apply mathematical theories and techniques to the solution of practical problems in business engineering the sciences or other fields,Apply mathematical principles or statistical approaches to solve problems in scientific or applied fields.,Analyze scientific or applied data using mathematical principles.,Analyzing Data or Information,Mathematicians,mathematicians,15-2021.00,Mathematicians,15-2021,15-2021.00,Mathematicians,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.3731351721736141,4.833408476104599,False,0.7332826923076923,3.67,90.0,0.168237306606437,0.3,E1,E1,126710.0,126710.0,126710.0,126710.0,126710.0,126710.0,86020.0,126710.0,126710.0,126710.0,126710.0,126710.0,126710.0,126710.0,130970.0,88050.0,126710.0,126710.0,126710.0,126710.0,126710.0,131810.0,104190.0,65510.0,126710.0,126710.0,126710.0,126710.0,126710.0,102890.0,126710.0,126710.0,126710.0,126950.0,126710.0,126710.0,126710.0,126710.0,126710.0,126710.0,109260.0,126710.0,126710.0,126710.0,126710.0,126710.0,126710.0,148030.0,162280.0,126710.0,126710.0,126710.0,126710.0,126710.0,126710.0,2030.0,27.0,4.0,42.0,17.0,250.0,60.0,22.0,6.0,9.0,129.0,63.0,8.0,11.0,60.0,40.0,20.0,19.0,26.0,25.0,8.0,160.0,40.0,90.0,38.0,15.0,38.0,7.0,13.0,70.0,9.0,70.0,11.0,150.0,64.0,6.0,72.0,22.0,26.0,79.0,100.0,30.0,6.0,43.0,182.0,23.0,4.0,400.0,100.0,9.0,38.0,4.0,1.0,12.0,0.0
"Apply modeling or quantitative analysis to forecast events, such as human decisions or behaviors, the structure or processes of organizations, or the attitudes or actions of human groups.",apply modeling or quantitative analysis to forecast events such as human decisions or behaviors the structure or processes of organizations or the attitudes or actions of human groups,Create models of engineering designs or methods.,"Develop models of systems, processes, or products.",Thinking Creatively,Human Factors Engineers and Ergonomists,human factors engineers and ergonomists,17-2112.01,Human Factors Engineers and Ergonomists,17-2112,17-2112.01,"Industrial Engineers, Including Health and Safety",Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.8824,False,0.0876753846153846,3.2,75.0,0.0560836936688264,1.598461545114466,E2,E2,102440.0,99880.0,156510.0,108280.0,98410.0,124600.0,109750.0,104160.0,120190.0,103300.0,101610.0,100100.0,123800.0,100840.0,100540.0,97480.0,97690.0,99830.0,96820.0,122920.0,101030.0,119930.0,109420.0,101680.0,102660.0,95830.0,99290.0,104430.0,98170.0,102090.0,101310.0,103840.0,128090.0,102640.0,99310.0,96940.0,100060.0,97510.0,128290.0,99560.0,109350.0,101060.0,93200.0,99080.0,104560.0,103940.0,103010.0,102550.0,129050.0,108360.0,96980.0,122070.0,102440.0,81820.0,102440.0,168005.0,14056.0,404.0,13817.0,3142.0,60047.0,9555.0,11061.0,1507.0,294.0,25816.0,16427.0,92.0,2444.0,34250.0,21461.0,6615.0,6339.0,11153.0,3142.0,1893.0,7166.0,21075.0,56942.0,32302.0,4502.0,9316.0,717.0,2131.0,2885.0,3565.0,12623.0,2095.0,21700.0,21277.0,1102.0,43143.0,3987.0,10675.0,24217.0,1819.0,14626.0,1525.0,13670.0,56924.0,10143.0,808.0,10253.0,11263.0,1562.0,24015.0,441.0,72.0,5053.0,35.0
"Apply relevant laws, regulations, policies, or precedents to reach conclusions.",apply relevant laws regulations policies or precedents to reach conclusions,Identify implications for cases from legal precedents or other legal information.,"Research laws, precedents, or other legal data.",Analyzing Data or Information,"Arbitrators, Mediators, and Conciliators",arbitrators mediators and conciliators,23-1022.00,"Arbitrators, Mediators, and Conciliators",23-1022,23-1022.00,"Judges, Magistrates, and Other Judicial Workers","Lawyers, Judges, and Related Workers",Legal Occupations,2026-05-31,0.0904570114360276,4.69006198760248,False,0.7990246153846153,4.63,100.0,0.436192342304231,0.7,E0,E2,75530.0,76810.0,75530.0,82150.0,75530.0,97680.0,82590.0,75530.0,75530.0,110300.0,75530.0,75530.0,75530.0,75530.0,162410.0,57390.0,75530.0,64970.0,75530.0,46100.0,75530.0,58890.0,75530.0,76270.0,75530.0,75530.0,75530.0,64980.0,75530.0,75530.0,75530.0,75530.0,110180.0,70800.0,75320.0,75530.0,68790.0,36780.0,75530.0,67890.0,63770.0,58990.0,75530.0,62140.0,50940.0,75530.0,75530.0,79530.0,75530.0,75530.0,75530.0,75530.0,75530.0,50960.0,75530.0,9210.0,40.0,19.0,160.0,77.0,1072.0,30.0,100.0,29.0,150.0,584.0,288.0,37.0,50.0,80.0,60.0,92.0,40.0,118.0,80.0,38.0,80.0,214.0,190.0,174.0,68.0,70.0,40.0,60.0,91.0,40.0,252.0,40.0,1050.0,100.0,25.0,130.0,100.0,116.0,310.0,29.0,70.0,27.0,50.0,828.0,102.0,18.0,120.0,209.0,41.0,260.0,17.0,4.0,70.0,2.0
"Apply relevant laws, regulations, policies, or precedents to reach conclusions.",apply relevant laws regulations policies or precedents to reach conclusions,Make decisions in legal cases.,Make legal decisions.,Making Decisions and Solving Problems,"Arbitrators, Mediators, and Conciliators",arbitrators mediators and conciliators,23-1022.00,"Arbitrators, Mediators, and Conciliators",23-1022,23-1022.00,"Judges, Magistrates, and Other Judicial Workers","Lawyers, Judges, and Related Workers",Legal Occupations,2026-05-31,0.0904570114360276,4.69006198760248,False,0.7990246153846153,4.63,100.0,0.436192342304231,0.7,E0,E2,75530.0,76810.0,75530.0,82150.0,75530.0,97680.0,82590.0,75530.0,75530.0,110300.0,75530.0,75530.0,75530.0,75530.0,162410.0,57390.0,75530.0,64970.0,75530.0,46100.0,75530.0,58890.0,75530.0,76270.0,75530.0,75530.0,75530.0,64980.0,75530.0,75530.0,75530.0,75530.0,110180.0,70800.0,75320.0,75530.0,68790.0,36780.0,75530.0,67890.0,63770.0,58990.0,75530.0,62140.0,50940.0,75530.0,75530.0,79530.0,75530.0,75530.0,75530.0,75530.0,75530.0,50960.0,75530.0,9210.0,40.0,19.0,160.0,77.0,1072.0,30.0,100.0,29.0,150.0,584.0,288.0,37.0,50.0,80.0,60.0,92.0,40.0,118.0,80.0,38.0,80.0,214.0,190.0,174.0,68.0,70.0,40.0,60.0,91.0,40.0,252.0,40.0,1050.0,100.0,25.0,130.0,100.0,116.0,310.0,29.0,70.0,27.0,50.0,828.0,102.0,18.0,120.0,209.0,41.0,260.0,17.0,4.0,70.0,2.0
"Apply story development, directing, cinematography, and editing to animation to create storyboards that show the flow of the animation and map out key scenes and characters.",apply story development directing cinematography and editing to animation to create storyboards that show the flow of the animation and map out key scenes and characters,Prepare production storyboards.,Create visual designs or displays.,Thinking Creatively,Multimedia Artists and Animators,multimedia artists and animators,27-1014.00,Special Effects Artists and Animators,27-1014,27-1014.00,Artists and Related Workers,Art and Design Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0113071264295034,4.782878287828783,False,0.8835753846153847,3.61,81.79,0.3266377173375669,0.5,E2,E2,102030.0,102030.0,102030.0,89650.0,102030.0,130540.0,91290.0,102030.0,102030.0,102030.0,85870.0,81390.0,102030.0,102030.0,81180.0,75250.0,47530.0,62720.0,50970.0,102030.0,102030.0,85830.0,80640.0,86630.0,64990.0,102030.0,65470.0,102030.0,50830.0,97350.0,102030.0,102030.0,54000.0,96770.0,88350.0,102030.0,67000.0,66980.0,102030.0,71760.0,80040.0,102030.0,102030.0,83080.0,78930.0,88210.0,102030.0,81510.0,133480.0,60940.0,64890.0,102030.0,102030.0,102030.0,102030.0,19970.0,110.0,42.0,190.0,166.0,7410.0,210.0,216.0,62.0,90.0,1530.0,350.0,80.0,109.0,630.0,300.0,199.0,183.0,40.0,247.0,82.0,170.0,464.0,230.0,30.0,148.0,80.0,65.0,90.0,370.0,87.0,320.0,80.0,1540.0,370.0,55.0,200.0,218.0,870.0,300.0,64.0,294.0,58.0,90.0,1795.0,320.0,39.0,380.0,1130.0,40.0,210.0,36.0,8.0,120.0,4.0
"Apply theoretical expertise and innovation to create or apply new technology, such as adapting principles for applying computers to new uses.",apply theoretical expertise and innovation to create or apply new technology such as adapting principles for applying computers to new uses,Apply information technology to solve business or other applied problems.,Design computer or information systems or applications.,Thinking Creatively,Computer and Information Research Scientists,computer and information research scientists,15-1111.00,Computer and Information Research Scientists,15-1221,15-1221.00,Computer and Information Research Scientists,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.389359129383313,False,1.7450307692307692,3.89,83.84,1.7344851993266766,1.314044304064495,E2,E1,140300.0,117870.0,140300.0,129760.0,140300.0,159100.0,133160.0,131650.0,140300.0,144190.0,119810.0,92250.0,134350.0,140300.0,136540.0,85460.0,140300.0,140300.0,140300.0,115210.0,140300.0,145310.0,170510.0,82590.0,135850.0,109050.0,127820.0,140300.0,140300.0,134310.0,136160.0,140840.0,165690.0,181990.0,128370.0,140300.0,135510.0,93100.0,206220.0,130300.0,121470.0,126980.0,140300.0,108830.0,121210.0,94700.0,140300.0,157390.0,202400.0,140300.0,140300.0,140300.0,140300.0,140300.0,140300.0,37200.0,570.0,77.0,360.0,310.0,8440.0,400.0,403.0,115.0,330.0,1070.0,810.0,70.0,70.0,630.0,720.0,371.0,342.0,475.0,140.0,152.0,2870.0,1760.0,530.0,30.0,300.0,230.0,122.0,243.0,80.0,90.0,1580.0,490.0,1950.0,600.0,102.0,280.0,590.0,730.0,330.0,500.0,430.0,109.0,779.0,1960.0,1250.0,72.0,3590.0,2050.0,167.0,699.0,67.0,16.0,223.0,8.0
Appraise and inventory real and personal property for estate planning.,appraise and inventory real and personal property for estate planning,Evaluate condition of properties.,"Evaluate condition of financial assets, property, or other resources.","Judging the Qualities of Objects, Services, or People",Paralegals and Legal Assistants,paralegals and legal assistants,23-2011.00,Paralegals and Legal Assistants,23-2011,23-2011.00,Paralegals and Legal Assistants,Legal Support Workers,Legal Occupations,2026-05-31,0.0030529241359659,5.0,True,0.4631249999999999,2.9,27.59,0.0607200430757963,0.3,E2,E2,62890.0,47260.0,68700.0,61630.0,47420.0,77390.0,78190.0,63820.0,63110.0,89750.0,61000.0,62400.0,62840.0,49690.0,63670.0,57030.0,54550.0,55000.0,59830.0,60250.0,62420.0,65640.0,77640.0,62170.0,75570.0,46180.0,61410.0,57290.0,63250.0,64680.0,62040.0,71500.0,59840.0,68410.0,57500.0,59430.0,60420.0,53170.0,61490.0,63370.0,56250.0,53880.0,58320.0,58820.0,62310.0,63220.0,67160.0,63990.0,79400.0,59000.0,58500.0,49490.0,37920.0,38770.0,52140.0,392880.0,5700.0,570.0,7890.0,1610.0,47130.0,5620.0,5210.0,2480.0,6400.0,40950.0,14160.0,1170.0,2030.0,14130.0,5910.0,2980.0,2210.0,3540.0,4890.0,1210.0,6460.0,7800.0,7730.0,7400.0,2270.0,7130.0,1010.0,1630.0,3620.0,1430.0,12010.0,1740.0,34220.0,13650.0,730.0,9270.0,3110.0,4870.0,14670.0,2070.0,7420.0,600.0,6080.0,29540.0,3250.0,660.0,10250.0,9460.0,1660.0,4780.0,600.0,110.0,1110.0,90.0
Appraise and inventory real and personal property for estate planning.,appraise and inventory real and personal property for estate planning,Appraise property values.,"Evaluate condition of financial assets, property, or other resources.","Judging the Qualities of Objects, Services, or People",Paralegals and Legal Assistants,paralegals and legal assistants,23-2011.00,Paralegals and Legal Assistants,23-2011,23-2011.00,Paralegals and Legal Assistants,Legal Support Workers,Legal Occupations,2026-05-31,0.0030529241359659,5.0,True,0.4631249999999999,2.9,27.59,0.0607200430757963,0.3,E2,E2,62890.0,47260.0,68700.0,61630.0,47420.0,77390.0,78190.0,63820.0,63110.0,89750.0,61000.0,62400.0,62840.0,49690.0,63670.0,57030.0,54550.0,55000.0,59830.0,60250.0,62420.0,65640.0,77640.0,62170.0,75570.0,46180.0,61410.0,57290.0,63250.0,64680.0,62040.0,71500.0,59840.0,68410.0,57500.0,59430.0,60420.0,53170.0,61490.0,63370.0,56250.0,53880.0,58320.0,58820.0,62310.0,63220.0,67160.0,63990.0,79400.0,59000.0,58500.0,49490.0,37920.0,38770.0,52140.0,392880.0,5700.0,570.0,7890.0,1610.0,47130.0,5620.0,5210.0,2480.0,6400.0,40950.0,14160.0,1170.0,2030.0,14130.0,5910.0,2980.0,2210.0,3540.0,4890.0,1210.0,6460.0,7800.0,7730.0,7400.0,2270.0,7130.0,1010.0,1630.0,3620.0,1430.0,12010.0,1740.0,34220.0,13650.0,730.0,9270.0,3110.0,4870.0,14670.0,2070.0,7420.0,600.0,6080.0,29540.0,3250.0,660.0,10250.0,9460.0,1660.0,4780.0,600.0,110.0,1110.0,90.0
Appraise and inventory real and personal property for estate planning.,appraise and inventory real and personal property for estate planning,Inventory materials or equipment.,Monitor resources or inventories.,Monitoring and Controlling Resources,Paralegals and Legal Assistants,paralegals and legal assistants,23-2011.00,Paralegals and Legal Assistants,23-2011,23-2011.00,Paralegals and Legal Assistants,Legal Support Workers,Legal Occupations,2026-05-31,0.0030529241359659,5.0,True,0.4631249999999999,2.9,27.59,0.0607200430757963,0.3,E2,E2,62890.0,47260.0,68700.0,61630.0,47420.0,77390.0,78190.0,63820.0,63110.0,89750.0,61000.0,62400.0,62840.0,49690.0,63670.0,57030.0,54550.0,55000.0,59830.0,60250.0,62420.0,65640.0,77640.0,62170.0,75570.0,46180.0,61410.0,57290.0,63250.0,64680.0,62040.0,71500.0,59840.0,68410.0,57500.0,59430.0,60420.0,53170.0,61490.0,63370.0,56250.0,53880.0,58320.0,58820.0,62310.0,63220.0,67160.0,63990.0,79400.0,59000.0,58500.0,49490.0,37920.0,38770.0,52140.0,392880.0,5700.0,570.0,7890.0,1610.0,47130.0,5620.0,5210.0,2480.0,6400.0,40950.0,14160.0,1170.0,2030.0,14130.0,5910.0,2980.0,2210.0,3540.0,4890.0,1210.0,6460.0,7800.0,7730.0,7400.0,2270.0,7130.0,1010.0,1630.0,3620.0,1430.0,12010.0,1740.0,34220.0,13650.0,730.0,9270.0,3110.0,4870.0,14670.0,2070.0,7420.0,600.0,6080.0,29540.0,3250.0,660.0,10250.0,9460.0,1660.0,4780.0,600.0,110.0,1110.0,90.0
"Appraise property values, assessing income potential when relevant.",appraise property values assessing income potential when relevant,Appraise property values.,"Evaluate condition of financial assets, property, or other resources.","Judging the Qualities of Objects, Services, or People",Real Estate Brokers,real estate brokers,41-9021.00,Real Estate Brokers,41-9021,41-9021.00,Real Estate Brokers and Sales Agents,Other Sales and Related Workers,Sales and Related Occupations,2026-05-31,0.0030529241359659,4.954521693674857,False,0.280256923076923,3.28,76.57,0.158730593677058,0.8999999999999999,E0,E2,73220.0,82630.0,65820.0,74260.0,73800.0,80450.0,79970.0,105800.0,68690.0,73220.0,66010.0,73220.0,74310.0,57660.0,62540.0,75000.0,50140.0,69990.0,73220.0,73220.0,55280.0,81550.0,73220.0,82510.0,39850.0,41690.0,62280.0,63240.0,73220.0,73220.0,51490.0,111390.0,80340.0,73220.0,52830.0,73300.0,64510.0,73220.0,63070.0,73220.0,73220.0,73220.0,73220.0,60150.0,63390.0,92830.0,76920.0,77270.0,82790.0,58960.0,73220.0,73220.0,73220.0,73220.0,73220.0,46100.0,460.0,100.0,3790.0,120.0,8430.0,3280.0,500.0,100.0,207.0,3640.0,1440.0,160.0,380.0,990.0,740.0,459.0,290.0,150.0,570.0,189.0,430.0,1071.0,1150.0,869.0,60.0,1980.0,400.0,302.0,457.0,120.0,1290.0,257.0,2853.0,1560.0,80.0,1635.0,503.0,1670.0,1200.0,148.0,760.0,135.0,540.0,2040.0,511.0,80.0,1500.0,1046.0,140.0,440.0,83.0,20.0,276.0,9.0
"Archive documents, conduct research, and read copy, using the internet and various computer programs.",archive documents conduct research and read copy using the internet and various computer programs,Search information sources to find specific data.,Gather information from physical or electronic sources.,Getting Information,Proofreaders and Copy Markers,proofreaders and copy markers,43-9081.00,Proofreaders and Copy Markers,43-9081,43-9081.00,Proofreaders and Copy Markers,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.3052924135965933,4.916159155501421,False,2.4142773076923074,3.87,77.8,1.3735628518911782,0.8264324641996014,E2,E1,51120.0,51120.0,51120.0,51120.0,51120.0,57490.0,51120.0,51120.0,51120.0,68120.0,35610.0,49200.0,51120.0,51120.0,50060.0,40920.0,44680.0,51160.0,46380.0,51120.0,51120.0,53920.0,57160.0,35530.0,49450.0,51120.0,52920.0,51120.0,51120.0,51120.0,51120.0,56700.0,51120.0,59740.0,46140.0,51120.0,55560.0,51120.0,51120.0,47510.0,51120.0,42900.0,51120.0,51120.0,41990.0,42840.0,51120.0,48090.0,53890.0,36730.0,43630.0,51120.0,51120.0,51120.0,51120.0,4580.0,62.0,10.0,95.0,38.0,300.0,120.0,70.0,14.0,50.0,200.0,143.0,18.0,25.0,300.0,80.0,110.0,90.0,70.0,57.0,19.0,81.0,190.0,140.0,86.0,34.0,110.0,15.0,30.0,45.0,20.0,160.0,25.0,1030.0,70.0,13.0,100.0,40.0,58.0,230.0,15.0,40.0,13.0,96.0,200.0,51.0,9.0,90.0,60.0,50.0,60.0,8.0,2.0,27.0,1.0
"Archive documents, conduct research, and read copy, using the internet and various computer programs.",archive documents conduct research and read copy using the internet and various computer programs,File documents or records.,Perform administrative or clerical activities.,Performing Administrative Activities,Proofreaders and Copy Markers,proofreaders and copy markers,43-9081.00,Proofreaders and Copy Markers,43-9081,43-9081.00,Proofreaders and Copy Markers,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.3052924135965933,4.916159155501421,False,2.4142773076923074,3.87,77.8,1.3735628518911782,0.8264324641996014,E2,E1,51120.0,51120.0,51120.0,51120.0,51120.0,57490.0,51120.0,51120.0,51120.0,68120.0,35610.0,49200.0,51120.0,51120.0,50060.0,40920.0,44680.0,51160.0,46380.0,51120.0,51120.0,53920.0,57160.0,35530.0,49450.0,51120.0,52920.0,51120.0,51120.0,51120.0,51120.0,56700.0,51120.0,59740.0,46140.0,51120.0,55560.0,51120.0,51120.0,47510.0,51120.0,42900.0,51120.0,51120.0,41990.0,42840.0,51120.0,48090.0,53890.0,36730.0,43630.0,51120.0,51120.0,51120.0,51120.0,4580.0,62.0,10.0,95.0,38.0,300.0,120.0,70.0,14.0,50.0,200.0,143.0,18.0,25.0,300.0,80.0,110.0,90.0,70.0,57.0,19.0,81.0,190.0,140.0,86.0,34.0,110.0,15.0,30.0,45.0,20.0,160.0,25.0,1030.0,70.0,13.0,100.0,40.0,58.0,230.0,15.0,40.0,13.0,96.0,200.0,51.0,9.0,90.0,60.0,50.0,60.0,8.0,2.0,27.0,1.0
Arrange and edit music to fit style and purpose.,arrange and edit music to fit style and purpose,"Create musical compositions, arrangements or scores.",Create artistic designs or performances.,Thinking Creatively,Musicians and Singers,musicians and singers,27-2042.00,Musicians and Singers,27-2042,27-2042.00,"Musicians, Singers, and Related Workers","Entertainers and Performers, Sports and Related Workers","Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.5834,False,0.138131923076923,3.19,53.63,0.0783551004908239,1.0,E0,E1,99424.0,49483.2,99424.0,99424.0,99424.0,91166.4,96241.6,105560.0,99424.0,99424.0,104977.6,99424.0,109387.2,99424.0,110489.6,83033.6,74152.0,59571.2,99424.0,99424.0,74380.8,81057.59999999999,80953.6,76190.40000000001,111571.2,99424.0,81577.59999999999,97427.2,99424.0,136156.8,99424.0,99424.0,93891.2,99424.0,120556.8,99424.0,69388.8,99424.0,99424.0,99424.0,99424.0,40081.6,99424.0,99424.0,69867.20000000001,45718.4,45385.6,105248.0,96824.0,99424.0,76148.8,99424.0,99424.0,99424.0,99424.0,36180.0,190.0,75.0,410.0,110.0,6840.0,420.0,520.0,112.0,200.0,2130.0,540.0,740.0,198.0,1300.0,400.0,250.0,260.0,130.0,150.0,30.0,570.0,680.0,1340.0,540.0,80.0,620.0,260.0,237.0,260.0,158.0,570.0,60.0,5470.0,750.0,99.0,1760.0,280.0,1310.0,1160.0,116.0,330.0,106.0,1860.0,1430.0,230.0,30.0,400.0,750.0,162.0,380.0,65.0,15.0,90.0,7.0
"Arrange for debt repayment or establish repayment schedules, based on customers' financial situations.",arrange for debt repayment or establish repayment schedules based on customers financial situations,Negotiate financial arrangements.,Negotiate contracts or agreements.,Resolving Conflicts and Negotiating with Others,Bill and Account Collectors,bill and account collectors,43-3011.00,Bill and Account Collectors,43-3011,43-3011.00,Bill and Account Collectors,Financial Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.678642924876199,False,2.974962307692308,4.45,96.34,1.245700128109522,0.5,E0,E2,47030.0,40330.0,60810.0,47740.0,39110.0,57930.0,50090.0,57930.0,46680.0,62230.0,46410.0,46300.0,53570.0,41880.0,48140.0,45240.0,46000.0,45760.0,48330.0,39130.0,48890.0,50010.0,59800.0,47130.0,49580.0,37680.0,41760.0,45420.0,43210.0,48750.0,44450.0,52510.0,46560.0,47170.0,42910.0,46660.0,46230.0,44820.0,50880.0,46660.0,52000.0,43140.0,46620.0,40920.0,45710.0,45240.0,57630.0,43770.0,48460.0,43960.0,49090.0,42110.0,37320.0,25570.0,47030.0,158830.0,2090.0,310.0,6300.0,850.0,13880.0,1670.0,900.0,990.0,240.0,13180.0,5280.0,180.0,510.0,5080.0,2690.0,830.0,1350.0,1740.0,1690.0,410.0,2090.0,2510.0,2990.0,2860.0,1150.0,3770.0,640.0,730.0,2350.0,1120.0,3310.0,440.0,8800.0,5460.0,270.0,6620.0,1740.0,830.0,6680.0,370.0,4430.0,1120.0,3890.0,21720.0,2430.0,80.0,4590.0,2260.0,670.0,2570.0,180.0,70.0,2850.0,33.0
"Arrange telephone answering services, deliver mail and packages, or answer questions regarding locations for eating and entertainment.",arrange telephone answering services deliver mail and packages or answer questions regarding locations for eating and entertainment,"Provide basic information to guests, visitors, or clients.","Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,Lodging Managers,lodging managers,11-9081.00,Lodging Managers,11-9081,11-9081.00,Lodging Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.721478793377183,True,1.5082153846153843,3.54,83.77,0.0997756500862411,0.1,E1,E2,69250.0,69420.0,80060.0,77670.0,45870.0,76950.0,91750.0,76940.0,73850.0,75610.0,69120.0,61060.0,114070.0,65390.0,61530.0,67070.0,59680.0,64220.0,59440.0,63000.0,62400.0,73260.0,97350.0,58970.0,78890.0,62550.0,46880.0,66580.0,67990.0,78110.0,79210.0,107720.0,67320.0,79460.0,63860.0,62770.0,48690.0,50740.0,63220.0,60980.0,106630.0,62990.0,61920.0,63050.0,62000.0,67060.0,81440.0,66990.0,101350.0,72800.0,73590.0,61190.0,69250.0,43860.0,69250.0,42620.0,570.0,89.0,680.0,480.0,5070.0,1100.0,210.0,130.0,260.0,4790.0,1580.0,200.0,70.0,740.0,570.0,410.0,300.0,545.0,380.0,740.0,440.0,990.0,1199.0,250.0,290.0,170.0,670.0,330.0,490.0,90.0,450.0,370.0,2880.0,1460.0,270.0,1490.0,440.0,1170.0,1651.0,110.0,640.0,310.0,610.0,3900.0,473.0,210.0,1119.0,450.0,180.0,1130.0,420.0,18.0,110.0,9.0
"Arrange tours, taxis, or restaurant reservations for customers.",arrange tours taxis or restaurant reservations for customers,"Make travel, accommodations, or entertainment arrangements for others.","Provide general assistance to others, such as customers, patrons, or motorists.",Assisting and Caring for Others,"Hotel, Motel, and Resort Desk Clerks",hotel motel and resort desk clerks,43-4081.00,"Hotel, Motel, and Resort Desk Clerks",43-4081,43-4081.00,"Hotel, Motel, and Resort Desk Clerks",Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.840878201777313,False,1.6078457692307693,3.86,87.1,0.1140109164275942,0.1,E0,E2,35070.0,28050.0,37500.0,35880.0,28300.0,39360.0,36750.0,37000.0,35730.0,47060.0,35030.0,29130.0,59110.0,33870.0,35410.0,33280.0,30590.0,29750.0,29970.0,27420.0,37380.0,35860.0,39400.0,33870.0,36320.0,27300.0,34560.0,35330.0,31490.0,38900.0,37300.0,38110.0,29300.0,38590.0,29900.0,34530.0,30630.0,27630.0,37020.0,31330.0,37840.0,30020.0,30550.0,30160.0,29630.0,36250.0,44940.0,33270.0,40460.0,26830.0,35360.0,35050.0,35070.0,23330.0,34020.0,261420.0,3910.0,820.0,5540.0,2420.0,27810.0,5520.0,1490.0,740.0,1170.0,23580.0,9490.0,2810.0,2130.0,6390.0,4640.0,2790.0,1900.0,3890.0,4110.0,1510.0,4020.0,4530.0,6300.0,4430.0,3050.0,4400.0,2660.0,1650.0,5040.0,850.0,5000.0,2940.0,10130.0,7530.0,1390.0,6320.0,3090.0,4080.0,7880.0,530.0,5910.0,1760.0,6930.0,23690.0,4120.0,580.0,6560.0,5630.0,1730.0,5100.0,950.0,111.0,1230.0,240.0
Ask questions that will help clients identify their feelings and behaviors.,ask questions that will help clients identify their feelings and behaviors,Counsel clients or patients regarding personal issues.,Counsel others about personal matters.,Providing Consultation and Advice to Others,Marriage and Family Therapists,marriage and family therapists,21-1013.00,Marriage and Family Therapists,21-1013,21-1013.00,Counselors,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0452285057180138,3.7611544203018736,False,5.808520000000001,4.74,99.12,0.4857613005551151,0.1,E1,E0,66940.0,49990.0,60010.0,65290.0,64340.0,67300.0,60700.0,86250.0,76580.0,66940.0,56400.0,91550.0,141960.0,62700.0,60970.0,56810.0,67180.0,68710.0,52420.0,66940.0,71680.0,69900.0,67370.0,52270.0,72470.0,51440.0,60440.0,46960.0,62610.0,66940.0,60030.0,92150.0,70630.0,64430.0,48100.0,66940.0,70240.0,57670.0,91520.0,66040.0,66940.0,55430.0,44870.0,46700.0,46300.0,84980.0,62780.0,79900.0,60000.0,55700.0,37870.0,66940.0,66940.0,66940.0,66940.0,66740.0,190.0,60.0,1381.0,80.0,34970.0,900.0,260.0,400.0,299.0,930.0,2085.0,220.0,140.0,860.0,510.0,240.0,190.0,330.0,825.0,180.0,460.0,600.0,590.0,4870.0,140.0,390.0,100.0,260.0,662.0,70.0,4040.0,160.0,770.0,1400.0,183.0,460.0,728.0,850.0,2350.0,214.0,380.0,80.0,1440.0,1380.0,2390.0,130.0,930.0,1514.0,90.0,180.0,120.0,28.0,400.0,14.0
"Assemble sets of assumptions, and explore the consequences of each set.",assemble sets of assumptions and explore the consequences of each set,Analyze data to identify trends or relationships among variables.,Analyze scientific or applied data using mathematical principles.,Analyzing Data or Information,Mathematicians,mathematicians,15-2021.00,Mathematicians,15-2021,15-2021.00,Mathematicians,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0452285057180138,4.830207703165962,False,0.8176923076923077,4.0,100.0,0.2127735742518352,0.3,E2,E1,126710.0,126710.0,126710.0,126710.0,126710.0,126710.0,86020.0,126710.0,126710.0,126710.0,126710.0,126710.0,126710.0,126710.0,130970.0,88050.0,126710.0,126710.0,126710.0,126710.0,126710.0,131810.0,104190.0,65510.0,126710.0,126710.0,126710.0,126710.0,126710.0,102890.0,126710.0,126710.0,126710.0,126950.0,126710.0,126710.0,126710.0,126710.0,126710.0,126710.0,109260.0,126710.0,126710.0,126710.0,126710.0,126710.0,126710.0,148030.0,162280.0,126710.0,126710.0,126710.0,126710.0,126710.0,126710.0,2030.0,27.0,4.0,42.0,17.0,250.0,60.0,22.0,6.0,9.0,129.0,63.0,8.0,11.0,60.0,40.0,20.0,19.0,26.0,25.0,8.0,160.0,40.0,90.0,38.0,15.0,38.0,7.0,13.0,70.0,9.0,70.0,11.0,150.0,64.0,6.0,72.0,22.0,26.0,79.0,100.0,30.0,6.0,43.0,182.0,23.0,4.0,400.0,100.0,9.0,38.0,4.0,1.0,12.0,0.0
"Assess client functioning levels, strengths, and areas of need in terms of perceptual, sensory, affective, communicative, musical, physical, cognitive, social, spiritual, or other abilities.",assess client functioning levels strengths and areas of need in terms of perceptual sensory affective communicative musical physical cognitive social spiritual or other abilities,"Evaluate patient functioning, capabilities, or health.",Evaluate patient or client condition or treatment options.,"Judging the Qualities of Objects, Services, or People",Music Therapists,music therapists,29-1125.02,Music Therapists,29-1129,29-1129.02,Therapists,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.8096000000000005,False,2.4387692307692306,4.58,96.15,0.1896966779008185,0.1,E0,E0,77930.0,68270.0,77930.0,63750.0,61920.0,81760.0,65080.0,47300.0,90120.0,127010.0,64600.0,59380.0,99560.0,77930.0,116200.0,61720.0,77930.0,76740.0,75060.0,64530.0,77930.0,49400.0,69050.0,57970.0,75360.0,44280.0,60990.0,77930.0,86900.0,38260.0,69040.0,100250.0,77930.0,77980.0,60400.0,77930.0,70700.0,60090.0,81860.0,62310.0,86400.0,90980.0,77930.0,56690.0,74750.0,61770.0,77930.0,70890.0,98550.0,67580.0,59420.0,77930.0,77930.0,77930.0,77930.0,11940.0,32.0,25.0,380.0,485.0,886.0,169.0,538.0,32.0,84.0,464.0,1023.0,42.0,65.0,1118.0,369.0,119.0,179.0,200.0,728.0,49.0,1382.0,179.0,338.0,527.0,148.0,359.0,39.0,42.0,118.0,105.0,7478.0,66.0,1171.0,559.0,33.0,570.0,130.0,179.0,749.0,95.0,74.0,35.0,222.0,1392.0,74.0,23.0,443.0,271.0,54.0,295.0,21.0,5.0,72.0,2.0
"Assess clients' overall financial situations by reviewing income, assets, debts, expenses, credit reports, or other financial information.",assess clients overall financial situations by reviewing income assets debts expenses credit reports or other financial information,Assess financial status of clients.,"Evaluate condition of financial assets, property, or other resources.","Judging the Qualities of Objects, Services, or People",Credit Counselors,credit counselors,13-2071.00,Credit Counselors,13-2071,13-2071.00,Credit Counselors and Loan Officers,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.955200823892894,False,4.235938461538462,4.72,100.0,0.3530642519685039,0.1,E2,E2,52230.0,48120.0,52230.0,51480.0,45060.0,67120.0,57130.0,54710.0,52840.0,63580.0,46300.0,64080.0,52230.0,51130.0,51930.0,48180.0,48130.0,52230.0,48150.0,47250.0,55490.0,60450.0,63240.0,52160.0,62160.0,45990.0,30580.0,52230.0,62510.0,55480.0,58830.0,57180.0,50390.0,63030.0,46180.0,52220.0,51160.0,46950.0,59150.0,58330.0,58480.0,53190.0,48890.0,38730.0,48220.0,51330.0,52230.0,51550.0,62360.0,45860.0,52140.0,42580.0,52230.0,50010.0,52230.0,27770.0,375.0,58.0,980.0,50.0,2160.0,360.0,100.0,40.0,110.0,2410.0,460.0,111.0,90.0,1170.0,740.0,440.0,255.0,220.0,130.0,170.0,350.0,770.0,1260.0,580.0,210.0,521.0,91.0,260.0,170.0,170.0,530.0,200.0,2020.0,320.0,30.0,890.0,230.0,280.0,1110.0,130.0,250.0,81.0,950.0,3950.0,190.0,54.0,760.0,560.0,150.0,770.0,40.0,12.0,167.0,6.0
"Assess cost effectiveness of products, projects or services, tracking actual costs relative to bids as the project develops.",assess cost effectiveness of products projects or services tracking actual costs relative to bids as the project develops,Monitor financial indicators.,Monitor financial data or activities.,"Monitoring Processes, Materials, or Surroundings",Cost Estimators,cost estimators,13-1051.00,Cost Estimators,13-1051,13-1051.00,Cost Estimators,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0226142528590069,4.943571140669086,False,0.2336584615384615,4.1,95.45,0.078003586665554,0.5,E2,E2,78740.0,74990.0,97020.0,77010.0,61470.0,85460.0,86940.0,81030.0,79290.0,82730.0,74990.0,76800.0,80360.0,79700.0,82750.0,73430.0,76040.0,76250.0,74880.0,77030.0,74080.0,81190.0,100840.0,77990.0,80810.0,71230.0,76020.0,77320.0,73100.0,82200.0,79560.0,80570.0,67590.0,80430.0,74730.0,73280.0,77730.0,67800.0,80460.0,78480.0,81990.0,70260.0,74950.0,75650.0,76980.0,79610.0,81390.0,80530.0,86070.0,77480.0,76270.0,90790.0,63350.0,47130.0,78740.0,224220.0,3000.0,220.0,5760.0,1400.0,26020.0,6100.0,2350.0,730.0,270.0,13720.0,6010.0,1040.0,1600.0,5990.0,4810.0,1870.0,2250.0,1960.0,2680.0,760.0,4580.0,4520.0,6960.0,4310.0,1280.0,6580.0,1230.0,1330.0,2240.0,980.0,5240.0,900.0,11980.0,8030.0,730.0,8100.0,1860.0,2940.0,9420.0,590.0,2880.0,1030.0,4340.0,20760.0,2800.0,320.0,5840.0,7470.0,830.0,5150.0,440.0,70.0,560.0,46.0
"Assess cost effectiveness of products, projects or services, tracking actual costs relative to bids as the project develops.",assess cost effectiveness of products projects or services tracking actual costs relative to bids as the project develops,"Assess the cost effectiveness of products, projects, or services.","Evaluate the characteristics, usefulness, or performance of products or technologies.","Judging the Qualities of Objects, Services, or People",Cost Estimators,cost estimators,13-1051.00,Cost Estimators,13-1051,13-1051.00,Cost Estimators,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0226142528590069,4.943571140669086,False,0.2336584615384615,4.1,95.45,0.078003586665554,0.5,E2,E2,78740.0,74990.0,97020.0,77010.0,61470.0,85460.0,86940.0,81030.0,79290.0,82730.0,74990.0,76800.0,80360.0,79700.0,82750.0,73430.0,76040.0,76250.0,74880.0,77030.0,74080.0,81190.0,100840.0,77990.0,80810.0,71230.0,76020.0,77320.0,73100.0,82200.0,79560.0,80570.0,67590.0,80430.0,74730.0,73280.0,77730.0,67800.0,80460.0,78480.0,81990.0,70260.0,74950.0,75650.0,76980.0,79610.0,81390.0,80530.0,86070.0,77480.0,76270.0,90790.0,63350.0,47130.0,78740.0,224220.0,3000.0,220.0,5760.0,1400.0,26020.0,6100.0,2350.0,730.0,270.0,13720.0,6010.0,1040.0,1600.0,5990.0,4810.0,1870.0,2250.0,1960.0,2680.0,760.0,4580.0,4520.0,6960.0,4310.0,1280.0,6580.0,1230.0,1330.0,2240.0,980.0,5240.0,900.0,11980.0,8030.0,730.0,8100.0,1860.0,2940.0,9420.0,590.0,2880.0,1030.0,4340.0,20760.0,2800.0,320.0,5840.0,7470.0,830.0,5150.0,440.0,70.0,560.0,46.0
"Assess current or future customer needs and priorities by communicating directly with customers, conducting surveys, or other methods.",assess current or future customer needs and priorities by communicating directly with customers conducting surveys or other methods,Collect data about customer needs.,Collect data about consumer needs or opinions.,Getting Information,Information Technology Project Managers,information technology project managers,15-1199.09,Information Technology Project Managers,15-1299,15-1299.09,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.767859353720441,False,1.03722,4.2,100.0,0.3407856247586436,0.4,E2,E2,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,45756.0,1658.0,448.0,5510.0,706.0,50541.0,7441.0,1955.0,860.0,10846.0,13709.999999999998,13009.0,1312.0,656.0,7037.0,2106.0,2428.0,845.0,1850.0,3166.0,900.0,12019.0,3891.0,4692.0,2636.0,914.0,14340.000000000002,341.0,1438.0,1646.0,612.0,7573.0,1040.0,11460.0,9515.0,460.0,6150.0,2094.0,1545.0,14580.0,523.0,2711.0,240.0,6892.0,35956.0,4212.0,832.0,10720.0,9055.0,2131.0,2951.0,107.0,177.0,555.0,25.0
"Assess effectiveness and efficiency of instruction according to ease of instructional technology use and student learning, knowledge transfer, and satisfaction.",assess effectiveness and efficiency of instruction according to ease of instructional technology use and student learning knowledge transfer and satisfaction,Evaluate effectiveness of educational programs.,"Evaluate programs, practices, or processes.","Judging the Qualities of Objects, Services, or People",Instructional Coordinators,instructional coordinators,25-9031.00,Instructional Coordinators,25-9031,25-9031.00,Instructional Coordinators,Other Educational Instruction and Library Occupations,Educational Instruction and Library Occupations,2026-05-31,0.0030529241359659,4.5607106598984775,False,0.4572324556213017,3.8461538461538463,80.13153846153847,0.2333333333333333,1.9903218272022067,E2,E2,77440.0,69000.0,72320.0,62620.0,67100.0,97010.0,82160.0,96170.0,79290.0,105990.0,60790.0,81060.0,96080.0,63030.0,76050.0,66300.0,74970.0,64750.0,63640.0,63120.0,76700.0,102220.0,95320.0,79290.0,80550.0,61830.0,72080.0,60920.0,79150.0,67410.0,81210.0,96090.0,80870.0,80560.0,63340.0,75340.0,77760.0,63980.0,84620.0,75580.0,63110.0,65460.0,57910.0,74390.0,78710.0,65780.0,78360.0,83230.0,97250.0,69600.0,83000.0,76140.0,61750.0,35250.0,75040.0,227760.0,2040.0,550.0,6560.0,1300.0,20950.0,3400.0,1780.0,980.0,1220.0,18030.0,7830.000000000001,1130.0,1490.0,10330.0,2640.0,2760.0,1950.0,3380.0,2140.0,480.0,4350.0,6170.0,5680.0,3130.0,1840.0,3110.0,740.0,1370.0,1130.0,510.0,3770.0,510.0,18730.0,8260.0,650.0,3510.0,2540.0,2940.0,7540.0,1240.0,4370.0,500.0,4120.0,31970.0,3680.0,730.0,5830.0,4720.0,730.0,2130.0,290.0,110.0,1010.0,40.0
Assess employee performance.,assess employee performance,Evaluate employee performance.,Evaluate personnel capabilities or performance.,"Judging the Qualities of Objects, Services, or People",Industrial-Organizational Psychologists,industrialorganizational psychologists,19-3032.00,Industrial-Organizational Psychologists,19-3032,19-3032.00,Psychologists,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.3731351721736141,4.968379843404939,False,0.2045853846153846,4.0,100.0,0.0508783823529411,0.3,E2,E2,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,174980.0,193950.0,193950.0,193950.0,193950.0,193950.0,139520.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,790.0,11.0,2.0,16.0,7.0,92.0,15.0,9.0,2.0,4.0,50.0,25.0,3.0,4.0,31.0,16.0,8.0,7.0,10.0,10.0,3.0,14.0,18.0,22.0,15.0,6.0,15.0,3.0,5.0,8.0,3.0,22.0,4.0,49.0,25.0,2.0,28.0,9.0,60.0,31.0,3.0,12.0,2.0,17.0,40.0,9.0,2.0,21.0,18.0,4.0,15.0,1.0,0.0,5.0,0.0
Assess employee performance.,assess employee performance,"Evaluate performance of applicants, trainees, or employees.",Evaluate personnel capabilities or performance.,"Judging the Qualities of Objects, Services, or People",Industrial-Organizational Psychologists,industrialorganizational psychologists,19-3032.00,Industrial-Organizational Psychologists,19-3032,19-3032.00,Psychologists,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.3731351721736141,4.968379843404939,False,0.2045853846153846,4.0,100.0,0.0508783823529411,0.3,E2,E2,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,174980.0,193950.0,193950.0,193950.0,193950.0,193950.0,139520.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,790.0,11.0,2.0,16.0,7.0,92.0,15.0,9.0,2.0,4.0,50.0,25.0,3.0,4.0,31.0,16.0,8.0,7.0,10.0,10.0,3.0,14.0,18.0,22.0,15.0,6.0,15.0,3.0,5.0,8.0,3.0,22.0,4.0,49.0,25.0,2.0,28.0,9.0,60.0,31.0,3.0,12.0,2.0,17.0,40.0,9.0,2.0,21.0,18.0,4.0,15.0,1.0,0.0,5.0,0.0
Assess employee performance and suggest ways to improve work.,assess employee performance and suggest ways to improve work,Evaluate employee performance.,Evaluate personnel capabilities or performance.,"Judging the Qualities of Objects, Services, or People",Spa Managers,spa managers,39-1021.01,Spa Managers,11-9179,11-9179.02,Personal Service Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.949944606707625,False,1.0353511538461535,4.06,93.38,0.1572424054422553,0.2,E0,E2,69770.0,69770.0,69770.0,69770.0,69770.0,77840.0,83080.0,69770.0,69770.0,69770.0,61460.0,73720.0,88130.0,69770.0,63500.0,61300.0,69720.0,69770.0,69770.0,69770.0,69770.0,83990.0,69770.0,52840.0,69770.0,44600.0,69770.0,69770.0,58640.0,69770.0,69770.0,77350.0,69770.0,65150.0,73990.0,69770.0,58940.0,64810.0,64910.0,72640.0,69770.0,61100.0,69770.0,72360.0,61310.0,51500.0,99570.0,65800.0,75700.0,69770.0,104860.0,69770.0,69770.0,69770.0,69770.0,4851.0,66.0,10.0,100.0,41.0,1866.0,28.0,53.0,15.0,21.0,307.0,130.0,102.0,27.0,93.0,111.0,214.0,45.0,62.0,60.0,19.0,473.0,112.0,136.0,91.0,56.0,91.0,16.0,74.0,48.0,21.0,158.0,27.0,381.0,223.0,13.0,172.0,46.0,74.0,260.0,16.0,71.0,14.0,158.0,436.0,54.0,28.0,74.0,46.0,21.0,56.0,8.0,2.0,29.0,1.0
Assess nature and extent of illness or injury to establish and prioritize medical procedures.,assess nature and extent of illness or injury to establish and prioritize medical procedures,Analyze patient data to determine patient needs or treatment goals.,Analyze health or medical data.,Analyzing Data or Information,Emergency Medical Technicians and Paramedics,emergency medical technicians and paramedics,29-2041.00,Emergency Medical Technicians,29-2042,29-2042.00,Emergency Medical Technicians and Paramedics,Health Technologists and Technicians,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0015264620679829,4.93404383671828,True,1.4064191501240697,4.413548387096774,95.85129032258064,1.153736700564011,0.3875283115804566,E2,E0,52535.0,43175.0,64650.0,49050.0,43270.0,60485.0,54830.0,64060.0,55515.0,62600.0,50005.0,51605.0,73845.0,49610.0,51460.0,51530.0,50625.0,43400.0,43345.0,45960.0,54695.0,57380.0,58285.0,45975.0,62195.0,45630.0,50670.0,43515.0,48970.0,48420.0,55500.0,70120.0,46540.0,60800.0,50785.0,50995.0,45760.0,40480.0,62055.0,52155.0,57420.0,46960.0,42815.0,49010.0,47380.0,52175.0,52980.0,52950.0,78500.0,41410.0,51385.0,55555.0,52535.0,28785.0,49787.5,140560.0,1860.0,310.0,3085.0,1145.0,13535.0,2585.0,1595.0,645.0,230.0,6515.0,4755.0,350.0,610.0,5865.0,3420.0,1340.0,1270.0,2285.0,2245.0,790.0,2655.0,3205.0,3490.0,2425.0,1270.0,3050.0,580.0,515.0,1240.0,715.0,3330.0,1035.0,10475.0,6170.0,490.0,4580.0,2000.0,1590.0,7455.0,295.0,3130.0,440.0,3785.0,10590.0,1120.0,490.0,3225.0,2525.0,995.0,2960.0,315.0,60.0,1020.0,34.5
Assess nature and extent of illness or injury to establish and prioritize medical procedures.,assess nature and extent of illness or injury to establish and prioritize medical procedures,Analyze patient data to determine patient needs or treatment goals.,Analyze health or medical data.,Analyzing Data or Information,Emergency Medical Technicians and Paramedics,emergency medical technicians and paramedics,29-2041.00,Paramedics,29-2043,29-2043.00,Emergency Medical Technicians and Paramedics,Health Technologists and Technicians,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0015264620679829,4.93404383671828,True,1.4064191501240697,4.413548387096774,95.85129032258064,1.1037209093774605,0.3875283115804566,E2,E2,52535.0,43175.0,64650.0,49050.0,43270.0,60485.0,54830.0,64060.0,55515.0,62600.0,50005.0,51605.0,73845.0,49610.0,51460.0,51530.0,50625.0,43400.0,43345.0,45960.0,54695.0,57380.0,58285.0,45975.0,62195.0,45630.0,50670.0,43515.0,48970.0,48420.0,55500.0,70120.0,46540.0,60800.0,50785.0,50995.0,45760.0,40480.0,62055.0,52155.0,57420.0,46960.0,42815.0,49010.0,47380.0,52175.0,52980.0,52950.0,78500.0,41410.0,51385.0,55555.0,52535.0,28785.0,49787.5,140560.0,1860.0,310.0,3085.0,1145.0,13535.0,2585.0,1595.0,645.0,230.0,6515.0,4755.0,350.0,610.0,5865.0,3420.0,1340.0,1270.0,2285.0,2245.0,790.0,2655.0,3205.0,3490.0,2425.0,1270.0,3050.0,580.0,515.0,1240.0,715.0,3330.0,1035.0,10475.0,6170.0,490.0,4580.0,2000.0,1590.0,7455.0,295.0,3130.0,440.0,3785.0,10590.0,1120.0,490.0,3225.0,2525.0,995.0,2960.0,315.0,60.0,1020.0,34.5
"Assess nutritional needs, diet restrictions, and current health plans to develop and implement dietary-care plans and provide nutritional counseling.",assess nutritional needs diet restrictions and current health plans to develop and implement dietarycare plans and provide nutritional counseling,Analyze patient data to determine patient needs or treatment goals.,Analyze health or medical data.,Analyzing Data or Information,Dietitians and Nutritionists,dietitians and nutritionists,29-1031.00,Dietitians and Nutritionists,29-1031,29-1031.00,Dietitians and Nutritionists,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.816818318168183,False,3.207,4.62,100.0,2.027416229805592,0.7999999999999999,E2,E2,76400.0,66190.0,87980.0,64410.0,65540.0,98850.0,75510.0,80600.0,78060.0,82150.0,76050.0,73200.0,81920.0,71610.0,73520.0,66450.0,72690.0,66830.0,69520.0,70460.0,64610.0,77800.0,76660.0,66850.0,77540.0,63700.0,65450.0,71580.0,70160.0,69030.0,71840.0,84450.0,74730.0,82480.0,67560.0,70040.0,69530.0,69560.0,84180.0,67410.0,71300.0,69970.0,64890.0,67620.0,74440.0,65310.0,77450.0,77380.0,84220.0,89440.0,74930.0,64370.0,60260.0,47210.0,76400.0,77570.0,780.0,130.0,1800.0,650.0,8720.0,1640.0,860.0,290.0,270.0,4370.0,2020.0,370.0,420.0,2840.0,1670.0,630.0,580.0,1040.0,800.0,510.0,1430.0,2860.0,2370.0,1180.0,540.0,1700.0,230.0,570.0,560.0,440.0,2870.0,500.0,5330.0,2780.0,270.0,3060.0,1230.0,700.0,4270.0,360.0,950.0,210.0,1230.0,5320.0,1120.0,160.0,1510.0,1450.0,520.0,1330.0,120.0,40.0,560.0,16.0
"Assess patients' mental and physical status, based on the presenting symptoms and complaints.",assess patients mental and physical status based on the presenting symptoms and complaints,"Evaluate patient functioning, capabilities, or health.",Evaluate patient or client condition or treatment options.,"Judging the Qualities of Objects, Services, or People",Advanced Practice Psychiatric Nurses,advanced practice psychiatric nurses,29-1141.02,Advanced Practice Psychiatric Nurses,29-1141,29-1141.02,Registered Nurses,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.924263959390863,False,6.772499999999999,4.91,100.0,0.5817999999999999,0.1,E1,E2,97550.0,77080.0,109480.0,99500.0,78940.0,140270.0,100260.0,102740.0,99520.0,102540.0,84190.0,93550.0,136320.0,92460.0,95990.0,83500.0,78630.0,79320.0,81040.0,80230.0,86990.0,99790.0,104550.0,94300.0,101510.0,77090.0,81780.0,85280.0,84730.0,103670.0,99700.0,106500.0,94340.0,109440.0,84350.0,80730.0,82510.0,82920.0,129010.0,96430.0,100640.0,82360.0,78060.0,81500.0,95970.0,84600.0,97460.0,93600.0,124200.0,80130.0,95530.0,83760.0,97550.0,39880.0,84120.0,1062236.0,85394.0,11802.0,114954.0,46202.0,532639.0,85630.0,63032.0,22457.0,17978.0,361347.0,158641.0,20335.0,26527.0,218295.0,108401.0,54091.0,53116.0,79046.0,76956.0,25992.0,83147.0,138605.0,164927.0,110177.0,45667.0,119920.0,17208.0,38847.0,42540.0,24185.0,145645.0,28255.0,323427.0,174623.0,17821.0,225870.0,60141.0,62435.0,230254.0,15856.0,78181.0,23117.0,113461.0,426470.0,43090.0,11645.0,121774.0,108841.0,36820.0,106955.0,8376.0,1084.0,33425.0,739.0
"Assess patients' psychosocial status and needs, including areas such as sleep patterns, anxiety, grief, anger, and support systems.",assess patients psychosocial status and needs including areas such as sleep patterns anxiety grief anger and support systems,"Evaluate patient functioning, capabilities, or health.",Evaluate patient or client condition or treatment options.,"Judging the Qualities of Objects, Services, or People",Critical Care Nurses,critical care nurses,29-1141.03,Critical Care Nurses,29-1141,29-1141.03,Registered Nurses,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.900031502677727,False,1.84976,3.89,100.0,0.1478527852785279,0.1,E1,E2,97550.0,77080.0,109480.0,99500.0,78940.0,140270.0,100260.0,102740.0,99520.0,102540.0,84190.0,93550.0,136320.0,92460.0,95990.0,83500.0,78630.0,79320.0,81040.0,80230.0,86990.0,99790.0,104550.0,94300.0,101510.0,77090.0,81780.0,85280.0,84730.0,103670.0,99700.0,106500.0,94340.0,109440.0,84350.0,80730.0,82510.0,82920.0,129010.0,96430.0,100640.0,82360.0,78060.0,81500.0,95970.0,84600.0,97460.0,93600.0,124200.0,80130.0,95530.0,83760.0,97550.0,39880.0,84120.0,685664.0,55121.0,7618.0,74202.0,29823.0,343814.0,55274.0,40687.0,14495.0,11605.0,233247.0,102402.0,13126.0,17123.0,140908.0,69972.0,34915.0,34286.0,51023.0,49674.0,16778.0,53671.0,89468.0,106459.0,71118.0,29478.0,77407.0,11107.0,25075.0,27459.0,15611.0,94013.0,18239.0,208770.0,112718.0,11503.0,145797.0,38820.0,40301.0,148627.0,10235.0,50465.0,14922.0,73238.0,275282.0,27814.0,7517.0,78604.0,70256.0,23767.0,69039.0,5407.0,700.0,21576.0,477.0
Assess physical performance requirements to aid in the development of individualized recovery or rehabilitation exercise programs.,assess physical performance requirements to aid in the development of individualized recovery or rehabilitation exercise programs,"Evaluate patient functioning, capabilities, or health.",Evaluate patient or client condition or treatment options.,"Judging the Qualities of Objects, Services, or People",Exercise Physiologists,exercise physiologists,29-1128.00,Exercise Physiologists,29-1128,29-1128.00,Therapists,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.9412,False,2.5719,4.52,95.45,0.3872564470441083,0.2,E1,E2,59460.0,50820.0,59460.0,62350.0,48850.0,62440.0,63800.0,62510.0,57940.0,59460.0,60100.0,58170.0,59460.0,56750.0,60130.0,49740.0,56640.0,59090.0,51070.0,52450.0,59460.0,62220.0,65950.0,55080.0,67230.0,43060.0,52570.0,59460.0,59460.0,55240.0,63590.0,64680.0,59460.0,59940.0,52450.0,50430.0,51660.0,49190.0,71630.0,48040.0,59460.0,46550.0,51630.0,53570.0,56780.0,43850.0,59460.0,52400.0,81310.0,50270.0,63210.0,62070.0,59460.0,59460.0,59460.0,8560.0,70.0,18.0,220.0,40.0,640.0,370.0,100.0,90.0,38.0,330.0,210.0,34.0,40.0,300.0,310.0,50.0,60.0,60.0,40.0,35.0,90.0,180.0,570.0,250.0,30.0,160.0,28.0,56.0,85.0,50.0,130.0,48.0,360.0,370.0,50.0,340.0,80.0,80.0,640.0,27.0,230.0,30.0,140.0,520.0,220.0,17.0,240.0,160.0,60.0,340.0,15.0,4.0,51.0,2.0
"Assess project feasibility by analyzing technology, resource needs, or market demand.",assess project feasibility by analyzing technology resource needs or market demand,Analyze data to determine project feasibility.,Evaluate project feasibility.,"Judging the Qualities of Objects, Services, or People",Architectural and Engineering Managers,architectural and engineering managers,11-9041.00,Architectural and Engineering Managers,11-9041,11-9041.00,Architectural and Engineering Managers,Other Management Occupations,Management Occupations,2026-05-31,0.1130712642950345,4.962473731612128,False,0.6794061538461539,3.4,88.56,0.3976405812114651,0.8999999999999999,E2,E2,171270.0,162350.0,164260.0,167480.0,140600.0,210280.0,183810.0,175490.0,181190.0,185220.0,170740.0,161470.0,151670.0,162970.0,163610.0,155810.0,147320.0,160150.0,147680.0,162850.0,145720.0,172670.0,201430.0,166930.0,172130.0,142790.0,157800.0,146030.0,141020.0,161560.0,172240.0,180640.0,215120.0,175710.0,167840.0,147400.0,166870.0,157330.0,177190.0,164690.0,175910.0,169040.0,164330.0,161430.0,171370.0,161120.0,157710.0,176160.0,189680.0,149430.0,142060.0,163560.0,100740.0,130560.0,171270.0,220260.0,3790.0,900.0,4680.0,1220.0,29630.0,4900.0,4970.0,560.0,1290.0,8710.0,3590.0,1220.0,850.0,8900.0,4610.0,1520.0,2010.0,1800.0,1840.0,820.0,5240.0,7690.0,14820.0,4580.0,860.0,2250.0,560.0,1510.0,780.0,2160.0,4540.0,2270.0,8250.0,6960.0,270.0,9690.0,2070.0,2768.0,9640.0,370.0,3200.0,310.0,3600.0,19030.0,2290.0,350.0,4390.0,6060.0,420.0,4550.0,395.0,60.0,770.0,45.0
"Assess project feasibility by analyzing technology, resource needs, or market demand.",assess project feasibility by analyzing technology resource needs or market demand,Estimate demand for products or services.,Analyze market or industry conditions.,Analyzing Data or Information,Architectural and Engineering Managers,architectural and engineering managers,11-9041.00,Architectural and Engineering Managers,11-9041,11-9041.00,Architectural and Engineering Managers,Other Management Occupations,Management Occupations,2026-05-31,0.1130712642950345,4.962473731612128,False,0.6794061538461539,3.4,88.56,0.3976405812114651,0.8999999999999999,E2,E2,171270.0,162350.0,164260.0,167480.0,140600.0,210280.0,183810.0,175490.0,181190.0,185220.0,170740.0,161470.0,151670.0,162970.0,163610.0,155810.0,147320.0,160150.0,147680.0,162850.0,145720.0,172670.0,201430.0,166930.0,172130.0,142790.0,157800.0,146030.0,141020.0,161560.0,172240.0,180640.0,215120.0,175710.0,167840.0,147400.0,166870.0,157330.0,177190.0,164690.0,175910.0,169040.0,164330.0,161430.0,171370.0,161120.0,157710.0,176160.0,189680.0,149430.0,142060.0,163560.0,100740.0,130560.0,171270.0,220260.0,3790.0,900.0,4680.0,1220.0,29630.0,4900.0,4970.0,560.0,1290.0,8710.0,3590.0,1220.0,850.0,8900.0,4610.0,1520.0,2010.0,1800.0,1840.0,820.0,5240.0,7690.0,14820.0,4580.0,860.0,2250.0,560.0,1510.0,780.0,2160.0,4540.0,2270.0,8250.0,6960.0,270.0,9690.0,2070.0,2768.0,9640.0,370.0,3200.0,310.0,3600.0,19030.0,2290.0,350.0,4390.0,6060.0,420.0,4550.0,395.0,60.0,770.0,45.0
"Assess project feasibility by analyzing technology, resource needs, or market demand.",assess project feasibility by analyzing technology resource needs or market demand,Analyze market research data.,Analyze market or industry conditions.,Analyzing Data or Information,Architectural and Engineering Managers,architectural and engineering managers,11-9041.00,Architectural and Engineering Managers,11-9041,11-9041.00,Architectural and Engineering Managers,Other Management Occupations,Management Occupations,2026-05-31,0.1130712642950345,4.962473731612128,False,0.6794061538461539,3.4,88.56,0.3976405812114651,0.8999999999999999,E2,E2,171270.0,162350.0,164260.0,167480.0,140600.0,210280.0,183810.0,175490.0,181190.0,185220.0,170740.0,161470.0,151670.0,162970.0,163610.0,155810.0,147320.0,160150.0,147680.0,162850.0,145720.0,172670.0,201430.0,166930.0,172130.0,142790.0,157800.0,146030.0,141020.0,161560.0,172240.0,180640.0,215120.0,175710.0,167840.0,147400.0,166870.0,157330.0,177190.0,164690.0,175910.0,169040.0,164330.0,161430.0,171370.0,161120.0,157710.0,176160.0,189680.0,149430.0,142060.0,163560.0,100740.0,130560.0,171270.0,220260.0,3790.0,900.0,4680.0,1220.0,29630.0,4900.0,4970.0,560.0,1290.0,8710.0,3590.0,1220.0,850.0,8900.0,4610.0,1520.0,2010.0,1800.0,1840.0,820.0,5240.0,7690.0,14820.0,4580.0,860.0,2250.0,560.0,1510.0,780.0,2160.0,4540.0,2270.0,8250.0,6960.0,270.0,9690.0,2070.0,2768.0,9640.0,370.0,3200.0,310.0,3600.0,19030.0,2290.0,350.0,4390.0,6060.0,420.0,4550.0,395.0,60.0,770.0,45.0
"Assess staffing needs and recruit staff, using methods such as newspaper advertisements or attendance at job fairs.",assess staffing needs and recruit staff using methods such as newspaper advertisements or attendance at job fairs,Determine resource needs.,Determine resource needs of projects or operations.,Making Decisions and Solving Problems,Food Service Managers,food service managers,11-9051.00,Food Service Managers,11-9051,11-9051.00,Food Service Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.863513648635136,False,0.3587784615384615,4.2,71.97,0.162119982295816,0.7,E0,E2,69390.0,63010.0,82030.0,70180.0,55120.0,78260.0,79870.0,77990.0,74430.0,81680.0,72790.0,65280.0,87800.0,70140.0,63930.0,71430.0,66700.0,70320.0,70410.0,61400.0,70510.0,72850.0,92240.0,60790.0,79820.0,59540.0,65520.0,72140.0,60450.0,65320.0,77360.0,78020.0,65210.0,84200.0,74080.0,72210.0,62980.0,63840.0,62110.0,64750.0,82850.0,66190.0,60640.0,64410.0,60770.0,69480.0,77910.0,71230.0,95190.0,54800.0,61810.0,62610.0,44770.0,42230.0,80570.0,238430.0,4330.0,380.0,3400.0,2720.0,33180.0,2440.0,1520.0,770.0,1000.0,18500.0,9230.0,1230.0,670.0,11270.0,4990.0,1760.0,1540.0,1680.0,1950.0,1210.0,4209.0,4310.0,9240.0,730.0,1920.0,1600.0,950.0,2050.0,4310.0,590.0,6360.0,1410.0,8000.0,9420.0,950.0,8570.0,2020.0,4420.0,10530.0,760.0,5080.0,1270.0,4550.0,25990.0,2400.0,500.0,3820.0,1180.0,1230.0,6000.0,590.0,100.0,830.0,140.0
"Assess staffing needs and recruit staff, using methods such as newspaper advertisements or attendance at job fairs.",assess staffing needs and recruit staff using methods such as newspaper advertisements or attendance at job fairs,Recruit personnel.,Perform recruiting or hiring activities.,Staffing Organizational Units,Food Service Managers,food service managers,11-9051.00,Food Service Managers,11-9051,11-9051.00,Food Service Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.863513648635136,False,0.3587784615384615,4.2,71.97,0.162119982295816,0.7,E0,E2,69390.0,63010.0,82030.0,70180.0,55120.0,78260.0,79870.0,77990.0,74430.0,81680.0,72790.0,65280.0,87800.0,70140.0,63930.0,71430.0,66700.0,70320.0,70410.0,61400.0,70510.0,72850.0,92240.0,60790.0,79820.0,59540.0,65520.0,72140.0,60450.0,65320.0,77360.0,78020.0,65210.0,84200.0,74080.0,72210.0,62980.0,63840.0,62110.0,64750.0,82850.0,66190.0,60640.0,64410.0,60770.0,69480.0,77910.0,71230.0,95190.0,54800.0,61810.0,62610.0,44770.0,42230.0,80570.0,238430.0,4330.0,380.0,3400.0,2720.0,33180.0,2440.0,1520.0,770.0,1000.0,18500.0,9230.0,1230.0,670.0,11270.0,4990.0,1760.0,1540.0,1680.0,1950.0,1210.0,4209.0,4310.0,9240.0,730.0,1920.0,1600.0,950.0,2050.0,4310.0,590.0,6360.0,1410.0,8000.0,9420.0,950.0,8570.0,2020.0,4420.0,10530.0,760.0,5080.0,1270.0,4550.0,25990.0,2400.0,500.0,3820.0,1180.0,1230.0,6000.0,590.0,100.0,830.0,140.0
Assess students' progress throughout tutoring sessions.,assess students progress throughout tutoring sessions,Evaluate student work.,"Assess student capabilities, needs, or performance.","Judging the Qualities of Objects, Services, or People",Tutors,tutors,25-3099.02,Tutors,25-3041,25-3041.00,Tutors,Other Teachers and Instructors,Educational Instruction and Library Occupations,2026-05-31,0.0113071264295034,3.156662235402393,False,4.180487692307692,4.68,100.0,0.3587516666666667,0.1,E2,E2,43350.0,35500.0,45990.0,38940.0,30830.0,45100.0,47420.0,50350.0,33240.0,43350.0,37310.0,47380.0,36590.0,34990.0,37400.0,38090.0,36790.0,34170.0,34240.0,33780.0,49880.0,52810.0,60900.0,37380.0,44800.0,49610.0,32270.0,41380.0,38470.0,30420.0,53790.0,42270.0,36660.0,47100.0,42390.0,46190.0,43610.0,34510.0,48280.0,36270.0,77850.0,33220.0,38760.0,50280.0,33620.0,35190.0,53920.0,40750.0,45360.0,44070.0,41340.0,82290.0,30410.0,41890.0,43350.0,175070.0,890.0,550.0,2730.0,720.0,45370.0,2500.0,3230.0,590.0,785.0,12220.0,5690.0,1130.0,760.0,5910.0,1770.0,610.0,1290.0,780.0,540.0,340.0,4300.0,4610.0,6010.0,1370.0,1220.0,1670.0,450.0,950.0,1070.0,700.0,5270.0,460.0,12730.0,5780.0,110.0,5760.0,1220.0,1130.0,4540.0,300.0,1510.0,250.0,3310.0,10690.0,3150.0,130.0,4090.0,2460.0,280.0,1530.0,200.0,30.0,250.0,36.0
Assess the nature and level of physical security threats so that the scope of the problem can be determined.,assess the nature and level of physical security threats so that the scope of the problem can be determined,Assess risks to business operations.,Analyze business or financial risks.,Analyzing Data or Information,Security Management Specialists,security management specialists,13-1199.02,Security Management Specialists,13-1199,13-1199.07,Miscellaneous Business Operations Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.95,False,0.5815384615384616,4.16,100.0,0.4530472412138546,1.160950831664545,E2,E2,83050.0,100240.0,94740.0,83280.0,61240.0,87570.0,92520.0,85530.0,95040.0,108160.0,79650.0,78410.0,92620.0,76400.0,82070.0,79030.0,80470.0,83350.0,74690.0,63220.0,78830.0,101500.0,93270.0,81810.0,77820.0,76980.0,80420.0,74990.0,77980.0,67330.0,83740.0,91060.0,79100.0,83450.0,80230.0,80500.0,79350.0,93640.0,77170.0,80590.0,88130.0,79110.0,85340.0,78690.0,80820.0,80190.0,71710.0,85200.0,100360.0,69240.0,67370.0,74060.0,88610.0,46700.0,65170.0,465402.0,11970.0,3459.0,20909.0,14042.0,265432.0,78208.0,9641.0,2740.0,64714.0,113417.0,115506.0,4030.0,4692.0,56409.0,10771.0,16953.0,16799.0,10052.0,29129.0,7244.0,68190.0,30670.0,35859.0,28102.0,7072.0,15769.999999999998,8151.0,4350.0,15652.0,3288.0,58584.0,14470.0,49302.0,70519.0,3100.0,54268.0,9761.0,25550.0,46665.0,3836.0,15258.0,1610.0,20190.0,178559.0,5160.0,4178.0,77335.0,88449.0,6970.0,20909.0,3031.0,805.0,16029.0,634.0
"Assess the needs and interests of individuals and groups and plan activities accordingly, given the available equipment or facilities.",assess the needs and interests of individuals and groups and plan activities accordingly given the available equipment or facilities,Gather information in order to provide services to clients.,Gather information from physical or electronic sources.,Getting Information,Recreation Workers,recreation workers,39-9032.00,Recreation Workers,39-9032,39-9032.00,Recreation and Fitness Workers,Other Personal Care and Service Workers,Personal Care and Service Occupations,2026-05-31,0.0791498850065242,4.784815968616591,False,1.510936153846154,4.28,98.16,1.238600853913657,1.0,E2,E2,36560.0,28360.0,37510.0,35800.0,27770.0,39780.0,38820.0,36610.0,33790.0,46460.0,35490.0,32540.0,41000.0,30100.0,35480.0,30190.0,33700.0,31760.0,32400.0,28580.0,37450.0,37200.0,38540.0,35090.0,37510.0,28060.0,34320.0,35090.0,34590.0,30150.0,37040.0,36880.0,31900.0,38040.0,32720.0,37310.0,32420.0,31580.0,39610.0,35710.0,36340.0,31420.0,42270.0,33580.0,32720.0,32890.0,37450.0,36120.0,44890.0,29710.0,35530.0,30720.0,36560.0,22210.0,33400.0,331490.0,4700.0,630.0,12650.0,1740.0,48560.0,6100.0,5000.0,1230.0,470.0,18010.0,8160.0,1590.0,2080.0,17650.0,8050.0,2870.0,2990.0,3290.0,2830.0,1260.0,4350.0,11280.0,10850.0,7940.0,2220.0,5380.0,800.0,1510.0,2570.0,2030.0,7550.0,870.0,24790.0,9520.0,730.0,12340.0,2380.0,4640.0,9850.0,770.0,5270.0,650.0,3420.0,18660.0,5760.0,840.0,9260.0,6380.0,1410.0,6840.0,790.0,141.0,850.0,30.0
"Assess the physical security of servers, systems, or network devices to identify vulnerability to temperature, vandalism, or natural disasters.",assess the physical security of servers systems or network devices to identify vulnerability to temperature vandalism or natural disasters,Evaluate characteristics of equipment or systems.,"Evaluate the characteristics, usefulness, or performance of products or technologies.","Judging the Qualities of Objects, Services, or People","Computer Occupations, All Other",computer occupations all other,15-1199.00,Penetration Testers,15-1299,15-1299.04,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.9798,True,0.3366682383792678,3.8594179350061695,85.43642328259976,0.2900692567089736,1.152333341982423,E0,E0,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,17371.0,630.0,170.0,5510.0,268.0,19188.0,2825.0,742.0,860.0,4118.0,13710.0,4939.0,498.0,249.0,2672.0,800.0,922.0,321.0,1850.0,1202.0,900.0,4563.0,1477.0,1781.0,1001.0,347.0,14340.0,129.0,546.0,625.0,232.0,2875.0,395.0,11460.0,3612.0,175.0,6150.0,795.0,587.0,14580.0,199.0,1029.0,240.0,2617.0,13650.0,1599.0,316.0,4070.0,3438.0,809.0,1120.0,41.0,67.0,211.0,10.0
"Assess the quality of security controls, using performance indicators.",assess the quality of security controls using performance indicators,Evaluate utility of software or hardware technologies.,"Evaluate the characteristics, usefulness, or performance of products or technologies.","Judging the Qualities of Objects, Services, or People","Computer Occupations, All Other",computer occupations all other,15-1199.00,Information Security Engineers,15-1299,15-1299.05,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.57882589061716,False,1.205623076923077,4.41,89.47,0.1569811193933001,0.2,E2,E2,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,17371.0,630.0,170.0,5510.0,268.0,19188.0,2825.0,742.0,860.0,4118.0,13710.0,4939.0,498.0,249.0,2672.0,800.0,922.0,321.0,1850.0,1202.0,900.0,4563.0,1477.0,1781.0,1001.0,347.0,14340.0,129.0,546.0,625.0,232.0,2875.0,395.0,11460.0,3612.0,175.0,6150.0,795.0,587.0,14580.0,199.0,1029.0,240.0,2617.0,13650.0,1599.0,316.0,4070.0,3438.0,809.0,1120.0,41.0,67.0,211.0,10.0
Assess the usefulness of pre-developed application packages and adapt them to a user environment.,assess the usefulness of predeveloped application packages and adapt them to a user environment,Evaluate utility of software or hardware technologies.,"Evaluate the characteristics, usefulness, or performance of products or technologies.","Judging the Qualities of Objects, Services, or People",Computer Systems Analysts,computer systems analysts,15-1121.00,Computer Systems Analysts,15-1211,15-1211.00,Computer and Information Analysts,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.787317564167086,False,0.2661646153846154,3.34,86.76,0.1088024749164013,0.6,E2,E1,105850.0,101770.0,88520.0,103530.0,81760.0,127720.0,127750.0,109600.0,110560.0,116820.0,101900.0,106240.0,88640.0,75310.0,101570.0,98810.0,95920.0,100770.0,95090.0,95660.0,95820.0,113610.0,128240.0,103410.0,106350.0,86280.0,92060.0,91310.0,91810.0,104060.0,107670.0,122890.0,98220.0,109610.0,106850.0,105470.0,102320.0,95930.0,121620.0,98550.0,134630.0,98280.0,99790.0,95630.0,107390.0,98770.0,99610.0,120840.0,129410.0,105850.0,100440.0,109780.0,59900.0,63730.0,59430.0,421026.0,10632.0,681.0,18364.0,6645.0,95724.0,10098.0,7780.0,3468.0,4020.0,57165.0,18866.0,2707.0,2674.0,33405.0,15657.0,7715.0,6062.0,9611.0,4830.0,4020.0,24863.0,35917.0,22805.0,18364.0,1990.0,12529.0,1378.0,3955.0,4117.0,3387.0,26776.0,3712.0,39061.0,33891.0,454.0,31103.0,3710.0,9141.0,31524.0,1850.0,7699.999999999999,1799.0,16565.0,77782.0,4781.0,956.0,37586.0,39094.0,1669.0,13517.0,502.0,59.99999999999999,2075.0,65.0
Assess the usefulness of pre-developed application packages and adapt them to a user environment.,assess the usefulness of predeveloped application packages and adapt them to a user environment,Modify software programs to improve performance.,Design computer or information systems or applications.,Thinking Creatively,Computer Systems Analysts,computer systems analysts,15-1121.00,Computer Systems Analysts,15-1211,15-1211.00,Computer and Information Analysts,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.787317564167086,False,0.2661646153846154,3.34,86.76,0.1088024749164013,0.6,E2,E1,105850.0,101770.0,88520.0,103530.0,81760.0,127720.0,127750.0,109600.0,110560.0,116820.0,101900.0,106240.0,88640.0,75310.0,101570.0,98810.0,95920.0,100770.0,95090.0,95660.0,95820.0,113610.0,128240.0,103410.0,106350.0,86280.0,92060.0,91310.0,91810.0,104060.0,107670.0,122890.0,98220.0,109610.0,106850.0,105470.0,102320.0,95930.0,121620.0,98550.0,134630.0,98280.0,99790.0,95630.0,107390.0,98770.0,99610.0,120840.0,129410.0,105850.0,100440.0,109780.0,59900.0,63730.0,59430.0,421026.0,10632.0,681.0,18364.0,6645.0,95724.0,10098.0,7780.0,3468.0,4020.0,57165.0,18866.0,2707.0,2674.0,33405.0,15657.0,7715.0,6062.0,9611.0,4830.0,4020.0,24863.0,35917.0,22805.0,18364.0,1990.0,12529.0,1378.0,3955.0,4117.0,3387.0,26776.0,3712.0,39061.0,33891.0,454.0,31103.0,3710.0,9141.0,31524.0,1850.0,7699.999999999999,1799.0,16565.0,77782.0,4781.0,956.0,37586.0,39094.0,1669.0,13517.0,502.0,59.99999999999999,2075.0,65.0
Assess the user-interface or usability characteristics of products.,assess the userinterface or usability characteristics of products,Assess product or process usefulness.,"Evaluate the characteristics, usefulness, or performance of products or technologies.","Judging the Qualities of Objects, Services, or People",Human Factors Engineers and Ergonomists,human factors engineers and ergonomists,17-2112.01,Human Factors Engineers and Ergonomists,17-2112,17-2112.01,"Industrial Engineers, Including Health and Safety",Engineers,Architecture and Engineering Occupations,2026-05-31,0.1356855171540415,4.861866501854141,False,0.2413203846153846,4.26,95.0,0.2090517374866219,1.098461545114466,E2,E2,102440.0,99880.0,156510.0,108280.0,98410.0,124600.0,109750.0,104160.0,120190.0,103300.0,101610.0,100100.0,123800.0,100840.0,100540.0,97480.0,97690.0,99830.0,96820.0,122920.0,101030.0,119930.0,109420.0,101680.0,102660.0,95830.0,99290.0,104430.0,98170.0,102090.0,101310.0,103840.0,128090.0,102640.0,99310.0,96940.0,100060.0,97510.0,128290.0,99560.0,109350.0,101060.0,93200.0,99080.0,104560.0,103940.0,103010.0,102550.0,129050.0,108360.0,96980.0,122070.0,102440.0,81820.0,102440.0,168005.0,14056.0,404.0,13817.0,3142.0,60047.0,9555.0,11061.0,1507.0,294.0,25816.0,16427.0,92.0,2444.0,34250.0,21461.0,6615.0,6339.0,11153.0,3142.0,1893.0,7166.0,21075.0,56942.0,32302.0,4502.0,9316.0,717.0,2131.0,2885.0,3565.0,12623.0,2095.0,21700.0,21277.0,1102.0,43143.0,3987.0,10675.0,24217.0,1819.0,14626.0,1525.0,13670.0,56924.0,10143.0,808.0,10253.0,11263.0,1562.0,24015.0,441.0,72.0,5053.0,35.0
"Assess urgent and emergent health conditions, using both physiologically and technologically derived data.",assess urgent and emergent health conditions using both physiologically and technologically derived data,Analyze patient data to determine patient needs or treatment goals.,Analyze health or medical data.,Analyzing Data or Information,Acute Care Nurses,acute care nurses,29-1141.01,Acute Care Nurses,29-1141,29-1141.01,Registered Nurses,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.875469019369233,False,3.33694,4.79,95.0,0.2416114285714286,0.1,E2,E0,97550.0,77080.0,109480.0,99500.0,78940.0,140270.0,100260.0,102740.0,99520.0,102540.0,84190.0,93550.0,136320.0,92460.0,95990.0,83500.0,78630.0,79320.0,81040.0,80230.0,86990.0,99790.0,104550.0,94300.0,101510.0,77090.0,81780.0,85280.0,84730.0,103670.0,99700.0,106500.0,94340.0,109440.0,84350.0,80730.0,82510.0,82920.0,129010.0,96430.0,100640.0,82360.0,78060.0,81500.0,95970.0,84600.0,97460.0,93600.0,124200.0,80130.0,95530.0,83760.0,97550.0,39880.0,84120.0,509964.0,40997.0,5666.0,55188.0,22181.0,255713.0,41110.0,30261.0,10781.0,8631.0,173478.0,76162.0,9763.0,12735.0,104800.0,52042.0,25968.0,25500.0,37949.0,36945.0,12479.0,39918.0,66542.0,79179.0,52894.0,21924.0,57572.0,8261.0,18650.0,20423.0,11611.0,69922.0,13565.0,155273.0,83834.0,8555.0,108437.0,28873.0,29974.0,110542.0,7612.0,37534.0,11098.0,54471.0,204742.0,20687.0,5590.0,58462.0,52253.0,17677.0,51348.0,4021.0,521.0,16047.0,355.0
Assign and grade class work and homework.,assign and grade class work and homework,Evaluate student work.,"Assess student capabilities, needs, or performance.","Judging the Qualities of Objects, Services, or People","Elementary School Teachers, Except Special Education",elementary school teachers except special education,25-2021.00,"Elementary School Teachers, Except Special Education",25-2021,25-2021.00,Elementary and Middle School Teachers,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",Educational Instruction and Library Occupations,2026-05-31,0.0005088206893276,4.9376,False,2.6636353846153846,4.34,97.31,0.2148522180724406,0.1,E0,E2,63970.0,61380.0,79260.0,56590.0,52700.0,99650.0,63410.0,80600.0,75920.0,96580.0,58930.0,72290.0,71410.0,61600.0,75320.0,59700.0,60580.0,56450.0,60610.0,58770.0,62390.0,77680.0,94000.0,65110.0,76350.0,49790.0,50910.0,57530.0,62380.0,65040.0,72410.0,78200.0,74550.0,85760.0,54930.0,60030.0,77370.0,48200.0,77130.0,77060.0,90930.0,60820.0,50130.0,59980.0,62760.0,74810.0,63070.0,65550.0,102350.0,55630.0,61210.0,61150.0,62240.0,51540.0,60560.0,1388390.0,22030.0,3500.0,24240.0,12590.0,155160.0,24860.0,16330.0,2900.0,3750.0,79090.0,43820.0,6040.0,6850.0,61520.0,27720.0,17300.0,14350.0,19080.0,22060.0,7490.0,29610.0,29930.0,40910.0,26640.0,11060.0,33180.0,4960.0,8710.0,9550.0,5190.0,40300.0,6210.0,101410.0,42410.0,4430.0,47870.0,18500.0,12600.0,48370.0,3830.0,25030.0,4290.0,28240.0,116260.0,14820.0,3610.0,37880.0,28980.0,5420.0,24920.0,2600.0,1000.0,4370.0,630.0
Assign and grade class work and homework.,assign and grade class work and homework,Assign class work to students.,Assign work to others.,"Guiding, Directing, and Motivating Subordinates","Elementary School Teachers, Except Special Education",elementary school teachers except special education,25-2021.00,"Elementary School Teachers, Except Special Education",25-2021,25-2021.00,Elementary and Middle School Teachers,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",Educational Instruction and Library Occupations,2026-05-31,0.0005088206893276,4.9376,False,2.6636353846153846,4.34,97.31,0.2148522180724406,0.1,E0,E2,63970.0,61380.0,79260.0,56590.0,52700.0,99650.0,63410.0,80600.0,75920.0,96580.0,58930.0,72290.0,71410.0,61600.0,75320.0,59700.0,60580.0,56450.0,60610.0,58770.0,62390.0,77680.0,94000.0,65110.0,76350.0,49790.0,50910.0,57530.0,62380.0,65040.0,72410.0,78200.0,74550.0,85760.0,54930.0,60030.0,77370.0,48200.0,77130.0,77060.0,90930.0,60820.0,50130.0,59980.0,62760.0,74810.0,63070.0,65550.0,102350.0,55630.0,61210.0,61150.0,62240.0,51540.0,60560.0,1388390.0,22030.0,3500.0,24240.0,12590.0,155160.0,24860.0,16330.0,2900.0,3750.0,79090.0,43820.0,6040.0,6850.0,61520.0,27720.0,17300.0,14350.0,19080.0,22060.0,7490.0,29610.0,29930.0,40910.0,26640.0,11060.0,33180.0,4960.0,8710.0,9550.0,5190.0,40300.0,6210.0,101410.0,42410.0,4430.0,47870.0,18500.0,12600.0,48370.0,3830.0,25030.0,4290.0,28240.0,116260.0,14820.0,3610.0,37880.0,28980.0,5420.0,24920.0,2600.0,1000.0,4370.0,630.0
Assign and grade class work and homework.,assign and grade class work and homework,Evaluate student work.,"Assess student capabilities, needs, or performance.","Judging the Qualities of Objects, Services, or People","Career/Technical Education Teachers, Middle School",careertechnical education teachers middle school,25-2023.00,"Career/Technical Education Teachers, Middle School",25-2023,25-2023.00,Elementary and Middle School Teachers,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",Educational Instruction and Library Occupations,2026-05-31,0.0005088206893276,4.9376,False,2.342193846153846,4.3,100.0,0.3956054394560544,0.2,E2,E2,65030.0,58410.0,65030.0,65030.0,60760.0,65030.0,66310.0,95680.0,65030.0,65030.0,58760.0,73020.0,65030.0,65030.0,80700.0,54960.0,63360.0,58560.0,65030.0,56440.0,65030.0,84160.0,93260.0,60650.0,81460.0,55210.0,52630.0,65030.0,62580.0,65030.0,65030.0,68280.0,65030.0,86450.0,52270.0,46530.0,86560.0,54090.0,65030.0,77980.0,97240.0,62160.0,65030.0,61950.0,63330.0,86890.0,65030.0,67460.0,103290.0,65030.0,76860.0,62710.0,65030.0,65030.0,65030.0,16870.0,640.0,35.0,349.0,90.0,1963.0,470.0,120.0,52.0,76.0,610.0,560.0,68.0,92.0,240.0,70.0,168.0,30.0,216.0,120.0,69.0,210.0,392.0,475.0,160.0,270.0,240.0,55.0,370.0,167.0,74.0,462.0,94.0,1930.0,760.0,220.0,590.0,110.0,212.0,690.0,50.0,170.0,49.0,110.0,5230.0,187.0,33.0,640.0,720.0,76.0,570.0,100.0,7.0,101.0,3.0
Assign and grade class work and homework.,assign and grade class work and homework,Assign class work to students.,Assign work to others.,"Guiding, Directing, and Motivating Subordinates","Career/Technical Education Teachers, Middle School",careertechnical education teachers middle school,25-2023.00,"Career/Technical Education Teachers, Middle School",25-2023,25-2023.00,Elementary and Middle School Teachers,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",Educational Instruction and Library Occupations,2026-05-31,0.0005088206893276,4.9376,False,2.342193846153846,4.3,100.0,0.3956054394560544,0.2,E2,E2,65030.0,58410.0,65030.0,65030.0,60760.0,65030.0,66310.0,95680.0,65030.0,65030.0,58760.0,73020.0,65030.0,65030.0,80700.0,54960.0,63360.0,58560.0,65030.0,56440.0,65030.0,84160.0,93260.0,60650.0,81460.0,55210.0,52630.0,65030.0,62580.0,65030.0,65030.0,68280.0,65030.0,86450.0,52270.0,46530.0,86560.0,54090.0,65030.0,77980.0,97240.0,62160.0,65030.0,61950.0,63330.0,86890.0,65030.0,67460.0,103290.0,65030.0,76860.0,62710.0,65030.0,65030.0,65030.0,16870.0,640.0,35.0,349.0,90.0,1963.0,470.0,120.0,52.0,76.0,610.0,560.0,68.0,92.0,240.0,70.0,168.0,30.0,216.0,120.0,69.0,210.0,392.0,475.0,160.0,270.0,240.0,55.0,370.0,167.0,74.0,462.0,94.0,1930.0,760.0,220.0,590.0,110.0,212.0,690.0,50.0,170.0,49.0,110.0,5230.0,187.0,33.0,640.0,720.0,76.0,570.0,100.0,7.0,101.0,3.0
Assign and grade class work and homework.,assign and grade class work and homework,Evaluate student work.,"Assess student capabilities, needs, or performance.","Judging the Qualities of Objects, Services, or People","Secondary School Teachers, Except Special and Career/Technical Education",secondary school teachers except special and careertechnical education,25-2031.00,"Secondary School Teachers, Except Special and Career/Technical Education",25-2031,25-2031.00,Secondary School Teachers,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",Educational Instruction and Library Occupations,2026-05-31,0.0005088206893276,4.9376,False,1.5531403846153846,3.89,97.23,0.5222350452610822,0.4,E2,E2,72040.0,61990.0,79650.0,58360.0,59660.0,101370.0,72900.0,80970.0,77960.0,82750.0,60410.0,75480.0,74310.0,61690.0,79990.0,61880.0,61200.0,59920.0,61560.0,59850.0,64880.0,78670.0,95260.0,66030.0,76460.0,50980.0,59240.0,60990.0,63450.0,65520.0,77060.0,82200.0,75900.0,97070.0,57650.0,61210.0,78800.0,48710.0,79570.0,78800.0,92610.0,62580.0,51050.0,61860.0,63590.0,76330.0,76220.0,72170.0,102670.0,56610.0,62870.0,62690.0,62860.0,59100.0,59520.0,1065210.0,15880.0,2790.0,21190.0,12890.0,99230.0,18310.0,14800.0,5360.0,2800.0,49810.0,25730.0,5590.0,6570.0,44670.0,20430.0,12310.0,10860.0,12780.0,15210.0,5540.0,16640.0,28460.0,25540.0,16020.0,10400.0,24380.0,3670.0,7170.0,8920.0,5860.0,38140.0,8120.0,70660.0,28620.0,3070.0,49540.0,15480.0,11730.0,52240.0,4910.0,16080.0,3360.0,21230.0,111660.0,11030.0,2450.0,31100.0,14880.0,3590.0,15910.0,1600.0,680.0,5640.0,380.0
Assign and grade class work and homework.,assign and grade class work and homework,Assign class work to students.,Assign work to others.,"Guiding, Directing, and Motivating Subordinates","Secondary School Teachers, Except Special and Career/Technical Education",secondary school teachers except special and careertechnical education,25-2031.00,"Secondary School Teachers, Except Special and Career/Technical Education",25-2031,25-2031.00,Secondary School Teachers,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",Educational Instruction and Library Occupations,2026-05-31,0.0005088206893276,4.9376,False,1.5531403846153846,3.89,97.23,0.5222350452610822,0.4,E2,E2,72040.0,61990.0,79650.0,58360.0,59660.0,101370.0,72900.0,80970.0,77960.0,82750.0,60410.0,75480.0,74310.0,61690.0,79990.0,61880.0,61200.0,59920.0,61560.0,59850.0,64880.0,78670.0,95260.0,66030.0,76460.0,50980.0,59240.0,60990.0,63450.0,65520.0,77060.0,82200.0,75900.0,97070.0,57650.0,61210.0,78800.0,48710.0,79570.0,78800.0,92610.0,62580.0,51050.0,61860.0,63590.0,76330.0,76220.0,72170.0,102670.0,56610.0,62870.0,62690.0,62860.0,59100.0,59520.0,1065210.0,15880.0,2790.0,21190.0,12890.0,99230.0,18310.0,14800.0,5360.0,2800.0,49810.0,25730.0,5590.0,6570.0,44670.0,20430.0,12310.0,10860.0,12780.0,15210.0,5540.0,16640.0,28460.0,25540.0,16020.0,10400.0,24380.0,3670.0,7170.0,8920.0,5860.0,38140.0,8120.0,70660.0,28620.0,3070.0,49540.0,15480.0,11730.0,52240.0,4910.0,16080.0,3360.0,21230.0,111660.0,11030.0,2450.0,31100.0,14880.0,3590.0,15910.0,1600.0,680.0,5640.0,380.0
Assign and grade class work and homework.,assign and grade class work and homework,Evaluate student work.,"Assess student capabilities, needs, or performance.","Judging the Qualities of Objects, Services, or People","Career/Technical Education Teachers, Secondary School",careertechnical education teachers secondary school,25-2032.00,"Career/Technical Education Teachers, Secondary School",25-2032,25-2032.00,Secondary School Teachers,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",Educational Instruction and Library Occupations,2026-05-31,0.0005088206893276,4.9376,False,1.4202907692307691,4.01,98.34,0.1149655681259223,0.1,E2,E2,66270.0,59470.0,78130.0,62980.0,61780.0,80620.0,72750.0,100810.0,79230.0,66270.0,62140.0,78760.0,66270.0,60510.0,77950.0,56390.0,57660.0,58300.0,61130.0,61300.0,78050.0,78320.0,98020.0,77400.0,71650.0,57910.0,59300.0,55190.0,63180.0,64510.0,76320.0,83770.0,66750.0,79820.0,58600.0,61500.0,79230.0,58800.0,78380.0,75760.0,81820.0,72120.0,56070.0,61700.0,64610.0,72380.0,79220.0,75580.0,101180.0,57760.0,74310.0,62570.0,66270.0,53160.0,66270.0,111420.0,1504.0,170.0,660.0,1000.0,3260.0,1250.0,1910.0,560.0,500.0,6820.0,1680.0,447.0,1140.0,2780.0,1310.0,640.0,1050.0,330.0,1530.0,170.0,690.0,3130.0,1800.0,880.0,1770.0,2000.0,260.0,1310.0,150.0,450.0,2320.0,100.0,7610.0,2650.0,640.0,5130.0,1170.0,750.0,4840.0,90.0,1150.0,360.0,2940.0,32250.0,730.0,220.0,3500.0,3460.0,1000.0,1420.0,210.0,47.0,1110.0,23.0
Assign and grade class work and homework.,assign and grade class work and homework,Assign class work to students.,Assign work to others.,"Guiding, Directing, and Motivating Subordinates","Career/Technical Education Teachers, Secondary School",careertechnical education teachers secondary school,25-2032.00,"Career/Technical Education Teachers, Secondary School",25-2032,25-2032.00,Secondary School Teachers,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",Educational Instruction and Library Occupations,2026-05-31,0.0005088206893276,4.9376,False,1.4202907692307691,4.01,98.34,0.1149655681259223,0.1,E2,E2,66270.0,59470.0,78130.0,62980.0,61780.0,80620.0,72750.0,100810.0,79230.0,66270.0,62140.0,78760.0,66270.0,60510.0,77950.0,56390.0,57660.0,58300.0,61130.0,61300.0,78050.0,78320.0,98020.0,77400.0,71650.0,57910.0,59300.0,55190.0,63180.0,64510.0,76320.0,83770.0,66750.0,79820.0,58600.0,61500.0,79230.0,58800.0,78380.0,75760.0,81820.0,72120.0,56070.0,61700.0,64610.0,72380.0,79220.0,75580.0,101180.0,57760.0,74310.0,62570.0,66270.0,53160.0,66270.0,111420.0,1504.0,170.0,660.0,1000.0,3260.0,1250.0,1910.0,560.0,500.0,6820.0,1680.0,447.0,1140.0,2780.0,1310.0,640.0,1050.0,330.0,1530.0,170.0,690.0,3130.0,1800.0,880.0,1770.0,2000.0,260.0,1310.0,150.0,450.0,2320.0,100.0,7610.0,2650.0,640.0,5130.0,1170.0,750.0,4840.0,90.0,1150.0,360.0,2940.0,32250.0,730.0,220.0,3500.0,3460.0,1000.0,1420.0,210.0,47.0,1110.0,23.0
Assign and grade class work and homework.,assign and grade class work and homework,Evaluate student work.,"Assess student capabilities, needs, or performance.","Judging the Qualities of Objects, Services, or People",Adult Basic and Secondary Education and Literacy Teachers and Instructors,adult basic and secondary education and literacy teachers and instructors,25-3011.00,"Adult Basic Education, Adult Secondary Education, and English as a Second Language Instructors",25-3011,25-3011.00,"Adult Basic Education, Adult Secondary Education, and English as a Second Language Instructors",Other Teachers and Instructors,Educational Instruction and Library Occupations,2026-05-31,0.0005088206893276,4.9376,False,1.275396923076923,4.15,92.21,0.4873770757955284,0.5,E0,E2,61540.0,48870.0,61540.0,61750.0,43240.0,102030.0,51170.0,72180.0,78600.0,62940.0,58920.0,47540.0,44600.0,50040.0,62370.0,58660.0,48010.0,52030.0,44990.0,66870.0,58880.0,59950.0,62290.0,59900.0,76800.0,49900.0,51770.0,56500.0,49040.0,48930.0,64440.0,81100.0,49170.0,78010.0,51810.0,63820.0,47190.0,51840.0,65700.0,57230.0,57690.0,62940.0,35760.0,60340.0,49490.0,49680.0,62500.0,64540.0,69990.0,65050.0,64980.0,52060.0,61540.0,61540.0,61540.0,37310.0,470.0,78.0,570.0,230.0,1660.0,820.0,410.0,200.0,570.0,3670.000000000001,470.0,300.0,270.0,1970.0,650.0,370.0,160.0,350.0,100.0,330.0,450.00000000000006,1420.0,560.0,2880.0,240.0,620.0,110.0,130.0,40.0,50.0,1350.0,210.0,2810.0,3720.0,180.0,750.0,300.0,510.0,790.0,119.0,480.0,100.0,240.0,1830.0,60.0,70.0,700.0,1310.0,250.0,1050.0,100.0,16.0,224.0,8.0
Assign and grade class work and homework.,assign and grade class work and homework,Assign class work to students.,Assign work to others.,"Guiding, Directing, and Motivating Subordinates",Adult Basic and Secondary Education and Literacy Teachers and Instructors,adult basic and secondary education and literacy teachers and instructors,25-3011.00,"Adult Basic Education, Adult Secondary Education, and English as a Second Language Instructors",25-3011,25-3011.00,"Adult Basic Education, Adult Secondary Education, and English as a Second Language Instructors",Other Teachers and Instructors,Educational Instruction and Library Occupations,2026-05-31,0.0005088206893276,4.9376,False,1.275396923076923,4.15,92.21,0.4873770757955284,0.5,E0,E2,61540.0,48870.0,61540.0,61750.0,43240.0,102030.0,51170.0,72180.0,78600.0,62940.0,58920.0,47540.0,44600.0,50040.0,62370.0,58660.0,48010.0,52030.0,44990.0,66870.0,58880.0,59950.0,62290.0,59900.0,76800.0,49900.0,51770.0,56500.0,49040.0,48930.0,64440.0,81100.0,49170.0,78010.0,51810.0,63820.0,47190.0,51840.0,65700.0,57230.0,57690.0,62940.0,35760.0,60340.0,49490.0,49680.0,62500.0,64540.0,69990.0,65050.0,64980.0,52060.0,61540.0,61540.0,61540.0,37310.0,470.0,78.0,570.0,230.0,1660.0,820.0,410.0,200.0,570.0,3670.000000000001,470.0,300.0,270.0,1970.0,650.0,370.0,160.0,350.0,100.0,330.0,450.00000000000006,1420.0,560.0,2880.0,240.0,620.0,110.0,130.0,40.0,50.0,1350.0,210.0,2810.0,3720.0,180.0,750.0,300.0,510.0,790.0,119.0,480.0,100.0,240.0,1830.0,60.0,70.0,700.0,1310.0,250.0,1050.0,100.0,16.0,224.0,8.0
Assign and grade class work and homework.,assign and grade class work and homework,Evaluate student work.,"Assess student capabilities, needs, or performance.","Judging the Qualities of Objects, Services, or People",Self-Enrichment Education Teachers,selfenrichment education teachers,25-3021.00,Self-Enrichment Teachers,25-3021,25-3021.00,Self-Enrichment Teachers,Other Teachers and Instructors,Educational Instruction and Library Occupations,2026-05-31,0.0005088206893276,4.9376,False,2.599716923076923,4.09,62.41,0.4603073973280556,0.3,E2,E2,46800.0,38430.0,47710.0,44110.0,30810.0,49570.0,44710.0,55240.0,34730.0,66430.0,45830.0,52320.0,51960.0,36490.0,44230.0,36980.0,35670.0,41290.0,39990.0,37760.0,46720.0,51630.0,49430.0,40350.0,45660.0,38770.0,43090.0,45050.0,38240.0,47020.0,59880.0,53780.0,45890.0,57790.0,41710.0,35100.0,37360.0,38010.0,53790.0,41740.0,41960.0,39800.0,49720.0,38730.0,36140.0,43580.0,53190.0,49160.0,48020.0,45010.0,37820.0,46640.0,46800.0,36110.0,37590.0,332110.0,2130.0,190.0,2330.0,900.0,60260.0,9700.0,5080.0,260.0,600.0,11800.0,10030.0,1730.0,2190.0,15030.0,3710.0,2910.0,1070.0,1630.0,3030.0,1120.0,6570.0,11950.0,7190.0,9050.0,690.0,5010.0,1070.0,3360.0,1690.0,1820.0,13380.0,1840.0,31120.0,9320.0,470.0,8860.0,2710.0,5580.0,15270.0,1400.0,3430.0,140.0,3530.0,16680.0,5180.0,1190.0,8730.0,12890.0,540.0,5140.0,610.0,141.0,880.0,50.0
Assign and grade class work and homework.,assign and grade class work and homework,Assign class work to students.,Assign work to others.,"Guiding, Directing, and Motivating Subordinates",Self-Enrichment Education Teachers,selfenrichment education teachers,25-3021.00,Self-Enrichment Teachers,25-3021,25-3021.00,Self-Enrichment Teachers,Other Teachers and Instructors,Educational Instruction and Library Occupations,2026-05-31,0.0005088206893276,4.9376,False,2.599716923076923,4.09,62.41,0.4603073973280556,0.3,E2,E2,46800.0,38430.0,47710.0,44110.0,30810.0,49570.0,44710.0,55240.0,34730.0,66430.0,45830.0,52320.0,51960.0,36490.0,44230.0,36980.0,35670.0,41290.0,39990.0,37760.0,46720.0,51630.0,49430.0,40350.0,45660.0,38770.0,43090.0,45050.0,38240.0,47020.0,59880.0,53780.0,45890.0,57790.0,41710.0,35100.0,37360.0,38010.0,53790.0,41740.0,41960.0,39800.0,49720.0,38730.0,36140.0,43580.0,53190.0,49160.0,48020.0,45010.0,37820.0,46640.0,46800.0,36110.0,37590.0,332110.0,2130.0,190.0,2330.0,900.0,60260.0,9700.0,5080.0,260.0,600.0,11800.0,10030.0,1730.0,2190.0,15030.0,3710.0,2910.0,1070.0,1630.0,3030.0,1120.0,6570.0,11950.0,7190.0,9050.0,690.0,5010.0,1070.0,3360.0,1690.0,1820.0,13380.0,1840.0,31120.0,9320.0,470.0,8860.0,2710.0,5580.0,15270.0,1400.0,3430.0,140.0,3530.0,16680.0,5180.0,1190.0,8730.0,12890.0,540.0,5140.0,610.0,141.0,880.0,50.0
Assign duties or responsibilities to project personnel.,assign duties or responsibilities to project personnel,Assign duties or work schedules to employees.,Assign work to others.,"Guiding, Directing, and Motivating Subordinates","Managers, All Other",managers all other,11-9199.00,Project Management Specialists,13-1082,13-1082.00,Logisticians and Project Management Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.822976659593817,False,0.6673483269230769,3.8705,78.659,0.3534782471499519,0.4806118233870603,E2,E2,95304.6153846154,90272.30769230767,90693.84615384616,92126.92307692308,68699.23076923077,108183.84615384616,106034.6153846154,96861.53846153848,113917.57396449705,107678.46153846152,93593.07692307692,96395.3846153846,78972.30769230769,95442.30769230767,95420.76923076923,85093.84615384616,87856.92307692308,90773.07692307692,81216.92307692308,77939.23076923077,95968.46153846152,97018.46153846152,106577.69230769233,90176.15384615384,100875.3846153846,75423.84615384616,91263.07692307692,90171.4201183432,74956.15384615384,94533.84615384616,87566.92307692308,112706.15384615384,103380.65088757395,114070.76923076923,93795.3846153846,95896.8047337278,84283.84615384616,83833.84615384616,97086.15384615384,90562.30769230767,99778.46153846152,90138.46153846152,80326.92307692308,81163.84615384616,92304.6153846154,91390.76923076923,84344.61538461539,106673.84615384616,115738.46153846152,78096.92307692308,91290.76923076923,92452.30769230767,75965.26627218934,58864.61538461538,81413.72781065089,750150.0000000001,2266.923076923077,1386.923076923077,16138.46153846154,3885.384615384616,81340.0,22713.07692307692,5862.307692307692,1940.1538461538464,3588.4615384615386,53677.69230769231,20263.07692307692,1095.3846153846157,4014.6153846153848,19820.000000000004,8391.538461538461,4843.076923076923,4205.384615384615,7188.461538461538,5600.769230769231,1835.384615384616,21425.384615384617,15520.0,18050.0,13197.692307692309,3018.4615384615386,14970.76923076923,2789.846153846154,2303.846153846154,5865.384615384616,2710.7692307692305,20287.69230769231,3022.3076923076924,47500.0,25430.76923076923,2031.692307692308,24112.30769230769,7798.461538461539,13703.076923076922,25402.30769230769,2698.4615384615386,11932.307692307691,956.1538461538462,14552.307692307691,97089.23076923077,11502.307692307691,906.9230769230768,30460.0,25283.07692307692,1775.3846153846152,15013.076923076924,838.4615384615385,375.0769230769231,1650.0,109.6923076923077
"Assign duties, responsibilities, and spans of authority to project personnel.",assign duties responsibilities and spans of authority to project personnel,Assign duties or work schedules to employees.,Assign work to others.,"Guiding, Directing, and Motivating Subordinates",Information Technology Project Managers,information technology project managers,15-1199.09,Information Technology Project Managers,15-1299,15-1299.09,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.5714435365598165,False,0.8278399999999999,3.79,100.0,0.0652104075898009,0.1,E2,E2,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,45756.0,1658.0,448.0,5510.0,706.0,50541.0,7441.0,1955.0,860.0,10846.0,13709.999999999998,13009.0,1312.0,656.0,7037.0,2106.0,2428.0,845.0,1850.0,3166.0,900.0,12019.0,3891.0,4692.0,2636.0,914.0,14340.000000000002,341.0,1438.0,1646.0,612.0,7573.0,1040.0,11460.0,9515.0,460.0,6150.0,2094.0,1545.0,14580.0,523.0,2711.0,240.0,6892.0,35956.0,4212.0,832.0,10720.0,9055.0,2131.0,2951.0,107.0,177.0,555.0,25.0
Assign employees to specific duties.,assign employees to specific duties,Assign duties or work schedules to employees.,Assign work to others.,"Guiding, Directing, and Motivating Subordinates",First-Line Supervisors of Retail Sales Workers,firstline supervisors of retail sales workers,41-1011.00,First-Line Supervisors of Retail Sales Workers,41-1011,41-1011.00,First-Line Supervisors of Sales Workers,Supervisors of Sales Workers,Sales and Related Occupations,2026-05-31,0.0030529241359659,4.871,False,2.7366892307692305,4.27,97.34,0.2263868056231941,0.1,E2,E2,48520.0,44860.0,57080.0,48010.0,36950.0,54870.0,58200.0,56510.0,55710.0,58470.0,48410.0,46150.0,55850.0,46140.0,47990.0,47790.0,46610.0,46950.0,40080.0,43860.0,53580.0,47000.0,57490.0,46430.0,48770.0,45760.0,46860.0,49300.0,45280.0,46900.0,51650.0,57320.0,46550.0,58300.0,47760.0,49350.0,45680.0,45430.0,50660.0,46690.0,58570.0,47770.0,56680.0,47880.0,46280.0,47470.0,55760.0,47990.0,60750.0,39740.0,49550.0,45980.0,29720.0,30090.0,44880.0,1121800.0,25020.0,3030.0,20260.0,11050.0,109180.0,26390.0,13910.0,4200.0,1470.0,80470.0,36900.0,6580.0,7330.0,36940.0,22090.0,9970.0,9250.0,18290.0,16910.0,5760.0,23080.0,20240.0,30750.0,21530.0,13020.0,19160.0,5830.0,7010.0,10500.0,6610.0,31160.0,7660.0,50830.0,39890.0,2640.0,39110.0,15340.0,13940.0,40970.0,3880.000000000001,19390.0,3660.0,26470.0,103410.0,10270.0,2310.0,32250.0,27640.0,7420.0,17750.0,3060.0,690.0,12700.0,440.0
Assign or schedule tasks to meet work priorities and goals.,assign or schedule tasks to meet work priorities and goals,Assign duties or work schedules to employees.,Assign work to others.,"Guiding, Directing, and Motivating Subordinates",Computer and Information Research Scientists,computer and information research scientists,15-1111.00,Computer and Information Research Scientists,15-1221,15-1221.00,Computer and Information Research Scientists,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.861039095717101,False,0.9094169230769232,3.76,82.77,0.062235768929191,0.1,E2,E2,140300.0,117870.0,140300.0,129760.0,140300.0,159100.0,133160.0,131650.0,140300.0,144190.0,119810.0,92250.0,134350.0,140300.0,136540.0,85460.0,140300.0,140300.0,140300.0,115210.0,140300.0,145310.0,170510.0,82590.0,135850.0,109050.0,127820.0,140300.0,140300.0,134310.0,136160.0,140840.0,165690.0,181990.0,128370.0,140300.0,135510.0,93100.0,206220.0,130300.0,121470.0,126980.0,140300.0,108830.0,121210.0,94700.0,140300.0,157390.0,202400.0,140300.0,140300.0,140300.0,140300.0,140300.0,140300.0,37200.0,570.0,77.0,360.0,310.0,8440.0,400.0,403.0,115.0,330.0,1070.0,810.0,70.0,70.0,630.0,720.0,371.0,342.0,475.0,140.0,152.0,2870.0,1760.0,530.0,30.0,300.0,230.0,122.0,243.0,80.0,90.0,1580.0,490.0,1950.0,600.0,102.0,280.0,590.0,730.0,330.0,500.0,430.0,109.0,779.0,1960.0,1250.0,72.0,3590.0,2050.0,167.0,699.0,67.0,16.0,223.0,8.0
Assign tasks and work hours to staff.,assign tasks and work hours to staff,Assign duties or work schedules to employees.,Assign work to others.,"Guiding, Directing, and Motivating Subordinates","Managers, All Other",managers all other,11-9199.00,"Entertainment and Recreation Managers, Except Gambling",11-9072,11-9072.00,Entertainment and Recreation Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.64707750952986,False,1.1431076923076924,4.02,85.07,0.2463565083797696,0.3,E2,E2,95304.6153846154,90272.30769230767,90693.84615384616,92126.92307692308,68699.23076923077,108183.84615384616,106034.6153846154,96861.53846153848,113917.57396449705,107678.46153846152,93593.07692307692,96395.3846153846,78972.30769230769,95442.30769230767,95420.76923076923,85093.84615384616,87856.92307692308,90773.07692307692,81216.92307692308,77939.23076923077,95968.46153846152,97018.46153846152,106577.69230769233,90176.15384615384,100875.3846153846,75423.84615384616,91263.07692307692,90171.4201183432,74956.15384615384,94533.84615384616,87566.92307692308,112706.15384615384,103380.65088757395,114070.76923076923,93795.3846153846,95896.8047337278,84283.84615384616,83833.84615384616,97086.15384615384,90562.30769230767,99778.46153846152,90138.46153846152,80326.92307692308,81163.84615384616,92304.6153846154,91390.76923076923,84344.61538461539,106673.84615384616,115738.46153846152,78096.92307692308,91290.76923076923,92452.30769230767,75965.26627218934,58864.61538461538,81413.72781065089,750150.0000000001,2266.923076923077,1386.923076923077,16138.46153846154,3885.384615384616,81340.0,22713.07692307692,5862.307692307692,1940.1538461538464,3588.4615384615386,53677.69230769231,20263.07692307692,1095.3846153846157,4014.6153846153848,19820.000000000004,8391.538461538461,4843.076923076923,4205.384615384615,7188.461538461538,5600.769230769231,1835.384615384616,21425.384615384617,15520.0,18050.0,13197.692307692309,3018.4615384615386,14970.76923076923,2789.846153846154,2303.846153846154,5865.384615384616,2710.7692307692305,20287.69230769231,3022.3076923076924,47500.0,25430.76923076923,2031.692307692308,24112.30769230769,7798.461538461539,13703.076923076922,25402.30769230769,2698.4615384615386,11932.307692307691,956.1538461538462,14552.307692307691,97089.23076923077,11502.307692307691,906.9230769230768,30460.0,25283.07692307692,1775.3846153846152,15013.076923076924,838.4615384615385,375.0769230769231,1650.0,109.6923076923077
"Assign the patient to diagnosis-related groups (DRGs), using appropriate computer software.",assign the patient to diagnosisrelated groups drgs using appropriate computer software,Classify materials according to standard systems.,Perform administrative or clerical activities.,Performing Administrative Activities,Medical Records and Health Information Technicians,medical records and health information technicians,29-2071.00,Medical Records Specialists,29-2072,29-2072.00,Medical Records Specialists,Health Technologists and Technicians,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0015264620679829,5.0,False,0.9798059278019704,3.957138423174873,77.07804939516129,0.3778788488076792,0.2249904143311098,E1,E1,58374.28571428572,50051.83673469388,65380.0,48962.857142857145,63837.142857142855,74212.85714285714,67355.71428571429,67454.28571428571,61558.57142857143,73505.71428571429,59127.142857142855,59530.0,58358.57142857143,54677.142857142855,59157.142857142855,47155.71428571428,63480.0,53247.142857142855,48804.28571428572,53614.28571428572,51331.42857142857,61000.0,69380.0,56275.71428571428,74057.14285714286,43857.142857142855,54448.57142857143,62597.142857142855,50748.57142857143,56004.28571428572,62842.857142857145,55254.28571428572,50840.0,67548.57142857143,55358.57142857143,61232.857142857145,59707.142857142855,49924.28571428572,70670.0,52471.42857142857,67457.14285714286,50101.42857142857,55522.857142857145,55542.857142857145,60842.857142857145,62491.42857142857,64232.857142857145,55762.857142857145,61142.857142857145,53347.142857142855,72700.0,68931.42857142857,47000.40816326531,27582.85714285714,58374.28571428572,127597.14285714288,2069.8571428571427,641.4285714285714,2528.5714285714284,1552.7142857142858,11937.14285714286,1175.7142857142858,717.1428571428571,517.8571428571429,188.57142857142856,13291.428571428572,4087.142857142857,292.8571428571429,1091.4285714285716,3665.714285714286,3794.285714285714,1401.4285714285716,1421.428571428571,2971.428571428572,1575.7142857142858,657.1428571428572,1895.7142857142856,2377.1428571428573,3231.428571428572,2245.714285714286,1371.4285714285716,2621.428571428571,550.0,1048.5714285714284,1450.0,604.2857142857143,3262.8571428571427,851.4285714285714,6045.714285714285,4878.571428571428,322.8571428571429,5322.857142857143,1678.5714285714284,1745.7142857142858,4450.0,392.8571428571429,1772.857142857143,574.2857142857143,2785.714285714286,11068.571428571428,1697.857142857143,176.0,2975.714285714286,3149.9999999999995,762.8571428571429,1918.571428571429,181.42857142857144,63.142857142857146,1095.7142857142856,26.0
"Assign the patient to diagnosis-related groups (DRGs), using appropriate computer software.",assign the patient to diagnosisrelated groups drgs using appropriate computer software,Classify materials according to standard systems.,Perform administrative or clerical activities.,Performing Administrative Activities,Medical Records and Health Information Technicians,medical records and health information technicians,29-2071.00,Health Information Technologists and Medical Registrars,29-9021,29-9021.00,Health Information Technologists and Medical Registrars,Other Healthcare Practitioners and Technical Occupations,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0015264620679829,5.0,False,0.9798059278019704,3.957138423174873,77.07804939516129,0.3301593124650944,0.2249904143311098,E1,E1,58374.28571428572,50051.83673469388,65380.0,48962.857142857145,63837.142857142855,74212.85714285714,67355.71428571429,67454.28571428571,61558.57142857143,73505.71428571429,59127.142857142855,59530.0,58358.57142857143,54677.142857142855,59157.142857142855,47155.71428571428,63480.0,53247.142857142855,48804.28571428572,53614.28571428572,51331.42857142857,61000.0,69380.0,56275.71428571428,74057.14285714286,43857.142857142855,54448.57142857143,62597.142857142855,50748.57142857143,56004.28571428572,62842.857142857145,55254.28571428572,50840.0,67548.57142857143,55358.57142857143,61232.857142857145,59707.142857142855,49924.28571428572,70670.0,52471.42857142857,67457.14285714286,50101.42857142857,55522.857142857145,55542.857142857145,60842.857142857145,62491.42857142857,64232.857142857145,55762.857142857145,61142.857142857145,53347.142857142855,72700.0,68931.42857142857,47000.40816326531,27582.85714285714,58374.28571428572,127597.14285714288,2069.8571428571427,641.4285714285714,2528.5714285714284,1552.7142857142858,11937.14285714286,1175.7142857142858,717.1428571428571,517.8571428571429,188.57142857142856,13291.428571428572,4087.142857142857,292.8571428571429,1091.4285714285716,3665.714285714286,3794.285714285714,1401.4285714285716,1421.428571428571,2971.428571428572,1575.7142857142858,657.1428571428572,1895.7142857142856,2377.1428571428573,3231.428571428572,2245.714285714286,1371.4285714285716,2621.428571428571,550.0,1048.5714285714284,1450.0,604.2857142857143,3262.8571428571427,851.4285714285714,6045.714285714285,4878.571428571428,322.8571428571429,5322.857142857143,1678.5714285714284,1745.7142857142858,4450.0,392.8571428571429,1772.857142857143,574.2857142857143,2785.714285714286,11068.571428571428,1697.857142857143,176.0,2975.714285714286,3149.9999999999995,762.8571428571429,1918.571428571429,181.42857142857144,63.142857142857146,1095.7142857142856,26.0
"Assist customers by answering simple questions, locating items, or referring them to the pharmacist for medication information.",assist customers by answering simple questions locating items or referring them to the pharmacist for medication information,Provide information to the general public.,Provide information or assistance to the public.,Communicating with People Outside the Organization,Pharmacy Technicians,pharmacy technicians,29-2052.00,Pharmacy Technicians,29-2052,29-2052.00,Health Practitioner Support Technologists and Technicians,Health Technologists and Technicians,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0904570114360276,4.47734602979573,True,5.547932307692308,4.53,85.11,0.1708610400127373,0.25,E2,E2,45750.0,39030.0,52640.0,47640.0,38680.0,55110.0,49970.0,47050.0,46430.0,47410.0,43590.0,41910.0,46760.0,46420.0,46650.0,44560.0,44860.0,43310.0,39200.0,44410.0,45400.0,45120.0,46470.0,44340.0,48300.0,39040.0,40100.0,49400.0,46610.0,47980.0,47360.0,39610.0,46630.0,43930.0,44530.0,47560.0,40650.0,40500.0,54900.0,40040.0,44380.0,42120.0,46170.0,41920.0,45900.0,48140.0,47940.0,44610.0,58900.0,38210.0,45970.0,48260.0,36010.0,29520.0,40620.0,471680.0,8510.0,800.0,12970.0,4560.0,39860.0,6010.0,5200.0,1480.0,1130.0,38460.0,14680.0,1540.0,2950.0,21340.0,10790.0,4630.0,4270.0,8870.0,6700.0,2070.0,7990.0,10150.0,14240.0,7340.0,4040.0,12610.0,1340.0,2660.0,4070.0,1970.0,14020.0,2550.0,24400.0,17260.0,890.0,17820.0,5500.0,4320.0,18880.0,1540.0,8070.0,1230.0,11870.0,41740.0,5030.0,760.0,10720.0,8150.0,3560.0,9540.0,600.0,140.0,5820.0,40.0
"Assist customers by answering simple questions, locating items, or referring them to the pharmacist for medication information.",assist customers by answering simple questions locating items or referring them to the pharmacist for medication information,Provide customers with general information or assistance.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,Pharmacy Technicians,pharmacy technicians,29-2052.00,Pharmacy Technicians,29-2052,29-2052.00,Health Practitioner Support Technologists and Technicians,Health Technologists and Technicians,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0904570114360276,4.47734602979573,True,5.547932307692308,4.53,85.11,0.1708610400127373,0.25,E2,E2,45750.0,39030.0,52640.0,47640.0,38680.0,55110.0,49970.0,47050.0,46430.0,47410.0,43590.0,41910.0,46760.0,46420.0,46650.0,44560.0,44860.0,43310.0,39200.0,44410.0,45400.0,45120.0,46470.0,44340.0,48300.0,39040.0,40100.0,49400.0,46610.0,47980.0,47360.0,39610.0,46630.0,43930.0,44530.0,47560.0,40650.0,40500.0,54900.0,40040.0,44380.0,42120.0,46170.0,41920.0,45900.0,48140.0,47940.0,44610.0,58900.0,38210.0,45970.0,48260.0,36010.0,29520.0,40620.0,471680.0,8510.0,800.0,12970.0,4560.0,39860.0,6010.0,5200.0,1480.0,1130.0,38460.0,14680.0,1540.0,2950.0,21340.0,10790.0,4630.0,4270.0,8870.0,6700.0,2070.0,7990.0,10150.0,14240.0,7340.0,4040.0,12610.0,1340.0,2660.0,4070.0,1970.0,14020.0,2550.0,24400.0,17260.0,890.0,17820.0,5500.0,4320.0,18880.0,1540.0,8070.0,1230.0,11870.0,41740.0,5030.0,760.0,10720.0,8150.0,3560.0,9540.0,600.0,140.0,5820.0,40.0
Assist customers by providing information and resolving their complaints.,assist customers by providing information and resolving their complaints,Explain technical product or service information to customers.,Explain technical details of products or services.,Interpreting the Meaning of Information for Others,Cashiers,cashiers,41-2011.00,Cashiers,41-2011,41-2011.00,Cashiers,Retail Sales Workers,Sales and Related Occupations,2026-05-31,0.0226142528590069,4.401118175838631,False,2.3109015384615383,4.5,97.36,0.3751420301439378,0.2,E1,E2,32880.0,28250.0,36130.0,34600.0,27670.0,37100.0,36870.0,35550.0,33490.0,38880.0,30530.0,29070.0,36780.0,30370.0,34490.0,29670.0,28970.0,28800.0,28590.0,26750.0,34930.0,34390.0,35520.0,29740.0,34620.0,26390.0,30520.0,34190.0,30250.0,29870.0,33840.0,34590.0,30120.0,35500.0,28880.0,31460.0,29260.0,28180.0,35300.0,29220.0,34860.0,28530.0,29780.0,28590.0,29230.0,31600.0,35720.0,30580.0,38720.0,26370.0,30880.0,30810.0,21610.0,22140.0,28040.0,3089410.0,46420.0,5810.0,72570.0,28270.0,336110.0,51670.0,30920.0,11450.0,6060.0,201370.0,97540.0,10780.0,17200.0,139630.0,68350.0,41450.0,33080.0,44550.0,46350.0,14240.0,49910.0,58880.0,92930.0,58190.0,30490.0,69430.0,12170.0,20650.0,30160.0,17250.0,107680.0,19020.0,158890.0,106440.0,9510.0,103020.0,41140.0,37660.0,110950.0,9260.0,56550.0,12860.0,63350.0,245730.0,22940.0,7030.0,83890.0,61050.0,17360.0,65380.0,5840.0,1620.0,27320.0,770.0
Assist customers by providing information and resolving their complaints.,assist customers by providing information and resolving their complaints,Answer customer questions about goods or services.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,Cashiers,cashiers,41-2011.00,Cashiers,41-2011,41-2011.00,Cashiers,Retail Sales Workers,Sales and Related Occupations,2026-05-31,0.0226142528590069,4.401118175838631,False,2.3109015384615383,4.5,97.36,0.3751420301439378,0.2,E1,E2,32880.0,28250.0,36130.0,34600.0,27670.0,37100.0,36870.0,35550.0,33490.0,38880.0,30530.0,29070.0,36780.0,30370.0,34490.0,29670.0,28970.0,28800.0,28590.0,26750.0,34930.0,34390.0,35520.0,29740.0,34620.0,26390.0,30520.0,34190.0,30250.0,29870.0,33840.0,34590.0,30120.0,35500.0,28880.0,31460.0,29260.0,28180.0,35300.0,29220.0,34860.0,28530.0,29780.0,28590.0,29230.0,31600.0,35720.0,30580.0,38720.0,26370.0,30880.0,30810.0,21610.0,22140.0,28040.0,3089410.0,46420.0,5810.0,72570.0,28270.0,336110.0,51670.0,30920.0,11450.0,6060.0,201370.0,97540.0,10780.0,17200.0,139630.0,68350.0,41450.0,33080.0,44550.0,46350.0,14240.0,49910.0,58880.0,92930.0,58190.0,30490.0,69430.0,12170.0,20650.0,30160.0,17250.0,107680.0,19020.0,158890.0,106440.0,9510.0,103020.0,41140.0,37660.0,110950.0,9260.0,56550.0,12860.0,63350.0,245730.0,22940.0,7030.0,83890.0,61050.0,17360.0,65380.0,5840.0,1620.0,27320.0,770.0
Assist in laying out material for publication.,assist in laying out material for publication,Design layouts for print publications.,Create visual designs or displays.,Thinking Creatively,Technical Writers,technical writers,27-3042.00,Technical Writers,27-3042,27-3042.00,Writers and Editors,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.632896064581231,False,1.7190061538461536,3.85,82.75,0.116258023339933,0.1,E2,E2,90390.0,85840.0,83200.0,79780.0,61180.0,104000.0,100610.0,101870.0,90370.0,117810.0,86240.0,73070.0,90390.0,90390.0,88700.0,75510.0,66520.0,73550.0,81070.0,63790.0,90390.0,100990.0,109200.0,85270.0,83270.0,65220.0,80840.0,75070.0,90390.0,88750.0,96300.0,122320.0,94970.0,98310.0,86320.0,72990.0,76480.0,69760.0,84000.0,87620.0,102360.0,82540.0,63350.0,79550.0,82750.0,80270.0,87860.0,93600.0,104070.0,90390.0,80030.0,90390.0,90390.0,46950.0,90390.0,45500.0,630.0,130.0,730.0,150.0,5280.0,1320.0,770.0,80.0,440.0,2550.0,1680.0,30.0,430.0,1040.0,540.0,640.0,480.0,340.0,320.0,310.0,1780.0,1850.0,970.0,910.0,70.0,500.0,160.0,190.0,230.0,230.0,1550.0,420.0,1610.0,2860.0,70.0,1350.0,600.0,590.0,1330.0,150.0,700.0,70.0,480.0,3340.0,570.0,60.0,2280.0,1620.0,130.0,910.0,30.0,19.0,60.0,9.0
Assist individuals in filling out applications or questionnaires.,assist individuals in filling out applications or questionnaires,Assist individuals with paperwork.,Assist individuals with paperwork.,Assisting and Caring for Others,"Interviewers, Except Eligibility and Loan",interviewers except eligibility and loan,43-4111.00,"Interviewers, Except Eligibility and Loan",43-4111,43-4111.00,"Interviewers, Except Eligibility and Loan",Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.679193497308138,False,3.1044961538461537,4.1,76.94,0.8743573595536054,0.4,E0,E1,45920.0,34180.0,47630.0,43200.0,37150.0,56880.0,49660.0,47980.0,49010.0,49730.0,43500.0,41450.0,35680.0,39450.0,43200.0,40510.0,39520.0,39430.0,40490.0,37190.0,43830.0,47550.0,50340.0,44180.0,49980.0,35110.0,38940.0,42970.0,44130.0,42340.0,48890.0,47380.0,45920.0,55410.0,39200.0,38590.0,42480.0,39130.0,50730.0,44070.0,49780.0,38830.0,43930.0,39340.0,43980.0,41530.0,49480.0,44280.0,51090.0,36480.0,46070.0,40050.0,45920.0,22810.0,45920.0,148060.0,3120.0,80.0,2630.0,2990.0,22250.0,5360.0,1210.0,570.0,640.0,7420.0,1910.0,594.0,560.0,2240.0,3280.0,1800.0,3640.0,1050.0,4440.0,1000.0,2510.0,3050.0,4590.0,1950.0,2200.0,3470.0,760.0,2280.0,2190.0,1390.0,4170.0,824.0,9260.0,2330.0,160.0,6730.0,1480.0,1710.0,3640.0,370.0,940.0,590.0,1660.0,13930.0,570.0,380.0,2250.0,3050.0,2480.0,1130.0,420.0,63.0,2850.0,30.0
Assist patients in organizing their health care system activities.,assist patients in organizing their health care system activities,Advise patients on healthcare system processes.,Advise patients or clients on medical issues.,Providing Consultation and Advice to Others,Acute Care Nurses,acute care nurses,29-1141.01,Acute Care Nurses,29-1141,29-1141.01,Registered Nurses,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.211576408682307,False,1.1066446153846154,3.65,80.95,0.081053103543205,0.1,E1,E2,97550.0,77080.0,109480.0,99500.0,78940.0,140270.0,100260.0,102740.0,99520.0,102540.0,84190.0,93550.0,136320.0,92460.0,95990.0,83500.0,78630.0,79320.0,81040.0,80230.0,86990.0,99790.0,104550.0,94300.0,101510.0,77090.0,81780.0,85280.0,84730.0,103670.0,99700.0,106500.0,94340.0,109440.0,84350.0,80730.0,82510.0,82920.0,129010.0,96430.0,100640.0,82360.0,78060.0,81500.0,95970.0,84600.0,97460.0,93600.0,124200.0,80130.0,95530.0,83760.0,97550.0,39880.0,84120.0,509964.0,40997.0,5666.0,55188.0,22181.0,255713.0,41110.0,30261.0,10781.0,8631.0,173478.0,76162.0,9763.0,12735.0,104800.0,52042.0,25968.0,25500.0,37949.0,36945.0,12479.0,39918.0,66542.0,79179.0,52894.0,21924.0,57572.0,8261.0,18650.0,20423.0,11611.0,69922.0,13565.0,155273.0,83834.0,8555.0,108437.0,28873.0,29974.0,110542.0,7612.0,37534.0,11098.0,54471.0,204742.0,20687.0,5590.0,58462.0,52253.0,17677.0,51348.0,4021.0,521.0,16047.0,355.0
Assist students who need extra help with their coursework outside of class.,assist students who need extra help with their coursework outside of class,Tutor students who need extra assistance.,Teach academic or vocational subjects.,Training and Teaching Others,"Biological Science Teachers, Postsecondary",biological science teachers postsecondary,25-1042.00,"Biological Science Teachers, Postsecondary",25-1042,25-1042.00,"Life Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0056535632147517,2.703185378590079,False,0.4915230769230769,4.11,94.33,0.2068166128078909,0.6,E1,E2,84620.0,77540.0,84620.0,83030.0,77670.0,129150.0,98680.0,96470.0,101380.0,96830.0,57140.0,88020.0,84620.0,81620.0,99060.0,83130.0,78060.0,81300.0,70630.0,79010.0,84080.0,83500.0,105050.0,103620.0,96880.0,66830.0,80970.0,100480.0,81190.0,85040.0,102410.0,79540.0,98820.0,98180.0,77700.0,90740.0,79600.0,65960.0,100820.0,85970.0,102300.0,82300.0,76570.0,78940.0,82470.0,81580.0,82230.0,79190.0,97280.0,67190.0,78920.0,82930.0,84620.0,84590.0,84620.0,50190.0,1160.0,104.0,1039.0,430.0,3610.0,810.0,870.0,130.0,350.0,2020.0,980.0,201.0,220.0,2340.0,1100.0,540.0,430.0,470.0,390.0,270.0,970.0,2060.0,1460.0,780.0,580.0,1060.0,110.0,500.0,350.0,170.0,1570.0,150.0,3870.0,1960.0,170.0,1350.0,470.0,800.0,2410.0,250.0,750.0,160.0,830.0,3840.0,300.0,170.0,1760.0,960.0,220.0,950.0,160.0,21.0,340.0,10.0
Assist students who need extra help with their coursework outside of class.,assist students who need extra help with their coursework outside of class,Tutor students who need extra assistance.,Teach academic or vocational subjects.,Training and Teaching Others,"English Language and Literature Teachers, Postsecondary",english language and literature teachers postsecondary,25-1123.00,"English Language and Literature Teachers, Postsecondary",25-1123,25-1123.00,"Arts, Communications, History, and Humanities Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0056535632147517,2.703185378590079,False,0.5606984615384616,4.2,99.58,0.0373318217333353,0.1,E1,E2,78760.0,62910.0,82770.0,76990.0,56520.0,130490.0,72910.0,97310.0,97100.0,82300.0,59740.0,65530.0,78760.0,78760.0,77570.0,69180.0,79720.0,62340.0,65090.0,60350.0,84290.0,83760.0,83980.0,90240.0,84200.0,60680.0,73070.0,73160.0,78450.0,85830.0,98650.0,78760.0,66450.0,84850.0,63370.0,63690.0,65140.0,53200.0,91870.0,80670.0,79190.0,64470.0,62960.0,64220.0,78900.0,73280.0,86870.0,67330.0,79840.0,63280.0,80800.0,62030.0,78760.0,73490.0,78760.0,57720.0,1040.0,90.0,870.0,320.0,5460.0,1220.0,940.0,179.0,410.0,2480.0,1140.0,231.0,316.0,2570.0,1000.0,510.0,460.0,540.0,430.0,230.0,830.0,2900.0,1730.0,920.0,530.0,1040.0,130.0,500.0,280.0,230.0,1950.0,230.0,6110.0,2140.0,120.0,2240.0,500.0,960.0,2530.0,540.0,840.0,110.0,1150.0,4310.0,420.0,170.0,1810.0,1000.0,250.0,840.0,140.0,25.0,130.0,12.0
Attempt to sell additional merchandise or services to prospective or current customers by telephone or through visits.,attempt to sell additional merchandise or services to prospective or current customers by telephone or through visits,"Promote products, services, or programs.","Promote products, services, or programs.",Selling or Influencing Others,Order Clerks,order clerks,43-4151.00,Order Clerks,43-4151,43-4151.00,Order Clerks,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.922132824219283,False,2.2199226923076925,3.77,54.28,0.7555827155894954,0.6,E1,E2,46170.0,48840.0,37590.0,48590.0,41760.0,47290.0,49530.0,47500.0,41430.0,49150.0,44380.0,41720.0,46760.0,40110.0,47670.0,44340.0,44980.0,45200.0,40620.0,37520.0,47750.0,47700.0,55040.0,44240.0,48400.0,43040.0,46170.0,42000.0,44060.0,40560.0,48540.0,46270.0,41020.0,48320.0,46060.0,46170.0,46120.0,45850.0,50260.0,46840.0,49410.0,41740.0,48010.0,39160.0,44280.0,40260.0,49950.0,42580.0,47990.0,45320.0,47750.0,46170.0,46170.0,46170.0,46170.0,75200.0,80.0,70.0,760.0,290.0,12390.0,1970.0,710.0,170.0,170.0,3270.0,1750.0,210.0,90.0,3540.0,1800.0,680.0,310.0,930.0,660.0,300.0,850.0,1350.0,2290.0,1150.0,470.0,840.0,60.0,440.0,740.0,390.0,2640.0,310.0,3530.0,2990.0,206.0,3810.0,2210.0,790.0,2570.0,170.0,740.0,330.0,2260.0,5180.0,880.0,146.0,1690.0,4300.0,100.0,1540.0,135.0,32.0,451.0,15.0
"Attend receptions, dinners, and conferences to meet people, exchange views and information, and develop working relationships.",attend receptions dinners and conferences to meet people exchange views and information and develop working relationships,Establish interpersonal business relationships to facilitate work activities.,Develop professional relationships or networks.,Establishing and Maintaining Interpersonal Relationships,Legislators,legislators,11-1031.00,Legislators,11-1031,11-1031.00,Legislators,Top Executives,Management Occupations,2026-05-31,0.0030529241359659,4.738057142857143,False,0.3239990144230769,3.779375,79.266875,0.2124901177829341,1.0010023097390592,E2,E0,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
"Attend to the needs of the bereaved, such as by offering comfort, counseling, or after-care programs.",attend to the needs of the bereaved such as by offering comfort counseling or aftercare programs,"Provide counsel, comfort, or encouragement to individuals or families.",Counsel others about personal matters.,Providing Consultation and Advice to Others,Funeral Attendants,funeral attendants,39-4021.00,Funeral Attendants,39-4021,39-4021.00,Funeral Attendants,Funeral Service Workers,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.499895244081291,False,0.8923153846153846,4.35,47.84,0.424109713934976,0.8999999999999999,E2,E0,35680.0,30310.0,35680.0,35450.0,31630.0,38700.0,41710.0,45800.0,46720.0,35680.0,30210.0,30530.0,35680.0,33280.0,35690.0,34420.0,40060.0,30720.0,29160.0,30370.0,39330.0,39020.0,46280.0,35380.0,43910.0,30530.0,39270.0,37080.0,30170.0,51980.0,55850.0,37240.0,34890.0,42210.0,34940.0,34980.0,35640.0,30530.0,40350.0,36300.0,53580.0,29880.0,37170.0,29600.0,30560.0,41130.0,40800.0,35010.0,41600.0,31410.0,36030.0,32950.0,35680.0,21840.0,35680.0,31090.0,550.0,65.0,420.0,140.0,1790.0,160.0,520.0,110.0,139.0,1700.0,1070.0,125.0,70.0,730.0,1080.0,460.0,330.0,560.0,560.0,220.0,670.0,1090.0,1460.0,400.0,280.0,620.0,110.0,270.0,100.0,120.0,540.0,170.0,1450.0,1610.0,130.0,1720.0,510.0,70.0,1930.0,190.0,930.0,120.0,1090.0,2150.0,270.0,30.0,1450.0,160.0,350.0,500.0,60.0,13.0,280.0,6.0
Audition and interview performers to match their attributes to specific roles or to increase the pool of available acting talent.,audition and interview performers to match their attributes to specific roles or to increase the pool of available acting talent,Audition or interview potential performers or staff members.,Perform recruiting or hiring activities.,Staffing Organizational Units,Talent Directors,talent directors,27-2012.04,Talent Directors,27-2012,27-2012.04,"Actors, Producers, and Directors","Entertainers and Performers, Sports and Related Workers","Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.9375246095288094,False,1.412546153846154,4.39,100.0,0.786254480141068,0.6714434556176636,E0,E2,90360.0,63340.0,54060.0,67320.0,38820.0,129790.0,78060.0,88260.0,72650.0,104270.0,79920.0,79950.0,66190.0,61150.0,81080.0,59870.0,58550.0,60600.0,54550.0,62920.0,71320.0,79350.0,80970.0,65720.0,76360.0,48100.0,66460.0,52580.0,52580.0,78480.0,61560.0,119840.0,90360.0,107550.0,63700.0,57870.0,69350.0,61600.0,87460.0,75460.0,84250.0,56030.0,60260.0,73020.0,71710.0,76350.0,55660.0,65900.0,81550.0,46660.0,66390.0,60420.0,90360.0,48820.0,90360.0,47706.66666666666,1480.0,228.0,2448.0,996.0,48543.0,2789.0,3131.0,213.0,3757.0,10190.0,7130.0,726.0,541.0,4511.0,2106.0,1025.0,598.0,1352.0,1252.0,569.0,2291.0,4896.0,3287.0,1978.0,555.0,2320.0,555.0,669.0,2320.0,427.0,4227.0,740.0,39833.0,4981.0,242.0,2291.0,1096.0,2334.0,5977.0,797.0,1694.0,242.0,4156.0,9407.0,2377.0,413.0,4013.0,3230.0,327.0,2277.0,185.0,28.0,370.0,14.0
Authenticate and appraise historical documents and archival materials.,authenticate and appraise historical documents and archival materials,Evaluate characteristics of archival or historical objects.,Inspect characteristics or conditions of materials or products.,"Inspecting Equipment, Structures, or Materials",Archivists,archivists,25-4011.00,Archivists,25-4011,25-4011.00,"Archivists, Curators, and Museum Technicians","Librarians, Curators, and Archivists",Educational Instruction and Library Occupations,2026-05-31,0.0030529241359659,5.0,True,0.7093430769230769,3.88,83.87,0.1051973829307889,0.2,E2,E2,64550.0,57860.0,64550.0,47010.0,58560.0,70530.0,59210.0,79790.0,53890.0,93040.0,52100.0,59010.0,64550.0,58370.0,59340.0,54220.0,59010.0,49200.0,48810.0,59070.0,56260.0,76440.0,78180.0,63890.0,65740.0,64550.0,60020.0,64550.0,64550.0,64550.0,61410.0,67900.0,64550.0,73860.0,55370.0,64550.0,58790.0,51940.0,61880.0,60690.0,76990.0,52810.0,64550.0,53210.0,50160.0,56660.0,64550.0,64550.0,76490.0,64550.0,59400.0,64550.0,64550.0,40900.0,64550.0,7970.0,100.0,17.0,165.0,40.0,1160.0,70.0,160.0,50.0,200.0,100.0,150.0,32.0,30.0,200.0,70.0,40.0,30.0,40.0,50.0,60.0,660.0,270.0,160.0,90.0,59.0,150.0,26.0,52.0,79.0,50.0,70.0,44.0,960.0,130.0,22.0,150.0,80.0,70.0,360.0,40.0,60.0,23.0,110.0,490.0,80.0,15.0,209.0,640.0,36.0,220.0,14.0,3.0,30.0,2.0
Authorize payment of invoices or return of merchandise.,authorize payment of invoices or return of merchandise,Authorize financial actions.,Authorize business activities or transactions.,Making Decisions and Solving Problems,"Wholesale and Retail Buyers, Except Farm Products",wholesale and retail buyers except farm products,13-1022.00,"Wholesale and Retail Buyers, Except Farm Products",13-1022,13-1022.00,Buyers and Purchasing Agents,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.806122448979592,False,0.7232661538461539,3.93,86.06,0.0498277133749755,0.1,E2,E2,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,163810.0,2212.0,341.0,3390.0,1364.0,19060.0,3008.0,1775.0,507.0,735.0,10391.0,5116.0,657.0,897.0,6382.0,3350.0,1632.0,1504.0,2093.0,2025.0,670.0,2891.0,3807.0,4608.0,3087.0,1217.0,3073.0,535.0,1072.0,1624.0,715.0,4485.0,911.0,10138.0,5172.0,449.0,5808.0,1787.0,2059.0,6347.0,525.0,2412.0,479.0,3431.0,14725.0,1816.0,318.0,4300.0,3716.0,734.0,3078.0,294.0,70.0,982.0,34.0
Authorize payment of invoices or return of merchandise.,authorize payment of invoices or return of merchandise,Disburse funds from clients accounts to creditors.,Execute financial transactions.,Performing Administrative Activities,"Wholesale and Retail Buyers, Except Farm Products",wholesale and retail buyers except farm products,13-1022.00,"Wholesale and Retail Buyers, Except Farm Products",13-1022,13-1022.00,Buyers and Purchasing Agents,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.806122448979592,False,0.7232661538461539,3.93,86.06,0.0498277133749755,0.1,E2,E2,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,163810.0,2212.0,341.0,3390.0,1364.0,19060.0,3008.0,1775.0,507.0,735.0,10391.0,5116.0,657.0,897.0,6382.0,3350.0,1632.0,1504.0,2093.0,2025.0,670.0,2891.0,3807.0,4608.0,3087.0,1217.0,3073.0,535.0,1072.0,1624.0,715.0,4485.0,911.0,10138.0,5172.0,449.0,5808.0,1787.0,2059.0,6347.0,525.0,2412.0,479.0,3431.0,14725.0,1816.0,318.0,4300.0,3716.0,734.0,3078.0,294.0,70.0,982.0,34.0
Automate the deployment of software updates over geographically distributed network nodes.,automate the deployment of software updates over geographically distributed network nodes,Write computer programming code.,Program computer systems or production equipment.,Working with Computers,"Computer Occupations, All Other",computer occupations all other,15-1199.00,Blockchain Engineers,15-1299,15-1299.07,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.726000000000001,False,0.7017486425339367,3.8847058823529417,86.53588235294117,0.5683509436223564,0.8948999160105984,E1,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,17371.0,630.0,170.0,5510.0,268.0,19188.0,2825.0,742.0,860.0,4118.0,13710.0,4939.0,498.0,249.0,2672.0,800.0,922.0,321.0,1850.0,1202.0,900.0,4563.0,1477.0,1781.0,1001.0,347.0,14340.0,129.0,546.0,625.0,232.0,2875.0,395.0,11460.0,3612.0,175.0,6150.0,795.0,587.0,14580.0,199.0,1029.0,240.0,2617.0,13650.0,1599.0,316.0,4070.0,3438.0,809.0,1120.0,41.0,67.0,211.0,10.0
Back up or modify applications and related data to provide for disaster recovery.,back up or modify applications and related data to provide for disaster recovery,Modify software programs to improve performance.,Design computer or information systems or applications.,Thinking Creatively,Web Administrators,web administrators,15-1199.03,Web Administrators,15-1299,15-1299.01,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.688772845953002,False,0.4350949999999999,4.6,75.0,0.0614005585277935,0.2,E2,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,187608.0,6800.0,1836.0,5510.000000000001,2896.0,207228.0,30509.0,8015.0,859.9999999999999,44471.0,13710.0,53339.0,5378.0,2689.0,28854.0,8636.0,9954.0,3465.0,1850.0,12979.0,899.9999999999999,49280.0,15953.0,19236.0,10807.0,3749.0,14340.0,1396.0,5895.0,6748.0,2508.0,31052.0,4266.0,11459.999999999998,39015.0,1887.0,6149.999999999999,8584.0,6334.0,14580.000000000002,2146.0,11118.0,240.0,28260.0,147425.0,17271.0,3413.0,43954.0,37128.0,8739.0,12100.0,440.0,724.0,2275.0,103.0
Back up or modify applications and related data to provide for disaster recovery.,back up or modify applications and related data to provide for disaster recovery,Create electronic data backup to prevent loss of information.,Implement security measures for computer or information systems.,Working with Computers,Web Administrators,web administrators,15-1199.03,Web Administrators,15-1299,15-1299.01,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.688772845953002,False,0.4350949999999999,4.6,75.0,0.0614005585277935,0.2,E2,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,187608.0,6800.0,1836.0,5510.000000000001,2896.0,207228.0,30509.0,8015.0,859.9999999999999,44471.0,13710.0,53339.0,5378.0,2689.0,28854.0,8636.0,9954.0,3465.0,1850.0,12979.0,899.9999999999999,49280.0,15953.0,19236.0,10807.0,3749.0,14340.0,1396.0,5895.0,6748.0,2508.0,31052.0,4266.0,11459.999999999998,39015.0,1887.0,6149.999999999999,8584.0,6334.0,14580.000000000002,2146.0,11118.0,240.0,28260.0,147425.0,17271.0,3413.0,43954.0,37128.0,8739.0,12100.0,440.0,724.0,2275.0,103.0
"Book airline or train tickets, reserve rental cars, or arrange shuttle service for guests.",book airline or train tickets reserve rental cars or arrange shuttle service for guests,Provide customer service to clients or users.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,Concierges,concierges,39-6012.00,Concierges,39-6012,39-6012.00,"Baggage Porters, Bellhops, and Concierges","Baggage Porters, Bellhops, and Concierges",Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.535888140859658,True,0.8658369230769231,3.9,95.45,0.4401560928952187,0.6,,,38950.0,30120.0,38950.0,37460.0,31340.0,43560.0,46720.0,40550.0,32420.0,38230.0,35660.0,33960.0,60090.0,34760.0,36900.0,34160.0,40080.0,35340.0,31390.0,31340.0,45330.0,39950.0,40120.0,35740.0,36880.0,35360.0,33280.0,37520.0,38950.0,36820.0,38950.0,37740.0,35740.0,57570.0,34780.0,38950.0,35660.0,29930.0,38700.0,39560.0,54850.0,34110.0,38950.0,35320.0,36070.0,38550.0,45610.0,38050.0,47330.0,35130.0,40460.0,52060.0,38950.0,23810.0,38950.0,49240.0,300.0,102.0,420.0,90.0,5150.0,580.0,400.0,40.0,3000.0,5380.0,1440.0,510.0,250.0,1460.0,250.0,70.0,110.0,420.0,320.0,110.0,1130.0,1144.0,900.0,928.0,130.0,500.0,50.0,270.0,1110.0,120.0,2650.0,50.0,6040.0,660.0,135.0,590.0,430.0,420.0,2160.0,158.0,580.0,144.0,460.0,2600.0,250.0,90.0,2170.0,1320.0,40.0,260.0,50.0,21.0,310.0,10.0
"Book airline or train tickets, reserve rental cars, or arrange shuttle service for guests.",book airline or train tickets reserve rental cars or arrange shuttle service for guests,Arrange services or reservations for patrons.,"Provide general assistance to others, such as customers, patrons, or motorists.",Assisting and Caring for Others,Concierges,concierges,39-6012.00,Concierges,39-6012,39-6012.00,"Baggage Porters, Bellhops, and Concierges","Baggage Porters, Bellhops, and Concierges",Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.535888140859658,True,0.8658369230769231,3.9,95.45,0.4401560928952187,0.6,,,38950.0,30120.0,38950.0,37460.0,31340.0,43560.0,46720.0,40550.0,32420.0,38230.0,35660.0,33960.0,60090.0,34760.0,36900.0,34160.0,40080.0,35340.0,31390.0,31340.0,45330.0,39950.0,40120.0,35740.0,36880.0,35360.0,33280.0,37520.0,38950.0,36820.0,38950.0,37740.0,35740.0,57570.0,34780.0,38950.0,35660.0,29930.0,38700.0,39560.0,54850.0,34110.0,38950.0,35320.0,36070.0,38550.0,45610.0,38050.0,47330.0,35130.0,40460.0,52060.0,38950.0,23810.0,38950.0,49240.0,300.0,102.0,420.0,90.0,5150.0,580.0,400.0,40.0,3000.0,5380.0,1440.0,510.0,250.0,1460.0,250.0,70.0,110.0,420.0,320.0,110.0,1130.0,1144.0,900.0,928.0,130.0,500.0,50.0,270.0,1110.0,120.0,2650.0,50.0,6040.0,660.0,135.0,590.0,430.0,420.0,2160.0,158.0,580.0,144.0,460.0,2600.0,250.0,90.0,2170.0,1320.0,40.0,260.0,50.0,21.0,310.0,10.0
"Break systems into their components, assign numerical values to each component, and examine the mathematical relationships between them.",break systems into their components assign numerical values to each component and examine the mathematical relationships between them,Apply mathematical principles or statistical approaches to solve problems in scientific or applied fields.,Analyze scientific or applied data using mathematical principles.,Analyzing Data or Information,Operations Research Analysts,operations research analysts,15-2031.00,Operations Research Analysts,15-2031,15-2031.00,Operations Research Analysts,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0565356321475172,4.921452871723034,False,0.4633880769230769,3.7,100.0,0.2550619317934823,0.681902382329578,E2,E1,88940.0,115630.0,88750.0,75470.0,59030.0,102100.0,129880.0,96700.0,101070.0,96030.0,77600.0,76220.0,100600.0,103600.0,89800.0,85280.0,80580.0,92050.0,83850.0,63210.0,99460.0,97410.0,96500.0,83480.0,95550.0,92310.0,62380.0,80400.0,98300.0,86500.0,88940.0,88940.0,80360.0,108610.0,97290.0,82460.0,103620.0,61520.0,102170.0,79640.0,77910.0,80240.0,88940.0,76680.0,90710.0,90200.0,89790.0,129460.0,98030.0,64100.0,71820.0,88940.0,88940.0,57000.0,88940.0,108510.0,550.0,70.0,2600.0,210.0,10620.0,770.0,950.0,660.0,2250.0,9120.0,4600.0,120.0,500.0,5180.0,1380.0,300.0,997.0,660.0,550.0,220.0,4710.0,4200.0,980.0,1240.0,120.0,1190.0,150.0,330.0,370.0,290.0,3280.0,510.0,5890.0,2520.0,130.0,2600.0,1840.0,2710.0,3220.0,360.0,1380.0,317.0,1200.0,11890.0,810.0,170.0,6980.0,3050.0,200.0,4270.0,195.0,46.0,50.0,22.0
"Break systems into their components, assign numerical values to each component, and examine the mathematical relationships between them.",break systems into their components assign numerical values to each component and examine the mathematical relationships between them,Analyze data to identify trends or relationships among variables.,Analyze scientific or applied data using mathematical principles.,Analyzing Data or Information,Operations Research Analysts,operations research analysts,15-2031.00,Operations Research Analysts,15-2031,15-2031.00,Operations Research Analysts,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0565356321475172,4.921452871723034,False,0.4633880769230769,3.7,100.0,0.2550619317934823,0.681902382329578,E2,E1,88940.0,115630.0,88750.0,75470.0,59030.0,102100.0,129880.0,96700.0,101070.0,96030.0,77600.0,76220.0,100600.0,103600.0,89800.0,85280.0,80580.0,92050.0,83850.0,63210.0,99460.0,97410.0,96500.0,83480.0,95550.0,92310.0,62380.0,80400.0,98300.0,86500.0,88940.0,88940.0,80360.0,108610.0,97290.0,82460.0,103620.0,61520.0,102170.0,79640.0,77910.0,80240.0,88940.0,76680.0,90710.0,90200.0,89790.0,129460.0,98030.0,64100.0,71820.0,88940.0,88940.0,57000.0,88940.0,108510.0,550.0,70.0,2600.0,210.0,10620.0,770.0,950.0,660.0,2250.0,9120.0,4600.0,120.0,500.0,5180.0,1380.0,300.0,997.0,660.0,550.0,220.0,4710.0,4200.0,980.0,1240.0,120.0,1190.0,150.0,330.0,370.0,290.0,3280.0,510.0,5890.0,2520.0,130.0,2600.0,1840.0,2710.0,3220.0,360.0,1380.0,317.0,1200.0,11890.0,810.0,170.0,6980.0,3050.0,200.0,4270.0,195.0,46.0,50.0,22.0
Build and update digital databases.,build and update digital databases,Operate computer systems.,Operate computer systems or computerized equipment.,Working with Computers,Cartographers and Photogrammetrists,cartographers and photogrammetrists,17-1021.00,Cartographers and Photogrammetrists,17-1021,17-1021.00,"Surveyors, Cartographers, and Photogrammetrists","Architects, Surveyors, and Cartographers",Architecture and Engineering Occupations,2026-05-31,0.0678427585770207,4.953023310850788,False,1.143161923076923,3.83,88.01,0.324117742819205,0.4,E2,E2,81390.0,81390.0,89170.0,82260.0,81390.0,102780.0,86960.0,84100.0,81390.0,81390.0,79650.0,62630.0,81390.0,72930.0,54680.0,74800.0,84570.0,81390.0,71470.0,59990.0,78670.0,84360.0,92230.0,75090.0,99850.0,81390.0,76950.0,72220.0,81500.0,93560.0,72130.0,88480.0,79200.0,89290.0,81080.0,71070.0,70990.0,86410.0,88240.0,73180.0,81390.0,72260.0,72910.0,72990.0,73970.0,75220.0,81390.0,86660.0,96100.0,81390.0,76760.0,70590.0,81390.0,81390.0,81390.0,14260.0,193.0,60.0,400.0,119.0,1450.0,1220.0,150.0,44.0,64.0,610.0,490.0,57.0,100.0,180.0,40.0,90.0,230.0,90.0,176.0,40.0,450.0,160.0,250.0,100.0,106.0,170.0,160.0,50.0,180.0,70.0,170.0,70.0,230.0,900.0,80.0,490.0,70.0,640.0,140.0,46.0,150.0,140.0,150.0,1780.0,150.0,28.0,860.0,870.0,64.0,260.0,100.0,6.0,86.0,3.0
"Build, test, and modify product prototypes, using working models or theoretical models constructed with computer simulation.",build test and modify product prototypes using working models or theoretical models constructed with computer simulation,"Test performance of electrical, electronic, mechanical, or integrated systems or equipment.",Test performance of equipment or systems.,"Inspecting Equipment, Structures, or Materials",Computer Hardware Engineers,computer hardware engineers,17-2061.00,Computer Hardware Engineers,17-2061,17-2061.00,Computer Hardware Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.510814635132403,True,0.4896899999999999,4.07,96.55,0.3228174962826391,1.0,E0,E2,161740.0,136990.0,161740.0,158280.0,120290.0,185180.0,156080.0,161740.0,135690.0,163360.0,134160.0,100210.0,159880.0,131570.0,133220.0,98350.0,125120.0,101750.0,116200.0,83550.0,161740.0,152730.0,167600.0,119670.0,134300.0,78320.0,103980.0,161740.0,134950.0,116530.0,129140.0,142880.0,165350.0,163470.0,134670.0,161740.0,118160.0,95600.0,161740.0,161740.0,119510.0,125110.0,101400.0,130830.0,163860.0,106950.0,161740.0,139030.0,169120.0,161740.0,83670.0,161740.0,161740.0,85660.0,161740.0,76660.0,680.0,159.0,3110.0,160.0,19820.0,2660.0,340.0,30.0,210.0,3290.0,650.0,90.0,920.0,1420.0,320.0,130.0,220.0,500.0,270.0,314.0,1720.0,3150.0,1420.0,770.0,150.0,900.0,251.0,80.0,160.0,310.0,580.0,5260.0,3020.0,1340.0,210.0,580.0,180.0,963.0,1610.0,390.0,690.0,160.0,1606.0,7390.0,430.0,130.0,1720.0,1800.0,140.0,270.0,137.0,33.0,370.0,16.0
"Build, test, and modify product prototypes, using working models or theoretical models constructed with computer simulation.",build test and modify product prototypes using working models or theoretical models constructed with computer simulation,Create physical models or prototypes.,"Develop models of systems, processes, or products.",Thinking Creatively,Computer Hardware Engineers,computer hardware engineers,17-2061.00,Computer Hardware Engineers,17-2061,17-2061.00,Computer Hardware Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.510814635132403,True,0.4896899999999999,4.07,96.55,0.3228174962826391,1.0,E0,E2,161740.0,136990.0,161740.0,158280.0,120290.0,185180.0,156080.0,161740.0,135690.0,163360.0,134160.0,100210.0,159880.0,131570.0,133220.0,98350.0,125120.0,101750.0,116200.0,83550.0,161740.0,152730.0,167600.0,119670.0,134300.0,78320.0,103980.0,161740.0,134950.0,116530.0,129140.0,142880.0,165350.0,163470.0,134670.0,161740.0,118160.0,95600.0,161740.0,161740.0,119510.0,125110.0,101400.0,130830.0,163860.0,106950.0,161740.0,139030.0,169120.0,161740.0,83670.0,161740.0,161740.0,85660.0,161740.0,76660.0,680.0,159.0,3110.0,160.0,19820.0,2660.0,340.0,30.0,210.0,3290.0,650.0,90.0,920.0,1420.0,320.0,130.0,220.0,500.0,270.0,314.0,1720.0,3150.0,1420.0,770.0,150.0,900.0,251.0,80.0,160.0,310.0,580.0,5260.0,3020.0,1340.0,210.0,580.0,180.0,963.0,1610.0,390.0,690.0,160.0,1606.0,7390.0,430.0,130.0,1720.0,1800.0,140.0,270.0,137.0,33.0,370.0,16.0
Calculate actual treatment dosages delivered during each session.,calculate actual treatment dosages delivered during each session,Calculate numerical data for medical activities.,Analyze health or medical data.,Analyzing Data or Information,Radiation Therapists,radiation therapists,29-1124.00,Radiation Therapists,29-1124,29-1124.00,Therapists,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.738110203226482,False,1.7408346153846153,4.46,69.88,0.1150277861068276,0.1,E0,E2,105310.0,87330.0,105310.0,108760.0,78950.0,166450.0,108020.0,116170.0,105310.0,100250.0,100920.0,94460.0,125520.0,99660.0,124600.0,96690.0,81610.0,108830.0,97760.0,94710.0,101980.0,107120.0,106300.0,95890.0,98000.0,88100.0,99890.0,105400.0,98670.0,92990.0,106270.0,129460.0,100010.0,129620.0,99250.0,105310.0,98650.0,98390.0,131600.0,100540.0,105310.0,100790.0,97470.0,83520.0,105770.0,107660.0,101060.0,103310.0,125880.0,71590.0,93600.0,105310.0,105310.0,37560.0,105310.0,17070.0,120.0,36.0,410.0,80.0,1720.0,320.0,110.0,53.0,70.0,1280.0,470.0,68.0,100.0,665.0,360.0,120.0,240.0,170.0,230.0,140.0,250.0,330.0,450.0,210.0,70.0,420.0,50.0,120.0,110.0,60.0,600.0,100.0,820.0,710.0,47.0,690.0,120.0,160.0,560.0,55.0,200.0,50.0,350.0,1000.0,70.0,50.0,500.0,540.0,120.0,550.0,31.0,7.0,102.0,3.0
"Calculate and quote rates for tours, stocks, insurance policies, or other products or services.",calculate and quote rates for tours stocks insurance policies or other products or services,Calculate costs of goods or services.,Determine values or prices of goods or services.,Making Decisions and Solving Problems,Receptionists and Information Clerks,receptionists and information clerks,43-4171.00,Receptionists and Information Clerks,43-4171,43-4171.00,Receptionists and Information Clerks,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.6123,False,4.387553461538461,4.21,35.69,0.2307882124709359,0.1,E2,E1,38010.0,32590.0,44720.0,38730.0,34840.0,44100.0,42010.0,40630.0,36310.0,49060.0,36810.0,36100.0,41600.0,36810.0,37400.0,36160.0,37330.0,36050.0,32940.0,32750.0,42440.0,38100.0,43870.0,37470.0,37510.0,31160.0,35740.0,37360.0,37860.0,37050.0,38160.0,41650.0,35140.0,43080.0,35440.0,39530.0,35920.0,34560.0,40900.0,36810.0,42620.0,35510.0,38280.0,34910.0,35210.0,36960.0,38370.0,37060.0,44710.0,31920.0,41150.0,37480.0,23290.0,22890.0,34630.0,910180.0,10460.0,1530.0,23220.0,10870.0,82470.0,11020.0,14980.0,2880.0,2000.0,63280.0,26080.0,3510.0,5340.0,40370.0,17360.0,4660.0,7290.0,9290.0,12820.0,3440.0,18390.0,18970.0,25230.0,11800.0,6920.0,18890.0,1280.0,6750.0,10650.0,5320.0,42060.0,5650.0,65010.0,20080.0,1930.0,30850.0,9380.0,13590.0,37830.0,4270.0,11280.0,5760.0,11460.0,78330.0,12020.0,1160.0,23360.0,26500.0,5470.0,25580.0,1540.0,210.0,4030.0,120.0
Calculate corrections for refractive errors.,calculate corrections for refractive errors,Calculate numerical data for medical activities.,Analyze health or medical data.,Analyzing Data or Information,Ophthalmic Medical Technologists,ophthalmic medical technologists,29-2099.05,Ophthalmic Medical Technologists,29-2099,29-2099.05,Miscellaneous Health Technologists and Technicians,Health Technologists and Technicians,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.739000000000001,False,5.210502307692307,4.6,100.0,0.2258064516129032,0.160627439483112,E2,E2,50290.0,43600.0,54070.0,56370.0,42820.0,60390.0,59430.0,51030.0,78650.0,55920.0,45760.0,49310.0,59900.0,47220.0,49930.0,47960.0,47910.0,54180.0,49410.0,39730.0,61490.0,47750.0,60500.0,48520.0,59540.0,39010.0,46040.0,51620.0,46140.0,49620.0,57580.0,58300.0,44260.0,60320.0,46480.0,49480.0,47570.0,45330.0,60390.0,46720.0,57800.0,44840.0,52970.0,49180.0,47870.0,47490.0,59470.0,47340.0,62090.0,51580.0,51350.0,80520.0,50290.0,35330.0,72450.0,5982.0,79.0,53.0,242.0,72.0,1739.0,162.0,81.0,7.0,90.0,664.0,417.0,66.0,43.0,303.0,142.0,105.0,46.0,127.0,227.0,36.0,130.0,233.0,385.0,133.0,136.0,387.0,20.0,54.0,117.0,36.0,382.0,52.0,780.0,435.0,33.0,563.0,129.0,113.0,865.0,35.0,200.0,15.0,73.0,1007.0,104.0,28.0,295.0,254.0,50.0,217.0,6.0,3.0,60.0,2.0
"Calculate costs of materials, overhead, and other expenses, based on estimates, quotations and price lists.",calculate costs of materials overhead and other expenses based on estimates quotations and price lists,Calculate costs of goods or services.,Determine values or prices of goods or services.,Making Decisions and Solving Problems,"Bookkeeping, Accounting, and Auditing Clerks",bookkeeping accounting and auditing clerks,43-3031.00,"Bookkeeping, Accounting, and Auditing Clerks",43-3031,43-3031.00,"Bookkeeping, Accounting, and Auditing Clerks",Financial Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.704599999999999,False,1.096573076923077,4.14,39.64,0.295945184053543,0.5,E0,E1,50670.0,44640.0,56430.0,50590.0,42840.0,59230.0,54000.0,59970.0,51780.0,65180.0,49330.0,49350.0,48730.0,48310.0,49560.0,47820.0,48180.0,47290.0,46550.0,44890.0,50510.0,53540.0,59830.0,48980.0,54600.0,42840.0,47990.0,47270.0,47110.0,50380.0,52450.0,58300.0,48080.0,58160.0,47930.0,49710.0,48810.0,46180.0,54060.0,48440.0,53280.0,47940.0,46340.0,48180.0,48910.0,49440.0,54720.0,51620.0,58620.0,42890.0,50340.0,47910.0,33280.0,28700.0,46490.0,1373680.0,19890.0,4580.0,22690.0,12510.0,151870.0,26140.0,14929.999999999998,4600.0,1790.0,88670.0,38700.0,5220.0,9540.0,51470.0,29910.0,14020.0,15380.000000000002,23480.0,18980.0,7390.0,18170.0,29110.0,37550.0,26850.0,12160.0,21400.0,6980.0,10050.0,15180.0,7180.0,37550.0,7779.999999999999,84280.0,48760.0,4290.0,45140.0,16490.0,21710.0,48920.0,4570.0,19980.0,10200.0,37680.0,122400.0,12650.0,2950.0,31990.0,32930.0,7620.000000000001,25960.0,3480.0,880.0,6650.0,280.0
"Calculate figures, such as required amounts of labor or materials, manufacturing costs, or wages, using pricing schedules, adding machines, calculators, or computers.",calculate figures such as required amounts of labor or materials manufacturing costs or wages using pricing schedules adding machines calculators or computers,Calculate costs of goods or services.,Determine values or prices of goods or services.,Making Decisions and Solving Problems,"Production, Planning, and Expediting Clerks",production planning and expediting clerks,43-5061.00,"Production, Planning, and Expediting Clerks",43-5061,43-5061.00,"Production, Planning, and Expediting Clerks","Material Recording, Scheduling, Dispatching, and Distributing Workers",Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.603260326032604,False,1.008311153846154,3.67,47.83,0.2241491875556187,0.4,E2,E1,59650.0,57240.0,62590.0,58580.0,50350.0,63000.0,63980.0,63240.0,62700.0,72660.0,51940.0,56850.0,63780.0,59950.0,57880.0,58980.0,60320.0,57080.0,55690.0,60120.0,60200.0,58590.0,60280.0,61670.0,61490.0,51080.0,54170.0,50800.0,55710.0,55790.0,61590.0,62710.0,49640.0,60920.0,52640.0,58330.0,57830.0,56300.0,60790.0,59240.0,65310.0,57640.0,50530.0,53020.0,55850.0,61650.0,60560.0,61780.0,77190.0,56290.0,58540.0,69710.0,53070.0,37570.0,59650.0,390160.0,2680.0,380.0,9780.0,2390.0,56080.0,7800.0,4090.0,450.0,430.0,20850.0,16370.0,1040.0,1070.0,11900.0,9100.0,3540.0,4320.0,6480.0,1970.0,1240.0,4670.0,5650.0,7560.0,7330.0,2030.0,6310.0,830.0,1690.0,2190.0,1600.0,9410.0,1040.0,35160.0,13000.0,450.0,17700.0,5820.0,2790.0,8790.0,960.0,7020.0,690.0,12740.0,33080.0,4550.0,430.0,8490.0,8851.0,750.0,9140.0,110.0,190.0,1780.0,80.0
"Calculate labor and equipment requirements and production specifications, using standard formulas.",calculate labor and equipment requirements and production specifications using standard formulas,"Calculate specific material, equipment, or labor requirements for production.",Determine resource needs of projects or operations.,Making Decisions and Solving Problems,First-Line Supervisors of Production and Operating Workers,firstline supervisors of production and operating workers,51-1011.00,First-Line Supervisors of Production and Operating Workers,51-1011,51-1011.00,First-Line Supervisors of Production and Operating Workers,Supervisors of Production Workers,Production Occupations,2026-05-31,0.0030529241359659,4.876787678767877,False,1.3695823076923077,3.88,78.99,0.1943737991694902,0.2,E2,E1,74450.0,73060.0,77960.0,75330.0,63090.0,76840.0,78890.0,83150.0,79100.0,80030.0,63950.0,69170.0,71990.0,70890.0,75200.0,73950.0,74750.0,74480.0,72490.0,77520.0,78970.0,78520.0,79920.0,72170.0,78550.0,68720.0,73210.0,68760.0,72200.0,68270.0,79310.0,81110.0,64640.0,78580.0,69640.0,76350.0,72160.0,70000.0,73580.0,74990.0,81650.0,77500.0,73040.0,65310.0,70140.0,71220.0,75540.0,74150.0,79310.0,68990.0,74840.0,90390.0,57440.0,45100.0,57190.0,673430.0,20670.0,1110.0,8720.0,11000.0,48550.0,9580.0,9150.0,1450.0,350.0,27710.0,26190.0,1500.0,3900.0,29640.0,26870.0,10130.0,7980.0,13820.0,9350.0,2970.0,6100.0,12390.0,26650.0,13380.0,8230.0,15430.0,1860.0,6040.0,3600.0,3000.0,15040.0,2520.0,20830.0,22240.0,1650.0,31980.0,9570.0,8180.0,28900.0,2660.0,14570.0,1930.0,18960.0,58930.0,9040.0,1000.0,13530.0,14500.0,3120.0,25500.0,1470.0,110.0,4030.0,60.0
"Calculate, or verify calculations of, prescribed radiation doses.",calculate or verify calculations of prescribed radiation doses,Analyze health-related data.,Analyze health or medical data.,Analyzing Data or Information,"Health Technologists and Technicians, All Other",health technologists and technicians all other,29-2099.00,Medical Dosimetrists,29-2036,29-2036.00,Diagnostic Related Technologists and Technicians,Health Technologists and Technicians,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.7442735042735045,False,4.34,4.75,100.0,0.362,0.1,E2,E1,147470.0,147470.0,147470.0,142090.0,138260.0,140380.0,147470.0,147470.0,147470.0,147470.0,153490.0,155390.0,147470.0,147470.0,163860.0,144320.0,147470.0,150670.0,147470.0,147470.0,147470.0,147470.0,140990.0,137970.0,147470.0,115490.0,129610.0,147470.0,147470.0,147470.0,147470.0,170650.0,147470.0,166540.0,147830.0,147470.0,150900.0,143120.0,183990.0,142850.0,147470.0,140530.0,147470.0,135530.0,134680.0,147470.0,147470.0,142830.0,189280.0,45350.0,142300.0,147470.0,147470.0,147470.0,147470.0,3410.0,46.0,7.0,40.0,30.0,240.0,63.0,37.0,11.0,15.0,320.0,140.0,14.0,19.0,140.0,60.0,34.0,40.0,44.0,42.0,14.0,40.0,60.0,130.0,64.0,40.0,80.0,11.0,22.0,34.0,15.0,90.0,19.0,300.0,140.0,9.0,121.0,30.0,40.0,160.0,11.0,60.0,10.0,60.0,330.0,38.0,7.0,90.0,60.0,60.0,80.0,6.0,1.0,20.0,1.0
"Calculate, or verify calculations of, prescribed radiation doses.",calculate or verify calculations of prescribed radiation doses,Calculate numerical data for medical activities.,Analyze health or medical data.,Analyzing Data or Information,"Health Technologists and Technicians, All Other",health technologists and technicians all other,29-2099.00,Medical Dosimetrists,29-2036,29-2036.00,Diagnostic Related Technologists and Technicians,Health Technologists and Technicians,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.7442735042735045,False,4.34,4.75,100.0,0.362,0.1,E2,E1,147470.0,147470.0,147470.0,142090.0,138260.0,140380.0,147470.0,147470.0,147470.0,147470.0,153490.0,155390.0,147470.0,147470.0,163860.0,144320.0,147470.0,150670.0,147470.0,147470.0,147470.0,147470.0,140990.0,137970.0,147470.0,115490.0,129610.0,147470.0,147470.0,147470.0,147470.0,170650.0,147470.0,166540.0,147830.0,147470.0,150900.0,143120.0,183990.0,142850.0,147470.0,140530.0,147470.0,135530.0,134680.0,147470.0,147470.0,142830.0,189280.0,45350.0,142300.0,147470.0,147470.0,147470.0,147470.0,3410.0,46.0,7.0,40.0,30.0,240.0,63.0,37.0,11.0,15.0,320.0,140.0,14.0,19.0,140.0,60.0,34.0,40.0,44.0,42.0,14.0,40.0,60.0,130.0,64.0,40.0,80.0,11.0,22.0,34.0,15.0,90.0,19.0,300.0,140.0,9.0,121.0,30.0,40.0,160.0,11.0,60.0,10.0,60.0,330.0,38.0,7.0,90.0,60.0,60.0,80.0,6.0,1.0,20.0,1.0
"Calculate purchase subtotals, taxes, and shipping costs for submission to customers.",calculate purchase subtotals taxes and shipping costs for submission to customers,Calculate data to inform organizational operations.,Analyze data to improve operations.,Analyzing Data or Information,Online Merchants,online merchants,13-1199.06,Online Merchants,13-1199,13-1199.06,Miscellaneous Business Operations Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.7838,False,2.330684230769231,4.3,84.22,0.1735574413159057,0.1,E2,E1,83050.0,100240.0,94740.0,83280.0,61240.0,87570.0,92520.0,85530.0,95040.0,108160.0,79650.0,78410.0,92620.0,76400.0,82070.0,79030.0,80470.0,83350.0,74690.0,63220.0,78830.0,101500.0,93270.0,81810.0,77820.0,76980.0,80420.0,74990.0,77980.0,67330.0,83740.0,91060.0,79100.0,83450.0,80230.0,80500.0,79350.0,93640.0,77170.0,80590.0,88130.0,79110.0,85340.0,78690.0,80820.0,80190.0,71710.0,85200.0,100360.0,69240.0,67370.0,74060.0,88610.0,46700.0,65170.0,304887.0,7842.0,2266.0,13698.0,9199.0,173886.0,51235.0,6316.0,1795.0,42395.0,74300.0,75669.0,4030.0,3074.0,36954.0,7056.0,11106.0,11005.0,6585.0,19083.0,4745.0,44672.0,20092.0,23491.0,18410.0,4633.0,15770.0,5340.0,2849.0,10254.0,2154.0,38378.0,9480.0,32298.0,46198.0,2031.0,35551.0,6395.0,16738.0,30570.0,2513.0,9996.0,1055.0,13227.0,116975.0,3380.0,2737.0,50663.0,57943.0,4566.0,13698.0,1986.0,527.0,10500.0,415.0
"Calculate revenue, sales, and expenses, using financial accounting or spreadsheet software.",calculate revenue sales and expenses using financial accounting or spreadsheet software,Calculate data to inform organizational operations.,Analyze data to improve operations.,Analyzing Data or Information,Online Merchants,online merchants,13-1199.06,Online Merchants,13-1199,13-1199.06,Miscellaneous Business Operations Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.734099999999999,False,0.9000623076923078,4.17,73.7,0.1185171612059973,0.2,E2,E1,83050.0,100240.0,94740.0,83280.0,61240.0,87570.0,92520.0,85530.0,95040.0,108160.0,79650.0,78410.0,92620.0,76400.0,82070.0,79030.0,80470.0,83350.0,74690.0,63220.0,78830.0,101500.0,93270.0,81810.0,77820.0,76980.0,80420.0,74990.0,77980.0,67330.0,83740.0,91060.0,79100.0,83450.0,80230.0,80500.0,79350.0,93640.0,77170.0,80590.0,88130.0,79110.0,85340.0,78690.0,80820.0,80190.0,71710.0,85200.0,100360.0,69240.0,67370.0,74060.0,88610.0,46700.0,65170.0,304887.0,7842.0,2266.0,13698.0,9199.0,173886.0,51235.0,6316.0,1795.0,42395.0,74300.0,75669.0,4030.0,3074.0,36954.0,7056.0,11106.0,11005.0,6585.0,19083.0,4745.0,44672.0,20092.0,23491.0,18410.0,4633.0,15770.0,5340.0,2849.0,10254.0,2154.0,38378.0,9480.0,32298.0,46198.0,2031.0,35551.0,6395.0,16738.0,30570.0,2513.0,9996.0,1055.0,13227.0,116975.0,3380.0,2737.0,50663.0,57943.0,4566.0,13698.0,1986.0,527.0,10500.0,415.0
"Calculate, review, and correct errors on interest, principal, payment, and closing costs, using computers or calculators.",calculate review and correct errors on interest principal payment and closing costs using computers or calculators,Calculate financial data.,Calculate financial data.,"Estimating the Quantifiable Characteristics of Products, Events, or Information",Loan Interviewers and Clerks,loan interviewers and clerks,43-4131.00,Loan Interviewers and Clerks,43-4131,43-4131.00,Loan Interviewers and Clerks,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.388661133886611,False,1.4027403846153843,4.35,75.95,0.3745537953996594,0.4,E2,E1,50020.0,40300.0,51470.0,50120.0,45140.0,57300.0,56760.0,58980.0,57760.0,77080.0,50510.0,48310.0,55410.0,48090.0,50000.0,47310.0,50080.0,47640.0,47910.0,46700.0,50020.0,59430.0,58940.0,51500.0,51760.0,39120.0,47170.0,48460.0,48970.0,57070.0,56040.0,58760.0,46100.0,58120.0,57780.0,51290.0,49150.0,47210.0,57650.0,47350.0,51560.0,47500.0,47000.0,45230.0,49980.0,48110.0,50060.0,50140.0,58740.0,42490.0,48930.0,47950.0,50020.0,35940.0,50020.0,164790.0,2960.0,330.0,4700.0,1970.0,14680.0,2500.0,970.0,950.0,140.0,10690.0,4020.0,450.0,1240.0,6850.0,3350.0,2380.0,2770.0,3690.0,2010.0,650.0,1590.0,2080.0,7930.0,2850.0,1770.0,5080.0,640.0,1010.0,1520.0,520.0,3620.0,880.0,4780.0,4800.0,980.0,5800.0,3300.0,1920.0,4330.0,650.0,2820.0,1710.0,3990.0,17090.0,2820.0,290.0,3990.0,3290.0,840.0,4270.0,300.0,70.0,810.0,34.0
"Calculate, review, and correct errors on interest, principal, payment, and closing costs, using computers or calculators.",calculate review and correct errors on interest principal payment and closing costs using computers or calculators,Verify accuracy of financial or transactional data.,Evaluate the quality or accuracy of data.,Processing Information,Loan Interviewers and Clerks,loan interviewers and clerks,43-4131.00,Loan Interviewers and Clerks,43-4131,43-4131.00,Loan Interviewers and Clerks,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.388661133886611,False,1.4027403846153843,4.35,75.95,0.3745537953996594,0.4,E2,E1,50020.0,40300.0,51470.0,50120.0,45140.0,57300.0,56760.0,58980.0,57760.0,77080.0,50510.0,48310.0,55410.0,48090.0,50000.0,47310.0,50080.0,47640.0,47910.0,46700.0,50020.0,59430.0,58940.0,51500.0,51760.0,39120.0,47170.0,48460.0,48970.0,57070.0,56040.0,58760.0,46100.0,58120.0,57780.0,51290.0,49150.0,47210.0,57650.0,47350.0,51560.0,47500.0,47000.0,45230.0,49980.0,48110.0,50060.0,50140.0,58740.0,42490.0,48930.0,47950.0,50020.0,35940.0,50020.0,164790.0,2960.0,330.0,4700.0,1970.0,14680.0,2500.0,970.0,950.0,140.0,10690.0,4020.0,450.0,1240.0,6850.0,3350.0,2380.0,2770.0,3690.0,2010.0,650.0,1590.0,2080.0,7930.0,2850.0,1770.0,5080.0,640.0,1010.0,1520.0,520.0,3620.0,880.0,4780.0,4800.0,980.0,5800.0,3300.0,1920.0,4330.0,650.0,2820.0,1710.0,3990.0,17090.0,2820.0,290.0,3990.0,3290.0,840.0,4270.0,300.0,70.0,810.0,34.0
"Calculate the value of property based on comparisons to recent sales, estimated cost to reproduce, and anticipated property income streams.",calculate the value of property based on comparisons to recent sales estimated cost to reproduce and anticipated property income streams,Appraise property values.,"Evaluate condition of financial assets, property, or other resources.","Judging the Qualities of Objects, Services, or People",Appraisers and Assessors of Real Estate,appraisers and assessors of real estate,13-2021.00,Appraisers of Personal and Business Property,13-2022,13-2022.00,Property Appraisers and Assessors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.8096,False,1.8727857692307688,4.82,100.0,1.1671308107284508,0.7999999999999999,E2,E2,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,28535.0,385.0,59.0,591.0,238.0,3320.0,524.0,309.0,88.0,128.0,1810.0,891.0,114.0,156.0,1112.0,584.0,284.0,262.0,365.0,353.0,117.0,504.0,663.0,803.0,538.0,212.0,535.0,93.0,187.0,283.0,125.0,781.0,159.0,1765.9999999999998,901.0,78.0,1012.0,311.0,358.99999999999994,1106.0,91.0,420.0,83.0,598.0,2565.0,316.0,55.0,749.0,647.0,128.0,536.0,51.0,12.0,171.0,6.0
Call customers to collect payment on delinquent accounts.,call customers to collect payment on delinquent accounts,Discuss account status or activity with customers or patrons.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,"Credit Authorizers, Checkers, and Clerks",credit authorizers checkers and clerks,43-4041.00,"Credit Authorizers, Checkers, and Clerks",43-4041,43-4041.00,"Credit Authorizers, Checkers, and Clerks",Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.824649189600783,False,1.5329939423076924,3.900833333333333,62.15416666666667,0.4375,0.4108519805608474,E0,E2,50080.0,35990.0,50080.0,50080.0,50080.0,51950.0,50820.0,50080.0,50080.0,50080.0,41810.0,30490.0,50080.0,50080.0,58880.0,47930.0,49780.0,50080.0,49790.0,37440.0,50370.0,50080.0,55300.0,48840.0,61000.0,39040.0,52820.0,51060.0,50030.0,47260.0,58620.0,59400.0,50080.0,56510.0,47340.0,50080.0,57120.0,46450.0,51620.0,51090.0,50080.0,50080.0,50080.0,50080.0,62930.0,51260.0,50080.0,47300.0,59840.0,46480.0,57940.0,50080.0,50080.0,33700.0,50080.0,12030.0,330.0,25.0,130.0,160.0,590.0,210.0,60.0,37.0,54.0,930.0,720.0,48.0,66.0,140.0,470.0,240.0,110.0,60.0,330.0,80.0,150.0,250.0,190.0,70.0,80.0,180.0,39.0,130.0,90.0,110.0,600.0,67.0,730.0,500.0,33.0,490.0,220.0,140.0,250.0,39.0,400.0,35.0,252.0,1180.0,150.0,23.0,280.0,110.0,50.0,310.0,22.0,5.0,190.0,2.0
Call customers to collect payment on delinquent accounts.,call customers to collect payment on delinquent accounts,"Collect deposits, payments or fees.",Collect fares or payments.,Monitoring and Controlling Resources,"Credit Authorizers, Checkers, and Clerks",credit authorizers checkers and clerks,43-4041.00,"Credit Authorizers, Checkers, and Clerks",43-4041,43-4041.00,"Credit Authorizers, Checkers, and Clerks",Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.824649189600783,False,1.5329939423076924,3.900833333333333,62.15416666666667,0.4375,0.4108519805608474,E0,E2,50080.0,35990.0,50080.0,50080.0,50080.0,51950.0,50820.0,50080.0,50080.0,50080.0,41810.0,30490.0,50080.0,50080.0,58880.0,47930.0,49780.0,50080.0,49790.0,37440.0,50370.0,50080.0,55300.0,48840.0,61000.0,39040.0,52820.0,51060.0,50030.0,47260.0,58620.0,59400.0,50080.0,56510.0,47340.0,50080.0,57120.0,46450.0,51620.0,51090.0,50080.0,50080.0,50080.0,50080.0,62930.0,51260.0,50080.0,47300.0,59840.0,46480.0,57940.0,50080.0,50080.0,33700.0,50080.0,12030.0,330.0,25.0,130.0,160.0,590.0,210.0,60.0,37.0,54.0,930.0,720.0,48.0,66.0,140.0,470.0,240.0,110.0,60.0,330.0,80.0,150.0,250.0,190.0,70.0,80.0,180.0,39.0,130.0,90.0,110.0,600.0,67.0,730.0,500.0,33.0,490.0,220.0,140.0,250.0,39.0,400.0,35.0,252.0,1180.0,150.0,23.0,280.0,110.0,50.0,310.0,22.0,5.0,190.0,2.0
"Care for individuals or families during periods of incapacitation, family disruption, or convalescence, providing companionship, personal care, or help in adjusting to new lifestyles.",care for individuals or families during periods of incapacitation family disruption or convalescence providing companionship personal care or help in adjusting to new lifestyles,"Provide counsel, comfort, or encouragement to individuals or families.",Counsel others about personal matters.,Providing Consultation and Advice to Others,Personal Care Aides,personal care aides,39-9021.00,Personal Care Aides,31-1122,31-1122.00,Home Health and Personal Care Aides,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",Healthcare Support Occupations,2026-05-31,0.0452285057180138,4.571621850160663,True,2.4548511538461537,4.39,89.69,2.290837265283748,1.256842323660975,E2,E0,35800.0,35800.0,35800.0,35800.0,35800.0,35800.0,35800.0,35800.0,35800.0,35800.0,35800.0,35800.0,35800.0,35800.0,35800.0,35800.0,35800.0,35800.0,35800.0,35800.0,35800.0,35800.0,35800.0,35800.0,35800.0,35800.0,35800.0,35800.0,35800.0,35800.0,35800.0,35800.0,35800.0,35800.0,35800.0,35800.0,35800.0,35800.0,35800.0,35800.0,35800.0,35800.0,35800.0,35800.0,35800.0,35800.0,35800.0,35800.0,35800.0,35800.0,35800.0,35800.0,35800.0,35800.0,35800.0,2152905.0,29071.0,4478.0,44554.0,17930.0,250505.0,39527.0,23329.0,6668.0,9654.0,136572.0,67244.0,8631.0,11793.0,83872.0,44029.0,21445.0,19771.0,27512.0,26612.0,8811.0,38002.0,50031.0,60567.0,40571.0,15996.0,40381.0,7036.0,14089.0,21339.0,9398.0,58944.0,11979.0,133246.0,67968.0,5906.0,76335.0,23487.0,27055.0,83410.0,6895.0,31703.0,6291.0,45095.0,193530.0,23871.0,4180.0,56518.0,48839.0,9650.0,40457.0,3861.0,916.0,12911.0,441.0
Carry messages or documents between departments.,carry messages or documents between departments,Provide information to coworkers.,Communicate with others about operational plans or activities.,"Communicating with Supervisors, Peers, or Subordinates",Orderlies,orderlies,31-1015.00,Orderlies,31-1132,31-1132.00,"Nursing Assistants, Orderlies, and Psychiatric Aides","Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",Healthcare Support Occupations,2026-05-31,0.0113071264295034,4.942581192952664,True,3.3476438461538462,4.06,83.09,0.2425888216315737,0.1,E2,E0,38290.0,31310.0,39410.0,37380.0,31540.0,49920.0,43570.0,37550.0,43800.0,39250.0,35420.0,36100.0,47130.0,38650.0,39450.0,38540.0,36850.0,37140.0,35260.0,27330.0,42530.0,38210.0,38970.0,36220.0,44550.0,29790.0,35620.0,38290.0,38290.0,35850.0,40850.0,38670.0,37650.0,46600.0,38680.0,38240.0,37030.0,34430.0,45120.0,40140.0,39830.0,36480.0,38290.0,31840.0,37650.0,38290.0,48120.0,36960.0,48690.0,31770.0,41380.0,37410.0,38290.0,22330.0,38290.0,52440.0,400.0,70.0,1220.0,170.0,4870.0,540.0,980.0,190.0,120.0,4440.0,2410.0,80.0,300.0,2110.0,1060.0,260.0,200.0,710.0,600.0,150.0,1580.0,1810.0,1700.0,430.0,440.0,870.0,171.0,343.0,470.0,140.0,2640.0,130.0,4680.0,1730.0,70.0,2360.0,370.0,500.0,3550.0,210.0,1430.0,153.0,1200.0,2320.0,581.0,70.0,900.0,200.0,250.0,660.0,50.0,22.0,630.0,11.0
Carry messages or documents between departments.,carry messages or documents between departments,Relay information between personnel.,Communicate with others about operational plans or activities.,"Communicating with Supervisors, Peers, or Subordinates",Orderlies,orderlies,31-1015.00,Orderlies,31-1132,31-1132.00,"Nursing Assistants, Orderlies, and Psychiatric Aides","Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",Healthcare Support Occupations,2026-05-31,0.0113071264295034,4.942581192952664,True,3.3476438461538462,4.06,83.09,0.2425888216315737,0.1,E2,E0,38290.0,31310.0,39410.0,37380.0,31540.0,49920.0,43570.0,37550.0,43800.0,39250.0,35420.0,36100.0,47130.0,38650.0,39450.0,38540.0,36850.0,37140.0,35260.0,27330.0,42530.0,38210.0,38970.0,36220.0,44550.0,29790.0,35620.0,38290.0,38290.0,35850.0,40850.0,38670.0,37650.0,46600.0,38680.0,38240.0,37030.0,34430.0,45120.0,40140.0,39830.0,36480.0,38290.0,31840.0,37650.0,38290.0,48120.0,36960.0,48690.0,31770.0,41380.0,37410.0,38290.0,22330.0,38290.0,52440.0,400.0,70.0,1220.0,170.0,4870.0,540.0,980.0,190.0,120.0,4440.0,2410.0,80.0,300.0,2110.0,1060.0,260.0,200.0,710.0,600.0,150.0,1580.0,1810.0,1700.0,430.0,440.0,870.0,171.0,343.0,470.0,140.0,2640.0,130.0,4680.0,1730.0,70.0,2360.0,370.0,500.0,3550.0,210.0,1430.0,153.0,1200.0,2320.0,581.0,70.0,900.0,200.0,250.0,660.0,50.0,22.0,630.0,11.0
Check all load-related documentation for completeness and accuracy.,check all loadrelated documentation for completeness and accuracy,Review documents or materials for compliance with policies or regulations.,Examine materials or documentation for accuracy or compliance.,Evaluating Information to Determine Compliance with Standards,Heavy and Tractor-Trailer Truck Drivers,heavy and tractortrailer truck drivers,53-3032.00,Heavy and Tractor-Trailer Truck Drivers,53-3032,53-3032.00,Driver/Sales Workers and Truck Drivers,Motor Vehicle Operators,Transportation and Material Moving Occupations,2026-05-31,0.0113071264295034,4.882,False,1.7007265384615389,4.63,91.58,0.1285040035513803,0.1,E2,E1,58640.0,52120.0,70100.0,58080.0,51550.0,60230.0,61500.0,60490.0,57590.0,64170.0,50640.0,57050.0,59820.0,58770.0,60320.0,60290.0,58070.0,58920.0,56340.0,49320.0,57050.0,59360.0,63030.0,57180.0,61990.0,51820.0,54550.0,58870.0,58390.0,62290.0,60280.0,63570.0,50500.0,62050.0,51530.0,60910.0,59800.0,54410.0,61980.0,58580.0,60190.0,51130.0,58690.0,58620.0,56290.0,60620.0,60830.0,56860.0,64760.0,49480.0,58610.0,60310.0,38760.0,25510.0,43270.0,2062040.0,36650.0,3420.0,40150.0,32220.0,205090.0,25350.0,15740.0,9040.0,830.0,112920.0,74840.0,4070.0,15920.0,84200.0,59090.0,35040.0,24220.0,31760.0,28540.0,9980.0,29150.0,30890.0,60800.0,38770.0,24160.0,47760.0,7830.0,23160.0,15010.0,6960.0,47980.0,11820.0,63700.0,62400.0,11870.0,83060.0,27840.0,23970.0,87550.0,3620.0,34170.0,6470.0,64890.0,209680.0,25060.0,3560.0,48750.0,40530.0,12190.0,53330.0,6050.0,480.0,10480.0,240.0
Check and analyze operating system or application log files regularly to verify proper system performance.,check and analyze operating system or application log files regularly to verify proper system performance,Test computer system operations to ensure proper functioning.,Test performance of computer or information systems.,"Inspecting Equipment, Structures, or Materials",Web Administrators,web administrators,15-1199.03,Web Administrators,15-1299,15-1299.01,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.1582997700130484,4.845181514814442,False,0.5274046153846154,3.64,70.0,0.0311590438247011,0.1,E1,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,187608.0,6800.0,1836.0,5510.000000000001,2896.0,207228.0,30509.0,8015.0,859.9999999999999,44471.0,13710.0,53339.0,5378.0,2689.0,28854.0,8636.0,9954.0,3465.0,1850.0,12979.0,899.9999999999999,49280.0,15953.0,19236.0,10807.0,3749.0,14340.0,1396.0,5895.0,6748.0,2508.0,31052.0,4266.0,11459.999999999998,39015.0,1887.0,6149.999999999999,8584.0,6334.0,14580.000000000002,2146.0,11118.0,240.0,28260.0,147425.0,17271.0,3413.0,43954.0,37128.0,8739.0,12100.0,440.0,724.0,2275.0,103.0
Check and analyze operating system or application log files regularly to verify proper system performance.,check and analyze operating system or application log files regularly to verify proper system performance,Analyze data to identify or resolve operational problems.,Analyze data to improve operations.,Analyzing Data or Information,Web Administrators,web administrators,15-1199.03,Web Administrators,15-1299,15-1299.01,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.1582997700130484,4.845181514814442,False,0.5274046153846154,3.64,70.0,0.0311590438247011,0.1,E1,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,187608.0,6800.0,1836.0,5510.000000000001,2896.0,207228.0,30509.0,8015.0,859.9999999999999,44471.0,13710.0,53339.0,5378.0,2689.0,28854.0,8636.0,9954.0,3465.0,1850.0,12979.0,899.9999999999999,49280.0,15953.0,19236.0,10807.0,3749.0,14340.0,1396.0,5895.0,6748.0,2508.0,31052.0,4266.0,11459.999999999998,39015.0,1887.0,6149.999999999999,8584.0,6334.0,14580.000000000002,2146.0,11118.0,240.0,28260.0,147425.0,17271.0,3413.0,43954.0,37128.0,8739.0,12100.0,440.0,724.0,2275.0,103.0
"Check completed work for spelling, grammar, punctuation, and format.",check completed work for spelling grammar punctuation and format,"Proofread documents, records, or other files to ensure accuracy.",Examine materials or documentation for accuracy or compliance.,Evaluating Information to Determine Compliance with Standards,Word Processors and Typists,word processors and typists,43-9022.00,Word Processors and Typists,43-9022,43-9022.00,Data Entry and Information Processing Workers,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0904570114360276,4.335725839061869,False,3.29838,4.31,95.78,0.5360606998082961,0.2,E2,E1,49280.0,46860.0,49280.0,42070.0,43010.0,56380.0,57550.0,49250.0,45480.0,49180.0,35770.0,31450.0,40060.0,49930.0,45490.0,39520.0,43210.0,49280.0,49280.0,49280.0,49280.0,47110.0,53740.0,47970.0,51550.0,49280.0,37440.0,49280.0,47080.0,41290.0,49280.0,49520.0,46400.0,48400.0,49280.0,49280.0,48670.0,43710.0,52420.0,41000.0,47040.0,42840.0,49280.0,49750.0,47720.0,49280.0,49280.0,46130.0,46110.0,36060.0,48540.0,49280.0,49280.0,32270.0,49280.0,35010.0,70.0,73.0,725.0,40.0,10270.0,59.99999999999999,170.0,50.0,120.0,1000.0,1094.0,270.0,59.99999999999999,490.0,120.0,360.0,322.0,160.0,433.0,143.0,210.0,350.0,520.0,210.0,260.0,260.0,114.0,80.0,170.0,153.0,3560.0000000000005,59.99999999999999,12340.0,1105.0,96.0,310.0,40.0,40.0,1170.0,120.0,30.0,102.0,90.0,290.0,388.0,68.0,290.0,140.0,80.0,180.0,62.99999999999999,14.999999999999998,1700.0,7.0
"Check construction plans, design calculations, or cost estimations to ensure completeness, accuracy, or conformity to engineering standards or practices.",check construction plans design calculations or cost estimations to ensure completeness accuracy or conformity to engineering standards or practices,Evaluate designs or specifications to ensure quality.,"Evaluate designs, specifications, or other technical data.",Analyzing Data or Information,Transportation Engineers,transportation engineers,17-2051.01,Transportation Engineers,17-2051,17-2051.01,Civil Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.3235,False,0.7763711538461537,4.23,100.0,0.5108288252672946,0.7999999999999999,E2,E2,100840.0,99010.0,114730.0,89660.0,85020.0,122500.0,101420.0,103150.0,100220.0,103880.0,98570.0,84240.0,94280.0,98030.0,99760.0,98270.0,96430.0,96880.0,100930.0,105380.0,97820.0,100680.0,106730.0,92100.0,101480.0,100170.0,92750.0,93070.0,103150.0,104310.0,98710.0,104660.0,103900.0,103760.0,100730.0,98190.0,96220.0,98760.0,105250.0,97850.0,99300.0,101600.0,98700.0,95910.0,96860.0,96830.0,95600.0,97120.0,110000.0,86930.0,94600.0,90590.0,67410.0,61060.0,100840.0,230709.0,6736.0,2095.0,7451.0,2346.0,69218.0,16671.0,5482.0,1154.0,2070.0,29792.0,11791.0,3312.0,3299.0,17449.0,5055.0,3136.0,3613.0,3374.0,4742.0,1555.0,6573.0,11854.0,9734.0,5908.0,2220.0,7225.0,2346.0,2960.0,4466.0,2032.0,8655.0,1693.0,21952.0,16069.0,1731.0,13246.0,2735.0,6134.0,19907.0,1593.0,9007.0,1806.0,7263.0,43741.0,7112.0,966.0,14237.0,15793.0,1631.0,9295.0,1242.0,803.0,2195.0,48.0
"Check data input or verify totals on forms prepared by others to detect errors in arithmetic, data entry, or procedures.",check data input or verify totals on forms prepared by others to detect errors in arithmetic data entry or procedures,Verify accuracy of records.,Evaluate the quality or accuracy of data.,Processing Information,Tax Preparers,tax preparers,13-2082.00,Tax Preparers,13-2082,13-2082.00,"Tax Examiners, Collectors and Preparers, and Revenue Agents",Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0452285057180138,4.818952467453831,False,1.9583092307692307,4.37,90.48,0.13993732479855,0.1,E2,E1,54920.0,33280.0,62360.0,44770.0,35040.0,70030.0,62620.0,41130.0,51960.0,54920.0,49020.0,49330.0,34720.0,54920.0,54480.0,45710.0,53660.0,47300.0,36620.0,38740.0,47150.0,47020.0,58400.0,46400.0,59200.0,50670.0,62780.0,63080.0,43010.0,60000.0,61370.0,43420.0,38060.0,71850.0,48130.0,57060.0,49020.0,42700.0,61370.0,61270.0,57680.0,39220.0,52530.0,36600.0,47460.0,66720.0,54920.0,58520.0,45370.0,35880.0,44340.0,57990.0,54920.0,46730.0,54920.0,76480.0,290.0,70.0,2240.0,550.0,10270.0,1540.0,700.0,240.0,343.0,4852.0,1670.0,307.0,419.0,1310.0,1820.0,780.0,450.0,1080.0,650.0,250.0,1240.0,1500.0,1660.0,1040.0,580.0,1330.0,360.0,420.0,1410.0,420.0,3220.0,340.0,7620.0,2710.0,220.0,1590.0,1300.0,1590.0,2010.0,245.0,1360.0,280.0,1260.0,6010.0,1190.0,148.0,1960.0,1360.0,330.0,1550.0,90.0,33.0,340.0,16.0
"Check figures, postings, and documents for correct entry, mathematical accuracy, and proper codes.",check figures postings and documents for correct entry mathematical accuracy and proper codes,Verify accuracy of financial or transactional data.,Evaluate the quality or accuracy of data.,Processing Information,"Bookkeeping, Accounting, and Auditing Clerks",bookkeeping accounting and auditing clerks,43-3031.00,"Bookkeeping, Accounting, and Auditing Clerks",43-3031,43-3031.00,"Bookkeeping, Accounting, and Auditing Clerks",Financial Clerks,Office and Administrative Support Occupations,2026-05-31,0.0339213792885103,4.885797217495747,False,2.754036923076923,4.68,95.14,0.2195186053747469,0.1,E0,E1,50670.0,44640.0,56430.0,50590.0,42840.0,59230.0,54000.0,59970.0,51780.0,65180.0,49330.0,49350.0,48730.0,48310.0,49560.0,47820.0,48180.0,47290.0,46550.0,44890.0,50510.0,53540.0,59830.0,48980.0,54600.0,42840.0,47990.0,47270.0,47110.0,50380.0,52450.0,58300.0,48080.0,58160.0,47930.0,49710.0,48810.0,46180.0,54060.0,48440.0,53280.0,47940.0,46340.0,48180.0,48910.0,49440.0,54720.0,51620.0,58620.0,42890.0,50340.0,47910.0,33280.0,28700.0,46490.0,1373680.0,19890.0,4580.0,22690.0,12510.0,151870.0,26140.0,14929.999999999998,4600.0,1790.0,88670.0,38700.0,5220.0,9540.0,51470.0,29910.0,14020.0,15380.000000000002,23480.0,18980.0,7390.0,18170.0,29110.0,37550.0,26850.0,12160.0,21400.0,6980.0,10050.0,15180.0,7180.0,37550.0,7779.999999999999,84280.0,48760.0,4290.0,45140.0,16490.0,21710.0,48920.0,4570.0,19980.0,10200.0,37680.0,122400.0,12650.0,2950.0,31990.0,32930.0,7620.000000000001,25960.0,3480.0,880.0,6650.0,280.0
Check identifications to verify age of players.,check identifications to verify age of players,Examine personal documentation to ensure that it is valid.,Verify personal information.,Processing Information,Gaming Change Persons and Booth Cashiers,gaming change persons and booth cashiers,41-2012.00,Gambling Change Persons and Booth Cashiers,41-2012,41-2012.00,Cashiers,Retail Sales Workers,Sales and Related Occupations,2026-05-31,0.0030529241359659,4.688211757463835,True,3.580193846153846,4.75,93.12,0.2791038130307182,0.1,E0,E0,36220.0,36220.0,36220.0,63400.0,36220.0,37350.0,38320.0,38350.0,37140.0,36220.0,37770.0,36220.0,36220.0,36220.0,32200.0,29020.0,38230.0,34000.0,38060.0,23390.0,36220.0,41220.0,36220.0,37910.0,33820.0,30160.0,39130.0,27910.0,28080.0,30620.0,36220.0,37850.0,30800.0,48110.0,36220.0,49830.0,32110.0,28660.0,37010.0,34800.0,36220.0,36220.0,30020.0,36220.0,62400.0,36220.0,36220.0,36220.0,38640.0,22080.0,37020.0,36220.0,36220.0,22050.0,36220.0,21530.0,291.0,45.0,680.0,179.0,4360.0,320.0,233.0,40.0,97.0,630.0,672.0,86.0,118.0,230.0,410.0,400.0,130.0,30.0,990.0,88.0,200.0,110.0,1210.0,450.0,640.0,210.0,290.0,40.0,3080.0,94.0,340.0,380.0,830.0,80.0,100.0,220.0,1120.0,180.0,310.0,69.0,317.0,520.0,451.0,910.0,239.0,42.0,565.0,670.0,610.0,200.0,39.0,9.0,190.0,4.0
Check identifications to verify age of players.,check identifications to verify age of players,Verify patron or staff credentials.,Verify personal information.,Processing Information,Gaming Change Persons and Booth Cashiers,gaming change persons and booth cashiers,41-2012.00,Gambling Change Persons and Booth Cashiers,41-2012,41-2012.00,Cashiers,Retail Sales Workers,Sales and Related Occupations,2026-05-31,0.0030529241359659,4.688211757463835,True,3.580193846153846,4.75,93.12,0.2791038130307182,0.1,E0,E0,36220.0,36220.0,36220.0,63400.0,36220.0,37350.0,38320.0,38350.0,37140.0,36220.0,37770.0,36220.0,36220.0,36220.0,32200.0,29020.0,38230.0,34000.0,38060.0,23390.0,36220.0,41220.0,36220.0,37910.0,33820.0,30160.0,39130.0,27910.0,28080.0,30620.0,36220.0,37850.0,30800.0,48110.0,36220.0,49830.0,32110.0,28660.0,37010.0,34800.0,36220.0,36220.0,30020.0,36220.0,62400.0,36220.0,36220.0,36220.0,38640.0,22080.0,37020.0,36220.0,36220.0,22050.0,36220.0,21530.0,291.0,45.0,680.0,179.0,4360.0,320.0,233.0,40.0,97.0,630.0,672.0,86.0,118.0,230.0,410.0,400.0,130.0,30.0,990.0,88.0,200.0,110.0,1210.0,450.0,640.0,210.0,290.0,40.0,3080.0,94.0,340.0,380.0,830.0,80.0,100.0,220.0,1120.0,180.0,310.0,69.0,317.0,520.0,451.0,910.0,239.0,42.0,565.0,670.0,610.0,200.0,39.0,9.0,190.0,4.0
Check inventory records to determine availability of requested merchandise.,check inventory records to determine availability of requested merchandise,Monitor inventories of products or materials.,Monitor resources or inventories.,Monitoring and Controlling Resources,Order Clerks,order clerks,43-4151.00,Order Clerks,43-4151,43-4151.00,Order Clerks,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.8709713146527855,False,2.2289176923076925,4.23,70.23,0.1490188046984225,0.1,E0,E2,46170.0,48840.0,37590.0,48590.0,41760.0,47290.0,49530.0,47500.0,41430.0,49150.0,44380.0,41720.0,46760.0,40110.0,47670.0,44340.0,44980.0,45200.0,40620.0,37520.0,47750.0,47700.0,55040.0,44240.0,48400.0,43040.0,46170.0,42000.0,44060.0,40560.0,48540.0,46270.0,41020.0,48320.0,46060.0,46170.0,46120.0,45850.0,50260.0,46840.0,49410.0,41740.0,48010.0,39160.0,44280.0,40260.0,49950.0,42580.0,47990.0,45320.0,47750.0,46170.0,46170.0,46170.0,46170.0,75200.0,80.0,70.0,760.0,290.0,12390.0,1970.0,710.0,170.0,170.0,3270.0,1750.0,210.0,90.0,3540.0,1800.0,680.0,310.0,930.0,660.0,300.0,850.0,1350.0,2290.0,1150.0,470.0,840.0,60.0,440.0,740.0,390.0,2640.0,310.0,3530.0,2990.0,206.0,3810.0,2210.0,790.0,2570.0,170.0,740.0,330.0,2260.0,5180.0,880.0,146.0,1690.0,4300.0,100.0,1540.0,135.0,32.0,451.0,15.0
"Check original texts or confer with authors to ensure that translations retain the content, meaning, and feeling of the original material.",check original texts or confer with authors to ensure that translations retain the content meaning and feeling of the original material,Verify accuracy of data.,Evaluate the quality or accuracy of data.,Processing Information,Interpreters and Translators,interpreters and translators,27-3091.00,Interpreters and Translators,27-3091,27-3091.00,Miscellaneous Media and Communication Workers,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0226142528590069,4.509306771304961,False,1.367028076923077,4.3,64.7,0.3088209732698959,0.4,E0,E1,60170.0,46130.0,60170.0,50150.0,52490.0,70770.0,71790.0,68340.0,60170.0,109970.0,48930.0,57880.0,42270.0,66130.0,55290.0,48140.0,48150.0,47950.0,53590.0,48420.0,63470.0,88550.0,72750.0,45310.0,66410.0,57130.0,57010.0,47850.0,53050.0,50370.0,56370.0,58970.0,63550.0,84090.0,50030.0,48190.0,61230.0,48980.0,66300.0,57040.0,82320.0,50860.0,53140.0,51080.0,47510.0,65770.0,62450.0,63030.0,61750.0,60170.0,63390.0,60170.0,60170.0,42990.0,60170.0,52060.0,310.0,150.0,2070.0,220.0,5560.0,800.0000000000001,280.0,110.0,280.0,4200.0,1600.0000000000002,59.99999999999999,300.0,1510.0,1170.0,560.0,470.0,480.0,120.0,90.0,1150.0,2280.0,940.0,1030.0,80.0,440.0,59.99999999999999,570.0,320.0,240.0,870.0,360.0,3240.0,1780.0,130.0,2030.0,320.0,660.0,1420.0,200.00000000000003,520.0,230.0,710.0,6780.0,849.9999999999999,80.0,1630.0,1250.0,120.0,1410.0,93.0,22.0,130.0,11.0
Check preliminary and final proofs for errors and make necessary corrections.,check preliminary and final proofs for errors and make necessary corrections,"Proofread documents, records, or other files to ensure accuracy.",Examine materials or documentation for accuracy or compliance.,Evaluating Information to Determine Compliance with Standards,Desktop Publishers,desktop publishers,43-9031.00,Desktop Publishers,43-9031,43-9031.00,Desktop Publishers,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.0255,False,2.4683323076923074,4.41,89.51,0.1889163243995824,0.1,E2,E1,55290.0,55290.0,55290.0,52000.0,55290.0,71930.0,77750.0,55290.0,55290.0,55290.0,52720.0,39460.0,55290.0,55290.0,61350.0,49070.0,55290.0,55290.0,45760.0,47130.0,47100.0,69820.0,61170.0,45300.0,54930.0,55290.0,55290.0,55290.0,36280.0,55290.0,48300.0,63020.0,55290.0,56660.0,43700.0,55290.0,53380.0,46040.0,50650.0,55290.0,55290.0,62320.0,55290.0,44440.0,57760.0,55290.0,53550.0,55290.0,55290.0,55290.0,46010.0,55290.0,55290.0,55290.0,55290.0,3350.0,45.0,90.0,30.0,28.0,320.0,62.0,36.0,10.0,15.0,150.0,230.0,13.0,18.0,150.0,130.0,33.0,31.0,40.0,40.0,30.0,140.0,80.0,40.0,90.0,25.0,63.0,11.0,40.0,33.0,30.0,100.0,19.0,350.0,80.0,9.0,60.0,40.0,90.0,140.0,11.0,40.0,10.0,40.0,270.0,37.0,50.0,50.0,76.0,15.0,40.0,6.0,1.0,20.0,1.0
"Check products for quality, and identify damaged or expired goods.",check products for quality and identify damaged or expired goods,Evaluate quality of food ingredients or prepared foods.,Evaluate production inputs or outputs.,"Judging the Qualities of Objects, Services, or People",Bakers,bakers,51-3011.00,Bakers,51-3011,51-3011.00,Bakers,Food Processing Workers,Production Occupations,2026-05-31,0.0113071264295034,4.947500000000001,True,2.5685534615384618,4.73,95.52,0.208110098440911,0.1,E0,E2,37160.0,34030.0,39710.0,37700.0,30380.0,43120.0,40650.0,36460.0,36730.0,44040.0,35870.0,35010.0,46710.0,34060.0,37030.0,36150.0,37210.0,34300.0,33890.0,28020.0,37390.0,37040.0,38130.0,35830.0,40210.0,28920.0,35130.0,37200.0,35280.0,39540.0,39500.0,36960.0,34850.0,38660.0,34510.0,36900.0,34560.0,31460.0,39500.0,36360.0,38140.0,35460.0,38340.0,34440.0,33790.0,36670.0,39980.0,34430.0,46140.0,28480.0,37310.0,40000.0,24320.0,22170.0,29660.0,236200.0,1880.0,430.0,4000.0,2400.0,30020.0,4680.0,3670.0,290.0,1270.0,12320.0,7350.0,1580.0,2230.0,12420.0,3600.0,2150.0,1370.0,1630.0,2450.0,1380.0,2740.0,6070.0,7290.0,2660.0,1300.0,4190.0,990.0,1030.0,2040.0,880.0,8110.0,1540.0,15130.0,9320.0,830.0,8890.0,1980.0,4160.0,10380.0,560.0,2940.0,330.0,5200.0,16710.0,3190.0,580.0,7820.0,6270.0,750.0,4930.0,240.0,160.0,2530.0,100.0
Check source data to verify completeness and accuracy.,check source data to verify completeness and accuracy,Check data for recording errors.,Evaluate the quality or accuracy of data.,Processing Information,Statistical Assistants,statistical assistants,43-9111.00,Statistical Assistants,43-9111,43-9111.00,Statistical Assistants,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0339213792885103,4.757736792747734,False,1.28386,4.41,94.41,0.1989861512421128,0.2,E1,E1,50330.0,50330.0,50330.0,56900.0,50330.0,82580.0,50330.0,76140.0,50330.0,50330.0,57200.0,50330.0,40240.0,50330.0,63410.0,46860.0,50330.0,50330.0,45660.0,50330.0,48050.0,59690.0,70470.0,49660.0,58580.0,50330.0,58610.0,50330.0,59620.0,50330.0,50330.0,69480.0,50330.0,46520.0,50330.0,50330.0,47980.0,46010.0,50330.0,48740.0,50330.0,58970.0,50330.0,47780.0,43590.0,50330.0,50330.0,50330.0,63660.0,50330.0,53400.0,50330.0,50330.0,27490.0,50330.0,4710.0,64.0,10.0,100.0,39.0,110.0,86.0,160.0,15.0,21.0,90.0,147.0,40.0,26.0,183.0,270.0,80.0,43.0,100.0,58.0,40.0,100.0,190.0,370.0,89.0,35.0,90.0,15.0,170.0,47.0,21.0,110.0,26.0,292.0,250.0,13.0,70.0,30.0,59.0,280.0,15.0,40.0,14.0,390.0,423.0,52.0,9.0,124.0,200.0,21.0,60.0,8.0,2.0,230.0,1.0
Check specifications of materials loaded or unloaded against information contained in work orders.,check specifications of materials loaded or unloaded against information contained in work orders,Verify information or specifications.,Evaluate the quality or accuracy of data.,Processing Information,"First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand",firstline supervisors of helpers laborers and material movers hand,53-1021.00,"First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand",53-1042,53-1042.00,First-Line Supervisors of Transportation and Material Moving Workers,Supervisors of Transportation and Material Moving Workers,Transportation and Material Moving Occupations,2026-05-31,0.1017641378655311,4.909154788195141,False,2.141978076923077,3.87,68.61,0.1384845672344888,0.1,E1,E0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,126680.0,1711.0,263.0,2622.0,1055.0,14740.0,2326.0,1373.0,392.0,568.0,8036.0,3957.0,508.0,694.0,4935.0,2591.0,1262.0,1163.0,1619.0,1566.0,518.0,2236.0,2944.0,3564.0,2387.0,941.0,2376.0,414.0,829.0,1256.0,553.0,3468.0,705.0,7840.0,3999.0,348.0,4492.0,1382.0,1592.0,4908.0,406.0,1865.0,370.0,2653.0,11388.0,1405.0,246.0,3326.0,2874.0,568.0,2381.0,227.0,54.0,760.0,26.0
"Check supplies to ensure adequate availability, and order new supplies when necessary.",check supplies to ensure adequate availability and order new supplies when necessary,Monitor availability of equipment or supplies.,Monitor resources or inventories.,Monitoring and Controlling Resources,"Locker Room, Coatroom, and Dressing Room Attendants",locker room coatroom and dressing room attendants,39-3093.00,"Locker Room, Coatroom, and Dressing Room Attendants",39-3093,39-3093.00,Miscellaneous Entertainment Attendants and Related Workers,Entertainment Attendants and Related Workers,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.785706632379728,True,1.46636,4.31,72.75,0.201304876451515,0.2,E0,E0,36300.0,26440.0,26350.0,36400.0,27180.0,46560.0,37690.0,40260.0,36300.0,50440.0,35290.0,33430.0,51100.0,36300.0,38890.0,26320.0,23720.0,28520.0,36300.0,36300.0,35620.0,38840.0,40770.0,29640.0,29710.0,36300.0,30680.0,50370.0,36300.0,36620.0,34330.0,36650.0,36300.0,37420.0,33140.0,36300.0,28960.0,21590.0,37520.0,38460.0,41250.0,33250.0,36300.0,36300.0,34100.0,23660.0,36300.0,38010.0,47500.0,36300.0,28540.0,36300.0,36300.0,36300.0,36300.0,15560.0,60.0,150.0,650.0,50.0,2620.0,80.0,110.0,48.0,40.0,1030.0,90.0,190.0,85.0,800.0,90.0,280.0,80.0,199.0,192.0,90.0,320.0,190.0,1170.0,390.0,116.0,540.0,30.0,102.0,510.0,68.0,300.0,87.0,2250.0,340.0,43.0,480.0,200.0,196.0,580.0,70.0,140.0,45.0,326.0,590.0,190.0,30.0,120.0,60.0,70.0,260.0,28.0,7.0,93.0,3.0
"Check tax forms to verify that names and taxpayer identification numbers are correct, that computations have been performed correctly, or that amounts match those on supporting documentation.",check tax forms to verify that names and taxpayer identification numbers are correct that computations have been performed correctly or that amounts match those on supporting documentation,Verify accuracy of records.,Evaluate the quality or accuracy of data.,Processing Information,"Tax Examiners and Collectors, and Revenue Agents",tax examiners and collectors and revenue agents,13-2081.00,"Tax Examiners and Collectors, and Revenue Agents",13-2081,13-2081.00,"Tax Examiners, Collectors and Preparers, and Revenue Agents",Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.891193297915816,False,2.9031446153846154,4.54,60.29,0.1732701581993495,0.1,E2,E1,62370.0,58100.0,94630.0,92680.0,55140.0,74110.0,69740.0,89140.0,72900.0,62370.0,46760.0,55430.0,67210.0,61110.0,80720.0,56570.0,66860.0,88610.0,57240.0,49940.0,63290.0,66900.0,75560.0,63440.0,79000.0,41860.0,50250.0,63610.0,59150.0,75500.0,58610.0,96420.0,56260.0,72610.0,61950.0,72230.0,76240.0,52480.0,65830.0,56870.0,69870.0,61110.0,63790.0,51630.0,58200.0,49940.0,59010.0,59610.0,72850.0,50730.0,59990.0,61780.0,62370.0,43740.0,62370.0,56610.0,1300.0,60.0,230.0,440.0,8610.0,620.0,940.0,110.0,254.0,3950.0,1970.0,80.0,300.0,1350.0,550.0,210.0,50.0,1290.0,600.0,350.0,560.0,1260.0,1080.0,1150.0,710.0,2280.0,130.0,180.0,280.0,330.0,1430.0,190.0,3550.0,1300.0,60.0,990.0,240.0,430.0,3540.0,270.0,280.0,120.0,1850.0,3980.0,3470.0,140.0,1800.0,770.0,290.0,500.0,60.0,24.0,440.0,12.0
Check the quality of raw materials to ensure that standards and specifications are met.,check the quality of raw materials to ensure that standards and specifications are met,Evaluate quality of food ingredients or prepared foods.,Evaluate production inputs or outputs.,"Judging the Qualities of Objects, Services, or People",Bakers,bakers,51-3011.00,Bakers,51-3011,51-3011.00,Bakers,Food Processing Workers,Production Occupations,2026-05-31,0.0030529241359659,4.9031,True,2.432114615384616,4.47,85.24,0.1833525283684853,0.1,E0,E0,37160.0,34030.0,39710.0,37700.0,30380.0,43120.0,40650.0,36460.0,36730.0,44040.0,35870.0,35010.0,46710.0,34060.0,37030.0,36150.0,37210.0,34300.0,33890.0,28020.0,37390.0,37040.0,38130.0,35830.0,40210.0,28920.0,35130.0,37200.0,35280.0,39540.0,39500.0,36960.0,34850.0,38660.0,34510.0,36900.0,34560.0,31460.0,39500.0,36360.0,38140.0,35460.0,38340.0,34440.0,33790.0,36670.0,39980.0,34430.0,46140.0,28480.0,37310.0,40000.0,24320.0,22170.0,29660.0,236200.0,1880.0,430.0,4000.0,2400.0,30020.0,4680.0,3670.0,290.0,1270.0,12320.0,7350.0,1580.0,2230.0,12420.0,3600.0,2150.0,1370.0,1630.0,2450.0,1380.0,2740.0,6070.0,7290.0,2660.0,1300.0,4190.0,990.0,1030.0,2040.0,880.0,8110.0,1540.0,15130.0,9320.0,830.0,8890.0,1980.0,4160.0,10380.0,560.0,2940.0,330.0,5200.0,16710.0,3190.0,580.0,7820.0,6270.0,750.0,4930.0,240.0,160.0,2530.0,100.0
Check to ensure that appropriate changes were made to resolve customers' problems.,check to ensure that appropriate changes were made to resolve customers problems,Respond to customer problems or complaints.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,Customer Service Representatives,customer service representatives,43-4051.00,Customer Service Representatives,43-4051,43-4051.00,Customer Service Representatives,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.440512507626601,False,3.1946476923076923,4.39,83.76,0.2315549097413398,0.1,E1,E2,44770.0,38400.0,45150.0,45690.0,37840.0,49560.0,47540.0,48090.0,48190.0,48250.0,40440.0,39630.0,45650.0,43200.0,46130.0,43140.0,46090.0,40320.0,38700.0,37330.0,47160.0,42830.0,49120.0,43950.0,48800.0,36380.0,44190.0,45290.0,43940.0,40560.0,47300.0,47740.0,39030.0,48000.0,40240.0,44670.0,45610.0,38650.0,47450.0,44630.0,47550.0,38860.0,40650.0,42830.0,40420.0,43140.0,47500.0,42730.0,50330.0,38430.0,46970.0,42340.0,30350.0,26700.0,37140.0,2595750.0,33290.0,2410.0,87020.0,20680.0,176850.0,38770.0,24490.0,7470.0,7550.000000000001,228000.0,97850.0,8010.0,18770.0,100970.0,44630.0,30100.0,29200.0,38630.0,25780.0,7560.0,37740.0,49990.0,71310.0,53340.0,20860.0,50530.0,4910.0,15340.0,32110.0,12750.0,59690.0,16950.0,141090.0,89510.0,5750.0,85930.0,34460.0,19440.0,94340.0,7890.0,51000.0,6120.0,59730.0,337170.0,44490.0,2870.0,59850.0,39760.0,9860.0,50840.0,2110.0,720.0,20330.0,320.0
Check translations of technical terms and terminology to ensure that they are accurate and remain consistent throughout translation revisions.,check translations of technical terms and terminology to ensure that they are accurate and remain consistent throughout translation revisions,Verify accuracy of data.,Evaluate the quality or accuracy of data.,Processing Information,Interpreters and Translators,interpreters and translators,27-3091.00,Interpreters and Translators,27-3091,27-3091.00,Miscellaneous Media and Communication Workers,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0226142528590069,4.7561,False,2.554607692307693,4.35,81.68,0.3695431376124755,0.2,E0,E1,60170.0,46130.0,60170.0,50150.0,52490.0,70770.0,71790.0,68340.0,60170.0,109970.0,48930.0,57880.0,42270.0,66130.0,55290.0,48140.0,48150.0,47950.0,53590.0,48420.0,63470.0,88550.0,72750.0,45310.0,66410.0,57130.0,57010.0,47850.0,53050.0,50370.0,56370.0,58970.0,63550.0,84090.0,50030.0,48190.0,61230.0,48980.0,66300.0,57040.0,82320.0,50860.0,53140.0,51080.0,47510.0,65770.0,62450.0,63030.0,61750.0,60170.0,63390.0,60170.0,60170.0,42990.0,60170.0,52060.0,310.0,150.0,2070.0,220.0,5560.0,800.0000000000001,280.0,110.0,280.0,4200.0,1600.0000000000002,59.99999999999999,300.0,1510.0,1170.0,560.0,470.0,480.0,120.0,90.0,1150.0,2280.0,940.0,1030.0,80.0,440.0,59.99999999999999,570.0,320.0,240.0,870.0,360.0,3240.0,1780.0,130.0,2030.0,320.0,660.0,1420.0,200.00000000000003,520.0,230.0,710.0,6780.0,849.9999999999999,80.0,1630.0,1250.0,120.0,1410.0,93.0,22.0,130.0,11.0
"Check victims for signs of life, such as breathing and pulse.",check victims for signs of life such as breathing and pulse,Check physical condition of people or animals.,Examine people or animals to assess health conditions or physical characteristics.,"Inspecting Equipment, Structures, or Materials",Detectives and Criminal Investigators,detectives and criminal investigators,33-3021.00,Detectives and Criminal Investigators,33-3021,33-3021.00,Detectives and Criminal Investigators,Law Enforcement Workers,Protective Service Occupations,2026-05-31,0.0030529241359659,5.0,True,0.250005,4.59,84.55,0.0178697209524407,0.1,E0,E0,93790.0,66290.0,114940.0,102340.0,54500.0,124840.0,105480.0,95240.0,122050.0,160760.0,77060.0,65430.0,113940.0,72520.0,91190.0,70340.0,79560.0,75740.0,71670.0,60450.0,88310.0,126730.0,110150.0,90650.0,80000.0,58640.0,75650.0,92410.0,100530.0,94470.0,89290.0,116300.0,86840.0,101240.0,63280.0,82290.0,79300.0,80430.0,107450.0,97580.0,88450.0,62760.0,77730.0,77090.0,90510.0,78920.0,106330.0,112760.0,115790.0,92410.0,91040.0,81880.0,93790.0,70760.0,93790.0,19389.0,681.0,71.0,2669.0,285.0,6410.0,981.0,478.0,71.0,1515.0,3274.0,2577.0,224.0,320.0,1662.0,651.0,208.0,539.0,366.0,884.0,280.0,513.0,661.0,1128.0,1001.0,412.0,813.0,254.0,147.0,300.0,147.0,1566.0,1027.0,4880.0,1708.0,213.0,1088.0,620.0,264.0,1713.0,183.0,747.0,127.0,945.0,9592.0,280.0,97.0,1616.0,940.0,112.0,834.0,86.0,8.0,315.0,4.0
Choose settings and locations for films and determine how scenes will be shot in these settings.,choose settings and locations for films and determine how scenes will be shot in these settings,Determine technical requirements of productions or projects.,Determine operational methods or procedures.,Making Decisions and Solving Problems,Producers and Directors,producers and directors,27-2012.00,Producers and Directors,27-2012,27-2012.00,"Actors, Producers, and Directors","Entertainers and Performers, Sports and Related Workers","Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0339213792885103,4.628396671011731,False,0.4073446153846154,3.79,40.91,0.0192186794536785,0.1,E2,E2,90360.0,63340.0,54060.0,67320.0,38820.0,129790.0,78060.0,88260.0,72650.0,104270.0,79920.0,79950.0,66190.0,61150.0,81080.0,59870.0,58550.0,60600.0,54550.0,62920.0,71320.0,79350.0,80970.0,65720.0,76360.0,48100.0,66460.0,52580.0,52580.0,78480.0,61560.0,119840.0,90360.0,107550.0,63700.0,57870.0,69350.0,61600.0,87460.0,75460.0,84250.0,56030.0,60260.0,73020.0,71710.0,76350.0,55660.0,65900.0,81550.0,46660.0,66390.0,60420.0,90360.0,48820.0,90360.0,47706.66666666666,639.0,98.0,1057.0,430.0,20964.0,1205.0,1352.0,92.0,1623.0,4400.0,3079.0,313.0,234.0,1948.0,910.0,443.0,258.0,584.0,541.0,246.0,989.0,2114.0,1420.0,854.0,240.0,1002.0,240.0,289.0,1002.0,184.0,1825.0,320.0,17202.0,2151.0,104.0,989.0,473.0,1008.0,2581.0,344.0,731.0,104.0,1795.0,4062.0,1026.0,178.0,1733.0,1395.0,141.0,983.0,80.0,12.0,160.0,6.0
Choose settings and locations for films and determine how scenes will be shot in these settings.,choose settings and locations for films and determine how scenes will be shot in these settings,Determine presentation subjects or content.,"Develop news, entertainment, or artistic content.",Thinking Creatively,Producers and Directors,producers and directors,27-2012.00,Producers and Directors,27-2012,27-2012.00,"Actors, Producers, and Directors","Entertainers and Performers, Sports and Related Workers","Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0339213792885103,4.628396671011731,False,0.4073446153846154,3.79,40.91,0.0192186794536785,0.1,E2,E2,90360.0,63340.0,54060.0,67320.0,38820.0,129790.0,78060.0,88260.0,72650.0,104270.0,79920.0,79950.0,66190.0,61150.0,81080.0,59870.0,58550.0,60600.0,54550.0,62920.0,71320.0,79350.0,80970.0,65720.0,76360.0,48100.0,66460.0,52580.0,52580.0,78480.0,61560.0,119840.0,90360.0,107550.0,63700.0,57870.0,69350.0,61600.0,87460.0,75460.0,84250.0,56030.0,60260.0,73020.0,71710.0,76350.0,55660.0,65900.0,81550.0,46660.0,66390.0,60420.0,90360.0,48820.0,90360.0,47706.66666666666,639.0,98.0,1057.0,430.0,20964.0,1205.0,1352.0,92.0,1623.0,4400.0,3079.0,313.0,234.0,1948.0,910.0,443.0,258.0,584.0,541.0,246.0,989.0,2114.0,1420.0,854.0,240.0,1002.0,240.0,289.0,1002.0,184.0,1825.0,320.0,17202.0,2151.0,104.0,989.0,473.0,1008.0,2581.0,344.0,731.0,104.0,1795.0,4062.0,1026.0,178.0,1733.0,1395.0,141.0,983.0,80.0,12.0,160.0,6.0
"Choose subject matter and suitable form to express personal feelings and experiences or ideas, or to narrate stories or events.",choose subject matter and suitable form to express personal feelings and experiences or ideas or to narrate stories or events,Determine presentation subjects or content.,"Develop news, entertainment, or artistic content.",Thinking Creatively,"Poets, Lyricists and Creative Writers",poets lyricists and creative writers,27-3043.05,"Poets, Lyricists and Creative Writers",27-3043,27-3043.05,Writers and Editors,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.1582997700130484,4.578497251069029,False,1.094316923076923,4.55,95.45,0.3689633217118517,0.4,E1,E1,76910.0,66950.0,76910.0,55990.0,47970.0,86480.0,76830.0,98460.0,76910.0,129300.0,68080.0,74710.0,76910.0,56360.0,68220.0,75820.0,61010.0,65840.0,48780.0,89520.0,76910.0,104330.0,85260.0,76910.0,72810.0,54180.0,58140.0,76910.0,65470.0,63910.0,71830.0,81590.0,76910.0,76910.0,63660.0,50860.0,65930.0,58770.0,80540.0,77410.0,70190.0,51920.0,56700.0,58870.0,69990.0,64530.0,94430.0,85000.0,85700.0,64410.0,64370.0,49650.0,76910.0,43440.0,76910.0,45149.0,339.0,94.0,1130.0,509.0,15803.0,2449.0,480.0,139.0,1978.0,5669.0,1545.0,60.0,170.0,4973.0,848.0,546.0,240.0,659.0,480.0,377.0,1017.0,2543.0,1270.0,1356.0,245.0,1130.0,170.0,240.0,358.0,339.0,2223.0,170.0,14089.0,3409.0,151.0,1563.0,414.0,1789.0,2034.0,207.0,979.0,60.0,2373.0,4370.0,772.0,207.0,2882.0,1450.0,207.0,1337.0,81.0,19.0,170.0,9.0
Classify and catalog items according to content and purpose.,classify and catalog items according to content and purpose,Sort materials or products.,Sort materials or products.,Processing Information,"Library Assistants, Clerical",library assistants clerical,43-4121.00,"Library Assistants, Clerical",43-4121,43-4121.00,"Library Assistants, Clerical",Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0339213792885103,4.985314825990746,False,0.8558253846153846,4.28,53.02,0.1469578521425614,0.3,E0,E1,36910.0,27530.0,44800.0,38110.0,31100.0,47860.0,36130.0,39100.0,37090.0,59390.0,37880.0,36410.0,37110.0,33960.0,34680.0,28900.0,29480.0,31550.0,33690.0,29620.0,37890.0,45910.0,42520.0,34510.0,39970.0,28110.0,33760.0,39070.0,28080.0,46620.0,37400.0,39780.0,35250.0,35990.0,34550.0,34530.0,33480.0,29640.0,42270.0,30690.0,36610.0,33980.0,36910.0,37410.0,31200.0,32690.0,36430.0,38020.0,47540.0,30800.0,39610.0,38040.0,36910.0,23110.0,36910.0,85520.0,900.0,180.0,1560.0,390.0,11170.0,470.0,1810.0,270.0,100.0,3630.0,610.0,370.0,920.0,6620.0,1830.0,1700.0,1380.0,1050.0,720.0,540.0,730.0,2840.0,3470.0,1770.0,440.0,1610.0,160.0,310.0,660.0,990.0,3120.0,150.0,8010.0,1330.0,60.0,5240.0,800.0,1090.0,3930.0,510.0,960.0,250.0,1110.0,1600.0,820.0,350.0,2170.0,2810.0,450.0,1570.0,153.0,36.0,210.0,18.0
Classify goods according to tariff coding system.,classify goods according to tariff coding system,Examine product information to ensure compliance with regulations.,Examine materials or documentation for accuracy or compliance.,Evaluating Information to Determine Compliance with Standards,Customs Brokers,customs brokers,13-1199.03,Customs Brokers,13-1041,13-1041.08,Compliance Officers,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.856,False,4.0746153846153845,4.6,100.0,0.3362380952380952,0.1,E2,E1,80730.0,72990.0,76430.0,74920.0,64680.0,96980.0,82450.0,91810.0,91050.0,111030.0,74920.0,70200.0,82590.0,75450.0,80550.0,78770.0,75620.0,69740.0,69240.0,70290.0,83740.0,84720.0,102060.0,77390.0,85920.0,67450.0,67270.0,66660.0,73920.0,78290.0,82800.0,100000.0,67990.0,90080.0,78500.0,79440.0,75030.0,63000.0,82990.0,85580.0,87620.0,75460.0,72630.0,63960.0,75370.0,67370.0,90420.0,80380.0,88790.0,64270.0,78800.0,79890.0,71930.0,48950.0,67990.0,96523.0,5235.0,920.0,17260.0,4332.0,69263.0,10748.0,3610.0,2985.0,6082.0,41213.0,19982.0,1764.0,2305.0,14788.0,7110.0,5082.0,4943.0,6054.0,5513.0,2486.0,14025.0,18315.0,13497.0,8526.0,2388.0,9720.0,2055.0,4818.0,6110.0,2402.0,18482.0,3333.0,32632.0,15719.0,990.0,15608.0,5874.0,7443.0,27508.0,970.0,6610.0,1569.0,7990.0,59570.0,5221.0,2722.0,21093.0,15455.0,2388.0,7929.0,805.0,361.0,7596.0,230.0
"Classify, record, and summarize numerical and financial data to compile and keep financial records, using journals and ledgers or computers.",classify record and summarize numerical and financial data to compile and keep financial records using journals and ledgers or computers,Maintain financial or account records.,Maintain sales or financial records.,Documenting/Recording Information,"Bookkeeping, Accounting, and Auditing Clerks",bookkeeping accounting and auditing clerks,43-3031.00,"Bookkeeping, Accounting, and Auditing Clerks",43-3031,43-3031.00,"Bookkeeping, Accounting, and Auditing Clerks",Financial Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.760269834877166,False,1.2166015384615383,4.17,69.77,0.5730383094556096,0.7,E2,E1,50670.0,44640.0,56430.0,50590.0,42840.0,59230.0,54000.0,59970.0,51780.0,65180.0,49330.0,49350.0,48730.0,48310.0,49560.0,47820.0,48180.0,47290.0,46550.0,44890.0,50510.0,53540.0,59830.0,48980.0,54600.0,42840.0,47990.0,47270.0,47110.0,50380.0,52450.0,58300.0,48080.0,58160.0,47930.0,49710.0,48810.0,46180.0,54060.0,48440.0,53280.0,47940.0,46340.0,48180.0,48910.0,49440.0,54720.0,51620.0,58620.0,42890.0,50340.0,47910.0,33280.0,28700.0,46490.0,1373680.0,19890.0,4580.0,22690.0,12510.0,151870.0,26140.0,14929.999999999998,4600.0,1790.0,88670.0,38700.0,5220.0,9540.0,51470.0,29910.0,14020.0,15380.000000000002,23480.0,18980.0,7390.0,18170.0,29110.0,37550.0,26850.0,12160.0,21400.0,6980.0,10050.0,15180.0,7180.0,37550.0,7779.999999999999,84280.0,48760.0,4290.0,45140.0,16490.0,21710.0,48920.0,4570.0,19980.0,10200.0,37680.0,122400.0,12650.0,2950.0,31990.0,32930.0,7620.000000000001,25960.0,3480.0,880.0,6650.0,280.0
Coach client representatives in effective communication with the public or with employees.,coach client representatives in effective communication with the public or with employees,Coach others.,Coach others.,Coaching and Developing Others,Public Relations Specialists,public relations specialists,27-3031.00,Public Relations Specialists,27-3031,27-3031.00,Public Relations Specialists,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0339213792885103,4.1058020477815695,False,0.6432092307692308,4.14,95.45,0.1866901314350796,0.4,E0,E2,74750.0,61710.0,70050.0,66710.0,65000.0,85030.0,80680.0,84990.0,76120.0,102740.0,63660.0,73200.0,63880.0,61110.0,76380.0,64900.0,62970.0,64860.0,60150.0,60470.0,62450.0,79560.0,79660.0,65300.0,68620.0,59810.0,61130.0,63780.0,61780.0,73840.0,73280.0,80130.0,68700.0,81250.0,67230.0,70280.0,64840.0,64920.0,74900.0,57460.0,77540.0,62730.0,64520.0,60900.0,65160.0,62670.0,66060.0,80380.0,87470.0,56730.0,67240.0,67490.0,48460.0,44950.0,59990.0,283380.0,2410.0,640.0,5350.0,980.0,32710.0,7410.0,1910.0,930.0,16720.0,17820.0,6860.0,1800.0,1220.0,6200.0,3750.0,2890.0,2340.0,2580.0,1710.0,1400.0,4190.0,6760.0,7510.0,8260.0,950.0,4820.0,1760.0,1590.0,1600.0,1140.0,4980.0,1130.0,28250.0,9910.0,640.0,6670.0,2280.0,4510.0,11180.0,1140.0,2950.0,210.0,3380.0,25220.0,1800.0,1260.0,9990.0,6430.0,350.0,4410.0,480.0,121.0,520.0,60.0
Coach senior executives and managers on leadership and performance.,coach senior executives and managers on leadership and performance,Counsel clients on mental health or personal achievement.,Counsel others about personal matters.,Providing Consultation and Advice to Others,Industrial-Organizational Psychologists,industrialorganizational psychologists,19-3032.00,Industrial-Organizational Psychologists,19-3032,19-3032.00,Psychologists,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.457843904985643,False,0.6586153846153846,4.12,100.0,0.2627941176470588,0.5,E0,E0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,174980.0,193950.0,193950.0,193950.0,193950.0,193950.0,139520.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,790.0,11.0,2.0,16.0,7.0,92.0,15.0,9.0,2.0,4.0,50.0,25.0,3.0,4.0,31.0,16.0,8.0,7.0,10.0,10.0,3.0,14.0,18.0,22.0,15.0,6.0,15.0,3.0,5.0,8.0,3.0,22.0,4.0,49.0,25.0,2.0,28.0,9.0,60.0,31.0,3.0,12.0,2.0,17.0,40.0,9.0,2.0,21.0,18.0,4.0,15.0,1.0,0.0,5.0,0.0
Code data in preparation for computer entry.,code data in preparation for computer entry,Prepare data for analysis.,Process digital or online data.,Working with Computers,Social Science Research Assistants,social science research assistants,19-4061.00,Social Science Research Assistants,19-4061,19-4061.00,Social Science Research Assistants,"Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Occupations",2026-05-31,0.1696068964425518,4.985514908014379,False,1.01097,3.87,56.22,0.1195162805073073,0.2,E1,E1,61990.0,53080.0,62230.0,61680.0,61990.0,60250.0,50430.0,60110.0,68230.0,65330.0,50700.0,66620.0,61990.0,62570.0,64890.0,57020.0,40940.0,67740.0,66390.0,52600.0,50650.0,65550.0,63480.0,60210.0,44920.0,61990.0,65940.0,49860.0,56190.0,26560.0,65690.0,62760.0,50640.0,61210.0,63710.0,61990.0,50330.0,69090.0,56770.0,54610.0,51420.0,64490.0,44820.0,46410.0,58070.0,61990.0,47510.0,53260.0,50420.0,51140.0,48090.0,61990.0,61990.0,61990.0,61990.0,30640.0,414.0,40.0,1020.0,255.0,5300.0,100.0,50.0,40.0,1560.0,1130.0,1840.0,123.0,168.0,250.0,210.0,140.0,170.0,1190.0,340.0,120.0,700.0,712.0,750.0,300.0,228.0,750.0,30.0,230.0,304.0,70.0,370.0,50.0,3040.0,2930.0,84.0,240.0,100.0,220.0,860.0,220.0,500.0,40.0,140.0,1180.0,500.0,40.0,700.0,450.0,550.0,110.0,55.0,13.0,184.0,6.0
Code data in preparation for computer entry.,code data in preparation for computer entry,Code data or other information.,Process digital or online data.,Working with Computers,Social Science Research Assistants,social science research assistants,19-4061.00,Social Science Research Assistants,19-4061,19-4061.00,Social Science Research Assistants,"Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Occupations",2026-05-31,0.1696068964425518,4.985514908014379,False,1.01097,3.87,56.22,0.1195162805073073,0.2,E1,E1,61990.0,53080.0,62230.0,61680.0,61990.0,60250.0,50430.0,60110.0,68230.0,65330.0,50700.0,66620.0,61990.0,62570.0,64890.0,57020.0,40940.0,67740.0,66390.0,52600.0,50650.0,65550.0,63480.0,60210.0,44920.0,61990.0,65940.0,49860.0,56190.0,26560.0,65690.0,62760.0,50640.0,61210.0,63710.0,61990.0,50330.0,69090.0,56770.0,54610.0,51420.0,64490.0,44820.0,46410.0,58070.0,61990.0,47510.0,53260.0,50420.0,51140.0,48090.0,61990.0,61990.0,61990.0,61990.0,30640.0,414.0,40.0,1020.0,255.0,5300.0,100.0,50.0,40.0,1560.0,1130.0,1840.0,123.0,168.0,250.0,210.0,140.0,170.0,1190.0,340.0,120.0,700.0,712.0,750.0,300.0,228.0,750.0,30.0,230.0,304.0,70.0,370.0,50.0,3040.0,2930.0,84.0,240.0,100.0,220.0,860.0,220.0,500.0,40.0,140.0,1180.0,500.0,40.0,700.0,450.0,550.0,110.0,55.0,13.0,184.0,6.0
Code documents according to company procedures.,code documents according to company procedures,Code data or other information.,Process digital or online data.,Working with Computers,"Bookkeeping, Accounting, and Auditing Clerks",bookkeeping accounting and auditing clerks,43-3031.00,"Bookkeeping, Accounting, and Auditing Clerks",43-3031,43-3031.00,"Bookkeeping, Accounting, and Auditing Clerks",Financial Clerks,Office and Administrative Support Occupations,2026-05-31,0.2487567814490761,4.989666218869485,False,2.331509230769231,4.32,68.12,0.1560931339096148,0.1,E1,E1,50670.0,44640.0,56430.0,50590.0,42840.0,59230.0,54000.0,59970.0,51780.0,65180.0,49330.0,49350.0,48730.0,48310.0,49560.0,47820.0,48180.0,47290.0,46550.0,44890.0,50510.0,53540.0,59830.0,48980.0,54600.0,42840.0,47990.0,47270.0,47110.0,50380.0,52450.0,58300.0,48080.0,58160.0,47930.0,49710.0,48810.0,46180.0,54060.0,48440.0,53280.0,47940.0,46340.0,48180.0,48910.0,49440.0,54720.0,51620.0,58620.0,42890.0,50340.0,47910.0,33280.0,28700.0,46490.0,1373680.0,19890.0,4580.0,22690.0,12510.0,151870.0,26140.0,14929.999999999998,4600.0,1790.0,88670.0,38700.0,5220.0,9540.0,51470.0,29910.0,14020.0,15380.000000000002,23480.0,18980.0,7390.0,18170.0,29110.0,37550.0,26850.0,12160.0,21400.0,6980.0,10050.0,15180.0,7180.0,37550.0,7779.999999999999,84280.0,48760.0,4290.0,45140.0,16490.0,21710.0,48920.0,4570.0,19980.0,10200.0,37680.0,122400.0,12650.0,2950.0,31990.0,32930.0,7620.000000000001,25960.0,3480.0,880.0,6650.0,280.0
"Code, evaluate, or interpret collected study data.",code evaluate or interpret collected study data,Interpret research or operational data.,Analyze data to improve operations.,Analyzing Data or Information,Clinical Research Coordinators,clinical research coordinators,11-9121.01,Clinical Research Coordinators,11-9121,11-9121.01,Natural Sciences Managers,Other Management Occupations,Management Occupations,2026-05-31,0.5314349421866625,4.964594483326472,False,0.8061673076923077,4.07,72.21,0.3790278123926619,0.7999999999999999,E1,E1,167220.0,133470.0,130590.0,124920.0,119430.0,210230.0,152730.0,210670.0,167220.0,156730.0,112220.0,167220.0,107810.0,124800.0,159670.0,108250.0,109760.0,153820.0,126440.0,115950.0,141360.0,168620.0,267290.0,129070.0,136450.0,119430.0,129410.0,119430.0,120620.0,112260.0,134010.0,207030.0,167220.0,134680.0,173870.0,131370.0,137170.0,112260.0,143120.0,137900.0,130480.0,131140.0,128140.0,124530.0,129960.0,119430.0,131290.0,150570.0,182480.0,138010.0,128890.0,109300.0,167220.0,119430.0,167220.0,66286.0,451.0,866.0,1098.0,415.0,18235.0,2000.0,1451.0,537.0,1878.0,5330.0,2070.0,622.0,744.0,3427.0,2037.0,744.0,293.0,488.0,820.0,524.0,5879.0,12917.0,2708.0,1866.0,256.0,1500.0,451.0,671.0,390.0,293.0,12246.0,488.0,6940.0,7331.0,171.0,1903.0,378.0,2074.0,9733.0,244.0,951.0,220.0,1073.0,9111.0,735.0,354.0,1793.0,3037.0,195.0,1305.0,183.0,28.0,110.0,13.0
"Code, evaluate, or interpret collected study data.",code evaluate or interpret collected study data,Code data or other information.,Process digital or online data.,Working with Computers,Clinical Research Coordinators,clinical research coordinators,11-9121.01,Clinical Research Coordinators,11-9121,11-9121.01,Natural Sciences Managers,Other Management Occupations,Management Occupations,2026-05-31,0.5314349421866625,4.964594483326472,False,0.8061673076923077,4.07,72.21,0.3790278123926619,0.7999999999999999,E1,E1,167220.0,133470.0,130590.0,124920.0,119430.0,210230.0,152730.0,210670.0,167220.0,156730.0,112220.0,167220.0,107810.0,124800.0,159670.0,108250.0,109760.0,153820.0,126440.0,115950.0,141360.0,168620.0,267290.0,129070.0,136450.0,119430.0,129410.0,119430.0,120620.0,112260.0,134010.0,207030.0,167220.0,134680.0,173870.0,131370.0,137170.0,112260.0,143120.0,137900.0,130480.0,131140.0,128140.0,124530.0,129960.0,119430.0,131290.0,150570.0,182480.0,138010.0,128890.0,109300.0,167220.0,119430.0,167220.0,66286.0,451.0,866.0,1098.0,415.0,18235.0,2000.0,1451.0,537.0,1878.0,5330.0,2070.0,622.0,744.0,3427.0,2037.0,744.0,293.0,488.0,820.0,524.0,5879.0,12917.0,2708.0,1866.0,256.0,1500.0,451.0,671.0,390.0,293.0,12246.0,488.0,6940.0,7331.0,171.0,1903.0,378.0,2074.0,9733.0,244.0,951.0,220.0,1073.0,9111.0,735.0,354.0,1793.0,3037.0,195.0,1305.0,183.0,28.0,110.0,13.0
Collaborate with field staff or customers to evaluate or diagnose problems and recommend possible solutions.,collaborate with field staff or customers to evaluate or diagnose problems and recommend possible solutions,Collaborate with others to resolve information technology issues.,Coordinate with others to resolve problems.,"Communicating with Supervisors, Peers, or Subordinates","Software Developers, Applications",software developers applications,15-1132.00,Software Quality Assurance Analysts and Testers,15-1253,15-1253.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.049953363042802,False,0.2424011538461538,3.34,85.29,0.0150815522615994,0.1,E2,E2,114549.41176470587,108307.0588235294,114549.41176470587,110045.29411764706,111294.89619377164,143515.58823529413,128445.88235294116,109510.0,114782.35294117648,114191.17647058824,110165.0,112089.11764705884,109759.70588235294,120062.54325259516,113710.0,93134.70588235294,97098.82352941176,100614.41176470587,88776.76470588235,78453.82352941176,98043.23529411764,120022.9411764706,136121.76470588235,107406.76470588236,110872.0588235294,84885.29411764706,98662.0588235294,109772.9411764706,102180.29411764706,119163.13148788927,117653.5294117647,124798.5294117647,119148.82352941176,135779.41176470587,111493.5294117647,90934.11764705884,103205.58823529413,90770.58823529413,119530.58823529413,103874.70588235294,111107.64705882352,107836.76470588236,77240.29411764706,101195.58823529413,111652.9411764706,97212.0588235294,92335.88235294116,126400.88235294116,140793.5294117647,81291.17647058824,100160.58823529413,114750.1903114187,114549.41176470587,67413.23529411765,114549.41176470587,672406.1764705882,6836.176470588235,1117.8529411764705,14941.764705882351,5745.588235294118,110753.52941176471,17472.05882352941,5204.117647058823,1445.2941176470588,2494.1176470588234,35416.17647058824,20889.117647058825,2341.4117647058824,2239.1176470588234,22635.29411764706,5660.588235294117,3601.176470588235,5164.705882352941,3080.2941176470586,1624.4117647058824,1166.470588235294,14120.294117647058,20082.647058823528,16414.70588235294,13390.588235294115,845.0000000000001,8459.117647058823,800.2941176470589,3187.6470588235293,2321.470588235294,4027.941176470588,21115.29411764706,1585.5882352941176,43799.70588235294,24930.58823529412,604.4117647058824,17467.35294117647,3321.7647058823527,8307.35294117647,21156.17647058824,1910.8823529411768,5457.352941176471,918.8235294117646,7191.764705882353,66272.05882352941,12092.35294117647,677.9411764705883,35434.117647058825,40018.82352941176,1121.1764705882351,9600.882352941177,1304.3529411764705,286.0,836.1764705882354,138.0
Collaborate with field staff or customers to evaluate or diagnose problems and recommend possible solutions.,collaborate with field staff or customers to evaluate or diagnose problems and recommend possible solutions,Recommend changes to improve computer or information systems.,Advise others on the design or use of technologies.,Providing Consultation and Advice to Others,"Software Developers, Applications",software developers applications,15-1132.00,Software Quality Assurance Analysts and Testers,15-1253,15-1253.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.049953363042802,False,0.2424011538461538,3.34,85.29,0.0150815522615994,0.1,E2,E2,114549.41176470587,108307.0588235294,114549.41176470587,110045.29411764706,111294.89619377164,143515.58823529413,128445.88235294116,109510.0,114782.35294117648,114191.17647058824,110165.0,112089.11764705884,109759.70588235294,120062.54325259516,113710.0,93134.70588235294,97098.82352941176,100614.41176470587,88776.76470588235,78453.82352941176,98043.23529411764,120022.9411764706,136121.76470588235,107406.76470588236,110872.0588235294,84885.29411764706,98662.0588235294,109772.9411764706,102180.29411764706,119163.13148788927,117653.5294117647,124798.5294117647,119148.82352941176,135779.41176470587,111493.5294117647,90934.11764705884,103205.58823529413,90770.58823529413,119530.58823529413,103874.70588235294,111107.64705882352,107836.76470588236,77240.29411764706,101195.58823529413,111652.9411764706,97212.0588235294,92335.88235294116,126400.88235294116,140793.5294117647,81291.17647058824,100160.58823529413,114750.1903114187,114549.41176470587,67413.23529411765,114549.41176470587,672406.1764705882,6836.176470588235,1117.8529411764705,14941.764705882351,5745.588235294118,110753.52941176471,17472.05882352941,5204.117647058823,1445.2941176470588,2494.1176470588234,35416.17647058824,20889.117647058825,2341.4117647058824,2239.1176470588234,22635.29411764706,5660.588235294117,3601.176470588235,5164.705882352941,3080.2941176470586,1624.4117647058824,1166.470588235294,14120.294117647058,20082.647058823528,16414.70588235294,13390.588235294115,845.0000000000001,8459.117647058823,800.2941176470589,3187.6470588235293,2321.470588235294,4027.941176470588,21115.29411764706,1585.5882352941176,43799.70588235294,24930.58823529412,604.4117647058824,17467.35294117647,3321.7647058823527,8307.35294117647,21156.17647058824,1910.8823529411768,5457.352941176471,918.8235294117646,7191.764705882353,66272.05882352941,12092.35294117647,677.9411764705883,35434.117647058825,40018.82352941176,1121.1764705882351,9600.882352941177,1304.3529411764705,286.0,836.1764705882354,138.0
Collaborate with other actors as part of an ensemble.,collaborate with other actors as part of an ensemble,Collaborate with others to prepare or perform artistic productions.,Present arts or entertainment performances.,Performing for or Working Directly with the Public,Actors,actors,27-2011.00,Actors,27-2011,27-2011.00,"Actors, Producers, and Directors","Entertainers and Performers, Sports and Related Workers","Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.186039453717754,False,3.257777307692308,4.82,95.02,0.5418262039780626,0.2,E0,E0,81670.0,51396.80000000001,81670.0,44012.80000000001,40539.2,81670.0,81670.0,58052.80000000001,81670.0,81670.0,39748.8,41080.0,81670.0,81670.0,31200.0,81670.0,81670.0,81670.0,39208.0,81670.0,81670.0,76918.4,81670.0,81670.0,39416.0,49316.80000000001,39936.0,81670.0,81670.0,26540.8,81670.0,50523.19999999999,81670.0,59155.2,39166.4,81670.0,28100.8,81670.0,62004.8,46072.0,81670.0,81670.0,81670.0,45385.6,53788.8,81670.0,81670.0,81670.0,81670.0,81670.0,81670.0,81670.0,81670.0,81670.0,81670.0,55000.0,150.0,114.0,380.0,70.0,26170.0,200.0,180.0,170.0,247.0,6400.0,1520.0,220.0,301.0,1060.0,510.0,548.0,505.0,90.0,680.0,225.0,520.0,660.0,150.0,520.0,80.0,450.0,70.0,360.0,790.0,240.0,470.0,306.0,6630.0,730.0,151.0,170.0,600.0,470.0,890.0,176.0,140.0,161.0,370.0,2160.0,630.0,107.0,1444.0,1248.0,247.0,260.0,99.0,23.0,330.0,11.0
Collaborate with others in the organization to ensure successful implementation of chosen problem solutions.,collaborate with others in the organization to ensure successful implementation of chosen problem solutions,Collaborate with others to resolve information technology issues.,Coordinate with others to resolve problems.,"Communicating with Supervisors, Peers, or Subordinates",Operations Research Analysts,operations research analysts,15-2031.00,Operations Research Analysts,15-2031,15-2031.00,Operations Research Analysts,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.777791975466394,False,0.4578830769230769,4.43,100.0,0.0742984964896367,0.2,E2,E2,88940.0,115630.0,88750.0,75470.0,59030.0,102100.0,129880.0,96700.0,101070.0,96030.0,77600.0,76220.0,100600.0,103600.0,89800.0,85280.0,80580.0,92050.0,83850.0,63210.0,99460.0,97410.0,96500.0,83480.0,95550.0,92310.0,62380.0,80400.0,98300.0,86500.0,88940.0,88940.0,80360.0,108610.0,97290.0,82460.0,103620.0,61520.0,102170.0,79640.0,77910.0,80240.0,88940.0,76680.0,90710.0,90200.0,89790.0,129460.0,98030.0,64100.0,71820.0,88940.0,88940.0,57000.0,88940.0,108510.0,550.0,70.0,2600.0,210.0,10620.0,770.0,950.0,660.0,2250.0,9120.0,4600.0,120.0,500.0,5180.0,1380.0,300.0,997.0,660.0,550.0,220.0,4710.0,4200.0,980.0,1240.0,120.0,1190.0,150.0,330.0,370.0,290.0,3280.0,510.0,5890.0,2520.0,130.0,2600.0,1840.0,2710.0,3220.0,360.0,1380.0,317.0,1200.0,11890.0,810.0,170.0,6980.0,3050.0,200.0,4270.0,195.0,46.0,50.0,22.0
Collaborate with staff members to plan or develop programs of events or schedules of activities.,collaborate with staff members to plan or develop programs of events or schedules of activities,Develop plans for programs or services.,Develop organizational or program goals or objectives.,Thinking Creatively,First-Line Supervisors of Personal Service Workers,firstline supervisors of personal service workers,39-1021.00,"First-Line Supervisors of Entertainment and Recreation Workers, Except Gambling Services",39-1014,39-1014.00,First-Line Supervisors of Entertainment and Recreation Workers,Supervisors of Personal Care and Service Workers,Personal Care and Service Occupations,2026-05-31,0.0113071264295034,4.6889618383258105,False,0.8873871328671329,4.140454545454546,93.63,0.368421052631579,0.4727272727272727,E1,E2,52648.57142857143,45328.16326530612,52521.02040816326,48103.87755102041,42089.59183673469,54053.87755102041,55753.87755102041,53239.59183673469,54649.59183673469,57843.87755102041,50041.02040816326,47236.73469387755,54613.87755102041,47862.44897959184,49236.73469387755,48879.59183673469,44101.02040816326,49516.73469387755,44841.02040816326,43812.44897959184,55429.59183673469,50978.16326530612,54821.02040816326,45913.87755102041,51263.87755102041,44126.73469387755,47903.87755102041,49351.02040816326,47435.30612244898,48341.02040816326,52028.16326530612,53005.30612244898,45022.44897959184,53865.30612244898,49031.02040816326,49248.16326530612,46221.02040816326,42915.30612244898,52588.16326530612,48365.30612244898,52128.16326530612,48878.16326530612,48346.73469387755,47205.30612244898,47212.44897959184,46846.73469387755,53829.59183673469,49358.16326530612,59136.73469387755,41461.02040816326,49328.16326530612,51036.73469387755,36049.59183673469,35923.87755102041,52648.57142857143,113021.42857142858,1701.7142857142858,371.4285714285714,2164.0,774.5714285714286,12277.428571428572,3274.2857142857147,1627.142857142857,364.2857142857143,343.42857142857144,6615.714285714285,3134.285714285714,649.4285714285714,625.4285714285714,3850.857142857143,1971.7142857142856,1116.0,875.1428571428571,1076.857142857143,1100.571428571429,386.57142857142856,2435.714285714286,2364.5714285714284,2708.5714285714284,2102.857142857143,772.8571428571429,1572.857142857143,422.5714285714286,717.1428571428571,1572.857142857143,653.7142857142857,3722.571428571429,431.1428571428572,5842.857142857143,3560.857142857143,260.0,3662.0,1089.428571428571,1555.7142857142856,5415.428571428572,389.1428571428571,1778.2857142857142,281.42857142857144,1747.7142857142858,9634.285714285714,1365.142857142857,252.57142857142856,3002.0,2005.428571428572,439.1428571428572,2655.428571428572,200.8571428571429,52.285714285714285,452.2857142857143,23.0
Collaborate with staff members to plan or develop programs of events or schedules of activities.,collaborate with staff members to plan or develop programs of events or schedules of activities,Confer with organizational members to accomplish work activities.,Communicate with others about operational plans or activities.,"Communicating with Supervisors, Peers, or Subordinates",First-Line Supervisors of Personal Service Workers,firstline supervisors of personal service workers,39-1021.00,"First-Line Supervisors of Entertainment and Recreation Workers, Except Gambling Services",39-1014,39-1014.00,First-Line Supervisors of Entertainment and Recreation Workers,Supervisors of Personal Care and Service Workers,Personal Care and Service Occupations,2026-05-31,0.0113071264295034,4.6889618383258105,False,0.8873871328671329,4.140454545454546,93.63,0.368421052631579,0.4727272727272727,E1,E2,52648.57142857143,45328.16326530612,52521.02040816326,48103.87755102041,42089.59183673469,54053.87755102041,55753.87755102041,53239.59183673469,54649.59183673469,57843.87755102041,50041.02040816326,47236.73469387755,54613.87755102041,47862.44897959184,49236.73469387755,48879.59183673469,44101.02040816326,49516.73469387755,44841.02040816326,43812.44897959184,55429.59183673469,50978.16326530612,54821.02040816326,45913.87755102041,51263.87755102041,44126.73469387755,47903.87755102041,49351.02040816326,47435.30612244898,48341.02040816326,52028.16326530612,53005.30612244898,45022.44897959184,53865.30612244898,49031.02040816326,49248.16326530612,46221.02040816326,42915.30612244898,52588.16326530612,48365.30612244898,52128.16326530612,48878.16326530612,48346.73469387755,47205.30612244898,47212.44897959184,46846.73469387755,53829.59183673469,49358.16326530612,59136.73469387755,41461.02040816326,49328.16326530612,51036.73469387755,36049.59183673469,35923.87755102041,52648.57142857143,113021.42857142858,1701.7142857142858,371.4285714285714,2164.0,774.5714285714286,12277.428571428572,3274.2857142857147,1627.142857142857,364.2857142857143,343.42857142857144,6615.714285714285,3134.285714285714,649.4285714285714,625.4285714285714,3850.857142857143,1971.7142857142856,1116.0,875.1428571428571,1076.857142857143,1100.571428571429,386.57142857142856,2435.714285714286,2364.5714285714284,2708.5714285714284,2102.857142857143,772.8571428571429,1572.857142857143,422.5714285714286,717.1428571428571,1572.857142857143,653.7142857142857,3722.571428571429,431.1428571428572,5842.857142857143,3560.857142857143,260.0,3662.0,1089.428571428571,1555.7142857142856,5415.428571428572,389.1428571428571,1778.2857142857142,281.42857142857144,1747.7142857142858,9634.285714285714,1365.142857142857,252.57142857142856,3002.0,2005.428571428572,439.1428571428572,2655.428571428572,200.8571428571429,52.285714285714285,452.2857142857143,23.0
"Collect, analyze, and interpret data, such as election results and public opinion surveys, reporting on findings, recommendations, and conclusions.",collect analyze and interpret data such as election results and public opinion surveys reporting on findings recommendations and conclusions,Interpret research or operational data.,Analyze data to improve operations.,Analyzing Data or Information,Political Scientists,political scientists,19-3094.00,Political Scientists,19-3094,19-3094.00,Miscellaneous Social Scientists and Related Workers,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0339213792885103,4.9346000000000005,False,0.1593573076923077,4.04,100.0,0.5438194597009557,5.526890120683798,E2,E2,142080.0,142080.0,142080.0,108770.0,142080.0,142080.0,127260.0,142080.0,142080.0,152530.0,142080.0,142080.0,142080.0,142080.0,103780.0,142080.0,142080.0,142080.0,142080.0,142080.0,142080.0,153380.0,133930.0,86290.0,142080.0,142080.0,142080.0,142080.0,142080.0,142080.0,74560.0,142080.0,142080.0,142080.0,142080.0,142080.0,119370.0,142080.0,119460.0,140020.0,142080.0,142080.0,142080.0,142080.0,114050.0,142080.0,142080.0,142080.0,147060.0,142080.0,142080.0,142080.0,142080.0,142080.0,142080.0,5540.0,75.0,12.0,50.0,46.0,645.0,30.0,60.0,17.0,3070.0,90.0,173.0,22.0,30.0,110.0,113.0,55.0,51.0,71.0,68.0,23.0,100.0,170.0,180.0,104.0,41.0,104.0,18.0,36.0,55.0,24.0,152.0,31.0,130.0,175.0,15.0,40.0,60.0,70.0,70.0,18.0,82.0,16.0,116.0,160.0,61.0,11.0,145.0,110.0,25.0,104.0,10.0,2.0,33.0,1.0
"Collect and analyze data on customer demographics, preferences, needs, and buying habits to identify potential markets and factors affecting product demand.",collect and analyze data on customer demographics preferences needs and buying habits to identify potential markets and factors affecting product demand,Analyze consumer trends.,Analyze market or industry conditions.,Analyzing Data or Information,Market Research Analysts and Marketing Specialists,market research analysts and marketing specialists,13-1161.00,Market Research Analysts and Marketing Specialists,13-1161,13-1161.00,Market Research Analysts and Marketing Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0452285057180138,4.88343871099327,False,0.737335,4.36,95.65,0.4043973165838628,0.7999999999999999,E2,E2,78760.0,59530.0,66710.0,71940.0,65430.0,94700.0,93050.0,77740.0,101270.0,98090.0,75450.0,75850.0,59390.0,60970.0,79120.0,63700.0,66390.0,70430.0,61480.0,59690.0,71980.0,76370.0,101810.0,66780.0,87510.0,56640.0,70140.0,68080.0,60000.0,71840.0,64570.0,88190.0,61950.0,98580.0,78410.0,61580.0,72790.0,61940.0,79150.0,68760.0,86240.0,69440.0,63490.0,69790.0,72520.0,62630.0,74880.0,76980.0,95120.0,52340.0,64800.0,60990.0,42240.0,39330.0,59990.0,449790.0,7277.0,494.0,13748.0,5421.0,103277.0,24182.0,8613.0,3570.0,5499.0,60769.99999999999,27810.0,1396.0,3279.0,35180.0,14400.000000000002,7702.0,8090.0,5456.0,4649.0,2073.0,11770.0,34443.0,21008.0,18457.0,2272.0,12915.0,1266.0,3279.0,5013.0,3643.0,19941.0,1396.0,69823.0,30700.0,1344.0,23740.0,5742.0,9810.0,31040.000000000004,2784.0,10339.0,1327.0,11310.0,54947.0,14509.999999999998,860.0,22213.0,21216.0,1431.0,13531.0,737.0,69.0,2099.0,78.0
"Collect and analyze data, such as studying old records, tallying the number of outpatients entering each day or week, or participating in federal, state, or local population surveys as a Census Enumerator.",collect and analyze data such as studying old records tallying the number of outpatients entering each day or week or participating in federal state or local population surveys as a census enumerator,Compile data or documentation.,"Compile records, documentation, or other data.",Processing Information,"Interviewers, Except Eligibility and Loan",interviewers except eligibility and loan,43-4111.00,"Interviewers, Except Eligibility and Loan",43-4111,43-4111.00,"Interviewers, Except Eligibility and Loan",Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.920666800562362,False,1.6070603846153846,3.64,55.11,1.387010833980386,1.516322483633511,E2,E2,45920.0,34180.0,47630.0,43200.0,37150.0,56880.0,49660.0,47980.0,49010.0,49730.0,43500.0,41450.0,35680.0,39450.0,43200.0,40510.0,39520.0,39430.0,40490.0,37190.0,43830.0,47550.0,50340.0,44180.0,49980.0,35110.0,38940.0,42970.0,44130.0,42340.0,48890.0,47380.0,45920.0,55410.0,39200.0,38590.0,42480.0,39130.0,50730.0,44070.0,49780.0,38830.0,43930.0,39340.0,43980.0,41530.0,49480.0,44280.0,51090.0,36480.0,46070.0,40050.0,45920.0,22810.0,45920.0,148060.0,3120.0,80.0,2630.0,2990.0,22250.0,5360.0,1210.0,570.0,640.0,7420.0,1910.0,594.0,560.0,2240.0,3280.0,1800.0,3640.0,1050.0,4440.0,1000.0,2510.0,3050.0,4590.0,1950.0,2200.0,3470.0,760.0,2280.0,2190.0,1390.0,4170.0,824.0,9260.0,2330.0,160.0,6730.0,1480.0,1710.0,3640.0,370.0,940.0,590.0,1660.0,13930.0,570.0,380.0,2250.0,3050.0,2480.0,1130.0,420.0,63.0,2850.0,30.0
"Collect and analyze data, such as studying old records, tallying the number of outpatients entering each day or week, or participating in federal, state, or local population surveys as a Census Enumerator.",collect and analyze data such as studying old records tallying the number of outpatients entering each day or week or participating in federal state or local population surveys as a census enumerator,Analyze operational or research data.,Analyze data to improve operations.,Analyzing Data or Information,"Interviewers, Except Eligibility and Loan",interviewers except eligibility and loan,43-4111.00,"Interviewers, Except Eligibility and Loan",43-4111,43-4111.00,"Interviewers, Except Eligibility and Loan",Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.920666800562362,False,1.6070603846153846,3.64,55.11,1.387010833980386,1.516322483633511,E2,E2,45920.0,34180.0,47630.0,43200.0,37150.0,56880.0,49660.0,47980.0,49010.0,49730.0,43500.0,41450.0,35680.0,39450.0,43200.0,40510.0,39520.0,39430.0,40490.0,37190.0,43830.0,47550.0,50340.0,44180.0,49980.0,35110.0,38940.0,42970.0,44130.0,42340.0,48890.0,47380.0,45920.0,55410.0,39200.0,38590.0,42480.0,39130.0,50730.0,44070.0,49780.0,38830.0,43930.0,39340.0,43980.0,41530.0,49480.0,44280.0,51090.0,36480.0,46070.0,40050.0,45920.0,22810.0,45920.0,148060.0,3120.0,80.0,2630.0,2990.0,22250.0,5360.0,1210.0,570.0,640.0,7420.0,1910.0,594.0,560.0,2240.0,3280.0,1800.0,3640.0,1050.0,4440.0,1000.0,2510.0,3050.0,4590.0,1950.0,2200.0,3470.0,760.0,2280.0,2190.0,1390.0,4170.0,824.0,9260.0,2330.0,160.0,6730.0,1480.0,1710.0,3640.0,370.0,940.0,590.0,1660.0,13930.0,570.0,380.0,2250.0,3050.0,2480.0,1130.0,420.0,63.0,2850.0,30.0
Collect and analyze data to determine environmental conditions and restoration needs.,collect and analyze data to determine environmental conditions and restoration needs,Analyze environmental data.,Analyze environmental or geospatial data.,Analyzing Data or Information,Environmental Restoration Planners,environmental restoration planners,19-2041.02,Environmental Restoration Planners,19-2041,19-2041.02,Environmental Scientists and Geoscientists,Physical Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.777977797779778,False,0.2973784615384615,4.27,100.0,0.3411851912701629,1.762508635037537,E2,E2,82220.0,72490.0,91960.0,80600.0,57220.0,106510.0,85990.0,82070.0,64690.0,132620.0,60830.0,85710.0,79510.0,70350.0,81590.0,64700.0,78780.0,78210.0,71040.0,69820.0,66480.0,84190.0,100640.0,76080.0,88000.0,57780.0,61050.0,80260.0,64040.0,83050.0,80810.0,79210.0,86630.0,82160.0,74130.0,84570.0,78540.0,75910.0,97440.0,76110.0,100730.0,74910.0,68230.0,76840.0,92000.0,90710.0,77460.0,82230.0,98300.0,82100.0,72820.0,74050.0,68640.0,53030.0,53830.0,16871.0,329.0,325.0,745.0,102.0,4722.0,975.0,234.0,110.0,480.0,2249.0,662.0,253.0,253.0,586.0,488.0,261.0,223.0,378.0,605.0,200.0,665.0,1108.0,1172.0,854.0,147.0,522.0,215.0,193.0,185.0,181.0,1191.0,355.0,1399.0,1569.0,91.0,930.0,197.0,518.0,1142.0,125.0,185.0,91.0,465.0,2128.0,386.0,185.0,1077.0,1690.0,95.0,348.0,155.0,30.0,147.0,15.0
Collect and analyze data to determine environmental conditions and restoration needs.,collect and analyze data to determine environmental conditions and restoration needs,Collect environmental data or samples.,Collect environmental or biological samples.,Handling and Moving Objects,Environmental Restoration Planners,environmental restoration planners,19-2041.02,Environmental Restoration Planners,19-2041,19-2041.02,Environmental Scientists and Geoscientists,Physical Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.777977797779778,False,0.2973784615384615,4.27,100.0,0.3411851912701629,1.762508635037537,E2,E2,82220.0,72490.0,91960.0,80600.0,57220.0,106510.0,85990.0,82070.0,64690.0,132620.0,60830.0,85710.0,79510.0,70350.0,81590.0,64700.0,78780.0,78210.0,71040.0,69820.0,66480.0,84190.0,100640.0,76080.0,88000.0,57780.0,61050.0,80260.0,64040.0,83050.0,80810.0,79210.0,86630.0,82160.0,74130.0,84570.0,78540.0,75910.0,97440.0,76110.0,100730.0,74910.0,68230.0,76840.0,92000.0,90710.0,77460.0,82230.0,98300.0,82100.0,72820.0,74050.0,68640.0,53030.0,53830.0,16871.0,329.0,325.0,745.0,102.0,4722.0,975.0,234.0,110.0,480.0,2249.0,662.0,253.0,253.0,586.0,488.0,261.0,223.0,378.0,605.0,200.0,665.0,1108.0,1172.0,854.0,147.0,522.0,215.0,193.0,185.0,181.0,1191.0,355.0,1399.0,1569.0,91.0,930.0,197.0,518.0,1142.0,125.0,185.0,91.0,465.0,2128.0,386.0,185.0,1077.0,1690.0,95.0,348.0,155.0,30.0,147.0,15.0
Collect and analyze relevant data to identify real estate market trends.,collect and analyze relevant data to identify real estate market trends,Analyze market conditions or trends.,Analyze market or industry conditions.,Analyzing Data or Information,Appraisers and Assessors of Real Estate,appraisers and assessors of real estate,13-2021.00,Appraisers and Assessors of Real Estate,13-2023,13-2023.00,Property Appraisers and Assessors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.852689793866264,False,1.3398892307692307,4.41,100.0,0.6627795714285715,0.6,E2,E2,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,28535.0,385.0,59.0,591.0,238.0,3320.0,524.0,309.0,88.0,128.0,1810.0,891.0,114.0,156.0,1112.0,584.0,284.0,262.0,365.0,353.0,117.0,504.0,663.0,803.0,538.0,212.0,535.0,93.0,187.0,283.0,125.0,781.0,159.0,1765.9999999999998,901.0,78.0,1012.0,311.0,358.99999999999994,1106.0,91.0,420.0,83.0,598.0,2565.0,316.0,55.0,749.0,647.0,128.0,536.0,51.0,12.0,171.0,6.0
"Collect and analyze survey data, regulatory information, and data on demographic and employment trends to forecast enrollment patterns and curriculum change needs.",collect and analyze survey data regulatory information and data on demographic and employment trends to forecast enrollment patterns and curriculum change needs,Conduct opinion surveys or needs assessments.,Collect data about consumer needs or opinions.,Getting Information,"Education Administrators, Elementary and Secondary School",education administrators elementary and secondary school,11-9032.00,"Education Administrators, Kindergarten through Secondary",11-9032,11-9032.00,Education and Childcare Administrators,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,5.0,False,0.3463276923076923,3.85,63.67,0.2524986048663571,1.3,E0,E2,105870.0,97480.0,125520.0,97480.0,86330.0,159950.0,110530.0,156240.0,132710.0,137470.0,96490.0,103360.0,126760.0,101090.0,113360.0,98770.0,104260.0,100530.0,99920.0,83360.0,102890.0,131510.0,128430.0,104020.0,127000.0,82800.0,100400.0,95700.0,110580.0,109420.0,104910.0,137440.0,107720.0,138830.0,83180.0,107940.0,99590.0,86630.0,130050.0,118710.0,119980.0,102440.0,88390.0,97590.0,93910.0,128880.0,105350.0,106100.0,166590.0,80650.0,117010.0,105480.0,105870.0,80130.0,80910.0,328330.0,3020.0,890.0,5270.0,2760.0,31370.0,5760.0,4610.0,1100.0,1930.0,16960.0,7530.0,1910.0,1830.0,14850.0,6990.0,3310.0,2520.0,4940.0,5080.0,1710.0,7200.0,10570.0,9610.0,4120.0,3170.0,7120.0,930.0,1860.0,2490.0,1590.0,11450.0,2290.0,19210.0,11220.0,810.0,12480.0,4320.0,4160.0,14460.0,1160.0,5000.0,680.0,6180.0,37140.0,2940.0,1000.0,8470.0,6470.0,1480.0,4030.0,410.0,130.0,1160.0,140.0
"Collect and analyze survey data, regulatory information, and data on demographic and employment trends to forecast enrollment patterns and curriculum change needs.",collect and analyze survey data regulatory information and data on demographic and employment trends to forecast enrollment patterns and curriculum change needs,Analyze forecasting data to improve business decisions.,Analyze data to improve operations.,Analyzing Data or Information,"Education Administrators, Elementary and Secondary School",education administrators elementary and secondary school,11-9032.00,"Education Administrators, Kindergarten through Secondary",11-9032,11-9032.00,Education and Childcare Administrators,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,5.0,False,0.3463276923076923,3.85,63.67,0.2524986048663571,1.3,E0,E2,105870.0,97480.0,125520.0,97480.0,86330.0,159950.0,110530.0,156240.0,132710.0,137470.0,96490.0,103360.0,126760.0,101090.0,113360.0,98770.0,104260.0,100530.0,99920.0,83360.0,102890.0,131510.0,128430.0,104020.0,127000.0,82800.0,100400.0,95700.0,110580.0,109420.0,104910.0,137440.0,107720.0,138830.0,83180.0,107940.0,99590.0,86630.0,130050.0,118710.0,119980.0,102440.0,88390.0,97590.0,93910.0,128880.0,105350.0,106100.0,166590.0,80650.0,117010.0,105480.0,105870.0,80130.0,80910.0,328330.0,3020.0,890.0,5270.0,2760.0,31370.0,5760.0,4610.0,1100.0,1930.0,16960.0,7530.0,1910.0,1830.0,14850.0,6990.0,3310.0,2520.0,4940.0,5080.0,1710.0,7200.0,10570.0,9610.0,4120.0,3170.0,7120.0,930.0,1860.0,2490.0,1590.0,11450.0,2290.0,19210.0,11220.0,810.0,12480.0,4320.0,4160.0,14460.0,1160.0,5000.0,680.0,6180.0,37140.0,2940.0,1000.0,8470.0,6470.0,1480.0,4030.0,410.0,130.0,1160.0,140.0
"Collect and analyze Web metrics, such as visits, time on site, page views per visit, transaction volume and revenue, traffic mix, click-through rates, conversion rates, cost per acquisition, or cost per click.",collect and analyze web metrics such as visits time on site page views per visit transaction volume and revenue traffic mix clickthrough rates conversion rates cost per acquisition or cost per click,Analyze website or related online data to track trends or usage.,Analyze market or industry conditions.,Analyzing Data or Information,Search Marketing Strategists,search marketing strategists,15-1199.10,Search Marketing Strategists,13-1161,13-1161.01,Market Research Analysts and Marketing Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.865175332527207,False,0.6943723076923077,4.52,100.0,0.225936380952381,0.4,E2,E2,78760.0,59530.0,66710.0,71940.0,65430.0,94700.0,93050.0,77740.0,101270.0,98090.0,75450.0,75850.0,59390.0,60970.0,79120.0,63700.0,66390.0,70430.0,61480.0,59690.0,71980.0,76370.0,101810.0,66780.0,87510.0,56640.0,70140.0,68080.0,60000.0,71840.0,64570.0,88190.0,61950.0,98580.0,78410.0,61580.0,72790.0,61940.0,79150.0,68760.0,86240.0,69440.0,63490.0,69790.0,72520.0,62630.0,74880.0,76980.0,95120.0,52340.0,64800.0,60990.0,42240.0,39330.0,59990.0,449790.0,9503.0,646.0,17952.0,7079.0,134863.0,31578.0,11247.0,3570.0000000000005,7181.0,60770.0,27810.0,1824.0,4281.0,45940.0,14400.0,10058.0,8089.999999999999,7124.0,6071.0,2707.0,15370.0,44977.0,27432.0,24103.0,2968.0,16865.0,1654.0,4281.0,6547.0,4757.0,26039.0,1824.0,91177.0,30700.0,1756.0,31000.0,7498.0,12810.0,31040.0,3636.0,13501.0,1733.0,14770.0,71753.0,14510.0,860.0000000000001,29007.0,27704.0,1869.0,17669.0,963.0,91.0,2741.0,102.0
"Collect and record growth, production, and environmental data.",collect and record growth production and environmental data,Compile operational data.,"Compile records, documentation, or other data.",Processing Information,"Farmers, Ranchers, and Other Agricultural Managers",farmers ranchers and other agricultural managers,11-9013.00,"Farmers, Ranchers, and Other Agricultural Managers",11-9013,11-9013.00,"Farmers, Ranchers, and Other Agricultural Managers",Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.9412,True,0.4838461538461538,4.45,100.0,0.0261403174603174,0.1,E2,E2,89900.0,89900.0,89900.0,89900.0,63920.0,109140.0,89900.0,89900.0,89900.0,89900.0,87080.0,95900.0,68750.0,81010.0,99440.0,83100.0,77930.0,102490.0,74640.0,89900.0,89900.0,67600.0,89900.0,82620.0,65900.0,95210.0,77650.0,110250.0,111460.0,89900.0,89900.0,86380.0,89900.0,89370.0,80540.0,89900.0,65990.0,69050.0,81560.0,76040.0,89900.0,89900.0,89900.0,89900.0,85990.0,89900.0,89900.0,66780.0,103240.0,62740.0,86320.0,89900.0,89900.0,89900.0,89900.0,6500.0,88.0,14.0,135.0,50.0,1650.0,119.0,70.0,20.0,29.0,320.0,50.0,80.0,250.0,120.0,90.0,180.0,40.0,110.0,80.0,27.0,140.0,151.0,270.0,160.0,80.0,60.0,30.0,200.0,64.0,28.0,178.0,36.0,130.0,250.0,18.0,100.0,80.0,190.0,80.0,21.0,40.0,19.0,136.0,610.0,72.0,13.0,50.0,140.0,50.0,30.0,12.0,3.0,39.0,1.0
"Collect and record growth, production, and environmental data.",collect and record growth production and environmental data,Maintain operational records.,Maintain operational records.,Documenting/Recording Information,"Farmers, Ranchers, and Other Agricultural Managers",farmers ranchers and other agricultural managers,11-9013.00,"Farmers, Ranchers, and Other Agricultural Managers",11-9013,11-9013.00,"Farmers, Ranchers, and Other Agricultural Managers",Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.9412,True,0.4838461538461538,4.45,100.0,0.0261403174603174,0.1,E2,E2,89900.0,89900.0,89900.0,89900.0,63920.0,109140.0,89900.0,89900.0,89900.0,89900.0,87080.0,95900.0,68750.0,81010.0,99440.0,83100.0,77930.0,102490.0,74640.0,89900.0,89900.0,67600.0,89900.0,82620.0,65900.0,95210.0,77650.0,110250.0,111460.0,89900.0,89900.0,86380.0,89900.0,89370.0,80540.0,89900.0,65990.0,69050.0,81560.0,76040.0,89900.0,89900.0,89900.0,89900.0,85990.0,89900.0,89900.0,66780.0,103240.0,62740.0,86320.0,89900.0,89900.0,89900.0,89900.0,6500.0,88.0,14.0,135.0,50.0,1650.0,119.0,70.0,20.0,29.0,320.0,50.0,80.0,250.0,120.0,90.0,180.0,40.0,110.0,80.0,27.0,140.0,151.0,270.0,160.0,80.0,60.0,30.0,200.0,64.0,28.0,178.0,36.0,130.0,250.0,18.0,100.0,80.0,190.0,80.0,21.0,40.0,19.0,136.0,610.0,72.0,13.0,50.0,140.0,50.0,30.0,12.0,3.0,39.0,1.0
"Collect and record patient information, such as medical history or examination results, in electronic or handwritten medical records.",collect and record patient information such as medical history or examination results in electronic or handwritten medical records,"Collect medical information from patients, family members, or other medical professionals.",Collect information about patients or clients.,Getting Information,"Physicians and Surgeons, All Other",physicians and surgeons all other,29-1069.00,Emergency Medicine Physicians,29-1214,29-1214.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.833351666483336,False,7.8335,4.57,100.0,0.5593052590613539,0.2110628390441118,E2,E1,409608.4615384616,460318.4023668639,432768.5207100592,409608.4615384616,409608.4615384616,306224.5562130178,409608.4615384616,451247.6923076923,409608.4615384616,360388.5207100592,301876.1538461539,399499.2307692308,409608.4615384616,308281.5976331361,459566.0946745562,458673.8461538461,361674.6153846154,409608.4615384616,348831.53846153844,409608.4615384616,409608.4615384616,398824.6153846154,380866.21301775146,418346.1538461539,399556.21301775146,325259.2899408284,544798.4615384615,409608.4615384616,498535.3846153846,409608.4615384616,409608.4615384616,302047.6923076923,407196.9822485207,389543.8461538461,371776.9822485207,400606.21301775146,435993.8461538461,376725.4437869822,409608.4615384616,487844.5562130178,458674.6153846154,373182.3668639053,401133.9053254438,502133.7869822485,359900.76923076925,264633.90532544383,421030.0591715976,433535.325443787,508005.3846153846,453558.5207100592,514364.5562130178,409608.4615384616,409608.4615384616,409608.4615384616,409608.4615384616,25684.615384615383,108.46153846153848,126.76923076923076,489.5384615384616,131.07692307692307,2670.7692307692305,512.3076923076924,400.7692307692308,84.61538461538461,117.6923076923077,1533.8461538461538,962.6153846153846,82.3076923076923,269.6923076923077,813.8461538461538,694.6153846153846,202.30769230769232,236.0,485.2307692307692,399.38461538461536,220.00000000000003,505.2307692307692,714.6153846153846,646.9230769230769,726.9230769230769,265.38461538461536,328.76923076923083,114.15384615384616,288.46153846153845,255.00000000000003,254.6153846153846,593.6923076923077,224.6153846153846,3186.1538461538457,520.7692307692307,99.23076923076924,980.7692307692308,161.53846153846155,548.4615384615385,602.3076923076924,183.84615384615384,140.0,126.15384615384616,548.1538461538462,1366.1538461538462,204.61538461538464,102.3076923076923,869.2307692307693,406.2307692307692,214.6153846153846,770.7692307692307,38.61538461538461,11.0,110.6153846153846,5.0
"Collect and record patient information, such as medical history or examination results, in electronic or handwritten medical records.",collect and record patient information such as medical history or examination results in electronic or handwritten medical records,Record patient medical histories.,Maintain health or medical records.,Documenting/Recording Information,"Physicians and Surgeons, All Other",physicians and surgeons all other,29-1069.00,Emergency Medicine Physicians,29-1214,29-1214.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.833351666483336,False,7.8335,4.57,100.0,0.5593052590613539,0.2110628390441118,E2,E1,409608.4615384616,460318.4023668639,432768.5207100592,409608.4615384616,409608.4615384616,306224.5562130178,409608.4615384616,451247.6923076923,409608.4615384616,360388.5207100592,301876.1538461539,399499.2307692308,409608.4615384616,308281.5976331361,459566.0946745562,458673.8461538461,361674.6153846154,409608.4615384616,348831.53846153844,409608.4615384616,409608.4615384616,398824.6153846154,380866.21301775146,418346.1538461539,399556.21301775146,325259.2899408284,544798.4615384615,409608.4615384616,498535.3846153846,409608.4615384616,409608.4615384616,302047.6923076923,407196.9822485207,389543.8461538461,371776.9822485207,400606.21301775146,435993.8461538461,376725.4437869822,409608.4615384616,487844.5562130178,458674.6153846154,373182.3668639053,401133.9053254438,502133.7869822485,359900.76923076925,264633.90532544383,421030.0591715976,433535.325443787,508005.3846153846,453558.5207100592,514364.5562130178,409608.4615384616,409608.4615384616,409608.4615384616,409608.4615384616,25684.615384615383,108.46153846153848,126.76923076923076,489.5384615384616,131.07692307692307,2670.7692307692305,512.3076923076924,400.7692307692308,84.61538461538461,117.6923076923077,1533.8461538461538,962.6153846153846,82.3076923076923,269.6923076923077,813.8461538461538,694.6153846153846,202.30769230769232,236.0,485.2307692307692,399.38461538461536,220.00000000000003,505.2307692307692,714.6153846153846,646.9230769230769,726.9230769230769,265.38461538461536,328.76923076923083,114.15384615384616,288.46153846153845,255.00000000000003,254.6153846153846,593.6923076923077,224.6153846153846,3186.1538461538457,520.7692307692307,99.23076923076924,980.7692307692308,161.53846153846155,548.4615384615385,602.3076923076924,183.84615384615384,140.0,126.15384615384616,548.1538461538462,1366.1538461538462,204.61538461538464,102.3076923076923,869.2307692307693,406.2307692307692,214.6153846153846,770.7692307692307,38.61538461538461,11.0,110.6153846153846,5.0
"Collect business intelligence data from available industry reports, public information, field reports, or purchased sources.",collect business intelligence data from available industry reports public information field reports or purchased sources,Analyze market or customer related data.,Analyze market or industry conditions.,Analyzing Data or Information,Business Intelligence Analysts,business intelligence analysts,15-1199.08,Business Intelligence Analysts,15-2051,15-2051.01,Data Scientists,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0339213792885103,4.950806451612904,False,0.8171476923076924,3.68,100.0,0.4090244108151831,0.6,E2,E2,120230.0,103120.0,84110.0,107240.0,109390.0,141590.0,117400.0,126340.0,120230.0,126490.0,115820.0,104340.0,102130.0,89380.0,106560.0,91470.0,95830.0,98130.0,91760.0,78760.0,90880.0,136370.0,131750.0,100590.0,128800.0,69490.0,97090.0,100490.0,98230.0,98540.0,100620.0,135280.0,95850.0,130460.0,119090.0,81900.0,102630.0,86310.0,125990.0,106850.0,102440.0,91990.0,96150.0,100330.0,122090.0,108090.0,127070.0,126430.0,163350.0,85090.0,106680.0,120230.0,120230.0,80350.0,120230.0,137672.0,2738.0,362.0,7176.0,834.0,61864.0,9883.0,2770.0,1212.0,4218.0,16115.0,14573.0,472.0,2125.0,16556.0,5634.0,3620.0,771.0,2424.0,2046.0,1904.0,5256.0,14825.0,11583.0,6327.0,692.0,7444.0,346.0,3116.0,2644.0,1731.0,10119.0,881.0,37723.0,17988.0,330.0,9600.0,2990.0,3368.0,21734.0,1826.0,3750.000000000001,346.0,4391.0,40697.0,6862.0,200.00000000000003,14038.0,15108.0,614.0,6877.0,247.0,58.0,100.0,28.0
"Collect data about existing client hardware, software, networking, or key business processes to inform implementation of radio frequency identification device (RFID) technology.",collect data about existing client hardware software networking or key business processes to inform implementation of radio frequency identification device rfid technology,Collect data about project sites.,Gather data about operational or development activities.,Getting Information,Radio Frequency Identification Device Specialists,radio frequency identification device specialists,17-2072.01,Radio Frequency Identification Device Specialists,17-2072,17-2072.01,Electrical and Electronics Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.870711562897077,False,0.6986023076923077,3.79,90.85,0.4174830074779361,0.7999999999999999,E0,E2,130220.0,120720.0,106810.0,118120.0,109830.0,160520.0,127010.0,106040.0,130220.0,157040.0,116860.0,123010.0,126690.0,102770.0,129390.0,112200.0,81330.0,103740.0,101860.0,100390.0,127490.0,155650.0,138230.0,127200.0,112390.0,112400.0,117630.0,93380.0,91140.0,116180.0,105190.0,158730.0,136990.0,119180.0,115920.0,104860.0,118830.0,109120.0,124400.0,121260.0,136360.0,113720.0,84150.0,122920.0,132220.0,128430.0,86180.0,119990.0,130270.0,120170.0,93710.0,95910.0,130220.0,81790.0,130220.0,28807.0,1153.0,107.0,1249.0,89.0,12385.0,3615.0,672.0,89.0,238.0,3139.0,1564.0,184.0,297.0,571.0,844.0,208.0,458.0,511.0,268.0,118.0,2016.0,3514.0,1760.0,713.0,95.0,440.0,83.0,149.0,214.0,190.0,1082.0,660.0,1320.0,1243.0,30.0,1926.0,838.0,1029.0,856.0,577.0,612.0,113.0,440.0,5660.0,933.0,42.0,1950.0,1159.0,54.0,214.0,65.0,12.0,95.0,6.0
"Collect data about the attitudes, values, and behaviors of people in groups, using observation, interviews, and review of documents.",collect data about the attitudes values and behaviors of people in groups using observation interviews and review of documents,"Collect information from people through observation, interviews, or surveys.",Collect information about patients or clients.,Getting Information,Sociologists,sociologists,19-3041.00,Sociologists,19-3041,19-3041.00,Sociologists,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.6383379362289725,False,0.4496030769230769,4.26,95.0,0.1600251990652905,0.4,E1,E2,106030.0,106030.0,108170.0,106030.0,106030.0,125770.0,106030.0,106030.0,106030.0,106030.0,46950.0,106030.0,106030.0,106030.0,140770.0,106030.0,106030.0,106030.0,136870.0,106030.0,106030.0,100660.0,106530.0,88040.0,106030.0,106030.0,106030.0,106030.0,106030.0,106030.0,106030.0,106030.0,106030.0,106030.0,126760.0,106030.0,78850.0,106030.0,106030.0,106030.0,106030.0,106030.0,106030.0,106030.0,106030.0,106030.0,106030.0,106030.0,97170.0,106030.0,106030.0,106030.0,106030.0,106030.0,106030.0,2260.0,31.0,40.0,47.0,19.0,590.0,41.0,24.0,7.0,10.0,160.0,71.0,9.0,12.0,88.0,46.0,23.0,21.0,30.0,28.0,9.0,50.0,250.0,90.0,43.0,17.0,42.0,7.0,15.0,22.0,10.0,62.0,13.0,140.0,170.0,6.0,130.0,25.0,28.0,88.0,7.0,33.0,7.0,47.0,203.0,25.0,4.0,59.0,130.0,10.0,42.0,4.0,1.0,14.0,0.0
"Collect data relating to commercial or residential development, population, or power system interconnection to determine operating efficiency of electrical systems.",collect data relating to commercial or residential development population or power system interconnection to determine operating efficiency of electrical systems,Collect data about project sites.,Gather data about operational or development activities.,Getting Information,Electrical Engineers,electrical engineers,17-2071.00,Electrical Engineers,17-2071,17-2071.00,Electrical and Electronics Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,5.0,False,0.3019946153846154,3.69,25.29,0.1006505310190547,0.7,E2,E2,120630.0,125630.0,125970.0,100550.0,96860.0,144040.0,120760.0,104160.0,126970.0,143000.0,104780.0,120630.0,106350.0,129340.0,107860.0,102670.0,105820.0,102630.0,98550.0,123710.0,114620.0,125150.0,127720.0,106070.0,109510.0,104990.0,118670.0,87360.0,107260.0,107400.0,135710.0,125370.0,158520.0,119010.0,110130.0,110810.0,100620.0,107760.0,125160.0,110820.0,120630.0,98440.0,98980.0,104450.0,129450.0,105720.0,111310.0,119030.0,132710.0,113420.0,99700.0,111740.0,64190.0,74250.0,120630.0,198750.0,4600.0,350.0,5370.0,900.0,24230.0,4200.0,2930.0,660.0,330.0,9220.0,5950.0,1080.0,1000.0,5460.0,4000.0,1280.0,2100.0,1540.0,990.0,1150.0,4650.0,5040.0,10840.0,3150.0,1130.0,2410.0,790.0,1060.0,1100.0,1600.0,2940.0,2560.0,8770.0,7090.0,260.0,6360.0,2080.0,2540.0,6970.0,670.0,3490.0,530.0,2830.0,20870.0,1680.0,820.0,7260.0,7610.0,500.0,3550.0,280.0,200.0,330.0,41.0
"Collect data relating to commercial or residential development, population, or power system interconnection to determine operating efficiency of electrical systems.",collect data relating to commercial or residential development population or power system interconnection to determine operating efficiency of electrical systems,Monitor the productivity or efficiency of industrial operations.,Monitor operations to ensure adequate performance.,"Monitoring Processes, Materials, or Surroundings",Electrical Engineers,electrical engineers,17-2071.00,Electrical Engineers,17-2071,17-2071.00,Electrical and Electronics Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,5.0,False,0.3019946153846154,3.69,25.29,0.1006505310190547,0.7,E2,E2,120630.0,125630.0,125970.0,100550.0,96860.0,144040.0,120760.0,104160.0,126970.0,143000.0,104780.0,120630.0,106350.0,129340.0,107860.0,102670.0,105820.0,102630.0,98550.0,123710.0,114620.0,125150.0,127720.0,106070.0,109510.0,104990.0,118670.0,87360.0,107260.0,107400.0,135710.0,125370.0,158520.0,119010.0,110130.0,110810.0,100620.0,107760.0,125160.0,110820.0,120630.0,98440.0,98980.0,104450.0,129450.0,105720.0,111310.0,119030.0,132710.0,113420.0,99700.0,111740.0,64190.0,74250.0,120630.0,198750.0,4600.0,350.0,5370.0,900.0,24230.0,4200.0,2930.0,660.0,330.0,9220.0,5950.0,1080.0,1000.0,5460.0,4000.0,1280.0,2100.0,1540.0,990.0,1150.0,4650.0,5040.0,10840.0,3150.0,1130.0,2410.0,790.0,1060.0,1100.0,1600.0,2940.0,2560.0,8770.0,7090.0,260.0,6360.0,2080.0,2540.0,6970.0,670.0,3490.0,530.0,2830.0,20870.0,1680.0,820.0,7260.0,7610.0,500.0,3550.0,280.0,200.0,330.0,41.0
Collect data through surveys or experimentation.,collect data through surveys or experimentation,"Collect information from people through observation, interviews, or surveys.",Collect information about patients or clients.,Getting Information,Biostatisticians,biostatisticians,15-2041.01,Biostatisticians,15-2041,15-2041.01,Statisticians,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.7461980830670925,False,0.0511992307692307,3.61,79.17,0.0115968100905809,0.6,E0,E2,105650.0,76400.0,105650.0,79640.0,105720.0,135960.0,109660.0,102860.0,109570.0,140670.0,108040.0,115150.0,76780.0,105650.0,119760.0,109300.0,80150.0,111780.0,112520.0,76400.0,85680.0,132620.0,96710.0,102710.0,105650.0,64670.0,66330.0,105650.0,83480.0,79750.0,96080.0,118280.0,84330.0,136020.0,115690.0,75890.0,98190.0,89540.0,93620.0,93830.0,102620.0,65450.0,105650.0,98230.0,102960.0,88610.0,82210.0,114920.0,105650.0,84660.0,107150.0,105650.0,105650.0,49730.0,105650.0,10844.0,149.0,60.0,329.0,426.0,1853.0,583.0,366.0,52.0,411.0,411.0,344.0,67.0,120.0,359.0,172.0,187.0,60.0,60.0,52.0,60.0,2040.0,1853.0,426.0,583.0,60.0,508.0,35.0,105.0,37.0,52.0,657.0,172.0,911.0,897.0,30.0,433.0,37.0,448.0,1218.0,30.0,179.0,31.0,396.0,1038.0,224.0,21.0,538.0,2211.0,67.0,187.0,19.0,4.0,172.0,2.0
Collect data through surveys or experimentation.,collect data through surveys or experimentation,Collect data about customer needs.,Collect data about consumer needs or opinions.,Getting Information,Biostatisticians,biostatisticians,15-2041.01,Biostatisticians,15-2041,15-2041.01,Statisticians,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.7461980830670925,False,0.0511992307692307,3.61,79.17,0.0115968100905809,0.6,E0,E2,105650.0,76400.0,105650.0,79640.0,105720.0,135960.0,109660.0,102860.0,109570.0,140670.0,108040.0,115150.0,76780.0,105650.0,119760.0,109300.0,80150.0,111780.0,112520.0,76400.0,85680.0,132620.0,96710.0,102710.0,105650.0,64670.0,66330.0,105650.0,83480.0,79750.0,96080.0,118280.0,84330.0,136020.0,115690.0,75890.0,98190.0,89540.0,93620.0,93830.0,102620.0,65450.0,105650.0,98230.0,102960.0,88610.0,82210.0,114920.0,105650.0,84660.0,107150.0,105650.0,105650.0,49730.0,105650.0,10844.0,149.0,60.0,329.0,426.0,1853.0,583.0,366.0,52.0,411.0,411.0,344.0,67.0,120.0,359.0,172.0,187.0,60.0,60.0,52.0,60.0,2040.0,1853.0,426.0,583.0,60.0,508.0,35.0,105.0,37.0,52.0,657.0,172.0,911.0,897.0,30.0,433.0,37.0,448.0,1218.0,30.0,179.0,31.0,396.0,1038.0,224.0,21.0,538.0,2211.0,67.0,187.0,19.0,4.0,172.0,2.0
"Collect delivery instructions from appropriate sources, verifying instructions and routes.",collect delivery instructions from appropriate sources verifying instructions and routes,Review work orders or schedules to determine operations or procedures.,Read documents or materials to inform work processes.,Getting Information,Heavy and Tractor-Trailer Truck Drivers,heavy and tractortrailer truck drivers,53-3032.00,Heavy and Tractor-Trailer Truck Drivers,53-3032,53-3032.00,Driver/Sales Workers and Truck Drivers,Motor Vehicle Operators,Transportation and Material Moving Occupations,2026-05-31,0.0030529241359659,4.988356091881021,False,1.7182407692307693,4.48,93.17,0.1315747276529299,0.1,E2,E2,58640.0,52120.0,70100.0,58080.0,51550.0,60230.0,61500.0,60490.0,57590.0,64170.0,50640.0,57050.0,59820.0,58770.0,60320.0,60290.0,58070.0,58920.0,56340.0,49320.0,57050.0,59360.0,63030.0,57180.0,61990.0,51820.0,54550.0,58870.0,58390.0,62290.0,60280.0,63570.0,50500.0,62050.0,51530.0,60910.0,59800.0,54410.0,61980.0,58580.0,60190.0,51130.0,58690.0,58620.0,56290.0,60620.0,60830.0,56860.0,64760.0,49480.0,58610.0,60310.0,38760.0,25510.0,43270.0,2062040.0,36650.0,3420.0,40150.0,32220.0,205090.0,25350.0,15740.0,9040.0,830.0,112920.0,74840.0,4070.0,15920.0,84200.0,59090.0,35040.0,24220.0,31760.0,28540.0,9980.0,29150.0,30890.0,60800.0,38770.0,24160.0,47760.0,7830.0,23160.0,15010.0,6960.0,47980.0,11820.0,63700.0,62400.0,11870.0,83060.0,27840.0,23970.0,87550.0,3620.0,34170.0,6470.0,64890.0,209680.0,25060.0,3560.0,48750.0,40530.0,12190.0,53330.0,6050.0,480.0,10480.0,240.0
"Collect delivery instructions from appropriate sources, verifying instructions and routes.",collect delivery instructions from appropriate sources verifying instructions and routes,Verify information or specifications.,Evaluate the quality or accuracy of data.,Processing Information,Heavy and Tractor-Trailer Truck Drivers,heavy and tractortrailer truck drivers,53-3032.00,Heavy and Tractor-Trailer Truck Drivers,53-3032,53-3032.00,Driver/Sales Workers and Truck Drivers,Motor Vehicle Operators,Transportation and Material Moving Occupations,2026-05-31,0.0030529241359659,4.988356091881021,False,1.7182407692307693,4.48,93.17,0.1315747276529299,0.1,E2,E2,58640.0,52120.0,70100.0,58080.0,51550.0,60230.0,61500.0,60490.0,57590.0,64170.0,50640.0,57050.0,59820.0,58770.0,60320.0,60290.0,58070.0,58920.0,56340.0,49320.0,57050.0,59360.0,63030.0,57180.0,61990.0,51820.0,54550.0,58870.0,58390.0,62290.0,60280.0,63570.0,50500.0,62050.0,51530.0,60910.0,59800.0,54410.0,61980.0,58580.0,60190.0,51130.0,58690.0,58620.0,56290.0,60620.0,60830.0,56860.0,64760.0,49480.0,58610.0,60310.0,38760.0,25510.0,43270.0,2062040.0,36650.0,3420.0,40150.0,32220.0,205090.0,25350.0,15740.0,9040.0,830.0,112920.0,74840.0,4070.0,15920.0,84200.0,59090.0,35040.0,24220.0,31760.0,28540.0,9980.0,29150.0,30890.0,60800.0,38770.0,24160.0,47760.0,7830.0,23160.0,15010.0,6960.0,47980.0,11820.0,63700.0,62400.0,11870.0,83060.0,27840.0,23970.0,87550.0,3620.0,34170.0,6470.0,64890.0,209680.0,25060.0,3560.0,48750.0,40530.0,12190.0,53330.0,6050.0,480.0,10480.0,240.0
"Collect information about clients through interviews, observation, or tests.",collect information about clients through interviews observation or tests,Collect information about clients.,Collect information about patients or clients.,Getting Information,Mental Health Counselors,mental health counselors,21-1014.00,Mental Health Counselors,21-1014,21-1014.00,Counselors,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.1356855171540415,4.5757355083017766,False,3.4319353846153846,4.54,100.0,0.281715,0.1,E2,E2,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,172550.0,2330.0,359.0,3571.0,1437.0,20077.0,3168.0,1870.0,534.0,774.0,10946.0,5389.0,692.0,945.0,6722.0,3529.0,1719.0,1585.0,2205.0,2133.0,706.0,3046.0,4010.0,4854.0,3252.0,1282.0,3236.0,564.0,1129.0,1710.0,753.0,4724.0,960.0,10679.0,5447.0,473.0,6118.0,1882.0,2168.0,6685.0,553.0,2541.0,504.0,3614.0,15511.0,1913.0,335.0,4530.0,3914.0,773.0,3243.0,309.0,73.0,1035.0,35.0
"Collect information about clients through interviews, observation, or tests.",collect information about clients through interviews observation or tests,"Interview clients to gather information about their backgrounds, needs, or progress.",Interview people to obtain information.,Getting Information,Mental Health Counselors,mental health counselors,21-1014.00,Mental Health Counselors,21-1014,21-1014.00,Counselors,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.1356855171540415,4.5757355083017766,False,3.4319353846153846,4.54,100.0,0.281715,0.1,E2,E2,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,172550.0,2330.0,359.0,3571.0,1437.0,20077.0,3168.0,1870.0,534.0,774.0,10946.0,5389.0,692.0,945.0,6722.0,3529.0,1719.0,1585.0,2205.0,2133.0,706.0,3046.0,4010.0,4854.0,3252.0,1282.0,3236.0,564.0,1129.0,1710.0,753.0,4724.0,960.0,10679.0,5447.0,473.0,6118.0,1882.0,2168.0,6685.0,553.0,2541.0,504.0,3614.0,15511.0,1913.0,335.0,4530.0,3914.0,773.0,3243.0,309.0,73.0,1035.0,35.0
"Collect information about clients, using techniques such as testing, interviewing, discussion, or observation.",collect information about clients using techniques such as testing interviewing discussion or observation,Collect information about clients.,Collect information about patients or clients.,Getting Information,Marriage and Family Therapists,marriage and family therapists,21-1013.00,Marriage and Family Therapists,21-1013,21-1013.00,Counselors,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.1469926435835449,4.616578138104558,False,4.360661538461539,4.51,94.45,1.034946549138966,0.3,E0,E0,66940.0,49990.0,60010.0,65290.0,64340.0,67300.0,60700.0,86250.0,76580.0,66940.0,56400.0,91550.0,141960.0,62700.0,60970.0,56810.0,67180.0,68710.0,52420.0,66940.0,71680.0,69900.0,67370.0,52270.0,72470.0,51440.0,60440.0,46960.0,62610.0,66940.0,60030.0,92150.0,70630.0,64430.0,48100.0,66940.0,70240.0,57670.0,91520.0,66040.0,66940.0,55430.0,44870.0,46700.0,46300.0,84980.0,62780.0,79900.0,60000.0,55700.0,37870.0,66940.0,66940.0,66940.0,66940.0,66740.0,190.0,60.0,1381.0,80.0,34970.0,900.0,260.0,400.0,299.0,930.0,2085.0,220.0,140.0,860.0,510.0,240.0,190.0,330.0,825.0,180.0,460.0,600.0,590.0,4870.0,140.0,390.0,100.0,260.0,662.0,70.0,4040.0,160.0,770.0,1400.0,183.0,460.0,728.0,850.0,2350.0,214.0,380.0,80.0,1440.0,1380.0,2390.0,130.0,930.0,1514.0,90.0,180.0,120.0,28.0,400.0,14.0
"Collect information about clients, using techniques such as testing, interviewing, discussion, or observation.",collect information about clients using techniques such as testing interviewing discussion or observation,"Interview clients to gather information about their backgrounds, needs, or progress.",Interview people to obtain information.,Getting Information,Marriage and Family Therapists,marriage and family therapists,21-1013.00,Marriage and Family Therapists,21-1013,21-1013.00,Counselors,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.1469926435835449,4.616578138104558,False,4.360661538461539,4.51,94.45,1.034946549138966,0.3,E0,E0,66940.0,49990.0,60010.0,65290.0,64340.0,67300.0,60700.0,86250.0,76580.0,66940.0,56400.0,91550.0,141960.0,62700.0,60970.0,56810.0,67180.0,68710.0,52420.0,66940.0,71680.0,69900.0,67370.0,52270.0,72470.0,51440.0,60440.0,46960.0,62610.0,66940.0,60030.0,92150.0,70630.0,64430.0,48100.0,66940.0,70240.0,57670.0,91520.0,66040.0,66940.0,55430.0,44870.0,46700.0,46300.0,84980.0,62780.0,79900.0,60000.0,55700.0,37870.0,66940.0,66940.0,66940.0,66940.0,66740.0,190.0,60.0,1381.0,80.0,34970.0,900.0,260.0,400.0,299.0,930.0,2085.0,220.0,140.0,860.0,510.0,240.0,190.0,330.0,825.0,180.0,460.0,600.0,590.0,4870.0,140.0,390.0,100.0,260.0,662.0,70.0,4040.0,160.0,770.0,1400.0,183.0,460.0,728.0,850.0,2350.0,214.0,380.0,80.0,1440.0,1380.0,2390.0,130.0,930.0,1514.0,90.0,180.0,120.0,28.0,400.0,14.0
"Collect information about individuals or clients, using interviews, case histories, observational techniques, and other assessment methods.",collect information about individuals or clients using interviews case histories observational techniques and other assessment methods,"Collect information from people through observation, interviews, or surveys.",Collect information about patients or clients.,Getting Information,"Clinical, Counseling, and School Psychologists",clinical counseling and school psychologists,19-3031.00,Clinical and Counseling Psychologists,19-3033,19-3033.00,Psychologists,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.1469926435835449,4.458217879539158,False,2.3455,4.39,100.0,0.366927859909993,0.2027633018218002,E1,E2,100580.0,90800.0,124270.0,119010.0,77520.0,116000.0,113290.0,100580.0,113050.0,107000.0,85610.0,96060.0,117860.0,97790.0,83750.0,84990.0,91690.0,76690.0,99140.0,71330.0,100580.0,100580.0,115180.0,84730.0,107030.0,76000.0,99410.0,68160.0,94540.0,102650.0,64270.0,127090.0,124800.0,114400.0,92130.0,116130.0,101190.0,79950.0,134350.0,91870.0,107490.0,92700.0,80130.0,76820.0,83660.0,99170.0,83270.0,86520.0,115240.0,77040.0,113360.0,89890.0,100580.0,67660.0,100580.0,75990.0,260.0,40.0,730.0,370.0,12840.0,1170.0,660.0,280.0,220.0,3040.0,1120.0,250.0,300.0,5810.0,1850.0,440.0,400.0,710.0,320.0,311.0,2140.0,2860.0,2170.0,1290.0,210.0,840.0,150.0,770.0,680.0,330.0,2700.0,423.0,8420.0,2770.0,170.0,2080.0,950.0,540.0,3140.0,420.0,1119.0,120.0,1180.0,3640.0,1020.0,190.0,2140.0,1270.0,920.0,1150.0,50.0,32.0,330.0,16.0
"Collect information and make judgments through observation, interviews, and review of documents.",collect information and make judgments through observation interviews and review of documents,"Collect information from people through observation, interviews, or surveys.",Collect information about patients or clients.,Getting Information,Anthropologists and Archeologists,anthropologists and archeologists,19-3091.00,Anthropologists and Archeologists,19-3091,19-3091.00,Miscellaneous Social Scientists and Related Workers,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0791498850065242,4.685798743687646,False,0.3632692307692308,4.63,100.0,0.0923253968253968,0.4,E1,E2,70770.0,75690.0,89810.0,65290.0,62160.0,72240.0,68620.0,91420.0,70770.0,70770.0,59270.0,58990.0,84530.0,88710.0,59560.0,63730.0,67270.0,41870.0,72230.0,47750.0,70770.0,54160.0,121300.0,64700.0,65920.0,70770.0,66930.0,79420.0,94520.0,64390.0,61160.0,66230.0,68180.0,67220.0,73130.0,63830.0,59160.0,71740.0,84970.0,79660.0,70770.0,63130.0,63130.0,60310.0,67700.0,73920.0,70770.0,80230.0,74790.0,54340.0,63130.0,76400.0,70770.0,70950.0,70770.0,8990.0,170.0,130.0,500.0,60.0,2060.0,250.0,97.0,28.0,40.0,620.0,150.0,210.0,170.0,140.0,70.0,40.0,60.0,70.0,110.0,37.0,220.0,80.0,253.0,140.0,67.0,80.0,80.0,40.0,230.0,40.0,140.0,230.0,120.0,200.0,25.0,70.0,90.0,240.0,130.0,29.0,50.0,40.0,160.0,430.0,120.0,17.0,320.0,260.0,50.0,40.0,80.0,4.0,40.0,2.0
Collect medical histories and general health and lifestyle information from patients.,collect medical histories and general health and lifestyle information from patients,"Collect medical information from patients, family members, or other medical professionals.",Collect information about patients or clients.,Getting Information,Acupuncturists,acupuncturists,29-1199.01,Acupuncturists,29-1291,29-1291.00,Miscellaneous Healthcare Diagnosing or Treating Practitioners,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.303337041156841,False,4.9445,4.72,100.0,0.4074983178616918,0.2110628390441118,E1,E1,76040.0,76040.0,76040.0,85300.0,76040.0,75530.0,56950.0,76040.0,76040.0,76040.0,69990.0,73980.0,64570.0,76040.0,76040.0,120490.0,76040.0,76040.0,85130.0,76040.0,83040.0,101650.0,93360.0,65490.0,69690.0,76040.0,89000.0,76040.0,76040.0,76040.0,77470.0,125260.0,76040.0,86120.0,76500.0,76040.0,76040.0,76040.0,64870.0,76040.0,76040.0,76040.0,76040.0,141430.0,66530.0,58620.0,76040.0,76040.0,83200.0,76040.0,84820.0,76040.0,76040.0,76040.0,76040.0,7830.0,106.0,16.0,70.0,65.0,2520.0,144.0,85.0,24.0,35.0,900.0,140.0,31.0,43.0,305.0,30.0,78.0,72.0,60.0,97.0,32.0,138.0,182.0,220.0,210.0,58.0,147.0,26.0,51.0,78.0,34.0,240.0,44.0,1160.0,320.0,21.0,278.0,85.0,360.0,303.0,25.0,115.0,23.0,164.0,704.0,87.0,15.0,206.0,178.0,35.0,170.0,14.0,3.0,47.0,2.0
Collect payment for transportation and accommodations from customer.,collect payment for transportation and accommodations from customer,Process sales or other transactions.,Execute financial transactions.,Performing Administrative Activities,Travel Agents,travel agents,41-3041.00,Travel Agents,41-3041,41-3041.00,Travel Agents,"Sales Representatives, Services",Sales and Related Occupations,2026-05-31,0.0030529241359659,4.804855562384757,True,2.273236923076923,4.6,99.41,0.1765208955789075,0.1,E2,E2,50160.0,47640.0,47650.0,51800.0,36600.0,51030.0,56570.0,60640.0,50160.0,61560.0,50060.0,48880.0,47560.0,48110.0,49090.0,48530.0,45440.0,53600.0,49370.0,35970.0,50160.0,49160.0,56450.0,46250.0,47260.0,49050.0,45460.0,61330.0,49690.0,63400.0,47190.0,61090.0,44700.0,55580.0,56180.0,44740.0,46000.0,36980.0,56810.0,47720.0,59790.0,34560.0,44510.0,55640.0,49500.0,56670.0,60560.0,45260.0,55260.0,44760.0,47080.0,48030.0,22650.0,22960.0,50160.0,55110.0,380.0,190.0,1100.0,180.0,4760.0,1100.0,650.0,210.0,160.0,9430.0,2300.0,580.0,220.0,2120.0,640.0,290.0,250.0,220.0,310.0,120.0,360.0,1810.0,1150.0,890.0,160.0,1500.0,200.0,240.0,546.0,130.0,1660.0,120.0,3180.0,1250.0,150.0,1140.0,600.0,620.0,1470.0,250.0,680.0,200.0,540.0,4310.0,440.0,120.0,1050.0,1710.0,250.0,810.0,50.0,50.0,460.0,11.0
Collect payments from customers.,collect payments from customers,Collect fares or payment from customers.,Collect fares or payments.,Monitoring and Controlling Resources,"Entertainers and Performers, Sports and Related Workers, All Other",entertainers and performers sports and related workers all other,27-2099.00,"Disc Jockeys, Except Radio",27-2091,27-2091.00,"Miscellaneous Entertainers and Performers, Sports and Related Workers","Entertainers and Performers, Sports and Related Workers","Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0015264620679829,4.931002379228303,True,6.956922307692308,4.89,97.19,0.2232838122741556,0.1,E0,E0,44948.8,44948.8,44948.8,46072.0,44948.8,44948.8,43492.8,44948.8,44948.8,44948.8,34112.0,43035.2,113464.0,46446.4,47569.6,44948.8,44948.8,44948.8,44948.8,44948.8,44948.8,44948.8,44948.8,44948.8,44948.8,44948.8,32926.4,44948.8,44948.8,24960.0,44948.8,44948.8,44948.8,53060.80000000001,54704.0,44948.8,44948.8,44948.8,32344.0,44948.8,44948.8,44948.8,56721.6,45240.0,37564.8,44948.8,44948.8,44948.8,47403.19999999999,44948.8,57595.2,44948.8,44948.8,44948.8,44948.8,7920.0,107.0,16.0,80.0,66.0,2190.0,60.0,86.0,25.0,36.0,502.0,140.0,70.0,100.0,309.0,162.0,130.0,73.0,101.0,98.0,32.0,140.0,150.0,360.0,149.0,59.0,360.0,26.0,80.0,79.0,35.0,220.0,44.0,450.0,100.0,22.0,190.0,86.0,40.0,100.0,25.0,117.0,50.0,166.0,820.0,88.0,15.0,208.0,180.0,35.0,360.0,14.0,3.0,47.0,2.0
Collect payments from customers.,collect payments from customers,Process customer bills or payments.,Execute financial transactions.,Performing Administrative Activities,Waiters and Waitresses,waiters and waitresses,35-3031.00,Waiters and Waitresses,35-3031,35-3031.00,Waiters and Waitresses,Food and Beverage Serving Workers,Food Preparation and Serving Related Occupations,2026-05-31,0.0015264620679829,4.931002379228303,True,6.956922307692308,4.89,97.19,0.2330161003486724,0.1363636363636363,E0,E0,35230.0,26840.0,26310.0,43950.0,24680.0,36080.0,44860.0,37770.0,36880.0,47850.0,36150.0,18700.0,62390.0,30050.0,31200.0,28480.0,21000.0,36120.0,29660.0,15080.0,43370.0,36750.0,38460.0,37760.0,25470.0,21370.0,29400.0,23370.0,33770.0,26410.0,38430.0,44960.0,36920.0,47020.0,32150.0,30890.0,36700.0,17910.0,48410.0,34690.0,35420.0,18370.0,28990.0,27760.0,23240.0,31150.0,59140.0,44760.0,56130.0,35380.0,29670.0,23920.0,20320.0,22790.0,36340.0,2270910.0,28760.0,3830.0,55950.0,17880.0,229970.0,40680.0,22370.0,7580.0,11530.0,207180.0,76470.0,14090.0,10950.0,72900.0,43620.0,22410.0,19480.0,27150.0,33870.0,9090.0,38120.0,54670.0,65090.0,37630.0,15190.0,41640.0,7200.0,13310.0,42520.0,10030.0,55800.0,12740.0,142940.0,71940.0,5250.0,77250.0,27000.0,23040.0,82300.0,10160.0,47200.0,7350.0,52120.0,199610.0,17790.0,4040.0,59370.0,45400.0,8600.0,36220.0,3620.0,1550.0,12260.0,690.0
"Collect, record, and maintain patient information, such as medical histories, reports, or examination results.",collect record and maintain patient information such as medical histories reports or examination results,"Collect medical information from patients, family members, or other medical professionals.",Collect information about patients or clients.,Getting Information,Obstetricians and Gynecologists,obstetricians and gynecologists,29-1064.00,Obstetricians and Gynecologists,29-1218,29-1218.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.80444537201294,False,6.536132307692308,4.82,100.0,0.5646560205551983,0.1,E2,E2,292910.0,210380.0,421450.0,369720.0,292910.0,301240.0,292910.0,200580.0,324080.0,292910.0,292910.0,354000.0,338130.0,223560.0,208000.0,351990.0,356020.0,220770.0,317110.0,404550.0,379930.0,306310.0,272240.0,209650.0,321910.0,292910.0,292910.0,292910.0,342570.0,292910.0,348140.0,228870.0,259990.0,348800.0,134540.0,414060.0,181520.0,370260.0,395340.0,292910.0,166390.0,302340.0,297610.0,354580.0,271960.0,437170.0,418760.0,282410.0,343140.0,300810.0,304990.0,292910.0,292910.0,131890.0,292910.0,21260.0,120.0,50.0,130.0,160.0,1610.0,410.0,330.0,190.0,70.0,1620.0,350.0,140.0,110.0,1290.0,430.0,180.0,195.0,240.0,80.0,100.0,160.0,620.0,880.0,750.0,158.0,399.0,69.0,180.0,211.0,140.0,740.0,110.0,2750.0,590.0,70.0,970.0,60.0,270.0,260.0,140.0,350.0,80.0,360.0,1460.0,200.0,90.0,558.0,270.0,100.0,450.0,38.0,9.0,70.0,4.0
"Collect, record, and maintain patient information, such as medical histories, reports, or examination results.",collect record and maintain patient information such as medical histories reports or examination results,Record patient medical histories.,Maintain health or medical records.,Documenting/Recording Information,Obstetricians and Gynecologists,obstetricians and gynecologists,29-1064.00,Obstetricians and Gynecologists,29-1218,29-1218.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.80444537201294,False,6.536132307692308,4.82,100.0,0.5646560205551983,0.1,E2,E2,292910.0,210380.0,421450.0,369720.0,292910.0,301240.0,292910.0,200580.0,324080.0,292910.0,292910.0,354000.0,338130.0,223560.0,208000.0,351990.0,356020.0,220770.0,317110.0,404550.0,379930.0,306310.0,272240.0,209650.0,321910.0,292910.0,292910.0,292910.0,342570.0,292910.0,348140.0,228870.0,259990.0,348800.0,134540.0,414060.0,181520.0,370260.0,395340.0,292910.0,166390.0,302340.0,297610.0,354580.0,271960.0,437170.0,418760.0,282410.0,343140.0,300810.0,304990.0,292910.0,292910.0,131890.0,292910.0,21260.0,120.0,50.0,130.0,160.0,1610.0,410.0,330.0,190.0,70.0,1620.0,350.0,140.0,110.0,1290.0,430.0,180.0,195.0,240.0,80.0,100.0,160.0,620.0,880.0,750.0,158.0,399.0,69.0,180.0,211.0,140.0,740.0,110.0,2750.0,590.0,70.0,970.0,60.0,270.0,260.0,140.0,350.0,80.0,360.0,1460.0,200.0,90.0,558.0,270.0,100.0,450.0,38.0,9.0,70.0,4.0
"Collect, record, and maintain patient information, such as medical history, reports, or examination results.",collect record and maintain patient information such as medical history reports or examination results,"Collect medical information from patients, family members, or other medical professionals.",Collect information about patients or clients.,Getting Information,Family and General Practitioners,family and general practitioners,29-1062.00,Family Medicine Physicians,29-1215,29-1215.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0010176413786553,4.807872053172708,False,7.414680000000001,4.99,100.0,0.6489583333333335,0.1,E2,E2,244180.0,134550.0,323490.0,292760.0,215820.0,252010.0,265560.0,163930.0,228000.0,233390.0,227700.0,259320.0,218210.0,347160.0,245120.0,261940.0,265200.0,229390.0,248730.0,255330.0,239870.0,285730.0,277490.0,214070.0,280030.0,235630.0,171180.0,330760.0,228590.0,251550.0,268650.0,292170.0,228040.0,210920.0,215230.0,280100.0,223700.0,361350.0,293240.0,306030.0,467160.0,239200.0,239970.0,226830.0,235710.0,297510.0,239340.0,222630.0,292900.0,272680.0,290640.0,264580.0,244180.0,112990.0,244180.0,107510.0,1452.0,760.0,2620.0,290.0,12510.0,2700.0,790.0,640.0,150.0,6820.0,3690.0,260.0,690.0,1960.0,1410.0,1140.0,210.0,1170.0,1090.0,730.0,1050.0,3540.0,3770.0,1820.0,570.0,3740.0,460.0,830.0,340.0,350.0,3050.0,650.0,4000.0,1520.0,260.0,1490.0,2170.0,1490.0,4190.0,210.0,1200.0,550.0,2260.0,6190.0,550.0,240.0,2930.0,1270.0,320.0,1470.0,100.0,46.0,1050.0,22.0
"Collect, record, and maintain patient information, such as medical history, reports, or examination results.",collect record and maintain patient information such as medical history reports or examination results,Record patient medical histories.,Maintain health or medical records.,Documenting/Recording Information,Family and General Practitioners,family and general practitioners,29-1062.00,Family Medicine Physicians,29-1215,29-1215.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0010176413786553,4.807872053172708,False,7.414680000000001,4.99,100.0,0.6489583333333335,0.1,E2,E2,244180.0,134550.0,323490.0,292760.0,215820.0,252010.0,265560.0,163930.0,228000.0,233390.0,227700.0,259320.0,218210.0,347160.0,245120.0,261940.0,265200.0,229390.0,248730.0,255330.0,239870.0,285730.0,277490.0,214070.0,280030.0,235630.0,171180.0,330760.0,228590.0,251550.0,268650.0,292170.0,228040.0,210920.0,215230.0,280100.0,223700.0,361350.0,293240.0,306030.0,467160.0,239200.0,239970.0,226830.0,235710.0,297510.0,239340.0,222630.0,292900.0,272680.0,290640.0,264580.0,244180.0,112990.0,244180.0,107510.0,1452.0,760.0,2620.0,290.0,12510.0,2700.0,790.0,640.0,150.0,6820.0,3690.0,260.0,690.0,1960.0,1410.0,1140.0,210.0,1170.0,1090.0,730.0,1050.0,3540.0,3770.0,1820.0,570.0,3740.0,460.0,830.0,340.0,350.0,3050.0,650.0,4000.0,1520.0,260.0,1490.0,2170.0,1490.0,4190.0,210.0,1200.0,550.0,2260.0,6190.0,550.0,240.0,2930.0,1270.0,320.0,1470.0,100.0,46.0,1050.0,22.0
"Collect, record, and maintain patient information, such as medical history, reports, or examination results.",collect record and maintain patient information such as medical history reports or examination results,"Collect medical information from patients, family members, or other medical professionals.",Collect information about patients or clients.,Getting Information,"Internists, General",internists general,29-1063.00,General Internal Medicine Physicians,29-1216,29-1216.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0010176413786553,4.807872053172708,False,5.3828000000000005,4.24,99.78,0.4546397924565956,0.1,E2,E2,256560.0,311180.0,366080.0,259320.0,233130.0,313890.0,299990.0,208000.0,256560.0,223250.0,222600.0,425460.0,256560.0,355390.0,140680.0,314390.0,122920.0,256560.0,241530.0,210390.0,316880.0,260410.0,285250.0,149990.0,373700.0,325610.0,216570.0,256560.0,221360.0,114090.0,229210.0,89990.0,256560.0,183460.0,289780.0,338400.0,249990.0,216570.0,268570.0,213310.0,379490.0,359500.0,280520.0,232220.0,269110.0,331720.0,228670.0,256560.0,340010.0,72680.0,367160.0,256560.0,324920.0,133120.0,256560.0,67150.0,310.0,110.0,2570.0,290.0,6370.0,450.0,980.0,208.0,490.0,2390.0,5440.0,220.0,130.0,1130.0,2380.0,380.0,617.0,1060.0,830.0,270.0,3250.0,1590.0,2060.0,2270.0,390.0,160.0,219.0,900.0,390.0,450.0,2920.0,374.0,10000.0,1700.0,200.0,1540.0,490.0,230.0,990.0,300.0,1260.0,160.0,1370.0,3850.0,210.0,180.0,860.0,1100.0,630.0,1450.0,120.0,40.0,40.0,14.0
"Collect, record, and maintain patient information, such as medical history, reports, or examination results.",collect record and maintain patient information such as medical history reports or examination results,Record patient medical histories.,Maintain health or medical records.,Documenting/Recording Information,"Internists, General",internists general,29-1063.00,General Internal Medicine Physicians,29-1216,29-1216.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0010176413786553,4.807872053172708,False,5.3828000000000005,4.24,99.78,0.4546397924565956,0.1,E2,E2,256560.0,311180.0,366080.0,259320.0,233130.0,313890.0,299990.0,208000.0,256560.0,223250.0,222600.0,425460.0,256560.0,355390.0,140680.0,314390.0,122920.0,256560.0,241530.0,210390.0,316880.0,260410.0,285250.0,149990.0,373700.0,325610.0,216570.0,256560.0,221360.0,114090.0,229210.0,89990.0,256560.0,183460.0,289780.0,338400.0,249990.0,216570.0,268570.0,213310.0,379490.0,359500.0,280520.0,232220.0,269110.0,331720.0,228670.0,256560.0,340010.0,72680.0,367160.0,256560.0,324920.0,133120.0,256560.0,67150.0,310.0,110.0,2570.0,290.0,6370.0,450.0,980.0,208.0,490.0,2390.0,5440.0,220.0,130.0,1130.0,2380.0,380.0,617.0,1060.0,830.0,270.0,3250.0,1590.0,2060.0,2270.0,390.0,160.0,219.0,900.0,390.0,450.0,2920.0,374.0,10000.0,1700.0,200.0,1540.0,490.0,230.0,990.0,300.0,1260.0,160.0,1370.0,3850.0,210.0,180.0,860.0,1100.0,630.0,1450.0,120.0,40.0,40.0,14.0
"Collect, record, and maintain patient information, such as medical history, reports, or examination results.",collect record and maintain patient information such as medical history reports or examination results,"Collect medical information from patients, family members, or other medical professionals.",Collect information about patients or clients.,Getting Information,"Pediatricians, General",pediatricians general,29-1065.00,"Pediatricians, General",29-1221,29-1221.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0010176413786553,4.807872053172708,False,7.459,4.77,95.09,0.6181012296253935,0.1,E2,E2,210040.0,209490.0,267390.0,233950.0,160440.0,214140.0,196440.0,216830.0,219190.0,79240.0,182010.0,149990.0,197090.0,297680.0,196760.0,177300.0,262440.0,209840.0,175690.0,502720.0,245920.0,181640.0,221170.0,204690.0,226660.0,183650.0,223910.0,273260.0,175990.0,210040.0,273410.0,201560.0,202390.0,212150.0,183550.0,234950.0,217970.0,236780.0,224690.0,226440.0,218080.0,217120.0,257610.0,176210.0,173360.0,210360.0,215350.0,195940.0,169540.0,158470.0,269790.0,210040.0,210040.0,98350.0,210040.0,39390.0,532.0,60.0,1230.0,100.0,6680.0,570.0,1310.0,180.0,177.0,700.0,1230.0,470.0,60.0,1180.0,1080.0,230.0,110.0,380.0,40.0,130.0,580.0,2310.0,1340.0,890.0,40.0,500.0,50.0,290.0,390.0,210.0,1280.0,270.0,4570.0,740.0,90.0,2110.0,280.0,620.0,1120.0,180.0,420.0,80.0,740.0,2740.0,310.0,130.0,750.0,480.0,140.0,350.0,100.0,17.0,1020.0,8.0
"Collect, record, and maintain patient information, such as medical history, reports, or examination results.",collect record and maintain patient information such as medical history reports or examination results,Record patient medical histories.,Maintain health or medical records.,Documenting/Recording Information,"Pediatricians, General",pediatricians general,29-1065.00,"Pediatricians, General",29-1221,29-1221.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0010176413786553,4.807872053172708,False,7.459,4.77,95.09,0.6181012296253935,0.1,E2,E2,210040.0,209490.0,267390.0,233950.0,160440.0,214140.0,196440.0,216830.0,219190.0,79240.0,182010.0,149990.0,197090.0,297680.0,196760.0,177300.0,262440.0,209840.0,175690.0,502720.0,245920.0,181640.0,221170.0,204690.0,226660.0,183650.0,223910.0,273260.0,175990.0,210040.0,273410.0,201560.0,202390.0,212150.0,183550.0,234950.0,217970.0,236780.0,224690.0,226440.0,218080.0,217120.0,257610.0,176210.0,173360.0,210360.0,215350.0,195940.0,169540.0,158470.0,269790.0,210040.0,210040.0,98350.0,210040.0,39390.0,532.0,60.0,1230.0,100.0,6680.0,570.0,1310.0,180.0,177.0,700.0,1230.0,470.0,60.0,1180.0,1080.0,230.0,110.0,380.0,40.0,130.0,580.0,2310.0,1340.0,890.0,40.0,500.0,50.0,290.0,390.0,210.0,1280.0,270.0,4570.0,740.0,90.0,2110.0,280.0,620.0,1120.0,180.0,420.0,80.0,740.0,2740.0,310.0,130.0,750.0,480.0,140.0,350.0,100.0,17.0,1020.0,8.0
"Collect supplementary information needed to assist client, such as employment records, medical records, or school reports.",collect supplementary information needed to assist client such as employment records medical records or school reports,Collect information about clients.,Collect information about patients or clients.,Getting Information,"Child, Family, and School Social Workers",child family and school social workers,21-1021.00,"Child, Family, and School Social Workers",21-1021,21-1021.00,Social Workers,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0030529241359659,4.85015226294235,False,1.3221807692307692,3.99,76.39,0.1786564605796106,0.2,E2,E2,59550.0,46660.0,62630.0,50150.0,43330.0,65200.0,63720.0,78970.0,48520.0,73550.0,56550.0,47510.0,68270.0,59840.0,63220.0,50470.0,52250.0,54300.0,59100.0,56800.0,63290.0,76390.0,75570.0,59270.0,67450.0,46530.0,48520.0,56780.0,47770.0,61080.0,71010.0,76280.0,56160.0,65100.0,59610.0,64560.0,51520.0,43950.0,64130.0,50820.0,69870.0,51800.0,51100.0,56310.0,55680.0,52000.0,67340.0,61330.0,74480.0,52220.0,59280.0,56420.0,54910.0,43620.0,50810.0,392550.0,4220.0,1260.0,7560.0,1150.0,60310.0,8200.0,5230.0,910.0,2430.0,14000.0,7110.0,1170.0,810.0,19860.0,6690.0,3410.0,3190.0,8470.0,1110.0,2000.0,4710.0,10900.0,15760.0,6540.0,3310.0,9620.0,1250.0,4830.0,4030.0,1700.0,7360.0,2990.0,30170.0,13010.0,870.0,16050.0,6500.0,6630.0,16200.0,2450.0,5520.0,2050.0,7870.0,21670.0,1930.0,640.0,9410.0,10720.0,2380.0,5710.0,710.0,80.0,3370.0,30.0
Combine secondary data sources with keyword research to more accurately profile and satisfy user intent.,combine secondary data sources with keyword research to more accurately profile and satisfy user intent,Analyze website or related online data to track trends or usage.,Analyze market or industry conditions.,Analyzing Data or Information,Search Marketing Strategists,search marketing strategists,15-1199.10,Search Marketing Strategists,13-1161,13-1161.01,Market Research Analysts and Marketing Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.87570907617504,False,0.2649153846153846,4.09,100.0,0.017589172690763,0.1,E2,E2,78760.0,59530.0,66710.0,71940.0,65430.0,94700.0,93050.0,77740.0,101270.0,98090.0,75450.0,75850.0,59390.0,60970.0,79120.0,63700.0,66390.0,70430.0,61480.0,59690.0,71980.0,76370.0,101810.0,66780.0,87510.0,56640.0,70140.0,68080.0,60000.0,71840.0,64570.0,88190.0,61950.0,98580.0,78410.0,61580.0,72790.0,61940.0,79150.0,68760.0,86240.0,69440.0,63490.0,69790.0,72520.0,62630.0,74880.0,76980.0,95120.0,52340.0,64800.0,60990.0,42240.0,39330.0,59990.0,449790.0,9503.0,646.0,17952.0,7079.0,134863.0,31578.0,11247.0,3570.0000000000005,7181.0,60770.0,27810.0,1824.0,4281.0,45940.0,14400.0,10058.0,8089.999999999999,7124.0,6071.0,2707.0,15370.0,44977.0,27432.0,24103.0,2968.0,16865.0,1654.0,4281.0,6547.0,4757.0,26039.0,1824.0,91177.0,30700.0,1756.0,31000.0,7498.0,12810.0,31040.0,3636.0,13501.0,1733.0,14770.0,71753.0,14510.0,860.0000000000001,29007.0,27704.0,1869.0,17669.0,963.0,91.0,2741.0,102.0
Comfort and reassure patients.,comfort and reassure patients,Interact with patients to build rapport or provide emotional support.,Provide support or encouragement to others.,Coaching and Developing Others,Emergency Medical Technicians and Paramedics,emergency medical technicians and paramedics,29-2041.00,Emergency Medical Technicians,29-2042,29-2042.00,Emergency Medical Technicians and Paramedics,Health Technologists and Technicians,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0169606896442551,4.590958019375672,False,1.5706497435897433,4.57,99.885,0.7059143695572311,0.15,E0,E0,52535.0,43175.0,64650.0,49050.0,43270.0,60485.0,54830.0,64060.0,55515.0,62600.0,50005.0,51605.0,73845.0,49610.0,51460.0,51530.0,50625.0,43400.0,43345.0,45960.0,54695.0,57380.0,58285.0,45975.0,62195.0,45630.0,50670.0,43515.0,48970.0,48420.0,55500.0,70120.0,46540.0,60800.0,50785.0,50995.0,45760.0,40480.0,62055.0,52155.0,57420.0,46960.0,42815.0,49010.0,47380.0,52175.0,52980.0,52950.0,78500.0,41410.0,51385.0,55555.0,52535.0,28785.0,49787.5,140560.0,1860.0,310.0,3085.0,1145.0,13535.0,2585.0,1595.0,645.0,230.0,6515.0,4755.0,350.0,610.0,5865.0,3420.0,1340.0,1270.0,2285.0,2245.0,790.0,2655.0,3205.0,3490.0,2425.0,1270.0,3050.0,580.0,515.0,1240.0,715.0,3330.0,1035.0,10475.0,6170.0,490.0,4580.0,2000.0,1590.0,7455.0,295.0,3130.0,440.0,3785.0,10590.0,1120.0,490.0,3225.0,2525.0,995.0,2960.0,315.0,60.0,1020.0,34.5
Comfort and reassure patients.,comfort and reassure patients,Interact with patients to build rapport or provide emotional support.,Provide support or encouragement to others.,Coaching and Developing Others,Emergency Medical Technicians and Paramedics,emergency medical technicians and paramedics,29-2041.00,Paramedics,29-2043,29-2043.00,Emergency Medical Technicians and Paramedics,Health Technologists and Technicians,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0169606896442551,4.590958019375672,False,1.5706497435897433,4.57,99.885,0.6753121830391983,0.15,E0,E0,52535.0,43175.0,64650.0,49050.0,43270.0,60485.0,54830.0,64060.0,55515.0,62600.0,50005.0,51605.0,73845.0,49610.0,51460.0,51530.0,50625.0,43400.0,43345.0,45960.0,54695.0,57380.0,58285.0,45975.0,62195.0,45630.0,50670.0,43515.0,48970.0,48420.0,55500.0,70120.0,46540.0,60800.0,50785.0,50995.0,45760.0,40480.0,62055.0,52155.0,57420.0,46960.0,42815.0,49010.0,47380.0,52175.0,52980.0,52950.0,78500.0,41410.0,51385.0,55555.0,52535.0,28785.0,49787.5,140560.0,1860.0,310.0,3085.0,1145.0,13535.0,2585.0,1595.0,645.0,230.0,6515.0,4755.0,350.0,610.0,5865.0,3420.0,1340.0,1270.0,2285.0,2245.0,790.0,2655.0,3205.0,3490.0,2425.0,1270.0,3050.0,580.0,515.0,1240.0,715.0,3330.0,1035.0,10475.0,6170.0,490.0,4580.0,2000.0,1590.0,7455.0,295.0,3130.0,440.0,3785.0,10590.0,1120.0,490.0,3225.0,2525.0,995.0,2960.0,315.0,60.0,1020.0,34.5
Communicate likely outcomes of medical diseases or traumatic conditions to patients or their representatives.,communicate likely outcomes of medical diseases or traumatic conditions to patients or their representatives,Advise patients on effects of health conditions or treatments.,Advise patients or clients on medical issues.,Providing Consultation and Advice to Others,"Physicians and Surgeons, All Other",physicians and surgeons all other,29-1069.00,Emergency Medicine Physicians,29-1214,29-1214.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,3.5972434915773355,False,5.5004,4.83,100.0,0.5605994654307151,0.2,E1,E2,409608.4615384616,460318.4023668639,432768.5207100592,409608.4615384616,409608.4615384616,306224.5562130178,409608.4615384616,451247.6923076923,409608.4615384616,360388.5207100592,301876.1538461539,399499.2307692308,409608.4615384616,308281.5976331361,459566.0946745562,458673.8461538461,361674.6153846154,409608.4615384616,348831.53846153844,409608.4615384616,409608.4615384616,398824.6153846154,380866.21301775146,418346.1538461539,399556.21301775146,325259.2899408284,544798.4615384615,409608.4615384616,498535.3846153846,409608.4615384616,409608.4615384616,302047.6923076923,407196.9822485207,389543.8461538461,371776.9822485207,400606.21301775146,435993.8461538461,376725.4437869822,409608.4615384616,487844.5562130178,458674.6153846154,373182.3668639053,401133.9053254438,502133.7869822485,359900.76923076925,264633.90532544383,421030.0591715976,433535.325443787,508005.3846153846,453558.5207100592,514364.5562130178,409608.4615384616,409608.4615384616,409608.4615384616,409608.4615384616,25684.615384615383,108.46153846153848,126.76923076923076,489.5384615384616,131.07692307692307,2670.7692307692305,512.3076923076924,400.7692307692308,84.61538461538461,117.6923076923077,1533.8461538461538,962.6153846153846,82.3076923076923,269.6923076923077,813.8461538461538,694.6153846153846,202.30769230769232,236.0,485.2307692307692,399.38461538461536,220.00000000000003,505.2307692307692,714.6153846153846,646.9230769230769,726.9230769230769,265.38461538461536,328.76923076923083,114.15384615384616,288.46153846153845,255.00000000000003,254.6153846153846,593.6923076923077,224.6153846153846,3186.1538461538457,520.7692307692307,99.23076923076924,980.7692307692308,161.53846153846155,548.4615384615385,602.3076923076924,183.84615384615384,140.0,126.15384615384616,548.1538461538462,1366.1538461538462,204.61538461538464,102.3076923076923,869.2307692307693,406.2307692307692,214.6153846153846,770.7692307692307,38.61538461538461,11.0,110.6153846153846,5.0
"Communicate project information through presentations, technical reports, or white papers.",communicate project information through presentations technical reports or white papers,Prepare analytical reports.,Present research or technical information.,Documenting/Recording Information,Computer Systems Engineers/Architects,computer systems engineersarchitects,15-1199.02,Computer Systems Engineers/Architects,15-1299,15-1299.08,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.744694067708872,False,0.1680249999999999,3.37,86.36,0.0443737222563457,0.6,E1,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,193835.0,7026.0,1897.0,5510.0,2992.0,214105.0,31521.0,8281.0,860.0,45947.0,13710.0,55109.0,5556.0,2778.0,29812.0,8922.0,10285.0,3580.0,1850.0,13410.0,900.0,50915.0,16482.0,19875.0,11166.0,3873.0,14340.0,1443.0,6091.0,6972.0,2591.0,32082.0,4408.0,11460.0,40310.0,1950.0,6150.0,8869.0,6545.0,14580.0,2217.0,11487.0,240.0,29197.0,152318.0,17844.0,3526.0,45412.0,38360.0,9029.0,12502.0,454.0,748.0,2351.0,107.0
"Communicate project information through presentations, technical reports, or white papers.",communicate project information through presentations technical reports or white papers,Communicate project information to others.,Communicate with others about specifications or project details.,"Communicating with Supervisors, Peers, or Subordinates",Computer Systems Engineers/Architects,computer systems engineersarchitects,15-1199.02,Computer Systems Engineers/Architects,15-1299,15-1299.08,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.744694067708872,False,0.1680249999999999,3.37,86.36,0.0443737222563457,0.6,E1,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,193835.0,7026.0,1897.0,5510.0,2992.0,214105.0,31521.0,8281.0,860.0,45947.0,13710.0,55109.0,5556.0,2778.0,29812.0,8922.0,10285.0,3580.0,1850.0,13410.0,900.0,50915.0,16482.0,19875.0,11166.0,3873.0,14340.0,1443.0,6091.0,6972.0,2591.0,32082.0,4408.0,11460.0,40310.0,1950.0,6150.0,8869.0,6545.0,14580.0,2217.0,11487.0,240.0,29197.0,152318.0,17844.0,3526.0,45412.0,38360.0,9029.0,12502.0,454.0,748.0,2351.0,107.0
"Communicate scientific or technical information to the public, organizations, or internal audiences through oral briefings, written documents, workshops, conferences, training sessions, or public hearings.",communicate scientific or technical information to the public organizations or internal audiences through oral briefings written documents workshops conferences training sessions or public hearings,Provide technical information or assistance to public.,Provide information or assistance to the public.,Communicating with People Outside the Organization,"Environmental Scientists and Specialists, Including Health",environmental scientists and specialists including health,19-2041.00,"Environmental Scientists and Specialists, Including Health",19-2041,19-2041.00,Environmental Scientists and Geoscientists,Physical Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.0226142528590069,3.615049625278509,False,1.080278846153846,4.06,99.5,0.8669501257846288,1.02133891817856,E2,E2,82220.0,72490.0,91960.0,80600.0,57220.0,106510.0,85990.0,82070.0,64690.0,132620.0,60830.0,85710.0,79510.0,70350.0,81590.0,64700.0,78780.0,78210.0,71040.0,69820.0,66480.0,84190.0,100640.0,76080.0,88000.0,57780.0,61050.0,80260.0,64040.0,83050.0,80810.0,79210.0,86630.0,82160.0,74130.0,84570.0,78540.0,75910.0,97440.0,76110.0,100730.0,74910.0,68230.0,76840.0,92000.0,90710.0,77460.0,82230.0,98300.0,82100.0,72820.0,74050.0,68640.0,53030.0,53830.0,72379.0,1411.0,1395.0,3195.0,438.0,20258.0,4185.0,1006.0,470.0,2060.0,9651.0,2838.0,1087.0,1087.0,2514.0,2092.0,1119.0,957.0,1622.0,2595.0,860.0,2855.0,4752.0,5028.0,3666.0,633.0,2238.0,925.0,827.0,795.0,779.0,5109.0,1525.0,6001.0,6731.0,389.0,3990.0,843.0,2222.0,4898.0,535.0,795.0,389.0,1995.0,9132.0,1654.0,795.0,4623.0,7250.0,405.0,1492.0,665.0,130.0,633.0,65.0
"Communicate test results or technical information to patients, physicians, family members, or researchers.",communicate test results or technical information to patients physicians family members or researchers,Communicate detailed medical information to patients or family members.,Explain medical information to patients or family members.,Interpreting the Meaning of Information for Others,Cytogenetic Technologists,cytogenetic technologists,29-2011.01,Cytogenetic Technologists,29-2011,29-2011.01,Clinical Laboratory Technologists and Technicians,Health Technologists and Technicians,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.9048,False,2.437518461538461,4.82,52.38,0.1379665063342591,0.1,E2,E2,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,36050.0,487.0,75.0,746.0,300.0,4195.0,662.0,390.0,112.0,162.0,2287.0,1126.0,144.0,197.0,1405.0,737.0,359.0,331.0,461.0,446.0,147.0,636.0,838.0,1014.0,680.0,268.0,676.0,118.0,236.0,357.0,157.0,987.0,201.0,2231.0,1138.0,99.0,1279.0,393.0,453.0,1397.0,116.0,531.0,105.0,755.0,3241.0,400.0,70.0,947.0,818.0,162.0,678.0,65.0,16.0,216.0,7.0
"Communicate test results or technical information to patients, physicians, family members, or researchers.",communicate test results or technical information to patients physicians family members or researchers,Communicate test or assessment results to medical professionals.,Confer with healthcare or other professionals about patient care.,"Communicating with Supervisors, Peers, or Subordinates",Cytogenetic Technologists,cytogenetic technologists,29-2011.01,Cytogenetic Technologists,29-2011,29-2011.01,Clinical Laboratory Technologists and Technicians,Health Technologists and Technicians,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.9048,False,2.437518461538461,4.82,52.38,0.1379665063342591,0.1,E2,E2,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,36050.0,487.0,75.0,746.0,300.0,4195.0,662.0,390.0,112.0,162.0,2287.0,1126.0,144.0,197.0,1405.0,737.0,359.0,331.0,461.0,446.0,147.0,636.0,838.0,1014.0,680.0,268.0,676.0,118.0,236.0,357.0,157.0,987.0,201.0,2231.0,1138.0,99.0,1279.0,393.0,453.0,1397.0,116.0,531.0,105.0,755.0,3241.0,400.0,70.0,947.0,818.0,162.0,678.0,65.0,16.0,216.0,7.0
"Communicate with customers and vendors to exchange information regarding products, materials, and services.",communicate with customers and vendors to exchange information regarding products materials and services,Discuss goods or services information with customers or patrons.,Explain technical details of products or services.,Interpreting the Meaning of Information for Others,"Weighers, Measurers, Checkers, and Samplers, Recordkeeping",weighers measurers checkers and samplers recordkeeping,43-5111.00,"Weighers, Measurers, Checkers, and Samplers, Recordkeeping",43-5111,43-5111.00,"Weighers, Measurers, Checkers, and Samplers, Recordkeeping","Material Recording, Scheduling, Dispatching, and Distributing Workers",Office and Administrative Support Occupations,2026-05-31,0.0226142528590069,4.938118312134061,False,2.142703076923077,3.97,44.81,0.1187451961044594,0.1,E1,E2,46380.0,46010.0,45760.0,45790.0,45490.0,45730.0,46160.0,46540.0,46120.0,46380.0,44260.0,45180.0,46050.0,43720.0,48680.0,57210.0,47180.0,45760.0,49140.0,48890.0,51120.0,46170.0,46880.0,43950.0,49830.0,38900.0,46220.0,40460.0,49090.0,46430.0,44830.0,47640.0,53960.0,46970.0,43680.0,46380.0,45230.0,37350.0,54500.0,49480.0,40300.0,45760.0,44430.0,47330.0,47710.0,49830.0,46440.0,45360.0,48920.0,31210.0,48030.0,62840.0,46380.0,26820.0,46380.0,53300.0,780.0,30.0,650.0,1100.0,7510.0,770.0,370.0,280.0,239.0,3330.0,2370.0,100.0,140.0,1790.0,2590.0,410.0,670.0,1300.0,380.0,240.0,450.0,850.0,700.0,250.0,780.0,970.0,230.0,630.0,510.0,380.0,1380.0,250.0,2240.0,1560.0,110.0,2660.0,710.0,800.0,2100.0,171.0,940.0,330.0,1040.0,4460.0,270.0,120.0,1570.0,790.0,330.0,680.0,60.0,23.0,160.0,11.0
"Communicate with customers, employees, and other individuals to answer questions, disseminate or explain information, take orders, and address complaints.",communicate with customers employees and other individuals to answer questions disseminate or explain information take orders and address complaints,Confer with coworkers to coordinate work activities.,Communicate with others about operational plans or activities.,"Communicating with Supervisors, Peers, or Subordinates","Office Clerks, General",office clerks general,43-9061.00,"Office Clerks, General",43-9061,43-9061.00,"Office Clerks, General",Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0339213792885103,4.574156660949113,False,2.916676923076923,4.28,98.17,0.2504125634713033,0.1,E1,E2,45010.0,31200.0,51890.0,46420.0,37050.0,48460.0,53550.0,48280.0,42740.0,55040.0,44450.0,40590.0,42340.0,44830.0,45730.0,44520.0,44310.0,32370.0,37870.0,32480.0,45300.0,47270.0,49940.0,44820.0,47840.0,34900.0,42370.0,46480.0,37820.0,45460.0,49020.0,48570.0,37130.0,45890.0,41770.0,50160.0,43680.0,37240.0,49910.0,44950.0,47830.0,36840.0,38560.0,38860.0,39000.0,44060.0,48310.0,46410.0,50500.0,35020.0,44980.0,42840.0,26470.0,23860.0,37330.0,2464940.0,13130.0,3440.0,52710.0,29940.0,311490.0,31770.0,23190.0,7230.0,5670.0,189700.0,75390.0,12930.0,20790.0,95980.0,58480.0,23120.0,2130.0,29750.0,31790.0,11260.0,27290.0,47940.0,88030.0,55530.0,17600.0,56050.0,10390.0,10000.0,20430.0,12740.0,65130.0,11880.0,134280.0,67930.0,8440.0,89310.0,31870.0,27980.0,107500.0,7700.0,42250.0,1720.0,49880.0,218470.0,36470.0,5100.0,66550.0,49050.0,9430.0,51440.0,6670.0,760.0,20190.0,560.0
"Communicate with customers, employees, and other individuals to answer questions, disseminate or explain information, take orders, and address complaints.",communicate with customers employees and other individuals to answer questions disseminate or explain information take orders and address complaints,Respond to customer problems or complaints.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,"Office Clerks, General",office clerks general,43-9061.00,"Office Clerks, General",43-9061,43-9061.00,"Office Clerks, General",Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0339213792885103,4.574156660949113,False,2.916676923076923,4.28,98.17,0.2504125634713033,0.1,E1,E2,45010.0,31200.0,51890.0,46420.0,37050.0,48460.0,53550.0,48280.0,42740.0,55040.0,44450.0,40590.0,42340.0,44830.0,45730.0,44520.0,44310.0,32370.0,37870.0,32480.0,45300.0,47270.0,49940.0,44820.0,47840.0,34900.0,42370.0,46480.0,37820.0,45460.0,49020.0,48570.0,37130.0,45890.0,41770.0,50160.0,43680.0,37240.0,49910.0,44950.0,47830.0,36840.0,38560.0,38860.0,39000.0,44060.0,48310.0,46410.0,50500.0,35020.0,44980.0,42840.0,26470.0,23860.0,37330.0,2464940.0,13130.0,3440.0,52710.0,29940.0,311490.0,31770.0,23190.0,7230.0,5670.0,189700.0,75390.0,12930.0,20790.0,95980.0,58480.0,23120.0,2130.0,29750.0,31790.0,11260.0,27290.0,47940.0,88030.0,55530.0,17600.0,56050.0,10390.0,10000.0,20430.0,12740.0,65130.0,11880.0,134280.0,67930.0,8440.0,89310.0,31870.0,27980.0,107500.0,7700.0,42250.0,1720.0,49880.0,218470.0,36470.0,5100.0,66550.0,49050.0,9430.0,51440.0,6670.0,760.0,20190.0,560.0
"Communicate with customers regarding orders, comments, and complaints.",communicate with customers regarding orders comments and complaints,Communicate with customers to resolve complaints or ensure satisfaction.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,"Combined Food Preparation and Serving Workers, Including Fast Food",combined food preparation and serving workers including fast food,35-3021.00,Fast Food and Counter Workers,35-3023,35-3023.00,Fast Food and Counter Workers,Food and Beverage Serving Workers,Food Preparation and Serving Related Occupations,2026-05-31,0.0339213792885103,4.790931989924433,False,4.050353461538462,4.31,99.55,0.3495954283034861,0.1,E2,E0,31200.0,23700.0,33280.0,34230.0,26250.0,42280.0,36270.0,35380.0,31300.0,37430.0,29080.0,26920.0,35250.0,28940.0,33910.0,28790.0,28390.0,27580.0,27130.0,22800.0,34710.0,33660.0,35850.0,28930.0,31370.0,22610.0,30390.0,29090.0,29000.0,31950.0,31590.0,34150.0,28700.0,35250.0,28570.0,30080.0,28430.0,23430.0,35050.0,28570.0,31490.0,27520.0,29490.0,27470.0,27740.0,28670.0,36030.0,30110.0,37710.0,26070.0,28600.0,27860.0,20770.0,22030.0,24410.0,1839244.0,39571.0,5631.0,73693.0,34036.0,429349.0,78274.0,34093.0,12704.0,5249.0,224677.0,138424.0,23031.0,24634.0,121778.0,92858.0,38455.0,44993.0,39953.0,43637.0,16464.0,47131.0,81901.0,98432.0,56284.0,29798.0,28023.0,14279.0,28691.0,43761.0,13878.0,89460.0,26963.0,160939.0,88029.0,10948.0,156109.0,50128.0,57190.0,135742.0,12704.0,62106.0,14460.0,86559.0,439552.0,49956.0,6519.0,99702.0,90396.0,5956.0,64664.0,6738.0,1079.0,25236.0,802.0
Communicate with other staff to resolve problems with individual students.,communicate with other staff to resolve problems with individual students,Communicate with management or other staff to resolve problems.,Coordinate with others to resolve problems.,"Communicating with Supervisors, Peers, or Subordinates",Residential Advisors,residential advisors,39-9041.00,Residential Advisors,39-9041,39-9041.00,Residential Advisors,Other Personal Care and Service Workers,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.769299999999999,False,1.6244165384615386,4.57,95.72,0.1290936029197997,0.1,E0,E0,42240.0,27650.0,46180.0,41480.0,38300.0,46650.0,44750.0,43620.0,34530.0,38480.0,40660.0,39380.0,36930.0,37160.0,44130.0,38850.0,36850.0,37680.0,30260.0,33800.0,43780.0,46950.0,48190.0,39730.0,48770.0,30900.0,36510.0,47230.0,45980.0,38790.0,49010.0,43880.0,37540.0,48380.0,39130.0,48590.0,38590.0,35390.0,47160.0,40010.0,45280.0,35780.0,38420.0,34700.0,37630.0,39240.0,44710.0,42890.0,48640.0,31840.0,41690.0,34500.0,42240.0,35540.0,42240.0,84760.0,2570.0,380.0,1260.0,910.0,8120.0,760.0,1250.0,350.0,670.0,1610.0,2460.0,640.0,400.0,2720.0,1360.0,780.0,510.0,1580.0,420.0,640.0,2640.0,5120.0,1770.0,3410.0,660.0,1380.0,350.0,230.0,190.0,420.0,1630.0,590.0,6150.0,2840.0,260.0,3070.0,1060.0,840.0,4380.0,460.0,1580.0,1780.0,2360.0,3630.0,990.0,170.0,2950.0,1810.0,1180.0,1190.0,152.0,36.0,30.0,17.0
"Communicate with readers, viewers, advertisers, or the general public via mail, email, or telephone.",communicate with readers viewers advertisers or the general public via mail email or telephone,Correspond with customers to answer questions or resolve complaints.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,Broadcast News Analysts,broadcast news analysts,27-3021.00,"News Analysts, Reporters, and Journalists",27-3023,27-3023.00,"News Analysts, Reporters and Journalists",Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.878,False,1.191966153846154,3.45,95.45,0.0888521801062413,0.1,E1,E1,62200.0,43440.0,43820.0,43100.0,37450.0,62200.0,60770.0,61620.0,55600.0,105390.0,58730.0,81910.0,56730.0,51190.0,60590.0,47610.0,43540.0,45870.0,47530.0,50750.0,50090.0,63680.0,62200.0,62760.0,46490.0,45240.0,46920.0,47960.0,40420.0,78550.0,48450.0,59830.0,54610.0,100770.0,58670.0,43420.0,47880.0,48210.0,49200.0,62200.0,74570.0,47940.0,43520.0,62390.0,48470.0,61880.0,46970.0,62140.0,54760.0,35280.0,57530.0,36040.0,62200.0,44870.0,62200.0,39250.0,530.0,90.0,450.0,260.0,4140.0,590.0,470.0,70.0,1720.0,2490.0,1520.0,120.0,220.0,1060.0,530.0,590.0,400.0,370.0,410.0,250.00000000000003,580.0,810.0,960.0,510.0,310.0,480.0,290.0,350.0,370.0,90.0,500.00000000000006,170.0,5750.0,930.0,160.0,1340.0,400.0,410.0,1160.0,150.0,480.0,190.0,600.0,2670.0,240.0,90.0,1110.0,880.0,190.0,740.0,80.0,17.0,220.0,8.0
Communicate with staff or clients to understand specific system requirements.,communicate with staff or clients to understand specific system requirements,Collaborate with others to determine design specifications or details.,Communicate with others about specifications or project details.,"Communicating with Supervisors, Peers, or Subordinates",Computer Systems Engineers/Architects,computer systems engineersarchitects,15-1199.02,Computer Systems Engineers/Architects,15-1299,15-1299.08,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.150041999160017,False,1.6003107692307692,4.24,100.0,0.1231946651663804,0.1,E2,E2,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,193835.0,7026.0,1897.0,5510.0,2992.0,214105.0,31521.0,8281.0,860.0,45947.0,13710.0,55109.0,5556.0,2778.0,29812.0,8922.0,10285.0,3580.0,1850.0,13410.0,900.0,50915.0,16482.0,19875.0,11166.0,3873.0,14340.0,1443.0,6091.0,6972.0,2591.0,32082.0,4408.0,11460.0,40310.0,1950.0,6150.0,8869.0,6545.0,14580.0,2217.0,11487.0,240.0,29197.0,152318.0,17844.0,3526.0,45412.0,38360.0,9029.0,12502.0,454.0,748.0,2351.0,107.0
Compare a property with similar properties that have recently sold to determine its competitive market price.,compare a property with similar properties that have recently sold to determine its competitive market price,Appraise property values.,"Evaluate condition of financial assets, property, or other resources.","Judging the Qualities of Objects, Services, or People",Real Estate Brokers,real estate brokers,41-9021.00,Real Estate Brokers,41-9021,41-9021.00,Real Estate Brokers and Sales Agents,Other Sales and Related Workers,Sales and Related Occupations,2026-05-31,0.0015264620679829,4.9207,False,0.9945261538461538,4.14,95.1,0.307540414941947,0.4,E0,E2,73220.0,82630.0,65820.0,74260.0,73800.0,80450.0,79970.0,105800.0,68690.0,73220.0,66010.0,73220.0,74310.0,57660.0,62540.0,75000.0,50140.0,69990.0,73220.0,73220.0,55280.0,81550.0,73220.0,82510.0,39850.0,41690.0,62280.0,63240.0,73220.0,73220.0,51490.0,111390.0,80340.0,73220.0,52830.0,73300.0,64510.0,73220.0,63070.0,73220.0,73220.0,73220.0,73220.0,60150.0,63390.0,92830.0,76920.0,77270.0,82790.0,58960.0,73220.0,73220.0,73220.0,73220.0,73220.0,46100.0,460.0,100.0,3790.0,120.0,8430.0,3280.0,500.0,100.0,207.0,3640.0,1440.0,160.0,380.0,990.0,740.0,459.0,290.0,150.0,570.0,189.0,430.0,1071.0,1150.0,869.0,60.0,1980.0,400.0,302.0,457.0,120.0,1290.0,257.0,2853.0,1560.0,80.0,1635.0,503.0,1670.0,1200.0,148.0,760.0,135.0,540.0,2040.0,511.0,80.0,1500.0,1046.0,140.0,440.0,83.0,20.0,276.0,9.0
Compare a property with similar properties that have recently sold to determine its competitive market price.,compare a property with similar properties that have recently sold to determine its competitive market price,Appraise property values.,"Evaluate condition of financial assets, property, or other resources.","Judging the Qualities of Objects, Services, or People",Real Estate Sales Agents,real estate sales agents,41-9022.00,Real Estate Sales Agents,41-9022,41-9022.00,Real Estate Brokers and Sales Agents,Other Sales and Related Workers,Sales and Related Occupations,2026-05-31,0.0015264620679829,4.9207,False,1.1092307692307692,4.57,100.0,0.2009523809523809,0.2,E0,E2,52830.0,60890.0,89170.0,58780.0,38180.0,57560.0,63670.0,46770.0,47180.0,123770.0,49310.0,46730.0,46220.0,39820.0,59220.0,46880.0,52830.0,39770.0,58610.0,45850.0,56930.0,52630.0,52830.0,57880.0,46410.0,39550.0,43960.0,79100.0,47240.0,79990.0,57620.0,99990.0,76170.0,102990.0,51240.0,73920.0,46240.0,47980.0,61610.0,56040.0,60310.0,56580.0,65170.0,46250.0,45740.0,50720.0,52830.0,63980.0,79130.0,59050.0,58120.0,49990.0,52830.0,52830.0,52830.0,193370.0,1580.0,170.0,5610.0,1640.0,17500.0,6120.0,2095.0,900.0,590.0,26790.0,9940.0,690.0,1170.0,6030.0,3680.0,680.0,1450.0,1120.0,1940.0,740.0,2940.0,4530.0,2210.0,2530.0,670.0,1590.0,370.0,1400.0,1490.0,240.0,5294.0,550.0,8660.0,7960.0,530.0,5130.0,3710.0,1940.0,5510.0,619.0,4930.0,640.0,2360.0,22250.0,4240.0,70.0,5750.0,5150.0,370.0,5680.0,300.0,82.0,330.0,40.0
"Compare colors, shapes, textures, or grades of products or materials with color charts, templates, or samples to verify conformance to standards.",compare colors shapes textures or grades of products or materials with color charts templates or samples to verify conformance to standards,Compare physical characteristics of materials or products to specifications or standards.,Inspect characteristics or conditions of materials or products.,"Inspecting Equipment, Structures, or Materials","Inspectors, Testers, Sorters, Samplers, and Weighers",inspectors testers sorters samplers and weighers,51-9061.00,"Inspectors, Testers, Sorters, Samplers, and Weighers",51-9061,51-9061.00,"Inspectors, Testers, Sorters, Samplers, and Weighers",Other Production Occupations,Production Occupations,2026-05-31,0.0339213792885103,4.899088997897686,True,2.850188461538462,4.17,56.93,0.1674575285045289,0.1,E2,E2,48570.0,40010.0,78150.0,52100.0,44570.0,54300.0,58350.0,57090.0,57190.0,59730.0,47540.0,46130.0,59740.0,45130.0,47920.0,47900.0,50740.0,53680.0,46280.0,49490.0,53570.0,61790.0,52270.0,44490.0,57170.0,40670.0,54420.0,58070.0,51270.0,49280.0,54800.0,49140.0,49500.0,49990.0,46430.0,50820.0,47360.0,49630.0,54120.0,48320.0,54940.0,46890.0,47240.0,45760.0,46210.0,48910.0,46210.0,49590.0,64420.0,47010.0,49610.0,57900.0,44160.0,29870.0,47240.0,597370.0,13120.0,300.0,11120.0,5880.0,61130.0,5220.0,7460.0,1020.0,70.0,22630.0,19980.0,650.0,2900.0,31700.0,24790.0,7230.0,9300.0,12880.0,8110.0,1800.0,4600.0,10650.0,27980.0,9710.0,6970.0,12480.0,580.0,3350.0,4040.0,3050.0,12280.0,1550.0,19790.0,19700.0,1800.0,32060.0,7430.0,5690.0,25870.0,1790.0,13360.0,1090.0,17140.0,56390.0,6630.0,900.0,9830.0,12010.0,2720.0,17670.0,990.0,50.0,3870.0,30.0
"Compare data with source documents, or re-enter data in verification format to detect errors.",compare data with source documents or reenter data in verification format to detect errors,Verify accuracy of financial or transactional data.,Evaluate the quality or accuracy of data.,Processing Information,Data Entry Keyers,data entry keyers,43-9021.00,Data Entry Keyers,43-9021,43-9021.00,Data Entry and Information Processing Workers,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0565356321475172,4.874668570263105,False,4.468743076923077,4.54,86.58,1.030426748634056,0.3,E2,E1,41340.0,35130.0,40700.0,43200.0,33860.0,47010.0,43910.0,38560.0,37810.0,55170.0,38880.0,41270.0,47630.0,42810.0,42840.0,40550.0,43640.0,38290.0,36870.0,36920.0,48190.0,38970.0,47560.0,38080.0,44280.0,34540.0,41340.0,42340.0,39600.0,39260.0,43440.0,42470.0,49810.0,44860.0,39610.0,48300.0,40220.0,38590.0,41340.0,38810.0,44980.0,38070.0,34320.0,40490.0,38880.0,47180.0,43280.0,38900.0,47480.0,35900.0,38170.0,45870.0,25730.0,23940.0,33280.0,127080.0,1060.0,160.0,3420.0,1000.0,14520.0,1190.0,1290.0,410.0,200.0,7650.0,3410.0,210.0,540.0,5910.0,2370.0,1180.0,1210.0,2020.0,1800.0,140.0,1850.0,1590.0,3290.0,1360.0,530.0,2720.0,300.0,1260.0,800.0,790.0,4940.0,300.0,9470.0,3330.0,110.0,4530.0,1290.0,1840.0,5270.0,270.0,1490.0,30.0,2360.0,17850.0,2140.0,290.0,2890.0,1360.0,660.0,2360.0,140.0,100.0,2000.0,70.0
"Compare data with source documents, or re-enter data in verification format to detect errors.",compare data with source documents or reenter data in verification format to detect errors,Enter information into databases or software programs.,Process digital or online data.,Working with Computers,Data Entry Keyers,data entry keyers,43-9021.00,Data Entry Keyers,43-9021,43-9021.00,Data Entry and Information Processing Workers,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0565356321475172,4.874668570263105,False,4.468743076923077,4.54,86.58,1.030426748634056,0.3,E2,E1,41340.0,35130.0,40700.0,43200.0,33860.0,47010.0,43910.0,38560.0,37810.0,55170.0,38880.0,41270.0,47630.0,42810.0,42840.0,40550.0,43640.0,38290.0,36870.0,36920.0,48190.0,38970.0,47560.0,38080.0,44280.0,34540.0,41340.0,42340.0,39600.0,39260.0,43440.0,42470.0,49810.0,44860.0,39610.0,48300.0,40220.0,38590.0,41340.0,38810.0,44980.0,38070.0,34320.0,40490.0,38880.0,47180.0,43280.0,38900.0,47480.0,35900.0,38170.0,45870.0,25730.0,23940.0,33280.0,127080.0,1060.0,160.0,3420.0,1000.0,14520.0,1190.0,1290.0,410.0,200.0,7650.0,3410.0,210.0,540.0,5910.0,2370.0,1180.0,1210.0,2020.0,1800.0,140.0,1850.0,1590.0,3290.0,1360.0,530.0,2720.0,300.0,1260.0,800.0,790.0,4940.0,300.0,9470.0,3330.0,110.0,4530.0,1290.0,1840.0,5270.0,270.0,1490.0,30.0,2360.0,17850.0,2140.0,290.0,2890.0,1360.0,660.0,2360.0,140.0,100.0,2000.0,70.0
Compare encoded tapes or computer printouts with original part specifications and blueprints to verify accuracy of instructions.,compare encoded tapes or computer printouts with original part specifications and blueprints to verify accuracy of instructions,Verify information or specifications.,Evaluate the quality or accuracy of data.,Processing Information,"Computer Numerically Controlled Machine Tool Programmers, Metal and Plastic",computer numerically controlled machine tool programmers metal and plastic,51-4012.00,Computer Numerically Controlled Tool Programmers,51-9162,51-9162.00,Computer Numerically Controlled Tool Operators and Programmers,Other Production Occupations,Production Occupations,2026-05-31,0.1017641378655311,4.802066450567262,False,1.3982776923076925,3.81,68.38,0.0891519688714264,0.1,E2,E2,68120.0,64590.0,68120.0,74450.0,56390.0,82090.0,69570.0,86390.0,68120.0,68120.0,63970.0,61360.0,68120.0,63560.0,68830.0,63200.0,57780.0,76080.0,64980.0,68120.0,72920.0,65670.0,81670.0,64640.0,74190.0,50190.0,78130.0,70860.0,63190.0,57210.0,71680.0,70460.0,68120.0,68730.0,63990.0,75990.0,60080.0,65590.0,75150.0,66330.0,62640.0,69470.0,66650.0,69700.0,69550.0,65610.0,77980.0,74390.0,81420.0,68120.0,67460.0,68120.0,68120.0,68120.0,68120.0,28500.0,420.0,59.0,470.0,210.0,2990.0,410.0,500.0,88.0,128.0,770.0,420.0,114.0,120.0,1070.0,1490.0,640.0,680.0,230.0,352.0,50.0,200.0,680.0,2300.0,1250.0,140.0,430.0,60.0,70.0,130.0,290.0,520.0,159.0,1140.0,760.0,40.0,2370.0,330.0,500.0,1080.0,70.0,340.0,80.0,330.0,1930.0,150.0,140.0,330.0,660.0,128.0,1610.0,51.0,12.0,171.0,6.0
"Compare information or figures on one record against same data on other records, or with original copy, to detect errors.",compare information or figures on one record against same data on other records or with original copy to detect errors,Verify accuracy of financial or transactional data.,Evaluate the quality or accuracy of data.,Processing Information,Proofreaders and Copy Markers,proofreaders and copy markers,43-9081.00,Proofreaders and Copy Markers,43-9081,43-9081.00,Proofreaders and Copy Markers,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0226142528590069,4.894241362043065,False,2.6859319230769234,4.42,93.85,0.4195239650568462,0.2,E1,E1,51120.0,51120.0,51120.0,51120.0,51120.0,57490.0,51120.0,51120.0,51120.0,68120.0,35610.0,49200.0,51120.0,51120.0,50060.0,40920.0,44680.0,51160.0,46380.0,51120.0,51120.0,53920.0,57160.0,35530.0,49450.0,51120.0,52920.0,51120.0,51120.0,51120.0,51120.0,56700.0,51120.0,59740.0,46140.0,51120.0,55560.0,51120.0,51120.0,47510.0,51120.0,42900.0,51120.0,51120.0,41990.0,42840.0,51120.0,48090.0,53890.0,36730.0,43630.0,51120.0,51120.0,51120.0,51120.0,4580.0,62.0,10.0,95.0,38.0,300.0,120.0,70.0,14.0,50.0,200.0,143.0,18.0,25.0,300.0,80.0,110.0,90.0,70.0,57.0,19.0,81.0,190.0,140.0,86.0,34.0,110.0,15.0,30.0,45.0,20.0,160.0,25.0,1030.0,70.0,13.0,100.0,40.0,58.0,230.0,15.0,40.0,13.0,96.0,200.0,51.0,9.0,90.0,60.0,50.0,60.0,8.0,2.0,27.0,1.0
"Compare liquidity, profitability, and credit histories of establishments being evaluated with those of similar establishments in the same industries and geographic locations.",compare liquidity profitability and credit histories of establishments being evaluated with those of similar establishments in the same industries and geographic locations,Analyze market conditions or trends.,Analyze market or industry conditions.,Analyzing Data or Information,Credit Analysts,credit analysts,13-2041.00,Credit Analysts,13-2041,13-2041.00,Credit Analysts,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.9436,False,1.8011692307692306,4.25,100.0,0.7791923346303504,0.5,E2,E2,83510.0,79970.0,81340.0,77020.0,71370.0,97860.0,81270.0,98230.0,94680.0,132590.0,78360.0,77990.0,98900.0,79650.0,84990.0,62660.0,76760.0,73120.0,79290.0,73210.0,81750.0,75390.0,97080.0,74640.0,82630.0,74880.0,65350.0,74650.0,79730.0,73090.0,77980.0,100940.0,72160.0,133270.0,94570.0,74810.0,79720.0,75330.0,80380.0,80280.0,85920.0,77530.0,73040.0,72550.0,78730.0,74430.0,71220.0,102430.0,91160.0,57320.0,68690.0,62210.0,83510.0,51920.0,83510.0,64390.0,370.0,40.0,2260.0,300.0,5260.0,870.0,560.0,720.0,50.0,4040.0,1790.0,130.0,330.0,3130.0,860.0,480.0,520.0,370.0,290.0,280.0,700.0,1400.0,1510.0,1110.0,280.0,1160.0,190.0,510.0,390.0,230.0,1220.0,90.0,7960.0,3270.0,300.0,2790.0,550.0,650.0,1930.0,160.0,690.0,430.0,1480.0,6130.0,750.0,90.0,2460.0,1280.0,220.0,1770.0,40.0,27.0,820.0,13.0
"Compare logic element configuration on display screen with engineering schematics and calculate figures to convert, redesign, or modify element.",compare logic element configuration on display screen with engineering schematics and calculate figures to convert redesign or modify element,Verify mathematical calculations.,Evaluate the quality or accuracy of data.,Processing Information,Electrical and Electronics Drafters,electrical and electronics drafters,17-3012.00,Electrical and Electronics Drafters,17-3012,17-3012.00,Drafters,"Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.815610267155578,False,2.030274615384616,3.83,79.54,0.1266822521014944,0.1,E1,E2,76870.0,51650.0,76870.0,73080.0,76870.0,78310.0,79300.0,66980.0,63460.0,76870.0,73010.0,80620.0,68050.0,81590.0,68310.0,80100.0,74470.0,60730.0,79050.0,62550.0,75100.0,75680.0,87290.0,73860.0,77330.0,58780.0,76690.0,76870.0,59570.0,71310.0,102070.0,77600.0,101330.0,77830.0,81960.0,76870.0,80840.0,69520.0,78170.0,72720.0,76870.0,76440.0,50840.0,77180.0,80620.0,79360.0,76870.0,64650.0,72250.0,76870.0,75650.0,64690.0,76870.0,56480.0,76870.0,17920.0,300.0,80.0,570.0,149.0,2730.0,750.0,430.0,60.0,80.0,660.0,470.0,80.0,100.0,150.0,360.0,180.0,210.0,80.0,150.0,110.0,380.0,470.0,380.0,250.0,110.0,420.0,59.0,190.0,250.0,220.0,240.0,390.0,850.0,430.0,90.0,510.0,290.0,330.0,500.0,57.0,290.0,40.0,340.0,1840.0,290.0,35.0,280.0,390.0,80.0,470.0,40.0,8.0,180.0,4.0
"Compare models using statistical performance metrics, such as loss functions or proportion of explained variance.",compare models using statistical performance metrics such as loss functions or proportion of explained variance,Apply mathematical principles or statistical approaches to solve problems in scientific or applied fields.,Analyze scientific or applied data using mathematical principles.,Analyzing Data or Information,"Mathematical Science Occupations, All Other",mathematical science occupations all other,15-2099.00,Data Scientists,15-2051,15-2051.00,Data Scientists,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.680000000000001,False,0.4829180769230768,3.863,90.017,0.6174219510999224,0.8724979564364872,E0,E1,120230.0,103120.0,84110.0,107240.0,109390.0,141590.0,117400.0,126340.0,120230.0,126490.0,115820.0,104340.0,102130.0,89380.0,106560.0,91470.0,95830.0,98130.0,91760.0,78760.0,90880.0,136370.0,131750.0,100590.0,128800.0,69490.0,97090.0,100490.0,98230.0,98540.0,100620.0,135280.0,95850.0,130460.0,119090.0,81900.0,102630.0,86310.0,125990.0,106850.0,102440.0,91990.0,96150.0,100330.0,122090.0,108090.0,127070.0,126430.0,163350.0,85090.0,106680.0,120230.0,120230.0,80350.0,120230.0,7755.0,154.0,20.0,404.0,47.0,3485.0,557.0,156.0,68.0,238.0,908.0,821.0,27.0,120.0,933.0,317.0,204.0,43.0,137.0,115.0,107.0,296.0,835.0,652.0,356.0,39.0,419.0,20.0,176.0,149.0,98.0,570.0,50.0,2125.0,1013.0,19.0,541.0,168.0,190.0,1224.0,103.0,3750.0,20.0,247.0,2293.0,387.0,200.0,791.0,851.0,35.0,387.0,14.0,3.0,100.0,2.0
Compare suppliers' bills with bids and purchase orders to verify accuracy.,compare suppliers bills with bids and purchase orders to verify accuracy,Verify accuracy of financial or transactional data.,Evaluate the quality or accuracy of data.,Processing Information,Procurement Clerks,procurement clerks,43-3061.00,Procurement Clerks,43-3061,43-3061.00,Procurement Clerks,Financial Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.8965000000000005,False,1.0749776923076924,3.96,88.08,0.160340025507165,0.2,E0,E1,50580.0,52940.0,54100.0,47970.0,47760.0,56160.0,55210.0,50510.0,47470.0,62880.0,48710.0,50730.0,53890.0,50310.0,47770.0,49210.0,48870.0,47730.0,50610.0,49680.0,53070.0,53960.0,60110.0,49980.0,58100.0,46270.0,48820.0,49560.0,47950.0,51530.0,58830.0,57460.0,51080.0,54080.0,50390.0,51630.0,49880.0,49940.0,52700.0,53800.0,53980.0,49810.0,46690.0,38710.0,47660.0,54950.0,47960.0,54660.0,52910.0,48050.0,49410.0,50380.0,38100.0,30940.0,50580.0,55810.0,260.0,230.0,1300.0,400.0,7080.0,830.0,710.0,140.0,220.0,2890.0,1800.0,330.0,470.0,1950.0,1110.0,680.0,430.0,810.0,760.0,320.0,1230.0,520.0,1220.0,790.0,860.0,630.0,150.0,910.0,580.0,190.0,2370.0,460.0,2680.0,1460.0,90.0,1350.0,830.0,510.0,2360.0,210.0,900.0,170.0,3900.0,3740.0,540.0,90.0,930.0,1750.0,520.0,1050.0,120.0,150.0,670.0,11.0
Compare survey computations with applicable standards to determine adequacy of data.,compare survey computations with applicable standards to determine adequacy of data,Verify mathematical calculations.,Evaluate the quality or accuracy of data.,Processing Information,Surveying and Mapping Technicians,surveying and mapping technicians,17-3031.00,Surveying and Mapping Technicians,17-3031,17-3031.00,Surveying and Mapping Technicians,"Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.5851,False,1.1836292307692309,3.96,95.83,0.061076471958061,0.1,E1,E2,54240.0,46450.0,76970.0,54080.0,46370.0,78110.0,57890.0,58900.0,57130.0,54240.0,48040.0,48810.0,55580.0,52630.0,57470.0,56440.0,58950.0,50900.0,46050.0,49440.0,56470.0,61600.0,58730.0,50340.0,73190.0,47320.0,51700.0,60330.0,48080.0,58790.0,57290.0,60720.0,56210.0,57360.0,53160.0,60870.0,60330.0,46760.0,55790.0,58270.0,60320.0,43740.0,50050.0,50370.0,47680.0,59600.0,56460.0,56760.0,62720.0,48530.0,59080.0,58220.0,54240.0,32370.0,54240.0,58010.0,1320.0,300.0,700.0,810.0,3340.0,2340.0,380.0,180.0,260.0,4810.0,1890.0,140.0,450.0,1110.0,1060.0,390.0,730.0,920.0,930.0,220.0,470.0,640.0,690.0,1060.0,550.0,720.0,430.0,770.0,680.0,260.0,750.0,610.0,2540.0,4100.0,160.0,1350.0,810.0,1280.0,1340.0,110.0,1420.0,110.0,1340.0,8720.0,360.0,40.0,2440.0,1030.0,370.0,660.0,150.0,25.0,90.0,12.0
"Compile, analyze, and report data to explain economic phenomena and forecast market trends, applying mathematical models and statistical techniques.",compile analyze and report data to explain economic phenomena and forecast market trends applying mathematical models and statistical techniques,"Forecast economic, political, or social trends.",Analyze market or industry conditions.,Analyzing Data or Information,Economists,economists,19-3011.00,Economists,19-3011,19-3011.00,Economists,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0339213792885103,4.974197419741974,False,1.1254000000000002,4.25,100.0,0.5129535826905116,0.6,E0,E2,124720.0,129960.0,111040.0,79610.0,91560.0,119410.0,121410.0,101400.0,159120.0,167590.0,102430.0,122570.0,83050.0,131270.0,124720.0,80750.0,96310.0,138790.0,71400.0,73050.0,91480.0,144680.0,106380.0,106350.0,105120.0,124720.0,117010.0,89340.0,75880.0,91340.0,86130.0,167550.0,124720.0,136660.0,136150.0,124720.0,120000.0,89980.0,122120.0,115000.0,124720.0,124720.0,124720.0,117650.0,121420.0,124720.0,124720.0,137590.0,109300.0,124720.0,84000.0,124720.0,124720.0,70750.0,124720.0,11488.0,52.0,103.0,439.0,65.0,1111.0,310.0,271.0,90.0,3875.0,646.0,336.0,65.0,168.0,448.0,103.0,90.0,103.0,129.0,181.0,90.0,1459.0,1330.0,413.0,646.0,85.0,362.0,116.0,116.0,90.0,65.0,362.0,155.0,1175.0,375.0,31.0,181.0,103.0,413.0,723.0,36.0,169.0,34.0,103.0,723.0,65.0,22.0,1227.0,581.0,52.0,362.0,21.0,5.0,129.0,3.0
Compile and analyze accounting records and other data to determine the financial resources required to implement a program.,compile and analyze accounting records and other data to determine the financial resources required to implement a program,Gather financial records.,Gather information from physical or electronic sources.,Getting Information,Budget Analysts,budget analysts,13-2031.00,Budget Analysts,13-2031,13-2031.00,Budget Analysts,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.931893189318932,False,0.8206415384615384,4.12,86.5,0.5957352951377957,0.9970342298643742,E2,E2,91640.0,99490.0,94740.0,84810.0,71800.0,99520.0,97100.0,95440.0,82000.0,124590.0,84170.0,91870.0,92380.0,83220.0,94880.0,82080.0,86550.0,80140.0,76860.0,80530.0,88130.0,106020.0,92260.0,96430.0,85970.0,78850.0,81980.0,79700.0,83010.0,81600.0,92600.0,96250.0,87360.0,88540.0,82350.0,77400.0,89840.0,80990.0,95250.0,84240.0,92790.0,86260.0,79180.0,86570.0,82970.0,88610.0,93430.0,105470.0,96640.0,78850.0,82180.0,81100.0,67200.0,50560.0,64990.0,47160.0,870.0,220.0,730.0,320.0,4160.0,1290.0,970.0,260.0,1490.0,3150.0,1900.0,210.0,190.0,750.0,390.0,390.0,270.0,630.0,330.0,200.0,2490.0,1280.0,1020.0,450.0,390.0,520.0,360.0,200.0,440.0,80.0,840.0,740.0,2760.0,1830.0,150.0,800.0,670.0,1090.0,1490.0,90.0,470.0,120.0,1140.0,3340.0,280.0,90.0,2730.0,1510.0,180.0,820.0,80.0,70.0,370.0,50.0
Compile and analyze accounting records and other data to determine the financial resources required to implement a program.,compile and analyze accounting records and other data to determine the financial resources required to implement a program,Analyze budgetary or accounting data.,Analyze business or financial data.,Analyzing Data or Information,Budget Analysts,budget analysts,13-2031.00,Budget Analysts,13-2031,13-2031.00,Budget Analysts,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.931893189318932,False,0.8206415384615384,4.12,86.5,0.5957352951377957,0.9970342298643742,E2,E2,91640.0,99490.0,94740.0,84810.0,71800.0,99520.0,97100.0,95440.0,82000.0,124590.0,84170.0,91870.0,92380.0,83220.0,94880.0,82080.0,86550.0,80140.0,76860.0,80530.0,88130.0,106020.0,92260.0,96430.0,85970.0,78850.0,81980.0,79700.0,83010.0,81600.0,92600.0,96250.0,87360.0,88540.0,82350.0,77400.0,89840.0,80990.0,95250.0,84240.0,92790.0,86260.0,79180.0,86570.0,82970.0,88610.0,93430.0,105470.0,96640.0,78850.0,82180.0,81100.0,67200.0,50560.0,64990.0,47160.0,870.0,220.0,730.0,320.0,4160.0,1290.0,970.0,260.0,1490.0,3150.0,1900.0,210.0,190.0,750.0,390.0,390.0,270.0,630.0,330.0,200.0,2490.0,1280.0,1020.0,450.0,390.0,520.0,360.0,200.0,440.0,80.0,840.0,740.0,2760.0,1830.0,150.0,800.0,670.0,1090.0,1490.0,90.0,470.0,120.0,1140.0,3340.0,280.0,90.0,2730.0,1510.0,180.0,820.0,80.0,70.0,370.0,50.0
Compile and analyze credit information gathered by investigation.,compile and analyze credit information gathered by investigation,Compile data or documentation.,"Compile records, documentation, or other data.",Processing Information,"Credit Authorizers, Checkers, and Clerks",credit authorizers checkers and clerks,43-4041.00,"Credit Authorizers, Checkers, and Clerks",43-4041,43-4041.00,"Credit Authorizers, Checkers, and Clerks",Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0452285057180138,4.976926163723916,False,2.940286538461539,4.4,99.58,2.7743455626436497,1.530223766730169,E2,E2,50080.0,35990.0,50080.0,50080.0,50080.0,51950.0,50820.0,50080.0,50080.0,50080.0,41810.0,30490.0,50080.0,50080.0,58880.0,47930.0,49780.0,50080.0,49790.0,37440.0,50370.0,50080.0,55300.0,48840.0,61000.0,39040.0,52820.0,51060.0,50030.0,47260.0,58620.0,59400.0,50080.0,56510.0,47340.0,50080.0,57120.0,46450.0,51620.0,51090.0,50080.0,50080.0,50080.0,50080.0,62930.0,51260.0,50080.0,47300.0,59840.0,46480.0,57940.0,50080.0,50080.0,33700.0,50080.0,12030.0,330.0,25.0,130.0,160.0,590.0,210.0,60.0,37.0,54.0,930.0,720.0,48.0,66.0,140.0,470.0,240.0,110.0,60.0,330.0,80.0,150.0,250.0,190.0,70.0,80.0,180.0,39.0,130.0,90.0,110.0,600.0,67.0,730.0,500.0,33.0,490.0,220.0,140.0,250.0,39.0,400.0,35.0,252.0,1180.0,150.0,23.0,280.0,110.0,50.0,310.0,22.0,5.0,190.0,2.0
Compile and analyze credit information gathered by investigation.,compile and analyze credit information gathered by investigation,Analyze financial information.,Analyze business or financial data.,Analyzing Data or Information,"Credit Authorizers, Checkers, and Clerks",credit authorizers checkers and clerks,43-4041.00,"Credit Authorizers, Checkers, and Clerks",43-4041,43-4041.00,"Credit Authorizers, Checkers, and Clerks",Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0452285057180138,4.976926163723916,False,2.940286538461539,4.4,99.58,2.7743455626436497,1.530223766730169,E2,E2,50080.0,35990.0,50080.0,50080.0,50080.0,51950.0,50820.0,50080.0,50080.0,50080.0,41810.0,30490.0,50080.0,50080.0,58880.0,47930.0,49780.0,50080.0,49790.0,37440.0,50370.0,50080.0,55300.0,48840.0,61000.0,39040.0,52820.0,51060.0,50030.0,47260.0,58620.0,59400.0,50080.0,56510.0,47340.0,50080.0,57120.0,46450.0,51620.0,51090.0,50080.0,50080.0,50080.0,50080.0,62930.0,51260.0,50080.0,47300.0,59840.0,46480.0,57940.0,50080.0,50080.0,33700.0,50080.0,12030.0,330.0,25.0,130.0,160.0,590.0,210.0,60.0,37.0,54.0,930.0,720.0,48.0,66.0,140.0,470.0,240.0,110.0,60.0,330.0,80.0,150.0,250.0,190.0,70.0,80.0,180.0,39.0,130.0,90.0,110.0,600.0,67.0,730.0,500.0,33.0,490.0,220.0,140.0,250.0,39.0,400.0,35.0,252.0,1180.0,150.0,23.0,280.0,110.0,50.0,310.0,22.0,5.0,190.0,2.0
Compile and analyze data obtained from monitoring or diagnostic tests.,compile and analyze data obtained from monitoring or diagnostic tests,Analyze test data or images to inform diagnosis or treatment.,Analyze health or medical data.,Analyzing Data or Information,Critical Care Nurses,critical care nurses,29-1141.03,Critical Care Nurses,29-1141,29-1141.03,Registered Nurses,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.962999999999999,False,4.6298,4.7,100.0,0.37409,0.1,E2,E2,97550.0,77080.0,109480.0,99500.0,78940.0,140270.0,100260.0,102740.0,99520.0,102540.0,84190.0,93550.0,136320.0,92460.0,95990.0,83500.0,78630.0,79320.0,81040.0,80230.0,86990.0,99790.0,104550.0,94300.0,101510.0,77090.0,81780.0,85280.0,84730.0,103670.0,99700.0,106500.0,94340.0,109440.0,84350.0,80730.0,82510.0,82920.0,129010.0,96430.0,100640.0,82360.0,78060.0,81500.0,95970.0,84600.0,97460.0,93600.0,124200.0,80130.0,95530.0,83760.0,97550.0,39880.0,84120.0,685664.0,55121.0,7618.0,74202.0,29823.0,343814.0,55274.0,40687.0,14495.0,11605.0,233247.0,102402.0,13126.0,17123.0,140908.0,69972.0,34915.0,34286.0,51023.0,49674.0,16778.0,53671.0,89468.0,106459.0,71118.0,29478.0,77407.0,11107.0,25075.0,27459.0,15611.0,94013.0,18239.0,208770.0,112718.0,11503.0,145797.0,38820.0,40301.0,148627.0,10235.0,50465.0,14922.0,73238.0,275282.0,27814.0,7517.0,78604.0,70256.0,23767.0,69039.0,5407.0,700.0,21576.0,477.0
Compile and analyze molecular or cellular experimental data and adjust experimental designs as necessary.,compile and analyze molecular or cellular experimental data and adjust experimental designs as necessary,Analyze biological samples.,Analyze biological or chemical substances or related data.,Analyzing Data or Information,Molecular and Cellular Biologists,molecular and cellular biologists,19-1029.02,Molecular and Cellular Biologists,19-1029,19-1029.02,Biological Scientists,Life Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.8740000000000006,False,0.544976923076923,4.12,100.0,0.4649379823922371,1.0,E2,E2,98920.0,87260.0,106870.0,90290.0,76400.0,113530.0,93970.0,111940.0,113400.0,84590.0,83780.0,96820.0,95600.0,83320.0,82640.0,84570.0,82720.0,76400.0,79400.0,69590.0,104570.0,121680.0,107100.0,81540.0,76400.0,91170.0,63290.0,91560.0,82770.0,74210.0,83740.0,104750.0,84120.0,104120.0,100070.0,98920.0,95560.0,79950.0,86260.0,100780.0,101750.0,91560.0,73920.0,80500.0,80870.0,93250.0,77960.0,96030.0,108110.0,84590.0,78480.0,91560.0,78850.0,76400.0,98920.0,11472.0,210.0,228.0,468.0,222.0,7321.0,524.0,105.0,36.0,524.0,1183.0,758.0,228.0,265.0,801.0,394.0,339.0,468.0,160.0,357.0,210.0,3063.0,1805.0,530.0,462.0,197.0,690.0,339.0,148.0,253.0,191.0,333.0,259.0,1553.0,1713.0,31.0,376.0,185.0,431.0,1115.0,62.0,148.0,105.0,259.0,1528.0,364.0,55.0,1017.0,1614.0,142.0,456.0,105.0,31.0,160.0,2.0
Compile and analyze test information to determine process or equipment operating efficiency or to diagnose malfunctions.,compile and analyze test information to determine process or equipment operating efficiency or to diagnose malfunctions,Analyze operational or research data.,Analyze data to improve operations.,Analyzing Data or Information,Chemists,chemists,19-2031.00,Chemists,19-2031,19-2031.00,Chemists and Materials Scientists,Physical Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.1356855171540415,4.80411539237442,False,1.2381476923076924,3.85,93.08,0.4803765983348256,0.5,E2,E2,91240.0,97830.0,106010.0,81730.0,75570.0,97860.0,101980.0,98140.0,129860.0,149860.0,82740.0,92750.0,84150.0,78000.0,85230.0,78770.0,86100.0,82820.0,84090.0,103890.0,64440.0,140670.0,125000.0,97440.0,99280.0,80060.0,82800.0,61890.0,74890.0,81170.0,100050.0,84450.0,126960.0,90600.0,82620.0,97330.0,85270.0,74960.0,104590.0,77090.0,101660.0,79670.0,67440.0,87930.0,99640.0,80770.0,86120.0,96650.0,97420.0,85560.0,78730.0,102000.0,91240.0,76450.0,91240.0,82770.0,700.0,60.0,870.0,380.0,9820.0,1790.0,1170.0,1200.0,280.0,1490.0,1260.0,140.0,320.0,3040.0,2480.0,570.0,690.0,530.0,740.0,140.0,2480.0,3430.0,3490.0,1680.0,200.0,1640.0,300.0,350.0,280.0,300.0,5280.0,280.0,4230.0,4530.0,160.0,4010.0,630.0,730.0,6800.0,150.0,770.0,170.0,960.0,5130.0,910.0,80.0,1640.0,2280.0,180.0,1920.0,80.0,35.0,810.0,17.0
Compile and analyze test information to determine process or equipment operating efficiency or to diagnose malfunctions.,compile and analyze test information to determine process or equipment operating efficiency or to diagnose malfunctions,Analyze test or performance data to assess equipment operation.,Analyze performance of systems or equipment.,Analyzing Data or Information,Chemists,chemists,19-2031.00,Chemists,19-2031,19-2031.00,Chemists and Materials Scientists,Physical Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.1356855171540415,4.80411539237442,False,1.2381476923076924,3.85,93.08,0.4803765983348256,0.5,E2,E2,91240.0,97830.0,106010.0,81730.0,75570.0,97860.0,101980.0,98140.0,129860.0,149860.0,82740.0,92750.0,84150.0,78000.0,85230.0,78770.0,86100.0,82820.0,84090.0,103890.0,64440.0,140670.0,125000.0,97440.0,99280.0,80060.0,82800.0,61890.0,74890.0,81170.0,100050.0,84450.0,126960.0,90600.0,82620.0,97330.0,85270.0,74960.0,104590.0,77090.0,101660.0,79670.0,67440.0,87930.0,99640.0,80770.0,86120.0,96650.0,97420.0,85560.0,78730.0,102000.0,91240.0,76450.0,91240.0,82770.0,700.0,60.0,870.0,380.0,9820.0,1790.0,1170.0,1200.0,280.0,1490.0,1260.0,140.0,320.0,3040.0,2480.0,570.0,690.0,530.0,740.0,140.0,2480.0,3430.0,3490.0,1680.0,200.0,1640.0,300.0,350.0,280.0,300.0,5280.0,280.0,4230.0,4530.0,160.0,4010.0,630.0,730.0,6800.0,150.0,770.0,170.0,960.0,5130.0,910.0,80.0,1640.0,2280.0,180.0,1920.0,80.0,35.0,810.0,17.0
Compile and analyze test information to determine process or equipment operating efficiency or to diagnose malfunctions.,compile and analyze test information to determine process or equipment operating efficiency or to diagnose malfunctions,Diagnose equipment malfunctions.,Diagnose system or equipment problems.,Making Decisions and Solving Problems,Chemists,chemists,19-2031.00,Chemists,19-2031,19-2031.00,Chemists and Materials Scientists,Physical Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.1356855171540415,4.80411539237442,False,1.2381476923076924,3.85,93.08,0.4803765983348256,0.5,E2,E2,91240.0,97830.0,106010.0,81730.0,75570.0,97860.0,101980.0,98140.0,129860.0,149860.0,82740.0,92750.0,84150.0,78000.0,85230.0,78770.0,86100.0,82820.0,84090.0,103890.0,64440.0,140670.0,125000.0,97440.0,99280.0,80060.0,82800.0,61890.0,74890.0,81170.0,100050.0,84450.0,126960.0,90600.0,82620.0,97330.0,85270.0,74960.0,104590.0,77090.0,101660.0,79670.0,67440.0,87930.0,99640.0,80770.0,86120.0,96650.0,97420.0,85560.0,78730.0,102000.0,91240.0,76450.0,91240.0,82770.0,700.0,60.0,870.0,380.0,9820.0,1790.0,1170.0,1200.0,280.0,1490.0,1260.0,140.0,320.0,3040.0,2480.0,570.0,690.0,530.0,740.0,140.0,2480.0,3430.0,3490.0,1680.0,200.0,1640.0,300.0,350.0,280.0,300.0,5280.0,280.0,4230.0,4530.0,160.0,4010.0,630.0,730.0,6800.0,150.0,770.0,170.0,960.0,5130.0,910.0,80.0,1640.0,2280.0,180.0,1920.0,80.0,35.0,810.0,17.0
Compile and evaluate statistical data to determine and maintain quality and reliability of products.,compile and evaluate statistical data to determine and maintain quality and reliability of products,Assess product or process usefulness.,"Evaluate the characteristics, usefulness, or performance of products or technologies.","Judging the Qualities of Objects, Services, or People",Industrial Engineering Technicians,industrial engineering technicians,17-3026.00,Industrial Engineering Technologists and Technicians,17-3026,17-3026.00,"Engineering Technologists and Technicians, Except Drafters","Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0791498850065242,4.961391897312474,False,0.9374,3.66,80.24,0.1917795664549358,1.122610255977647,E2,E2,66120.0,66510.0,66120.0,66040.0,62210.0,79070.0,66850.0,69260.0,66120.0,66120.0,61350.0,65060.0,66120.0,63150.0,71090.0,63110.0,64410.0,61000.0,61140.0,66120.0,63070.0,79090.0,71830.0,64510.0,70490.0,50180.0,62440.0,60330.0,59970.0,61470.0,69650.0,72890.0,61280.0,70290.0,69720.0,64060.0,65490.0,79330.0,75760.0,65260.0,59420.0,70080.0,54570.0,58070.0,62020.0,67490.0,72410.0,66310.0,78430.0,57240.0,65270.0,66120.0,66120.0,46470.0,66120.0,33528.0,896.0,70.0,1846.0,293.0,5067.0,825.0,595.0,104.0,150.0,2760.0,1633.0,134.0,266.0,2005.0,2272.0,630.0,506.0,1180.0,728.0,275.0,435.0,1837.0,4800.0,4774.0,249.0,1083.0,80.0,213.0,878.0,550.0,816.0,426.0,3629.0,1721.0,89.0,4738.0,666.0,807.0,1588.0,151.0,2130.0,275.0,2351.0,4490.0,1242.0,98.0,1127.0,932.0,124.0,2360.0,60.0,14.0,887.0,7.0
Compile and format image data to increase its usefulness.,compile and format image data to increase its usefulness,Create images or other visual displays.,Create visual designs or displays.,Thinking Creatively,Remote Sensing Scientists and Technologists,remote sensing scientists and technologists,19-2099.01,Remote Sensing Scientists and Technologists,19-2099,19-2099.01,Miscellaneous Physical Scientists,Physical Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.2487567814490761,4.65427135678392,False,1.576,4.33,100.0,0.1267970814132104,0.1,E2,E2,122570.0,135350.0,120240.0,125270.0,122570.0,130610.0,134440.0,99990.0,122570.0,156730.0,131690.0,137680.0,112880.0,122570.0,108970.0,68670.0,80810.0,122570.0,81260.0,94320.0,122570.0,141290.0,138380.0,118870.0,147890.0,108890.0,122570.0,94520.0,101440.0,122570.0,112370.0,109990.0,123820.0,117820.0,110030.0,147650.0,108790.0,112260.0,109580.0,134780.0,122570.0,141130.0,122570.0,129570.0,100920.0,115920.0,122570.0,122570.0,133980.0,122570.0,97470.0,69240.0,122570.0,97150.0,122570.0,22300.0,140.0,140.0,170.0,186.0,2320.0,710.0,370.0,69.0,790.0,340.0,1020.0,100.0,122.0,580.0,1240.0,100.0,205.0,260.0,280.0,91.0,1810.0,350.0,130.0,540.0,380.0,418.0,100.0,40.0,221.0,210.0,590.0,240.0,1510.0,650.0,70.0,430.0,80.0,290.0,460.0,70.0,70.0,65.0,120.0,2310.0,250.0,43.0,1450.0,450.0,100.0,70.0,60.0,9.0,70.0,5.0
Compile and interpret results of tests and analyses.,compile and interpret results of tests and analyses,Interpret research or operational data.,Analyze data to improve operations.,Analyzing Data or Information,Chemical Technicians,chemical technicians,19-4031.00,Chemical Technicians,19-4031,19-4031.00,Chemical Technicians,"Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Occupations",2026-05-31,0.8367273557832559,4.890831901344385,False,2.4188015384615387,4.26,92.18,0.570238942892965,0.3,E1,E2,60390.0,58150.0,79380.0,65860.0,45230.0,59510.0,63770.0,57310.0,78620.0,56530.0,54050.0,58120.0,63910.0,54560.0,61890.0,59290.0,58090.0,61560.0,60830.0,85850.0,49280.0,49280.0,67570.0,58180.0,62400.0,54580.0,68550.0,52890.0,62640.0,61520.0,48940.0,58580.0,55120.0,60900.0,59030.0,57760.0,59750.0,60020.0,57960.0,59420.0,61680.0,75020.0,49030.0,54840.0,62580.0,49030.0,65560.0,51850.0,62100.0,58750.0,59440.0,56320.0,60390.0,37510.0,60390.0,57540.0,1190.0,100.0,390.0,500.0,6800.0,1180.0,510.0,540.0,30.0,1840.0,850.0,40.0,170.0,1320.0,1990.0,440.0,370.0,700.0,960.0,100.0,590.0,1780.0,2220.0,870.0,480.0,720.0,240.0,280.0,1050.0,220.0,2730.0,250.0,2200.0,2660.0,150.0,3120.0,610.0,340.0,2710.0,190.0,2080.0,90.0,1470.0,6090.0,580.0,150.0,1370.0,730.0,230.0,1090.0,230.0,24.0,990.0,12.0
"Compile and maintain records documenting engineering schematics, installed equipment, installation or operational problems, resources used, repairs, or corrective action performed.",compile and maintain records documenting engineering schematics installed equipment installation or operational problems resources used repairs or corrective action performed,Maintain operational records or records systems.,Maintain operational records.,Documenting/Recording Information,Electrical and Electronic Engineering Technicians,electrical and electronic engineering technicians,17-3023.00,Electrical and Electronic Engineering Technologists and Technicians,17-3023,17-3023.00,"Engineering Technologists and Technicians, Except Drafters","Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.840605062770118,False,0.8679184615384616,3.59,92.21,0.0587874810632278,0.1,E2,E1,78190.0,74500.0,92760.0,77960.0,69960.0,86090.0,77440.0,81390.0,67360.0,97620.0,73190.0,78070.0,96200.0,77170.0,85510.0,70540.0,74840.0,70310.0,64120.0,82990.0,83440.0,95830.0,77710.0,74800.0,78280.0,81180.0,72120.0,82050.0,65490.0,88160.0,74560.0,85510.0,96070.0,77040.0,76040.0,80930.0,63300.0,80880.0,77990.0,76070.0,98600.0,73450.0,58340.0,63750.0,74050.0,72670.0,74760.0,79540.0,93930.0,85440.0,71880.0,99840.0,75360.0,44590.0,78190.0,95130.0,1620.0,230.0,2260.0,310.0,13450.0,1410.0,1190.0,130.0,240.0,4710.0,1630.0,460.0,650.0,1980.0,1800.0,880.0,770.0,1060.0,1000.0,270.0,2170.0,4030.0,2350.0,1540.0,650.0,1390.0,140.0,710.0,1140.0,590.0,2250.0,1000.0,4390.0,2490.0,120.0,3260.0,1170.0,1920.0,3470.0,290.0,2060.0,200.0,1820.0,8960.0,1420.0,300.0,4670.0,2540.0,300.0,1520.0,200.0,50.0,660.0,20.0
"Compile and maintain records documenting engineering schematics, installed equipment, installation or operational problems, resources used, repairs, or corrective action performed.",compile and maintain records documenting engineering schematics installed equipment installation or operational problems resources used repairs or corrective action performed,Document technical design details.,"Document technical designs, procedures, or activities.",Documenting/Recording Information,Electrical and Electronic Engineering Technicians,electrical and electronic engineering technicians,17-3023.00,Electrical and Electronic Engineering Technologists and Technicians,17-3023,17-3023.00,"Engineering Technologists and Technicians, Except Drafters","Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.840605062770118,False,0.8679184615384616,3.59,92.21,0.0587874810632278,0.1,E2,E1,78190.0,74500.0,92760.0,77960.0,69960.0,86090.0,77440.0,81390.0,67360.0,97620.0,73190.0,78070.0,96200.0,77170.0,85510.0,70540.0,74840.0,70310.0,64120.0,82990.0,83440.0,95830.0,77710.0,74800.0,78280.0,81180.0,72120.0,82050.0,65490.0,88160.0,74560.0,85510.0,96070.0,77040.0,76040.0,80930.0,63300.0,80880.0,77990.0,76070.0,98600.0,73450.0,58340.0,63750.0,74050.0,72670.0,74760.0,79540.0,93930.0,85440.0,71880.0,99840.0,75360.0,44590.0,78190.0,95130.0,1620.0,230.0,2260.0,310.0,13450.0,1410.0,1190.0,130.0,240.0,4710.0,1630.0,460.0,650.0,1980.0,1800.0,880.0,770.0,1060.0,1000.0,270.0,2170.0,4030.0,2350.0,1540.0,650.0,1390.0,140.0,710.0,1140.0,590.0,2250.0,1000.0,4390.0,2490.0,120.0,3260.0,1170.0,1920.0,3470.0,290.0,2060.0,200.0,1820.0,8960.0,1420.0,300.0,4670.0,2540.0,300.0,1520.0,200.0,50.0,660.0,20.0
Compile and maintain records of food use and expenditures.,compile and maintain records of food use and expenditures,Record operational or production data.,Maintain operational records.,Documenting/Recording Information,"Cooks, Institution and Cafeteria",cooks institution and cafeteria,35-2012.00,"Cooks, Institution and Cafeteria",35-2012,35-2012.00,Cooks,Cooks and Food Preparation Workers,Food Preparation and Serving Related Occupations,2026-05-31,0.0030529241359659,4.592666666666667,False,1.034303076923077,4.31,64.03,0.3580981948896065,0.5,E2,E1,37450.0,27120.0,48580.0,39660.0,30240.0,46390.0,42500.0,46120.0,44080.0,45450.0,36250.0,35090.0,47770.0,35600.0,37440.0,35980.0,35810.0,31950.0,31550.0,25490.0,43490.0,41380.0,47790.0,36870.0,43460.0,27390.0,34900.0,37150.0,36390.0,39430.0,45370.0,44520.0,36470.0,45880.0,36140.0,39490.0,36720.0,29270.0,44520.0,36540.0,46570.0,34960.0,36730.0,35570.0,35360.0,38200.0,46370.0,37890.0,49670.0,29740.0,38650.0,36940.0,35540.0,26260.0,30440.0,441050.0,8780.0,1430.0,7170.0,6530.0,31660.0,9440.0,4500.0,2680.0,1500.0,25100.0,8220.0,1570.0,3650.0,22840.0,11130.0,8860.0,7570.0,11540.0,5740.0,1790.0,3370.0,7430.0,13500.0,7890.0,6420.0,13130.0,2290.0,4410.0,1650.0,1720.0,7490.0,3160.0,17670.0,11170.0,1820.0,23440.0,10790.0,7150.0,24490.0,1190.0,7850.0,2120.0,10680.0,24740.0,5610.0,1330.0,11170.0,9780.0,4420.0,9890.0,1570.0,100.0,7000.0,110.0
Compile and maintain regulatory documentation databases or systems.,compile and maintain regulatory documentation databases or systems,Maintain data in information systems or databases.,Maintain operational records.,Documenting/Recording Information,Regulatory Affairs Specialists,regulatory affairs specialists,13-1041.07,Regulatory Affairs Specialists,13-1041,13-1041.07,Compliance Officers,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.891532756489494,False,0.889866923076923,3.79,95.0,0.0774365986394557,0.1,E1,E2,80730.0,72990.0,76430.0,74920.0,64680.0,96980.0,82450.0,91810.0,91050.0,111030.0,74920.0,70200.0,82590.0,75450.0,80550.0,78770.0,75620.0,69740.0,69240.0,70290.0,83740.0,84720.0,102060.0,77390.0,85920.0,67450.0,67270.0,66660.0,73920.0,78290.0,82800.0,100000.0,67990.0,90080.0,78500.0,79440.0,75030.0,63000.0,82990.0,85580.0,87620.0,75460.0,72630.0,63960.0,75370.0,67370.0,90420.0,80380.0,88790.0,64270.0,78800.0,79890.0,71930.0,48950.0,67990.0,113754.0,6169.0,920.0,20341.0,5106.0,81627.0,12666.0,3610.0,3518.0,7168.0,48570.0,23549.0,2078.0,2717.0,17428.0,8379.0,5989.0,5826.0,7135.0,6497.0,2929.0,16528.0,21585.0,15907.0,10048.0,2815.0,11455.0,2422.0,5679.0,7200.0,2831.0,21781.0,3928.0,38457.0,18525.0,990.0,18394.0,6922.0,8771.0,32419.0,970.0,7790.0,1849.0,7990.0,70205.0,6153.0,3207.0,24858.0,18214.0,2815.0,9344.0,949.0,425.0,8952.0,230.0
"Compile and prepare documentation related to production sequences, transportation, personnel schedules, or purchase, maintenance, or repair orders.",compile and prepare documentation related to production sequences transportation personnel schedules or purchase maintenance or repair orders,Compile data or documentation.,"Compile records, documentation, or other data.",Processing Information,"Production, Planning, and Expediting Clerks",production planning and expediting clerks,43-5061.00,"Production, Planning, and Expediting Clerks",43-5061,43-5061.00,"Production, Planning, and Expediting Clerks","Material Recording, Scheduling, Dispatching, and Distributing Workers",Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.9773,False,0.960116923076923,3.68,57.78,0.4426372237319393,0.7999999999999999,E2,E2,59650.0,57240.0,62590.0,58580.0,50350.0,63000.0,63980.0,63240.0,62700.0,72660.0,51940.0,56850.0,63780.0,59950.0,57880.0,58980.0,60320.0,57080.0,55690.0,60120.0,60200.0,58590.0,60280.0,61670.0,61490.0,51080.0,54170.0,50800.0,55710.0,55790.0,61590.0,62710.0,49640.0,60920.0,52640.0,58330.0,57830.0,56300.0,60790.0,59240.0,65310.0,57640.0,50530.0,53020.0,55850.0,61650.0,60560.0,61780.0,77190.0,56290.0,58540.0,69710.0,53070.0,37570.0,59650.0,390160.0,2680.0,380.0,9780.0,2390.0,56080.0,7800.0,4090.0,450.0,430.0,20850.0,16370.0,1040.0,1070.0,11900.0,9100.0,3540.0,4320.0,6480.0,1970.0,1240.0,4670.0,5650.0,7560.0,7330.0,2030.0,6310.0,830.0,1690.0,2190.0,1600.0,9410.0,1040.0,35160.0,13000.0,450.0,17700.0,5820.0,2790.0,8790.0,960.0,7020.0,690.0,12740.0,33080.0,4550.0,430.0,8490.0,8851.0,750.0,9140.0,110.0,190.0,1780.0,80.0
"Compile and prepare documentation related to production sequences, transportation, personnel schedules, or purchase, maintenance, or repair orders.",compile and prepare documentation related to production sequences transportation personnel schedules or purchase maintenance or repair orders,Record personnel information.,Maintain operational records.,Documenting/Recording Information,"Production, Planning, and Expediting Clerks",production planning and expediting clerks,43-5061.00,"Production, Planning, and Expediting Clerks",43-5061,43-5061.00,"Production, Planning, and Expediting Clerks","Material Recording, Scheduling, Dispatching, and Distributing Workers",Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.9773,False,0.960116923076923,3.68,57.78,0.4426372237319393,0.7999999999999999,E2,E2,59650.0,57240.0,62590.0,58580.0,50350.0,63000.0,63980.0,63240.0,62700.0,72660.0,51940.0,56850.0,63780.0,59950.0,57880.0,58980.0,60320.0,57080.0,55690.0,60120.0,60200.0,58590.0,60280.0,61670.0,61490.0,51080.0,54170.0,50800.0,55710.0,55790.0,61590.0,62710.0,49640.0,60920.0,52640.0,58330.0,57830.0,56300.0,60790.0,59240.0,65310.0,57640.0,50530.0,53020.0,55850.0,61650.0,60560.0,61780.0,77190.0,56290.0,58540.0,69710.0,53070.0,37570.0,59650.0,390160.0,2680.0,380.0,9780.0,2390.0,56080.0,7800.0,4090.0,450.0,430.0,20850.0,16370.0,1040.0,1070.0,11900.0,9100.0,3540.0,4320.0,6480.0,1970.0,1240.0,4670.0,5650.0,7560.0,7330.0,2030.0,6310.0,830.0,1690.0,2190.0,1600.0,9410.0,1040.0,35160.0,13000.0,450.0,17700.0,5820.0,2790.0,8790.0,960.0,7020.0,690.0,12740.0,33080.0,4550.0,430.0,8490.0,8851.0,750.0,9140.0,110.0,190.0,1780.0,80.0
Compile and prepare reports and documents pertaining to personnel activities.,compile and prepare reports and documents pertaining to personnel activities,Compile data or documentation.,"Compile records, documentation, or other data.",Processing Information,"Human Resources Assistants, Except Payroll and Timekeeping",human resources assistants except payroll and timekeeping,43-4161.00,"Human Resources Assistants, Except Payroll and Timekeeping",43-4161,43-4161.00,"Human Resources Assistants, Except Payroll and Timekeeping",Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.958204179582042,False,0.5687296153846153,3.21,72.97,0.2988889329845296,0.7999999999999999,E2,E1,50610.0,42140.0,56510.0,47890.0,46190.0,57590.0,54880.0,54130.0,50850.0,59050.0,48330.0,46830.0,49260.0,51770.0,48310.0,47850.0,48490.0,49630.0,50400.0,47490.0,49710.0,56880.0,55840.0,48250.0,54520.0,44780.0,47960.0,50070.0,47130.0,47900.0,51400.0,54410.0,49650.0,52920.0,48190.0,53000.0,48310.0,44950.0,53550.0,48800.0,56370.0,45300.0,45150.0,45760.0,47540.0,45790.0,51810.0,51950.0,57390.0,42990.0,48690.0,49660.0,35990.0,29080.0,50610.0,90220.0,960.0,260.0,1490.0,720.0,11490.0,1660.0,910.0,290.0,610.0,3210.0,2510.0,450.0,280.0,4140.0,1870.0,920.0,660.0,1240.0,750.0,490.0,1480.0,1400.0,1890.0,3380.0,1010.0,1090.0,140.0,440.0,1390.0,470.0,4000.0,620.0,8800.0,2790.0,110.0,2770.0,600.0,1050.0,2700.0,150.0,1190.0,190.0,3930.0,5890.0,700.0,140.0,2160.0,2350.0,480.0,1890.0,90.0,100.0,1050.0,18.0
"Compile and record medical charts, reports, or correspondence, using typewriter or personal computer.",compile and record medical charts reports or correspondence using typewriter or personal computer,Compile data or documentation.,"Compile records, documentation, or other data.",Processing Information,Medical Secretaries,medical secretaries,43-6013.00,Medical Secretaries and Administrative Assistants,43-6013,43-6013.00,Secretaries and Administrative Assistants,Secretaries and Administrative Assistants,Office and Administrative Support Occupations,2026-05-31,0.0226142528590069,4.982801971236046,False,3.3653415384615384,4.55,63.72,0.2042548953834542,0.1,E2,E1,45930.0,36930.0,47870.0,45820.0,37000.0,54490.0,46920.0,48500.0,44500.0,49180.0,41730.0,43160.0,49920.0,44920.0,46670.0,44060.0,40980.0,43020.0,38750.0,36930.0,46990.0,47850.0,50290.0,41100.0,50030.0,36290.0,43980.0,43740.0,46100.0,46990.0,48410.0,48660.0,44230.0,47710.0,44190.0,45390.0,44280.0,38330.0,50130.0,44930.0,46860.0,40170.0,45810.0,39940.0,42910.0,44330.0,48200.0,46180.0,58100.0,38430.0,48380.0,44430.0,31680.0,29620.0,36710.0,961610.0,16580.0,2520.0,18090.0,2190.0,115050.0,11560.0,6480.0,4510.0,1930.0,96000.0,39380.0,2160.0,5120.0,27560.0,21180.0,10560.0,6470.0,26430.0,2970.0,4610.0,17290.0,22210.0,27960.0,16860.0,7145.0,12260.0,4410.0,4110.0,7030.0,3680.0,20980.0,4590.0,57720.0,56840.0,1120.0,29110.0,8430.0,16840.0,27600.0,2350.0,15630.0,80.0,41810.0,78740.0,5260.0,2390.0,27600.0,10960.0,1550.0,7760.0,1110.0,310.0,8480.0,230.0
"Compile and record medical charts, reports, or correspondence, using typewriter or personal computer.",compile and record medical charts reports or correspondence using typewriter or personal computer,Maintain medical records.,Maintain health or medical records.,Documenting/Recording Information,Medical Secretaries,medical secretaries,43-6013.00,Medical Secretaries and Administrative Assistants,43-6013,43-6013.00,Secretaries and Administrative Assistants,Secretaries and Administrative Assistants,Office and Administrative Support Occupations,2026-05-31,0.0226142528590069,4.982801971236046,False,3.3653415384615384,4.55,63.72,0.2042548953834542,0.1,E2,E1,45930.0,36930.0,47870.0,45820.0,37000.0,54490.0,46920.0,48500.0,44500.0,49180.0,41730.0,43160.0,49920.0,44920.0,46670.0,44060.0,40980.0,43020.0,38750.0,36930.0,46990.0,47850.0,50290.0,41100.0,50030.0,36290.0,43980.0,43740.0,46100.0,46990.0,48410.0,48660.0,44230.0,47710.0,44190.0,45390.0,44280.0,38330.0,50130.0,44930.0,46860.0,40170.0,45810.0,39940.0,42910.0,44330.0,48200.0,46180.0,58100.0,38430.0,48380.0,44430.0,31680.0,29620.0,36710.0,961610.0,16580.0,2520.0,18090.0,2190.0,115050.0,11560.0,6480.0,4510.0,1930.0,96000.0,39380.0,2160.0,5120.0,27560.0,21180.0,10560.0,6470.0,26430.0,2970.0,4610.0,17290.0,22210.0,27960.0,16860.0,7145.0,12260.0,4410.0,4110.0,7030.0,3680.0,20980.0,4590.0,57720.0,56840.0,1120.0,29110.0,8430.0,16840.0,27600.0,2350.0,15630.0,80.0,41810.0,78740.0,5260.0,2390.0,27600.0,10960.0,1550.0,7760.0,1110.0,310.0,8480.0,230.0
Compile and record operational data on forms or in log books.,compile and record operational data on forms or in log books,Compile operational data.,"Compile records, documentation, or other data.",Processing Information,Biomass Power Plant Managers,biomass power plant managers,11-3051.04,Biomass Power Plant Managers,11-3051,11-3051.04,Industrial Production Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.4975135628981522,4.943304813936708,False,1.323888076923077,3.93,65.8,0.082899858900341,0.1,E2,E1,126060.0,122520.0,113280.0,124810.0,118120.0,132620.0,141020.0,134780.0,153000.0,124420.0,119870.0,127820.0,124650.0,107340.0,127270.0,121500.0,106510.0,125750.0,112250.0,133210.0,124810.0,132540.0,148050.0,120660.0,123580.0,118660.0,117660.0,120690.0,107200.0,112270.0,146590.0,147260.0,124670.0,130470.0,125940.0,116050.0,109340.0,120570.0,119420.0,109140.0,124120.0,126880.0,107490.0,119430.0,130890.0,115290.0,114150.0,128230.0,145210.0,111760.0,126060.0,151490.0,100470.0,129740.0,126060.0,91567.0,4038.0,457.0,4049.0,2856.0,28034.0,1930.0,3748.0,413.0,56.0,10575.0,6147.0,145.0,1350.0,12907.0,10486.0,4038.0,2700.0,7173.0,2990.0,892.0,2767.0,4986.0,15975.0,5667.0,2555.0,4585.0,301.0,2410.0,1807.0,1718.0,7563.0,747.0,7396.0,10754.0,547.0,15941.0,2387.0,3514.0,11379.0,1049.0,7128.0,803.0,7039.0,23649.0,2889.0,535.0,2867.0,5310.0,1116.0,1720.0,435.0,45.0,1171.0,19.0
Compile and record operational data on forms or in log books.,compile and record operational data on forms or in log books,Maintain operational records.,Maintain operational records.,Documenting/Recording Information,Biomass Power Plant Managers,biomass power plant managers,11-3051.04,Biomass Power Plant Managers,11-3051,11-3051.04,Industrial Production Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.4975135628981522,4.943304813936708,False,1.323888076923077,3.93,65.8,0.082899858900341,0.1,E2,E1,126060.0,122520.0,113280.0,124810.0,118120.0,132620.0,141020.0,134780.0,153000.0,124420.0,119870.0,127820.0,124650.0,107340.0,127270.0,121500.0,106510.0,125750.0,112250.0,133210.0,124810.0,132540.0,148050.0,120660.0,123580.0,118660.0,117660.0,120690.0,107200.0,112270.0,146590.0,147260.0,124670.0,130470.0,125940.0,116050.0,109340.0,120570.0,119420.0,109140.0,124120.0,126880.0,107490.0,119430.0,130890.0,115290.0,114150.0,128230.0,145210.0,111760.0,126060.0,151490.0,100470.0,129740.0,126060.0,91567.0,4038.0,457.0,4049.0,2856.0,28034.0,1930.0,3748.0,413.0,56.0,10575.0,6147.0,145.0,1350.0,12907.0,10486.0,4038.0,2700.0,7173.0,2990.0,892.0,2767.0,4986.0,15975.0,5667.0,2555.0,4585.0,301.0,2410.0,1807.0,1718.0,7563.0,747.0,7396.0,10754.0,547.0,15941.0,2387.0,3514.0,11379.0,1049.0,7128.0,803.0,7039.0,23649.0,2889.0,535.0,2867.0,5310.0,1116.0,1720.0,435.0,45.0,1171.0,19.0
"Compile and study occupational, educational, and economic information to assist counselees in determining and carrying out vocational and educational objectives.",compile and study occupational educational and economic information to assist counselees in determining and carrying out vocational and educational objectives,Compile data or documentation.,"Compile records, documentation, or other data.",Processing Information,"Educational, Guidance, School, and Vocational Counselors",educational guidance school and vocational counselors,21-1012.00,"Educational, Guidance, and Career Counselors and Advisors",21-1012,21-1012.00,Counselors,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0113071264295034,4.27825821548479,False,0.2770569230769231,3.38,59.76,0.0463864819847462,0.3,E0,E2,64330.0,59570.0,82900.0,58250.0,59770.0,86500.0,64780.0,73910.0,74070.0,80470.0,53140.0,63720.0,61730.0,60320.0,62420.0,59260.0,56540.0,56590.0,64350.0,61870.0,58630.0,75820.0,79930.0,59440.0,64600.0,58710.0,58040.0,57900.0,62500.0,66710.0,71080.0,77910.0,77880.0,71610.0,57630.0,58960.0,61760.0,52040.0,66690.0,60880.0,75000.0,60340.0,51830.0,59960.0,67900.0,61320.0,64570.0,67660.0,82670.0,55520.0,62690.0,63430.0,64330.0,53000.0,62470.0,353310.0,4410.0,540.0,7330.0,2310.0,45140.0,6530.0,3370.0,1700.0,1690.0,22800.0,11460.0,1620.0,1990.0,13580.0,5610.0,3690.0,3100.0,5030.0,4820.0,1780.0,6600.0,11460.0,9170.0,4200.0,2620.0,8890.0,890.0,2190.0,2250.0,1650.0,8190.0,1780.0,23380.0,9430.0,840.0,13250.0,4830.0,3990.0,13570.0,1340.0,6460.0,1000.0,6470.0,31730.0,4070.0,1120.0,9450.0,6610.0,1260.0,5330.0,770.0,40.0,1050.0,90.0
"Compile and study occupational, educational, and economic information to assist counselees in determining and carrying out vocational and educational objectives.",compile and study occupational educational and economic information to assist counselees in determining and carrying out vocational and educational objectives,Analyze market conditions or trends.,Analyze market or industry conditions.,Analyzing Data or Information,"Educational, Guidance, School, and Vocational Counselors",educational guidance school and vocational counselors,21-1012.00,"Educational, Guidance, and Career Counselors and Advisors",21-1012,21-1012.00,Counselors,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0113071264295034,4.27825821548479,False,0.2770569230769231,3.38,59.76,0.0463864819847462,0.3,E0,E2,64330.0,59570.0,82900.0,58250.0,59770.0,86500.0,64780.0,73910.0,74070.0,80470.0,53140.0,63720.0,61730.0,60320.0,62420.0,59260.0,56540.0,56590.0,64350.0,61870.0,58630.0,75820.0,79930.0,59440.0,64600.0,58710.0,58040.0,57900.0,62500.0,66710.0,71080.0,77910.0,77880.0,71610.0,57630.0,58960.0,61760.0,52040.0,66690.0,60880.0,75000.0,60340.0,51830.0,59960.0,67900.0,61320.0,64570.0,67660.0,82670.0,55520.0,62690.0,63430.0,64330.0,53000.0,62470.0,353310.0,4410.0,540.0,7330.0,2310.0,45140.0,6530.0,3370.0,1700.0,1690.0,22800.0,11460.0,1620.0,1990.0,13580.0,5610.0,3690.0,3100.0,5030.0,4820.0,1780.0,6600.0,11460.0,9170.0,4200.0,2620.0,8890.0,890.0,2190.0,2250.0,1650.0,8190.0,1780.0,23380.0,9430.0,840.0,13250.0,4830.0,3990.0,13570.0,1340.0,6460.0,1000.0,6470.0,31730.0,4070.0,1120.0,9450.0,6610.0,1260.0,5330.0,770.0,40.0,1050.0,90.0
"Compile and study occupational, educational, and economic information to assist counselees in determining and carrying out vocational and educational objectives.",compile and study occupational educational and economic information to assist counselees in determining and carrying out vocational and educational objectives,Update professional knowledge.,Maintain current knowledge in area of expertise.,Updating and Using Relevant Knowledge,"Educational, Guidance, School, and Vocational Counselors",educational guidance school and vocational counselors,21-1012.00,"Educational, Guidance, and Career Counselors and Advisors",21-1012,21-1012.00,Counselors,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0113071264295034,4.27825821548479,False,0.2770569230769231,3.38,59.76,0.0463864819847462,0.3,E0,E2,64330.0,59570.0,82900.0,58250.0,59770.0,86500.0,64780.0,73910.0,74070.0,80470.0,53140.0,63720.0,61730.0,60320.0,62420.0,59260.0,56540.0,56590.0,64350.0,61870.0,58630.0,75820.0,79930.0,59440.0,64600.0,58710.0,58040.0,57900.0,62500.0,66710.0,71080.0,77910.0,77880.0,71610.0,57630.0,58960.0,61760.0,52040.0,66690.0,60880.0,75000.0,60340.0,51830.0,59960.0,67900.0,61320.0,64570.0,67660.0,82670.0,55520.0,62690.0,63430.0,64330.0,53000.0,62470.0,353310.0,4410.0,540.0,7330.0,2310.0,45140.0,6530.0,3370.0,1700.0,1690.0,22800.0,11460.0,1620.0,1990.0,13580.0,5610.0,3690.0,3100.0,5030.0,4820.0,1780.0,6600.0,11460.0,9170.0,4200.0,2620.0,8890.0,890.0,2190.0,2250.0,1650.0,8190.0,1780.0,23380.0,9430.0,840.0,13250.0,4830.0,3990.0,13570.0,1340.0,6460.0,1000.0,6470.0,31730.0,4070.0,1120.0,9450.0,6610.0,1260.0,5330.0,770.0,40.0,1050.0,90.0
"Compile and study occupational, educational, and economic information to assist counselees in determining and carrying out vocational and educational objectives.",compile and study occupational educational and economic information to assist counselees in determining and carrying out vocational and educational objectives,Counsel clients regarding educational or vocational issues.,Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,"Educational, Guidance, School, and Vocational Counselors",educational guidance school and vocational counselors,21-1012.00,"Educational, Guidance, and Career Counselors and Advisors",21-1012,21-1012.00,Counselors,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0113071264295034,4.27825821548479,False,0.2770569230769231,3.38,59.76,0.0463864819847462,0.3,E0,E2,64330.0,59570.0,82900.0,58250.0,59770.0,86500.0,64780.0,73910.0,74070.0,80470.0,53140.0,63720.0,61730.0,60320.0,62420.0,59260.0,56540.0,56590.0,64350.0,61870.0,58630.0,75820.0,79930.0,59440.0,64600.0,58710.0,58040.0,57900.0,62500.0,66710.0,71080.0,77910.0,77880.0,71610.0,57630.0,58960.0,61760.0,52040.0,66690.0,60880.0,75000.0,60340.0,51830.0,59960.0,67900.0,61320.0,64570.0,67660.0,82670.0,55520.0,62690.0,63430.0,64330.0,53000.0,62470.0,353310.0,4410.0,540.0,7330.0,2310.0,45140.0,6530.0,3370.0,1700.0,1690.0,22800.0,11460.0,1620.0,1990.0,13580.0,5610.0,3690.0,3100.0,5030.0,4820.0,1780.0,6600.0,11460.0,9170.0,4200.0,2620.0,8890.0,890.0,2190.0,2250.0,1650.0,8190.0,1780.0,23380.0,9430.0,840.0,13250.0,4830.0,3990.0,13570.0,1340.0,6460.0,1000.0,6470.0,31730.0,4070.0,1120.0,9450.0,6610.0,1260.0,5330.0,770.0,40.0,1050.0,90.0
"Compile and write documentation of program development and subsequent revisions, inserting comments in the coded instructions so others can understand the program.",compile and write documentation of program development and subsequent revisions inserting comments in the coded instructions so others can understand the program,Document design or development procedures.,"Document technical designs, procedures, or activities.",Documenting/Recording Information,Computer Programmers,computer programmers,15-1131.00,Computer Programmers,15-1251,15-1251.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0339213792885103,4.784361389648537,False,1.2998426923076924,3.56,99.79,0.1091346947733038,0.1,E2,E1,100390.0,93800.0,91700.0,88990.0,111840.0,116760.0,104610.0,133820.0,100390.0,100390.0,93180.0,98380.0,118180.0,89020.0,72540.0,97000.0,79180.0,92960.0,94850.0,100390.0,101780.0,125570.0,128390.0,65860.0,107250.0,85120.0,90420.0,89920.0,95150.0,93600.0,74000.0,104940.0,83750.0,103980.0,81070.0,92280.0,85270.0,99780.0,99540.0,89180.0,96470.0,99740.0,58240.0,100390.0,99330.0,104890.0,89560.0,121610.0,125620.0,65320.0,100390.0,81640.0,100390.0,51310.0,100390.0,92230.0,890.0,530.0,1560.0,1050.0,11340.0,930.0,1650.0,450.0,230.0,4760.0,1890.0,450.0,505.0,1280.0,1520.0,950.0,460.0,950.0,1580.0,450.0,2490.0,1930.0,4400.0,2070.0,1170.0,1520.0,301.0,1090.0,840.0,403.0,3930.0,600.0,7020.0,4120.0,190.0,2100.0,990.0,1370.0,3120.0,250.0,790.0,70.0,920.0,7620.0,690.0,170.0,3070.0,2540.0,140.0,3080.0,60.0,39.0,920.0,19.0
"Compile budget data and documents, based on estimated revenues and expenses and previous budgets.",compile budget data and documents based on estimated revenues and expenses and previous budgets,Compile data or documentation.,"Compile records, documentation, or other data.",Processing Information,"Bookkeeping, Accounting, and Auditing Clerks",bookkeeping accounting and auditing clerks,43-3031.00,"Bookkeeping, Accounting, and Auditing Clerks",43-3031,43-3031.00,"Bookkeeping, Accounting, and Auditing Clerks",Financial Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.9524,False,0.4758880769230769,4.33,50.16,0.2335107060729432,0.8999999999999999,E2,E2,50670.0,44640.0,56430.0,50590.0,42840.0,59230.0,54000.0,59970.0,51780.0,65180.0,49330.0,49350.0,48730.0,48310.0,49560.0,47820.0,48180.0,47290.0,46550.0,44890.0,50510.0,53540.0,59830.0,48980.0,54600.0,42840.0,47990.0,47270.0,47110.0,50380.0,52450.0,58300.0,48080.0,58160.0,47930.0,49710.0,48810.0,46180.0,54060.0,48440.0,53280.0,47940.0,46340.0,48180.0,48910.0,49440.0,54720.0,51620.0,58620.0,42890.0,50340.0,47910.0,33280.0,28700.0,46490.0,1373680.0,19890.0,4580.0,22690.0,12510.0,151870.0,26140.0,14929.999999999998,4600.0,1790.0,88670.0,38700.0,5220.0,9540.0,51470.0,29910.0,14020.0,15380.000000000002,23480.0,18980.0,7390.0,18170.0,29110.0,37550.0,26850.0,12160.0,21400.0,6980.0,10050.0,15180.0,7180.0,37550.0,7779.999999999999,84280.0,48760.0,4290.0,45140.0,16490.0,21710.0,48920.0,4570.0,19980.0,10200.0,37680.0,122400.0,12650.0,2950.0,31990.0,32930.0,7620.000000000001,25960.0,3480.0,880.0,6650.0,280.0
"Compile, copy, sort, and file records of office activities, business transactions, and other activities.",compile copy sort and file records of office activities business transactions and other activities,Compile data or documentation.,"Compile records, documentation, or other data.",Processing Information,"Office Clerks, General",office clerks general,43-9061.00,"Office Clerks, General",43-9061,43-9061.00,"Office Clerks, General",Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.901036045758687,True,2.27478,3.99,80.06,0.6457004343599059,0.4,E2,E1,45010.0,31200.0,51890.0,46420.0,37050.0,48460.0,53550.0,48280.0,42740.0,55040.0,44450.0,40590.0,42340.0,44830.0,45730.0,44520.0,44310.0,32370.0,37870.0,32480.0,45300.0,47270.0,49940.0,44820.0,47840.0,34900.0,42370.0,46480.0,37820.0,45460.0,49020.0,48570.0,37130.0,45890.0,41770.0,50160.0,43680.0,37240.0,49910.0,44950.0,47830.0,36840.0,38560.0,38860.0,39000.0,44060.0,48310.0,46410.0,50500.0,35020.0,44980.0,42840.0,26470.0,23860.0,37330.0,2464940.0,13130.0,3440.0,52710.0,29940.0,311490.0,31770.0,23190.0,7230.0,5670.0,189700.0,75390.0,12930.0,20790.0,95980.0,58480.0,23120.0,2130.0,29750.0,31790.0,11260.0,27290.0,47940.0,88030.0,55530.0,17600.0,56050.0,10390.0,10000.0,20430.0,12740.0,65130.0,11880.0,134280.0,67930.0,8440.0,89310.0,31870.0,27980.0,107500.0,7700.0,42250.0,1720.0,49880.0,218470.0,36470.0,5100.0,66550.0,49050.0,9430.0,51440.0,6670.0,760.0,20190.0,560.0
"Compile, copy, sort, and file records of office activities, business transactions, and other activities.",compile copy sort and file records of office activities business transactions and other activities,File documents or records.,Perform administrative or clerical activities.,Performing Administrative Activities,"Office Clerks, General",office clerks general,43-9061.00,"Office Clerks, General",43-9061,43-9061.00,"Office Clerks, General",Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.901036045758687,True,2.27478,3.99,80.06,0.6457004343599059,0.4,E2,E1,45010.0,31200.0,51890.0,46420.0,37050.0,48460.0,53550.0,48280.0,42740.0,55040.0,44450.0,40590.0,42340.0,44830.0,45730.0,44520.0,44310.0,32370.0,37870.0,32480.0,45300.0,47270.0,49940.0,44820.0,47840.0,34900.0,42370.0,46480.0,37820.0,45460.0,49020.0,48570.0,37130.0,45890.0,41770.0,50160.0,43680.0,37240.0,49910.0,44950.0,47830.0,36840.0,38560.0,38860.0,39000.0,44060.0,48310.0,46410.0,50500.0,35020.0,44980.0,42840.0,26470.0,23860.0,37330.0,2464940.0,13130.0,3440.0,52710.0,29940.0,311490.0,31770.0,23190.0,7230.0,5670.0,189700.0,75390.0,12930.0,20790.0,95980.0,58480.0,23120.0,2130.0,29750.0,31790.0,11260.0,27290.0,47940.0,88030.0,55530.0,17600.0,56050.0,10390.0,10000.0,20430.0,12740.0,65130.0,11880.0,134280.0,67930.0,8440.0,89310.0,31870.0,27980.0,107500.0,7700.0,42250.0,1720.0,49880.0,218470.0,36470.0,5100.0,66550.0,49050.0,9430.0,51440.0,6670.0,760.0,20190.0,560.0
Compile data from records to prepare periodic reports.,compile data from records to prepare periodic reports,Compile data or documentation.,"Compile records, documentation, or other data.",Processing Information,Correspondence Clerks,correspondence clerks,43-4021.00,Correspondence Clerks,43-4021,43-4021.00,Correspondence Clerks,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0452285057180138,4.921899441340782,False,0.6796476923076924,3.8,75.72,0.415379044836721,0.8999999999999999,E2,E1,46800.0,46800.0,46800.0,39900.0,46800.0,53640.0,45510.0,61310.0,46800.0,46800.0,46800.0,46800.0,46800.0,51010.0,46280.0,49710.0,46800.0,46800.0,46800.0,36790.0,49180.0,46800.0,46800.0,40780.0,46800.0,46800.0,43400.0,46800.0,49800.0,47820.0,49730.0,48510.0,46800.0,49360.0,42340.0,46800.0,49700.0,46800.0,61160.0,40270.0,46800.0,41710.0,46800.0,42390.0,48860.0,47450.0,46800.0,48310.0,46800.0,46800.0,47400.0,46800.0,46800.0,46800.0,46800.0,4290.0,58.0,9.0,110.0,36.0,240.0,50.0,70.0,13.0,19.0,350.0,150.0,17.0,40.0,50.0,70.0,43.0,39.0,55.0,60.0,40.0,76.0,100.0,40.0,81.0,32.0,70.0,14.0,60.0,130.0,120.0,40.0,24.0,540.0,50.0,12.0,40.0,47.0,110.0,140.0,14.0,130.0,13.0,100.0,830.0,140.0,8.0,113.0,97.0,19.0,81.0,8.0,2.0,26.0,1.0
Compile data pertinent to manufacture of special products for customers.,compile data pertinent to manufacture of special products for customers,Compile data or documentation.,"Compile records, documentation, or other data.",Processing Information,Correspondence Clerks,correspondence clerks,43-4021.00,Correspondence Clerks,43-4021,43-4021.00,Correspondence Clerks,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.9545,False,1.0201,3.55,37.5,0.4918209404602413,0.8999999999999999,E2,E1,46800.0,46800.0,46800.0,39900.0,46800.0,53640.0,45510.0,61310.0,46800.0,46800.0,46800.0,46800.0,46800.0,51010.0,46280.0,49710.0,46800.0,46800.0,46800.0,36790.0,49180.0,46800.0,46800.0,40780.0,46800.0,46800.0,43400.0,46800.0,49800.0,47820.0,49730.0,48510.0,46800.0,49360.0,42340.0,46800.0,49700.0,46800.0,61160.0,40270.0,46800.0,41710.0,46800.0,42390.0,48860.0,47450.0,46800.0,48310.0,46800.0,46800.0,47400.0,46800.0,46800.0,46800.0,46800.0,4290.0,58.0,9.0,110.0,36.0,240.0,50.0,70.0,13.0,19.0,350.0,150.0,17.0,40.0,50.0,70.0,43.0,39.0,55.0,60.0,40.0,76.0,100.0,40.0,81.0,32.0,70.0,14.0,60.0,130.0,120.0,40.0,24.0,540.0,50.0,12.0,40.0,47.0,110.0,140.0,14.0,130.0,13.0,100.0,830.0,140.0,8.0,113.0,97.0,19.0,81.0,8.0,2.0,26.0,1.0
"Compile information about flights from flight plans, pilot reports, radar, or observations.",compile information about flights from flight plans pilot reports radar or observations,Compile operational data.,"Compile records, documentation, or other data.",Processing Information,Air Traffic Controllers,air traffic controllers,53-2021.00,Air Traffic Controllers,53-2021,53-2021.00,Air Traffic Controllers and Airfield Operations Specialists,Air Transportation Workers,Transportation and Material Moving Occupations,2026-05-31,0.0030529241359659,4.922102917341977,False,4.575057307692308,4.25,73.59,0.2393846393656688,0.5471208972207592,E2,E2,148080.0,114960.0,123950.0,136800.0,109760.0,160080.0,177380.0,140940.0,148080.0,47760.0,147530.0,178420.0,158700.0,148080.0,181560.0,158810.0,90790.0,159700.0,127800.0,99810.0,107270.0,131290.0,125060.0,118930.0,176840.0,88110.0,122200.0,101380.0,111710.0,140920.0,148080.0,132230.0,148550.0,144960.0,129230.0,107990.0,148080.0,123220.0,148080.0,132350.0,126300.0,112030.0,148080.0,157330.0,170080.0,158310.0,109140.0,191820.0,162570.0,148080.0,148080.0,93580.0,82830.0,125780.0,148080.0,22510.0,240.0,490.0,380.0,80.0,2290.0,740.0,244.0,70.0,820.0,1950.0,970.0,210.0,123.0,990.0,630.0,120.0,430.0,230.0,230.0,70.0,70.0,120.0,360.0,680.0,160.0,260.0,60.0,70.0,210.0,98.0,190.0,350.0,1150.0,410.0,100.0,798.0,270.0,283.0,460.0,50.0,190.0,66.0,590.0,2060.0,360.0,30.0,1120.0,620.0,101.0,423.0,40.0,40.0,110.0,5.0
"Compile information about new accounts, enter account information into computers, and file related forms or other documents.",compile information about new accounts enter account information into computers and file related forms or other documents,Compile data or documentation.,"Compile records, documentation, or other data.",Processing Information,New Accounts Clerks,new accounts clerks,43-4141.00,New Accounts Clerks,43-4141,43-4141.00,New Accounts Clerks,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.81809806530863,True,3.2291184615384614,4.57,96.32,1.258719976849619,0.5,E1,E1,47670.0,44780.0,47670.0,47670.0,35680.0,52100.0,48870.0,57080.0,47150.0,60990.0,45930.0,45770.0,47440.0,45760.0,49040.0,42950.0,45630.0,40170.0,43990.0,47670.0,47420.0,43200.0,47670.0,46780.0,48920.0,40910.0,50270.0,43610.0,47140.0,47450.0,48170.0,57240.0,51380.0,57950.0,49480.0,57970.0,48310.0,43380.0,48330.0,47330.0,47670.0,45500.0,47670.0,49770.0,44040.0,44890.0,47910.0,46350.0,52830.0,38520.0,48050.0,45760.0,47670.0,29630.0,47670.0,36860.0,140.0,77.0,763.0,730.0,950.0,390.0,420.0,140.0,165.0,910.0,1650.0,140.0,350.0,2020.0,480.0,1320.0,1100.0,240.0,160.0,510.0,80.0,857.0,1800.0,1160.0,160.0,590.0,470.0,1150.0,850.0,410.0,230.0,150.0,4800.0,1910.0,140.0,1307.0,1650.0,1410.0,1400.0,118.0,60.0,108.0,420.0,2360.0,210.0,190.0,640.0,310.0,150.0,2100.0,180.0,16.0,221.0,8.0
"Compile information about new accounts, enter account information into computers, and file related forms or other documents.",compile information about new accounts enter account information into computers and file related forms or other documents,Enter information into databases or software programs.,Process digital or online data.,Working with Computers,New Accounts Clerks,new accounts clerks,43-4141.00,New Accounts Clerks,43-4141,43-4141.00,New Accounts Clerks,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.81809806530863,True,3.2291184615384614,4.57,96.32,1.258719976849619,0.5,E1,E1,47670.0,44780.0,47670.0,47670.0,35680.0,52100.0,48870.0,57080.0,47150.0,60990.0,45930.0,45770.0,47440.0,45760.0,49040.0,42950.0,45630.0,40170.0,43990.0,47670.0,47420.0,43200.0,47670.0,46780.0,48920.0,40910.0,50270.0,43610.0,47140.0,47450.0,48170.0,57240.0,51380.0,57950.0,49480.0,57970.0,48310.0,43380.0,48330.0,47330.0,47670.0,45500.0,47670.0,49770.0,44040.0,44890.0,47910.0,46350.0,52830.0,38520.0,48050.0,45760.0,47670.0,29630.0,47670.0,36860.0,140.0,77.0,763.0,730.0,950.0,390.0,420.0,140.0,165.0,910.0,1650.0,140.0,350.0,2020.0,480.0,1320.0,1100.0,240.0,160.0,510.0,80.0,857.0,1800.0,1160.0,160.0,590.0,470.0,1150.0,850.0,410.0,230.0,150.0,4800.0,1910.0,140.0,1307.0,1650.0,1410.0,1400.0,118.0,60.0,108.0,420.0,2360.0,210.0,190.0,640.0,310.0,150.0,2100.0,180.0,16.0,221.0,8.0
"Compile information about new accounts, enter account information into computers, and file related forms or other documents.",compile information about new accounts enter account information into computers and file related forms or other documents,Type documents.,Perform administrative or clerical activities.,Performing Administrative Activities,New Accounts Clerks,new accounts clerks,43-4141.00,New Accounts Clerks,43-4141,43-4141.00,New Accounts Clerks,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.81809806530863,True,3.2291184615384614,4.57,96.32,1.258719976849619,0.5,E1,E1,47670.0,44780.0,47670.0,47670.0,35680.0,52100.0,48870.0,57080.0,47150.0,60990.0,45930.0,45770.0,47440.0,45760.0,49040.0,42950.0,45630.0,40170.0,43990.0,47670.0,47420.0,43200.0,47670.0,46780.0,48920.0,40910.0,50270.0,43610.0,47140.0,47450.0,48170.0,57240.0,51380.0,57950.0,49480.0,57970.0,48310.0,43380.0,48330.0,47330.0,47670.0,45500.0,47670.0,49770.0,44040.0,44890.0,47910.0,46350.0,52830.0,38520.0,48050.0,45760.0,47670.0,29630.0,47670.0,36860.0,140.0,77.0,763.0,730.0,950.0,390.0,420.0,140.0,165.0,910.0,1650.0,140.0,350.0,2020.0,480.0,1320.0,1100.0,240.0,160.0,510.0,80.0,857.0,1800.0,1160.0,160.0,590.0,470.0,1150.0,850.0,410.0,230.0,150.0,4800.0,1910.0,140.0,1307.0,1650.0,1410.0,1400.0,118.0,60.0,108.0,420.0,2360.0,210.0,190.0,640.0,310.0,150.0,2100.0,180.0,16.0,221.0,8.0
Compile information on content and context of information to be translated and on intended audience.,compile information on content and context of information to be translated and on intended audience,Compile technical information or documentation.,"Compile records, documentation, or other data.",Processing Information,Interpreters and Translators,interpreters and translators,27-3091.00,Interpreters and Translators,27-3091,27-3091.00,Miscellaneous Media and Communication Workers,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0678427585770207,4.980821917808219,False,2.387385,4.24,86.17,0.5470259481730158,0.3,E1,E1,60170.0,46130.0,60170.0,50150.0,52490.0,70770.0,71790.0,68340.0,60170.0,109970.0,48930.0,57880.0,42270.0,66130.0,55290.0,48140.0,48150.0,47950.0,53590.0,48420.0,63470.0,88550.0,72750.0,45310.0,66410.0,57130.0,57010.0,47850.0,53050.0,50370.0,56370.0,58970.0,63550.0,84090.0,50030.0,48190.0,61230.0,48980.0,66300.0,57040.0,82320.0,50860.0,53140.0,51080.0,47510.0,65770.0,62450.0,63030.0,61750.0,60170.0,63390.0,60170.0,60170.0,42990.0,60170.0,52060.0,310.0,150.0,2070.0,220.0,5560.0,800.0000000000001,280.0,110.0,280.0,4200.0,1600.0000000000002,59.99999999999999,300.0,1510.0,1170.0,560.0,470.0,480.0,120.0,90.0,1150.0,2280.0,940.0,1030.0,80.0,440.0,59.99999999999999,570.0,320.0,240.0,870.0,360.0,3240.0,1780.0,130.0,2030.0,320.0,660.0,1420.0,200.00000000000003,520.0,230.0,710.0,6780.0,849.9999999999999,80.0,1630.0,1250.0,120.0,1410.0,93.0,22.0,130.0,11.0
"Compile information, such as production rates and progress, materials inventories, materials used, or customer information, so that status reports can be completed.",compile information such as production rates and progress materials inventories materials used or customer information so that status reports can be completed,Compile data or documentation.,"Compile records, documentation, or other data.",Processing Information,"Production, Planning, and Expediting Clerks",production planning and expediting clerks,43-5061.00,"Production, Planning, and Expediting Clerks",43-5061,43-5061.00,"Production, Planning, and Expediting Clerks","Material Recording, Scheduling, Dispatching, and Distributing Workers",Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.976386768447838,False,0.9347396153846154,3.77,77.6,0.363821917923796,0.6,E2,E2,59650.0,57240.0,62590.0,58580.0,50350.0,63000.0,63980.0,63240.0,62700.0,72660.0,51940.0,56850.0,63780.0,59950.0,57880.0,58980.0,60320.0,57080.0,55690.0,60120.0,60200.0,58590.0,60280.0,61670.0,61490.0,51080.0,54170.0,50800.0,55710.0,55790.0,61590.0,62710.0,49640.0,60920.0,52640.0,58330.0,57830.0,56300.0,60790.0,59240.0,65310.0,57640.0,50530.0,53020.0,55850.0,61650.0,60560.0,61780.0,77190.0,56290.0,58540.0,69710.0,53070.0,37570.0,59650.0,390160.0,2680.0,380.0,9780.0,2390.0,56080.0,7800.0,4090.0,450.0,430.0,20850.0,16370.0,1040.0,1070.0,11900.0,9100.0,3540.0,4320.0,6480.0,1970.0,1240.0,4670.0,5650.0,7560.0,7330.0,2030.0,6310.0,830.0,1690.0,2190.0,1600.0,9410.0,1040.0,35160.0,13000.0,450.0,17700.0,5820.0,2790.0,8790.0,960.0,7020.0,690.0,12740.0,33080.0,4550.0,430.0,8490.0,8851.0,750.0,9140.0,110.0,190.0,1780.0,80.0
Compile laboratory test data and perform appropriate analyses.,compile laboratory test data and perform appropriate analyses,Apply mathematical principles or statistical approaches to solve problems in scientific or applied fields.,Analyze scientific or applied data using mathematical principles.,Analyzing Data or Information,Quality Control Analysts,quality control analysts,19-4099.01,Quality Control Analysts,19-4099,19-4099.01,"Miscellaneous Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.920000000000001,False,2.673401538461538,4.16,91.35,1.235719932915757,0.6,E1,E2,62280.0,59500.0,70700.0,58240.0,59310.0,78350.0,63760.0,66710.0,62280.0,79230.0,63180.0,69320.0,50880.0,50600.0,59410.0,48650.0,50480.0,65270.0,68230.0,53360.0,66730.0,68390.0,63820.0,59100.0,49410.0,59490.0,50410.0,52260.0,48640.0,54070.0,64250.0,55980.0,56420.0,63810.0,49200.0,69350.0,49210.0,86260.0,60810.0,57680.0,69630.0,58960.0,51630.0,62050.0,48960.0,59290.0,63460.0,67240.0,73530.0,59750.0,47210.0,64510.0,62280.0,35060.0,62280.0,21591.0,204.0,99.0,245.0,204.0,5895.0,1087.0,187.0,53.0,88.0,1069.0,1303.0,613.0,321.0,438.0,438.0,245.0,514.0,187.0,941.0,228.0,2051.0,666.0,608.0,789.0,193.0,1227.0,76.0,175.0,204.0,210.0,1250.0,105.0,4318.0,1350.0,105.0,596.0,269.0,987.0,1537.0,123.0,754.0,35.0,1256.0,5358.0,240.0,93.0,1583.0,573.0,134.0,625.0,129.0,9.0,415.0,5.0
Compile lists describing product or service offerings.,compile lists describing product or service offerings,Compile operational data.,"Compile records, documentation, or other data.",Processing Information,Marketing Managers,marketing managers,11-2021.00,Marketing Managers,11-2021,11-2021.00,Marketing and Sales Managers,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",Management Occupations,2026-05-31,0.0339213792885103,4.953363682346991,False,0.4704130769230769,3.7,84.1,0.0566829839278537,0.2,E2,E1,166790.0,120160.0,116270.0,132220.0,136520.0,193620.0,182730.0,169240.0,166790.0,177170.0,142620.0,160760.0,117770.0,142090.0,162860.0,136260.0,131120.0,154510.0,128930.0,120650.0,135380.0,154160.0,212020.0,138510.0,173300.0,100940.0,130550.0,165580.0,110570.0,107550.0,143280.0,180040.0,122980.0,181200.0,165480.0,125580.0,132330.0,126920.0,161560.0,150810.0,166790.0,143290.0,167750.0,131990.0,147880.0,139830.0,166790.0,187820.0,172270.0,98750.0,133600.0,161580.0,79890.0,166790.0,97760.0,395240.0,1540.0,240.0,4870.0,1860.0,54660.0,6010.0,5800.0,1060.0,3470.0,24820.0,8510.0,570.0,1320.0,21140.0,3350.0,2210.0,1570.0,1930.0,940.0,1320.0,6510.0,14270.0,6620.0,8500.0,770.0,6550.0,1292.0,1910.0,3430.0,1460.0,13510.0,800.0,54000.0,10790.0,180.0,10620.0,1420.0,4960.0,13840.0,1266.0,3760.0,220.0,7730.0,44680.0,6100.0,767.0,6890.0,8880.0,300.0,4890.0,100.0,120.0,2370.0,60.0
"Compile, log, or record testing or operational data for review and further analysis.",compile log or record testing or operational data for review and further analysis,Record research or operational data.,Maintain operational records.,Documenting/Recording Information,Geological and Petroleum Technicians,geological and petroleum technicians,19-4041.00,"Geological Technicians, Except Hydrologic Technicians",19-4043,19-4043.00,Environmental Science and Geoscience Technicians,"Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Occupations",2026-05-31,0.0226142528590069,4.913758776066228,False,1.5148523076923075,4.19,100.0,0.2822053117577145,0.3,E2,E2,60976.66666666666,52541.1111111111,66014.44444444444,60166.66666666666,56401.1111111111,70330.0,58446.66666666666,60976.66666666666,60976.66666666666,60976.66666666666,57873.333333333336,56083.333333333336,60976.66666666666,52193.333333333336,53006.66666666666,67081.11111111111,60976.66666666666,58127.777777777774,60060.0,63153.333333333336,60976.66666666666,79043.33333333333,69756.66666666667,60271.1111111111,60976.66666666666,60976.66666666666,73285.55555555555,54206.66666666666,61704.44444444444,70340.0,63518.88888888888,63785.55555555556,72980.0,62510.0,55756.66666666666,57731.1111111111,51043.333333333336,56281.1111111111,60036.66666666666,59406.66666666666,60976.66666666666,58371.1111111111,60976.66666666666,41536.66666666666,74546.66666666667,60976.66666666666,60976.66666666666,54556.66666666666,78130.0,55270.0,60392.22222222222,61674.44444444444,60976.66666666666,58432.22222222222,60976.66666666666,4220.0,57.0,29.33333333333333,62.333333333333336,33.33333333333333,360.0,81.33333333333334,46.0,13.0,19.0,260.0,50.0,17.0,56.66666666666667,136.0,86.0,42.0,39.0,40.0,80.0,17.0,43.333333333333336,53.333333333333336,129.33333333333331,80.0,31.0,53.0,80.0,28.0,106.66666666666669,39.333333333333336,65.33333333333333,41.0,126.66666666666666,156.66666666666666,38.0,96.66666666666669,167.33333333333331,76.66666666666667,146.66666666666669,14.0,71.33333333333334,12.0,95.33333333333331,910.0,47.0,8.0,63.66666666666667,78.66666666666666,32.666666666666664,59.66666666666667,35.333333333333336,2.0,28.333333333333336,1.0
"Compile operational or personnel records, such as time and production records, inventory data, repair or maintenance statistics, or test results.",compile operational or personnel records such as time and production records inventory data repair or maintenance statistics or test results,Document operational activities.,Maintain operational records.,Documenting/Recording Information,"First-Line Supervisors of Mechanics, Installers, and Repairers",firstline supervisors of mechanics installers and repairers,49-1011.00,"First-Line Supervisors of Mechanics, Installers, and Repairers",49-1011,49-1011.00,"First-Line Supervisors of Mechanics, Installers, and Repairers","Supervisors of Installation, Maintenance, and Repair Workers","Installation, Maintenance, and Repair Occupations",2026-05-31,0.0030529241359659,4.906101865859808,False,0.5902126923076924,3.56,64.3,0.1549511247894515,0.4,E1,E2,79860.0,74830.0,98110.0,76240.0,71460.0,93660.0,83260.0,94050.0,83250.0,83460.0,75900.0,77010.0,87550.0,74940.0,83180.0,79650.0,78340.0,78390.0,76760.0,75550.0,79260.0,82330.0,92250.0,77810.0,87160.0,70900.0,77470.0,81440.0,77850.0,79860.0,87560.0,92680.0,77550.0,91150.0,76800.0,90600.0,78730.0,77040.0,86970.0,79400.0,78840.0,75120.0,80810.0,75830.0,76760.0,78930.0,83050.0,80770.0,94420.0,71360.0,82570.0,87460.0,48760.0,47660.0,58660.0,617500.0,13390.0,2720.0,13490.0,7590.0,51670.0,13590.0,6230.0,1890.0,1260.0,41250.0,23180.0,3380.0,3780.0,17710.0,13210.0,6450.0,6780.0,10020.0,10490.0,2640.0,10120.0,12140.0,15740.0,9110.0,6930.0,11220.0,2690.0,4610.0,5450.0,3360.0,14930.0,3780.0,26930.0,21110.0,1920.0,19410.0,10260.0,7120.0,20220.0,1460.0,10140.0,1750.0,15070.0,75340.0,6980.0,630.0,16910.0,14680.0,4070.0,10640.0,2030.0,380.0,2980.0,220.0
"Compile operational or personnel records, such as time and production records, inventory data, repair or maintenance statistics, or test results.",compile operational or personnel records such as time and production records inventory data repair or maintenance statistics or test results,Maintain repair or maintenance records.,Maintain operational records.,Documenting/Recording Information,"First-Line Supervisors of Mechanics, Installers, and Repairers",firstline supervisors of mechanics installers and repairers,49-1011.00,"First-Line Supervisors of Mechanics, Installers, and Repairers",49-1011,49-1011.00,"First-Line Supervisors of Mechanics, Installers, and Repairers","Supervisors of Installation, Maintenance, and Repair Workers","Installation, Maintenance, and Repair Occupations",2026-05-31,0.0030529241359659,4.906101865859808,False,0.5902126923076924,3.56,64.3,0.1549511247894515,0.4,E1,E2,79860.0,74830.0,98110.0,76240.0,71460.0,93660.0,83260.0,94050.0,83250.0,83460.0,75900.0,77010.0,87550.0,74940.0,83180.0,79650.0,78340.0,78390.0,76760.0,75550.0,79260.0,82330.0,92250.0,77810.0,87160.0,70900.0,77470.0,81440.0,77850.0,79860.0,87560.0,92680.0,77550.0,91150.0,76800.0,90600.0,78730.0,77040.0,86970.0,79400.0,78840.0,75120.0,80810.0,75830.0,76760.0,78930.0,83050.0,80770.0,94420.0,71360.0,82570.0,87460.0,48760.0,47660.0,58660.0,617500.0,13390.0,2720.0,13490.0,7590.0,51670.0,13590.0,6230.0,1890.0,1260.0,41250.0,23180.0,3380.0,3780.0,17710.0,13210.0,6450.0,6780.0,10020.0,10490.0,2640.0,10120.0,12140.0,15740.0,9110.0,6930.0,11220.0,2690.0,4610.0,5450.0,3360.0,14930.0,3780.0,26930.0,21110.0,1920.0,19410.0,10260.0,7120.0,20220.0,1460.0,10140.0,1750.0,15070.0,75340.0,6980.0,630.0,16910.0,14680.0,4070.0,10640.0,2030.0,380.0,2980.0,220.0
"Compile or maintain records of system operation, performance, and maintenance.",compile or maintain records of system operation performance and maintenance,Record operational or environmental data.,Maintain operational records.,Documenting/Recording Information,Solar Photovoltaic Installers,solar photovoltaic installers,47-2231.00,Solar Photovoltaic Installers,47-2231,47-2231.00,Solar Photovoltaic Installers,Construction Trades Workers,Construction and Extraction Occupations,2026-05-31,0.0226142528590069,4.961928934010153,False,0.7082865384615384,3.77,95.81,0.0587757614089315,0.1,E2,E2,53140.0,53140.0,53140.0,51160.0,44820.0,60600.0,49730.0,55590.0,53140.0,53140.0,50550.0,47790.0,70370.0,53140.0,59630.0,46140.0,56740.0,49990.0,53140.0,53140.0,61210.0,45430.0,59180.0,47080.0,53140.0,53140.0,53140.0,53140.0,53140.0,67810.0,53140.0,78950.0,48490.0,56160.0,43860.0,53140.0,62400.0,53140.0,66320.0,47760.0,53140.0,50490.0,42380.0,53140.0,48240.0,49980.0,49490.0,49190.0,61630.0,53140.0,49770.0,53140.0,53140.0,26860.0,53140.0,31350.0,423.0,65.0,1280.0,261.0,6830.0,620.0,340.0,97.0,141.0,2980.0,979.0,420.0,172.0,1221.0,490.0,180.0,288.0,401.0,388.0,60.0,670.0,620.0,310.0,591.0,233.0,588.0,102.0,205.0,100.0,137.0,1880.0,340.0,1230.0,710.0,86.0,70.0,342.0,360.0,1210.0,100.0,462.0,50.0,657.0,5270.0,770.0,250.0,823.0,711.0,141.0,90.0,56.0,13.0,1890.0,6.0
"Compile, record, and code results or data from interview or survey, using computer or specified form.",compile record and code results or data from interview or survey using computer or specified form,Compile data or documentation.,"Compile records, documentation, or other data.",Processing Information,"Interviewers, Except Eligibility and Loan",interviewers except eligibility and loan,43-4111.00,"Interviewers, Except Eligibility and Loan",43-4111,43-4111.00,"Interviewers, Except Eligibility and Loan",Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.2374496550195726,4.937027446918695,False,3.769204615384616,4.22,67.69,0.4949950239355001,0.2,E1,E1,45920.0,34180.0,47630.0,43200.0,37150.0,56880.0,49660.0,47980.0,49010.0,49730.0,43500.0,41450.0,35680.0,39450.0,43200.0,40510.0,39520.0,39430.0,40490.0,37190.0,43830.0,47550.0,50340.0,44180.0,49980.0,35110.0,38940.0,42970.0,44130.0,42340.0,48890.0,47380.0,45920.0,55410.0,39200.0,38590.0,42480.0,39130.0,50730.0,44070.0,49780.0,38830.0,43930.0,39340.0,43980.0,41530.0,49480.0,44280.0,51090.0,36480.0,46070.0,40050.0,45920.0,22810.0,45920.0,148060.0,3120.0,80.0,2630.0,2990.0,22250.0,5360.0,1210.0,570.0,640.0,7420.0,1910.0,594.0,560.0,2240.0,3280.0,1800.0,3640.0,1050.0,4440.0,1000.0,2510.0,3050.0,4590.0,1950.0,2200.0,3470.0,760.0,2280.0,2190.0,1390.0,4170.0,824.0,9260.0,2330.0,160.0,6730.0,1480.0,1710.0,3640.0,370.0,940.0,590.0,1660.0,13930.0,570.0,380.0,2250.0,3050.0,2480.0,1130.0,420.0,63.0,2850.0,30.0
"Compile, record, and code results or data from interview or survey, using computer or specified form.",compile record and code results or data from interview or survey using computer or specified form,Code data or other information.,Process digital or online data.,Working with Computers,"Interviewers, Except Eligibility and Loan",interviewers except eligibility and loan,43-4111.00,"Interviewers, Except Eligibility and Loan",43-4111,43-4111.00,"Interviewers, Except Eligibility and Loan",Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.2374496550195726,4.937027446918695,False,3.769204615384616,4.22,67.69,0.4949950239355001,0.2,E1,E1,45920.0,34180.0,47630.0,43200.0,37150.0,56880.0,49660.0,47980.0,49010.0,49730.0,43500.0,41450.0,35680.0,39450.0,43200.0,40510.0,39520.0,39430.0,40490.0,37190.0,43830.0,47550.0,50340.0,44180.0,49980.0,35110.0,38940.0,42970.0,44130.0,42340.0,48890.0,47380.0,45920.0,55410.0,39200.0,38590.0,42480.0,39130.0,50730.0,44070.0,49780.0,38830.0,43930.0,39340.0,43980.0,41530.0,49480.0,44280.0,51090.0,36480.0,46070.0,40050.0,45920.0,22810.0,45920.0,148060.0,3120.0,80.0,2630.0,2990.0,22250.0,5360.0,1210.0,570.0,640.0,7420.0,1910.0,594.0,560.0,2240.0,3280.0,1800.0,3640.0,1050.0,4440.0,1000.0,2510.0,3050.0,4590.0,1950.0,2200.0,3470.0,760.0,2280.0,2190.0,1390.0,4170.0,824.0,9260.0,2330.0,160.0,6730.0,1480.0,1710.0,3640.0,370.0,940.0,590.0,1660.0,13930.0,570.0,380.0,2250.0,3050.0,2480.0,1130.0,420.0,63.0,2850.0,30.0
"Compile, record, and evaluate personal and financial data to verify completeness and accuracy, and to determine eligibility status.",compile record and evaluate personal and financial data to verify completeness and accuracy and to determine eligibility status,Compile data or documentation.,"Compile records, documentation, or other data.",Processing Information,"Eligibility Interviewers, Government Programs",eligibility interviewers government programs,43-4061.00,"Eligibility Interviewers, Government Programs",43-4061,43-4061.00,"Eligibility Interviewers, Government Programs",Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0226142528590069,4.96206684437154,False,2.8378703846153845,4.55,86.88,1.0622828408711948,0.5,E2,E2,54210.0,54040.0,61840.0,41690.0,45340.0,63520.0,58750.0,71940.0,42900.0,74080.0,37230.0,44620.0,54970.0,52670.0,61840.0,40160.0,61340.0,49650.0,52020.0,48260.0,50860.0,57160.0,64750.0,66830.0,62820.0,36840.0,42850.0,59180.0,50320.0,55160.0,57300.0,51380.0,53000.0,53430.0,47350.0,51810.0,50070.0,49090.0,55660.0,59070.0,64560.0,38670.0,52350.0,49230.0,46860.0,52790.0,58530.0,50960.0,66330.0,44150.0,51480.0,54210.0,39970.0,44950.0,38060.0,154800.0,2720.0,400.0,3440.0,610.0,30960.0,3140.0,1250.0,120.0,640.0,5880.0,6120.0,610.0,240.0,1740.0,3000.0,1040.0,810.0,1710.0,740.0,620.0,3710.0,1700.0,5060.0,2910.0,1760.0,4130.0,550.0,220.0,1534.0,240.0,920.0,790.0,10220.0,7740.0,410.0,4300.0,520.0,1740.0,10280.0,570.0,1750.0,470.0,4060.0,12020.0,1960.0,310.0,4290.0,3880.0,250.0,1610.0,278.0,50.0,3660.0,70.0
"Compile reports, charts, or graphs that describe and interpret findings of analyses.",compile reports charts or graphs that describe and interpret findings of analyses,Compile data or documentation.,"Compile records, documentation, or other data.",Processing Information,Statistical Assistants,statistical assistants,43-9111.00,Statistical Assistants,43-9111,43-9111.00,Statistical Assistants,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.124378390724538,4.975375375375376,False,1.1409519230769232,4.36,96.0,0.534329291804557,0.6,E2,E1,50330.0,50330.0,50330.0,56900.0,50330.0,82580.0,50330.0,76140.0,50330.0,50330.0,57200.0,50330.0,40240.0,50330.0,63410.0,46860.0,50330.0,50330.0,45660.0,50330.0,48050.0,59690.0,70470.0,49660.0,58580.0,50330.0,58610.0,50330.0,59620.0,50330.0,50330.0,69480.0,50330.0,46520.0,50330.0,50330.0,47980.0,46010.0,50330.0,48740.0,50330.0,58970.0,50330.0,47780.0,43590.0,50330.0,50330.0,50330.0,63660.0,50330.0,53400.0,50330.0,50330.0,27490.0,50330.0,4710.0,64.0,10.0,100.0,39.0,110.0,86.0,160.0,15.0,21.0,90.0,147.0,40.0,26.0,183.0,270.0,80.0,43.0,100.0,58.0,40.0,100.0,190.0,370.0,89.0,35.0,90.0,15.0,170.0,47.0,21.0,110.0,26.0,292.0,250.0,13.0,70.0,30.0,59.0,280.0,15.0,40.0,14.0,390.0,423.0,52.0,9.0,124.0,200.0,21.0,60.0,8.0,2.0,230.0,1.0
Compile scores and other athletic records.,compile scores and other athletic records,Compile technical information or documentation.,"Compile records, documentation, or other data.",Processing Information,"Umpires, Referees, and Other Sports Officials",umpires referees and other sports officials,27-2023.00,"Umpires, Referees, and Other Sports Officials",27-2023,27-2023.00,"Athletes, Coaches, Umpires, and Related Workers","Entertainers and Performers, Sports and Related Workers","Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,5.0,False,0.7134615384615385,4.12,38.1,0.2013638446671581,0.5,E1,E1,40710.0,40710.0,40710.0,46440.0,40710.0,44530.0,44230.0,39530.0,40710.0,40710.0,37070.0,28360.0,40710.0,32250.0,49070.0,46140.0,43040.0,25780.0,40710.0,50080.0,40710.0,40710.0,48400.0,34560.0,40710.0,27060.0,33140.0,36370.0,31390.0,40710.0,40710.0,67600.0,40710.0,40710.0,26540.0,63920.0,55040.0,21900.0,38730.0,44200.0,40710.0,61290.0,35260.0,40710.0,42920.0,31430.0,46080.0,40840.0,41350.0,46490.0,57000.0,40710.0,40710.0,40710.0,40710.0,15780.0,213.0,33.0,210.0,131.0,1950.0,1120.0,200.0,49.0,71.0,280.0,280.0,63.0,170.0,690.0,170.0,190.0,145.0,290.0,310.0,180.0,279.0,250.0,340.0,320.0,60.0,1240.0,60.0,40.0,156.0,69.0,420.0,88.0,630.0,400.0,180.0,580.0,220.0,170.0,320.0,51.0,50.0,80.0,380.0,650.0,1100.0,80.0,260.0,400.0,50.0,300.0,28.0,7.0,95.0,3.0
"Compile scripts, program notes, and other material related to productions.",compile scripts program notes and other material related to productions,Compile technical information or documentation.,"Compile records, documentation, or other data.",Processing Information,Producers and Directors,producers and directors,27-2012.00,Producers and Directors,27-2012,27-2012.00,"Actors, Producers, and Directors","Entertainers and Performers, Sports and Related Workers","Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0113071264295034,4.9696,False,1.2297676923076923,3.79,74.79,0.0698188757173662,0.1,E1,E1,90360.0,63340.0,54060.0,67320.0,38820.0,129790.0,78060.0,88260.0,72650.0,104270.0,79920.0,79950.0,66190.0,61150.0,81080.0,59870.0,58550.0,60600.0,54550.0,62920.0,71320.0,79350.0,80970.0,65720.0,76360.0,48100.0,66460.0,52580.0,52580.0,78480.0,61560.0,119840.0,90360.0,107550.0,63700.0,57870.0,69350.0,61600.0,87460.0,75460.0,84250.0,56030.0,60260.0,73020.0,71710.0,76350.0,55660.0,65900.0,81550.0,46660.0,66390.0,60420.0,90360.0,48820.0,90360.0,47706.66666666666,639.0,98.0,1057.0,430.0,20964.0,1205.0,1352.0,92.0,1623.0,4400.0,3079.0,313.0,234.0,1948.0,910.0,443.0,258.0,584.0,541.0,246.0,989.0,2114.0,1420.0,854.0,240.0,1002.0,240.0,289.0,1002.0,184.0,1825.0,320.0,17202.0,2151.0,104.0,989.0,473.0,1008.0,2581.0,344.0,731.0,104.0,1795.0,4062.0,1026.0,178.0,1733.0,1395.0,141.0,983.0,80.0,12.0,160.0,6.0
"Compile, sort, and verify the accuracy of data before it is entered.",compile sort and verify the accuracy of data before it is entered,Compile data or documentation.,"Compile records, documentation, or other data.",Processing Information,Data Entry Keyers,data entry keyers,43-9021.00,Data Entry Keyers,43-9021,43-9021.00,Data Entry and Information Processing Workers,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.3618280457441106,4.977640004065454,False,3.820621923076923,4.72,80.89,1.939255109360755,0.7045780467315234,E2,E1,41340.0,35130.0,40700.0,43200.0,33860.0,47010.0,43910.0,38560.0,37810.0,55170.0,38880.0,41270.0,47630.0,42810.0,42840.0,40550.0,43640.0,38290.0,36870.0,36920.0,48190.0,38970.0,47560.0,38080.0,44280.0,34540.0,41340.0,42340.0,39600.0,39260.0,43440.0,42470.0,49810.0,44860.0,39610.0,48300.0,40220.0,38590.0,41340.0,38810.0,44980.0,38070.0,34320.0,40490.0,38880.0,47180.0,43280.0,38900.0,47480.0,35900.0,38170.0,45870.0,25730.0,23940.0,33280.0,127080.0,1060.0,160.0,3420.0,1000.0,14520.0,1190.0,1290.0,410.0,200.0,7650.0,3410.0,210.0,540.0,5910.0,2370.0,1180.0,1210.0,2020.0,1800.0,140.0,1850.0,1590.0,3290.0,1360.0,530.0,2720.0,300.0,1260.0,800.0,790.0,4940.0,300.0,9470.0,3330.0,110.0,4530.0,1290.0,1840.0,5270.0,270.0,1490.0,30.0,2360.0,17850.0,2140.0,290.0,2890.0,1360.0,660.0,2360.0,140.0,100.0,2000.0,70.0
"Compile statistical, financial, accounting, or auditing reports and tables pertaining to such matters as cash receipts, expenditures, accounts payable and receivable, and profits and losses.",compile statistical financial accounting or auditing reports and tables pertaining to such matters as cash receipts expenditures accounts payable and receivable and profits and losses,Compile data or documentation.,"Compile records, documentation, or other data.",Processing Information,"Bookkeeping, Accounting, and Auditing Clerks",bookkeeping accounting and auditing clerks,43-3031.00,"Bookkeeping, Accounting, and Auditing Clerks",43-3031,43-3031.00,"Bookkeeping, Accounting, and Auditing Clerks",Financial Clerks,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.972402759724028,False,0.7222811538461539,3.97,62.68,0.6038224249569716,1.328155176977905,E2,E2,50670.0,44640.0,56430.0,50590.0,42840.0,59230.0,54000.0,59970.0,51780.0,65180.0,49330.0,49350.0,48730.0,48310.0,49560.0,47820.0,48180.0,47290.0,46550.0,44890.0,50510.0,53540.0,59830.0,48980.0,54600.0,42840.0,47990.0,47270.0,47110.0,50380.0,52450.0,58300.0,48080.0,58160.0,47930.0,49710.0,48810.0,46180.0,54060.0,48440.0,53280.0,47940.0,46340.0,48180.0,48910.0,49440.0,54720.0,51620.0,58620.0,42890.0,50340.0,47910.0,33280.0,28700.0,46490.0,1373680.0,19890.0,4580.0,22690.0,12510.0,151870.0,26140.0,14929.999999999998,4600.0,1790.0,88670.0,38700.0,5220.0,9540.0,51470.0,29910.0,14020.0,15380.000000000002,23480.0,18980.0,7390.0,18170.0,29110.0,37550.0,26850.0,12160.0,21400.0,6980.0,10050.0,15180.0,7180.0,37550.0,7779.999999999999,84280.0,48760.0,4290.0,45140.0,16490.0,21710.0,48920.0,4570.0,19980.0,10200.0,37680.0,122400.0,12650.0,2950.0,31990.0,32930.0,7620.000000000001,25960.0,3480.0,880.0,6650.0,280.0
"Compile statistics from source materials, such as production or sales records, quality-control or test records, time sheets, or survey sheets.",compile statistics from source materials such as production or sales records qualitycontrol or test records time sheets or survey sheets,Compile data or documentation.,"Compile records, documentation, or other data.",Processing Information,Statistical Assistants,statistical assistants,43-9111.00,Statistical Assistants,43-9111,43-9111.00,Statistical Assistants,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.990600000000001,False,1.0771792307692307,4.07,75.98,0.3563378696770093,0.5,E2,E1,50330.0,50330.0,50330.0,56900.0,50330.0,82580.0,50330.0,76140.0,50330.0,50330.0,57200.0,50330.0,40240.0,50330.0,63410.0,46860.0,50330.0,50330.0,45660.0,50330.0,48050.0,59690.0,70470.0,49660.0,58580.0,50330.0,58610.0,50330.0,59620.0,50330.0,50330.0,69480.0,50330.0,46520.0,50330.0,50330.0,47980.0,46010.0,50330.0,48740.0,50330.0,58970.0,50330.0,47780.0,43590.0,50330.0,50330.0,50330.0,63660.0,50330.0,53400.0,50330.0,50330.0,27490.0,50330.0,4710.0,64.0,10.0,100.0,39.0,110.0,86.0,160.0,15.0,21.0,90.0,147.0,40.0,26.0,183.0,270.0,80.0,43.0,100.0,58.0,40.0,100.0,190.0,370.0,89.0,35.0,90.0,15.0,170.0,47.0,21.0,110.0,26.0,292.0,250.0,13.0,70.0,30.0,59.0,280.0,15.0,40.0,14.0,390.0,423.0,52.0,9.0,124.0,200.0,21.0,60.0,8.0,2.0,230.0,1.0
"Compile terminology and information to be used in translations, including technical terms such as those for legal or medical material.",compile terminology and information to be used in translations including technical terms such as those for legal or medical material,Compile technical information or documentation.,"Compile records, documentation, or other data.",Processing Information,Interpreters and Translators,interpreters and translators,27-3091.00,Interpreters and Translators,27-3091,27-3091.00,Miscellaneous Media and Communication Workers,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0791498850065242,4.975726670066293,False,2.0100307692307693,4.45,90.04,0.6310785979590667,0.4,E1,E1,60170.0,46130.0,60170.0,50150.0,52490.0,70770.0,71790.0,68340.0,60170.0,109970.0,48930.0,57880.0,42270.0,66130.0,55290.0,48140.0,48150.0,47950.0,53590.0,48420.0,63470.0,88550.0,72750.0,45310.0,66410.0,57130.0,57010.0,47850.0,53050.0,50370.0,56370.0,58970.0,63550.0,84090.0,50030.0,48190.0,61230.0,48980.0,66300.0,57040.0,82320.0,50860.0,53140.0,51080.0,47510.0,65770.0,62450.0,63030.0,61750.0,60170.0,63390.0,60170.0,60170.0,42990.0,60170.0,52060.0,310.0,150.0,2070.0,220.0,5560.0,800.0000000000001,280.0,110.0,280.0,4200.0,1600.0000000000002,59.99999999999999,300.0,1510.0,1170.0,560.0,470.0,480.0,120.0,90.0,1150.0,2280.0,940.0,1030.0,80.0,440.0,59.99999999999999,570.0,320.0,240.0,870.0,360.0,3240.0,1780.0,130.0,2030.0,320.0,660.0,1420.0,200.00000000000003,520.0,230.0,710.0,6780.0,849.9999999999999,80.0,1630.0,1250.0,120.0,1410.0,93.0,22.0,130.0,11.0
"Compile, transcribe, and distribute minutes of meetings.",compile transcribe and distribute minutes of meetings,Compile data or documentation.,"Compile records, documentation, or other data.",Processing Information,Executive Secretaries and Executive Administrative Assistants,executive secretaries and executive administrative assistants,43-6011.00,Executive Secretaries and Executive Administrative Assistants,43-6011,43-6011.00,Secretaries and Administrative Assistants,Secretaries and Administrative Assistants,Office and Administrative Support Occupations,2026-05-31,0.0339213792885103,4.960400081649316,False,0.1179007692307692,3.58,64.95,0.0418116936425453,0.7999999999999999,E2,E1,76590.0,69450.0,66210.0,70770.0,51600.0,89000.0,65850.0,82520.0,78920.0,90850.0,64710.0,68290.0,80710.0,60200.0,74390.0,59080.0,62340.0,64860.0,62410.0,53240.0,64100.0,78540.0,82650.0,66840.0,78470.0,55670.0,60320.0,59750.0,66210.0,67830.0,71650.0,89520.0,73890.0,80640.0,70140.0,61270.0,69600.0,59910.0,75480.0,75270.0,77820.0,60890.0,55170.0,68190.0,71990.0,61130.0,70770.0,80330.0,79250.0,63820.0,68920.0,52210.0,43930.0,37120.0,56720.0,459910.0,2880.0,1320.0,6490.0,2070.0,59640.0,10340.0,6490.0,1320.0,4560.0,19220.0,14560.0,1440.0,1180.0,14900.0,5060.0,4150.0,2750.0,2700.0,9270.0,2320.0,13960.0,14820.0,9030.0,7970.0,1240.0,8500.0,550.0,1860.0,2670.0,1210.0,11690.0,2800.0,88890.0,8890.0,540.0,10940.0,2810.0,6000.0,12910.0,950.0,3880.0,1230.0,5360.0,34520.0,5440.0,770.0,10360.0,11560.0,860.0,4480.0,560.0,80.0,7100.0,170.0
"Compile, transcribe, and distribute minutes of meetings.",compile transcribe and distribute minutes of meetings,Transcribe spoken or written information.,Maintain operational records.,Documenting/Recording Information,Executive Secretaries and Executive Administrative Assistants,executive secretaries and executive administrative assistants,43-6011.00,Executive Secretaries and Executive Administrative Assistants,43-6011,43-6011.00,Secretaries and Administrative Assistants,Secretaries and Administrative Assistants,Office and Administrative Support Occupations,2026-05-31,0.0339213792885103,4.960400081649316,False,0.1179007692307692,3.58,64.95,0.0418116936425453,0.7999999999999999,E2,E1,76590.0,69450.0,66210.0,70770.0,51600.0,89000.0,65850.0,82520.0,78920.0,90850.0,64710.0,68290.0,80710.0,60200.0,74390.0,59080.0,62340.0,64860.0,62410.0,53240.0,64100.0,78540.0,82650.0,66840.0,78470.0,55670.0,60320.0,59750.0,66210.0,67830.0,71650.0,89520.0,73890.0,80640.0,70140.0,61270.0,69600.0,59910.0,75480.0,75270.0,77820.0,60890.0,55170.0,68190.0,71990.0,61130.0,70770.0,80330.0,79250.0,63820.0,68920.0,52210.0,43930.0,37120.0,56720.0,459910.0,2880.0,1320.0,6490.0,2070.0,59640.0,10340.0,6490.0,1320.0,4560.0,19220.0,14560.0,1440.0,1180.0,14900.0,5060.0,4150.0,2750.0,2700.0,9270.0,2320.0,13960.0,14820.0,9030.0,7970.0,1240.0,8500.0,550.0,1860.0,2670.0,1210.0,11690.0,2800.0,88890.0,8890.0,540.0,10940.0,2810.0,6000.0,12910.0,950.0,3880.0,1230.0,5360.0,34520.0,5440.0,770.0,10360.0,11560.0,860.0,4480.0,560.0,80.0,7100.0,170.0
"Compile, transcribe, and distribute minutes of meetings.",compile transcribe and distribute minutes of meetings,Record information from meetings or other formal proceedings.,Maintain operational records.,Documenting/Recording Information,Executive Secretaries and Executive Administrative Assistants,executive secretaries and executive administrative assistants,43-6011.00,Executive Secretaries and Executive Administrative Assistants,43-6011,43-6011.00,Secretaries and Administrative Assistants,Secretaries and Administrative Assistants,Office and Administrative Support Occupations,2026-05-31,0.0339213792885103,4.960400081649316,False,0.1179007692307692,3.58,64.95,0.0418116936425453,0.7999999999999999,E2,E1,76590.0,69450.0,66210.0,70770.0,51600.0,89000.0,65850.0,82520.0,78920.0,90850.0,64710.0,68290.0,80710.0,60200.0,74390.0,59080.0,62340.0,64860.0,62410.0,53240.0,64100.0,78540.0,82650.0,66840.0,78470.0,55670.0,60320.0,59750.0,66210.0,67830.0,71650.0,89520.0,73890.0,80640.0,70140.0,61270.0,69600.0,59910.0,75480.0,75270.0,77820.0,60890.0,55170.0,68190.0,71990.0,61130.0,70770.0,80330.0,79250.0,63820.0,68920.0,52210.0,43930.0,37120.0,56720.0,459910.0,2880.0,1320.0,6490.0,2070.0,59640.0,10340.0,6490.0,1320.0,4560.0,19220.0,14560.0,1440.0,1180.0,14900.0,5060.0,4150.0,2750.0,2700.0,9270.0,2320.0,13960.0,14820.0,9030.0,7970.0,1240.0,8500.0,550.0,1860.0,2670.0,1210.0,11690.0,2800.0,88890.0,8890.0,540.0,10940.0,2810.0,6000.0,12910.0,950.0,3880.0,1230.0,5360.0,34520.0,5440.0,770.0,10360.0,11560.0,860.0,4480.0,560.0,80.0,7100.0,170.0
"Complete administrative responsibilities, such as coordinating paperwork, scheduling case management activities, or writing lesson plans.",complete administrative responsibilities such as coordinating paperwork scheduling case management activities or writing lesson plans,Schedule patient procedures or appointments.,Schedule appointments.,Scheduling Work and Activities,Speech-Language Pathologists,speechlanguage pathologists,29-1127.00,Speech-Language Pathologists,29-1127,29-1127.00,Therapists,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.959433090274211,False,1.8055365384615385,4.31,100.0,0.1461706808593752,0.1,E2,E1,97870.0,73660.0,102670.0,97800.0,83580.0,118970.0,110750.0,100110.0,102760.0,109380.0,99990.0,96760.0,97560.0,84380.0,95080.0,87360.0,81050.0,80120.0,83550.0,69610.0,82660.0,99190.0,101310.0,89120.0,89380.0,78130.0,89280.0,78740.0,84350.0,104510.0,83040.0,101560.0,98690.0,100610.0,86460.0,75240.0,93300.0,84470.0,102660.0,92960.0,104000.0,90530.0,65680.0,84630.0,99910.0,91560.0,82090.0,96250.0,105550.0,80970.0,83000.0,82040.0,97870.0,49800.0,97870.0,183390.0,2060.0,340.0,3390.0,2430.0,16930.0,4420.0,2390.0,690.0,390.0,10080.0,4030.0,270.0,1210.0,9040.0,3310.0,1540.0,1690.0,2610.0,3000.0,640.0,3510.0,5290.0,4730.0,3890.0,1790.0,3230.0,490.0,1310.0,1270.0,720.0,6840.0,1250.0,15310.0,5600.0,630.0,7270.0,1870.0,1600.0,6570.0,720.0,2190.0,410.0,3320.0,19120.0,1460.0,430.0,4460.0,3570.0,880.0,2940.0,240.0,78.0,150.0,38.0
"Complete administrative responsibilities, such as coordinating paperwork, scheduling case management activities, or writing lesson plans.",complete administrative responsibilities such as coordinating paperwork scheduling case management activities or writing lesson plans,Prepare healthcare training materials.,Prepare informational or instructional materials.,Documenting/Recording Information,Speech-Language Pathologists,speechlanguage pathologists,29-1127.00,Speech-Language Pathologists,29-1127,29-1127.00,Therapists,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.959433090274211,False,1.8055365384615385,4.31,100.0,0.1461706808593752,0.1,E2,E1,97870.0,73660.0,102670.0,97800.0,83580.0,118970.0,110750.0,100110.0,102760.0,109380.0,99990.0,96760.0,97560.0,84380.0,95080.0,87360.0,81050.0,80120.0,83550.0,69610.0,82660.0,99190.0,101310.0,89120.0,89380.0,78130.0,89280.0,78740.0,84350.0,104510.0,83040.0,101560.0,98690.0,100610.0,86460.0,75240.0,93300.0,84470.0,102660.0,92960.0,104000.0,90530.0,65680.0,84630.0,99910.0,91560.0,82090.0,96250.0,105550.0,80970.0,83000.0,82040.0,97870.0,49800.0,97870.0,183390.0,2060.0,340.0,3390.0,2430.0,16930.0,4420.0,2390.0,690.0,390.0,10080.0,4030.0,270.0,1210.0,9040.0,3310.0,1540.0,1690.0,2610.0,3000.0,640.0,3510.0,5290.0,4730.0,3890.0,1790.0,3230.0,490.0,1310.0,1270.0,720.0,6840.0,1250.0,15310.0,5600.0,630.0,7270.0,1870.0,1600.0,6570.0,720.0,2190.0,410.0,3320.0,19120.0,1460.0,430.0,4460.0,3570.0,880.0,2940.0,240.0,78.0,150.0,38.0
"Complete administrative responsibilities, such as coordinating paperwork, scheduling case management activities, or writing lesson plans.",complete administrative responsibilities such as coordinating paperwork scheduling case management activities or writing lesson plans,Process healthcare paperwork.,Perform administrative or clerical activities.,Performing Administrative Activities,Speech-Language Pathologists,speechlanguage pathologists,29-1127.00,Speech-Language Pathologists,29-1127,29-1127.00,Therapists,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.959433090274211,False,1.8055365384615385,4.31,100.0,0.1461706808593752,0.1,E2,E1,97870.0,73660.0,102670.0,97800.0,83580.0,118970.0,110750.0,100110.0,102760.0,109380.0,99990.0,96760.0,97560.0,84380.0,95080.0,87360.0,81050.0,80120.0,83550.0,69610.0,82660.0,99190.0,101310.0,89120.0,89380.0,78130.0,89280.0,78740.0,84350.0,104510.0,83040.0,101560.0,98690.0,100610.0,86460.0,75240.0,93300.0,84470.0,102660.0,92960.0,104000.0,90530.0,65680.0,84630.0,99910.0,91560.0,82090.0,96250.0,105550.0,80970.0,83000.0,82040.0,97870.0,49800.0,97870.0,183390.0,2060.0,340.0,3390.0,2430.0,16930.0,4420.0,2390.0,690.0,390.0,10080.0,4030.0,270.0,1210.0,9040.0,3310.0,1540.0,1690.0,2610.0,3000.0,640.0,3510.0,5290.0,4730.0,3890.0,1790.0,3230.0,490.0,1310.0,1270.0,720.0,6840.0,1250.0,15310.0,5600.0,630.0,7270.0,1870.0,1600.0,6570.0,720.0,2190.0,410.0,3320.0,19120.0,1460.0,430.0,4460.0,3570.0,880.0,2940.0,240.0,78.0,150.0,38.0
"Complete administrative tasks, such as entering orders into computer, answering telephone calls, or maintaining medical or facility information.",complete administrative tasks such as entering orders into computer answering telephone calls or maintaining medical or facility information,Maintain medical records.,Maintain health or medical records.,Documenting/Recording Information,Psychiatric Aides,psychiatric aides,31-1013.00,Psychiatric Aides,31-1133,31-1133.00,"Nursing Assistants, Orderlies, and Psychiatric Aides","Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",Healthcare Support Occupations,2026-05-31,0.0030529241359659,4.875101791530944,False,2.412951923076923,4.08,73.94,0.1653421286573493,0.1,E2,E1,44910.0,27150.0,49300.0,44910.0,36270.0,47500.0,46130.0,44660.0,44910.0,44910.0,37930.0,36790.0,52310.0,44910.0,48670.0,44860.0,39260.0,38390.0,38610.0,30030.0,46720.0,51440.0,45300.0,45800.0,55040.0,30510.0,39840.0,46340.0,44910.0,51400.0,44910.0,45780.0,44910.0,50220.0,38400.0,44910.0,38480.0,44960.0,48300.0,44790.0,51100.0,36320.0,44910.0,44910.0,42560.0,40810.0,47860.0,37280.0,52570.0,37910.0,44910.0,44910.0,44910.0,44910.0,44910.0,35520.0,790.0,190.0,735.0,490.0,3760.0,300.0,520.0,110.0,159.0,2210.0,1090.0,30.0,195.0,120.0,1930.0,400.0,580.0,250.0,280.0,110.0,250.0,950.0,1410.0,620.0,2490.0,110.0,330.0,232.0,220.0,155.0,2060.0,198.0,5120.0,1121.0,97.0,980.0,388.0,1550.0,1620.0,130.0,200.0,104.0,744.0,1760.0,130.0,330.0,932.0,330.0,220.0,667.0,64.0,15.0,213.0,7.0
"Complete administrative tasks, such as entering orders into computer, answering telephone calls, or maintaining medical or facility information.",complete administrative tasks such as entering orders into computer answering telephone calls or maintaining medical or facility information,Perform clerical work in medical settings.,Perform administrative or clerical activities.,Performing Administrative Activities,Psychiatric Aides,psychiatric aides,31-1013.00,Psychiatric Aides,31-1133,31-1133.00,"Nursing Assistants, Orderlies, and Psychiatric Aides","Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",Healthcare Support Occupations,2026-05-31,0.0030529241359659,4.875101791530944,False,2.412951923076923,4.08,73.94,0.1653421286573493,0.1,E2,E1,44910.0,27150.0,49300.0,44910.0,36270.0,47500.0,46130.0,44660.0,44910.0,44910.0,37930.0,36790.0,52310.0,44910.0,48670.0,44860.0,39260.0,38390.0,38610.0,30030.0,46720.0,51440.0,45300.0,45800.0,55040.0,30510.0,39840.0,46340.0,44910.0,51400.0,44910.0,45780.0,44910.0,50220.0,38400.0,44910.0,38480.0,44960.0,48300.0,44790.0,51100.0,36320.0,44910.0,44910.0,42560.0,40810.0,47860.0,37280.0,52570.0,37910.0,44910.0,44910.0,44910.0,44910.0,44910.0,35520.0,790.0,190.0,735.0,490.0,3760.0,300.0,520.0,110.0,159.0,2210.0,1090.0,30.0,195.0,120.0,1930.0,400.0,580.0,250.0,280.0,110.0,250.0,950.0,1410.0,620.0,2490.0,110.0,330.0,232.0,220.0,155.0,2060.0,198.0,5120.0,1121.0,97.0,980.0,388.0,1550.0,1620.0,130.0,200.0,104.0,744.0,1760.0,130.0,330.0,932.0,330.0,220.0,667.0,64.0,15.0,213.0,7.0
"Complete and maintain accurate records or reports regarding the patients' histories and progress, services provided, or other required information.",complete and maintain accurate records or reports regarding the patients histories and progress services provided or other required information,Write reports or evaluations.,Present research or technical information.,Documenting/Recording Information,Substance Abuse and Behavioral Disorder Counselors,substance abuse and behavioral disorder counselors,21-1011.00,Substance Abuse and Behavioral Disorder Counselors,21-1011,21-1011.00,Counselors,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0030529241359659,4.84873949579832,False,3.911428846153846,4.82,100.0,1.010808386780105,0.3,E2,E1,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,172550.0,2330.0,359.0,3571.0,1437.0,20077.0,3168.0,1870.0,534.0,774.0,10946.0,5389.0,692.0,945.0,6722.0,3529.0,1719.0,1585.0,2205.0,2133.0,706.0,3046.0,4010.0,4854.0,3252.0,1282.0,3236.0,564.0,1129.0,1710.0,753.0,4724.0,960.0,10679.0,5447.0,473.0,6118.0,1882.0,2168.0,6685.0,553.0,2541.0,504.0,3614.0,15511.0,1913.0,335.0,4530.0,3914.0,773.0,3243.0,309.0,73.0,1035.0,35.0
"Complete and maintain accurate records or reports regarding the patients' histories and progress, services provided, or other required information.",complete and maintain accurate records or reports regarding the patients histories and progress services provided or other required information,Maintain client records.,Maintain health or medical records.,Documenting/Recording Information,Substance Abuse and Behavioral Disorder Counselors,substance abuse and behavioral disorder counselors,21-1011.00,Substance Abuse and Behavioral Disorder Counselors,21-1011,21-1011.00,Counselors,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0030529241359659,4.84873949579832,False,3.911428846153846,4.82,100.0,1.010808386780105,0.3,E2,E1,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,172550.0,2330.0,359.0,3571.0,1437.0,20077.0,3168.0,1870.0,534.0,774.0,10946.0,5389.0,692.0,945.0,6722.0,3529.0,1719.0,1585.0,2205.0,2133.0,706.0,3046.0,4010.0,4854.0,3252.0,1282.0,3236.0,564.0,1129.0,1710.0,753.0,4724.0,960.0,10679.0,5447.0,473.0,6118.0,1882.0,2168.0,6685.0,553.0,2541.0,504.0,3614.0,15511.0,1913.0,335.0,4530.0,3914.0,773.0,3243.0,309.0,73.0,1035.0,35.0
Complete form letters in response to requests or problems identified by correspondence.,complete form letters in response to requests or problems identified by correspondence,Prepare business correspondence.,Perform administrative or clerical activities.,Performing Administrative Activities,Correspondence Clerks,correspondence clerks,43-4021.00,Correspondence Clerks,43-4021,43-4021.00,Correspondence Clerks,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.927099999999999,False,0.5572961538461538,3.36,64.93,0.1007126747086765,0.3,E1,E1,46800.0,46800.0,46800.0,39900.0,46800.0,53640.0,45510.0,61310.0,46800.0,46800.0,46800.0,46800.0,46800.0,51010.0,46280.0,49710.0,46800.0,46800.0,46800.0,36790.0,49180.0,46800.0,46800.0,40780.0,46800.0,46800.0,43400.0,46800.0,49800.0,47820.0,49730.0,48510.0,46800.0,49360.0,42340.0,46800.0,49700.0,46800.0,61160.0,40270.0,46800.0,41710.0,46800.0,42390.0,48860.0,47450.0,46800.0,48310.0,46800.0,46800.0,47400.0,46800.0,46800.0,46800.0,46800.0,4290.0,58.0,9.0,110.0,36.0,240.0,50.0,70.0,13.0,19.0,350.0,150.0,17.0,40.0,50.0,70.0,43.0,39.0,55.0,60.0,40.0,76.0,100.0,40.0,81.0,32.0,70.0,14.0,60.0,130.0,120.0,40.0,24.0,540.0,50.0,12.0,40.0,47.0,110.0,140.0,14.0,130.0,13.0,100.0,830.0,140.0,8.0,113.0,97.0,19.0,81.0,8.0,2.0,26.0,1.0
Complete forms in accordance with company procedures.,complete forms in accordance with company procedures,"Prepare documentation for contracts, transactions, or regulatory compliance.","Prepare documentation for contracts, applications, or permits.",Documenting/Recording Information,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",secretaries and administrative assistants except legal medical and executive,43-6014.00,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",43-6014,43-6014.00,Secretaries and Administrative Assistants,Secretaries and Administrative Assistants,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.636316119590216,False,1.4317492307692308,3.78,94.0,0.1146074096926791,0.1,E1,E1,47540.0,41630.0,48530.0,47940.0,37630.0,55400.0,48690.0,57210.0,47970.0,59910.0,45900.0,41600.0,50830.0,43710.0,48310.0,44270.0,45150.0,42270.0,44200.0,38790.0,49820.0,48680.0,57940.0,46020.0,51400.0,37340.0,43540.0,43940.0,46760.0,46570.0,48080.0,50260.0,46450.0,49600.0,45790.0,47480.0,46230.0,39660.0,51740.0,46270.0,52140.0,44880.0,41700.0,45810.0,45140.0,47050.0,48920.0,47620.0,57330.0,40370.0,47710.0,45450.0,36030.0,25730.0,44040.0,1706790.0,45050.0,5390.0,31220.000000000004,8590.0,158630.0,29120.0,22650.0,6320.0,11800.0,104000.0,44430.0,7020.0,7570.0,74280.0,20100.0,12830.0,32120.000000000004,18420.0,28040.0,6740.0,54890.0,37750.0,40830.0,31330.0,14720.0,33180.0,4520.0,16240.000000000002,16790.0,9050.0,65960.0,25430.0,122490.0,43690.0,5800.0,54790.0,20120.0,23150.0,65310.0,5200.0,30180.0,6120.0,34580.0,149650.0,14870.0,3360.0,31580.000000000004,31710.0,8820.0,28100.0,2250.0,1610.0,17810.0,530.0
"Complete general financial activities, such as processing accounts payable, reviewing invoices, collecting cash payments, or issuing receipts.",complete general financial activities such as processing accounts payable reviewing invoices collecting cash payments or issuing receipts,Verify accuracy of financial or transactional data.,Evaluate the quality or accuracy of data.,Processing Information,File Clerks,file clerks,43-4071.00,File Clerks,43-4071,43-4071.00,File Clerks,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.9802,True,2.0984353846153847,4.17,61.5,0.9341746389891696,0.7,E0,E2,43600.0,38290.0,49910.0,43690.0,38470.0,49040.0,46490.0,44810.0,39940.0,43600.0,41750.0,41000.0,50630.0,45910.0,49920.0,39740.0,46560.0,42130.0,39250.0,32200.0,43910.0,44920.0,48310.0,43950.0,46640.0,31260.0,38400.0,38370.0,40640.0,44150.0,44390.0,44400.0,37700.0,44340.0,43260.0,42860.0,40650.0,39170.0,50660.0,42920.0,36400.0,39350.0,36640.0,43010.0,39480.0,41450.0,47540.0,39900.0,45830.0,31600.0,45130.0,43600.0,32360.0,25700.0,43600.0,73440.0,110.0,150.0,2190.0,310.0,9520.0,1130.0,350.0,227.0,329.0,6180.0,2570.0,100.0,540.0,3780.0,1430.0,430.0,570.0,250.0,680.0,210.0,880.0,600.0,1820.0,760.0,546.0,1000.0,410.0,750.0,1110.0,300.0,2310.0,340.0,2590.0,1970.0,60.0,1820.0,1440.0,970.0,2830.0,235.0,1210.0,215.0,2060.0,11340.0,510.0,70.0,2110.0,520.0,260.0,1550.0,70.0,31.0,330.0,15.0
"Complete reports related to project status, progress, or other work details, using computer software.",complete reports related to project status progress or other work details using computer software,Document operational activities.,Maintain operational records.,Documenting/Recording Information,"Radio, Cellular, and Tower Equipment Installers and Repairers",radio cellular and tower equipment installers and repairers,49-2021.00,"Radio, Cellular, and Tower Equipment Installers and Repairers",49-2021,49-2021.00,Radio and Telecommunications Equipment Installers and Repairers,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers","Installation, Maintenance, and Repair Occupations",2026-05-31,0.0226142528590069,4.829659725749111,False,0.6243188461538461,3.95,84.02,0.3024408676001046,1.080253274181668,E1,E1,63520.0,63520.0,79050.0,95040.0,63520.0,62840.0,56110.0,100890.0,60740.0,63520.0,60140.0,62010.0,65970.0,107250.0,61110.0,60840.0,50760.0,58010.0,49840.0,63520.0,51970.0,100800.0,60890.0,64130.0,76960.0,47960.0,52450.0,47000.0,52410.0,79380.0,62450.0,75930.0,65110.0,81070.0,47040.0,63520.0,72160.0,55880.0,61020.0,103010.0,63520.0,78250.0,63620.0,49140.0,77910.0,63520.0,59290.0,67790.0,79020.0,62170.0,57740.0,63520.0,37570.0,26640.0,63520.0,11140.0,150.0,50.0,100.0,93.0,1030.0,530.0,121.0,40.0,50.0,520.0,190.0,70.0,61.0,780.0,280.0,50.0,80.0,90.0,138.0,130.0,370.0,259.0,410.0,80.0,83.0,130.0,100.0,73.0,60.0,110.0,590.0,100.0,420.0,280.0,31.0,370.0,130.0,320.0,240.0,36.0,40.0,30.0,330.0,830.0,124.0,60.0,660.0,240.0,120.0,209.0,20.0,80.0,210.0,2.0
"Complete required paperwork, such as work orders, according to services performed or required.",complete required paperwork such as work orders according to services performed or required,Document operational activities.,Maintain operational records.,Documenting/Recording Information,Mechanical Door Repairers,mechanical door repairers,49-9011.00,Mechanical Door Repairers,49-9011,49-9011.00,Control and Valve Installers and Repairers,"Other Installation, Maintenance, and Repair Occupations","Installation, Maintenance, and Repair Occupations",2026-05-31,0.0030529241359659,4.671160669031931,False,2.234091923076923,4.03,99.58,0.1823565717862527,0.1,E1,E1,55720.0,37440.0,103550.0,51760.0,38290.0,59560.0,62460.0,48630.0,55720.0,55720.0,50020.0,51510.0,55720.0,51770.0,65090.0,60560.0,59640.0,47960.0,57840.0,47110.0,61140.0,56430.0,55770.0,52370.0,58870.0,47060.0,49100.0,51370.0,56760.0,47840.0,62390.0,67150.0,55720.0,60560.0,52050.0,55720.0,58250.0,46100.0,50090.0,54360.0,51160.0,49510.0,50500.0,51790.0,48190.0,64660.0,55720.0,50880.0,59930.0,45840.0,50390.0,51850.0,55720.0,25460.0,55720.0,27120.0,260.0,56.0,1540.0,230.0,2680.0,570.0,460.0,84.0,122.0,1770.0,970.0,109.0,180.0,1770.0,780.0,330.0,340.0,180.0,210.0,111.0,490.0,630.0,810.0,110.0,150.0,590.0,150.0,280.0,240.0,150.0,1290.0,151.0,1360.0,790.0,74.0,1190.0,610.0,320.0,1040.0,87.0,190.0,160.0,370.0,2010.0,301.0,53.0,380.0,550.0,60.0,390.0,60.0,12.0,163.0,6.0
Complete sales order tickets and submit for processing of client-requested transactions.,complete sales order tickets and submit for processing of clientrequested transactions,Prepare sales or other contracts.,"Prepare documentation for contracts, applications, or permits.",Documenting/Recording Information,"Securities, Commodities, and Financial Services Sales Agents",securities commodities and financial services sales agents,41-3031.00,"Securities, Commodities, and Financial Services Sales Agents",41-3031,41-3031.00,"Securities, Commodities, and Financial Services Sales Agents","Sales Representatives, Services",Sales and Related Occupations,2026-05-31,0.0226142528590069,4.760716831279911,False,2.511314230769231,4.47,76.17,0.147284299329754,0.1,E1,E1,78660.0,49230.0,76360.0,74840.0,54660.0,79730.0,67010.0,98560.0,83750.0,72010.0,62770.0,59990.0,57590.0,64620.0,99840.0,68290.0,64290.0,75810.0,59110.0,48040.0,59970.0,61660.0,100310.0,73480.0,83350.0,46680.0,78500.0,78660.0,82560.0,61490.0,78930.0,82420.0,60850.0,168340.0,74040.0,63670.0,73300.0,76080.0,76710.0,71840.0,78660.0,55390.0,86780.0,58050.0,78470.0,64660.0,88280.0,62910.0,75510.0,50050.0,74010.0,78660.0,78660.0,36930.0,35160.0,489570.0,4710.0,260.0,14600.0,2330.0,55860.0,12360.0,5730.0,2300.0,1500.0,42600.0,14950.0,420.0,1690.0,27920.0,6460.0,2300.0,2310.0,5340.0,4130.0,690.0,8420.0,14510.0,7160.0,8820.0,1950.0,8770.0,430.0,2150.0,3140.0,1530.0,15230.0,1690.0,55630.0,21890.0,740.0,13520.0,2310.0,2900.0,15510.0,1780.0,7230.0,730.0,11370.0,41640.0,4520.0,240.0,11320.0,8770.0,930.0,5980.0,280.0,208.0,970.0,80.0
Complete sales order tickets and submit for processing of client-requested transactions.,complete sales order tickets and submit for processing of clientrequested transactions,Process sales or other transactions.,Execute financial transactions.,Performing Administrative Activities,"Securities, Commodities, and Financial Services Sales Agents",securities commodities and financial services sales agents,41-3031.00,"Securities, Commodities, and Financial Services Sales Agents",41-3031,41-3031.00,"Securities, Commodities, and Financial Services Sales Agents","Sales Representatives, Services",Sales and Related Occupations,2026-05-31,0.0226142528590069,4.760716831279911,False,2.511314230769231,4.47,76.17,0.147284299329754,0.1,E1,E1,78660.0,49230.0,76360.0,74840.0,54660.0,79730.0,67010.0,98560.0,83750.0,72010.0,62770.0,59990.0,57590.0,64620.0,99840.0,68290.0,64290.0,75810.0,59110.0,48040.0,59970.0,61660.0,100310.0,73480.0,83350.0,46680.0,78500.0,78660.0,82560.0,61490.0,78930.0,82420.0,60850.0,168340.0,74040.0,63670.0,73300.0,76080.0,76710.0,71840.0,78660.0,55390.0,86780.0,58050.0,78470.0,64660.0,88280.0,62910.0,75510.0,50050.0,74010.0,78660.0,78660.0,36930.0,35160.0,489570.0,4710.0,260.0,14600.0,2330.0,55860.0,12360.0,5730.0,2300.0,1500.0,42600.0,14950.0,420.0,1690.0,27920.0,6460.0,2300.0,2310.0,5340.0,4130.0,690.0,8420.0,14510.0,7160.0,8820.0,1950.0,8770.0,430.0,2150.0,3140.0,1530.0,15230.0,1690.0,55630.0,21890.0,740.0,13520.0,2310.0,2900.0,15510.0,1780.0,7230.0,730.0,11370.0,41640.0,4520.0,240.0,11320.0,8770.0,930.0,5980.0,280.0,208.0,970.0,80.0
"Complete work schedules, manage calendars, and arrange appointments.",complete work schedules manage calendars and arrange appointments,Schedule appointments.,Schedule appointments.,Scheduling Work and Activities,"Office Clerks, General",office clerks general,43-9061.00,"Office Clerks, General",43-9061,43-9061.00,"Office Clerks, General",Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.7905419328250565,False,1.61707,3.73,67.21,0.3115141432304889,0.3,E2,E2,45010.0,31200.0,51890.0,46420.0,37050.0,48460.0,53550.0,48280.0,42740.0,55040.0,44450.0,40590.0,42340.0,44830.0,45730.0,44520.0,44310.0,32370.0,37870.0,32480.0,45300.0,47270.0,49940.0,44820.0,47840.0,34900.0,42370.0,46480.0,37820.0,45460.0,49020.0,48570.0,37130.0,45890.0,41770.0,50160.0,43680.0,37240.0,49910.0,44950.0,47830.0,36840.0,38560.0,38860.0,39000.0,44060.0,48310.0,46410.0,50500.0,35020.0,44980.0,42840.0,26470.0,23860.0,37330.0,2464940.0,13130.0,3440.0,52710.0,29940.0,311490.0,31770.0,23190.0,7230.0,5670.0,189700.0,75390.0,12930.0,20790.0,95980.0,58480.0,23120.0,2130.0,29750.0,31790.0,11260.0,27290.0,47940.0,88030.0,55530.0,17600.0,56050.0,10390.0,10000.0,20430.0,12740.0,65130.0,11880.0,134280.0,67930.0,8440.0,89310.0,31870.0,27980.0,107500.0,7700.0,42250.0,1720.0,49880.0,218470.0,36470.0,5100.0,66550.0,49050.0,9430.0,51440.0,6670.0,760.0,20190.0,560.0
"Complete work schedules, manage calendars, and arrange appointments.",complete work schedules manage calendars and arrange appointments,Prepare employee work schedules.,Assign work to others.,"Guiding, Directing, and Motivating Subordinates","Office Clerks, General",office clerks general,43-9061.00,"Office Clerks, General",43-9061,43-9061.00,"Office Clerks, General",Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.7905419328250565,False,1.61707,3.73,67.21,0.3115141432304889,0.3,E2,E2,45010.0,31200.0,51890.0,46420.0,37050.0,48460.0,53550.0,48280.0,42740.0,55040.0,44450.0,40590.0,42340.0,44830.0,45730.0,44520.0,44310.0,32370.0,37870.0,32480.0,45300.0,47270.0,49940.0,44820.0,47840.0,34900.0,42370.0,46480.0,37820.0,45460.0,49020.0,48570.0,37130.0,45890.0,41770.0,50160.0,43680.0,37240.0,49910.0,44950.0,47830.0,36840.0,38560.0,38860.0,39000.0,44060.0,48310.0,46410.0,50500.0,35020.0,44980.0,42840.0,26470.0,23860.0,37330.0,2464940.0,13130.0,3440.0,52710.0,29940.0,311490.0,31770.0,23190.0,7230.0,5670.0,189700.0,75390.0,12930.0,20790.0,95980.0,58480.0,23120.0,2130.0,29750.0,31790.0,11260.0,27290.0,47940.0,88030.0,55530.0,17600.0,56050.0,10390.0,10000.0,20430.0,12740.0,65130.0,11880.0,134280.0,67930.0,8440.0,89310.0,31870.0,27980.0,107500.0,7700.0,42250.0,1720.0,49880.0,218470.0,36470.0,5100.0,66550.0,49050.0,9430.0,51440.0,6670.0,760.0,20190.0,560.0
"Comply with all applicable standards, policies, or procedures, such as safety procedures or the maintenance of a clean work area.",comply with all applicable standards policies or procedures such as safety procedures or the maintenance of a clean work area,Determine operational compliance with regulations or standards.,Monitor operations to ensure compliance with regulations or standards.,"Monitoring Processes, Materials, or Surroundings","Heating, Air Conditioning, and Refrigeration Mechanics and Installers",heating air conditioning and refrigeration mechanics and installers,49-9021.00,"Heating, Air Conditioning, and Refrigeration Mechanics and Installers",49-9021,49-9021.00,"Heating, Air Conditioning, and Refrigeration Mechanics and Installers","Other Installation, Maintenance, and Repair Occupations","Installation, Maintenance, and Repair Occupations",2026-05-31,0.0030529241359659,4.808786418903418,True,3.2725615384615385,4.53,100.0,0.2646303093333333,0.1,E2,E0,61010.0,48370.0,77430.0,59400.0,48110.0,72560.0,65200.0,76610.0,62320.0,84390.0,56670.0,56390.0,65450.0,56240.0,77410.0,60430.0,60680.0,60460.0,58620.0,58650.0,63170.0,70020.0,77300.0,60850.0,76350.0,48680.0,59950.0,60850.0,59850.0,60510.0,73850.0,74450.0,50270.0,74430.0,57260.0,74490.0,62510.0,57560.0,62940.0,62400.0,67370.0,56610.0,61390.0,55490.0,57760.0,58730.0,62150.0,59730.0,75660.0,48850.0,61710.0,54700.0,40110.0,31480.0,45030.0,409670.0,8260.0,610.0,10860.0,4960.0,35130.0,8940.0,3800.0,1730.0,400.0,39160.0,12290.0,1300.0,4550.0,9740.0,8530.0,3840.0,3770.0,5100.0,5380.0,2250.0,8560.0,8200.0,12590.0,4200.0,2700.0,7220.0,1230.0,3020.0,4170.0,2560.0,10330.0,1950.0,24430.0,15230.0,970.0,14150.0,5650.0,3980.0,15880.0,1450.0,6920.0,1610.0,9740.0,34730.0,5580.0,970.0,14690.0,7370.0,1690.0,6630.0,690.0,240.0,1140.0,70.0
Compose and edit scripts or provide screenwriters with story outlines from which scripts can be written.,compose and edit scripts or provide screenwriters with story outlines from which scripts can be written,Edit written materials.,Edit written materials or documents.,Making Decisions and Solving Problems,Producers and Directors,producers and directors,27-2012.00,Producers and Directors,27-2012,27-2012.00,"Actors, Producers, and Directors","Entertainers and Performers, Sports and Related Workers","Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0113071264295034,4.373161394317952,False,2.189606923076924,3.91,61.27,0.9461926382339008,0.7999999999999999,E1,E1,90360.0,63340.0,54060.0,67320.0,38820.0,129790.0,78060.0,88260.0,72650.0,104270.0,79920.0,79950.0,66190.0,61150.0,81080.0,59870.0,58550.0,60600.0,54550.0,62920.0,71320.0,79350.0,80970.0,65720.0,76360.0,48100.0,66460.0,52580.0,52580.0,78480.0,61560.0,119840.0,90360.0,107550.0,63700.0,57870.0,69350.0,61600.0,87460.0,75460.0,84250.0,56030.0,60260.0,73020.0,71710.0,76350.0,55660.0,65900.0,81550.0,46660.0,66390.0,60420.0,90360.0,48820.0,90360.0,47706.66666666666,639.0,98.0,1057.0,430.0,20964.0,1205.0,1352.0,92.0,1623.0,4400.0,3079.0,313.0,234.0,1948.0,910.0,443.0,258.0,584.0,541.0,246.0,989.0,2114.0,1420.0,854.0,240.0,1002.0,240.0,289.0,1002.0,184.0,1825.0,320.0,17202.0,2151.0,104.0,989.0,473.0,1008.0,2581.0,344.0,731.0,104.0,1795.0,4062.0,1026.0,178.0,1733.0,1395.0,141.0,983.0,80.0,12.0,160.0,6.0
Compose and edit scripts or provide screenwriters with story outlines from which scripts can be written.,compose and edit scripts or provide screenwriters with story outlines from which scripts can be written,Write material for artistic or entertainment purposes.,Write material for artistic or commercial purposes.,Documenting/Recording Information,Producers and Directors,producers and directors,27-2012.00,Producers and Directors,27-2012,27-2012.00,"Actors, Producers, and Directors","Entertainers and Performers, Sports and Related Workers","Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0113071264295034,4.373161394317952,False,2.189606923076924,3.91,61.27,0.9461926382339008,0.7999999999999999,E1,E1,90360.0,63340.0,54060.0,67320.0,38820.0,129790.0,78060.0,88260.0,72650.0,104270.0,79920.0,79950.0,66190.0,61150.0,81080.0,59870.0,58550.0,60600.0,54550.0,62920.0,71320.0,79350.0,80970.0,65720.0,76360.0,48100.0,66460.0,52580.0,52580.0,78480.0,61560.0,119840.0,90360.0,107550.0,63700.0,57870.0,69350.0,61600.0,87460.0,75460.0,84250.0,56030.0,60260.0,73020.0,71710.0,76350.0,55660.0,65900.0,81550.0,46660.0,66390.0,60420.0,90360.0,48820.0,90360.0,47706.66666666666,639.0,98.0,1057.0,430.0,20964.0,1205.0,1352.0,92.0,1623.0,4400.0,3079.0,313.0,234.0,1948.0,910.0,443.0,258.0,584.0,541.0,246.0,989.0,2114.0,1420.0,854.0,240.0,1002.0,240.0,289.0,1002.0,184.0,1825.0,320.0,17202.0,2151.0,104.0,989.0,473.0,1008.0,2581.0,344.0,731.0,104.0,1795.0,4062.0,1026.0,178.0,1733.0,1395.0,141.0,983.0,80.0,12.0,160.0,6.0
"Compose business correspondence for supervisors, managers, and professionals.",compose business correspondence for supervisors managers and professionals,Prepare business correspondence.,Perform administrative or clerical activities.,Performing Administrative Activities,Insurance Claims and Policy Processing Clerks,insurance claims and policy processing clerks,43-9041.00,Insurance Claims and Policy Processing Clerks,43-9041,43-9041.00,Insurance Claims and Policy Processing Clerks,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.124378390724538,4.779958890030833,False,0.989573846153846,3.69,64.34,0.1894246958572903,0.4,E1,E1,49230.0,38140.0,48740.0,50530.0,45220.0,56800.0,58660.0,59760.0,49990.0,49230.0,47130.0,46590.0,47420.0,47200.0,48440.0,49240.0,46430.0,47960.0,48330.0,46800.0,58890.0,47070.0,52910.0,47860.0,58030.0,43840.0,46010.0,50890.0,48490.0,48300.0,60650.0,59810.0,41700.0,57790.0,48130.0,48390.0,48380.0,48650.0,50890.0,49420.0,49230.0,44650.0,45610.0,45720.0,49880.0,47120.0,49260.0,46430.0,60220.0,44740.0,49170.0,46870.0,49230.0,30910.0,49230.0,214260.0,2110.0,40.0,8350.0,1500.0,23470.0,1380.0,2430.0,720.0,961.0,15920.0,6370.0,380.0,580.0,9060.0,5190.0,2820.0,800.0,3030.0,1740.0,1710.0,1200.0,4820.0,6410.0,3580.0,1540.0,4510.0,360.0,2520.0,2880.0,820.0,5000.0,920.0,8120.0,6570.0,550.0,11160.0,1530.0,2640.0,7020.0,710.0,4110.0,1020.0,5470.0,24470.0,1880.0,390.0,5950.0,3730.0,1330.0,5140.0,170.0,91.0,1920.0,44.0
"Compose descriptions of merchandise for posting to online storefront, auction sites, or other shopping Web sites.",compose descriptions of merchandise for posting to online storefront auction sites or other shopping web sites,Create marketing materials.,Develop marketing or promotional materials.,Thinking Creatively,Online Merchants,online merchants,13-1199.06,Online Merchants,13-1199,13-1199.06,Miscellaneous Business Operations Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.1469926435835449,4.940126366462741,False,1.332948846153846,4.25,82.56,0.0926059620101765,0.1,E2,E1,83050.0,100240.0,94740.0,83280.0,61240.0,87570.0,92520.0,85530.0,95040.0,108160.0,79650.0,78410.0,92620.0,76400.0,82070.0,79030.0,80470.0,83350.0,74690.0,63220.0,78830.0,101500.0,93270.0,81810.0,77820.0,76980.0,80420.0,74990.0,77980.0,67330.0,83740.0,91060.0,79100.0,83450.0,80230.0,80500.0,79350.0,93640.0,77170.0,80590.0,88130.0,79110.0,85340.0,78690.0,80820.0,80190.0,71710.0,85200.0,100360.0,69240.0,67370.0,74060.0,88610.0,46700.0,65170.0,304887.0,7842.0,2266.0,13698.0,9199.0,173886.0,51235.0,6316.0,1795.0,42395.0,74300.0,75669.0,4030.0,3074.0,36954.0,7056.0,11106.0,11005.0,6585.0,19083.0,4745.0,44672.0,20092.0,23491.0,18410.0,4633.0,15770.0,5340.0,2849.0,10254.0,2154.0,38378.0,9480.0,32298.0,46198.0,2031.0,35551.0,6395.0,16738.0,30570.0,2513.0,9996.0,1055.0,13227.0,116975.0,3380.0,2737.0,50663.0,57943.0,4566.0,13698.0,1986.0,527.0,10500.0,415.0
Compose explanatory summaries of contents of books and other reference materials.,compose explanatory summaries of contents of books and other reference materials,"Write articles, books or other original materials in area of expertise.",Write material for artistic or commercial purposes.,Documenting/Recording Information,Library Technicians,library technicians,25-4031.00,Library Technicians,25-4031,25-4031.00,Library Technicians,"Librarians, Curators, and Archivists",Educational Instruction and Library Occupations,2026-05-31,0.0565356321475172,4.946301314865,False,0.9634915384615385,3.14,31.68,0.3533956716935566,0.7,E1,E1,44580.0,37150.0,46940.0,40510.0,28570.0,53260.0,46680.0,57060.0,47580.0,61040.0,41080.0,37320.0,50870.0,34510.0,47120.0,35560.0,38590.0,41960.0,35700.0,39180.0,44520.0,48920.0,50430.0,34680.0,51110.0,27080.0,39160.0,38220.0,36920.0,45650.0,48650.0,48840.0,38830.0,50060.0,46520.0,39240.0,37920.0,29440.0,49970.0,46100.0,48740.0,36070.0,29590.0,36400.0,38640.0,40160.0,50090.0,45560.0,62570.0,30300.0,35000.0,26850.0,44580.0,35890.0,44580.0,68690.0,390.0,220.0,820.0,390.0,7190.0,2250.0,930.0,210.0,390.0,3070.0,2130.0,110.0,520.0,2140.0,1470.0,1510.0,480.0,670.0,1410.0,320.0,1980.0,1910.0,2180.0,1180.0,270.0,1360.0,370.0,710.0,410.0,280.0,1060.0,540.0,3390.0,2350.0,370.0,4020.0,830.0,1810.0,1560.0,160.0,650.0,650.0,390.0,5180.0,310.0,150.0,2580.0,1850.0,280.0,2890.0,400.0,29.0,250.0,14.0
"Compose letters in reply to correspondence concerning such items as requests for merchandise, damage claims, credit information requests, delinquent accounts, incorrect billing, or unsatisfactory service.",compose letters in reply to correspondence concerning such items as requests for merchandise damage claims credit information requests delinquent accounts incorrect billing or unsatisfactory service,Prepare business correspondence.,Perform administrative or clerical activities.,Performing Administrative Activities,Correspondence Clerks,correspondence clerks,43-4021.00,Correspondence Clerks,43-4021,43-4021.00,Correspondence Clerks,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.778688524590164,False,0.9843084615384616,3.78,70.52,0.8181866776704654,1.305937505122662,E1,E1,46800.0,46800.0,46800.0,39900.0,46800.0,53640.0,45510.0,61310.0,46800.0,46800.0,46800.0,46800.0,46800.0,51010.0,46280.0,49710.0,46800.0,46800.0,46800.0,36790.0,49180.0,46800.0,46800.0,40780.0,46800.0,46800.0,43400.0,46800.0,49800.0,47820.0,49730.0,48510.0,46800.0,49360.0,42340.0,46800.0,49700.0,46800.0,61160.0,40270.0,46800.0,41710.0,46800.0,42390.0,48860.0,47450.0,46800.0,48310.0,46800.0,46800.0,47400.0,46800.0,46800.0,46800.0,46800.0,4290.0,58.0,9.0,110.0,36.0,240.0,50.0,70.0,13.0,19.0,350.0,150.0,17.0,40.0,50.0,70.0,43.0,39.0,55.0,60.0,40.0,76.0,100.0,40.0,81.0,32.0,70.0,14.0,60.0,130.0,120.0,40.0,24.0,540.0,50.0,12.0,40.0,47.0,110.0,140.0,14.0,130.0,13.0,100.0,830.0,140.0,8.0,113.0,97.0,19.0,81.0,8.0,2.0,26.0,1.0
Compose songs or create vocal arrangements.,compose songs or create vocal arrangements,"Create musical compositions, arrangements or scores.",Create artistic designs or performances.,Thinking Creatively,Musicians and Singers,musicians and singers,27-2042.00,Musicians and Singers,27-2042,27-2042.00,"Musicians, Singers, and Related Workers","Entertainers and Performers, Sports and Related Workers","Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0113071264295034,4.9163,False,0.986846923076923,3.27,34.72,0.8413304144611835,1.728627004717689,E0,E1,99424.0,49483.2,99424.0,99424.0,99424.0,91166.4,96241.6,105560.0,99424.0,99424.0,104977.6,99424.0,109387.2,99424.0,110489.6,83033.6,74152.0,59571.2,99424.0,99424.0,74380.8,81057.59999999999,80953.6,76190.40000000001,111571.2,99424.0,81577.59999999999,97427.2,99424.0,136156.8,99424.0,99424.0,93891.2,99424.0,120556.8,99424.0,69388.8,99424.0,99424.0,99424.0,99424.0,40081.6,99424.0,99424.0,69867.20000000001,45718.4,45385.6,105248.0,96824.0,99424.0,76148.8,99424.0,99424.0,99424.0,99424.0,36180.0,190.0,75.0,410.0,110.0,6840.0,420.0,520.0,112.0,200.0,2130.0,540.0,740.0,198.0,1300.0,400.0,250.0,260.0,130.0,150.0,30.0,570.0,680.0,1340.0,540.0,80.0,620.0,260.0,237.0,260.0,158.0,570.0,60.0,5470.0,750.0,99.0,1760.0,280.0,1310.0,1160.0,116.0,330.0,106.0,1860.0,1430.0,230.0,30.0,400.0,750.0,162.0,380.0,65.0,15.0,90.0,7.0
"Compose, type, and distribute meeting notes, routine correspondence, or reports, such as presentations or expense, statistical, or monthly reports.",compose type and distribute meeting notes routine correspondence or reports such as presentations or expense statistical or monthly reports,Record information from meetings or other formal proceedings.,Maintain operational records.,Documenting/Recording Information,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",secretaries and administrative assistants except legal medical and executive,43-6014.00,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",43-6014,43-6014.00,Secretaries and Administrative Assistants,Secretaries and Administrative Assistants,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.86617829137433,False,1.2949642307692306,3.83,83.49,0.6495310397887145,0.7,E0,E1,47540.0,41630.0,48530.0,47940.0,37630.0,55400.0,48690.0,57210.0,47970.0,59910.0,45900.0,41600.0,50830.0,43710.0,48310.0,44270.0,45150.0,42270.0,44200.0,38790.0,49820.0,48680.0,57940.0,46020.0,51400.0,37340.0,43540.0,43940.0,46760.0,46570.0,48080.0,50260.0,46450.0,49600.0,45790.0,47480.0,46230.0,39660.0,51740.0,46270.0,52140.0,44880.0,41700.0,45810.0,45140.0,47050.0,48920.0,47620.0,57330.0,40370.0,47710.0,45450.0,36030.0,25730.0,44040.0,1706790.0,45050.0,5390.0,31220.000000000004,8590.0,158630.0,29120.0,22650.0,6320.0,11800.0,104000.0,44430.0,7020.0,7570.0,74280.0,20100.0,12830.0,32120.000000000004,18420.0,28040.0,6740.0,54890.0,37750.0,40830.0,31330.0,14720.0,33180.0,4520.0,16240.000000000002,16790.0,9050.0,65960.0,25430.0,122490.0,43690.0,5800.0,54790.0,20120.0,23150.0,65310.0,5200.0,30180.0,6120.0,34580.0,149650.0,14870.0,3360.0,31580.000000000004,31710.0,8820.0,28100.0,2250.0,1610.0,17810.0,530.0
"Compose, type, and distribute meeting notes, routine correspondence, or reports, such as presentations or expense, statistical, or monthly reports.",compose type and distribute meeting notes routine correspondence or reports such as presentations or expense statistical or monthly reports,Issue documentation or identification to customers or employees.,Issue documentation.,Performing Administrative Activities,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",secretaries and administrative assistants except legal medical and executive,43-6014.00,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",43-6014,43-6014.00,Secretaries and Administrative Assistants,Secretaries and Administrative Assistants,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.86617829137433,False,1.2949642307692306,3.83,83.49,0.6495310397887145,0.7,E0,E1,47540.0,41630.0,48530.0,47940.0,37630.0,55400.0,48690.0,57210.0,47970.0,59910.0,45900.0,41600.0,50830.0,43710.0,48310.0,44270.0,45150.0,42270.0,44200.0,38790.0,49820.0,48680.0,57940.0,46020.0,51400.0,37340.0,43540.0,43940.0,46760.0,46570.0,48080.0,50260.0,46450.0,49600.0,45790.0,47480.0,46230.0,39660.0,51740.0,46270.0,52140.0,44880.0,41700.0,45810.0,45140.0,47050.0,48920.0,47620.0,57330.0,40370.0,47710.0,45450.0,36030.0,25730.0,44040.0,1706790.0,45050.0,5390.0,31220.000000000004,8590.0,158630.0,29120.0,22650.0,6320.0,11800.0,104000.0,44430.0,7020.0,7570.0,74280.0,20100.0,12830.0,32120.000000000004,18420.0,28040.0,6740.0,54890.0,37750.0,40830.0,31330.0,14720.0,33180.0,4520.0,16240.000000000002,16790.0,9050.0,65960.0,25430.0,122490.0,43690.0,5800.0,54790.0,20120.0,23150.0,65310.0,5200.0,30180.0,6120.0,34580.0,149650.0,14870.0,3360.0,31580.000000000004,31710.0,8820.0,28100.0,2250.0,1610.0,17810.0,530.0
"Compose, type, and distribute meeting notes, routine correspondence, or reports, such as presentations or expense, statistical, or monthly reports.",compose type and distribute meeting notes routine correspondence or reports such as presentations or expense statistical or monthly reports,Distribute materials to employees or customers.,"Distribute materials, supplies, or resources.",Monitoring and Controlling Resources,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",secretaries and administrative assistants except legal medical and executive,43-6014.00,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",43-6014,43-6014.00,Secretaries and Administrative Assistants,Secretaries and Administrative Assistants,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.86617829137433,False,1.2949642307692306,3.83,83.49,0.6495310397887145,0.7,E0,E1,47540.0,41630.0,48530.0,47940.0,37630.0,55400.0,48690.0,57210.0,47970.0,59910.0,45900.0,41600.0,50830.0,43710.0,48310.0,44270.0,45150.0,42270.0,44200.0,38790.0,49820.0,48680.0,57940.0,46020.0,51400.0,37340.0,43540.0,43940.0,46760.0,46570.0,48080.0,50260.0,46450.0,49600.0,45790.0,47480.0,46230.0,39660.0,51740.0,46270.0,52140.0,44880.0,41700.0,45810.0,45140.0,47050.0,48920.0,47620.0,57330.0,40370.0,47710.0,45450.0,36030.0,25730.0,44040.0,1706790.0,45050.0,5390.0,31220.000000000004,8590.0,158630.0,29120.0,22650.0,6320.0,11800.0,104000.0,44430.0,7020.0,7570.0,74280.0,20100.0,12830.0,32120.000000000004,18420.0,28040.0,6740.0,54890.0,37750.0,40830.0,31330.0,14720.0,33180.0,4520.0,16240.000000000002,16790.0,9050.0,65960.0,25430.0,122490.0,43690.0,5800.0,54790.0,20120.0,23150.0,65310.0,5200.0,30180.0,6120.0,34580.0,149650.0,14870.0,3360.0,31580.000000000004,31710.0,8820.0,28100.0,2250.0,1610.0,17810.0,530.0
"Compose, type, and mail customer statements and other correspondence related to issues such as discrepancies and outstanding unpaid items.",compose type and mail customer statements and other correspondence related to issues such as discrepancies and outstanding unpaid items,Prepare business correspondence.,Perform administrative or clerical activities.,Performing Administrative Activities,Tellers,tellers,43-3071.00,Tellers,43-3071,43-3071.00,Tellers,Financial Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.842551886310193,True,1.0363392307692307,3.75,42.32,0.698870109842781,1.245557043657674,E1,E1,43030.0,37350.0,46770.0,45250.0,35710.0,46900.0,46060.0,46320.0,45340.0,45590.0,45580.0,41690.0,43910.0,42380.0,38670.0,38730.0,38450.0,36840.0,37210.0,35680.0,42890.0,46010.0,46900.0,39240.0,44190.0,36810.0,36650.0,38080.0,38140.0,44980.0,44460.0,47210.0,37680.0,44400.0,44830.0,39300.0,39810.0,35840.0,44440.0,40200.0,45300.0,42280.0,38460.0,36750.0,38050.0,38370.0,44030.0,45120.0,47670.0,34560.0,39640.0,38290.0,43030.0,30430.0,32750.0,329480.0,6770.0,1020.0,3770.0,4250.0,25230.0,5370.0,3220.0,1400.0,700.0,14700.0,7820.0,1760.0,2690.0,16960.0,8400.0,5470.0,4720.0,5350.0,4900.0,2410.0,3860.0,7190.0,13420.0,5740.0,3750.0,10030.0,1660.0,4590.0,1850.0,1550.0,10270.0,2330.0,15040.0,5260.0,1990.0,13890.0,7230.0,2990.0,14800.0,830.0,4400.0,1560.0,7560.0,25860.0,4790.0,930.0,7410.000000000001,9180.0,2620.0,9030.0,970.0,140.0,2850.0,130.0
"Compose, type, and mail customer statements and other correspondence related to issues such as discrepancies and outstanding unpaid items.",compose type and mail customer statements and other correspondence related to issues such as discrepancies and outstanding unpaid items,Issue documentation or identification to customers or employees.,Issue documentation.,Performing Administrative Activities,Tellers,tellers,43-3071.00,Tellers,43-3071,43-3071.00,Tellers,Financial Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.842551886310193,True,1.0363392307692307,3.75,42.32,0.698870109842781,1.245557043657674,E1,E1,43030.0,37350.0,46770.0,45250.0,35710.0,46900.0,46060.0,46320.0,45340.0,45590.0,45580.0,41690.0,43910.0,42380.0,38670.0,38730.0,38450.0,36840.0,37210.0,35680.0,42890.0,46010.0,46900.0,39240.0,44190.0,36810.0,36650.0,38080.0,38140.0,44980.0,44460.0,47210.0,37680.0,44400.0,44830.0,39300.0,39810.0,35840.0,44440.0,40200.0,45300.0,42280.0,38460.0,36750.0,38050.0,38370.0,44030.0,45120.0,47670.0,34560.0,39640.0,38290.0,43030.0,30430.0,32750.0,329480.0,6770.0,1020.0,3770.0,4250.0,25230.0,5370.0,3220.0,1400.0,700.0,14700.0,7820.0,1760.0,2690.0,16960.0,8400.0,5470.0,4720.0,5350.0,4900.0,2410.0,3860.0,7190.0,13420.0,5740.0,3750.0,10030.0,1660.0,4590.0,1850.0,1550.0,10270.0,2330.0,15040.0,5260.0,1990.0,13890.0,7230.0,2990.0,14800.0,830.0,4400.0,1560.0,7560.0,25860.0,4790.0,930.0,7410.000000000001,9180.0,2620.0,9030.0,970.0,140.0,2850.0,130.0
"Compose, type, and mail customer statements and other correspondence related to issues such as discrepancies and outstanding unpaid items.",compose type and mail customer statements and other correspondence related to issues such as discrepancies and outstanding unpaid items,"Send information, materials or documentation.",Process shipments or mail.,Performing Administrative Activities,Tellers,tellers,43-3071.00,Tellers,43-3071,43-3071.00,Tellers,Financial Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.842551886310193,True,1.0363392307692307,3.75,42.32,0.698870109842781,1.245557043657674,E1,E1,43030.0,37350.0,46770.0,45250.0,35710.0,46900.0,46060.0,46320.0,45340.0,45590.0,45580.0,41690.0,43910.0,42380.0,38670.0,38730.0,38450.0,36840.0,37210.0,35680.0,42890.0,46010.0,46900.0,39240.0,44190.0,36810.0,36650.0,38080.0,38140.0,44980.0,44460.0,47210.0,37680.0,44400.0,44830.0,39300.0,39810.0,35840.0,44440.0,40200.0,45300.0,42280.0,38460.0,36750.0,38050.0,38370.0,44030.0,45120.0,47670.0,34560.0,39640.0,38290.0,43030.0,30430.0,32750.0,329480.0,6770.0,1020.0,3770.0,4250.0,25230.0,5370.0,3220.0,1400.0,700.0,14700.0,7820.0,1760.0,2690.0,16960.0,8400.0,5470.0,4720.0,5350.0,4900.0,2410.0,3860.0,7190.0,13420.0,5740.0,3750.0,10030.0,1660.0,4590.0,1850.0,1550.0,10270.0,2330.0,15040.0,5260.0,1990.0,13890.0,7230.0,2990.0,14800.0,830.0,4400.0,1560.0,7560.0,25860.0,4790.0,930.0,7410.000000000001,9180.0,2620.0,9030.0,970.0,140.0,2850.0,130.0
"Compute and analyze data, using statistical formulas and computers or calculators.",compute and analyze data using statistical formulas and computers or calculators,Analyze operational or research data.,Analyze data to improve operations.,Analyzing Data or Information,Statistical Assistants,statistical assistants,43-9111.00,Statistical Assistants,43-9111,43-9111.00,Statistical Assistants,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.2148354021605657,4.786752179577112,False,2.1008246153846155,4.51,92.28,4.44565162898344,2.667317551186875,E2,E1,50330.0,50330.0,50330.0,56900.0,50330.0,82580.0,50330.0,76140.0,50330.0,50330.0,57200.0,50330.0,40240.0,50330.0,63410.0,46860.0,50330.0,50330.0,45660.0,50330.0,48050.0,59690.0,70470.0,49660.0,58580.0,50330.0,58610.0,50330.0,59620.0,50330.0,50330.0,69480.0,50330.0,46520.0,50330.0,50330.0,47980.0,46010.0,50330.0,48740.0,50330.0,58970.0,50330.0,47780.0,43590.0,50330.0,50330.0,50330.0,63660.0,50330.0,53400.0,50330.0,50330.0,27490.0,50330.0,4710.0,64.0,10.0,100.0,39.0,110.0,86.0,160.0,15.0,21.0,90.0,147.0,40.0,26.0,183.0,270.0,80.0,43.0,100.0,58.0,40.0,100.0,190.0,370.0,89.0,35.0,90.0,15.0,170.0,47.0,21.0,110.0,26.0,292.0,250.0,13.0,70.0,30.0,59.0,280.0,15.0,40.0,14.0,390.0,423.0,52.0,9.0,124.0,200.0,21.0,60.0,8.0,2.0,230.0,1.0
Compute and compare costs of services.,compute and compare costs of services,"Assess the cost effectiveness of products, projects, or services.","Evaluate the characteristics, usefulness, or performance of products or technologies.","Judging the Qualities of Objects, Services, or People","Sales Representatives, Services, All Other",sales representatives services all other,41-3099.00,"Sales Representatives of Services, Except Advertising, Insurance, Financial Services, and Travel",41-3091,41-3091.00,"Miscellaneous Sales Representatives, Services","Sales Representatives, Services",Sales and Related Occupations,2026-05-31,0.0113071264295034,4.841382765531063,False,0.1290299038461538,3.921666666666667,96.96833333333332,0.4897788982043745,1.916344601524204,E2,E2,69990.0,58840.0,69610.0,72920.0,50570.0,80850.0,79810.0,76940.0,67540.0,76770.0,60660.0,75280.0,58500.0,58930.0,66900.0,63960.0,62420.0,62580.0,52750.0,55200.0,63900.0,63310.0,83760.0,73380.0,75370.0,48440.0,60440.0,58720.0,57770.0,62450.0,71510.0,79200.0,61880.0,92190.0,62620.0,66060.0,59390.0,54990.0,67040.0,64480.0,81450.0,58510.0,61770.0,60230.0,61680.0,62580.0,77530.0,72640.0,79920.0,50240.0,64020.0,58970.0,37170.0,28580.0,42980.0,1256010.0,12840.0,900.0,26340.0,5750.0,156110.0,37810.0,11420.0,2910.0,3120.0,107650.0,46960.0,3450.0,5030.0,69910.0,21950.0,6530.0,12480.0,11860.0,8200.0,2120.0,21580.0,32300.0,27160.0,19220.0,3730.0,14100.0,1730.0,6110.0,10950.0,4670.0,44980.0,3790.0,80510.0,46039.99999999999,1620.0,38440.0,9710.0,10440.0,39920.0,4023.0,21070.0,630.0,21600.0,135030.0,16210.000000000002,1130.0,41390.0,18950.0,2130.0,22720.0,750.0,160.0,2940.0,80.0
Compute and compare costs of services.,compute and compare costs of services,Calculate costs of goods or services.,Determine values or prices of goods or services.,Making Decisions and Solving Problems,"Sales Representatives, Services, All Other",sales representatives services all other,41-3099.00,"Sales Representatives of Services, Except Advertising, Insurance, Financial Services, and Travel",41-3091,41-3091.00,"Miscellaneous Sales Representatives, Services","Sales Representatives, Services",Sales and Related Occupations,2026-05-31,0.0113071264295034,4.841382765531063,False,0.1290299038461538,3.921666666666667,96.96833333333332,0.4897788982043745,1.916344601524204,E2,E2,69990.0,58840.0,69610.0,72920.0,50570.0,80850.0,79810.0,76940.0,67540.0,76770.0,60660.0,75280.0,58500.0,58930.0,66900.0,63960.0,62420.0,62580.0,52750.0,55200.0,63900.0,63310.0,83760.0,73380.0,75370.0,48440.0,60440.0,58720.0,57770.0,62450.0,71510.0,79200.0,61880.0,92190.0,62620.0,66060.0,59390.0,54990.0,67040.0,64480.0,81450.0,58510.0,61770.0,60230.0,61680.0,62580.0,77530.0,72640.0,79920.0,50240.0,64020.0,58970.0,37170.0,28580.0,42980.0,1256010.0,12840.0,900.0,26340.0,5750.0,156110.0,37810.0,11420.0,2910.0,3120.0,107650.0,46960.0,3450.0,5030.0,69910.0,21950.0,6530.0,12480.0,11860.0,8200.0,2120.0,21580.0,32300.0,27160.0,19220.0,3730.0,14100.0,1730.0,6110.0,10950.0,4670.0,44980.0,3790.0,80510.0,46039.99999999999,1620.0,38440.0,9710.0,10440.0,39920.0,4023.0,21070.0,630.0,21600.0,135030.0,16210.000000000002,1130.0,41390.0,18950.0,2130.0,22720.0,750.0,160.0,2940.0,80.0
Compute and record totals of transactions.,compute and record totals of transactions,Calculate costs of goods or services.,Determine values or prices of goods or services.,Making Decisions and Solving Problems,Cashiers,cashiers,41-2011.00,Cashiers,41-2011,41-2011.00,Cashiers,Retail Sales Workers,Sales and Related Occupations,2026-05-31,0.0030529241359659,4.775,False,3.440396923076923,4.4,65.55,0.2275593598527586,0.1,E2,E1,32880.0,28250.0,36130.0,34600.0,27670.0,37100.0,36870.0,35550.0,33490.0,38880.0,30530.0,29070.0,36780.0,30370.0,34490.0,29670.0,28970.0,28800.0,28590.0,26750.0,34930.0,34390.0,35520.0,29740.0,34620.0,26390.0,30520.0,34190.0,30250.0,29870.0,33840.0,34590.0,30120.0,35500.0,28880.0,31460.0,29260.0,28180.0,35300.0,29220.0,34860.0,28530.0,29780.0,28590.0,29230.0,31600.0,35720.0,30580.0,38720.0,26370.0,30880.0,30810.0,21610.0,22140.0,28040.0,3089410.0,46420.0,5810.0,72570.0,28270.0,336110.0,51670.0,30920.0,11450.0,6060.0,201370.0,97540.0,10780.0,17200.0,139630.0,68350.0,41450.0,33080.0,44550.0,46350.0,14240.0,49910.0,58880.0,92930.0,58190.0,30490.0,69430.0,12170.0,20650.0,30160.0,17250.0,107680.0,19020.0,158890.0,106440.0,9510.0,103020.0,41140.0,37660.0,110950.0,9260.0,56550.0,12860.0,63350.0,245730.0,22940.0,7030.0,83890.0,61050.0,17360.0,65380.0,5840.0,1620.0,27320.0,770.0
Compute and record totals of transactions.,compute and record totals of transactions,Maintain records of sales or other business transactions.,Maintain sales or financial records.,Documenting/Recording Information,Cashiers,cashiers,41-2011.00,Cashiers,41-2011,41-2011.00,Cashiers,Retail Sales Workers,Sales and Related Occupations,2026-05-31,0.0030529241359659,4.775,False,3.440396923076923,4.4,65.55,0.2275593598527586,0.1,E2,E1,32880.0,28250.0,36130.0,34600.0,27670.0,37100.0,36870.0,35550.0,33490.0,38880.0,30530.0,29070.0,36780.0,30370.0,34490.0,29670.0,28970.0,28800.0,28590.0,26750.0,34930.0,34390.0,35520.0,29740.0,34620.0,26390.0,30520.0,34190.0,30250.0,29870.0,33840.0,34590.0,30120.0,35500.0,28880.0,31460.0,29260.0,28180.0,35300.0,29220.0,34860.0,28530.0,29780.0,28590.0,29230.0,31600.0,35720.0,30580.0,38720.0,26370.0,30880.0,30810.0,21610.0,22140.0,28040.0,3089410.0,46420.0,5810.0,72570.0,28270.0,336110.0,51670.0,30920.0,11450.0,6060.0,201370.0,97540.0,10780.0,17200.0,139630.0,68350.0,41450.0,33080.0,44550.0,46350.0,14240.0,49910.0,58880.0,92930.0,58190.0,30490.0,69430.0,12170.0,20650.0,30160.0,17250.0,107680.0,19020.0,158890.0,106440.0,9510.0,103020.0,41140.0,37660.0,110950.0,9260.0,56550.0,12860.0,63350.0,245730.0,22940.0,7030.0,83890.0,61050.0,17360.0,65380.0,5840.0,1620.0,27320.0,770.0
"Compute and verify totals on report forms, requisitions, or bills, using adding machine or calculator.",compute and verify totals on report forms requisitions or bills using adding machine or calculator,Calculate financial data.,Calculate financial data.,"Estimating the Quantifiable Characteristics of Products, Events, or Information",Word Processors and Typists,word processors and typists,43-9022.00,Word Processors and Typists,43-9022,43-9022.00,Data Entry and Information Processing Workers,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.842565597667639,True,1.2799973076923077,3.96,75.52,0.086862403761988,0.1,E2,E1,49280.0,46860.0,49280.0,42070.0,43010.0,56380.0,57550.0,49250.0,45480.0,49180.0,35770.0,31450.0,40060.0,49930.0,45490.0,39520.0,43210.0,49280.0,49280.0,49280.0,49280.0,47110.0,53740.0,47970.0,51550.0,49280.0,37440.0,49280.0,47080.0,41290.0,49280.0,49520.0,46400.0,48400.0,49280.0,49280.0,48670.0,43710.0,52420.0,41000.0,47040.0,42840.0,49280.0,49750.0,47720.0,49280.0,49280.0,46130.0,46110.0,36060.0,48540.0,49280.0,49280.0,32270.0,49280.0,35010.0,70.0,73.0,725.0,40.0,10270.0,59.99999999999999,170.0,50.0,120.0,1000.0,1094.0,270.0,59.99999999999999,490.0,120.0,360.0,322.0,160.0,433.0,143.0,210.0,350.0,520.0,210.0,260.0,260.0,114.0,80.0,170.0,153.0,3560.0000000000005,59.99999999999999,12340.0,1105.0,96.0,310.0,40.0,40.0,1170.0,120.0,30.0,102.0,90.0,290.0,388.0,68.0,290.0,140.0,80.0,180.0,62.99999999999999,14.999999999999998,1700.0,7.0
"Compute and verify totals on report forms, requisitions, or bills, using adding machine or calculator.",compute and verify totals on report forms requisitions or bills using adding machine or calculator,Verify accuracy of financial or transactional data.,Evaluate the quality or accuracy of data.,Processing Information,Word Processors and Typists,word processors and typists,43-9022.00,Word Processors and Typists,43-9022,43-9022.00,Data Entry and Information Processing Workers,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.842565597667639,True,1.2799973076923077,3.96,75.52,0.086862403761988,0.1,E2,E1,49280.0,46860.0,49280.0,42070.0,43010.0,56380.0,57550.0,49250.0,45480.0,49180.0,35770.0,31450.0,40060.0,49930.0,45490.0,39520.0,43210.0,49280.0,49280.0,49280.0,49280.0,47110.0,53740.0,47970.0,51550.0,49280.0,37440.0,49280.0,47080.0,41290.0,49280.0,49520.0,46400.0,48400.0,49280.0,49280.0,48670.0,43710.0,52420.0,41000.0,47040.0,42840.0,49280.0,49750.0,47720.0,49280.0,49280.0,46130.0,46110.0,36060.0,48540.0,49280.0,49280.0,32270.0,49280.0,35010.0,70.0,73.0,725.0,40.0,10270.0,59.99999999999999,170.0,50.0,120.0,1000.0,1094.0,270.0,59.99999999999999,490.0,120.0,360.0,322.0,160.0,433.0,143.0,210.0,350.0,520.0,210.0,260.0,260.0,114.0,80.0,170.0,153.0,3560.0000000000005,59.99999999999999,12340.0,1105.0,96.0,310.0,40.0,40.0,1170.0,120.0,30.0,102.0,90.0,290.0,388.0,68.0,290.0,140.0,80.0,180.0,62.99999999999999,14.999999999999998,1700.0,7.0
Compute charges for merchandise or services and receive payments.,compute charges for merchandise or services and receive payments,Calculate costs of goods or services.,Determine values or prices of goods or services.,Making Decisions and Solving Problems,Counter and Rental Clerks,counter and rental clerks,41-2021.00,Counter and Rental Clerks,41-2021,41-2021.00,Counter and Rental Clerks and Parts Salespersons,Retail Sales Workers,Sales and Related Occupations,2026-05-31,0.0030529241359659,4.739099999999999,True,5.380476923076923,4.66,99.44,0.4587564638027049,0.1,E2,E2,41300.0,35170.0,43450.0,43920.0,34940.0,45010.0,46240.0,39490.0,38600.0,53760.0,37870.0,38590.0,44420.0,39370.0,38140.0,36680.0,38960.0,39090.0,38990.0,34910.0,46870.0,39490.0,44070.0,39350.0,44850.0,36160.0,37920.0,43900.0,36450.0,39140.0,47250.0,48900.0,35580.0,46270.0,38230.0,44620.0,38590.0,37160.0,43820.0,42910.0,46360.0,37340.0,36400.0,37960.0,37250.0,37550.0,48430.0,45540.0,47820.0,34780.0,45720.0,43860.0,23600.0,23110.0,29560.0,400810.0,8010.0,660.0,11080.0,3560.0,67770.0,13900.0,3060.0,870.0,480.0,27160.0,11490.0,1700.0,2070.0,8440.0,7990.0,1900.0,2990.0,2960.0,3740.0,1180.0,4060.0,8220.0,13410.0,4710.0,2820.0,4880.0,1490.0,3960.0,2460.0,1590.0,9540.0,2360.0,18320.0,17580.0,1460.0,9400.0,3920.0,5450.0,10780.0,840.0,6280.0,690.0,7640.0,36600.0,3280.0,750.0,12910.0,14600.0,2300.0,6600.0,900.0,200.0,1680.0,140.0
Compute charges for merchandise or services and receive payments.,compute charges for merchandise or services and receive payments,Process sales or other transactions.,Execute financial transactions.,Performing Administrative Activities,Counter and Rental Clerks,counter and rental clerks,41-2021.00,Counter and Rental Clerks,41-2021,41-2021.00,Counter and Rental Clerks and Parts Salespersons,Retail Sales Workers,Sales and Related Occupations,2026-05-31,0.0030529241359659,4.739099999999999,True,5.380476923076923,4.66,99.44,0.4587564638027049,0.1,E2,E2,41300.0,35170.0,43450.0,43920.0,34940.0,45010.0,46240.0,39490.0,38600.0,53760.0,37870.0,38590.0,44420.0,39370.0,38140.0,36680.0,38960.0,39090.0,38990.0,34910.0,46870.0,39490.0,44070.0,39350.0,44850.0,36160.0,37920.0,43900.0,36450.0,39140.0,47250.0,48900.0,35580.0,46270.0,38230.0,44620.0,38590.0,37160.0,43820.0,42910.0,46360.0,37340.0,36400.0,37960.0,37250.0,37550.0,48430.0,45540.0,47820.0,34780.0,45720.0,43860.0,23600.0,23110.0,29560.0,400810.0,8010.0,660.0,11080.0,3560.0,67770.0,13900.0,3060.0,870.0,480.0,27160.0,11490.0,1700.0,2070.0,8440.0,7990.0,1900.0,2990.0,2960.0,3740.0,1180.0,4060.0,8220.0,13410.0,4710.0,2820.0,4880.0,1490.0,3960.0,2460.0,1590.0,9540.0,2360.0,18320.0,17580.0,1460.0,9400.0,3920.0,5450.0,10780.0,840.0,6280.0,690.0,7640.0,36600.0,3280.0,750.0,12910.0,14600.0,2300.0,6600.0,900.0,200.0,1680.0,140.0
Compute cost estimates for labor and materials.,compute cost estimates for labor and materials,Estimate costs for labor or materials.,Estimate project development or operational costs.,"Estimating the Quantifiable Characteristics of Products, Events, or Information",Electronic Home Entertainment Equipment Installers and Repairers,electronic home entertainment equipment installers and repairers,49-2097.00,Audiovisual Equipment Installers and Repairers,49-2097,49-2097.00,"Miscellaneous Electrical and Electronic Equipment Mechanics, Installers, and Repairers","Electrical and Electronic Equipment Mechanics, Installers, and Repairers","Installation, Maintenance, and Repair Occupations",2026-05-31,0.0113071264295034,4.83715089411292,False,2.333528461538462,4.12,59.67,0.1346800192305083,0.1,E2,E1,52600.0,46770.0,52600.0,45400.0,46530.0,62390.0,57680.0,74890.0,69990.0,57620.0,49780.0,50090.0,52600.0,56690.0,62870.0,46450.0,64390.0,50130.0,48380.0,53320.0,52600.0,65160.0,56040.0,45400.0,54330.0,41920.0,50540.0,60900.0,39940.0,48750.0,62810.0,48780.0,45580.0,62380.0,44490.0,50890.0,48130.0,47880.0,59890.0,51010.0,52600.0,45180.0,38860.0,48010.0,47770.0,53080.0,52600.0,56310.0,70720.0,52600.0,48300.0,33300.0,52600.0,26010.0,52600.0,19780.0,230.0,41.0,520.0,220.0,2590.0,550.0,214.0,61.0,89.0,1610.0,890.0,79.0,240.0,530.0,170.0,197.0,100.0,180.0,140.0,81.0,200.0,460.0,310.0,40.0,120.0,580.0,60.0,129.0,190.0,86.0,650.0,110.0,870.0,660.0,40.0,190.0,150.0,130.0,560.0,63.0,480.0,60.0,400.0,2490.0,330.0,38.0,370.0,350.0,89.0,150.0,30.0,8.0,50.0,4.0
Compute costs of labor and materials to determine production costs of products and articles.,compute costs of labor and materials to determine production costs of products and articles,"Estimate costs of products, services, or materials.",Determine values or prices of goods or services.,Making Decisions and Solving Problems,Jewelers and Precious Stone and Metal Workers,jewelers and precious stone and metal workers,51-9071.00,Jewelers and Precious Stone and Metal Workers,51-9071,51-9071.00,Jewelers and Precious Stone and Metal Workers,Other Production Occupations,Production Occupations,2026-05-31,0.0030529241359659,4.771446204484675,False,2.592490769230769,4.32,82.65,0.1795687414792092,0.1,,,52540.0,48890.0,52540.0,42240.0,35950.0,60790.0,57120.0,69800.0,52540.0,52540.0,51470.0,47810.0,48450.0,47090.0,54990.0,47620.0,50280.0,57730.0,47090.0,51420.0,48080.0,45430.0,51060.0,56610.0,54310.0,55010.0,56140.0,37580.0,46920.0,40510.0,43520.0,59480.0,46200.0,61720.0,55420.0,57020.0,48190.0,41720.0,44510.0,54880.0,48800.0,60380.0,45110.0,48240.0,47590.0,39860.0,58570.0,61940.0,60380.0,46370.0,55830.0,52540.0,52540.0,52540.0,52540.0,22440.0,110.0,47.0,440.0,270.0,2300.0,220.0,140.0,69.0,101.0,1070.0,420.0,170.0,130.0,610.0,380.0,160.0,110.0,320.0,280.0,50.0,80.0,830.0,460.0,220.0,40.0,490.0,80.0,120.0,330.0,170.0,780.0,230.0,4300.0,770.0,50.0,430.0,180.0,530.0,760.0,540.0,200.0,90.0,370.0,1810.0,420.0,50.0,240.0,290.0,30.0,280.0,40.0,10.0,135.0,5.0
"Compute dimensions, areas, volumes, and weights.",compute dimensions areas volumes and weights,"Calculate dimensions of workpieces, products, or equipment.","Measure physical characteristics of materials, products, or equipment.","Estimating the Quantifiable Characteristics of Products, Events, or Information","Patternmakers, Wood",patternmakers wood,51-7032.00,"Patternmakers, Wood",51-7032,51-7032.00,"Model Makers and Patternmakers, Wood",Woodworkers,Production Occupations,2026-05-31,0.0030529241359659,4.774487933482052,False,1.815590769230769,3.9,85.65,0.1367251583723538,0.1,E1,E1,49630.0,49630.0,49630.0,49630.0,49630.0,49630.0,49630.0,49630.0,49630.0,49630.0,49630.0,49630.0,49630.0,49630.0,49630.0,49630.0,49630.0,49630.0,49630.0,49630.0,49630.0,49630.0,49630.0,49630.0,49630.0,49630.0,49630.0,49630.0,49630.0,49630.0,49630.0,49630.0,49630.0,49630.0,49630.0,49630.0,49630.0,49630.0,49630.0,55020.0,49630.0,49630.0,49630.0,49630.0,49630.0,49630.0,49630.0,49630.0,49630.0,49630.0,49630.0,49630.0,49630.0,49630.0,49630.0,220.0,3.0,0.0,5.0,2.0,26.0,4.0,2.0,1.0,1.0,14.0,7.0,1.0,1.0,9.0,4.0,2.0,2.0,3.0,3.0,1.0,4.0,5.0,6.0,4.0,2.0,4.0,1.0,1.0,2.0,1.0,6.0,1.0,14.0,7.0,1.0,8.0,2.0,3.0,9.0,1.0,3.0,1.0,5.0,20.0,2.0,0.0,6.0,5.0,1.0,4.0,0.0,0.0,1.0,0.0
"Compute estimates and actual costs of factors such as materials, labor, or outside contractors.",compute estimates and actual costs of factors such as materials labor or outside contractors,Estimate costs for labor or materials.,Estimate project development or operational costs.,"Estimating the Quantifiable Characteristics of Products, Events, or Information","First-Line Supervisors of Mechanics, Installers, and Repairers",firstline supervisors of mechanics installers and repairers,49-1011.00,"First-Line Supervisors of Mechanics, Installers, and Repairers",49-1011,49-1011.00,"First-Line Supervisors of Mechanics, Installers, and Repairers","Supervisors of Installation, Maintenance, and Repair Workers","Installation, Maintenance, and Repair Occupations",2026-05-31,0.0030529241359659,4.672667266726672,False,1.1237076923076923,3.75,78.06,0.0824723508268118,0.1,E2,E2,79860.0,74830.0,98110.0,76240.0,71460.0,93660.0,83260.0,94050.0,83250.0,83460.0,75900.0,77010.0,87550.0,74940.0,83180.0,79650.0,78340.0,78390.0,76760.0,75550.0,79260.0,82330.0,92250.0,77810.0,87160.0,70900.0,77470.0,81440.0,77850.0,79860.0,87560.0,92680.0,77550.0,91150.0,76800.0,90600.0,78730.0,77040.0,86970.0,79400.0,78840.0,75120.0,80810.0,75830.0,76760.0,78930.0,83050.0,80770.0,94420.0,71360.0,82570.0,87460.0,48760.0,47660.0,58660.0,617500.0,13390.0,2720.0,13490.0,7590.0,51670.0,13590.0,6230.0,1890.0,1260.0,41250.0,23180.0,3380.0,3780.0,17710.0,13210.0,6450.0,6780.0,10020.0,10490.0,2640.0,10120.0,12140.0,15740.0,9110.0,6930.0,11220.0,2690.0,4610.0,5450.0,3360.0,14930.0,3780.0,26930.0,21110.0,1920.0,19410.0,10260.0,7120.0,20220.0,1460.0,10140.0,1750.0,15070.0,75340.0,6980.0,630.0,16910.0,14680.0,4070.0,10640.0,2030.0,380.0,2980.0,220.0
"Compute figures such as balances, totals, or commissions.",compute figures such as balances totals or commissions,Calculate financial data.,Calculate financial data.,"Estimating the Quantifiable Characteristics of Products, Events, or Information",First-Line Supervisors of Office and Administrative Support Workers,firstline supervisors of office and administrative support workers,43-1011.00,First-Line Supervisors of Office and Administrative Support Workers,43-1011,43-1011.00,First-Line Supervisors of Office and Administrative Support Workers,Supervisors of Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0339213792885103,4.785714285714286,False,1.512153076923077,3.95,81.31,0.1031651669768009,0.1,E2,E1,69500.0,60360.0,69840.0,64250.0,58100.0,77590.0,76600.0,78200.0,75220.0,79200.0,64360.0,64620.0,63080.0,61390.0,69010.0,69490.0,64400.0,64000.0,63180.0,57180.0,67530.0,74140.0,76770.0,64720.0,76440.0,58380.0,63050.0,62550.0,61980.0,63090.0,73250.0,76640.0,62640.0,79170.0,62340.0,68720.0,64220.0,60870.0,74300.0,65270.0,76030.0,62920.0,62530.0,66390.0,64940.0,66900.0,68790.0,67170.0,79480.0,53660.0,70560.0,63050.0,44980.0,42840.0,55630.0,1436680.0,20140.0,5690.0,31930.0,13630.0,149230.0,26100.0,24420.0,5480.0,4080.0,93850.0,42630.0,10090.0,8360.0,42400.0,21780.0,10190.0,12010.0,19670.0,20810.0,6000.0,27860.0,34520.0,30690.0,21690.0,13680.0,22360.0,4030.0,9930.0,14380.0,7600.0,55210.0,8330.0,83110.0,35830.0,1830.0,45070.0,19860.0,12200.0,56600.0,5090.0,26710.0,1750.0,49870.0,160600.0,18890.0,1710.0,35160.0,31790.0,6900.0,22950.0,1980.0,990.0,16400.0,510.0
"Compute final estimation of property values, taking into account such factors as depreciation, replacement costs, value comparisons of similar properties, and income potential.",compute final estimation of property values taking into account such factors as depreciation replacement costs value comparisons of similar properties and income potential,Appraise property values.,"Evaluate condition of financial assets, property, or other resources.","Judging the Qualities of Objects, Services, or People",Appraisers and Assessors of Real Estate,appraisers and assessors of real estate,13-2021.00,Appraisers and Assessors of Real Estate,13-2023,13-2023.00,Property Appraisers and Assessors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.744425557444255,False,1.70802,4.74,100.0,0.7291029102910292,0.5,E1,E2,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,28535.0,385.0,59.0,591.0,238.0,3320.0,524.0,309.0,88.0,128.0,1810.0,891.0,114.0,156.0,1112.0,584.0,284.0,262.0,365.0,353.0,117.0,504.0,663.0,803.0,538.0,212.0,535.0,93.0,187.0,283.0,125.0,781.0,159.0,1765.9999999999998,901.0,78.0,1012.0,311.0,358.99999999999994,1106.0,91.0,420.0,83.0,598.0,2565.0,316.0,55.0,749.0,647.0,128.0,536.0,51.0,12.0,171.0,6.0
"Compute mathematical formulas to develop and design detailed specifications for components or machinery, using computer-assisted equipment.",compute mathematical formulas to develop and design detailed specifications for components or machinery using computerassisted equipment,Analyze design or requirements information for mechanical equipment or systems.,"Evaluate designs, specifications, or other technical data.",Analyzing Data or Information,Mechanical Drafters,mechanical drafters,17-3013.00,Mechanical Drafters,17-3013,17-3013.00,Drafters,"Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.3001000000000005,False,1.3290676923076925,3.91,90.08,0.1021815683321636,0.1,E2,E1,71550.0,53600.0,71550.0,67410.0,59960.0,82510.0,85280.0,68830.0,57110.0,71550.0,68050.0,66670.0,71550.0,59050.0,63320.0,62820.0,63330.0,65250.0,68880.0,77730.0,76360.0,76740.0,75490.0,72280.0,73090.0,60460.0,66350.0,71550.0,61170.0,75830.0,55390.0,83380.0,89940.0,76490.0,59050.0,77570.0,70580.0,63440.0,74000.0,63480.0,69290.0,63740.0,52610.0,63390.0,79380.0,70000.0,73040.0,69630.0,76820.0,65100.0,63770.0,61070.0,71550.0,53470.0,71550.0,39960.0,440.0,50.0,630.0,250.0,3640.0,580.0,450.0,160.0,179.0,1540.0,820.0,160.0,330.0,450.0,1300.0,630.0,540.0,510.0,420.0,620.0,360.0,620.0,2030.0,1220.0,260.0,870.0,131.0,530.0,250.0,174.0,690.0,90.0,1940.0,1350.0,100.0,1790.0,650.0,410.0,2330.0,100.0,640.0,100.0,740.0,4630.0,490.0,70.0,630.0,1690.0,140.0,1630.0,60.0,17.0,320.0,8.0
Compute prices of items or groups of items.,compute prices of items or groups of items,Calculate costs of goods or services.,Determine values or prices of goods or services.,Making Decisions and Solving Problems,Stock Clerks and Order Fillers,stock clerks and order fillers,43-5081.00,Stockers and Order Fillers,53-7065,53-7065.00,Laborers and Material Movers,Material Moving Workers,Transportation and Material Moving Occupations,2026-05-31,0.0030529241359659,4.619819637247948,False,4.456245384615385,4.43,58.37,0.2668908850412138,0.1,E2,E0,37330.0,34290.0,40310.0,37500.0,34700.0,42870.0,42350.0,40590.0,37420.0,39640.0,36400.0,35620.0,39300.0,37310.0,37680.0,36250.0,36640.0,35450.0,36810.0,34490.0,37220.0,37690.0,37540.0,35930.0,37120.0,34270.0,36710.0,39050.0,35920.0,37380.0,36780.0,37250.0,35830.0,39030.0,35950.0,36790.0,37130.0,34790.0,43480.0,36640.0,36470.0,36020.0,37650.0,36140.0,36840.0,37690.0,37130.0,36380.0,44620.0,34510.0,35000.0,39580.0,22910.0,25030.0,28130.0,2833810.0,46580.0,6770.0,57510.0,28350.0,310870.0,55520.0,35490.0,7080.0,3150.0,171380.0,86660.0,8830.0,12450.0,109240.0,66420.0,26770.0,26750.0,47730.0,31710.0,11950.0,34980.0,49760.0,82730.0,40270.0,23420.0,67390.0,8900.0,17980.0,31270.0,14400.0,64070.0,16540.0,146140.0,87510.0,5240.0,129760.0,32910.0,42690.0,119840.0,6660.0,41800.0,11460.0,60130.0,322710.0,26730.0,5360.0,69660.0,57370.0,12520.0,47580.0,4800.0,1200.0,19230.0,410.0
"Compute, record, and proofread data and other information, such as records or reports.",compute record and proofread data and other information such as records or reports,Check data for recording errors.,Evaluate the quality or accuracy of data.,Processing Information,"Office Clerks, General",office clerks general,43-9061.00,"Office Clerks, General",43-9061,43-9061.00,"Office Clerks, General",Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.5962000000000005,False,2.2179900000000004,3.76,82.58,0.4911090376075311,0.3,E2,E1,45010.0,31200.0,51890.0,46420.0,37050.0,48460.0,53550.0,48280.0,42740.0,55040.0,44450.0,40590.0,42340.0,44830.0,45730.0,44520.0,44310.0,32370.0,37870.0,32480.0,45300.0,47270.0,49940.0,44820.0,47840.0,34900.0,42370.0,46480.0,37820.0,45460.0,49020.0,48570.0,37130.0,45890.0,41770.0,50160.0,43680.0,37240.0,49910.0,44950.0,47830.0,36840.0,38560.0,38860.0,39000.0,44060.0,48310.0,46410.0,50500.0,35020.0,44980.0,42840.0,26470.0,23860.0,37330.0,2464940.0,13130.0,3440.0,52710.0,29940.0,311490.0,31770.0,23190.0,7230.0,5670.0,189700.0,75390.0,12930.0,20790.0,95980.0,58480.0,23120.0,2130.0,29750.0,31790.0,11260.0,27290.0,47940.0,88030.0,55530.0,17600.0,56050.0,10390.0,10000.0,20430.0,12740.0,65130.0,11880.0,134280.0,67930.0,8440.0,89310.0,31870.0,27980.0,107500.0,7700.0,42250.0,1720.0,49880.0,218470.0,36470.0,5100.0,66550.0,49050.0,9430.0,51440.0,6670.0,760.0,20190.0,560.0
"Compute, record, and proofread data and other information, such as records or reports.",compute record and proofread data and other information such as records or reports,"Proofread documents, records, or other files to ensure accuracy.",Examine materials or documentation for accuracy or compliance.,Evaluating Information to Determine Compliance with Standards,"Office Clerks, General",office clerks general,43-9061.00,"Office Clerks, General",43-9061,43-9061.00,"Office Clerks, General",Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.5962000000000005,False,2.2179900000000004,3.76,82.58,0.4911090376075311,0.3,E2,E1,45010.0,31200.0,51890.0,46420.0,37050.0,48460.0,53550.0,48280.0,42740.0,55040.0,44450.0,40590.0,42340.0,44830.0,45730.0,44520.0,44310.0,32370.0,37870.0,32480.0,45300.0,47270.0,49940.0,44820.0,47840.0,34900.0,42370.0,46480.0,37820.0,45460.0,49020.0,48570.0,37130.0,45890.0,41770.0,50160.0,43680.0,37240.0,49910.0,44950.0,47830.0,36840.0,38560.0,38860.0,39000.0,44060.0,48310.0,46410.0,50500.0,35020.0,44980.0,42840.0,26470.0,23860.0,37330.0,2464940.0,13130.0,3440.0,52710.0,29940.0,311490.0,31770.0,23190.0,7230.0,5670.0,189700.0,75390.0,12930.0,20790.0,95980.0,58480.0,23120.0,2130.0,29750.0,31790.0,11260.0,27290.0,47940.0,88030.0,55530.0,17600.0,56050.0,10390.0,10000.0,20430.0,12740.0,65130.0,11880.0,134280.0,67930.0,8440.0,89310.0,31870.0,27980.0,107500.0,7700.0,42250.0,1720.0,49880.0,218470.0,36470.0,5100.0,66550.0,49050.0,9430.0,51440.0,6670.0,760.0,20190.0,560.0
"Compute reporting metrics, such as on-time delivery rates, order fulfillment rates, or inventory turns.",compute reporting metrics such as ontime delivery rates order fulfillment rates or inventory turns,Calculate data to inform organizational operations.,Analyze data to improve operations.,Analyzing Data or Information,Logistics Analysts,logistics analysts,13-1081.02,Logistics Analysts,13-1081,13-1081.02,Logisticians and Project Management Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.929197300835936,False,0.3130769230769231,3.8,90.91,0.0211503005592554,0.1,E2,E2,82320.0,98450.0,87280.0,77620.0,78400.0,92890.0,96090.0,85450.0,96090.0,104770.0,76410.0,77570.0,100340.0,73920.0,80100.0,77670.0,78740.0,69520.0,68420.0,75230.0,77780.0,102700.0,100360.0,83200.0,82320.0,75160.0,78350.0,81270.0,65370.0,79600.0,81270.0,92280.0,98430.0,88240.0,80780.0,72800.0,83460.0,86600.0,83180.0,79340.0,76180.0,80330.0,80020.0,71280.0,75480.0,83300.0,83560.0,98920.0,107250.0,71590.0,73180.0,85550.0,65440.0,54380.0,68790.0,82371.0,5109.0,522.0,4725.0,2185.0,32425.0,4420.0,2166.0,512.0,1329.0,14785.0,12383.0,561.0,561.0,13948.0,3890.0,2441.0,1752.0,2549.0,1683.0,561.0,6733.0,5168.0,10109.0,3396.0,1536.0,3386.0,276.0,1477.0,1270.0,679.0,6182.0,837.0,6822.0,7737.0,305.0,8849.0,3770.0,3120.0,9824.0,541.0,5168.0,207.0,4912.0,20701.0,3701.0,256.0,10375.0,5581.0,581.0,5060.0,118.0,128.0,1093.0,39.0
"Compute sales prices, total purchases, and receive and process cash or credit payment.",compute sales prices total purchases and receive and process cash or credit payment,Calculate costs of goods or services.,Determine values or prices of goods or services.,Making Decisions and Solving Problems,Retail Salespersons,retail salespersons,41-2031.00,Retail Salespersons,41-2031,41-2031.00,Retail Salespersons,Retail Sales Workers,Sales and Related Occupations,2026-05-31,0.0030529241359659,4.7447,True,5.043883076923077,4.56,78.05,0.3559329654143101,0.1,E2,E2,35410.0,30040.0,37290.0,35720.0,29270.0,38440.0,37950.0,36490.0,35360.0,38500.0,34010.0,30840.0,37790.0,35080.0,35370.0,31530.0,31360.0,32180.0,29650.0,29490.0,36640.0,35510.0,36610.0,34640.0,36370.0,28640.0,33460.0,36270.0,31870.0,34190.0,36200.0,36520.0,33300.0,37720.0,31370.0,36040.0,30800.0,29660.0,36770.0,31200.0,34860.0,30690.0,34370.0,31950.0,30800.0,33900.0,37400.0,34240.0,39560.0,28950.0,34480.0,34310.0,24000.0,22560.0,28790.0,3897860.0,60880.0,7890.0,93920.0,35510.0,376460.0,76660.0,42410.0,13400.0,4660.0,333460.0,143120.0,19180.0,20180.0,126610.0,83670.0,41000.0,33360.0,51250.0,49570.0,18450.0,79320.0,86860.0,111010.0,74840.0,38400.0,67140.0,13490.0,22780.0,43920.0,23880.0,72530.0,23800.0,238540.0,127540.0,11320.0,137370.0,43830.0,48090.0,141790.0,12830.0,67310.0,14180.0,87380.0,341640.0,47570.0,8250.0,100290.0,84850.0,19050.0,67640.0,8770.0,1540.0,41230.0,1300.0
"Compute sales prices, total purchases, and receive and process cash or credit payment.",compute sales prices total purchases and receive and process cash or credit payment,Process sales or other transactions.,Execute financial transactions.,Performing Administrative Activities,Retail Salespersons,retail salespersons,41-2031.00,Retail Salespersons,41-2031,41-2031.00,Retail Salespersons,Retail Sales Workers,Sales and Related Occupations,2026-05-31,0.0030529241359659,4.7447,True,5.043883076923077,4.56,78.05,0.3559329654143101,0.1,E2,E2,35410.0,30040.0,37290.0,35720.0,29270.0,38440.0,37950.0,36490.0,35360.0,38500.0,34010.0,30840.0,37790.0,35080.0,35370.0,31530.0,31360.0,32180.0,29650.0,29490.0,36640.0,35510.0,36610.0,34640.0,36370.0,28640.0,33460.0,36270.0,31870.0,34190.0,36200.0,36520.0,33300.0,37720.0,31370.0,36040.0,30800.0,29660.0,36770.0,31200.0,34860.0,30690.0,34370.0,31950.0,30800.0,33900.0,37400.0,34240.0,39560.0,28950.0,34480.0,34310.0,24000.0,22560.0,28790.0,3897860.0,60880.0,7890.0,93920.0,35510.0,376460.0,76660.0,42410.0,13400.0,4660.0,333460.0,143120.0,19180.0,20180.0,126610.0,83670.0,41000.0,33360.0,51250.0,49570.0,18450.0,79320.0,86860.0,111010.0,74840.0,38400.0,67140.0,13490.0,22780.0,43920.0,23880.0,72530.0,23800.0,238540.0,127540.0,11320.0,137370.0,43830.0,48090.0,141790.0,12830.0,67310.0,14180.0,87380.0,341640.0,47570.0,8250.0,100290.0,84850.0,19050.0,67640.0,8770.0,1540.0,41230.0,1300.0
"Compute taxes owed and prepare tax returns, ensuring compliance with payment, reporting, or other tax requirements.",compute taxes owed and prepare tax returns ensuring compliance with payment reporting or other tax requirements,Calculate tax information.,Calculate financial data.,"Estimating the Quantifiable Characteristics of Products, Events, or Information",Accountants and Auditors,accountants and auditors,13-2011.00,Accountants and Auditors,13-2011,13-2011.00,Accountants and Auditors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.814872433105165,False,0.0439157692307692,4.14,53.33,0.0198826498682844,1.659296202519346,E2,E2,83680.0,74880.0,83460.0,79970.0,66330.0,97050.0,97030.0,97550.0,95020.0,111530.0,79250.0,81900.0,74500.0,74730.0,80230.0,77720.0,77440.0,79000.0,75270.0,73810.0,77480.0,89370.0,99460.0,78820.0,81600.0,68100.0,76590.0,75810.0,72080.0,81600.0,83470.0,100830.0,78580.0,102640.0,82050.0,75730.0,79320.0,79370.0,85800.0,79000.0,95820.0,76560.0,78880.0,76840.0,80920.0,79990.0,78890.0,93290.0,96550.0,73320.0,79400.0,77620.0,50410.0,43530.0,59060.0,1449500.0,24300.0,2190.0,27410.0,7870.0,175360.0,35410.0,16770.0,6570.0,9810.0,91000.0,44020.0,4670.0,5570.0,54930.0,25660.0,13210.0,13610.0,11930.0,14050.0,3860.0,26170.0,46230.0,41460.0,30530.0,7350.0,28000.0,4730.0,10340.0,6930.0,7000.0,42250.0,6300.0,109830.0,49270.0,4430.0,50440.0,16720.0,14920.0,54290.0,6570.0,15270.0,5820.0,27340.0,116470.0,15490.0,2630.0,47100.0,34740.0,4900.0,25100.0,2670.0,610.0,12370.0,340.0
"Compute taxes owed and prepare tax returns, ensuring compliance with payment, reporting, or other tax requirements.",compute taxes owed and prepare tax returns ensuring compliance with payment reporting or other tax requirements,"Prepare financial documents, reports, or budgets.","Prepare financial documents, reports, or budgets.",Documenting/Recording Information,Accountants and Auditors,accountants and auditors,13-2011.00,Accountants and Auditors,13-2011,13-2011.00,Accountants and Auditors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.814872433105165,False,0.0439157692307692,4.14,53.33,0.0198826498682844,1.659296202519346,E2,E2,83680.0,74880.0,83460.0,79970.0,66330.0,97050.0,97030.0,97550.0,95020.0,111530.0,79250.0,81900.0,74500.0,74730.0,80230.0,77720.0,77440.0,79000.0,75270.0,73810.0,77480.0,89370.0,99460.0,78820.0,81600.0,68100.0,76590.0,75810.0,72080.0,81600.0,83470.0,100830.0,78580.0,102640.0,82050.0,75730.0,79320.0,79370.0,85800.0,79000.0,95820.0,76560.0,78880.0,76840.0,80920.0,79990.0,78890.0,93290.0,96550.0,73320.0,79400.0,77620.0,50410.0,43530.0,59060.0,1449500.0,24300.0,2190.0,27410.0,7870.0,175360.0,35410.0,16770.0,6570.0,9810.0,91000.0,44020.0,4670.0,5570.0,54930.0,25660.0,13210.0,13610.0,11930.0,14050.0,3860.0,26170.0,46230.0,41460.0,30530.0,7350.0,28000.0,4730.0,10340.0,6930.0,7000.0,42250.0,6300.0,109830.0,49270.0,4430.0,50440.0,16720.0,14920.0,54290.0,6570.0,15270.0,5820.0,27340.0,116470.0,15490.0,2630.0,47100.0,34740.0,4900.0,25100.0,2670.0,610.0,12370.0,340.0
"Conceptualize and help design interfaces for multimedia games, products, and devices.",conceptualize and help design interfaces for multimedia games products and devices,"Develop artistic or design concepts for decoration, exhibition, or commercial purposes.",Create artistic designs or performances.,Thinking Creatively,Art Directors,art directors,27-1011.00,Art Directors,27-1011,27-1011.00,Artists and Related Workers,Art and Design Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.621097396535629,False,0.9294896153846154,3.91,52.09,0.3615128848128975,0.7,E2,E2,114850.0,77220.0,75200.0,114850.0,71930.0,137780.0,99990.0,71900.0,114850.0,114850.0,99660.0,110430.0,89300.0,80680.0,103550.0,105690.0,80940.0,60460.0,76160.0,83640.0,100300.0,98400.0,149320.0,86660.0,109700.0,66020.0,100940.0,73850.0,73270.0,98070.0,132000.0,129200.0,114850.0,137320.0,90000.0,83170.0,94390.0,80680.0,133840.0,97450.0,72550.0,87990.0,66610.0,89860.0,88270.0,106500.0,129260.0,101150.0,121170.0,63550.0,81130.0,114850.0,114850.0,57580.0,114850.0,53070.0,210.0,40.0,450.00000000000006,240.0,12430.0,720.0,1160.0,164.0,310.0,2520.0,1420.0,40.0,291.0,2960.0,350.0,280.0,487.0,320.0,160.0,217.0,570.0,1850.0,1080.0,920.0,90.0,780.0,100.0,140.0,290.0,160.0,1840.0,60.0,8720.0,1675.0,30.0,1050.0,290.0,1040.0,1250.0,90.0,550.0,30.0,930.0,2480.0,290.0,80.0,670.0,650.0,30.0,730.0,95.0,23.0,80.0,11.0
Conduct auditions or interviews to evaluate potential clients.,conduct auditions or interviews to evaluate potential clients,Conduct eligibility or selection interviews.,Perform recruiting or hiring activities.,Staffing Organizational Units,"Agents and Business Managers of Artists, Performers, and Athletes",agents and business managers of artists performers and athletes,13-1011.00,"Agents and Business Managers of Artists, Performers, and Athletes",13-1011,13-1011.00,"Agents and Business Managers of Artists, Performers, and Athletes",Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.818181818181818,False,1.234753846153846,3.99,95.94,0.3649898648803231,0.4,E0,E0,82890.0,82890.0,82890.0,60340.0,78560.0,98110.0,95530.0,81470.0,82890.0,82890.0,98200.0,82890.0,82890.0,82890.0,56560.0,82890.0,82890.0,82890.0,82890.0,82890.0,82890.0,82890.0,82890.0,82440.0,82890.0,82890.0,82890.0,82890.0,82890.0,82890.0,81690.0,81190.0,82890.0,79620.0,82890.0,82890.0,76790.0,82890.0,82890.0,82890.0,82890.0,82890.0,82890.0,75390.0,82920.0,82890.0,82890.0,73400.0,74620.0,82890.0,74990.0,82890.0,82890.0,82890.0,82890.0,12620.0,170.0,26.0,160.0,30.0,4860.0,80.0,170.0,39.0,57.0,870.0,230.0,51.0,69.0,492.0,258.0,126.0,116.0,40.0,30.0,52.0,223.0,80.0,355.0,40.0,94.0,237.0,41.0,83.0,125.0,40.0,170.0,70.0,2660.0,240.0,35.0,100.0,40.0,90.0,489.0,40.0,80.0,37.0,730.0,320.0,150.0,25.0,110.0,120.0,57.0,40.0,23.0,5.0,76.0,3.0
"Conduct classes or demonstrations, or train other workers.",conduct classes or demonstrations or train other workers,Train others on work processes.,Train others on operational or work procedures.,Training and Teaching Others,Floral Designers,floral designers,27-1023.00,Floral Designers,27-1023,27-1023.00,Designers,Art and Design Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.531509983361064,True,0.0270588461538461,3.06,63.48,0.0078837093655923,0.7,E1,E0,37360.0,34430.0,48130.0,36860.0,29910.0,47040.0,45380.0,39220.0,39630.0,42950.0,36770.0,35440.0,46170.0,36830.0,35880.0,36280.0,35340.0,31190.0,34940.0,30000.0,35930.0,41020.0,46460.0,35890.0,37190.0,29370.0,34210.0,34100.0,35930.0,39600.0,43230.0,45190.0,33870.0,45260.0,37190.0,35290.0,35790.0,29660.0,44730.0,35920.0,36420.0,32000.0,33910.0,36220.0,35080.0,35980.0,44720.0,37350.0,44460.0,29860.0,35010.0,35020.0,37360.0,22810.0,37360.0,40590.0,470.0,80.0,390.0,420.0,4080.0,790.0,490.0,100.0,70.0,2600.0,1020.0,380.0,330.0,1760.0,800.0,430.0,490.0,430.0,430.0,290.0,460.0,870.0,1640.0,580.0,290.0,1160.0,290.0,390.0,440.0,220.0,1020.0,170.0,2330.0,990.0,170.0,1520.0,450.0,710.0,1840.0,310.0,500.0,190.0,890.0,3100.0,830.0,110.0,980.0,910.0,250.0,1030.0,120.0,17.0,240.0,8.0
Conduct economic or commercial surveys to identify potential markets for products or services.,conduct economic or commercial surveys to identify potential markets for products or services,Conduct opinion surveys or needs assessments.,Collect data about consumer needs or opinions.,Getting Information,Marketing Managers,marketing managers,11-2021.00,Marketing Managers,11-2021,11-2021.00,Marketing and Sales Managers,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",Management Occupations,2026-05-31,0.0113071264295034,4.923934734123724,False,0.1364234615384615,3.17,63.31,0.0678789546585317,1.0,E2,E2,166790.0,120160.0,116270.0,132220.0,136520.0,193620.0,182730.0,169240.0,166790.0,177170.0,142620.0,160760.0,117770.0,142090.0,162860.0,136260.0,131120.0,154510.0,128930.0,120650.0,135380.0,154160.0,212020.0,138510.0,173300.0,100940.0,130550.0,165580.0,110570.0,107550.0,143280.0,180040.0,122980.0,181200.0,165480.0,125580.0,132330.0,126920.0,161560.0,150810.0,166790.0,143290.0,167750.0,131990.0,147880.0,139830.0,166790.0,187820.0,172270.0,98750.0,133600.0,161580.0,79890.0,166790.0,97760.0,395240.0,1540.0,240.0,4870.0,1860.0,54660.0,6010.0,5800.0,1060.0,3470.0,24820.0,8510.0,570.0,1320.0,21140.0,3350.0,2210.0,1570.0,1930.0,940.0,1320.0,6510.0,14270.0,6620.0,8500.0,770.0,6550.0,1292.0,1910.0,3430.0,1460.0,13510.0,800.0,54000.0,10790.0,180.0,10620.0,1420.0,4960.0,13840.0,1266.0,3760.0,220.0,7730.0,44680.0,6100.0,767.0,6890.0,8880.0,300.0,4890.0,100.0,120.0,2370.0,60.0
Conduct evaluations of employees' performance.,conduct evaluations of employees performance,Evaluate employee performance.,Evaluate personnel capabilities or performance.,"Judging the Qualities of Objects, Services, or People",First-Line Supervisors of Correctional Officers,firstline supervisors of correctional officers,33-1011.00,First-Line Supervisors of Correctional Officers,33-1011,33-1011.00,First-Line Supervisors of Law Enforcement Workers,Supervisors of Protective Service Workers,Protective Service Occupations,2026-05-31,0.0030529241359659,4.9056,False,0.4624584615384615,3.81,96.26,1.3241418687088693,3.929044745489052,E0,E1,77970.0,80230.0,98420.0,74840.0,49590.0,131210.0,81460.0,89160.0,84760.0,77970.0,55620.0,58640.0,97200.0,79330.0,105450.0,61460.0,74420.0,71590.0,62780.0,58960.0,67750.0,79150.0,105930.0,78150.0,96720.0,56470.0,46840.0,74630.0,80490.0,107260.0,85550.0,117450.0,63380.0,103320.0,67270.0,73240.0,77570.0,56100.0,99890.0,94600.0,77970.0,77110.0,77400.0,74140.0,62590.0,110410.0,81700.0,64190.0,98910.0,56490.0,96260.0,70770.0,77970.0,77970.0,77970.0,53380.0,470.0,300.0,890.0,1720.0,4550.0,810.0,490.0,240.0,239.0,6480.0,2310.0,60.0,160.0,2860.0,1360.0,310.0,1080.0,780.0,1300.0,140.0,2010.0,460.0,1020.0,750.0,340.0,1090.0,240.0,340.0,190.0,150.0,1340.0,530.0,3380.0,1090.0,180.0,600.0,530.0,610.0,1520.0,171.0,360.0,80.0,740.0,4200.0,340.0,60.0,2230.0,1400.0,230.0,800.0,110.0,23.0,320.0,11.0
"Conduct failure analyses, document results, and recommend corrective actions.",conduct failure analyses document results and recommend corrective actions,Conduct quantitative failure analyses of operational data.,Analyze performance of systems or equipment.,Analyzing Data or Information,Mechanical Engineering Technicians,mechanical engineering technicians,17-3027.00,Mechanical Engineering Technologists and Technicians,17-3027,17-3027.00,"Engineering Technologists and Technicians, Except Drafters","Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.522500000000001,True,0.4259826923076923,3.35,74.9,0.2167028194566161,0.8999999999999999,E0,E2,74510.0,60350.0,74510.0,72090.0,74510.0,87390.0,77090.0,82660.0,77820.0,74510.0,59720.0,73870.0,74510.0,68310.0,77020.0,77220.0,71670.0,55390.0,77990.0,102800.0,76790.0,79180.0,62390.0,68170.0,63990.0,70570.0,92150.0,74510.0,80050.0,72950.0,66740.0,65180.0,97560.0,78210.0,62360.0,76440.0,78500.0,61480.0,80840.0,70820.0,81600.0,69580.0,53670.0,62270.0,76610.0,61870.0,74510.0,75650.0,79410.0,47660.0,67850.0,74510.0,74510.0,51860.0,74510.0,14245.0,315.0,55.0,575.0,119.0,2881.0,260.0,276.0,39.0,64.0,425.0,441.0,57.0,24.0,921.0,1181.0,394.0,323.0,409.0,213.0,173.0,504.0,1031.0,3881.0,315.0,173.0,630.0,46.0,197.0,331.0,449.0,205.0,252.0,897.0,937.0,71.0,1417.0,386.0,205.0,1275.0,24.0,1015.0,87.0,457.0,1685.0,708.0,28.0,527.0,701.0,157.0,708.0,25.0,6.0,55.0,3.0
"Conduct failure analyses, document results, and recommend corrective actions.",conduct failure analyses document results and recommend corrective actions,Document design or operational test results.,"Document technical designs, procedures, or activities.",Documenting/Recording Information,Mechanical Engineering Technicians,mechanical engineering technicians,17-3027.00,Mechanical Engineering Technologists and Technicians,17-3027,17-3027.00,"Engineering Technologists and Technicians, Except Drafters","Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.522500000000001,True,0.4259826923076923,3.35,74.9,0.2167028194566161,0.8999999999999999,E0,E2,74510.0,60350.0,74510.0,72090.0,74510.0,87390.0,77090.0,82660.0,77820.0,74510.0,59720.0,73870.0,74510.0,68310.0,77020.0,77220.0,71670.0,55390.0,77990.0,102800.0,76790.0,79180.0,62390.0,68170.0,63990.0,70570.0,92150.0,74510.0,80050.0,72950.0,66740.0,65180.0,97560.0,78210.0,62360.0,76440.0,78500.0,61480.0,80840.0,70820.0,81600.0,69580.0,53670.0,62270.0,76610.0,61870.0,74510.0,75650.0,79410.0,47660.0,67850.0,74510.0,74510.0,51860.0,74510.0,14245.0,315.0,55.0,575.0,119.0,2881.0,260.0,276.0,39.0,64.0,425.0,441.0,57.0,24.0,921.0,1181.0,394.0,323.0,409.0,213.0,173.0,504.0,1031.0,3881.0,315.0,173.0,630.0,46.0,197.0,331.0,449.0,205.0,252.0,897.0,937.0,71.0,1417.0,386.0,205.0,1275.0,24.0,1015.0,87.0,457.0,1685.0,708.0,28.0,527.0,701.0,157.0,708.0,25.0,6.0,55.0,3.0
"Conduct failure analyses, document results, and recommend corrective actions.",conduct failure analyses document results and recommend corrective actions,"Recommend technical design or process changes to improve efficiency, quality, or performance.",Advise others on business or operational matters.,Providing Consultation and Advice to Others,Mechanical Engineering Technicians,mechanical engineering technicians,17-3027.00,Mechanical Engineering Technologists and Technicians,17-3027,17-3027.00,"Engineering Technologists and Technicians, Except Drafters","Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.522500000000001,True,0.4259826923076923,3.35,74.9,0.2167028194566161,0.8999999999999999,E0,E2,74510.0,60350.0,74510.0,72090.0,74510.0,87390.0,77090.0,82660.0,77820.0,74510.0,59720.0,73870.0,74510.0,68310.0,77020.0,77220.0,71670.0,55390.0,77990.0,102800.0,76790.0,79180.0,62390.0,68170.0,63990.0,70570.0,92150.0,74510.0,80050.0,72950.0,66740.0,65180.0,97560.0,78210.0,62360.0,76440.0,78500.0,61480.0,80840.0,70820.0,81600.0,69580.0,53670.0,62270.0,76610.0,61870.0,74510.0,75650.0,79410.0,47660.0,67850.0,74510.0,74510.0,51860.0,74510.0,14245.0,315.0,55.0,575.0,119.0,2881.0,260.0,276.0,39.0,64.0,425.0,441.0,57.0,24.0,921.0,1181.0,394.0,323.0,409.0,213.0,173.0,504.0,1031.0,3881.0,315.0,173.0,630.0,46.0,197.0,331.0,449.0,205.0,252.0,897.0,937.0,71.0,1417.0,386.0,205.0,1275.0,24.0,1015.0,87.0,457.0,1685.0,708.0,28.0,527.0,701.0,157.0,708.0,25.0,6.0,55.0,3.0
"Conduct gambling games, such as dice, roulette, cards, or keno, following all applicable rules and regulations.",conduct gambling games such as dice roulette cards or keno following all applicable rules and regulations,Conduct amusement or gaming activities.,Conduct amusement or gaming activities.,Performing for or Working Directly with the Public,Gaming Dealers,gaming dealers,39-3011.00,Gambling Dealers,39-3011,39-3011.00,Gambling Services Workers,Entertainment Attendants and Related Workers,Personal Care and Service Occupations,2026-05-31,0.0113071264295034,4.295671841266577,True,5.928751153846154,4.66,97.86,0.33010617859156,0.1285714285714286,E0,E0,34320.0,34320.0,34320.0,60940.0,28380.0,35090.0,30800.0,34320.0,39330.0,34320.0,38500.0,21430.0,34320.0,34320.0,31200.0,24160.0,23020.0,34320.0,34320.0,17760.0,34320.0,31740.0,34320.0,29120.0,27190.0,28250.0,28600.0,21940.0,34320.0,25690.0,32100.0,33000.0,36990.0,50860.0,34320.0,27370.0,40710.0,23720.0,62230.0,48230.0,34320.0,27350.0,36190.0,34320.0,25090.0,34320.0,34320.0,26170.0,58700.0,25100.0,61670.0,34320.0,34320.0,22930.0,34320.0,83910.0,1133.0,175.0,1680.0,360.0,15050.0,870.0,909.0,270.0,376.0,5370.0,2621.0,336.0,460.0,2470.0,2410.0,970.0,771.0,1072.0,2650.0,343.0,1770.0,1950.0,2510.0,1370.0,2730.0,1160.0,274.0,549.0,17390.0,460.0,3030.0,370.0,2010.0,2649.0,900.0,640.0,1980.0,350.0,2970.0,269.0,140.0,170.0,1758.0,560.0,930.0,163.0,2203.0,4370.0,610.0,630.0,150.0,36.0,720.0,17.0
"Conduct gambling tables or games, such as dice, roulette, cards, or keno, and ensure that game rules are followed.",conduct gambling tables or games such as dice roulette cards or keno and ensure that game rules are followed,Conduct amusement or gaming activities.,Conduct amusement or gaming activities.,Performing for or Working Directly with the Public,Gaming and Sports Book Writers and Runners,gaming and sports book writers and runners,39-3012.00,Gambling and Sports Book Writers and Runners,39-3012,39-3012.00,Gambling Services Workers,Entertainment Attendants and Related Workers,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.2574000000000005,True,6.062625769230769,4.77,49.58,1.0585685361885595,0.3,E0,E0,34980.0,34980.0,34980.0,35640.0,34980.0,44860.0,34450.0,34420.0,34980.0,34980.0,34160.0,34980.0,34980.0,34980.0,34610.0,32730.0,37440.0,31550.0,37910.0,26620.0,34980.0,35230.0,47720.0,37720.0,35370.0,28340.0,34980.0,22030.0,29670.0,37500.0,34980.0,48260.0,34980.0,54740.0,34980.0,30640.0,38460.0,34980.0,34980.0,30690.0,34980.0,33650.0,30620.0,34980.0,30660.0,34980.0,34980.0,34980.0,42180.0,19740.0,47250.0,34980.0,34980.0,34980.0,34980.0,8950.0,121.0,19.0,260.0,75.0,1480.0,164.0,70.0,28.0,40.0,568.0,280.0,36.0,49.0,130.0,90.0,100.0,40.0,60.0,180.0,37.0,158.0,208.0,252.0,350.0,110.0,168.0,1050.0,360.0,1440.0,39.0,90.0,50.0,100.0,283.0,110.0,360.0,98.0,112.0,90.0,29.0,130.0,80.0,187.0,440.0,99.0,17.0,235.0,220.0,180.0,80.0,16.0,4.0,54.0,2.0
"Conduct historical research, and publish or present findings and theories.",conduct historical research and publish or present findings and theories,Conduct historical research.,Research historical or social issues.,Getting Information,Historians,historians,19-3093.00,Historians,19-3093,19-3093.00,Miscellaneous Social Scientists and Related Workers,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.779299847792999,False,1.8549930769230767,3.82,90.68,1.3912588938928427,1.008180939302439,E2,E2,76750.0,72490.0,76750.0,76750.0,76750.0,97420.0,76750.0,66770.0,76750.0,118290.0,74740.0,63840.0,92520.0,76750.0,89670.0,63770.0,76750.0,72600.0,63530.0,80620.0,76750.0,120580.0,121710.0,62920.0,103040.0,46010.0,64230.0,76750.0,70050.0,80140.0,76750.0,77080.0,66790.0,62960.0,73440.0,76750.0,60350.0,50980.0,99560.0,71970.0,76750.0,52120.0,76750.0,71080.0,78240.0,33840.0,76750.0,101920.0,99720.0,76750.0,45810.0,76750.0,76750.0,76750.0,76750.0,3450.0,60.0,7.0,71.0,29.0,210.0,63.0,40.0,11.0,250.0,110.0,110.0,70.0,19.0,134.0,30.0,34.0,40.0,50.0,60.0,14.0,50.0,80.0,80.0,50.0,90.0,50.0,11.0,30.0,34.0,15.0,130.0,40.0,410.0,120.0,9.0,122.0,50.0,40.0,70.0,11.0,60.0,10.0,40.0,130.0,80.0,7.0,180.0,30.0,15.0,50.0,6.0,1.0,21.0,1.0
Conduct investigations of information security breaches to identify vulnerabilities and evaluate the damage.,conduct investigations of information security breaches to identify vulnerabilities and evaluate the damage,Investigate illegal or suspicious activities.,Investigate criminal or legal matters.,Getting Information,"Computer Occupations, All Other",computer occupations all other,15-1199.00,Information Security Engineers,15-1299,15-1299.05,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.9024,False,0.525775,4.22,94.74,0.3667644402980353,0.8999999999999999,E2,E2,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,17371.0,630.0,170.0,5510.0,268.0,19188.0,2825.0,742.0,860.0,4118.0,13710.0,4939.0,498.0,249.0,2672.0,800.0,922.0,321.0,1850.0,1202.0,900.0,4563.0,1477.0,1781.0,1001.0,347.0,14340.0,129.0,546.0,625.0,232.0,2875.0,395.0,11460.0,3612.0,175.0,6150.0,795.0,587.0,14580.0,199.0,1029.0,240.0,2617.0,13650.0,1599.0,316.0,4070.0,3438.0,809.0,1120.0,41.0,67.0,211.0,10.0
"Conduct logical analyses of business, scientific, engineering, and other technical problems, formulating mathematical models of problems for solution by computers.",conduct logical analyses of business scientific engineering and other technical problems formulating mathematical models of problems for solution by computers,Analyze data to identify trends or relationships among variables.,Analyze scientific or applied data using mathematical principles.,Analyzing Data or Information,Computer and Information Research Scientists,computer and information research scientists,15-1111.00,Computer and Information Research Scientists,15-1221,15-1221.00,Computer and Information Research Scientists,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.854414558544145,False,1.7264569230769231,3.61,93.37,0.9941338960795352,0.7,E0,E1,140300.0,117870.0,140300.0,129760.0,140300.0,159100.0,133160.0,131650.0,140300.0,144190.0,119810.0,92250.0,134350.0,140300.0,136540.0,85460.0,140300.0,140300.0,140300.0,115210.0,140300.0,145310.0,170510.0,82590.0,135850.0,109050.0,127820.0,140300.0,140300.0,134310.0,136160.0,140840.0,165690.0,181990.0,128370.0,140300.0,135510.0,93100.0,206220.0,130300.0,121470.0,126980.0,140300.0,108830.0,121210.0,94700.0,140300.0,157390.0,202400.0,140300.0,140300.0,140300.0,140300.0,140300.0,140300.0,37200.0,570.0,77.0,360.0,310.0,8440.0,400.0,403.0,115.0,330.0,1070.0,810.0,70.0,70.0,630.0,720.0,371.0,342.0,475.0,140.0,152.0,2870.0,1760.0,530.0,30.0,300.0,230.0,122.0,243.0,80.0,90.0,1580.0,490.0,1950.0,600.0,102.0,280.0,590.0,730.0,330.0,500.0,430.0,109.0,779.0,1960.0,1250.0,72.0,3590.0,2050.0,167.0,699.0,67.0,16.0,223.0,8.0
"Conduct market research analysis to identify search query trends, real-time search and news media activity, popular social media topics, electronic commerce trends, market opportunities, or competitor performance.",conduct market research analysis to identify search query trends realtime search and news media activity popular social media topics electronic commerce trends market opportunities or competitor performance,Analyze market or customer related data.,Analyze market or industry conditions.,Analyzing Data or Information,Search Marketing Strategists,search marketing strategists,15-1199.10,Search Marketing Strategists,13-1161,13-1161.01,Market Research Analysts and Marketing Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0678427585770207,4.947822596829219,False,0.507116923076923,3.61,100.0,0.3987278737808377,1.1,E2,E2,78760.0,59530.0,66710.0,71940.0,65430.0,94700.0,93050.0,77740.0,101270.0,98090.0,75450.0,75850.0,59390.0,60970.0,79120.0,63700.0,66390.0,70430.0,61480.0,59690.0,71980.0,76370.0,101810.0,66780.0,87510.0,56640.0,70140.0,68080.0,60000.0,71840.0,64570.0,88190.0,61950.0,98580.0,78410.0,61580.0,72790.0,61940.0,79150.0,68760.0,86240.0,69440.0,63490.0,69790.0,72520.0,62630.0,74880.0,76980.0,95120.0,52340.0,64800.0,60990.0,42240.0,39330.0,59990.0,449790.0,9503.0,646.0,17952.0,7079.0,134863.0,31578.0,11247.0,3570.0000000000005,7181.0,60770.0,27810.0,1824.0,4281.0,45940.0,14400.0,10058.0,8089.999999999999,7124.0,6071.0,2707.0,15370.0,44977.0,27432.0,24103.0,2968.0,16865.0,1654.0,4281.0,6547.0,4757.0,26039.0,1824.0,91177.0,30700.0,1756.0,31000.0,7498.0,12810.0,31040.0,3636.0,13501.0,1733.0,14770.0,71753.0,14510.0,860.0000000000001,29007.0,27704.0,1869.0,17669.0,963.0,91.0,2741.0,102.0
Conduct market research and analyze industry trends.,conduct market research and analyze industry trends,Analyze market research data.,Analyze market or industry conditions.,Analyzing Data or Information,Funeral Service Managers,funeral service managers,11-9061.00,Funeral Home Managers,11-9171,11-9171.00,Personal Service Managers,Other Management Occupations,Management Occupations,2026-05-31,0.1017641378655311,4.955767301905717,False,0.0349596153846153,3.41,77.89,0.0129856592101699,0.8999999999999999,E2,E2,78790.0,63010.0,78790.0,61420.0,60260.0,82370.0,78790.0,102810.0,78790.0,78790.0,72180.0,79010.0,61440.0,78790.0,78790.0,77910.0,81220.0,61890.0,47040.0,81930.0,76020.0,100670.0,80790.0,77140.0,79900.0,63390.0,66670.0,84900.0,78590.0,60750.0,83200.0,101520.0,82850.0,103530.0,80730.0,68080.0,99440.0,64440.0,80350.0,104400.0,122150.0,77400.0,100880.0,78130.0,67740.0,82510.0,78790.0,81700.0,102540.0,71990.0,79560.0,78790.0,78790.0,78790.0,78790.0,13910.0,490.0,29.0,200.0,230.0,760.0,120.0,90.0,60.0,62.0,1050.0,420.0,90.0,76.0,270.0,300.0,210.0,130.0,400.0,190.0,60.0,260.0,280.0,430.0,500.0,140.0,560.0,50.0,110.0,100.0,60.0,420.0,60.0,820.0,460.0,40.0,420.0,200.0,90.0,560.0,120.0,220.0,70.0,430.0,1230.0,160.0,27.0,310.0,80.0,150.0,440.0,25.0,6.0,83.0,3.0
Conduct meetings with staff to discuss production progress and to ensure production objectives are attained.,conduct meetings with staff to discuss production progress and to ensure production objectives are attained,Discuss production content and progress with others.,Communicate with others about specifications or project details.,"Communicating with Supervisors, Peers, or Subordinates",Producers and Directors,producers and directors,27-2012.00,Producers and Directors,27-2012,27-2012.00,"Actors, Producers, and Directors","Entertainers and Performers, Sports and Related Workers","Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.907657657657658,False,0.976705,3.82,84.85,0.0619950119088969,0.1,E2,E0,90360.0,63340.0,54060.0,67320.0,38820.0,129790.0,78060.0,88260.0,72650.0,104270.0,79920.0,79950.0,66190.0,61150.0,81080.0,59870.0,58550.0,60600.0,54550.0,62920.0,71320.0,79350.0,80970.0,65720.0,76360.0,48100.0,66460.0,52580.0,52580.0,78480.0,61560.0,119840.0,90360.0,107550.0,63700.0,57870.0,69350.0,61600.0,87460.0,75460.0,84250.0,56030.0,60260.0,73020.0,71710.0,76350.0,55660.0,65900.0,81550.0,46660.0,66390.0,60420.0,90360.0,48820.0,90360.0,47706.66666666666,639.0,98.0,1057.0,430.0,20964.0,1205.0,1352.0,92.0,1623.0,4400.0,3079.0,313.0,234.0,1948.0,910.0,443.0,258.0,584.0,541.0,246.0,989.0,2114.0,1420.0,854.0,240.0,1002.0,240.0,289.0,1002.0,184.0,1825.0,320.0,17202.0,2151.0,104.0,989.0,473.0,1008.0,2581.0,344.0,731.0,104.0,1795.0,4062.0,1026.0,178.0,1733.0,1395.0,141.0,983.0,80.0,12.0,160.0,6.0
"Conduct needs assessments or surveys to determine interest in, or satisfaction with, wellness and fitness programs, events, or services.",conduct needs assessments or surveys to determine interest in or satisfaction with wellness and fitness programs events or services,Conduct opinion surveys or needs assessments.,Collect data about consumer needs or opinions.,Getting Information,Fitness and Wellness Coordinators,fitness and wellness coordinators,11-9039.02,Fitness and Wellness Coordinators,11-9179,11-9179.01,Personal Service Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0113071264295034,4.951230577293864,False,0.0466161538461538,3.76,100.0,0.0099966901763251,0.4580035873119796,E2,E2,69770.0,69770.0,69770.0,69770.0,69770.0,77840.0,83080.0,69770.0,69770.0,69770.0,61460.0,73720.0,88130.0,69770.0,63500.0,61300.0,69720.0,69770.0,69770.0,69770.0,69770.0,83990.0,69770.0,52840.0,69770.0,44600.0,69770.0,69770.0,58640.0,69770.0,69770.0,77350.0,69770.0,65150.0,73990.0,69770.0,58940.0,64810.0,64910.0,72640.0,69770.0,61100.0,69770.0,72360.0,61310.0,51500.0,99570.0,65800.0,75700.0,69770.0,104860.0,69770.0,69770.0,69770.0,69770.0,5599.0,76.0,12.0,116.0,47.0,2154.0,32.0,61.0,17.0,25.0,355.0,150.0,118.0,31.0,107.0,129.0,246.0,51.0,72.0,70.0,23.0,547.0,130.0,158.0,105.0,64.0,105.0,18.0,86.0,56.0,25.0,182.0,31.0,439.0,257.0,15.0,198.0,54.0,86.0,300.0,18.0,83.0,16.0,182.0,504.0,62.0,32.0,86.0,54.0,25.0,64.0,10.0,2.0,33.0,1.0
"Conduct network and security system audits, using established criteria.",conduct network and security system audits using established criteria,"Analyze security of systems, network, or data.",Analyze performance of systems or equipment.,Analyzing Data or Information,"Computer Occupations, All Other",computer occupations all other,15-1199.00,Penetration Testers,15-1299,15-1299.04,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0452285057180138,4.822931346889471,False,0.3063835439560439,3.9614285714285713,82.10142857142857,0.2290179608458336,0.775504782961451,E2,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,17371.0,630.0,170.0,5510.0,268.0,19188.0,2825.0,742.0,860.0,4118.0,13710.0,4939.0,498.0,249.0,2672.0,800.0,922.0,321.0,1850.0,1202.0,900.0,4563.0,1477.0,1781.0,1001.0,347.0,14340.0,129.0,546.0,625.0,232.0,2875.0,395.0,11460.0,3612.0,175.0,6150.0,795.0,587.0,14580.0,199.0,1029.0,240.0,2617.0,13650.0,1599.0,316.0,4070.0,3438.0,809.0,1120.0,41.0,67.0,211.0,10.0
"Conduct nutritional assessments of individuals, including obtaining and evaluating individuals' dietary histories, to plan nutritional programs.",conduct nutritional assessments of individuals including obtaining and evaluating individuals dietary histories to plan nutritional programs,"Collect medical information from patients, family members, or other medical professionals.",Collect information about patients or clients.,Getting Information,Dietetic Technicians,dietetic technicians,29-2051.00,Dietetic Technicians,29-2051,29-2051.00,Health Practitioner Support Technologists and Technicians,Health Technologists and Technicians,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.65521878555912,False,1.7868926923076924,4.55,86.37,2.47562828913355,1.931885171323354,E2,E2,37640.0,37640.0,37640.0,45970.0,31900.0,46410.0,47810.0,42040.0,41280.0,40810.0,34740.0,34240.0,43580.0,32620.0,42550.0,31660.0,35220.0,35060.0,28970.0,28860.0,42320.0,33710.0,39760.0,36420.0,47610.0,28690.0,36100.0,40040.0,37760.0,37630.0,41830.0,40530.0,37580.0,50420.0,31010.0,35890.0,41380.0,38840.0,54670.0,34090.0,39400.0,36770.0,37640.0,37640.0,30280.0,40580.0,37640.0,38790.0,47000.0,35210.0,38750.0,37640.0,37640.0,24960.0,37640.0,31560.0,426.0,66.0,370.0,210.0,6310.0,230.0,330.0,150.0,190.0,2420.0,490.0,130.0,170.0,590.0,690.0,350.0,140.0,430.0,190.0,40.0,1670.0,910.0,3060.0,170.0,120.0,290.0,100.0,100.0,370.0,230.0,400.0,100.0,1580.0,1300.0,90.0,660.0,130.0,60.0,2300.0,50.0,450.0,92.0,230.0,1360.0,890.0,61.0,460.0,290.0,260.0,410.0,57.0,13.0,189.0,6.0
"Conduct nutritional assessments of individuals, including obtaining and evaluating individuals' dietary histories, to plan nutritional programs.",conduct nutritional assessments of individuals including obtaining and evaluating individuals dietary histories to plan nutritional programs,"Evaluate patient functioning, capabilities, or health.",Evaluate patient or client condition or treatment options.,"Judging the Qualities of Objects, Services, or People",Dietetic Technicians,dietetic technicians,29-2051.00,Dietetic Technicians,29-2051,29-2051.00,Health Practitioner Support Technologists and Technicians,Health Technologists and Technicians,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.65521878555912,False,1.7868926923076924,4.55,86.37,2.47562828913355,1.931885171323354,E2,E2,37640.0,37640.0,37640.0,45970.0,31900.0,46410.0,47810.0,42040.0,41280.0,40810.0,34740.0,34240.0,43580.0,32620.0,42550.0,31660.0,35220.0,35060.0,28970.0,28860.0,42320.0,33710.0,39760.0,36420.0,47610.0,28690.0,36100.0,40040.0,37760.0,37630.0,41830.0,40530.0,37580.0,50420.0,31010.0,35890.0,41380.0,38840.0,54670.0,34090.0,39400.0,36770.0,37640.0,37640.0,30280.0,40580.0,37640.0,38790.0,47000.0,35210.0,38750.0,37640.0,37640.0,24960.0,37640.0,31560.0,426.0,66.0,370.0,210.0,6310.0,230.0,330.0,150.0,190.0,2420.0,490.0,130.0,170.0,590.0,690.0,350.0,140.0,430.0,190.0,40.0,1670.0,910.0,3060.0,170.0,120.0,290.0,100.0,100.0,370.0,230.0,400.0,100.0,1580.0,1300.0,90.0,660.0,130.0,60.0,2300.0,50.0,450.0,92.0,230.0,1360.0,890.0,61.0,460.0,290.0,260.0,410.0,57.0,13.0,189.0,6.0
"Conduct nutritional assessments of individuals, including obtaining and evaluating individuals' dietary histories, to plan nutritional programs.",conduct nutritional assessments of individuals including obtaining and evaluating individuals dietary histories to plan nutritional programs,Analyze patient data to determine patient needs or treatment goals.,Analyze health or medical data.,Analyzing Data or Information,Dietetic Technicians,dietetic technicians,29-2051.00,Dietetic Technicians,29-2051,29-2051.00,Health Practitioner Support Technologists and Technicians,Health Technologists and Technicians,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.65521878555912,False,1.7868926923076924,4.55,86.37,2.47562828913355,1.931885171323354,E2,E2,37640.0,37640.0,37640.0,45970.0,31900.0,46410.0,47810.0,42040.0,41280.0,40810.0,34740.0,34240.0,43580.0,32620.0,42550.0,31660.0,35220.0,35060.0,28970.0,28860.0,42320.0,33710.0,39760.0,36420.0,47610.0,28690.0,36100.0,40040.0,37760.0,37630.0,41830.0,40530.0,37580.0,50420.0,31010.0,35890.0,41380.0,38840.0,54670.0,34090.0,39400.0,36770.0,37640.0,37640.0,30280.0,40580.0,37640.0,38790.0,47000.0,35210.0,38750.0,37640.0,37640.0,24960.0,37640.0,31560.0,426.0,66.0,370.0,210.0,6310.0,230.0,330.0,150.0,190.0,2420.0,490.0,130.0,170.0,590.0,690.0,350.0,140.0,430.0,190.0,40.0,1670.0,910.0,3060.0,170.0,120.0,290.0,100.0,100.0,370.0,230.0,400.0,100.0,1580.0,1300.0,90.0,660.0,130.0,60.0,2300.0,50.0,450.0,92.0,230.0,1360.0,890.0,61.0,460.0,290.0,260.0,410.0,57.0,13.0,189.0,6.0
"Conduct online marketing initiatives, such as paid ad placement, affiliate programs, sponsorship programs, email promotions, or viral marketing campaigns on social media Web sites.",conduct online marketing initiatives such as paid ad placement affiliate programs sponsorship programs email promotions or viral marketing campaigns on social media web sites,Implement advertising or marketing initiatives.,Implement procedures or processes.,Making Decisions and Solving Problems,Search Marketing Strategists,search marketing strategists,15-1199.10,Search Marketing Strategists,13-1161,13-1161.01,Market Research Analysts and Marketing Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.78042195780422,False,1.226650769230769,3.73,95.65,0.7838932626941474,0.7999999999999999,E2,E2,78760.0,59530.0,66710.0,71940.0,65430.0,94700.0,93050.0,77740.0,101270.0,98090.0,75450.0,75850.0,59390.0,60970.0,79120.0,63700.0,66390.0,70430.0,61480.0,59690.0,71980.0,76370.0,101810.0,66780.0,87510.0,56640.0,70140.0,68080.0,60000.0,71840.0,64570.0,88190.0,61950.0,98580.0,78410.0,61580.0,72790.0,61940.0,79150.0,68760.0,86240.0,69440.0,63490.0,69790.0,72520.0,62630.0,74880.0,76980.0,95120.0,52340.0,64800.0,60990.0,42240.0,39330.0,59990.0,449790.0,9503.0,646.0,17952.0,7079.0,134863.0,31578.0,11247.0,3570.0000000000005,7181.0,60770.0,27810.0,1824.0,4281.0,45940.0,14400.0,10058.0,8089.999999999999,7124.0,6071.0,2707.0,15370.0,44977.0,27432.0,24103.0,2968.0,16865.0,1654.0,4281.0,6547.0,4757.0,26039.0,1824.0,91177.0,30700.0,1756.0,31000.0,7498.0,12810.0,31040.0,3636.0,13501.0,1733.0,14770.0,71753.0,14510.0,860.0000000000001,29007.0,27704.0,1869.0,17669.0,963.0,91.0,2741.0,102.0
Conduct or direct the internal investigation of compliance issues.,conduct or direct the internal investigation of compliance issues,Determine operational compliance with regulations or standards.,Monitor operations to ensure compliance with regulations or standards.,"Monitoring Processes, Materials, or Surroundings",Compliance Managers,compliance managers,11-9199.02,Compliance Managers,11-9199,11-9199.02,Miscellaneous Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.9453405938559545,False,0.15728,4.11,80.84,0.5998574976886856,6.53714223311962,E2,E2,141900.0,135890.0,127950.0,129870.0,87520.0,174560.0,171140.0,162690.0,168060.0,175720.0,108890.0,125000.0,130000.0,131550.0,140240.0,79900.0,128080.0,131710.0,122930.0,103140.0,115920.0,159040.0,182950.0,134260.0,152600.0,101570.0,125760.0,110470.0,116430.0,112040.0,145630.0,161510.0,123550.0,167200.0,141160.0,126440.0,129940.0,131870.0,125580.0,131600.0,165900.0,129960.0,119470.0,99430.0,134390.0,134890.0,125440.0,166230.0,164160.0,124940.0,107050.0,113420.0,104010.0,82250.0,95530.0,131731.0,1668.0,1474.0,7232.0,4819.0,84333.0,11907.0,6208.0,1084.0,15727.0,32029.0,29370.0,528.0,1042.0,26829.0,5920.0,3049.0,2278.0,2024.0,11196.0,1575.0,14846.0,9002.0,7944.0,3523.0,813.0,9671.0,1355.0,2236.0,7715.0,1126.0,25635.0,3193.0,15642.0,18488.0,1728.0,6233.0,1135.0,6504.0,17082.0,669.0,1872.0,483.0,14829.0,52007.0,7783.0,898.0,18259.0,8884.0,3083.0,12060.0,720.0,152.0,4700.0,119.0
"Conduct personal background investigations, such as pre-employment checks, to obtain information about an individual's character, financial status, or personal history.",conduct personal background investigations such as preemployment checks to obtain information about an individuals character financial status or personal history,Investigate personal characteristics or activities of individuals.,"Investigate individuals' background, behavior, or activities.",Getting Information,Private Detectives and Investigators,private detectives and investigators,33-9021.00,Private Detectives and Investigators,33-9021,33-9021.00,Private Detectives and Investigators,Other Protective Service Workers,Protective Service Occupations,2026-05-31,0.0113071264295034,4.929977674040998,False,1.064843076923077,4.36,88.93,0.589669783983647,0.7999999999999999,E0,E2,51220.0,46810.0,53440.0,61030.0,47750.0,61250.0,48730.0,75010.0,55710.0,72720.0,50640.0,45060.0,45750.0,47910.0,60210.0,41830.0,41110.0,45260.0,47650.0,41950.0,43830.0,51220.0,50240.0,48650.0,57880.0,39060.0,41600.0,47430.0,51750.0,51220.0,65370.0,54710.0,41600.0,59140.0,52890.0,44310.0,47200.0,39680.0,76480.0,51200.0,54620.0,51530.0,44840.0,49360.0,51810.0,57910.0,67910.0,56160.0,64080.0,46410.0,41850.0,54310.0,51220.0,42190.0,51220.0,35580.0,530.0,70.0,790.0,370.0,4190.0,540.0,400.0,110.0,160.0,3660.0,1460.0,70.0,210.0,1300.0,480.0,170.0,280.0,350.0,860.0,210.0,560.0,280.0,850.0,600.0,330.0,590.0,70.0,160.0,350.0,280.0,410.0,198.0,1300.0,1710.0,60.0,1560.0,370.0,610.0,1220.0,60.0,620.0,60.0,940.0,3220.0,350.0,90.0,1280.0,750.0,170.0,410.0,40.0,15.0,120.0,7.0
Conduct predictive or reactive analyses on security measures to support cyber security initiatives.,conduct predictive or reactive analyses on security measures to support cyber security initiatives,"Analyze security of systems, network, or data.",Analyze performance of systems or equipment.,Analyzing Data or Information,"Computer Occupations, All Other",computer occupations all other,15-1199.00,Digital Forensics Analysts,15-1299,15-1299.06,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.1130712642950345,4.899140111279717,False,0.3063835439560439,3.9614285714285713,82.10142857142857,0.344024517479176,0.775504782961451,E2,E2,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,17371.0,630.0,170.0,5510.0,268.0,19188.0,2825.0,742.0,860.0,4118.0,13710.0,4939.0,498.0,249.0,2672.0,800.0,922.0,321.0,1850.0,1202.0,900.0,4563.0,1477.0,1781.0,1001.0,347.0,14340.0,129.0,546.0,625.0,232.0,2875.0,395.0,11460.0,3612.0,175.0,6150.0,795.0,587.0,14580.0,199.0,1029.0,240.0,2617.0,13650.0,1599.0,316.0,4070.0,3438.0,809.0,1120.0,41.0,67.0,211.0,10.0
Conduct presentations of analytic findings.,conduct presentations of analytic findings,Present research results to others.,Present research or technical information.,Documenting/Recording Information,Intelligence Analysts,intelligence analysts,33-3021.06,Intelligence Analysts,33-3021,33-3021.06,Detectives and Criminal Investigators,Law Enforcement Workers,Protective Service Occupations,2026-05-31,0.0030529241359659,4.7646103896103895,False,0.5373803846153846,3.62,91.3,0.0800215696158285,0.2,E2,E2,93790.0,66290.0,114940.0,102340.0,54500.0,124840.0,105480.0,95240.0,122050.0,160760.0,77060.0,65430.0,113940.0,72520.0,91190.0,70340.0,79560.0,75740.0,71670.0,60450.0,88310.0,126730.0,110150.0,90650.0,80000.0,58640.0,75650.0,92410.0,100530.0,94470.0,89290.0,116300.0,86840.0,101240.0,63280.0,82290.0,79300.0,80430.0,107450.0,97580.0,88450.0,62760.0,77730.0,77090.0,90510.0,78920.0,106330.0,112760.0,115790.0,92410.0,91040.0,81880.0,93790.0,70760.0,93790.0,76524.0,2688.0,281.0,10533.0,1123.0,25298.0,3872.0,1886.0,281.0,5979.0,12920.0,10172.0,883.0,1264.0,6560.0,2568.0,823.0,2127.0,1444.0,3491.0,1103.0,2026.0,2608.0,4454.0,3952.0,1625.0,3210.0,1003.0,582.0,1184.0,582.0,6179.0,4053.0,19260.0,6741.0,843.0,4293.0,2448.0,1043.0,6761.0,722.0,2949.0,502.0,3732.0,37857.0,1103.0,381.0,6380.0,3712.0,441.0,3290.0,341.0,32.0,1244.0,16.0
Conduct primary patient assessments that include information from prior medical care.,conduct primary patient assessments that include information from prior medical care,"Evaluate patient functioning, capabilities, or health.",Evaluate patient or client condition or treatment options.,"Judging the Qualities of Objects, Services, or People","Physicians and Surgeons, All Other",physicians and surgeons all other,29-1069.00,Emergency Medicine Physicians,29-1214,29-1214.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,5.0,True,7.599600000000001,4.83,100.0,0.588427588678545,0.3795491761846308,E1,E2,409608.4615384616,460318.4023668639,432768.5207100592,409608.4615384616,409608.4615384616,306224.5562130178,409608.4615384616,451247.6923076923,409608.4615384616,360388.5207100592,301876.1538461539,399499.2307692308,409608.4615384616,308281.5976331361,459566.0946745562,458673.8461538461,361674.6153846154,409608.4615384616,348831.53846153844,409608.4615384616,409608.4615384616,398824.6153846154,380866.21301775146,418346.1538461539,399556.21301775146,325259.2899408284,544798.4615384615,409608.4615384616,498535.3846153846,409608.4615384616,409608.4615384616,302047.6923076923,407196.9822485207,389543.8461538461,371776.9822485207,400606.21301775146,435993.8461538461,376725.4437869822,409608.4615384616,487844.5562130178,458674.6153846154,373182.3668639053,401133.9053254438,502133.7869822485,359900.76923076925,264633.90532544383,421030.0591715976,433535.325443787,508005.3846153846,453558.5207100592,514364.5562130178,409608.4615384616,409608.4615384616,409608.4615384616,409608.4615384616,25684.615384615383,108.46153846153848,126.76923076923076,489.5384615384616,131.07692307692307,2670.7692307692305,512.3076923076924,400.7692307692308,84.61538461538461,117.6923076923077,1533.8461538461538,962.6153846153846,82.3076923076923,269.6923076923077,813.8461538461538,694.6153846153846,202.30769230769232,236.0,485.2307692307692,399.38461538461536,220.00000000000003,505.2307692307692,714.6153846153846,646.9230769230769,726.9230769230769,265.38461538461536,328.76923076923083,114.15384615384616,288.46153846153845,255.00000000000003,254.6153846153846,593.6923076923077,224.6153846153846,3186.1538461538457,520.7692307692307,99.23076923076924,980.7692307692308,161.53846153846155,548.4615384615385,602.3076923076924,183.84615384615384,140.0,126.15384615384616,548.1538461538462,1366.1538461538462,204.61538461538464,102.3076923076923,869.2307692307693,406.2307692307692,214.6153846153846,770.7692307692307,38.61538461538461,11.0,110.6153846153846,5.0
"Conduct reference searches, using printed materials and in-house and online databases.",conduct reference searches using printed materials and inhouse and online databases,Search information sources to find specific data.,Gather information from physical or electronic sources.,Getting Information,Library Technicians,library technicians,25-4031.00,Library Technicians,25-4031,25-4031.00,Library Technicians,"Librarians, Curators, and Archivists",Educational Instruction and Library Occupations,2026-05-31,1.187248275097863,4.779857578840286,True,0.7692965384615384,3.58,75.65,0.0965970506091133,0.2,E2,E2,44580.0,37150.0,46940.0,40510.0,28570.0,53260.0,46680.0,57060.0,47580.0,61040.0,41080.0,37320.0,50870.0,34510.0,47120.0,35560.0,38590.0,41960.0,35700.0,39180.0,44520.0,48920.0,50430.0,34680.0,51110.0,27080.0,39160.0,38220.0,36920.0,45650.0,48650.0,48840.0,38830.0,50060.0,46520.0,39240.0,37920.0,29440.0,49970.0,46100.0,48740.0,36070.0,29590.0,36400.0,38640.0,40160.0,50090.0,45560.0,62570.0,30300.0,35000.0,26850.0,44580.0,35890.0,44580.0,68690.0,390.0,220.0,820.0,390.0,7190.0,2250.0,930.0,210.0,390.0,3070.0,2130.0,110.0,520.0,2140.0,1470.0,1510.0,480.0,670.0,1410.0,320.0,1980.0,1910.0,2180.0,1180.0,270.0,1360.0,370.0,710.0,410.0,280.0,1060.0,540.0,3390.0,2350.0,370.0,4020.0,830.0,1810.0,1560.0,160.0,650.0,650.0,390.0,5180.0,310.0,150.0,2580.0,1850.0,280.0,2890.0,400.0,29.0,250.0,14.0
Conduct regular reviews of property within jurisdictions to determine changes in property due to construction or demolition.,conduct regular reviews of property within jurisdictions to determine changes in property due to construction or demolition,Evaluate condition of properties.,"Evaluate condition of financial assets, property, or other resources.","Judging the Qualities of Objects, Services, or People",Appraisers and Assessors of Real Estate,appraisers and assessors of real estate,13-2021.00,Appraisers and Assessors of Real Estate,13-2023,13-2023.00,Property Appraisers and Assessors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,5.0,False,0.33712,3.25,75.0,0.0820539174603174,0.4,E0,E2,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,28535.0,385.0,59.0,591.0,238.0,3320.0,524.0,309.0,88.0,128.0,1810.0,891.0,114.0,156.0,1112.0,584.0,284.0,262.0,365.0,353.0,117.0,504.0,663.0,803.0,538.0,212.0,535.0,93.0,187.0,283.0,125.0,781.0,159.0,1765.9999999999998,901.0,78.0,1012.0,311.0,358.99999999999994,1106.0,91.0,420.0,83.0,598.0,2565.0,316.0,55.0,749.0,647.0,128.0,536.0,51.0,12.0,171.0,6.0
"Conduct research, compile data, and prepare papers for consideration and presentation by executives, committees, and boards of directors.",conduct research compile data and prepare papers for consideration and presentation by executives committees and boards of directors,Compile data or documentation.,"Compile records, documentation, or other data.",Processing Information,Executive Secretaries and Executive Administrative Assistants,executive secretaries and executive administrative assistants,43-6011.00,Executive Secretaries and Executive Administrative Assistants,43-6011,43-6011.00,Secretaries and Administrative Assistants,Secretaries and Administrative Assistants,Office and Administrative Support Occupations,2026-05-31,0.0226142528590069,4.847532285514065,False,0.6310703846153847,3.88,71.89,0.3985974506692098,1.0,E1,E2,76590.0,69450.0,66210.0,70770.0,51600.0,89000.0,65850.0,82520.0,78920.0,90850.0,64710.0,68290.0,80710.0,60200.0,74390.0,59080.0,62340.0,64860.0,62410.0,53240.0,64100.0,78540.0,82650.0,66840.0,78470.0,55670.0,60320.0,59750.0,66210.0,67830.0,71650.0,89520.0,73890.0,80640.0,70140.0,61270.0,69600.0,59910.0,75480.0,75270.0,77820.0,60890.0,55170.0,68190.0,71990.0,61130.0,70770.0,80330.0,79250.0,63820.0,68920.0,52210.0,43930.0,37120.0,56720.0,459910.0,2880.0,1320.0,6490.0,2070.0,59640.0,10340.0,6490.0,1320.0,4560.0,19220.0,14560.0,1440.0,1180.0,14900.0,5060.0,4150.0,2750.0,2700.0,9270.0,2320.0,13960.0,14820.0,9030.0,7970.0,1240.0,8500.0,550.0,1860.0,2670.0,1210.0,11690.0,2800.0,88890.0,8890.0,540.0,10940.0,2810.0,6000.0,12910.0,950.0,3880.0,1230.0,5360.0,34520.0,5440.0,770.0,10360.0,11560.0,860.0,4480.0,560.0,80.0,7100.0,170.0
"Conduct research, compile data, and prepare papers for consideration and presentation by executives, committees, and boards of directors.",conduct research compile data and prepare papers for consideration and presentation by executives committees and boards of directors,Prepare research or technical reports.,Present research or technical information.,Documenting/Recording Information,Executive Secretaries and Executive Administrative Assistants,executive secretaries and executive administrative assistants,43-6011.00,Executive Secretaries and Executive Administrative Assistants,43-6011,43-6011.00,Secretaries and Administrative Assistants,Secretaries and Administrative Assistants,Office and Administrative Support Occupations,2026-05-31,0.0226142528590069,4.847532285514065,False,0.6310703846153847,3.88,71.89,0.3985974506692098,1.0,E1,E2,76590.0,69450.0,66210.0,70770.0,51600.0,89000.0,65850.0,82520.0,78920.0,90850.0,64710.0,68290.0,80710.0,60200.0,74390.0,59080.0,62340.0,64860.0,62410.0,53240.0,64100.0,78540.0,82650.0,66840.0,78470.0,55670.0,60320.0,59750.0,66210.0,67830.0,71650.0,89520.0,73890.0,80640.0,70140.0,61270.0,69600.0,59910.0,75480.0,75270.0,77820.0,60890.0,55170.0,68190.0,71990.0,61130.0,70770.0,80330.0,79250.0,63820.0,68920.0,52210.0,43930.0,37120.0,56720.0,459910.0,2880.0,1320.0,6490.0,2070.0,59640.0,10340.0,6490.0,1320.0,4560.0,19220.0,14560.0,1440.0,1180.0,14900.0,5060.0,4150.0,2750.0,2700.0,9270.0,2320.0,13960.0,14820.0,9030.0,7970.0,1240.0,8500.0,550.0,1860.0,2670.0,1210.0,11690.0,2800.0,88890.0,8890.0,540.0,10940.0,2810.0,6000.0,12910.0,950.0,3880.0,1230.0,5360.0,34520.0,5440.0,770.0,10360.0,11560.0,860.0,4480.0,560.0,80.0,7100.0,170.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,Research topics in area of expertise.,Maintain current knowledge in area of expertise.,Updating and Using Relevant Knowledge,"Business Teachers, Postsecondary",business teachers postsecondary,25-1011.00,"Business Teachers, Postsecondary",25-1011,25-1011.00,"Business Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,0.9139557692307692,4.37,70.7,3.263985060625748,5.888279058031491,E1,E2,99080.0,82170.0,168930.0,81600.0,64620.0,128470.0,78210.0,103750.0,130370.0,128370.0,78870.0,82820.0,76860.0,84190.0,94770.0,86640.0,83200.0,83310.0,80140.0,129040.0,83250.0,126560.0,103110.0,111190.0,95820.0,75680.0,100310.0,81490.0,88690.0,98920.0,83070.0,85250.0,83980.0,104490.0,79600.0,110050.0,79770.0,82060.0,100180.0,101760.0,103820.0,78830.0,72650.0,85950.0,101210.0,115870.0,101170.0,103860.0,100390.0,104480.0,96680.0,69550.0,99080.0,66340.0,99080.0,82150.0,1260.0,130.0,1240.0,450.0,5290.0,2080.0,1310.0,280.0,630.0,2900.0,1940.0,390.0,240.0,3580.0,2030.0,890.0,660.0,760.0,640.0,300.0,2280.0,4190.0,2240.0,980.0,530.0,1720.0,170.0,530.0,400.0,580.0,3190.0,410.0,7480.0,2960.0,250.0,3100.0,770.0,940.0,4630.0,360.0,1500.0,260.0,1260.0,7710.0,460.0,110.0,2450.0,1190.0,420.0,1940.0,150.0,35.0,450.0,17.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,"Write articles, books or other original materials in area of expertise.",Write material for artistic or commercial purposes.,Documenting/Recording Information,"Business Teachers, Postsecondary",business teachers postsecondary,25-1011.00,"Business Teachers, Postsecondary",25-1011,25-1011.00,"Business Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,0.9139557692307692,4.37,70.7,3.263985060625748,5.888279058031491,E1,E2,99080.0,82170.0,168930.0,81600.0,64620.0,128470.0,78210.0,103750.0,130370.0,128370.0,78870.0,82820.0,76860.0,84190.0,94770.0,86640.0,83200.0,83310.0,80140.0,129040.0,83250.0,126560.0,103110.0,111190.0,95820.0,75680.0,100310.0,81490.0,88690.0,98920.0,83070.0,85250.0,83980.0,104490.0,79600.0,110050.0,79770.0,82060.0,100180.0,101760.0,103820.0,78830.0,72650.0,85950.0,101210.0,115870.0,101170.0,103860.0,100390.0,104480.0,96680.0,69550.0,99080.0,66340.0,99080.0,82150.0,1260.0,130.0,1240.0,450.0,5290.0,2080.0,1310.0,280.0,630.0,2900.0,1940.0,390.0,240.0,3580.0,2030.0,890.0,660.0,760.0,640.0,300.0,2280.0,4190.0,2240.0,980.0,530.0,1720.0,170.0,530.0,400.0,580.0,3190.0,410.0,7480.0,2960.0,250.0,3100.0,770.0,940.0,4630.0,360.0,1500.0,260.0,1260.0,7710.0,460.0,110.0,2450.0,1190.0,420.0,1940.0,150.0,35.0,450.0,17.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,Research topics in area of expertise.,Maintain current knowledge in area of expertise.,Updating and Using Relevant Knowledge,"Computer Science Teachers, Postsecondary",computer science teachers postsecondary,25-1021.00,"Computer Science Teachers, Postsecondary",25-1021,25-1021.00,"Math and Computer Science Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,1.3698138461538465,4.12,60.3,2.135017047967887,2.584770514661559,E1,E2,96980.0,92640.0,96980.0,84050.0,56180.0,128210.0,80530.0,106290.0,102080.0,101380.0,76950.0,98030.0,96980.0,96980.0,98750.0,102660.0,89510.0,67400.0,83470.0,77530.0,99730.0,98850.0,128030.0,107690.0,85710.0,75520.0,90770.0,81560.0,94360.0,106640.0,83630.0,81500.0,79440.0,96450.0,80080.0,81400.0,91230.0,76570.0,107310.0,97500.0,100790.0,78240.0,75540.0,81600.0,97480.0,124460.0,94930.0,106780.0,90950.0,73880.0,97730.0,63900.0,96980.0,75050.0,96980.0,35480.0,500.0,74.0,700.0,160.0,2480.0,920.0,390.0,120.0,210.0,950.0,1160.0,142.0,120.0,1540.0,1240.0,290.0,260.0,310.0,200.0,120.0,830.0,1490.0,810.0,480.0,160.0,510.0,60.0,260.0,140.0,210.0,1440.0,200.0,3170.0,1650.0,90.0,1180.0,210.0,530.0,1520.0,160.0,380.0,150.0,560.0,3540.0,550.0,110.0,1670.0,800.0,270.0,510.0,40.0,15.0,230.0,7.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,"Write articles, books or other original materials in area of expertise.",Write material for artistic or commercial purposes.,Documenting/Recording Information,"Computer Science Teachers, Postsecondary",computer science teachers postsecondary,25-1021.00,"Computer Science Teachers, Postsecondary",25-1021,25-1021.00,"Math and Computer Science Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,1.3698138461538465,4.12,60.3,2.135017047967887,2.584770514661559,E1,E2,96980.0,92640.0,96980.0,84050.0,56180.0,128210.0,80530.0,106290.0,102080.0,101380.0,76950.0,98030.0,96980.0,96980.0,98750.0,102660.0,89510.0,67400.0,83470.0,77530.0,99730.0,98850.0,128030.0,107690.0,85710.0,75520.0,90770.0,81560.0,94360.0,106640.0,83630.0,81500.0,79440.0,96450.0,80080.0,81400.0,91230.0,76570.0,107310.0,97500.0,100790.0,78240.0,75540.0,81600.0,97480.0,124460.0,94930.0,106780.0,90950.0,73880.0,97730.0,63900.0,96980.0,75050.0,96980.0,35480.0,500.0,74.0,700.0,160.0,2480.0,920.0,390.0,120.0,210.0,950.0,1160.0,142.0,120.0,1540.0,1240.0,290.0,260.0,310.0,200.0,120.0,830.0,1490.0,810.0,480.0,160.0,510.0,60.0,260.0,140.0,210.0,1440.0,200.0,3170.0,1650.0,90.0,1180.0,210.0,530.0,1520.0,160.0,380.0,150.0,560.0,3540.0,550.0,110.0,1670.0,800.0,270.0,510.0,40.0,15.0,230.0,7.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,Research topics in area of expertise.,Maintain current knowledge in area of expertise.,Updating and Using Relevant Knowledge,"Architecture Teachers, Postsecondary",architecture teachers postsecondary,25-1031.00,"Architecture Teachers, Postsecondary",25-1031,25-1031.00,"Engineering and Architecture Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,0.6754046153846154,4.01,76.67,2.505791330742926,6.434420249228149,E1,E2,96870.0,80770.0,96870.0,96870.0,96870.0,103520.0,80530.0,122880.0,96870.0,84950.0,78960.0,96870.0,96870.0,96870.0,104580.0,84040.0,79100.0,85970.0,96870.0,83000.0,96870.0,102240.0,102920.0,100700.0,95560.0,77930.0,96870.0,77630.0,77540.0,96870.0,96870.0,83620.0,69820.0,126430.0,86850.0,96870.0,79520.0,81800.0,80640.0,101740.0,92010.0,76900.0,96870.0,79170.0,101040.0,102180.0,96870.0,105940.0,81950.0,96870.0,79980.0,96870.0,96870.0,126700.0,96870.0,7700.0,120.0,16.0,159.0,64.0,530.0,110.0,83.0,24.0,35.0,488.0,241.0,31.0,42.0,230.0,160.0,80.0,140.0,98.0,140.0,32.0,50.0,430.0,190.0,120.0,60.0,144.0,60.0,60.0,76.0,34.0,330.0,40.0,1460.0,150.0,21.0,290.0,50.0,250.0,440.0,100.0,90.0,22.0,80.0,770.0,50.0,15.0,230.0,100.0,35.0,50.0,14.0,3.0,46.0,2.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,"Write articles, books or other original materials in area of expertise.",Write material for artistic or commercial purposes.,Documenting/Recording Information,"Architecture Teachers, Postsecondary",architecture teachers postsecondary,25-1031.00,"Architecture Teachers, Postsecondary",25-1031,25-1031.00,"Engineering and Architecture Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,0.6754046153846154,4.01,76.67,2.505791330742926,6.434420249228149,E1,E2,96870.0,80770.0,96870.0,96870.0,96870.0,103520.0,80530.0,122880.0,96870.0,84950.0,78960.0,96870.0,96870.0,96870.0,104580.0,84040.0,79100.0,85970.0,96870.0,83000.0,96870.0,102240.0,102920.0,100700.0,95560.0,77930.0,96870.0,77630.0,77540.0,96870.0,96870.0,83620.0,69820.0,126430.0,86850.0,96870.0,79520.0,81800.0,80640.0,101740.0,92010.0,76900.0,96870.0,79170.0,101040.0,102180.0,96870.0,105940.0,81950.0,96870.0,79980.0,96870.0,96870.0,126700.0,96870.0,7700.0,120.0,16.0,159.0,64.0,530.0,110.0,83.0,24.0,35.0,488.0,241.0,31.0,42.0,230.0,160.0,80.0,140.0,98.0,140.0,32.0,50.0,430.0,190.0,120.0,60.0,144.0,60.0,60.0,76.0,34.0,330.0,40.0,1460.0,150.0,21.0,290.0,50.0,250.0,440.0,100.0,90.0,22.0,80.0,770.0,50.0,15.0,230.0,100.0,35.0,50.0,14.0,3.0,46.0,2.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,Research topics in area of expertise.,Maintain current knowledge in area of expertise.,Updating and Using Relevant Knowledge,"Engineering Teachers, Postsecondary",engineering teachers postsecondary,25-1032.00,"Engineering Teachers, Postsecondary",25-1032,25-1032.00,"Engineering and Architecture Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,2.448800769230769,4.49,88.32,2.2384163551541243,1.30755059991861,E1,E2,109270.0,103580.0,109600.0,108540.0,104210.0,137280.0,104070.0,124350.0,130730.0,101970.0,97340.0,131260.0,109270.0,112240.0,135430.0,106010.0,103360.0,115160.0,110810.0,125930.0,88750.0,117200.0,134850.0,127230.0,108390.0,100440.0,109270.0,101170.0,95860.0,107890.0,127070.0,109910.0,105410.0,106240.0,109270.0,109710.0,102410.0,99790.0,106840.0,82070.0,102690.0,103420.0,97700.0,100640.0,123280.0,105180.0,104110.0,121880.0,119960.0,100400.0,112830.0,103380.0,109270.0,83150.0,109270.0,40270.0,650.0,40.0,370.0,120.0,2720.0,1100.0,640.0,210.0,140.0,2555.0,700.0,161.0,180.0,1040.0,1500.0,430.0,280.0,340.0,300.0,180.0,690.0,2610.0,2120.0,560.0,330.0,620.0,280.0,390.0,290.0,170.0,1270.0,290.0,3240.0,1450.0,220.0,1260.0,470.0,610.0,2990.0,129.0,490.0,120.0,790.0,4080.0,320.0,90.0,1070.0,820.0,240.0,720.0,120.0,17.0,430.0,8.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,"Write articles, books or other original materials in area of expertise.",Write material for artistic or commercial purposes.,Documenting/Recording Information,"Engineering Teachers, Postsecondary",engineering teachers postsecondary,25-1032.00,"Engineering Teachers, Postsecondary",25-1032,25-1032.00,"Engineering and Architecture Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,2.448800769230769,4.49,88.32,2.2384163551541243,1.30755059991861,E1,E2,109270.0,103580.0,109600.0,108540.0,104210.0,137280.0,104070.0,124350.0,130730.0,101970.0,97340.0,131260.0,109270.0,112240.0,135430.0,106010.0,103360.0,115160.0,110810.0,125930.0,88750.0,117200.0,134850.0,127230.0,108390.0,100440.0,109270.0,101170.0,95860.0,107890.0,127070.0,109910.0,105410.0,106240.0,109270.0,109710.0,102410.0,99790.0,106840.0,82070.0,102690.0,103420.0,97700.0,100640.0,123280.0,105180.0,104110.0,121880.0,119960.0,100400.0,112830.0,103380.0,109270.0,83150.0,109270.0,40270.0,650.0,40.0,370.0,120.0,2720.0,1100.0,640.0,210.0,140.0,2555.0,700.0,161.0,180.0,1040.0,1500.0,430.0,280.0,340.0,300.0,180.0,690.0,2610.0,2120.0,560.0,330.0,620.0,280.0,390.0,290.0,170.0,1270.0,290.0,3240.0,1450.0,220.0,1260.0,470.0,610.0,2990.0,129.0,490.0,120.0,790.0,4080.0,320.0,90.0,1070.0,820.0,240.0,720.0,120.0,17.0,430.0,8.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,Research topics in area of expertise.,Maintain current knowledge in area of expertise.,Updating and Using Relevant Knowledge,"Agricultural Sciences Teachers, Postsecondary",agricultural sciences teachers postsecondary,25-1041.00,"Agricultural Sciences Teachers, Postsecondary",25-1041,25-1041.00,"Life Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,1.3969303846153849,4.11,76.04,2.8398839668647247,3.034139264525609,E1,E2,98700.0,80030.0,98700.0,73500.0,74340.0,109930.0,81920.0,125350.0,126770.0,98700.0,62420.0,104330.0,98700.0,105690.0,105440.0,74480.0,101080.0,112480.0,84100.0,98700.0,92480.0,129920.0,98700.0,136130.0,100410.0,69930.0,78730.0,93470.0,97640.0,98700.0,98700.0,131380.0,108290.0,98700.0,102560.0,108130.0,46160.0,64080.0,100930.0,98700.0,98700.0,98700.0,98220.0,128270.0,105370.0,64500.0,106680.0,105330.0,82960.0,98700.0,82950.0,98660.0,98700.0,85850.0,98700.0,8920.0,280.0,19.0,80.0,170.0,400.0,160.0,80.0,70.0,40.0,120.0,380.0,36.0,80.0,340.0,160.0,230.0,200.0,200.0,110.0,70.0,90.0,207.0,240.0,280.0,230.0,210.0,160.0,250.0,88.0,39.0,50.0,80.0,552.0,500.0,90.0,60.0,410.0,290.0,60.0,29.0,131.0,110.0,350.0,1170.0,90.0,60.0,230.0,160.0,50.0,370.0,90.0,4.0,80.0,2.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,"Write articles, books or other original materials in area of expertise.",Write material for artistic or commercial purposes.,Documenting/Recording Information,"Agricultural Sciences Teachers, Postsecondary",agricultural sciences teachers postsecondary,25-1041.00,"Agricultural Sciences Teachers, Postsecondary",25-1041,25-1041.00,"Life Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,1.3969303846153849,4.11,76.04,2.8398839668647247,3.034139264525609,E1,E2,98700.0,80030.0,98700.0,73500.0,74340.0,109930.0,81920.0,125350.0,126770.0,98700.0,62420.0,104330.0,98700.0,105690.0,105440.0,74480.0,101080.0,112480.0,84100.0,98700.0,92480.0,129920.0,98700.0,136130.0,100410.0,69930.0,78730.0,93470.0,97640.0,98700.0,98700.0,131380.0,108290.0,98700.0,102560.0,108130.0,46160.0,64080.0,100930.0,98700.0,98700.0,98700.0,98220.0,128270.0,105370.0,64500.0,106680.0,105330.0,82960.0,98700.0,82950.0,98660.0,98700.0,85850.0,98700.0,8920.0,280.0,19.0,80.0,170.0,400.0,160.0,80.0,70.0,40.0,120.0,380.0,36.0,80.0,340.0,160.0,230.0,200.0,200.0,110.0,70.0,90.0,207.0,240.0,280.0,230.0,210.0,160.0,250.0,88.0,39.0,50.0,80.0,552.0,500.0,90.0,60.0,410.0,290.0,60.0,29.0,131.0,110.0,350.0,1170.0,90.0,60.0,230.0,160.0,50.0,370.0,90.0,4.0,80.0,2.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,Research topics in area of expertise.,Maintain current knowledge in area of expertise.,Updating and Using Relevant Knowledge,"Biological Science Teachers, Postsecondary",biological science teachers postsecondary,25-1042.00,"Biological Science Teachers, Postsecondary",25-1042,25-1042.00,"Life Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,True,1.0937303846153847,3.81,80.63,1.0832328951032533,1.52266536876306,E1,E2,84620.0,77540.0,84620.0,83030.0,77670.0,129150.0,98680.0,96470.0,101380.0,96830.0,57140.0,88020.0,84620.0,81620.0,99060.0,83130.0,78060.0,81300.0,70630.0,79010.0,84080.0,83500.0,105050.0,103620.0,96880.0,66830.0,80970.0,100480.0,81190.0,85040.0,102410.0,79540.0,98820.0,98180.0,77700.0,90740.0,79600.0,65960.0,100820.0,85970.0,102300.0,82300.0,76570.0,78940.0,82470.0,81580.0,82230.0,79190.0,97280.0,67190.0,78920.0,82930.0,84620.0,84590.0,84620.0,50190.0,1160.0,104.0,1039.0,430.0,3610.0,810.0,870.0,130.0,350.0,2020.0,980.0,201.0,220.0,2340.0,1100.0,540.0,430.0,470.0,390.0,270.0,970.0,2060.0,1460.0,780.0,580.0,1060.0,110.0,500.0,350.0,170.0,1570.0,150.0,3870.0,1960.0,170.0,1350.0,470.0,800.0,2410.0,250.0,750.0,160.0,830.0,3840.0,300.0,170.0,1760.0,960.0,220.0,950.0,160.0,21.0,340.0,10.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,"Write articles, books or other original materials in area of expertise.",Write material for artistic or commercial purposes.,Documenting/Recording Information,"Biological Science Teachers, Postsecondary",biological science teachers postsecondary,25-1042.00,"Biological Science Teachers, Postsecondary",25-1042,25-1042.00,"Life Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,True,1.0937303846153847,3.81,80.63,1.0832328951032533,1.52266536876306,E1,E2,84620.0,77540.0,84620.0,83030.0,77670.0,129150.0,98680.0,96470.0,101380.0,96830.0,57140.0,88020.0,84620.0,81620.0,99060.0,83130.0,78060.0,81300.0,70630.0,79010.0,84080.0,83500.0,105050.0,103620.0,96880.0,66830.0,80970.0,100480.0,81190.0,85040.0,102410.0,79540.0,98820.0,98180.0,77700.0,90740.0,79600.0,65960.0,100820.0,85970.0,102300.0,82300.0,76570.0,78940.0,82470.0,81580.0,82230.0,79190.0,97280.0,67190.0,78920.0,82930.0,84620.0,84590.0,84620.0,50190.0,1160.0,104.0,1039.0,430.0,3610.0,810.0,870.0,130.0,350.0,2020.0,980.0,201.0,220.0,2340.0,1100.0,540.0,430.0,470.0,390.0,270.0,970.0,2060.0,1460.0,780.0,580.0,1060.0,110.0,500.0,350.0,170.0,1570.0,150.0,3870.0,1960.0,170.0,1350.0,470.0,800.0,2410.0,250.0,750.0,160.0,830.0,3840.0,300.0,170.0,1760.0,960.0,220.0,950.0,160.0,21.0,340.0,10.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,Research topics in area of expertise.,Maintain current knowledge in area of expertise.,Updating and Using Relevant Knowledge,"Atmospheric, Earth, Marine, and Space Sciences Teachers, Postsecondary",atmospheric earth marine and space sciences teachers postsecondary,25-1051.00,"Atmospheric, Earth, Marine, and Space Sciences Teachers, Postsecondary",25-1051,25-1051.00,"Physical Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,0.6954488461538461,3.77,61.59,2.4654893576451817,7.0,E1,E2,103170.0,81940.0,103170.0,110600.0,103170.0,133230.0,79190.0,123770.0,103170.0,103170.0,81980.0,94790.0,103170.0,103170.0,87150.0,99970.0,97660.0,101750.0,95830.0,103170.0,95320.0,107700.0,108930.0,104780.0,102900.0,77670.0,102200.0,103170.0,103170.0,105860.0,130230.0,131930.0,106990.0,87350.0,102980.0,98000.0,94890.0,104270.0,128140.0,105650.0,103170.0,76500.0,63160.0,85020.0,105080.0,97240.0,103170.0,119940.0,103070.0,81850.0,107370.0,100240.0,103170.0,103170.0,103170.0,9900.0,90.0,21.0,240.0,82.0,1410.0,340.0,230.0,31.0,44.0,350.0,50.0,40.0,54.0,150.0,130.0,50.0,80.0,40.0,122.0,130.0,180.0,470.0,180.0,90.0,120.0,130.0,32.0,65.0,60.0,50.0,270.0,50.0,1730.0,360.0,60.0,150.0,30.0,340.0,220.0,32.0,80.0,70.0,120.0,690.0,180.0,19.0,230.0,210.0,40.0,130.0,50.0,4.0,59.0,2.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,"Write articles, books or other original materials in area of expertise.",Write material for artistic or commercial purposes.,Documenting/Recording Information,"Atmospheric, Earth, Marine, and Space Sciences Teachers, Postsecondary",atmospheric earth marine and space sciences teachers postsecondary,25-1051.00,"Atmospheric, Earth, Marine, and Space Sciences Teachers, Postsecondary",25-1051,25-1051.00,"Physical Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,0.6954488461538461,3.77,61.59,2.4654893576451817,7.0,E1,E2,103170.0,81940.0,103170.0,110600.0,103170.0,133230.0,79190.0,123770.0,103170.0,103170.0,81980.0,94790.0,103170.0,103170.0,87150.0,99970.0,97660.0,101750.0,95830.0,103170.0,95320.0,107700.0,108930.0,104780.0,102900.0,77670.0,102200.0,103170.0,103170.0,105860.0,130230.0,131930.0,106990.0,87350.0,102980.0,98000.0,94890.0,104270.0,128140.0,105650.0,103170.0,76500.0,63160.0,85020.0,105080.0,97240.0,103170.0,119940.0,103070.0,81850.0,107370.0,100240.0,103170.0,103170.0,103170.0,9900.0,90.0,21.0,240.0,82.0,1410.0,340.0,230.0,31.0,44.0,350.0,50.0,40.0,54.0,150.0,130.0,50.0,80.0,40.0,122.0,130.0,180.0,470.0,180.0,90.0,120.0,130.0,32.0,65.0,60.0,50.0,270.0,50.0,1730.0,360.0,60.0,150.0,30.0,340.0,220.0,32.0,80.0,70.0,120.0,690.0,180.0,19.0,230.0,210.0,40.0,130.0,50.0,4.0,59.0,2.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,Research topics in area of expertise.,Maintain current knowledge in area of expertise.,Updating and Using Relevant Knowledge,"Chemistry Teachers, Postsecondary",chemistry teachers postsecondary,25-1052.00,"Chemistry Teachers, Postsecondary",25-1052,25-1052.00,"Physical Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,1.850823076923077,4.08,88.81,2.3106364906106056,1.626468420628555,E1,E2,93250.0,76430.0,93250.0,103790.0,64720.0,132960.0,96600.0,78820.0,104610.0,103370.0,77630.0,85300.0,93250.0,93250.0,97860.0,81530.0,82050.0,93830.0,82550.0,83680.0,85250.0,101530.0,108270.0,101030.0,104380.0,66420.0,83000.0,84680.0,85050.0,101640.0,102220.0,81600.0,85240.0,99880.0,78620.0,111020.0,77910.0,64450.0,101350.0,95070.0,100920.0,81200.0,75810.0,79150.0,81810.0,102110.0,78560.0,80330.0,85970.0,81830.0,83480.0,82830.0,93250.0,78640.0,93250.0,19980.0,310.0,42.0,210.0,110.0,1650.0,330.0,350.0,80.0,100.0,340.0,500.0,80.0,60.0,880.0,530.0,230.0,170.0,250.0,140.0,70.0,310.0,820.0,560.0,430.0,130.0,460.0,80.0,150.0,60.0,70.0,750.0,80.0,1840.0,900.0,60.0,700.0,220.0,460.0,1270.0,110.0,270.0,70.0,370.0,1470.0,200.0,90.0,760.0,390.0,90.0,450.0,30.0,9.0,210.0,4.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,"Write articles, books or other original materials in area of expertise.",Write material for artistic or commercial purposes.,Documenting/Recording Information,"Chemistry Teachers, Postsecondary",chemistry teachers postsecondary,25-1052.00,"Chemistry Teachers, Postsecondary",25-1052,25-1052.00,"Physical Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,1.850823076923077,4.08,88.81,2.3106364906106056,1.626468420628555,E1,E2,93250.0,76430.0,93250.0,103790.0,64720.0,132960.0,96600.0,78820.0,104610.0,103370.0,77630.0,85300.0,93250.0,93250.0,97860.0,81530.0,82050.0,93830.0,82550.0,83680.0,85250.0,101530.0,108270.0,101030.0,104380.0,66420.0,83000.0,84680.0,85050.0,101640.0,102220.0,81600.0,85240.0,99880.0,78620.0,111020.0,77910.0,64450.0,101350.0,95070.0,100920.0,81200.0,75810.0,79150.0,81810.0,102110.0,78560.0,80330.0,85970.0,81830.0,83480.0,82830.0,93250.0,78640.0,93250.0,19980.0,310.0,42.0,210.0,110.0,1650.0,330.0,350.0,80.0,100.0,340.0,500.0,80.0,60.0,880.0,530.0,230.0,170.0,250.0,140.0,70.0,310.0,820.0,560.0,430.0,130.0,460.0,80.0,150.0,60.0,70.0,750.0,80.0,1840.0,900.0,60.0,700.0,220.0,460.0,1270.0,110.0,270.0,70.0,370.0,1470.0,200.0,90.0,760.0,390.0,90.0,450.0,30.0,9.0,210.0,4.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,Research topics in area of expertise.,Maintain current knowledge in area of expertise.,Updating and Using Relevant Knowledge,"Environmental Science Teachers, Postsecondary",environmental science teachers postsecondary,25-1053.00,"Environmental Science Teachers, Postsecondary",25-1053,25-1053.00,"Physical Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,0.547945,4.04,85.82,1.5775896713299904,4.104493712691824,E1,E2,94980.0,64700.0,94980.0,81730.0,59910.0,108290.0,78800.0,94980.0,94980.0,99300.0,77830.0,84290.0,94980.0,94980.0,104440.0,78400.0,79570.0,94980.0,139110.0,94980.0,92120.0,131060.0,106110.0,112730.0,93640.0,76210.0,83210.0,97890.0,94980.0,94820.0,102650.0,82890.0,111270.0,102640.0,82360.0,94980.0,82920.0,113680.0,90270.0,91640.0,94980.0,99540.0,94980.0,98560.0,79160.0,103510.0,102580.0,104730.0,101430.0,94980.0,79120.0,94980.0,94980.0,94980.0,94980.0,6690.0,40.0,14.0,190.0,40.0,300.0,210.0,120.0,21.0,30.0,80.0,330.0,27.0,37.0,170.0,70.0,40.0,61.0,70.0,83.0,30.0,220.0,280.0,270.0,120.0,50.0,100.0,60.0,44.0,50.0,90.0,350.0,50.0,610.0,210.0,18.0,210.0,30.0,170.0,240.0,21.0,130.0,20.0,100.0,380.0,40.0,100.0,300.0,190.0,30.0,160.0,12.0,3.0,40.0,1.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,"Write articles, books or other original materials in area of expertise.",Write material for artistic or commercial purposes.,Documenting/Recording Information,"Environmental Science Teachers, Postsecondary",environmental science teachers postsecondary,25-1053.00,"Environmental Science Teachers, Postsecondary",25-1053,25-1053.00,"Physical Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,0.547945,4.04,85.82,1.5775896713299904,4.104493712691824,E1,E2,94980.0,64700.0,94980.0,81730.0,59910.0,108290.0,78800.0,94980.0,94980.0,99300.0,77830.0,84290.0,94980.0,94980.0,104440.0,78400.0,79570.0,94980.0,139110.0,94980.0,92120.0,131060.0,106110.0,112730.0,93640.0,76210.0,83210.0,97890.0,94980.0,94820.0,102650.0,82890.0,111270.0,102640.0,82360.0,94980.0,82920.0,113680.0,90270.0,91640.0,94980.0,99540.0,94980.0,98560.0,79160.0,103510.0,102580.0,104730.0,101430.0,94980.0,79120.0,94980.0,94980.0,94980.0,94980.0,6690.0,40.0,14.0,190.0,40.0,300.0,210.0,120.0,21.0,30.0,80.0,330.0,27.0,37.0,170.0,70.0,40.0,61.0,70.0,83.0,30.0,220.0,280.0,270.0,120.0,50.0,100.0,60.0,44.0,50.0,90.0,350.0,50.0,610.0,210.0,18.0,210.0,30.0,170.0,240.0,21.0,130.0,20.0,100.0,380.0,40.0,100.0,300.0,190.0,30.0,160.0,12.0,3.0,40.0,1.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,Research topics in area of expertise.,Maintain current knowledge in area of expertise.,Updating and Using Relevant Knowledge,"Physics Teachers, Postsecondary",physics teachers postsecondary,25-1054.00,"Physics Teachers, Postsecondary",25-1054,25-1054.00,"Physical Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,0.6252761538461539,3.68,78.15,2.703581090972167,6.466177850759744,E1,E2,100310.0,82750.0,100310.0,65730.0,64900.0,139420.0,99280.0,112410.0,108810.0,85190.0,74050.0,101580.0,100310.0,106040.0,94900.0,102970.0,104270.0,97140.0,80270.0,90040.0,104270.0,110980.0,111280.0,109090.0,107240.0,71160.0,99970.0,98050.0,98460.0,96330.0,99050.0,98920.0,108850.0,103100.0,87370.0,101700.0,96310.0,91580.0,104320.0,98370.0,100310.0,81210.0,86010.0,80630.0,97760.0,99860.0,98390.0,104490.0,96930.0,98320.0,89630.0,100310.0,100310.0,83830.0,100310.0,13090.0,170.0,27.0,350.0,30.0,1130.0,280.0,260.0,70.0,130.0,180.0,210.0,52.0,50.0,540.0,270.0,120.0,110.0,160.0,90.0,60.0,300.0,680.0,460.0,250.0,100.0,230.0,70.0,70.0,90.0,40.0,530.0,70.0,1080.0,440.0,40.0,420.0,90.0,230.0,580.0,42.0,150.0,30.0,340.0,1110.0,120.0,50.0,610.0,310.0,50.0,210.0,23.0,6.0,80.0,3.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,"Write articles, books or other original materials in area of expertise.",Write material for artistic or commercial purposes.,Documenting/Recording Information,"Physics Teachers, Postsecondary",physics teachers postsecondary,25-1054.00,"Physics Teachers, Postsecondary",25-1054,25-1054.00,"Physical Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,0.6252761538461539,3.68,78.15,2.703581090972167,6.466177850759744,E1,E2,100310.0,82750.0,100310.0,65730.0,64900.0,139420.0,99280.0,112410.0,108810.0,85190.0,74050.0,101580.0,100310.0,106040.0,94900.0,102970.0,104270.0,97140.0,80270.0,90040.0,104270.0,110980.0,111280.0,109090.0,107240.0,71160.0,99970.0,98050.0,98460.0,96330.0,99050.0,98920.0,108850.0,103100.0,87370.0,101700.0,96310.0,91580.0,104320.0,98370.0,100310.0,81210.0,86010.0,80630.0,97760.0,99860.0,98390.0,104490.0,96930.0,98320.0,89630.0,100310.0,100310.0,83830.0,100310.0,13090.0,170.0,27.0,350.0,30.0,1130.0,280.0,260.0,70.0,130.0,180.0,210.0,52.0,50.0,540.0,270.0,120.0,110.0,160.0,90.0,60.0,300.0,680.0,460.0,250.0,100.0,230.0,70.0,70.0,90.0,40.0,530.0,70.0,1080.0,440.0,40.0,420.0,90.0,230.0,580.0,42.0,150.0,30.0,340.0,1110.0,120.0,50.0,610.0,310.0,50.0,210.0,23.0,6.0,80.0,3.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,Research topics in area of expertise.,Maintain current knowledge in area of expertise.,Updating and Using Relevant Knowledge,"Area, Ethnic, and Cultural Studies Teachers, Postsecondary",area ethnic and cultural studies teachers postsecondary,25-1062.00,"Area, Ethnic, and Cultural Studies Teachers, Postsecondary",25-1062,25-1062.00,"Social Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,0.8063057692307692,4.08,86.93,1.752719923399339,3.148264567386001,E1,E2,85020.0,63090.0,81700.0,75680.0,85020.0,105220.0,79190.0,99900.0,85020.0,101700.0,66520.0,77630.0,85020.0,85020.0,90030.0,84970.0,85020.0,107120.0,74690.0,85020.0,103060.0,91330.0,100470.0,87840.0,81580.0,85020.0,85020.0,78690.0,85020.0,85020.0,125450.0,97500.0,85020.0,101800.0,66470.0,85020.0,80060.0,76600.0,80310.0,96010.0,104460.0,64500.0,85020.0,75060.0,72250.0,82990.0,85020.0,85960.0,81410.0,71200.0,78770.0,76170.0,85020.0,46660.0,85020.0,11300.0,50.0,80.0,240.0,94.0,770.0,160.0,310.0,35.0,230.0,120.0,450.0,45.0,62.0,220.0,260.0,113.0,90.0,90.0,140.0,50.0,520.0,610.0,460.0,280.0,84.0,212.0,90.0,74.0,112.0,80.0,480.0,63.0,1520.0,590.0,31.0,390.0,50.0,340.0,260.0,36.0,130.0,33.0,60.0,830.0,40.0,22.0,300.0,240.0,40.0,180.0,40.0,5.0,68.0,2.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,"Write articles, books or other original materials in area of expertise.",Write material for artistic or commercial purposes.,Documenting/Recording Information,"Area, Ethnic, and Cultural Studies Teachers, Postsecondary",area ethnic and cultural studies teachers postsecondary,25-1062.00,"Area, Ethnic, and Cultural Studies Teachers, Postsecondary",25-1062,25-1062.00,"Social Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,0.8063057692307692,4.08,86.93,1.752719923399339,3.148264567386001,E1,E2,85020.0,63090.0,81700.0,75680.0,85020.0,105220.0,79190.0,99900.0,85020.0,101700.0,66520.0,77630.0,85020.0,85020.0,90030.0,84970.0,85020.0,107120.0,74690.0,85020.0,103060.0,91330.0,100470.0,87840.0,81580.0,85020.0,85020.0,78690.0,85020.0,85020.0,125450.0,97500.0,85020.0,101800.0,66470.0,85020.0,80060.0,76600.0,80310.0,96010.0,104460.0,64500.0,85020.0,75060.0,72250.0,82990.0,85020.0,85960.0,81410.0,71200.0,78770.0,76170.0,85020.0,46660.0,85020.0,11300.0,50.0,80.0,240.0,94.0,770.0,160.0,310.0,35.0,230.0,120.0,450.0,45.0,62.0,220.0,260.0,113.0,90.0,90.0,140.0,50.0,520.0,610.0,460.0,280.0,84.0,212.0,90.0,74.0,112.0,80.0,480.0,63.0,1520.0,590.0,31.0,390.0,50.0,340.0,260.0,36.0,130.0,33.0,60.0,830.0,40.0,22.0,300.0,240.0,40.0,180.0,40.0,5.0,68.0,2.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,Research topics in area of expertise.,Maintain current knowledge in area of expertise.,Updating and Using Relevant Knowledge,"Economics Teachers, Postsecondary",economics teachers postsecondary,25-1063.00,"Economics Teachers, Postsecondary",25-1063,25-1063.00,"Social Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,1.3780034615384615,4.41,89.66,2.6271527178467675,2.340633860707272,E1,E2,123920.0,101250.0,123920.0,137250.0,76610.0,137360.0,98870.0,155950.0,123920.0,161860.0,91140.0,117600.0,123920.0,123920.0,124850.0,105390.0,85090.0,103490.0,106250.0,132670.0,125960.0,133540.0,164410.0,129400.0,108460.0,88290.0,116530.0,123920.0,130980.0,123920.0,201610.0,109880.0,110020.0,127500.0,114200.0,123920.0,105930.0,107260.0,136450.0,117970.0,123920.0,109060.0,85700.0,104560.0,118530.0,128370.0,134850.0,128790.0,96500.0,91170.0,99970.0,123920.0,123920.0,123920.0,123920.0,11560.0,90.0,24.0,100.0,40.0,770.0,270.0,300.0,36.0,220.0,150.0,370.0,46.0,63.0,460.0,150.0,80.0,130.0,120.0,70.0,70.0,200.0,750.0,350.0,250.0,70.0,150.0,38.0,90.0,115.0,80.0,410.0,60.0,1240.0,490.0,32.0,410.0,110.0,180.0,610.0,37.0,110.0,40.0,250.0,770.0,150.0,80.0,460.0,190.0,40.0,310.0,21.0,5.0,69.0,2.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,"Write articles, books or other original materials in area of expertise.",Write material for artistic or commercial purposes.,Documenting/Recording Information,"Economics Teachers, Postsecondary",economics teachers postsecondary,25-1063.00,"Economics Teachers, Postsecondary",25-1063,25-1063.00,"Social Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,1.3780034615384615,4.41,89.66,2.6271527178467675,2.340633860707272,E1,E2,123920.0,101250.0,123920.0,137250.0,76610.0,137360.0,98870.0,155950.0,123920.0,161860.0,91140.0,117600.0,123920.0,123920.0,124850.0,105390.0,85090.0,103490.0,106250.0,132670.0,125960.0,133540.0,164410.0,129400.0,108460.0,88290.0,116530.0,123920.0,130980.0,123920.0,201610.0,109880.0,110020.0,127500.0,114200.0,123920.0,105930.0,107260.0,136450.0,117970.0,123920.0,109060.0,85700.0,104560.0,118530.0,128370.0,134850.0,128790.0,96500.0,91170.0,99970.0,123920.0,123920.0,123920.0,123920.0,11560.0,90.0,24.0,100.0,40.0,770.0,270.0,300.0,36.0,220.0,150.0,370.0,46.0,63.0,460.0,150.0,80.0,130.0,120.0,70.0,70.0,200.0,750.0,350.0,250.0,70.0,150.0,38.0,90.0,115.0,80.0,410.0,60.0,1240.0,490.0,32.0,410.0,110.0,180.0,610.0,37.0,110.0,40.0,250.0,770.0,150.0,80.0,460.0,190.0,40.0,310.0,21.0,5.0,69.0,2.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,Research topics in area of expertise.,Maintain current knowledge in area of expertise.,Updating and Using Relevant Knowledge,"Geography Teachers, Postsecondary",geography teachers postsecondary,25-1064.00,"Geography Teachers, Postsecondary",25-1064,25-1064.00,"Social Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,0.5862353846153846,4.35,91.04,1.5693346741676215,3.707363053082063,E1,E2,97590.0,97590.0,97590.0,82510.0,97590.0,146040.0,97590.0,105470.0,97590.0,97590.0,97590.0,85420.0,97590.0,97590.0,100790.0,82830.0,97590.0,97590.0,86790.0,97590.0,97590.0,103430.0,101870.0,81380.0,95890.0,75130.0,83530.0,97590.0,72300.0,97590.0,97590.0,78540.0,89060.0,100420.0,84630.0,97590.0,81290.0,84170.0,113500.0,97120.0,97590.0,85810.0,97590.0,81220.0,99510.0,97590.0,107790.0,97590.0,90550.0,97590.0,78710.0,97590.0,97590.0,97590.0,97590.0,3330.0,45.0,7.0,110.0,28.0,280.0,61.0,40.0,10.0,15.0,211.0,60.0,13.0,18.0,140.0,70.0,33.0,31.0,50.0,41.0,14.0,110.0,60.0,80.0,120.0,50.0,40.0,11.0,40.0,33.0,15.0,50.0,30.0,200.0,160.0,9.0,150.0,50.0,180.0,220.0,11.0,80.0,10.0,80.0,180.0,37.0,40.0,87.0,100.0,15.0,70.0,6.0,1.0,20.0,1.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,"Write articles, books or other original materials in area of expertise.",Write material for artistic or commercial purposes.,Documenting/Recording Information,"Geography Teachers, Postsecondary",geography teachers postsecondary,25-1064.00,"Geography Teachers, Postsecondary",25-1064,25-1064.00,"Social Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,0.5862353846153846,4.35,91.04,1.5693346741676215,3.707363053082063,E1,E2,97590.0,97590.0,97590.0,82510.0,97590.0,146040.0,97590.0,105470.0,97590.0,97590.0,97590.0,85420.0,97590.0,97590.0,100790.0,82830.0,97590.0,97590.0,86790.0,97590.0,97590.0,103430.0,101870.0,81380.0,95890.0,75130.0,83530.0,97590.0,72300.0,97590.0,97590.0,78540.0,89060.0,100420.0,84630.0,97590.0,81290.0,84170.0,113500.0,97120.0,97590.0,85810.0,97590.0,81220.0,99510.0,97590.0,107790.0,97590.0,90550.0,97590.0,78710.0,97590.0,97590.0,97590.0,97590.0,3330.0,45.0,7.0,110.0,28.0,280.0,61.0,40.0,10.0,15.0,211.0,60.0,13.0,18.0,140.0,70.0,33.0,31.0,50.0,41.0,14.0,110.0,60.0,80.0,120.0,50.0,40.0,11.0,40.0,33.0,15.0,50.0,30.0,200.0,160.0,9.0,150.0,50.0,180.0,220.0,11.0,80.0,10.0,80.0,180.0,37.0,40.0,87.0,100.0,15.0,70.0,6.0,1.0,20.0,1.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,Research topics in area of expertise.,Maintain current knowledge in area of expertise.,Updating and Using Relevant Knowledge,"Political Science Teachers, Postsecondary",political science teachers postsecondary,25-1065.00,"Political Science Teachers, Postsecondary",25-1065,25-1065.00,"Social Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,1.2157746153846154,4.4,88.8,3.2016604091814607,3.610561272719705,E1,E2,98070.0,77860.0,98070.0,99910.0,58350.0,124890.0,98070.0,100230.0,98070.0,102310.0,77860.0,79870.0,98070.0,98070.0,100700.0,83770.0,80160.0,78800.0,78670.0,88090.0,96760.0,105630.0,128150.0,107060.0,97170.0,59270.0,94500.0,109050.0,86380.0,93300.0,124110.0,100260.0,80640.0,104050.0,78760.0,98070.0,80090.0,63400.0,83580.0,97230.0,101320.0,78650.0,72580.0,81330.0,86950.0,80610.0,107490.0,101430.0,101140.0,77420.0,83190.0,84750.0,98070.0,98070.0,98070.0,16970.0,180.0,35.0,190.0,80.0,1060.0,312.0,320.0,53.0,1120.0,270.0,470.0,68.0,93.0,460.0,630.0,100.0,80.0,140.0,70.0,60.0,370.0,920.0,380.0,250.0,90.0,280.0,55.0,50.0,70.0,90.0,650.0,40.0,1460.0,440.0,47.0,460.0,90.0,540.0,660.0,170.0,210.0,30.0,250.0,1890.0,70.0,80.0,830.0,450.0,70.0,290.0,40.0,7.0,102.0,3.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,"Write articles, books or other original materials in area of expertise.",Write material for artistic or commercial purposes.,Documenting/Recording Information,"Political Science Teachers, Postsecondary",political science teachers postsecondary,25-1065.00,"Political Science Teachers, Postsecondary",25-1065,25-1065.00,"Social Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,1.2157746153846154,4.4,88.8,3.2016604091814607,3.610561272719705,E1,E2,98070.0,77860.0,98070.0,99910.0,58350.0,124890.0,98070.0,100230.0,98070.0,102310.0,77860.0,79870.0,98070.0,98070.0,100700.0,83770.0,80160.0,78800.0,78670.0,88090.0,96760.0,105630.0,128150.0,107060.0,97170.0,59270.0,94500.0,109050.0,86380.0,93300.0,124110.0,100260.0,80640.0,104050.0,78760.0,98070.0,80090.0,63400.0,83580.0,97230.0,101320.0,78650.0,72580.0,81330.0,86950.0,80610.0,107490.0,101430.0,101140.0,77420.0,83190.0,84750.0,98070.0,98070.0,98070.0,16970.0,180.0,35.0,190.0,80.0,1060.0,312.0,320.0,53.0,1120.0,270.0,470.0,68.0,93.0,460.0,630.0,100.0,80.0,140.0,70.0,60.0,370.0,920.0,380.0,250.0,90.0,280.0,55.0,50.0,70.0,90.0,650.0,40.0,1460.0,440.0,47.0,460.0,90.0,540.0,660.0,170.0,210.0,30.0,250.0,1890.0,70.0,80.0,830.0,450.0,70.0,290.0,40.0,7.0,102.0,3.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,Research topics in area of expertise.,Maintain current knowledge in area of expertise.,Updating and Using Relevant Knowledge,"Psychology Teachers, Postsecondary",psychology teachers postsecondary,25-1066.00,"Psychology Teachers, Postsecondary",25-1066,25-1066.00,"Social Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,1.009248846153846,3.9,91.81,1.3667773085860602,1.826944494992069,E1,E2,80340.0,75340.0,79040.0,78610.0,60730.0,107340.0,76810.0,84500.0,102340.0,101250.0,69050.0,79440.0,80340.0,83010.0,77860.0,77820.0,78450.0,79730.0,74520.0,91340.0,81660.0,101430.0,82930.0,99900.0,82640.0,62590.0,79240.0,77120.0,77340.0,81300.0,95030.0,80790.0,83600.0,100720.0,75260.0,97110.0,78530.0,61720.0,80060.0,75960.0,94360.0,74890.0,65020.0,76010.0,77060.0,93090.0,81100.0,77950.0,78330.0,74280.0,77580.0,65050.0,80340.0,66580.0,80340.0,41530.0,610.0,70.0,940.0,190.0,4410.0,960.0,920.0,129.0,340.0,1120.0,820.0,166.0,180.0,2260.0,760.0,320.0,230.0,590.0,140.0,110.0,640.0,2640.0,920.0,760.0,260.0,590.0,90.0,170.0,140.0,110.0,1630.0,100.0,4070.0,1100.0,60.0,1500.0,410.0,660.0,2120.0,180.0,390.0,70.0,790.0,3380.0,200.0,100.0,1050.0,840.0,150.0,630.0,80.0,18.0,400.0,9.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,"Write articles, books or other original materials in area of expertise.",Write material for artistic or commercial purposes.,Documenting/Recording Information,"Psychology Teachers, Postsecondary",psychology teachers postsecondary,25-1066.00,"Psychology Teachers, Postsecondary",25-1066,25-1066.00,"Social Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,1.009248846153846,3.9,91.81,1.3667773085860602,1.826944494992069,E1,E2,80340.0,75340.0,79040.0,78610.0,60730.0,107340.0,76810.0,84500.0,102340.0,101250.0,69050.0,79440.0,80340.0,83010.0,77860.0,77820.0,78450.0,79730.0,74520.0,91340.0,81660.0,101430.0,82930.0,99900.0,82640.0,62590.0,79240.0,77120.0,77340.0,81300.0,95030.0,80790.0,83600.0,100720.0,75260.0,97110.0,78530.0,61720.0,80060.0,75960.0,94360.0,74890.0,65020.0,76010.0,77060.0,93090.0,81100.0,77950.0,78330.0,74280.0,77580.0,65050.0,80340.0,66580.0,80340.0,41530.0,610.0,70.0,940.0,190.0,4410.0,960.0,920.0,129.0,340.0,1120.0,820.0,166.0,180.0,2260.0,760.0,320.0,230.0,590.0,140.0,110.0,640.0,2640.0,920.0,760.0,260.0,590.0,90.0,170.0,140.0,110.0,1630.0,100.0,4070.0,1100.0,60.0,1500.0,410.0,660.0,2120.0,180.0,390.0,70.0,790.0,3380.0,200.0,100.0,1050.0,840.0,150.0,630.0,80.0,18.0,400.0,9.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,Research topics in area of expertise.,Maintain current knowledge in area of expertise.,Updating and Using Relevant Knowledge,"Sociology Teachers, Postsecondary",sociology teachers postsecondary,25-1067.00,"Sociology Teachers, Postsecondary",25-1067,25-1067.00,"Social Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,0.7518688461538461,4.14,92.65,3.272781728519786,6.053986690087116,E1,E2,84290.0,73670.0,84290.0,78430.0,62390.0,127680.0,78630.0,101490.0,123710.0,103160.0,63470.0,84330.0,84290.0,84140.0,82610.0,79880.0,81910.0,78630.0,61260.0,83700.0,76010.0,95980.0,96790.0,102870.0,87340.0,70860.0,77800.0,75880.0,76230.0,87480.0,112890.0,78350.0,77740.0,97540.0,76430.0,84290.0,79690.0,64900.0,101960.0,99660.0,84290.0,78410.0,64210.0,77370.0,81220.0,99350.0,87620.0,78120.0,83140.0,77380.0,84960.0,84290.0,84290.0,84090.0,84290.0,11850.0,210.0,25.0,230.0,30.0,810.0,220.0,320.0,37.0,70.0,230.0,230.0,48.0,50.0,440.0,290.0,140.0,110.0,150.0,80.0,80.0,200.0,580.0,370.0,240.0,90.0,100.0,30.0,70.0,100.0,40.0,550.0,50.0,1130.0,550.0,33.0,550.0,120.0,150.0,440.0,38.0,120.0,40.0,190.0,1040.0,70.0,40.0,400.0,200.0,60.0,450.0,21.0,5.0,70.0,2.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,"Write articles, books or other original materials in area of expertise.",Write material for artistic or commercial purposes.,Documenting/Recording Information,"Sociology Teachers, Postsecondary",sociology teachers postsecondary,25-1067.00,"Sociology Teachers, Postsecondary",25-1067,25-1067.00,"Social Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,0.7518688461538461,4.14,92.65,3.272781728519786,6.053986690087116,E1,E2,84290.0,73670.0,84290.0,78430.0,62390.0,127680.0,78630.0,101490.0,123710.0,103160.0,63470.0,84330.0,84290.0,84140.0,82610.0,79880.0,81910.0,78630.0,61260.0,83700.0,76010.0,95980.0,96790.0,102870.0,87340.0,70860.0,77800.0,75880.0,76230.0,87480.0,112890.0,78350.0,77740.0,97540.0,76430.0,84290.0,79690.0,64900.0,101960.0,99660.0,84290.0,78410.0,64210.0,77370.0,81220.0,99350.0,87620.0,78120.0,83140.0,77380.0,84960.0,84290.0,84290.0,84090.0,84290.0,11850.0,210.0,25.0,230.0,30.0,810.0,220.0,320.0,37.0,70.0,230.0,230.0,48.0,50.0,440.0,290.0,140.0,110.0,150.0,80.0,80.0,200.0,580.0,370.0,240.0,90.0,100.0,30.0,70.0,100.0,40.0,550.0,50.0,1130.0,550.0,33.0,550.0,120.0,150.0,440.0,38.0,120.0,40.0,190.0,1040.0,70.0,40.0,400.0,200.0,60.0,450.0,21.0,5.0,70.0,2.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,Research topics in area of expertise.,Maintain current knowledge in area of expertise.,Updating and Using Relevant Knowledge,"Health Specialties Teachers, Postsecondary",health specialties teachers postsecondary,25-1071.00,"Health Specialties Teachers, Postsecondary",25-1071,25-1071.00,"Health Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,0.0865765384615384,3.57,67.98,0.3622535768301376,7.0,E1,E2,107310.0,92310.0,73890.0,99000.0,124890.0,165110.0,136930.0,107310.0,105780.0,167520.0,88710.0,106960.0,81480.0,101910.0,92860.0,98170.0,128490.0,86700.0,83680.0,125130.0,103090.0,108160.0,134520.0,108970.0,103510.0,137220.0,130490.0,101220.0,80960.0,77160.0,85250.0,96630.0,134600.0,131220.0,103220.0,100760.0,74720.0,76450.0,103180.0,107920.0,103780.0,82480.0,78720.0,98870.0,108150.0,168060.0,107500.0,106880.0,137520.0,60300.0,81500.0,93480.0,107310.0,85320.0,107310.0,221270.0,3360.0,460.0,3620.0,2080.0,17350.0,7800.0,7370.0,260.0,1460.0,8500.0,4860.0,290.0,1212.0,7740.0,4880.0,3230.0,1060.0,1380.0,2250.0,730.0,7460.0,10250.0,3430.0,3050.0,1890.0,5700.0,370.0,2760.0,1230.0,430.0,2960.0,1430.0,21410.0,9240.0,510.0,5670.0,950.0,2170.0,14890.0,480.0,1030.0,270.0,4400.0,18960.0,3520.0,1170.0,5040.0,4510.0,2400.0,4410.0,230.0,94.0,1480.0,45.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,"Write articles, books or other original materials in area of expertise.",Write material for artistic or commercial purposes.,Documenting/Recording Information,"Health Specialties Teachers, Postsecondary",health specialties teachers postsecondary,25-1071.00,"Health Specialties Teachers, Postsecondary",25-1071,25-1071.00,"Health Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,0.0865765384615384,3.57,67.98,0.3622535768301376,7.0,E1,E2,107310.0,92310.0,73890.0,99000.0,124890.0,165110.0,136930.0,107310.0,105780.0,167520.0,88710.0,106960.0,81480.0,101910.0,92860.0,98170.0,128490.0,86700.0,83680.0,125130.0,103090.0,108160.0,134520.0,108970.0,103510.0,137220.0,130490.0,101220.0,80960.0,77160.0,85250.0,96630.0,134600.0,131220.0,103220.0,100760.0,74720.0,76450.0,103180.0,107920.0,103780.0,82480.0,78720.0,98870.0,108150.0,168060.0,107500.0,106880.0,137520.0,60300.0,81500.0,93480.0,107310.0,85320.0,107310.0,221270.0,3360.0,460.0,3620.0,2080.0,17350.0,7800.0,7370.0,260.0,1460.0,8500.0,4860.0,290.0,1212.0,7740.0,4880.0,3230.0,1060.0,1380.0,2250.0,730.0,7460.0,10250.0,3430.0,3050.0,1890.0,5700.0,370.0,2760.0,1230.0,430.0,2960.0,1430.0,21410.0,9240.0,510.0,5670.0,950.0,2170.0,14890.0,480.0,1030.0,270.0,4400.0,18960.0,3520.0,1170.0,5040.0,4510.0,2400.0,4410.0,230.0,94.0,1480.0,45.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,Research topics in area of expertise.,Maintain current knowledge in area of expertise.,Updating and Using Relevant Knowledge,"Nursing Instructors and Teachers, Postsecondary",nursing instructors and teachers postsecondary,25-1072.00,"Nursing Instructors and Teachers, Postsecondary",25-1072,25-1072.00,"Health Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,0.4455099999999999,3.84,64.12,0.5774235012884178,2.48315660117022,E1,E2,80250.0,79690.0,85650.0,78980.0,63090.0,81960.0,82530.0,95500.0,98170.0,107770.0,82410.0,77720.0,129530.0,90890.0,79150.0,76080.0,77360.0,62870.0,71920.0,79960.0,79600.0,84050.0,85130.0,78870.0,81280.0,75060.0,76340.0,77980.0,82720.0,96500.0,78310.0,76980.0,79380.0,82950.0,80400.0,80710.0,76700.0,67840.0,78050.0,78460.0,78340.0,79540.0,66630.0,80050.0,84930.0,82320.0,66660.0,82550.0,81630.0,62210.0,84700.0,72590.0,80250.0,58210.0,80250.0,77960.0,1460.0,162.0,1930.0,830.0,5610.0,1350.0,1380.0,240.0,110.0,4320.0,1590.0,1890.0,430.0,4940.0,1520.0,770.0,470.0,1130.0,440.0,420.0,840.0,2280.0,1740.0,1340.0,1050.0,1040.0,240.0,300.0,870.0,320.0,2000.0,320.0,6340.0,2560.0,150.0,4290.0,640.0,450.0,4290.0,260.0,1150.0,250.0,1150.0,6830.0,580.0,151.0,1670.0,1300.0,400.0,1760.0,150.0,33.0,380.0,16.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,"Write articles, books or other original materials in area of expertise.",Write material for artistic or commercial purposes.,Documenting/Recording Information,"Nursing Instructors and Teachers, Postsecondary",nursing instructors and teachers postsecondary,25-1072.00,"Nursing Instructors and Teachers, Postsecondary",25-1072,25-1072.00,"Health Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,0.4455099999999999,3.84,64.12,0.5774235012884178,2.48315660117022,E1,E2,80250.0,79690.0,85650.0,78980.0,63090.0,81960.0,82530.0,95500.0,98170.0,107770.0,82410.0,77720.0,129530.0,90890.0,79150.0,76080.0,77360.0,62870.0,71920.0,79960.0,79600.0,84050.0,85130.0,78870.0,81280.0,75060.0,76340.0,77980.0,82720.0,96500.0,78310.0,76980.0,79380.0,82950.0,80400.0,80710.0,76700.0,67840.0,78050.0,78460.0,78340.0,79540.0,66630.0,80050.0,84930.0,82320.0,66660.0,82550.0,81630.0,62210.0,84700.0,72590.0,80250.0,58210.0,80250.0,77960.0,1460.0,162.0,1930.0,830.0,5610.0,1350.0,1380.0,240.0,110.0,4320.0,1590.0,1890.0,430.0,4940.0,1520.0,770.0,470.0,1130.0,440.0,420.0,840.0,2280.0,1740.0,1340.0,1050.0,1040.0,240.0,300.0,870.0,320.0,2000.0,320.0,6340.0,2560.0,150.0,4290.0,640.0,450.0,4290.0,260.0,1150.0,250.0,1150.0,6830.0,580.0,151.0,1670.0,1300.0,400.0,1760.0,150.0,33.0,380.0,16.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,Research topics in area of expertise.,Maintain current knowledge in area of expertise.,Updating and Using Relevant Knowledge,"Education Teachers, Postsecondary",education teachers postsecondary,25-1081.00,"Education Teachers, Postsecondary",25-1081,25-1081.00,"Education and Library Science Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,0.6915946153846154,4.32,81.42,3.527690873224874,7.0,E1,E2,75350.0,63730.0,75350.0,78520.0,74500.0,111850.0,66870.0,80620.0,75350.0,80810.0,63640.0,62510.0,49800.0,65720.0,61560.0,66150.0,62090.0,63010.0,61450.0,83710.0,77050.0,78820.0,79980.0,79910.0,78950.0,61860.0,65910.0,70320.0,78950.0,74240.0,49250.0,77600.0,64830.0,82020.0,70050.0,77540.0,62400.0,60880.0,73880.0,74910.0,80030.0,66690.0,63350.0,72390.0,68280.0,77090.0,78100.0,77060.0,75170.0,63270.0,74790.0,66350.0,75350.0,64790.0,75350.0,60830.0,840.0,127.0,1590.0,250.0,3100.0,1060.0,900.0,120.0,230.0,1290.0,1750.0,460.0,170.0,3930.0,1830.0,690.0,590.0,620.0,460.0,190.0,870.0,2050.0,1140.0,950.0,430.0,1140.0,130.0,600.0,310.0,630.0,2580.0,290.0,5430.0,2130.0,230.0,2120.0,560.0,1240.0,3390.0,190.0,1270.0,190.0,950.0,6400.0,330.0,170.0,1630.0,1270.0,320.0,1540.0,80.0,26.0,280.0,12.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,"Write articles, books or other original materials in area of expertise.",Write material for artistic or commercial purposes.,Documenting/Recording Information,"Education Teachers, Postsecondary",education teachers postsecondary,25-1081.00,"Education Teachers, Postsecondary",25-1081,25-1081.00,"Education and Library Science Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,0.6915946153846154,4.32,81.42,3.527690873224874,7.0,E1,E2,75350.0,63730.0,75350.0,78520.0,74500.0,111850.0,66870.0,80620.0,75350.0,80810.0,63640.0,62510.0,49800.0,65720.0,61560.0,66150.0,62090.0,63010.0,61450.0,83710.0,77050.0,78820.0,79980.0,79910.0,78950.0,61860.0,65910.0,70320.0,78950.0,74240.0,49250.0,77600.0,64830.0,82020.0,70050.0,77540.0,62400.0,60880.0,73880.0,74910.0,80030.0,66690.0,63350.0,72390.0,68280.0,77090.0,78100.0,77060.0,75170.0,63270.0,74790.0,66350.0,75350.0,64790.0,75350.0,60830.0,840.0,127.0,1590.0,250.0,3100.0,1060.0,900.0,120.0,230.0,1290.0,1750.0,460.0,170.0,3930.0,1830.0,690.0,590.0,620.0,460.0,190.0,870.0,2050.0,1140.0,950.0,430.0,1140.0,130.0,600.0,310.0,630.0,2580.0,290.0,5430.0,2130.0,230.0,2120.0,560.0,1240.0,3390.0,190.0,1270.0,190.0,950.0,6400.0,330.0,170.0,1630.0,1270.0,320.0,1540.0,80.0,26.0,280.0,12.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,Research topics in area of expertise.,Maintain current knowledge in area of expertise.,Updating and Using Relevant Knowledge,"Criminal Justice and Law Enforcement Teachers, Postsecondary",criminal justice and law enforcement teachers postsecondary,25-1111.00,"Criminal Justice and Law Enforcement Teachers, Postsecondary",25-1111,25-1111.00,"Law, Criminal Justice, and Social Work Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,0.352965,3.85,53.03,1.1837644783603145,7.0,E1,E2,76590.0,65280.0,76590.0,71230.0,62380.0,139720.0,122050.0,73090.0,80510.0,76590.0,61550.0,71510.0,76590.0,76590.0,66040.0,68340.0,79690.0,50270.0,60280.0,82100.0,76590.0,99600.0,79500.0,76770.0,83060.0,78520.0,70500.0,76590.0,61650.0,67440.0,79190.0,71610.0,76590.0,82770.0,63020.0,67720.0,76610.0,62990.0,93960.0,94710.0,84270.0,76960.0,76590.0,62090.0,77270.0,76650.0,76590.0,76590.0,72700.0,76730.0,81890.0,69530.0,76590.0,76590.0,76590.0,13150.0,130.0,27.0,310.0,60.0,1460.0,370.0,200.0,40.0,59.0,840.0,320.0,53.0,72.0,480.0,170.0,80.0,70.0,100.0,70.0,54.0,220.0,380.0,360.0,100.0,110.0,360.0,43.0,70.0,60.0,40.0,530.0,73.0,880.0,1220.0,40.0,420.0,90.0,70.0,790.0,70.0,150.0,38.0,190.0,1150.0,80.0,26.0,270.0,120.0,90.0,300.0,40.0,6.0,79.0,3.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,"Write articles, books or other original materials in area of expertise.",Write material for artistic or commercial purposes.,Documenting/Recording Information,"Criminal Justice and Law Enforcement Teachers, Postsecondary",criminal justice and law enforcement teachers postsecondary,25-1111.00,"Criminal Justice and Law Enforcement Teachers, Postsecondary",25-1111,25-1111.00,"Law, Criminal Justice, and Social Work Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,0.352965,3.85,53.03,1.1837644783603145,7.0,E1,E2,76590.0,65280.0,76590.0,71230.0,62380.0,139720.0,122050.0,73090.0,80510.0,76590.0,61550.0,71510.0,76590.0,76590.0,66040.0,68340.0,79690.0,50270.0,60280.0,82100.0,76590.0,99600.0,79500.0,76770.0,83060.0,78520.0,70500.0,76590.0,61650.0,67440.0,79190.0,71610.0,76590.0,82770.0,63020.0,67720.0,76610.0,62990.0,93960.0,94710.0,84270.0,76960.0,76590.0,62090.0,77270.0,76650.0,76590.0,76590.0,72700.0,76730.0,81890.0,69530.0,76590.0,76590.0,76590.0,13150.0,130.0,27.0,310.0,60.0,1460.0,370.0,200.0,40.0,59.0,840.0,320.0,53.0,72.0,480.0,170.0,80.0,70.0,100.0,70.0,54.0,220.0,380.0,360.0,100.0,110.0,360.0,43.0,70.0,60.0,40.0,530.0,73.0,880.0,1220.0,40.0,420.0,90.0,70.0,790.0,70.0,150.0,38.0,190.0,1150.0,80.0,26.0,270.0,120.0,90.0,300.0,40.0,6.0,79.0,3.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,Research topics in area of expertise.,Maintain current knowledge in area of expertise.,Updating and Using Relevant Knowledge,"Law Teachers, Postsecondary",law teachers postsecondary,25-1112.00,"Law Teachers, Postsecondary",25-1112,25-1112.00,"Law, Criminal Justice, and Social Work Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,1.2436034615384617,4.04,67.31,3.008888807581311,3.874935556800732,E1,E2,128500.0,135340.0,128500.0,131950.0,95630.0,119540.0,128500.0,128500.0,128500.0,134090.0,102720.0,128500.0,128500.0,106810.0,107700.0,139400.0,160700.0,138670.0,140820.0,128500.0,136400.0,139980.0,132010.0,141680.0,171790.0,74440.0,128500.0,128500.0,127690.0,128500.0,157800.0,135760.0,128500.0,132180.0,97090.0,128500.0,75930.0,128500.0,167010.0,121310.0,128490.0,162400.0,128500.0,128500.0,138160.0,68270.0,128500.0,136270.0,125210.0,128500.0,140940.0,128500.0,128500.0,128500.0,128500.0,20060.0,40.0,42.0,60.0,30.0,7800.0,368.0,217.0,62.0,670.0,720.0,150.0,80.0,40.0,470.0,180.0,90.0,50.0,120.0,248.0,50.0,180.0,840.0,330.0,80.0,40.0,376.0,66.0,100.0,199.0,90.0,470.0,112.0,2190.0,450.0,55.0,250.0,219.0,250.0,710.0,64.0,110.0,59.0,160.0,880.0,120.0,39.0,400.0,150.0,90.0,150.0,36.0,9.0,120.0,4.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,"Write articles, books or other original materials in area of expertise.",Write material for artistic or commercial purposes.,Documenting/Recording Information,"Law Teachers, Postsecondary",law teachers postsecondary,25-1112.00,"Law Teachers, Postsecondary",25-1112,25-1112.00,"Law, Criminal Justice, and Social Work Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,1.2436034615384617,4.04,67.31,3.008888807581311,3.874935556800732,E1,E2,128500.0,135340.0,128500.0,131950.0,95630.0,119540.0,128500.0,128500.0,128500.0,134090.0,102720.0,128500.0,128500.0,106810.0,107700.0,139400.0,160700.0,138670.0,140820.0,128500.0,136400.0,139980.0,132010.0,141680.0,171790.0,74440.0,128500.0,128500.0,127690.0,128500.0,157800.0,135760.0,128500.0,132180.0,97090.0,128500.0,75930.0,128500.0,167010.0,121310.0,128490.0,162400.0,128500.0,128500.0,138160.0,68270.0,128500.0,136270.0,125210.0,128500.0,140940.0,128500.0,128500.0,128500.0,128500.0,20060.0,40.0,42.0,60.0,30.0,7800.0,368.0,217.0,62.0,670.0,720.0,150.0,80.0,40.0,470.0,180.0,90.0,50.0,120.0,248.0,50.0,180.0,840.0,330.0,80.0,40.0,376.0,66.0,100.0,199.0,90.0,470.0,112.0,2190.0,450.0,55.0,250.0,219.0,250.0,710.0,64.0,110.0,59.0,160.0,880.0,120.0,39.0,400.0,150.0,90.0,150.0,36.0,9.0,120.0,4.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,Research topics in area of expertise.,Maintain current knowledge in area of expertise.,Updating and Using Relevant Knowledge,"Social Work Teachers, Postsecondary",social work teachers postsecondary,25-1113.00,"Social Work Teachers, Postsecondary",25-1113,25-1113.00,"Law, Criminal Justice, and Social Work Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,1.1790426923076922,4.32,57.65,1.4886199433638287,2.273498418374512,E1,E2,77570.0,66520.0,77570.0,71690.0,60470.0,81500.0,77570.0,79960.0,100550.0,77570.0,60580.0,65350.0,133340.0,62230.0,77010.0,74240.0,64190.0,108610.0,65260.0,77570.0,80250.0,97110.0,79710.0,76680.0,82470.0,63680.0,66470.0,43010.0,61430.0,74180.0,75500.0,77570.0,69950.0,98700.0,68660.0,77570.0,60930.0,60910.0,74320.0,75920.0,77570.0,100400.0,60100.0,75190.0,83440.0,81850.0,77570.0,77180.0,77920.0,76320.0,76420.0,77570.0,77570.0,66990.0,77570.0,12610.0,240.0,26.0,140.0,70.0,230.0,232.0,150.0,50.0,57.0,90.0,90.0,50.0,80.0,510.0,440.0,140.0,50.0,280.0,156.0,90.0,230.0,650.0,610.0,360.0,200.0,150.0,41.0,50.0,70.0,50.0,450.0,210.0,1840.0,580.0,35.0,670.0,80.0,220.0,1050.0,40.0,80.0,100.0,240.0,90.0,100.0,24.0,390.0,200.0,80.0,400.0,23.0,5.0,70.0,3.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,"Write articles, books or other original materials in area of expertise.",Write material for artistic or commercial purposes.,Documenting/Recording Information,"Social Work Teachers, Postsecondary",social work teachers postsecondary,25-1113.00,"Social Work Teachers, Postsecondary",25-1113,25-1113.00,"Law, Criminal Justice, and Social Work Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,1.1790426923076922,4.32,57.65,1.4886199433638287,2.273498418374512,E1,E2,77570.0,66520.0,77570.0,71690.0,60470.0,81500.0,77570.0,79960.0,100550.0,77570.0,60580.0,65350.0,133340.0,62230.0,77010.0,74240.0,64190.0,108610.0,65260.0,77570.0,80250.0,97110.0,79710.0,76680.0,82470.0,63680.0,66470.0,43010.0,61430.0,74180.0,75500.0,77570.0,69950.0,98700.0,68660.0,77570.0,60930.0,60910.0,74320.0,75920.0,77570.0,100400.0,60100.0,75190.0,83440.0,81850.0,77570.0,77180.0,77920.0,76320.0,76420.0,77570.0,77570.0,66990.0,77570.0,12610.0,240.0,26.0,140.0,70.0,230.0,232.0,150.0,50.0,57.0,90.0,90.0,50.0,80.0,510.0,440.0,140.0,50.0,280.0,156.0,90.0,230.0,650.0,610.0,360.0,200.0,150.0,41.0,50.0,70.0,50.0,450.0,210.0,1840.0,580.0,35.0,670.0,80.0,220.0,1050.0,40.0,80.0,100.0,240.0,90.0,100.0,24.0,390.0,200.0,80.0,400.0,23.0,5.0,70.0,3.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,Research topics in area of expertise.,Maintain current knowledge in area of expertise.,Updating and Using Relevant Knowledge,"Art, Drama, and Music Teachers, Postsecondary",art drama and music teachers postsecondary,25-1121.00,"Art, Drama, and Music Teachers, Postsecondary",25-1121,25-1121.00,"Arts, Communications, History, and Humanities Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,0.4446788461538462,3.77,58.15,0.4224704858398831,1.5475152717455,E1,E2,78620.0,63540.0,78620.0,72060.0,60650.0,99410.0,70060.0,78600.0,103320.0,96900.0,63820.0,79870.0,78620.0,72300.0,62960.0,76050.0,77740.0,61260.0,64440.0,78710.0,79860.0,85590.0,85820.0,82990.0,77760.0,60580.0,75960.0,78420.0,75200.0,52870.0,79090.0,80100.0,76240.0,98850.0,73800.0,67190.0,78050.0,62200.0,76770.0,77280.0,97580.0,62420.0,63380.0,72030.0,77560.0,66220.0,97980.0,74870.0,77950.0,73280.0,77560.0,59190.0,78620.0,63500.0,78620.0,93560.0,900.0,195.0,1040.0,360.0,9820.0,1950.0,1430.0,150.0,350.0,2490.0,1910.0,375.0,250.0,4170.0,1920.0,910.0,640.0,900.0,720.0,340.0,1280.0,4960.0,2410.0,1310.0,540.0,1450.0,190.0,490.0,260.0,440.0,3300.0,380.0,14920.0,2880.0,130.0,3940.0,760.0,1440.0,4170.0,440.0,1290.0,200.0,1370.0,6730.0,790.0,180.0,2840.0,1400.0,340.0,1840.0,180.0,40.0,110.0,19.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,"Write articles, books or other original materials in area of expertise.",Write material for artistic or commercial purposes.,Documenting/Recording Information,"Art, Drama, and Music Teachers, Postsecondary",art drama and music teachers postsecondary,25-1121.00,"Art, Drama, and Music Teachers, Postsecondary",25-1121,25-1121.00,"Arts, Communications, History, and Humanities Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,0.4446788461538462,3.77,58.15,0.4224704858398831,1.5475152717455,E1,E2,78620.0,63540.0,78620.0,72060.0,60650.0,99410.0,70060.0,78600.0,103320.0,96900.0,63820.0,79870.0,78620.0,72300.0,62960.0,76050.0,77740.0,61260.0,64440.0,78710.0,79860.0,85590.0,85820.0,82990.0,77760.0,60580.0,75960.0,78420.0,75200.0,52870.0,79090.0,80100.0,76240.0,98850.0,73800.0,67190.0,78050.0,62200.0,76770.0,77280.0,97580.0,62420.0,63380.0,72030.0,77560.0,66220.0,97980.0,74870.0,77950.0,73280.0,77560.0,59190.0,78620.0,63500.0,78620.0,93560.0,900.0,195.0,1040.0,360.0,9820.0,1950.0,1430.0,150.0,350.0,2490.0,1910.0,375.0,250.0,4170.0,1920.0,910.0,640.0,900.0,720.0,340.0,1280.0,4960.0,2410.0,1310.0,540.0,1450.0,190.0,490.0,260.0,440.0,3300.0,380.0,14920.0,2880.0,130.0,3940.0,760.0,1440.0,4170.0,440.0,1290.0,200.0,1370.0,6730.0,790.0,180.0,2840.0,1400.0,340.0,1840.0,180.0,40.0,110.0,19.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,Research topics in area of expertise.,Maintain current knowledge in area of expertise.,Updating and Using Relevant Knowledge,"Communications Teachers, Postsecondary",communications teachers postsecondary,25-1122.00,"Communications Teachers, Postsecondary",25-1122,25-1122.00,"Arts, Communications, History, and Humanities Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,0.5121923076923077,3.29,73.83,0.8710683028863448,2.911827885113726,E1,E2,78580.0,63760.0,78580.0,71230.0,59810.0,135000.0,69200.0,97210.0,100260.0,83910.0,65740.0,73430.0,78580.0,78580.0,78150.0,65390.0,77700.0,64180.0,62380.0,77250.0,78000.0,83510.0,82610.0,87670.0,83380.0,61290.0,71830.0,78110.0,79180.0,82020.0,95760.0,77780.0,49880.0,84690.0,65850.0,78120.0,77660.0,66650.0,98900.0,77790.0,95910.0,79810.0,71300.0,66630.0,77050.0,77950.0,76120.0,73750.0,75330.0,77880.0,78780.0,76760.0,78580.0,82880.0,78580.0,29420.0,300.0,61.0,630.0,140.0,3140.0,560.0,280.0,60.0,180.0,1260.0,460.0,118.0,80.0,1580.0,670.0,320.0,300.0,470.0,170.0,60.0,440.0,1110.0,630.0,450.0,180.0,480.0,60.0,90.0,70.0,40.0,1380.0,400.0,2490.0,950.0,50.0,1390.0,230.0,490.0,1530.0,110.0,320.0,80.0,440.0,2880.0,180.0,60.0,790.0,420.0,110.0,640.0,50.0,13.0,50.0,6.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,"Write articles, books or other original materials in area of expertise.",Write material for artistic or commercial purposes.,Documenting/Recording Information,"Communications Teachers, Postsecondary",communications teachers postsecondary,25-1122.00,"Communications Teachers, Postsecondary",25-1122,25-1122.00,"Arts, Communications, History, and Humanities Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,0.5121923076923077,3.29,73.83,0.8710683028863448,2.911827885113726,E1,E2,78580.0,63760.0,78580.0,71230.0,59810.0,135000.0,69200.0,97210.0,100260.0,83910.0,65740.0,73430.0,78580.0,78580.0,78150.0,65390.0,77700.0,64180.0,62380.0,77250.0,78000.0,83510.0,82610.0,87670.0,83380.0,61290.0,71830.0,78110.0,79180.0,82020.0,95760.0,77780.0,49880.0,84690.0,65850.0,78120.0,77660.0,66650.0,98900.0,77790.0,95910.0,79810.0,71300.0,66630.0,77050.0,77950.0,76120.0,73750.0,75330.0,77880.0,78780.0,76760.0,78580.0,82880.0,78580.0,29420.0,300.0,61.0,630.0,140.0,3140.0,560.0,280.0,60.0,180.0,1260.0,460.0,118.0,80.0,1580.0,670.0,320.0,300.0,470.0,170.0,60.0,440.0,1110.0,630.0,450.0,180.0,480.0,60.0,90.0,70.0,40.0,1380.0,400.0,2490.0,950.0,50.0,1390.0,230.0,490.0,1530.0,110.0,320.0,80.0,440.0,2880.0,180.0,60.0,790.0,420.0,110.0,640.0,50.0,13.0,50.0,6.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,Research topics in area of expertise.,Maintain current knowledge in area of expertise.,Updating and Using Relevant Knowledge,"English Language and Literature Teachers, Postsecondary",english language and literature teachers postsecondary,25-1123.00,"English Language and Literature Teachers, Postsecondary",25-1123,25-1123.00,"Arts, Communications, History, and Humanities Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,1.0650003846153846,3.95,80.97,1.2439883134196392,1.609399104351661,E1,E2,78760.0,62910.0,82770.0,76990.0,56520.0,130490.0,72910.0,97310.0,97100.0,82300.0,59740.0,65530.0,78760.0,78760.0,77570.0,69180.0,79720.0,62340.0,65090.0,60350.0,84290.0,83760.0,83980.0,90240.0,84200.0,60680.0,73070.0,73160.0,78450.0,85830.0,98650.0,78760.0,66450.0,84850.0,63370.0,63690.0,65140.0,53200.0,91870.0,80670.0,79190.0,64470.0,62960.0,64220.0,78900.0,73280.0,86870.0,67330.0,79840.0,63280.0,80800.0,62030.0,78760.0,73490.0,78760.0,57720.0,1040.0,90.0,870.0,320.0,5460.0,1220.0,940.0,179.0,410.0,2480.0,1140.0,231.0,316.0,2570.0,1000.0,510.0,460.0,540.0,430.0,230.0,830.0,2900.0,1730.0,920.0,530.0,1040.0,130.0,500.0,280.0,230.0,1950.0,230.0,6110.0,2140.0,120.0,2240.0,500.0,960.0,2530.0,540.0,840.0,110.0,1150.0,4310.0,420.0,170.0,1810.0,1000.0,250.0,840.0,140.0,25.0,130.0,12.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,"Write articles, books or other original materials in area of expertise.",Write material for artistic or commercial purposes.,Documenting/Recording Information,"English Language and Literature Teachers, Postsecondary",english language and literature teachers postsecondary,25-1123.00,"English Language and Literature Teachers, Postsecondary",25-1123,25-1123.00,"Arts, Communications, History, and Humanities Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,1.0650003846153846,3.95,80.97,1.2439883134196392,1.609399104351661,E1,E2,78760.0,62910.0,82770.0,76990.0,56520.0,130490.0,72910.0,97310.0,97100.0,82300.0,59740.0,65530.0,78760.0,78760.0,77570.0,69180.0,79720.0,62340.0,65090.0,60350.0,84290.0,83760.0,83980.0,90240.0,84200.0,60680.0,73070.0,73160.0,78450.0,85830.0,98650.0,78760.0,66450.0,84850.0,63370.0,63690.0,65140.0,53200.0,91870.0,80670.0,79190.0,64470.0,62960.0,64220.0,78900.0,73280.0,86870.0,67330.0,79840.0,63280.0,80800.0,62030.0,78760.0,73490.0,78760.0,57720.0,1040.0,90.0,870.0,320.0,5460.0,1220.0,940.0,179.0,410.0,2480.0,1140.0,231.0,316.0,2570.0,1000.0,510.0,460.0,540.0,430.0,230.0,830.0,2900.0,1730.0,920.0,530.0,1040.0,130.0,500.0,280.0,230.0,1950.0,230.0,6110.0,2140.0,120.0,2240.0,500.0,960.0,2530.0,540.0,840.0,110.0,1150.0,4310.0,420.0,170.0,1810.0,1000.0,250.0,840.0,140.0,25.0,130.0,12.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,Research topics in area of expertise.,Maintain current knowledge in area of expertise.,Updating and Using Relevant Knowledge,"History Teachers, Postsecondary",history teachers postsecondary,25-1125.00,"History Teachers, Postsecondary",25-1125,25-1125.00,"Arts, Communications, History, and Humanities Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,0.6367446153846154,4.55,90.58,2.9441295332121595,6.306936121739489,E1,E2,83820.0,66550.0,83820.0,97430.0,47860.0,127170.0,78410.0,101950.0,83820.0,85550.0,70880.0,79010.0,83820.0,83820.0,83940.0,79450.0,77040.0,74920.0,64600.0,78990.0,99610.0,97830.0,104900.0,99440.0,92970.0,63450.0,80680.0,75770.0,57150.0,81930.0,106880.0,99900.0,83700.0,100400.0,75070.0,83820.0,81080.0,66910.0,104330.0,98850.0,83820.0,73670.0,69220.0,72940.0,81530.0,81750.0,83750.0,85910.0,83250.0,69560.0,81380.0,75400.0,83820.0,73470.0,83820.0,18790.0,340.0,39.0,150.0,290.0,1450.0,380.0,300.0,58.0,180.0,320.0,630.0,75.0,103.0,700.0,380.0,150.0,150.0,280.0,120.0,80.0,310.0,780.0,370.0,280.0,210.0,360.0,40.0,190.0,80.0,100.0,780.0,120.0,1660.0,720.0,52.0,650.0,180.0,260.0,960.0,60.0,280.0,30.0,450.0,2030.0,140.0,80.0,760.0,290.0,90.0,370.0,30.0,8.0,50.0,4.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,"Write articles, books or other original materials in area of expertise.",Write material for artistic or commercial purposes.,Documenting/Recording Information,"History Teachers, Postsecondary",history teachers postsecondary,25-1125.00,"History Teachers, Postsecondary",25-1125,25-1125.00,"Arts, Communications, History, and Humanities Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,0.6367446153846154,4.55,90.58,2.9441295332121595,6.306936121739489,E1,E2,83820.0,66550.0,83820.0,97430.0,47860.0,127170.0,78410.0,101950.0,83820.0,85550.0,70880.0,79010.0,83820.0,83820.0,83940.0,79450.0,77040.0,74920.0,64600.0,78990.0,99610.0,97830.0,104900.0,99440.0,92970.0,63450.0,80680.0,75770.0,57150.0,81930.0,106880.0,99900.0,83700.0,100400.0,75070.0,83820.0,81080.0,66910.0,104330.0,98850.0,83820.0,73670.0,69220.0,72940.0,81530.0,81750.0,83750.0,85910.0,83250.0,69560.0,81380.0,75400.0,83820.0,73470.0,83820.0,18790.0,340.0,39.0,150.0,290.0,1450.0,380.0,300.0,58.0,180.0,320.0,630.0,75.0,103.0,700.0,380.0,150.0,150.0,280.0,120.0,80.0,310.0,780.0,370.0,280.0,210.0,360.0,40.0,190.0,80.0,100.0,780.0,120.0,1660.0,720.0,52.0,650.0,180.0,260.0,960.0,60.0,280.0,30.0,450.0,2030.0,140.0,80.0,760.0,290.0,90.0,370.0,30.0,8.0,50.0,4.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,Research topics in area of expertise.,Maintain current knowledge in area of expertise.,Updating and Using Relevant Knowledge,"Philosophy and Religion Teachers, Postsecondary",philosophy and religion teachers postsecondary,25-1126.00,"Philosophy and Religion Teachers, Postsecondary",25-1126,25-1126.00,"Arts, Communications, History, and Humanities Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,0.5809853846153846,4.1,86.25,2.705300733585637,6.650525910048157,E1,E2,80260.0,62210.0,80260.0,78940.0,74100.0,105820.0,78060.0,100360.0,80260.0,79310.0,63330.0,77570.0,101010.0,80260.0,77720.0,79740.0,77180.0,65410.0,65580.0,76310.0,102760.0,78360.0,98360.0,89610.0,79720.0,63560.0,75280.0,80260.0,75280.0,80260.0,82820.0,99450.0,80260.0,92050.0,76340.0,71360.0,77010.0,64840.0,85300.0,76600.0,82510.0,77230.0,58000.0,74090.0,76700.0,95410.0,102600.0,85310.0,81240.0,80260.0,79140.0,80260.0,80260.0,80260.0,80260.0,20460.0,280.0,43.0,350.0,60.0,1850.0,390.0,350.0,63.0,290.0,460.0,280.0,220.0,120.0,1080.0,480.0,260.0,190.0,320.0,70.0,60.0,480.0,890.0,620.0,410.0,90.0,320.0,67.0,80.0,203.0,130.0,900.0,114.0,1700.0,680.0,56.0,780.0,150.0,480.0,1280.0,150.0,250.0,40.0,490.0,1760.0,60.0,80.0,620.0,330.0,92.0,420.0,37.0,9.0,123.0,4.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,"Write articles, books or other original materials in area of expertise.",Write material for artistic or commercial purposes.,Documenting/Recording Information,"Philosophy and Religion Teachers, Postsecondary",philosophy and religion teachers postsecondary,25-1126.00,"Philosophy and Religion Teachers, Postsecondary",25-1126,25-1126.00,"Arts, Communications, History, and Humanities Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,0.5809853846153846,4.1,86.25,2.705300733585637,6.650525910048157,E1,E2,80260.0,62210.0,80260.0,78940.0,74100.0,105820.0,78060.0,100360.0,80260.0,79310.0,63330.0,77570.0,101010.0,80260.0,77720.0,79740.0,77180.0,65410.0,65580.0,76310.0,102760.0,78360.0,98360.0,89610.0,79720.0,63560.0,75280.0,80260.0,75280.0,80260.0,82820.0,99450.0,80260.0,92050.0,76340.0,71360.0,77010.0,64840.0,85300.0,76600.0,82510.0,77230.0,58000.0,74090.0,76700.0,95410.0,102600.0,85310.0,81240.0,80260.0,79140.0,80260.0,80260.0,80260.0,80260.0,20460.0,280.0,43.0,350.0,60.0,1850.0,390.0,350.0,63.0,290.0,460.0,280.0,220.0,120.0,1080.0,480.0,260.0,190.0,320.0,70.0,60.0,480.0,890.0,620.0,410.0,90.0,320.0,67.0,80.0,203.0,130.0,900.0,114.0,1700.0,680.0,56.0,780.0,150.0,480.0,1280.0,150.0,250.0,40.0,490.0,1760.0,60.0,80.0,620.0,330.0,92.0,420.0,37.0,9.0,123.0,4.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,Research topics in area of expertise.,Maintain current knowledge in area of expertise.,Updating and Using Relevant Knowledge,"Home Economics Teachers, Postsecondary",home economics teachers postsecondary,25-1192.00,"Family and Consumer Sciences Teachers, Postsecondary",25-1192,25-1192.00,Miscellaneous Postsecondary Teachers,Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,0.4138496153846154,3.91,65.0,0.595580071951162,2.32151587818512,E1,E2,75870.0,63420.0,75870.0,75870.0,75870.0,97620.0,75870.0,75870.0,75870.0,75870.0,63770.0,75870.0,75870.0,75870.0,80220.0,65740.0,79310.0,75870.0,73460.0,75870.0,75870.0,75870.0,75870.0,83500.0,75870.0,60650.0,76320.0,75870.0,75870.0,75870.0,75870.0,53250.0,75870.0,75870.0,78770.0,75870.0,83400.0,83200.0,75870.0,78220.0,80200.0,74010.0,75870.0,75870.0,75870.0,76790.0,75870.0,63580.0,63840.0,75870.0,75870.0,75870.0,75870.0,75870.0,75870.0,2770.0,30.0,6.0,57.0,23.0,380.0,51.0,30.0,9.0,12.0,40.0,87.0,11.0,15.0,140.0,70.0,40.0,25.0,80.0,34.0,11.0,49.0,64.0,50.0,52.0,150.0,110.0,9.0,18.0,27.0,12.0,80.0,15.0,171.0,290.0,8.0,90.0,60.0,60.0,100.0,40.0,60.0,8.0,58.0,249.0,190.0,5.0,80.0,80.0,12.0,52.0,5.0,1.0,17.0,1.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,"Write articles, books or other original materials in area of expertise.",Write material for artistic or commercial purposes.,Documenting/Recording Information,"Home Economics Teachers, Postsecondary",home economics teachers postsecondary,25-1192.00,"Family and Consumer Sciences Teachers, Postsecondary",25-1192,25-1192.00,Miscellaneous Postsecondary Teachers,Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,0.4138496153846154,3.91,65.0,0.595580071951162,2.32151587818512,E1,E2,75870.0,63420.0,75870.0,75870.0,75870.0,97620.0,75870.0,75870.0,75870.0,75870.0,63770.0,75870.0,75870.0,75870.0,80220.0,65740.0,79310.0,75870.0,73460.0,75870.0,75870.0,75870.0,75870.0,83500.0,75870.0,60650.0,76320.0,75870.0,75870.0,75870.0,75870.0,53250.0,75870.0,75870.0,78770.0,75870.0,83400.0,83200.0,75870.0,78220.0,80200.0,74010.0,75870.0,75870.0,75870.0,76790.0,75870.0,63580.0,63840.0,75870.0,75870.0,75870.0,75870.0,75870.0,75870.0,2770.0,30.0,6.0,57.0,23.0,380.0,51.0,30.0,9.0,12.0,40.0,87.0,11.0,15.0,140.0,70.0,40.0,25.0,80.0,34.0,11.0,49.0,64.0,50.0,52.0,150.0,110.0,9.0,18.0,27.0,12.0,80.0,15.0,171.0,290.0,8.0,90.0,60.0,60.0,100.0,40.0,60.0,8.0,58.0,249.0,190.0,5.0,80.0,80.0,12.0,52.0,5.0,1.0,17.0,1.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,Research topics in area of expertise.,Maintain current knowledge in area of expertise.,Updating and Using Relevant Knowledge,"Recreation and Fitness Studies Teachers, Postsecondary",recreation and fitness studies teachers postsecondary,25-1193.00,"Recreation and Fitness Studies Teachers, Postsecondary",25-1193,25-1193.00,Miscellaneous Postsecondary Teachers,Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,0.338675,3.95,75.41,1.001932513875251,4.801359366640453,E1,E2,77270.0,72680.0,58330.0,71230.0,63020.0,127780.0,65730.0,79200.0,77270.0,77270.0,76100.0,66410.0,77270.0,58720.0,67180.0,67060.0,75130.0,59730.0,64890.0,65940.0,67670.0,97640.0,87960.0,83690.0,80410.0,60560.0,73180.0,77270.0,77270.0,77270.0,77270.0,65900.0,79090.0,80190.0,73860.0,77270.0,70260.0,63590.0,63090.0,83150.0,77270.0,78800.0,62280.0,73280.0,76480.0,76350.0,77270.0,65320.0,74850.0,66440.0,80500.0,83260.0,77270.0,80500.0,77270.0,12630.0,110.0,60.0,90.0,110.0,1950.0,180.0,190.0,39.0,57.0,140.0,160.0,51.0,70.0,630.0,410.0,100.0,60.0,230.0,100.0,40.0,90.0,290.0,320.0,260.0,190.0,200.0,41.0,83.0,125.0,55.0,520.0,40.0,670.0,730.0,35.0,420.0,110.0,480.0,640.0,40.0,280.0,60.0,220.0,1460.0,110.0,25.0,310.0,240.0,100.0,40.0,30.0,5.0,40.0,3.0
"Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",conduct research in a particular field of knowledge and publish findings in professional journals books or electronic media,"Write articles, books or other original materials in area of expertise.",Write material for artistic or commercial purposes.,Documenting/Recording Information,"Recreation and Fitness Studies Teachers, Postsecondary",recreation and fitness studies teachers postsecondary,25-1193.00,"Recreation and Fitness Studies Teachers, Postsecondary",25-1193,25-1193.00,Miscellaneous Postsecondary Teachers,Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0001052732460677,4.3776,False,0.338675,3.95,75.41,1.001932513875251,4.801359366640453,E1,E2,77270.0,72680.0,58330.0,71230.0,63020.0,127780.0,65730.0,79200.0,77270.0,77270.0,76100.0,66410.0,77270.0,58720.0,67180.0,67060.0,75130.0,59730.0,64890.0,65940.0,67670.0,97640.0,87960.0,83690.0,80410.0,60560.0,73180.0,77270.0,77270.0,77270.0,77270.0,65900.0,79090.0,80190.0,73860.0,77270.0,70260.0,63590.0,63090.0,83150.0,77270.0,78800.0,62280.0,73280.0,76480.0,76350.0,77270.0,65320.0,74850.0,66440.0,80500.0,83260.0,77270.0,80500.0,77270.0,12630.0,110.0,60.0,90.0,110.0,1950.0,180.0,190.0,39.0,57.0,140.0,160.0,51.0,70.0,630.0,410.0,100.0,60.0,230.0,100.0,40.0,90.0,290.0,320.0,260.0,190.0,200.0,41.0,83.0,125.0,55.0,520.0,40.0,670.0,730.0,35.0,420.0,110.0,480.0,640.0,40.0,280.0,60.0,220.0,1460.0,110.0,25.0,310.0,240.0,100.0,40.0,30.0,5.0,40.0,3.0
"Conduct research on cell organization and function, including mechanisms of gene expression, cellular bioinformatics, cell signaling, or cell differentiation.",conduct research on cell organization and function including mechanisms of gene expression cellular bioinformatics cell signaling or cell differentiation,Research microbiological or chemical processes or structures.,Research biological or ecological phenomena.,Getting Information,Molecular and Cellular Biologists,molecular and cellular biologists,19-1029.02,Molecular and Cellular Biologists,19-1029,19-1029.02,Biological Scientists,Life Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.7083,True,1.4423046153846153,4.28,100.0,1.419253160398246,1.2,E2,E2,98920.0,87260.0,106870.0,90290.0,76400.0,113530.0,93970.0,111940.0,113400.0,84590.0,83780.0,96820.0,95600.0,83320.0,82640.0,84570.0,82720.0,76400.0,79400.0,69590.0,104570.0,121680.0,107100.0,81540.0,76400.0,91170.0,63290.0,91560.0,82770.0,74210.0,83740.0,104750.0,84120.0,104120.0,100070.0,98920.0,95560.0,79950.0,86260.0,100780.0,101750.0,91560.0,73920.0,80500.0,80870.0,93250.0,77960.0,96030.0,108110.0,84590.0,78480.0,91560.0,78850.0,76400.0,98920.0,11472.0,210.0,228.0,468.0,222.0,7321.0,524.0,105.0,36.0,524.0,1183.0,758.0,228.0,265.0,801.0,394.0,339.0,468.0,160.0,357.0,210.0,3063.0,1805.0,530.0,462.0,197.0,690.0,339.0,148.0,253.0,191.0,333.0,259.0,1553.0,1713.0,31.0,376.0,185.0,431.0,1115.0,62.0,148.0,105.0,259.0,1528.0,364.0,55.0,1017.0,1614.0,142.0,456.0,105.0,31.0,160.0,2.0
"Conduct research on consumer opinions and buying habits, and identify target audiences for products, services, or technologies.",conduct research on consumer opinions and buying habits and identify target audiences for products services or technologies,Conduct market research.,Collect data about consumer needs or opinions.,Getting Information,Advertising and Promotions Managers,advertising and promotions managers,11-2011.00,Advertising and Promotions Managers,11-2011,11-2011.00,Advertising and Promotions Managers,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",Management Occupations,2026-05-31,0.0113071264295034,4.892805834898884,False,0.7116878205128205,3.691904761904762,72.79380952380953,0.2333333333333333,0.8311506351471362,E2,E2,133660.0,64640.0,133660.0,133660.0,74880.0,167230.0,164990.0,129280.0,133660.0,143040.0,133660.0,133810.0,133660.0,80680.0,167330.0,113930.0,108890.0,148560.0,107030.0,78810.0,106280.0,107380.0,163090.0,101610.0,126920.0,66520.0,81520.0,131770.0,106380.0,133660.0,120530.0,165390.0,133660.0,173700.0,121730.0,133660.0,102110.0,133660.0,154490.0,122940.0,157890.0,156300.0,133660.0,98170.0,104170.0,133660.0,133660.0,148400.0,163380.0,133660.0,131530.0,133660.0,133660.0,68620.0,133660.0,21470.0,60.0,45.0,444.0,140.0,3080.0,180.0,240.0,66.0,80.0,1362.0,420.0,86.0,60.0,160.0,120.0,210.0,40.0,230.0,120.0,88.0,460.0,300.0,220.0,110.0,100.0,403.0,70.0,160.0,213.0,50.0,470.0,80.0,3550.0,678.0,59.0,240.0,90.0,430.0,1540.0,60.0,316.0,63.0,450.0,3670.0,240.0,42.0,180.0,530.0,96.0,110.0,39.0,9.0,180.0,4.0
"Conduct research on consumer opinions and buying habits, and identify target audiences for products, services, or technologies.",conduct research on consumer opinions and buying habits and identify target audiences for products services or technologies,Analyze market research data.,Analyze market or industry conditions.,Analyzing Data or Information,Advertising and Promotions Managers,advertising and promotions managers,11-2011.00,Advertising and Promotions Managers,11-2011,11-2011.00,Advertising and Promotions Managers,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",Management Occupations,2026-05-31,0.0113071264295034,4.892805834898884,False,0.7116878205128205,3.691904761904762,72.79380952380953,0.2333333333333333,0.8311506351471362,E2,E2,133660.0,64640.0,133660.0,133660.0,74880.0,167230.0,164990.0,129280.0,133660.0,143040.0,133660.0,133810.0,133660.0,80680.0,167330.0,113930.0,108890.0,148560.0,107030.0,78810.0,106280.0,107380.0,163090.0,101610.0,126920.0,66520.0,81520.0,131770.0,106380.0,133660.0,120530.0,165390.0,133660.0,173700.0,121730.0,133660.0,102110.0,133660.0,154490.0,122940.0,157890.0,156300.0,133660.0,98170.0,104170.0,133660.0,133660.0,148400.0,163380.0,133660.0,131530.0,133660.0,133660.0,68620.0,133660.0,21470.0,60.0,45.0,444.0,140.0,3080.0,180.0,240.0,66.0,80.0,1362.0,420.0,86.0,60.0,160.0,120.0,210.0,40.0,230.0,120.0,88.0,460.0,300.0,220.0,110.0,100.0,403.0,70.0,160.0,213.0,50.0,470.0,80.0,3550.0,678.0,59.0,240.0,90.0,430.0,1540.0,60.0,316.0,63.0,450.0,3670.0,240.0,42.0,180.0,530.0,96.0,110.0,39.0,9.0,180.0,4.0
"Conduct research on the structures and properties of materials, such as metals, alloys, polymers, and ceramics, to obtain information that could be used to develop new products or enhance existing ones.",conduct research on the structures and properties of materials such as metals alloys polymers and ceramics to obtain information that could be used to develop new products or enhance existing ones,Conduct research to gain information about products or processes.,Research technology designs or applications.,Getting Information,Materials Scientists,materials scientists,19-2032.00,Materials Scientists,19-2032,19-2032.00,Chemists and Materials Scientists,Physical Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.8001800180018,True,0.6771692307692307,4.43,100.0,0.4610678720238094,0.7999999999999999,E1,E2,117790.0,117790.0,117790.0,117790.0,117790.0,177030.0,117290.0,130320.0,117790.0,137600.0,102340.0,91970.0,117790.0,117790.0,125850.0,130540.0,88320.0,115490.0,117790.0,117790.0,117790.0,112400.0,132600.0,107410.0,132160.0,117790.0,117790.0,71810.0,117790.0,97490.0,119990.0,103150.0,117790.0,131740.0,106470.0,117790.0,108830.0,117790.0,150550.0,106920.0,117790.0,101930.0,117790.0,69010.0,72700.0,126840.0,117790.0,124150.0,127250.0,117790.0,137700.0,117790.0,117790.0,117790.0,117790.0,8470.0,114.0,18.0,175.0,71.0,1030.0,370.0,50.0,90.0,38.0,200.0,350.0,34.0,46.0,380.0,320.0,180.0,40.0,108.0,105.0,35.0,270.0,890.0,230.0,290.0,63.0,159.0,50.0,55.0,100.0,80.0,440.0,47.0,530.0,490.0,23.0,450.0,92.0,100.0,100.0,27.0,80.0,25.0,60.0,300.0,110.0,16.0,100.0,290.0,38.0,70.0,15.0,4.0,51.0,2.0
"Conduct research to develop methodologies, instrumentation, and procedures for medical application, analyzing data and presenting findings to the scientific audience and general public.",conduct research to develop methodologies instrumentation and procedures for medical application analyzing data and presenting findings to the scientific audience and general public,Analyze health-related data.,Analyze health or medical data.,Analyzing Data or Information,"Medical Scientists, Except Epidemiologists",medical scientists except epidemiologists,19-1042.00,"Medical Scientists, Except Epidemiologists",19-1042,19-1042.00,Medical Scientists,Life Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,5.0,True,1.3799615384615385,4.13,87.01,3.011190620572155,2.865098639450848,E2,E2,103410.0,68490.0,104930.0,116820.0,72530.0,136990.0,103410.0,116990.0,100190.0,101940.0,94940.0,92450.0,103410.0,83010.0,82330.0,81110.0,83850.0,84490.0,77580.0,103410.0,93730.0,106000.0,128210.0,84310.0,89950.0,54040.0,102540.0,101950.0,80970.0,98560.0,100650.0,129280.0,67100.0,87760.0,102980.0,64470.0,83910.0,76480.0,111030.0,99190.0,103370.0,103410.0,80890.0,102720.0,80470.0,82940.0,66500.0,93620.0,105680.0,82690.0,82530.0,103410.0,103410.0,49650.0,103410.0,172340.0,2327.0,260.0,2190.0,230.0,29830.0,3164.0,2410.0,270.0,670.0,6490.0,1910.0,691.0,380.0,4700.0,2010.0,1060.0,1070.0,670.0,2130.0,100.0,6760.0,17100.0,2370.0,6760.0,440.0,3650.0,320.0,620.0,530.0,210.0,6120.0,340.0,7690.0,5730.0,250.0,4840.0,920.0,1030.0,12630.0,670.0,1020.0,140.0,4020.0,11920.0,1560.0,110.0,4560.0,6150.0,330.0,2970.0,309.0,73.0,80.0,35.0
"Conduct research to develop methodologies, instrumentation, and procedures for medical application, analyzing data and presenting findings to the scientific audience and general public.",conduct research to develop methodologies instrumentation and procedures for medical application analyzing data and presenting findings to the scientific audience and general public,Research topics in area of expertise.,Maintain current knowledge in area of expertise.,Updating and Using Relevant Knowledge,"Medical Scientists, Except Epidemiologists",medical scientists except epidemiologists,19-1042.00,"Medical Scientists, Except Epidemiologists",19-1042,19-1042.00,Medical Scientists,Life Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,5.0,True,1.3799615384615385,4.13,87.01,3.011190620572155,2.865098639450848,E2,E2,103410.0,68490.0,104930.0,116820.0,72530.0,136990.0,103410.0,116990.0,100190.0,101940.0,94940.0,92450.0,103410.0,83010.0,82330.0,81110.0,83850.0,84490.0,77580.0,103410.0,93730.0,106000.0,128210.0,84310.0,89950.0,54040.0,102540.0,101950.0,80970.0,98560.0,100650.0,129280.0,67100.0,87760.0,102980.0,64470.0,83910.0,76480.0,111030.0,99190.0,103370.0,103410.0,80890.0,102720.0,80470.0,82940.0,66500.0,93620.0,105680.0,82690.0,82530.0,103410.0,103410.0,49650.0,103410.0,172340.0,2327.0,260.0,2190.0,230.0,29830.0,3164.0,2410.0,270.0,670.0,6490.0,1910.0,691.0,380.0,4700.0,2010.0,1060.0,1070.0,670.0,2130.0,100.0,6760.0,17100.0,2370.0,6760.0,440.0,3650.0,320.0,620.0,530.0,210.0,6120.0,340.0,7690.0,5730.0,250.0,4840.0,920.0,1030.0,12630.0,670.0,1020.0,140.0,4020.0,11920.0,1560.0,110.0,4560.0,6150.0,330.0,2970.0,309.0,73.0,80.0,35.0
"Conduct research to develop methodologies, instrumentation, and procedures for medical application, analyzing data and presenting findings to the scientific audience and general public.",conduct research to develop methodologies instrumentation and procedures for medical application analyzing data and presenting findings to the scientific audience and general public,Present research results to others.,Present research or technical information.,Documenting/Recording Information,"Medical Scientists, Except Epidemiologists",medical scientists except epidemiologists,19-1042.00,"Medical Scientists, Except Epidemiologists",19-1042,19-1042.00,Medical Scientists,Life Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,5.0,True,1.3799615384615385,4.13,87.01,3.011190620572155,2.865098639450848,E2,E2,103410.0,68490.0,104930.0,116820.0,72530.0,136990.0,103410.0,116990.0,100190.0,101940.0,94940.0,92450.0,103410.0,83010.0,82330.0,81110.0,83850.0,84490.0,77580.0,103410.0,93730.0,106000.0,128210.0,84310.0,89950.0,54040.0,102540.0,101950.0,80970.0,98560.0,100650.0,129280.0,67100.0,87760.0,102980.0,64470.0,83910.0,76480.0,111030.0,99190.0,103370.0,103410.0,80890.0,102720.0,80470.0,82940.0,66500.0,93620.0,105680.0,82690.0,82530.0,103410.0,103410.0,49650.0,103410.0,172340.0,2327.0,260.0,2190.0,230.0,29830.0,3164.0,2410.0,270.0,670.0,6490.0,1910.0,691.0,380.0,4700.0,2010.0,1060.0,1070.0,670.0,2130.0,100.0,6760.0,17100.0,2370.0,6760.0,440.0,3650.0,320.0,620.0,530.0,210.0,6120.0,340.0,7690.0,5730.0,250.0,4840.0,920.0,1030.0,12630.0,670.0,1020.0,140.0,4020.0,11920.0,1560.0,110.0,4560.0,6150.0,330.0,2970.0,309.0,73.0,80.0,35.0
"Conduct searches to find needed information, using such sources as the Internet.",conduct searches to find needed information using such sources as the internet,"Search files, databases or reference materials to obtain needed information.",Gather information from physical or electronic sources.,Getting Information,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",secretaries and administrative assistants except legal medical and executive,43-6014.00,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",43-6014,43-6014.00,Secretaries and Administrative Assistants,Secretaries and Administrative Assistants,Office and Administrative Support Occupations,2026-05-31,0.2487567814490761,4.671589743589744,False,1.6137342307692308,3.68,94.04,0.1260259162086517,0.1,E2,E1,47540.0,41630.0,48530.0,47940.0,37630.0,55400.0,48690.0,57210.0,47970.0,59910.0,45900.0,41600.0,50830.0,43710.0,48310.0,44270.0,45150.0,42270.0,44200.0,38790.0,49820.0,48680.0,57940.0,46020.0,51400.0,37340.0,43540.0,43940.0,46760.0,46570.0,48080.0,50260.0,46450.0,49600.0,45790.0,47480.0,46230.0,39660.0,51740.0,46270.0,52140.0,44880.0,41700.0,45810.0,45140.0,47050.0,48920.0,47620.0,57330.0,40370.0,47710.0,45450.0,36030.0,25730.0,44040.0,1706790.0,45050.0,5390.0,31220.000000000004,8590.0,158630.0,29120.0,22650.0,6320.0,11800.0,104000.0,44430.0,7020.0,7570.0,74280.0,20100.0,12830.0,32120.000000000004,18420.0,28040.0,6740.0,54890.0,37750.0,40830.0,31330.0,14720.0,33180.0,4520.0,16240.000000000002,16790.0,9050.0,65960.0,25430.0,122490.0,43690.0,5800.0,54790.0,20120.0,23150.0,65310.0,5200.0,30180.0,6120.0,34580.0,149650.0,14870.0,3360.0,31580.000000000004,31710.0,8820.0,28100.0,2250.0,1610.0,17810.0,530.0
"Conduct software compatibility tests with programs, hardware, operating systems, or network environments.",conduct software compatibility tests with programs hardware operating systems or network environments,Test computer system operations to ensure proper functioning.,Test performance of computer or information systems.,"Inspecting Equipment, Structures, or Materials","Software Developers, Applications",software developers applications,15-1132.00,Software Quality Assurance Analysts and Testers,15-1253,15-1253.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.956562573374031,False,0.7055323076923077,3.88,100.0,0.2480496312268995,0.5,E2,E1,114549.41176470587,108307.0588235294,114549.41176470587,110045.29411764706,111294.89619377164,143515.58823529413,128445.88235294116,109510.0,114782.35294117648,114191.17647058824,110165.0,112089.11764705884,109759.70588235294,120062.54325259516,113710.0,93134.70588235294,97098.82352941176,100614.41176470587,88776.76470588235,78453.82352941176,98043.23529411764,120022.9411764706,136121.76470588235,107406.76470588236,110872.0588235294,84885.29411764706,98662.0588235294,109772.9411764706,102180.29411764706,119163.13148788927,117653.5294117647,124798.5294117647,119148.82352941176,135779.41176470587,111493.5294117647,90934.11764705884,103205.58823529413,90770.58823529413,119530.58823529413,103874.70588235294,111107.64705882352,107836.76470588236,77240.29411764706,101195.58823529413,111652.9411764706,97212.0588235294,92335.88235294116,126400.88235294116,140793.5294117647,81291.17647058824,100160.58823529413,114750.1903114187,114549.41176470587,67413.23529411765,114549.41176470587,672406.1764705882,6836.176470588235,1117.8529411764705,14941.764705882351,5745.588235294118,110753.52941176471,17472.05882352941,5204.117647058823,1445.2941176470588,2494.1176470588234,35416.17647058824,20889.117647058825,2341.4117647058824,2239.1176470588234,22635.29411764706,5660.588235294117,3601.176470588235,5164.705882352941,3080.2941176470586,1624.4117647058824,1166.470588235294,14120.294117647058,20082.647058823528,16414.70588235294,13390.588235294115,845.0000000000001,8459.117647058823,800.2941176470589,3187.6470588235293,2321.470588235294,4027.941176470588,21115.29411764706,1585.5882352941176,43799.70588235294,24930.58823529412,604.4117647058824,17467.35294117647,3321.7647058823527,8307.35294117647,21156.17647058824,1910.8823529411768,5457.352941176471,918.8235294117646,7191.764705882353,66272.05882352941,12092.35294117647,677.9411764705883,35434.117647058825,40018.82352941176,1121.1764705882351,9600.882352941177,1304.3529411764705,286.0,836.1764705882354,138.0
"Conduct software compatibility tests with programs, hardware, operating systems, or network environments.",conduct software compatibility tests with programs hardware operating systems or network environments,Test software performance.,Test performance of computer or information systems.,"Inspecting Equipment, Structures, or Materials","Software Developers, Applications",software developers applications,15-1132.00,Software Quality Assurance Analysts and Testers,15-1253,15-1253.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.956562573374031,False,0.7055323076923077,3.88,100.0,0.2480496312268995,0.5,E2,E1,114549.41176470587,108307.0588235294,114549.41176470587,110045.29411764706,111294.89619377164,143515.58823529413,128445.88235294116,109510.0,114782.35294117648,114191.17647058824,110165.0,112089.11764705884,109759.70588235294,120062.54325259516,113710.0,93134.70588235294,97098.82352941176,100614.41176470587,88776.76470588235,78453.82352941176,98043.23529411764,120022.9411764706,136121.76470588235,107406.76470588236,110872.0588235294,84885.29411764706,98662.0588235294,109772.9411764706,102180.29411764706,119163.13148788927,117653.5294117647,124798.5294117647,119148.82352941176,135779.41176470587,111493.5294117647,90934.11764705884,103205.58823529413,90770.58823529413,119530.58823529413,103874.70588235294,111107.64705882352,107836.76470588236,77240.29411764706,101195.58823529413,111652.9411764706,97212.0588235294,92335.88235294116,126400.88235294116,140793.5294117647,81291.17647058824,100160.58823529413,114750.1903114187,114549.41176470587,67413.23529411765,114549.41176470587,672406.1764705882,6836.176470588235,1117.8529411764705,14941.764705882351,5745.588235294118,110753.52941176471,17472.05882352941,5204.117647058823,1445.2941176470588,2494.1176470588234,35416.17647058824,20889.117647058825,2341.4117647058824,2239.1176470588234,22635.29411764706,5660.588235294117,3601.176470588235,5164.705882352941,3080.2941176470586,1624.4117647058824,1166.470588235294,14120.294117647058,20082.647058823528,16414.70588235294,13390.588235294115,845.0000000000001,8459.117647058823,800.2941176470589,3187.6470588235293,2321.470588235294,4027.941176470588,21115.29411764706,1585.5882352941176,43799.70588235294,24930.58823529412,604.4117647058824,17467.35294117647,3321.7647058823527,8307.35294117647,21156.17647058824,1910.8823529411768,5457.352941176471,918.8235294117646,7191.764705882353,66272.05882352941,12092.35294117647,677.9411764705883,35434.117647058825,40018.82352941176,1121.1764705882351,9600.882352941177,1304.3529411764705,286.0,836.1764705882354,138.0
"Conduct statistical analyses to quantify risk, using statistical analysis software or econometric models.",conduct statistical analyses to quantify risk using statistical analysis software or econometric models,Assess risks to business operations.,Analyze business or financial risks.,Analyzing Data or Information,Financial Analysts,financial analysts,13-2051.00,Financial Risk Specialists,13-2054,13-2054.00,Financial Analysts and Advisors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.86068606860686,False,0.5516960817307691,4.12625,94.03625,0.3674778956548213,1.704928665866024,E2,E2,110326.8,86329.2,93467.6,98355.2,73310.0,119510.0,112404.0,111834.8,121372.8,102374.0,97303.2,100018.0,92154.4,88370.8,102802.4,90854.8,99291.2,84823.6,78009.6,66715.2,115724.0,109085.2,121107.2,99850.4,104253.6,88170.4,99564.0,100089.6,89979.2,92051.6,121936.0,119327.2,87437.6,132558.0,117808.0,76329.2,96552.4,82500.0,114864.8,94121.6,102588.4,96712.0,88651.2,91929.2,101547.2,84298.0,104933.136,116420.4,115498.8,82196.4,96740.0,151969.2,110326.8,61627.2,90965.136,206952.4,1730.4,117.2,3735.2,745.2,24767.2,4405.200000000001,1419.84,1702.4,1870.8,13432.4,5828.0,334.8,466.8,11368.0,1964.0,1235.6,975.6,1440.8000000000002,966.4,781.24,3035.6,7848.0,4150.0,4194.8,465.2,2682.8,237.2,779.92,1174.8,434.4,6417.6,540.0,31413.6,7764.799999999999,190.8,5782.0,915.6,1577.2,7621.2,1093.1999999999998,2019.2,461.2,2637.6,16319.2,2492.4,319.43999999999994,5917.2,4701.6,218.0,2923.6,179.6,88.0,851.6,41.04
"Conduct surveys and collect data, using methods such as interviews, questionnaires, focus groups, market analysis surveys, public opinion polls, literature reviews, and file reviews.",conduct surveys and collect data using methods such as interviews questionnaires focus groups market analysis surveys public opinion polls literature reviews and file reviews,"Collect information from people through observation, interviews, or surveys.",Collect information about patients or clients.,Getting Information,Survey Researchers,survey researchers,19-3022.00,Survey Researchers,19-3022,19-3022.00,Survey Researchers,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0113071264295034,4.7805570338832695,False,1.2028523076923077,4.77,100.0,1.202629334784815,1.151370083905383,E1,E2,69460.0,69460.0,70560.0,59210.0,69460.0,83520.0,89870.0,88320.0,69460.0,102390.0,69460.0,51590.0,69460.0,69460.0,54080.0,69460.0,83170.0,57700.0,69460.0,69460.0,47330.0,84030.0,74890.0,101550.0,104220.0,69460.0,66460.0,69460.0,64530.0,69460.0,69460.0,95580.0,61380.0,86890.0,96560.0,69460.0,57630.0,57200.0,64660.0,63310.0,69460.0,69460.0,69460.0,66900.0,47330.0,79090.0,69460.0,69460.0,69590.0,69460.0,92660.0,84360.0,69460.0,69460.0,69460.0,8290.0,112.0,40.0,172.0,69.0,1180.0,110.0,110.0,80.0,150.0,310.0,259.0,33.0,45.0,320.0,170.0,90.0,210.0,106.0,102.0,60.0,390.0,160.0,150.0,340.0,62.0,130.0,27.0,210.0,82.0,36.0,100.0,130.0,380.0,350.0,23.0,320.0,50.0,190.0,321.0,27.0,122.0,24.0,210.0,680.0,50.0,16.0,218.0,130.0,37.0,60.0,40.0,4.0,50.0,2.0
Conduct trial runs of programs and software applications to be sure they will produce the desired information and that the instructions are correct.,conduct trial runs of programs and software applications to be sure they will produce the desired information and that the instructions are correct,Test software performance.,Test performance of computer or information systems.,"Inspecting Equipment, Structures, or Materials",Computer Programmers,computer programmers,15-1131.00,Computer Programmers,15-1251,15-1251.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0565356321475172,4.797649204579997,False,2.007381153846154,3.96,96.41,0.159424092172946,0.1,E1,E1,100390.0,93800.0,91700.0,88990.0,111840.0,116760.0,104610.0,133820.0,100390.0,100390.0,93180.0,98380.0,118180.0,89020.0,72540.0,97000.0,79180.0,92960.0,94850.0,100390.0,101780.0,125570.0,128390.0,65860.0,107250.0,85120.0,90420.0,89920.0,95150.0,93600.0,74000.0,104940.0,83750.0,103980.0,81070.0,92280.0,85270.0,99780.0,99540.0,89180.0,96470.0,99740.0,58240.0,100390.0,99330.0,104890.0,89560.0,121610.0,125620.0,65320.0,100390.0,81640.0,100390.0,51310.0,100390.0,92230.0,890.0,530.0,1560.0,1050.0,11340.0,930.0,1650.0,450.0,230.0,4760.0,1890.0,450.0,505.0,1280.0,1520.0,950.0,460.0,950.0,1580.0,450.0,2490.0,1930.0,4400.0,2070.0,1170.0,1520.0,301.0,1090.0,840.0,403.0,3930.0,600.0,7020.0,4120.0,190.0,2100.0,990.0,1370.0,3120.0,250.0,790.0,70.0,920.0,7620.0,690.0,170.0,3070.0,2540.0,140.0,3080.0,60.0,39.0,920.0,19.0
Conduct user research to determine design requirements and analyze user feedback to improve design quality.,conduct user research to determine design requirements and analyze user feedback to improve design quality,Gather customer or product information to determine customer needs.,Collect data about consumer needs or opinions.,Getting Information,Web Developers,web developers,15-1134.00,Web and Digital Interface Designers,15-1255,15-1255.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.891170915958452,False,0.7843856610576924,3.630625,96.614375,0.2333333333333333,0.4690969619612205,E2,E2,98992.64705882352,72653.81487889274,83517.34429065743,88434.70588235294,77620.8910034602,128812.9411764706,91499.11764705884,90808.5294117647,86000.58823529411,110755.88235294116,87110.57958477509,97867.35294117648,98992.64705882352,70885.29411764706,85317.35294117648,71124.11764705883,66920.29411764706,71930.29411764706,79483.82352941176,76087.05882352941,98992.64705882352,103787.9411764706,106891.4705882353,88712.94117647059,90754.41176470587,70804.10899653978,85431.76470588235,70425.58823529411,72062.64705882352,81487.64705882352,96639.70588235294,95252.64705882352,59838.23529411765,111103.23529411764,97381.17647058824,67758.5294117647,90256.75605536332,77384.11764705883,85561.17647058824,96315.88235294116,102526.76470588236,79721.17647058824,77863.53806228373,68473.23529411765,95216.17647058824,100069.41176470587,92620.8910034602,99745.88235294116,130462.35294117648,74685.88235294117,93262.0588235294,67633.23529411765,61108.52076124567,47517.64705882353,98992.64705882352,62631.91176470588,482.9411764705882,74.11764705882354,898.2352941176471,468.1764705882353,18367.941176470587,2557.3529411764707,923.2352941176472,158.23529411764707,457.9411764705882,4334.558823529412,2226.470588235294,164.70588235294116,287.05882352941177,3047.058823529412,1027.6470588235293,559.7058823529412,332.3529411764706,448.8235294117647,311.1764705882353,287.3529411764705,1596.764705882353,2387.058823529412,1675.0,1378.8235294117646,212.35294117647047,1187.9411764705883,298.52941176470586,503.8235294117647,809.4117647058823,447.6470588235294,2205.2941176470586,169.11764705882354,11014.411764705885,2795.5882352941176,98.23529411764706,2153.823529411765,370.88235294117646,1190.294117647059,2312.6470588235293,222.7941176470588,760.2941176470589,274.3235294117647,2732.058823529412,5468.823529411765,1157.0588235294117,99.05882352941175,3137.058823529412,8425.588235294117,288.2352941176471,1012.3529411764706,83.52941176470588,28.676470588235293,221.1764705882353,13.0
Conduct user research to determine design requirements and analyze user feedback to improve design quality.,conduct user research to determine design requirements and analyze user feedback to improve design quality,"Analyze operational data to evaluate operations, processes or products.",Analyze data to improve operations.,Analyzing Data or Information,Web Developers,web developers,15-1134.00,Web and Digital Interface Designers,15-1255,15-1255.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.891170915958452,False,0.7843856610576924,3.630625,96.614375,0.2333333333333333,0.4690969619612205,E2,E2,98992.64705882352,72653.81487889274,83517.34429065743,88434.70588235294,77620.8910034602,128812.9411764706,91499.11764705884,90808.5294117647,86000.58823529411,110755.88235294116,87110.57958477509,97867.35294117648,98992.64705882352,70885.29411764706,85317.35294117648,71124.11764705883,66920.29411764706,71930.29411764706,79483.82352941176,76087.05882352941,98992.64705882352,103787.9411764706,106891.4705882353,88712.94117647059,90754.41176470587,70804.10899653978,85431.76470588235,70425.58823529411,72062.64705882352,81487.64705882352,96639.70588235294,95252.64705882352,59838.23529411765,111103.23529411764,97381.17647058824,67758.5294117647,90256.75605536332,77384.11764705883,85561.17647058824,96315.88235294116,102526.76470588236,79721.17647058824,77863.53806228373,68473.23529411765,95216.17647058824,100069.41176470587,92620.8910034602,99745.88235294116,130462.35294117648,74685.88235294117,93262.0588235294,67633.23529411765,61108.52076124567,47517.64705882353,98992.64705882352,62631.91176470588,482.9411764705882,74.11764705882354,898.2352941176471,468.1764705882353,18367.941176470587,2557.3529411764707,923.2352941176472,158.23529411764707,457.9411764705882,4334.558823529412,2226.470588235294,164.70588235294116,287.05882352941177,3047.058823529412,1027.6470588235293,559.7058823529412,332.3529411764706,448.8235294117647,311.1764705882353,287.3529411764705,1596.764705882353,2387.058823529412,1675.0,1378.8235294117646,212.35294117647047,1187.9411764705883,298.52941176470586,503.8235294117647,809.4117647058823,447.6470588235294,2205.2941176470586,169.11764705882354,11014.411764705885,2795.5882352941176,98.23529411764706,2153.823529411765,370.88235294117646,1190.294117647059,2312.6470588235293,222.7941176470588,760.2941176470589,274.3235294117647,2732.058823529412,5468.823529411765,1157.0588235294117,99.05882352941175,3137.058823529412,8425.588235294117,288.2352941176471,1012.3529411764706,83.52941176470588,28.676470588235293,221.1764705882353,13.0
"Confer or correspond with establishment representatives to rectify problems, such as damages, shortages, or nonconformance to specifications.",confer or correspond with establishment representatives to rectify problems such as damages shortages or nonconformance to specifications,Respond to customer problems or complaints.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,"Shipping, Receiving, and Traffic Clerks",shipping receiving and traffic clerks,43-5071.00,"Shipping, Receiving, and Inventory Clerks",43-5071,43-5071.00,"Shipping, Receiving, and Inventory Clerks","Material Recording, Scheduling, Dispatching, and Distributing Workers",Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.874999999999999,False,1.6472861538461538,3.95,90.11,0.6634467283270762,0.5,E1,E2,45260.0,38940.0,47900.0,45410.0,40500.0,46520.0,47130.0,45810.0,44120.0,49660.0,40700.0,43630.0,49660.0,41430.0,46760.0,47320.0,47590.0,44110.0,42830.0,40180.0,47160.0,47280.0,49240.0,45140.0,47890.0,38620.0,43480.0,43590.0,44110.0,43210.0,47960.0,45440.0,38860.0,47100.0,43040.0,46730.0,45270.0,41060.0,47540.0,45780.0,45520.0,43430.0,43680.0,44920.0,42190.0,39050.0,49080.0,44290.0,51590.0,39940.0,47490.0,43000.0,32360.0,26050.0,36240.0,816870.0,7720.0,890.0,20280.0,7650.0,88760.0,15610.0,6480.0,2630.0,680.0,44040.0,28150.0,1390.0,4900.0,33030.0,27600.0,7170.0,6530.0,16130.0,7650.0,2470.0,13980.0,14370.0,24980.0,13210.0,11330.0,11650.0,1560.0,5670.0,12390.0,4090.0,29440.0,3420.0,30750.0,20150.0,1520.0,35880.0,6530.0,11210.0,30940.0,2420.0,14160.0,2740.0,16680.0,87280.0,15750.0,780.0,20380.0,19500.0,2660.0,20980.0,730.0,630.0,5200.0,80.0
"Confer with board members, organization officials, or staff members to discuss issues, coordinate activities, or resolve problems.",confer with board members organization officials or staff members to discuss issues coordinate activities or resolve problems,Confer with organizational members to accomplish work activities.,Communicate with others about operational plans or activities.,"Communicating with Supervisors, Peers, or Subordinates",Chief Executives,chief executives,11-1011.00,Chief Executives,11-1011,11-1011.00,Chief Executives,Top Executives,Management Occupations,2026-05-31,0.0113071264295034,4.861561921359329,False,0.6259653846153846,4.32,81.71,0.1229435456130317,0.2875387476993781,E0,E0,213990.0,166420.0,166710.0,213990.0,119990.0,218600.0,213370.0,295120.0,199990.0,213990.0,213990.0,208180.0,281640.0,177210.0,331920.0,254180.0,211190.0,158100.0,179530.0,213990.0,138770.0,248660.0,213990.0,255560.0,195670.0,139250.0,172320.0,182340.0,214680.0,149770.0,168590.0,310440.0,123500.0,257980.0,314290.0,164560.0,176440.0,163790.0,341630.0,232560.0,235360.0,168840.0,280900.0,198830.0,257850.0,171880.0,175070.0,310740.0,339810.0,151950.0,208350.0,147940.0,213990.0,97510.0,104010.0,166363.0,1319.0,1042.0,3442.0,5780.0,56499.0,3055.0,2703.0,635.0,746.0,10554.0,6643.0,765.0,4754.0,7522.0,2963.0,4966.0,3191.0,3370.0,2056.0,2573.0,5178.0,10730.0,8060.0,10974.0,505.0,4152.0,1091.0,4087.0,2231.0,726.0,3957.0,163.0,13726.0,3142.0,619.0,7278.0,3891.0,1482.0,14410.0,460.0,2833.0,830.0,7653.0,14296.0,5113.0,586.0,7929.0,5161.0,2768.0,3126.0,98.0,70.0,4380.0,212.0
"Confer with clients, editors, publishers, or producers to discuss changes or revisions to written material.",confer with clients editors publishers or producers to discuss changes or revisions to written material,Discuss production content and progress with others.,Communicate with others about specifications or project details.,"Communicating with Supervisors, Peers, or Subordinates","Poets, Lyricists and Creative Writers",poets lyricists and creative writers,27-3043.05,"Poets, Lyricists and Creative Writers",27-3043,27-3043.05,Writers and Editors,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.699938003719777,False,0.140091923076923,4.23,100.0,0.0313656328667651,0.3,E2,E1,76910.0,66950.0,76910.0,55990.0,47970.0,86480.0,76830.0,98460.0,76910.0,129300.0,68080.0,74710.0,76910.0,56360.0,68220.0,75820.0,61010.0,65840.0,48780.0,89520.0,76910.0,104330.0,85260.0,76910.0,72810.0,54180.0,58140.0,76910.0,65470.0,63910.0,71830.0,81590.0,76910.0,76910.0,63660.0,50860.0,65930.0,58770.0,80540.0,77410.0,70190.0,51920.0,56700.0,58870.0,69990.0,64530.0,94430.0,85000.0,85700.0,64410.0,64370.0,49650.0,76910.0,43440.0,76910.0,45149.0,339.0,94.0,1130.0,509.0,15803.0,2449.0,480.0,139.0,1978.0,5669.0,1545.0,60.0,170.0,4973.0,848.0,546.0,240.0,659.0,480.0,377.0,1017.0,2543.0,1270.0,1356.0,245.0,1130.0,170.0,240.0,358.0,339.0,2223.0,170.0,14089.0,3409.0,151.0,1563.0,414.0,1789.0,2034.0,207.0,979.0,60.0,2373.0,4370.0,772.0,207.0,2882.0,1450.0,207.0,1337.0,81.0,19.0,170.0,9.0
"Confer with clients regarding price and type of arrangement desired and the date, time, and place of delivery.",confer with clients regarding price and type of arrangement desired and the date time and place of delivery,Confer with clients to determine needs.,Confer with clients to determine needs or order specifications.,"Communicating with Supervisors, Peers, or Subordinates",Floral Designers,floral designers,27-1023.00,Floral Designers,27-1023,27-1023.00,Designers,Art and Design Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.368368700265252,False,2.627299230769231,4.58,96.21,0.8515822506982809,0.3996380394032562,E0,E0,37360.0,34430.0,48130.0,36860.0,29910.0,47040.0,45380.0,39220.0,39630.0,42950.0,36770.0,35440.0,46170.0,36830.0,35880.0,36280.0,35340.0,31190.0,34940.0,30000.0,35930.0,41020.0,46460.0,35890.0,37190.0,29370.0,34210.0,34100.0,35930.0,39600.0,43230.0,45190.0,33870.0,45260.0,37190.0,35290.0,35790.0,29660.0,44730.0,35920.0,36420.0,32000.0,33910.0,36220.0,35080.0,35980.0,44720.0,37350.0,44460.0,29860.0,35010.0,35020.0,37360.0,22810.0,37360.0,40590.0,470.0,80.0,390.0,420.0,4080.0,790.0,490.0,100.0,70.0,2600.0,1020.0,380.0,330.0,1760.0,800.0,430.0,490.0,430.0,430.0,290.0,460.0,870.0,1640.0,580.0,290.0,1160.0,290.0,390.0,440.0,220.0,1020.0,170.0,2330.0,990.0,170.0,1520.0,450.0,710.0,1840.0,310.0,500.0,190.0,890.0,3100.0,830.0,110.0,980.0,910.0,250.0,1030.0,120.0,17.0,240.0,8.0
"Confer with clients to determine objectives, budget, background information, and presentation approaches, styles, and techniques.",confer with clients to determine objectives budget background information and presentation approaches styles and techniques,Confer with clients to determine needs.,Confer with clients to determine needs or order specifications.,"Communicating with Supervisors, Peers, or Subordinates",Art Directors,art directors,27-1011.00,Art Directors,27-1011,27-1011.00,Artists and Related Workers,Art and Design Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0113071264295034,4.468860450944547,False,0.5948800000000001,4.31,74.76,0.0710172238848734,0.2,E2,E2,114850.0,77220.0,75200.0,114850.0,71930.0,137780.0,99990.0,71900.0,114850.0,114850.0,99660.0,110430.0,89300.0,80680.0,103550.0,105690.0,80940.0,60460.0,76160.0,83640.0,100300.0,98400.0,149320.0,86660.0,109700.0,66020.0,100940.0,73850.0,73270.0,98070.0,132000.0,129200.0,114850.0,137320.0,90000.0,83170.0,94390.0,80680.0,133840.0,97450.0,72550.0,87990.0,66610.0,89860.0,88270.0,106500.0,129260.0,101150.0,121170.0,63550.0,81130.0,114850.0,114850.0,57580.0,114850.0,53070.0,210.0,40.0,450.00000000000006,240.0,12430.0,720.0,1160.0,164.0,310.0,2520.0,1420.0,40.0,291.0,2960.0,350.0,280.0,487.0,320.0,160.0,217.0,570.0,1850.0,1080.0,920.0,90.0,780.0,100.0,140.0,290.0,160.0,1840.0,60.0,8720.0,1675.0,30.0,1050.0,290.0,1040.0,1250.0,90.0,550.0,30.0,930.0,2480.0,290.0,80.0,670.0,650.0,30.0,730.0,95.0,23.0,80.0,11.0
Confer with clients to discuss and determine layout design.,confer with clients to discuss and determine layout design,Confer with clients to determine needs.,Confer with clients to determine needs or order specifications.,"Communicating with Supervisors, Peers, or Subordinates",Graphic Designers,graphic designers,27-1024.00,Graphic Designers,27-1024,27-1024.00,Designers,Art and Design Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.245215737549031,False,0.8566953846153846,4.28,100.0,0.0586479047619046,0.1,E2,E2,62960.0,51070.0,62570.0,58510.0,46220.0,75130.0,66330.0,72700.0,60130.0,87920.0,61660.0,60250.0,58070.0,50350.0,62560.0,55480.0,50310.0,53630.0,52960.0,49910.0,60030.0,75120.0,76710.0,57350.0,63860.0,45640.0,56750.0,56890.0,56700.0,62890.0,60490.0,73790.0,56730.0,77340.0,58450.0,56470.0,60080.0,53630.0,66040.0,60730.0,78220.0,57170.0,48390.0,57270.0,60150.0,62310.0,65690.0,72310.0,72710.0,40350.0,59900.0,45150.0,33800.0,34180.0,62960.0,197830.0,1760.0,180.0,3560.0,1390.0,27390.0,4200.0,1930.0,360.0,1150.0,12660.0,5920.0,520.0,920.0,8960.0,3450.0,2100.0,1730.0,2060.0,1750.0,560.0,3050.0,4450.0,6070.0,5570.0,830.0,4500.0,610.0,1670.0,1570.0,790.0,5670.0,850.0,14530.0,5660.0,460.0,7280.0,2040.0,4140.0,8150.0,750.0,1930.0,470.0,3880.000000000001,13670.0,2720.0,410.0,4740.0,3960.0,520.0,4130.0,240.0,70.0,1280.0,41.0
"Confer with clients to restructure debt, refinance debt, or raise new debt.",confer with clients to restructure debt refinance debt or raise new debt,Advise others on financial matters.,Advise others on financial matters.,Providing Consultation and Advice to Others,Financial Analysts,financial analysts,13-2051.00,Financial and Investment Analysts,13-2051,13-2051.00,Financial Analysts and Advisors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.6667000000000005,False,0.6792019089366516,4.178186274509804,93.04583333333332,0.1963626798636154,0.4596115247308774,E1,E2,110326.8,86329.2,93467.6,98355.2,73310.0,119510.0,112404.0,111834.8,121372.8,102374.0,97303.2,100018.0,92154.4,88370.8,102802.4,90854.8,99291.2,84823.6,78009.6,66715.2,115724.0,109085.2,121107.2,99850.4,104253.6,88170.4,99564.0,100089.6,89979.2,92051.6,121936.0,119327.2,87437.6,132558.0,117808.0,76329.2,96552.4,82500.0,114864.8,94121.6,102588.4,96712.0,88651.2,91929.2,101547.2,84298.0,104933.136,116420.4,115498.8,82196.4,96740.0,151969.2,110326.8,61627.2,90965.136,206952.4,1730.4,117.2,3735.2,745.2,24767.2,4405.200000000001,1419.84,1702.4,1870.8,13432.4,5828.0,334.8,466.8,11368.0,1964.0,1235.6,975.6,1440.8000000000002,966.4,781.24,3035.6,7848.0,4150.0,4194.8,465.2,2682.8,237.2,779.92,1174.8,434.4,6417.6,540.0,31413.6,7764.799999999999,190.8,5782.0,915.6,1577.2,7621.2,1093.1999999999998,2019.2,461.2,2637.6,16319.2,2492.4,319.43999999999994,5917.2,4701.6,218.0,2923.6,179.6,88.0,851.6,41.04
"Confer with colleagues, faculty, and community members and organizations to conduct informational programs, make collection decisions, and determine library services to offer.",confer with colleagues faculty and community members and organizations to conduct informational programs make collection decisions and determine library services to offer,Confer with others to conduct or arrange operational activities.,Communicate with others about operational plans or activities.,"Communicating with Supervisors, Peers, or Subordinates",Librarians,librarians,25-4021.00,Librarians and Media Collections Specialists,25-4022,25-4022.00,Librarians and Media Collections Specialists,"Librarians, Curators, and Archivists",Educational Instruction and Library Occupations,2026-05-31,0.0030529241359659,4.8571,False,0.6826423076923076,3.99,89.83,0.231608049845403,0.5,E2,E2,68270.0,64650.0,78810.0,60500.0,56800.0,89790.0,76480.0,79210.0,77700.0,96550.0,67060.0,76750.0,68270.0,54130.0,62700.0,53500.0,58440.0,61900.0,65200.0,60650.0,59540.0,88570.0,78540.0,60010.0,77650.0,56970.0,58700.0,63870.0,64060.0,84540.0,63580.0,78380.0,62530.0,78590.0,61420.0,62830.0,60630.0,58180.0,78070.0,62880.0,75860.0,62640.0,51210.0,62090.0,71860.0,53730.0,62360.0,77430.0,100030.0,42980.0,66870.0,46530.0,68270.0,51610.0,68270.0,133790.0,2750.0,350.0,1990.0,1490.0,10180.0,1990.0,2550.0,370.0,960.0,6670.0,3330.0,300.0,650.0,5390.0,1920.0,1770.0,1620.0,1980.0,2130.0,780.0,3220.0,4980.0,3940.0,2220.0,1060.0,2970.0,640.0,1200.0,610.0,1150.0,4100.0,580.0,11870.0,4010.0,570.0,4820.0,1820.0,1690.0,5050.0,780.0,2130.0,490.0,2540.0,9150.0,1630.0,600.0,4590.0,2750.0,610.0,2450.0,440.0,57.0,1310.0,27.0
Confer with colleagues to formulate positions and strategies pertaining to pending issues.,confer with colleagues to formulate positions and strategies pertaining to pending issues,Confer with organizational members to accomplish work activities.,Communicate with others about operational plans or activities.,"Communicating with Supervisors, Peers, or Subordinates",Legislators,legislators,11-1031.00,Legislators,11-1031,11-1031.00,Legislators,Top Executives,Management Occupations,2026-05-31,0.0030529241359659,4.686779357438711,False,0.2915048129734848,3.7744487283549786,81.59199404761905,0.1828086384095935,0.6899937124035834,E1,E2,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
"Confer with company officials to develop methods and procedures to increase sales, expand markets, and promote business.",confer with company officials to develop methods and procedures to increase sales expand markets and promote business,Develop marketing plans or strategies.,Develop business or marketing plans.,Thinking Creatively,First-Line Supervisors of Retail Sales Workers,firstline supervisors of retail sales workers,41-1011.00,First-Line Supervisors of Retail Sales Workers,41-1011,41-1011.00,First-Line Supervisors of Sales Workers,Supervisors of Sales Workers,Sales and Related Occupations,2026-05-31,0.0015264620679829,4.407411385606874,False,0.5940476923076923,3.67,77.65,0.6337128360557813,1.59159709447459,E2,E2,48520.0,44860.0,57080.0,48010.0,36950.0,54870.0,58200.0,56510.0,55710.0,58470.0,48410.0,46150.0,55850.0,46140.0,47990.0,47790.0,46610.0,46950.0,40080.0,43860.0,53580.0,47000.0,57490.0,46430.0,48770.0,45760.0,46860.0,49300.0,45280.0,46900.0,51650.0,57320.0,46550.0,58300.0,47760.0,49350.0,45680.0,45430.0,50660.0,46690.0,58570.0,47770.0,56680.0,47880.0,46280.0,47470.0,55760.0,47990.0,60750.0,39740.0,49550.0,45980.0,29720.0,30090.0,44880.0,1121800.0,25020.0,3030.0,20260.0,11050.0,109180.0,26390.0,13910.0,4200.0,1470.0,80470.0,36900.0,6580.0,7330.0,36940.0,22090.0,9970.0,9250.0,18290.0,16910.0,5760.0,23080.0,20240.0,30750.0,21530.0,13020.0,19160.0,5830.0,7010.0,10500.0,6610.0,31160.0,7660.0,50830.0,39890.0,2640.0,39110.0,15340.0,13940.0,40970.0,3880.000000000001,19390.0,3660.0,26470.0,103410.0,10270.0,2310.0,32250.0,27640.0,7420.0,17750.0,3060.0,690.0,12700.0,440.0
"Confer with company officials to develop methods and procedures to increase sales, expand markets, and promote business.",confer with company officials to develop methods and procedures to increase sales expand markets and promote business,Develop marketing plans or strategies.,Develop business or marketing plans.,Thinking Creatively,First-Line Supervisors of Non-Retail Sales Workers,firstline supervisors of nonretail sales workers,41-1012.00,First-Line Supervisors of Non-Retail Sales Workers,41-1012,41-1012.00,First-Line Supervisors of Sales Workers,Supervisors of Sales Workers,Sales and Related Occupations,2026-05-31,0.0015264620679829,4.407411385606874,False,0.3994538461538461,3.79,77.63,0.2548484123021836,0.9231311185305022,E2,E2,87520.0,77070.0,83900.0,82350.0,64980.0,81140.0,110450.0,78950.0,86260.0,88420.0,81650.0,82400.0,63490.0,78200.0,88820.0,84650.0,89640.0,74220.0,73320.0,73700.0,82910.0,82620.0,115150.0,80170.0,88510.0,68180.0,79440.0,77030.0,82980.0,76750.0,97470.0,99030.0,75540.0,121780.0,91200.0,79060.0,81720.0,74840.0,80460.0,82870.0,85420.0,77130.0,105680.0,85980.0,74590.0,81600.0,81850.0,98170.0,95150.0,62970.0,91980.0,80230.0,45900.0,46260.0,77520.0,214390.0,2410.0,540.0,2550.0,1800.0,19600.0,8230.0,1430.0,960.0,580.0,15120.0,10460.0,890.0,970.0,5280.0,3820.0,2530.0,840.0,2090.0,1840.0,820.0,3050.0,5490.0,3490.0,2130.0,1860.0,2910.0,660.0,1870.0,1510.0,1460.0,10370.0,880.0,16870.0,11080.0,310.0,5980.0,2620.0,2080.0,5930.0,350.0,3230.0,680.0,4510.0,20690.0,1850.0,200.0,9020.0,4830.0,510.0,4930.0,260.0,50.0,1270.0,40.0
"Confer with coworkers to get information about order details, processing plans, or problems that occur.",confer with coworkers to get information about order details processing plans or problems that occur,Exchange information with colleagues.,Communicate with others about operational plans or activities.,"Communicating with Supervisors, Peers, or Subordinates",Textile Bleaching and Dyeing Machine Operators and Tenders,textile bleaching and dyeing machine operators and tenders,51-6061.00,Textile Bleaching and Dyeing Machine Operators and Tenders,51-6061,51-6061.00,"Textile Machine Setters, Operators, and Tenders","Textile, Apparel, and Furnishings Workers",Production Occupations,2026-05-31,0.0030529241359659,4.5556098753361045,False,2.5674030769230773,4.06,84.03,0.1887893420712254,0.1,E2,E0,38180.0,33190.0,38180.0,38180.0,38180.0,36670.0,38180.0,38180.0,38180.0,38180.0,29850.0,41960.0,38180.0,38180.0,38180.0,38180.0,38180.0,38180.0,38180.0,38180.0,38180.0,38180.0,38180.0,44720.0,38180.0,43640.0,38180.0,38180.0,38180.0,38180.0,38180.0,36570.0,38180.0,39030.0,37610.0,38180.0,38180.0,38180.0,38180.0,38420.0,45930.0,39410.0,38180.0,37410.0,38180.0,38180.0,38180.0,38180.0,38180.0,38180.0,30930.0,38180.0,38180.0,38180.0,38180.0,5310.0,100.0,11.0,110.0,44.0,880.0,97.0,58.0,16.0,24.0,100.0,490.0,21.0,29.0,207.0,109.0,53.0,49.0,68.0,66.0,22.0,94.0,123.0,60.0,100.0,80.0,100.0,17.0,35.0,53.0,23.0,140.0,30.0,120.0,980.0,15.0,188.0,58.0,67.0,250.0,210.0,770.0,16.0,270.0,477.0,59.0,10.0,139.0,120.0,24.0,90.0,10.0,2.0,32.0,1.0
"Confer with coworkers to obtain information about orders, processes, or problems.",confer with coworkers to obtain information about orders processes or problems,Exchange information with colleagues.,Communicate with others about operational plans or activities.,"Communicating with Supervisors, Peers, or Subordinates","Textile Cutting Machine Setters, Operators, and Tenders",textile cutting machine setters operators and tenders,51-6062.00,"Textile Cutting Machine Setters, Operators, and Tenders",51-6062,51-6062.00,"Textile Machine Setters, Operators, and Tenders","Textile, Apparel, and Furnishings Workers",Production Occupations,2026-05-31,0.0113071264295034,4.897926429992938,False,2.1874615384615383,3.96,91.31,0.1753840786406576,0.1,E2,E0,38760.0,35000.0,38760.0,37460.0,29140.0,38870.0,36870.0,47160.0,38760.0,38760.0,35680.0,39840.0,45760.0,38760.0,38600.0,41740.0,30060.0,35930.0,31040.0,37490.0,38760.0,34890.0,43680.0,37280.0,41480.0,37600.0,30540.0,38760.0,38760.0,28630.0,45930.0,40780.0,38760.0,46810.0,43460.0,38760.0,41600.0,37110.0,38460.0,36690.0,40000.0,41740.0,38760.0,36710.0,30160.0,38760.0,38760.0,34410.0,45380.0,38760.0,39630.0,38760.0,38760.0,22880.0,38760.0,9000.0,160.0,19.0,100.0,40.0,750.0,30.0,50.0,28.0,40.0,450.0,1560.0,36.0,49.0,230.0,70.0,70.0,40.0,50.0,111.0,37.0,50.0,380.0,100.0,100.0,400.0,170.0,29.0,59.0,70.0,80.0,120.0,50.0,170.0,840.0,25.0,370.0,50.0,90.0,230.0,30.0,480.0,26.0,320.0,680.0,100.0,17.0,50.0,140.0,40.0,130.0,16.0,4.0,100.0,2.0
"Confer with co-workers to obtain information about orders, processes, or problems.",confer with coworkers to obtain information about orders processes or problems,Exchange information with colleagues.,Communicate with others about operational plans or activities.,"Communicating with Supervisors, Peers, or Subordinates","Textile Knitting and Weaving Machine Setters, Operators, and Tenders",textile knitting and weaving machine setters operators and tenders,51-6063.00,"Textile Knitting and Weaving Machine Setters, Operators, and Tenders",51-6063,51-6063.00,"Textile Machine Setters, Operators, and Tenders","Textile, Apparel, and Furnishings Workers",Production Occupations,2026-05-31,0.0113071264295034,4.897926429992938,False,2.233221153846154,3.99,76.66,0.1461408247520203,0.1,E2,E0,39530.0,37340.0,39530.0,39530.0,39530.0,44530.0,39530.0,39530.0,39530.0,39530.0,39530.0,40930.0,39530.0,39530.0,42950.0,37160.0,33730.0,39530.0,39530.0,36860.0,48350.0,39530.0,44190.0,38120.0,46430.0,35370.0,39530.0,39530.0,39530.0,39530.0,48440.0,36850.0,39530.0,49570.0,36700.0,39530.0,45040.0,39530.0,39530.0,45580.0,38760.0,39760.0,39530.0,33550.0,34790.0,39530.0,39530.0,39470.0,48220.0,39530.0,45610.0,39530.0,39530.0,39530.0,39530.0,13030.0,770.0,27.0,270.0,109.0,590.0,239.0,141.0,40.0,58.0,827.0,3550.0,52.0,71.0,70.0,50.0,70.0,120.0,167.0,60.0,160.0,230.0,180.0,90.0,50.0,110.0,244.0,43.0,85.0,129.0,70.0,60.0,73.0,230.0,2730.0,36.0,60.0,142.0,164.0,510.0,250.0,1500.0,38.0,380.0,170.0,144.0,25.0,580.0,110.0,58.0,150.0,23.0,6.0,78.0,3.0
"Confer with customers by telephone or in person to provide information about products or services, take or enter orders, cancel accounts, or obtain details of complaints.",confer with customers by telephone or in person to provide information about products or services take or enter orders cancel accounts or obtain details of complaints,Discuss goods or services information with customers or patrons.,Explain technical details of products or services.,Interpreting the Meaning of Information for Others,Customer Service Representatives,customer service representatives,43-4051.00,Customer Service Representatives,43-4051,43-4051.00,Customer Service Representatives,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0226142528590069,4.695569014982467,False,4.956945384615384,4.67,94.3,1.21744633987701,0.3,E1,E2,44770.0,38400.0,45150.0,45690.0,37840.0,49560.0,47540.0,48090.0,48190.0,48250.0,40440.0,39630.0,45650.0,43200.0,46130.0,43140.0,46090.0,40320.0,38700.0,37330.0,47160.0,42830.0,49120.0,43950.0,48800.0,36380.0,44190.0,45290.0,43940.0,40560.0,47300.0,47740.0,39030.0,48000.0,40240.0,44670.0,45610.0,38650.0,47450.0,44630.0,47550.0,38860.0,40650.0,42830.0,40420.0,43140.0,47500.0,42730.0,50330.0,38430.0,46970.0,42340.0,30350.0,26700.0,37140.0,2595750.0,33290.0,2410.0,87020.0,20680.0,176850.0,38770.0,24490.0,7470.0,7550.000000000001,228000.0,97850.0,8010.0,18770.0,100970.0,44630.0,30100.0,29200.0,38630.0,25780.0,7560.0,37740.0,49990.0,71310.0,53340.0,20860.0,50530.0,4910.0,15340.0,32110.0,12750.0,59690.0,16950.0,141090.0,89510.0,5750.0,85930.0,34460.0,19440.0,94340.0,7890.0,51000.0,6120.0,59730.0,337170.0,44490.0,2870.0,59850.0,39760.0,9860.0,50840.0,2110.0,720.0,20330.0,320.0
"Confer with customers or supervising personnel to address questions, problems, or requests for service or equipment.",confer with customers or supervising personnel to address questions problems or requests for service or equipment,Respond to customer problems or complaints.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,"Dispatchers, Except Police, Fire, and Ambulance",dispatchers except police fire and ambulance,43-5032.00,"Dispatchers, Except Police, Fire, and Ambulance",43-5032,43-5032.00,Dispatchers,"Material Recording, Scheduling, Dispatching, and Distributing Workers",Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.60597240189737,False,4.259590769230769,4.65,87.06,0.3259332709318897,0.1,E1,E2,50340.0,48790.0,56730.0,47880.0,47130.0,52350.0,54070.0,47960.0,57170.0,72260.0,45880.0,49180.0,52570.0,49660.0,57240.0,50060.0,47000.0,47170.0,49990.0,47050.0,55150.0,51350.0,55690.0,49490.0,59220.0,45660.0,51410.0,47140.0,53880.0,47920.0,52770.0,54590.0,43960.0,55810.0,48230.0,57580.0,50320.0,44950.0,54980.0,49960.0,49320.0,47550.0,43920.0,49660.0,47320.0,51010.0,56360.0,50710.0,59330.0,46620.0,52350.0,48690.0,39630.0,24750.0,33870.0,202810.0,1780.0,570.0,5690.0,1780.0,23970.0,3470.0,2220.0,670.0,300.0,12550.0,6190.0,950.0,1430.0,7901.0,4090.0,1460.0,1670.0,2440.0,2980.0,670.0,3310.0,3510.0,5390.0,2760.0,2000.0,4340.0,810.0,1500.0,2840.0,710.0,6420.0,1350.0,11160.0,5740.0,600.0,5720.0,2180.0,3290.0,6670.0,530.0,2440.0,860.0,4190.0,23920.0,2040.0,260.0,5830.0,4920.0,880.0,3240.0,240.0,130.0,740.0,30.0
Confer with customers to assess customer needs or obtain feedback.,confer with customers to assess customer needs or obtain feedback,Confer with clients to determine needs.,Confer with clients to determine needs or order specifications.,"Communicating with Supervisors, Peers, or Subordinates",Craft Artists,craft artists,27-1012.00,Craft Artists,27-1012,27-1012.00,Artists and Related Workers,Art and Design Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0678427585770207,4.580490956072351,False,0.1825876923076923,3.33,91.3,0.0106295917710616,0.1,E0,E0,46080.0,40800.0,41600.0,46300.0,46080.0,100540.0,43620.0,34010.0,46080.0,46080.0,48710.0,48880.0,46080.0,46080.0,43040.0,46080.0,46080.0,46080.0,46080.0,46080.0,53380.0,46080.0,47660.0,25960.0,27560.0,46080.0,61780.0,46080.0,46080.0,46080.0,46080.0,46080.0,46080.0,49020.0,46080.0,46080.0,38070.0,46080.0,51060.0,41600.0,46080.0,35050.0,46080.0,32830.0,54690.0,46080.0,46080.0,46080.0,44120.0,46080.0,58650.0,46080.0,46080.0,46080.0,46080.0,4580.0,70.0,10.0,95.0,38.0,170.0,84.0,70.0,14.0,21.0,270.0,143.0,18.0,25.0,178.0,94.0,46.0,42.0,59.0,50.0,50.0,81.0,50.0,290.0,140.0,34.0,140.0,15.0,30.0,45.0,20.0,125.0,25.0,50.0,145.0,13.0,180.0,50.0,170.0,230.0,15.0,70.0,13.0,96.0,870.0,51.0,9.0,120.0,80.0,21.0,190.0,8.0,2.0,27.0,1.0
Confer with customers to determine how to tailor materials to their needs.,confer with customers to determine how to tailor materials to their needs,Confer with clients to exchange information.,Confer with clients to determine needs or order specifications.,"Communicating with Supervisors, Peers, or Subordinates",Materials Scientists,materials scientists,19-2032.00,Materials Scientists,19-2032,19-2032.00,Chemists and Materials Scientists,Physical Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.0113071264295034,4.505126694166176,False,0.3689280769230769,3.74,90.48,0.0215200755976292,0.1,E2,E2,117790.0,117790.0,117790.0,117790.0,117790.0,177030.0,117290.0,130320.0,117790.0,137600.0,102340.0,91970.0,117790.0,117790.0,125850.0,130540.0,88320.0,115490.0,117790.0,117790.0,117790.0,112400.0,132600.0,107410.0,132160.0,117790.0,117790.0,71810.0,117790.0,97490.0,119990.0,103150.0,117790.0,131740.0,106470.0,117790.0,108830.0,117790.0,150550.0,106920.0,117790.0,101930.0,117790.0,69010.0,72700.0,126840.0,117790.0,124150.0,127250.0,117790.0,137700.0,117790.0,117790.0,117790.0,117790.0,8470.0,114.0,18.0,175.0,71.0,1030.0,370.0,50.0,90.0,38.0,200.0,350.0,34.0,46.0,380.0,320.0,180.0,40.0,108.0,105.0,35.0,270.0,890.0,230.0,290.0,63.0,159.0,50.0,55.0,100.0,80.0,440.0,47.0,530.0,490.0,23.0,450.0,92.0,100.0,100.0,27.0,80.0,25.0,60.0,300.0,110.0,16.0,100.0,290.0,38.0,70.0,15.0,4.0,51.0,2.0
Confer with customers to determine the nature of malfunctions.,confer with customers to determine the nature of malfunctions,Confer with customers or users to assess problems.,Confer with clients to determine needs or order specifications.,"Communicating with Supervisors, Peers, or Subordinates","Electrical and Electronics Installers and Repairers, Transportation Equipment",electrical and electronics installers and repairers transportation equipment,49-2093.00,"Electrical and Electronics Installers and Repairers, Transportation Equipment",49-2093,49-2093.00,"Miscellaneous Electrical and Electronic Equipment Mechanics, Installers, and Repairers","Electrical and Electronic Equipment Mechanics, Installers, and Repairers","Installation, Maintenance, and Repair Occupations",2026-05-31,0.0056535632147517,4.651133341775359,False,0.8670634615384615,3.87,55.86,0.0445144540968068,0.1,E2,E1,84890.0,75450.0,84890.0,84110.0,84890.0,84820.0,96680.0,58120.0,84890.0,84890.0,77110.0,62710.0,84890.0,84890.0,93300.0,84890.0,75130.0,99420.0,84890.0,77270.0,61820.0,98850.0,81420.0,69510.0,78690.0,84890.0,81220.0,96560.0,84890.0,102210.0,84890.0,84890.0,83470.0,87360.0,84890.0,84890.0,75810.0,64120.0,104410.0,84750.0,84890.0,84890.0,84890.0,58250.0,86520.0,84890.0,84890.0,87860.0,122140.0,84890.0,84890.0,84890.0,84890.0,84890.0,84890.0,6940.0,50.0,14.0,50.0,58.0,1480.0,70.0,60.0,21.0,31.0,230.0,190.0,28.0,38.0,140.0,142.0,100.0,60.0,89.0,40.0,90.0,290.0,90.0,130.0,40.0,52.0,170.0,50.0,300.0,120.0,30.0,190.0,30.0,500.0,219.0,19.0,60.0,76.0,160.0,40.0,22.0,102.0,20.0,340.0,580.0,77.0,13.0,240.0,230.0,31.0,130.0,12.0,3.0,42.0,1.0
Confer with customers to determine the nature of malfunctions.,confer with customers to determine the nature of malfunctions,Confer with customers or users to assess problems.,Confer with clients to determine needs or order specifications.,"Communicating with Supervisors, Peers, or Subordinates","Electronic Equipment Installers and Repairers, Motor Vehicles",electronic equipment installers and repairers motor vehicles,49-2096.00,"Electronic Equipment Installers and Repairers, Motor Vehicles",49-2096,49-2096.00,"Miscellaneous Electrical and Electronic Equipment Mechanics, Installers, and Repairers","Electrical and Electronic Equipment Mechanics, Installers, and Repairers","Installation, Maintenance, and Repair Occupations",2026-05-31,0.0056535632147517,4.651133341775359,False,1.9386815384615383,4.28,91.59,0.1381369150699775,0.1,E2,E0,48420.0,38520.0,48420.0,57280.0,41510.0,48500.0,60070.0,44980.0,48420.0,48420.0,47980.0,59550.0,47780.0,55760.0,47150.0,56730.0,55160.0,33380.0,64570.0,41040.0,48420.0,48420.0,47590.0,48070.0,49740.0,38500.0,38760.0,49920.0,47630.0,46100.0,48420.0,41070.0,49300.0,60220.0,46850.0,47310.0,45120.0,48420.0,56000.0,26640.0,48420.0,48230.0,48420.0,49140.0,48730.0,48420.0,48420.0,49210.0,59010.0,51890.0,38070.0,48420.0,48420.0,48420.0,48420.0,8550.0,70.0,18.0,40.0,80.0,960.0,157.0,90.0,50.0,38.0,660.0,300.0,70.0,90.0,170.0,470.0,85.0,90.0,40.0,106.0,35.0,151.0,220.0,80.0,250.0,90.0,70.0,40.0,56.0,85.0,37.0,170.0,160.0,290.0,190.0,100.0,230.0,93.0,200.0,331.0,27.0,230.0,25.0,210.0,1210.0,95.0,17.0,440.0,120.0,40.0,161.0,15.0,4.0,51.0,2.0
Confer with customers to determine the nature of problems or to explain repairs.,confer with customers to determine the nature of problems or to explain repairs,Confer with customers or users to assess problems.,Confer with clients to determine needs or order specifications.,"Communicating with Supervisors, Peers, or Subordinates",Electronic Home Entertainment Equipment Installers and Repairers,electronic home entertainment equipment installers and repairers,49-2097.00,Audiovisual Equipment Installers and Repairers,49-2097,49-2097.00,"Miscellaneous Electrical and Electronic Equipment Mechanics, Installers, and Repairers","Electrical and Electronic Equipment Mechanics, Installers, and Repairers","Installation, Maintenance, and Repair Occupations",2026-05-31,0.0113071264295034,4.552151510931624,False,2.854566153846154,4.02,94.71,0.2257795315807507,0.1,E2,E0,52600.0,46770.0,52600.0,45400.0,46530.0,62390.0,57680.0,74890.0,69990.0,57620.0,49780.0,50090.0,52600.0,56690.0,62870.0,46450.0,64390.0,50130.0,48380.0,53320.0,52600.0,65160.0,56040.0,45400.0,54330.0,41920.0,50540.0,60900.0,39940.0,48750.0,62810.0,48780.0,45580.0,62380.0,44490.0,50890.0,48130.0,47880.0,59890.0,51010.0,52600.0,45180.0,38860.0,48010.0,47770.0,53080.0,52600.0,56310.0,70720.0,52600.0,48300.0,33300.0,52600.0,26010.0,52600.0,19780.0,230.0,41.0,520.0,220.0,2590.0,550.0,214.0,61.0,89.0,1610.0,890.0,79.0,240.0,530.0,170.0,197.0,100.0,180.0,140.0,81.0,200.0,460.0,310.0,40.0,120.0,580.0,60.0,129.0,190.0,86.0,650.0,110.0,870.0,660.0,40.0,190.0,150.0,130.0,560.0,63.0,480.0,60.0,400.0,2490.0,330.0,38.0,370.0,350.0,89.0,150.0,30.0,8.0,50.0,4.0
Confer with department supervisors or other personnel to assess progress and discuss needed changes.,confer with department supervisors or other personnel to assess progress and discuss needed changes,Confer with coworkers to coordinate work activities.,Communicate with others about operational plans or activities.,"Communicating with Supervisors, Peers, or Subordinates","Production, Planning, and Expediting Clerks",production planning and expediting clerks,43-5061.00,"Production, Planning, and Expediting Clerks",43-5061,43-5061.00,"Production, Planning, and Expediting Clerks","Material Recording, Scheduling, Dispatching, and Distributing Workers",Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.850869167429094,False,1.3487403846153845,3.86,95.01,0.5341660192536983,0.5,E2,E0,59650.0,57240.0,62590.0,58580.0,50350.0,63000.0,63980.0,63240.0,62700.0,72660.0,51940.0,56850.0,63780.0,59950.0,57880.0,58980.0,60320.0,57080.0,55690.0,60120.0,60200.0,58590.0,60280.0,61670.0,61490.0,51080.0,54170.0,50800.0,55710.0,55790.0,61590.0,62710.0,49640.0,60920.0,52640.0,58330.0,57830.0,56300.0,60790.0,59240.0,65310.0,57640.0,50530.0,53020.0,55850.0,61650.0,60560.0,61780.0,77190.0,56290.0,58540.0,69710.0,53070.0,37570.0,59650.0,390160.0,2680.0,380.0,9780.0,2390.0,56080.0,7800.0,4090.0,450.0,430.0,20850.0,16370.0,1040.0,1070.0,11900.0,9100.0,3540.0,4320.0,6480.0,1970.0,1240.0,4670.0,5650.0,7560.0,7330.0,2030.0,6310.0,830.0,1690.0,2190.0,1600.0,9410.0,1040.0,35160.0,13000.0,450.0,17700.0,5820.0,2790.0,8790.0,960.0,7020.0,690.0,12740.0,33080.0,4550.0,430.0,8490.0,8851.0,750.0,9140.0,110.0,190.0,1780.0,80.0
Confer with engineering staff and other personnel to resolve problems.,confer with engineering staff and other personnel to resolve problems,Confer with other personnel to resolve design or operational problems.,Coordinate with others to resolve problems.,"Communicating with Supervisors, Peers, or Subordinates",Electrical and Electronics Drafters,electrical and electronics drafters,17-3012.00,Electrical and Electronics Drafters,17-3012,17-3012.00,Drafters,"Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.755553135888502,False,1.7085323076923076,4.21,96.2,0.1170909075173393,0.1,E2,E1,76870.0,51650.0,76870.0,73080.0,76870.0,78310.0,79300.0,66980.0,63460.0,76870.0,73010.0,80620.0,68050.0,81590.0,68310.0,80100.0,74470.0,60730.0,79050.0,62550.0,75100.0,75680.0,87290.0,73860.0,77330.0,58780.0,76690.0,76870.0,59570.0,71310.0,102070.0,77600.0,101330.0,77830.0,81960.0,76870.0,80840.0,69520.0,78170.0,72720.0,76870.0,76440.0,50840.0,77180.0,80620.0,79360.0,76870.0,64650.0,72250.0,76870.0,75650.0,64690.0,76870.0,56480.0,76870.0,17920.0,300.0,80.0,570.0,149.0,2730.0,750.0,430.0,60.0,80.0,660.0,470.0,80.0,100.0,150.0,360.0,180.0,210.0,80.0,150.0,110.0,380.0,470.0,380.0,250.0,110.0,420.0,59.0,190.0,250.0,220.0,240.0,390.0,850.0,430.0,90.0,510.0,290.0,330.0,500.0,57.0,290.0,40.0,340.0,1840.0,290.0,35.0,280.0,390.0,80.0,470.0,40.0,8.0,180.0,4.0
"Confer with engineers or other personnel to implement operating procedures, resolve system malfunctions, or provide technical information.",confer with engineers or other personnel to implement operating procedures resolve system malfunctions or provide technical information,Confer with other personnel to resolve design or operational problems.,Coordinate with others to resolve problems.,"Communicating with Supervisors, Peers, or Subordinates",Mechanical Engineers,mechanical engineers,17-2141.00,Mechanical Engineers,17-2141,17-2141.00,Mechanical Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.734890698671239,False,1.8429984615384607,3.97,88.41,0.1351300964830377,0.1,E0,E2,104110.0,100230.0,124340.0,100270.0,80180.0,130900.0,124430.0,105090.0,125130.0,133300.0,99980.0,100620.0,98740.0,93190.0,102680.0,99590.0,97700.0,86260.0,101050.0,119540.0,102430.0,122870.0,119300.0,104890.0,99140.0,98000.0,99330.0,94190.0,88060.0,102680.0,103660.0,112300.0,157710.0,102440.0,100720.0,86330.0,99100.0,101850.0,103470.0,97920.0,116230.0,104580.0,88380.0,99550.0,112410.0,102500.0,107330.0,104180.0,110430.0,97390.0,95870.0,117750.0,61510.0,72240.0,104110.0,122670.0,1656.0,314.0,4174.0,1165.0,25236.0,5943.0,3802.0,504.0,510.00000000000006,8878.0,4373.0,438.0,884.0,9746.0,7183.0,2868.0,3827.0,3447.0,1562.0,736.0,5414.0,7679.999999999999,28625.0,4869.0,1298.0,4025.0,413.0,785.0,1165.0,2281.0,3455.0,2240.0,7100.0,7902.0,653.0,11895.0,1876.0,2414.0,11200.0,1289.0,4778.0,463.0,3249.0,18251.0,2786.0,438.0,6175.0,6811.0,628.0,6175.0,190.0,116.0,405.0,30.0
"Confer with engineers or other personnel to implement operating procedures, resolve system malfunctions, or provide technical information.",confer with engineers or other personnel to implement operating procedures resolve system malfunctions or provide technical information,Confer with technical personnel to prepare designs or operational plans.,Communicate with others about specifications or project details.,"Communicating with Supervisors, Peers, or Subordinates",Mechanical Engineers,mechanical engineers,17-2141.00,Mechanical Engineers,17-2141,17-2141.00,Mechanical Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.734890698671239,False,1.8429984615384607,3.97,88.41,0.1351300964830377,0.1,E0,E2,104110.0,100230.0,124340.0,100270.0,80180.0,130900.0,124430.0,105090.0,125130.0,133300.0,99980.0,100620.0,98740.0,93190.0,102680.0,99590.0,97700.0,86260.0,101050.0,119540.0,102430.0,122870.0,119300.0,104890.0,99140.0,98000.0,99330.0,94190.0,88060.0,102680.0,103660.0,112300.0,157710.0,102440.0,100720.0,86330.0,99100.0,101850.0,103470.0,97920.0,116230.0,104580.0,88380.0,99550.0,112410.0,102500.0,107330.0,104180.0,110430.0,97390.0,95870.0,117750.0,61510.0,72240.0,104110.0,122670.0,1656.0,314.0,4174.0,1165.0,25236.0,5943.0,3802.0,504.0,510.00000000000006,8878.0,4373.0,438.0,884.0,9746.0,7183.0,2868.0,3827.0,3447.0,1562.0,736.0,5414.0,7679.999999999999,28625.0,4869.0,1298.0,4025.0,413.0,785.0,1165.0,2281.0,3455.0,2240.0,7100.0,7902.0,653.0,11895.0,1876.0,2414.0,11200.0,1289.0,4778.0,463.0,3249.0,18251.0,2786.0,438.0,6175.0,6811.0,628.0,6175.0,190.0,116.0,405.0,30.0
"Confer with establishment personnel, vendors, or customers to coordinate production or shipping activities and to resolve complaints or eliminate delays.",confer with establishment personnel vendors or customers to coordinate production or shipping activities and to resolve complaints or eliminate delays,Confer with coworkers to coordinate work activities.,Communicate with others about operational plans or activities.,"Communicating with Supervisors, Peers, or Subordinates","Production, Planning, and Expediting Clerks",production planning and expediting clerks,43-5061.00,"Production, Planning, and Expediting Clerks",43-5061,43-5061.00,"Production, Planning, and Expediting Clerks","Material Recording, Scheduling, Dispatching, and Distributing Workers",Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.953465982028241,False,1.4877084615384617,3.98,68.1,0.5203889644123976,0.6,E0,E2,59650.0,57240.0,62590.0,58580.0,50350.0,63000.0,63980.0,63240.0,62700.0,72660.0,51940.0,56850.0,63780.0,59950.0,57880.0,58980.0,60320.0,57080.0,55690.0,60120.0,60200.0,58590.0,60280.0,61670.0,61490.0,51080.0,54170.0,50800.0,55710.0,55790.0,61590.0,62710.0,49640.0,60920.0,52640.0,58330.0,57830.0,56300.0,60790.0,59240.0,65310.0,57640.0,50530.0,53020.0,55850.0,61650.0,60560.0,61780.0,77190.0,56290.0,58540.0,69710.0,53070.0,37570.0,59650.0,390160.0,2680.0,380.0,9780.0,2390.0,56080.0,7800.0,4090.0,450.0,430.0,20850.0,16370.0,1040.0,1070.0,11900.0,9100.0,3540.0,4320.0,6480.0,1970.0,1240.0,4670.0,5650.0,7560.0,7330.0,2030.0,6310.0,830.0,1690.0,2190.0,1600.0,9410.0,1040.0,35160.0,13000.0,450.0,17700.0,5820.0,2790.0,8790.0,960.0,7020.0,690.0,12740.0,33080.0,4550.0,430.0,8490.0,8851.0,750.0,9140.0,110.0,190.0,1780.0,80.0
"Confer with establishment personnel, vendors, or customers to coordinate production or shipping activities and to resolve complaints or eliminate delays.",confer with establishment personnel vendors or customers to coordinate production or shipping activities and to resolve complaints or eliminate delays,Coordinate shipping activities with external parties.,"Direct organizational operations, activities, or procedures.","Guiding, Directing, and Motivating Subordinates","Production, Planning, and Expediting Clerks",production planning and expediting clerks,43-5061.00,"Production, Planning, and Expediting Clerks",43-5061,43-5061.00,"Production, Planning, and Expediting Clerks","Material Recording, Scheduling, Dispatching, and Distributing Workers",Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.953465982028241,False,1.4877084615384617,3.98,68.1,0.5203889644123976,0.6,E0,E2,59650.0,57240.0,62590.0,58580.0,50350.0,63000.0,63980.0,63240.0,62700.0,72660.0,51940.0,56850.0,63780.0,59950.0,57880.0,58980.0,60320.0,57080.0,55690.0,60120.0,60200.0,58590.0,60280.0,61670.0,61490.0,51080.0,54170.0,50800.0,55710.0,55790.0,61590.0,62710.0,49640.0,60920.0,52640.0,58330.0,57830.0,56300.0,60790.0,59240.0,65310.0,57640.0,50530.0,53020.0,55850.0,61650.0,60560.0,61780.0,77190.0,56290.0,58540.0,69710.0,53070.0,37570.0,59650.0,390160.0,2680.0,380.0,9780.0,2390.0,56080.0,7800.0,4090.0,450.0,430.0,20850.0,16370.0,1040.0,1070.0,11900.0,9100.0,3540.0,4320.0,6480.0,1970.0,1240.0,4670.0,5650.0,7560.0,7330.0,2030.0,6310.0,830.0,1690.0,2190.0,1600.0,9410.0,1040.0,35160.0,13000.0,450.0,17700.0,5820.0,2790.0,8790.0,960.0,7020.0,690.0,12740.0,33080.0,4550.0,430.0,8490.0,8851.0,750.0,9140.0,110.0,190.0,1780.0,80.0
"Confer with management, production, or marketing staff to discuss project specifications or procedures.",confer with management production or marketing staff to discuss project specifications or procedures,Confer with organizational members to accomplish work activities.,Communicate with others about operational plans or activities.,"Communicating with Supervisors, Peers, or Subordinates",Architectural and Engineering Managers,architectural and engineering managers,11-9041.00,Architectural and Engineering Managers,11-9041,11-9041.00,Architectural and Engineering Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.649802023757149,False,0.79922,3.41,100.0,0.0577608270369375,0.1,E0,E0,171270.0,162350.0,164260.0,167480.0,140600.0,210280.0,183810.0,175490.0,181190.0,185220.0,170740.0,161470.0,151670.0,162970.0,163610.0,155810.0,147320.0,160150.0,147680.0,162850.0,145720.0,172670.0,201430.0,166930.0,172130.0,142790.0,157800.0,146030.0,141020.0,161560.0,172240.0,180640.0,215120.0,175710.0,167840.0,147400.0,166870.0,157330.0,177190.0,164690.0,175910.0,169040.0,164330.0,161430.0,171370.0,161120.0,157710.0,176160.0,189680.0,149430.0,142060.0,163560.0,100740.0,130560.0,171270.0,220260.0,3790.0,900.0,4680.0,1220.0,29630.0,4900.0,4970.0,560.0,1290.0,8710.0,3590.0,1220.0,850.0,8900.0,4610.0,1520.0,2010.0,1800.0,1840.0,820.0,5240.0,7690.0,14820.0,4580.0,860.0,2250.0,560.0,1510.0,780.0,2160.0,4540.0,2270.0,8250.0,6960.0,270.0,9690.0,2070.0,2768.0,9640.0,370.0,3200.0,310.0,3600.0,19030.0,2290.0,350.0,4390.0,6060.0,420.0,4550.0,395.0,60.0,770.0,45.0
Confer with management to discuss and resolve participant complaints.,confer with management to discuss and resolve participant complaints,Communicate with management or other staff to resolve problems.,Coordinate with others to resolve problems.,"Communicating with Supervisors, Peers, or Subordinates",Recreation Workers,recreation workers,39-9032.00,Recreation Workers,39-9032,39-9032.00,Recreation and Fitness Workers,Other Personal Care and Service Workers,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.937537109606936,False,0.5622542307692309,3.89,90.55,0.0442382824428413,0.1,E0,E0,36560.0,28360.0,37510.0,35800.0,27770.0,39780.0,38820.0,36610.0,33790.0,46460.0,35490.0,32540.0,41000.0,30100.0,35480.0,30190.0,33700.0,31760.0,32400.0,28580.0,37450.0,37200.0,38540.0,35090.0,37510.0,28060.0,34320.0,35090.0,34590.0,30150.0,37040.0,36880.0,31900.0,38040.0,32720.0,37310.0,32420.0,31580.0,39610.0,35710.0,36340.0,31420.0,42270.0,33580.0,32720.0,32890.0,37450.0,36120.0,44890.0,29710.0,35530.0,30720.0,36560.0,22210.0,33400.0,331490.0,4700.0,630.0,12650.0,1740.0,48560.0,6100.0,5000.0,1230.0,470.0,18010.0,8160.0,1590.0,2080.0,17650.0,8050.0,2870.0,2990.0,3290.0,2830.0,1260.0,4350.0,11280.0,10850.0,7940.0,2220.0,5380.0,800.0,1510.0,2570.0,2030.0,7550.0,870.0,24790.0,9520.0,730.0,12340.0,2380.0,4640.0,9850.0,770.0,5270.0,650.0,3420.0,18660.0,5760.0,840.0,9260.0,6380.0,1410.0,6840.0,790.0,141.0,850.0,30.0
"Confer with managers to determine production requirements, conditions of equipment and supplies, and work schedules.",confer with managers to determine production requirements conditions of equipment and supplies and work schedules,Confer with managers to make operational decisions.,Communicate with others about operational plans or activities.,"Communicating with Supervisors, Peers, or Subordinates","First-Line Supervisors of Farming, Fishing, and Forestry Workers",firstline supervisors of farming fishing and forestry workers,45-1011.00,"First-Line Supervisors of Farming, Fishing, and Forestry Workers",45-1011,45-1011.00,"First-Line Supervisors of Farming, Fishing, and Forestry Workers","Supervisors of Farming, Fishing, and Forestry Workers","Farming, Fishing, and Forestry Occupations",2026-05-31,0.0030529241359659,4.78939446567095,False,0.7529553846153846,3.58,93.56,0.0951976159654841,0.2,E2,E2,59320.0,60710.0,59320.0,64900.0,62790.0,56280.0,66030.0,59460.0,66550.0,59320.0,58780.0,70560.0,60050.0,69360.0,59030.0,75460.0,59150.0,58670.0,62030.0,59020.0,64290.0,62230.0,59640.0,55460.0,81480.0,60890.0,60950.0,64990.0,62620.0,61180.0,74420.0,57240.0,50160.0,66460.0,58700.0,59320.0,54940.0,62040.0,57940.0,58570.0,53770.0,56730.0,57880.0,52960.0,53170.0,52760.0,68630.0,56990.0,66200.0,53190.0,62610.0,59640.0,59320.0,33800.0,59320.0,27960.0,590.0,58.0,480.0,240.0,10450.0,640.0,60.0,70.0,125.0,940.0,770.0,230.0,530.0,510.0,220.0,360.0,270.0,320.0,490.0,100.0,200.0,390.0,500.0,230.0,440.0,430.0,260.0,90.0,130.0,40.0,270.0,220.0,520.0,560.0,77.0,380.0,220.0,840.0,530.0,60.0,370.0,110.0,170.0,1150.0,160.0,40.0,670.0,1220.0,70.0,330.0,40.0,12.0,210.0,6.0
Confer with network users about solutions to existing system problems.,confer with network users about solutions to existing system problems,Collaborate with others to resolve information technology issues.,Coordinate with others to resolve problems.,"Communicating with Supervisors, Peers, or Subordinates",Network and Computer Systems Administrators,network and computer systems administrators,15-1142.00,Network and Computer Systems Administrators,15-1244,15-1244.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.410218671152229,False,0.8118784615384615,3.57,93.68,0.1800228944725812,0.3,E0,E2,99130.0,81400.0,97500.0,90280.0,81590.0,106440.0,103370.0,105880.0,94200.0,110970.0,95200.0,97170.0,101450.0,91880.0,100080.0,84550.0,84500.0,83340.0,87020.0,90160.0,83890.0,118290.0,110980.0,92750.0,101870.0,79990.0,80870.0,80950.0,84700.0,103440.0,100230.0,116420.0,90790.0,105810.0,95230.0,86450.0,97570.0,83990.0,102000.0,86140.0,103100.0,92520.0,75010.0,88100.0,101240.0,95820.0,86020.0,109610.0,103910.0,74490.0,83650.0,75220.0,59820.0,54200.0,99130.0,314340.0,5040.0,920.0,5810.0,1750.0,26170.0,8360.0,2170.0,850.0,1320.0,26890.0,9190.0,1490.0,1010.0,9820.0,4310.0,3110.0,4100.0,2800.0,1789.9999999999998,920.0,9230.0,8270.0,6899.999999999999,4550.0,1380.0,5810.0,850.0,1560.0,1980.0,1660.0,9280.0,1220.0,18220.0,13850.000000000002,930.0,15130.0,2580.0,4880.0,7750.0,1060.0,3579.9999999999995,1690.0,5070.0,34840.0,2050.0,560.0,12430.0,8600.0,1510.0,8470.0,610.0,90.0,890.0000000000001,64.0
Confer with network users about solutions to existing system problems.,confer with network users about solutions to existing system problems,Provide technical support for computer network issues.,Advise others on the design or use of technologies.,Providing Consultation and Advice to Others,Network and Computer Systems Administrators,network and computer systems administrators,15-1142.00,Network and Computer Systems Administrators,15-1244,15-1244.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.410218671152229,False,0.8118784615384615,3.57,93.68,0.1800228944725812,0.3,E0,E2,99130.0,81400.0,97500.0,90280.0,81590.0,106440.0,103370.0,105880.0,94200.0,110970.0,95200.0,97170.0,101450.0,91880.0,100080.0,84550.0,84500.0,83340.0,87020.0,90160.0,83890.0,118290.0,110980.0,92750.0,101870.0,79990.0,80870.0,80950.0,84700.0,103440.0,100230.0,116420.0,90790.0,105810.0,95230.0,86450.0,97570.0,83990.0,102000.0,86140.0,103100.0,92520.0,75010.0,88100.0,101240.0,95820.0,86020.0,109610.0,103910.0,74490.0,83650.0,75220.0,59820.0,54200.0,99130.0,314340.0,5040.0,920.0,5810.0,1750.0,26170.0,8360.0,2170.0,850.0,1320.0,26890.0,9190.0,1490.0,1010.0,9820.0,4310.0,3110.0,4100.0,2800.0,1789.9999999999998,920.0,9230.0,8270.0,6899.999999999999,4550.0,1380.0,5810.0,850.0,1560.0,1980.0,1660.0,9280.0,1220.0,18220.0,13850.000000000002,930.0,15130.0,2580.0,4880.0,7750.0,1060.0,3579.9999999999995,1690.0,5070.0,34840.0,2050.0,560.0,12430.0,8600.0,1510.0,8470.0,610.0,90.0,890.0000000000001,64.0
"Confer with personnel, such as management, engineering, quality control, customer, or union workers' representatives, to coordinate work activities, resolve employee grievances, or identify and review resource needs.",confer with personnel such as management engineering quality control customer or union workers representatives to coordinate work activities resolve employee grievances or identify and review resource needs,Confer with coworkers to coordinate work activities.,Communicate with others about operational plans or activities.,"Communicating with Supervisors, Peers, or Subordinates","First-Line Supervisors of Mechanics, Installers, and Repairers",firstline supervisors of mechanics installers and repairers,49-1011.00,"First-Line Supervisors of Mechanics, Installers, and Repairers",49-1011,49-1011.00,"First-Line Supervisors of Mechanics, Installers, and Repairers","Supervisors of Installation, Maintenance, and Repair Workers","Installation, Maintenance, and Repair Occupations",2026-05-31,0.0113071264295034,4.927843894070977,False,1.0604076923076924,3.7,81.85,0.3869912934966183,0.5,E0,E0,79860.0,74830.0,98110.0,76240.0,71460.0,93660.0,83260.0,94050.0,83250.0,83460.0,75900.0,77010.0,87550.0,74940.0,83180.0,79650.0,78340.0,78390.0,76760.0,75550.0,79260.0,82330.0,92250.0,77810.0,87160.0,70900.0,77470.0,81440.0,77850.0,79860.0,87560.0,92680.0,77550.0,91150.0,76800.0,90600.0,78730.0,77040.0,86970.0,79400.0,78840.0,75120.0,80810.0,75830.0,76760.0,78930.0,83050.0,80770.0,94420.0,71360.0,82570.0,87460.0,48760.0,47660.0,58660.0,617500.0,13390.0,2720.0,13490.0,7590.0,51670.0,13590.0,6230.0,1890.0,1260.0,41250.0,23180.0,3380.0,3780.0,17710.0,13210.0,6450.0,6780.0,10020.0,10490.0,2640.0,10120.0,12140.0,15740.0,9110.0,6930.0,11220.0,2690.0,4610.0,5450.0,3360.0,14930.0,3780.0,26930.0,21110.0,1920.0,19410.0,10260.0,7120.0,20220.0,1460.0,10140.0,1750.0,15070.0,75340.0,6980.0,630.0,16910.0,14680.0,4070.0,10640.0,2030.0,380.0,2980.0,220.0
Confer with project personnel to identify and resolve problems.,confer with project personnel to identify and resolve problems,Collaborate with others to resolve information technology issues.,Coordinate with others to resolve problems.,"Communicating with Supervisors, Peers, or Subordinates","Managers, All Other",managers all other,11-9199.00,Project Management Specialists,13-1082,13-1082.00,Logisticians and Project Management Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0015264620679829,4.695768311542247,False,1.4182876923076924,4.38,100.0,0.1040235845128097,0.1,E0,E2,95304.6153846154,90272.30769230767,90693.84615384616,92126.92307692308,68699.23076923077,108183.84615384616,106034.6153846154,96861.53846153848,113917.57396449705,107678.46153846152,93593.07692307692,96395.3846153846,78972.30769230769,95442.30769230767,95420.76923076923,85093.84615384616,87856.92307692308,90773.07692307692,81216.92307692308,77939.23076923077,95968.46153846152,97018.46153846152,106577.69230769233,90176.15384615384,100875.3846153846,75423.84615384616,91263.07692307692,90171.4201183432,74956.15384615384,94533.84615384616,87566.92307692308,112706.15384615384,103380.65088757395,114070.76923076923,93795.3846153846,95896.8047337278,84283.84615384616,83833.84615384616,97086.15384615384,90562.30769230767,99778.46153846152,90138.46153846152,80326.92307692308,81163.84615384616,92304.6153846154,91390.76923076923,84344.61538461539,106673.84615384616,115738.46153846152,78096.92307692308,91290.76923076923,92452.30769230767,75965.26627218934,58864.61538461538,81413.72781065089,750150.0000000001,2266.923076923077,1386.923076923077,16138.46153846154,3885.384615384616,81340.0,22713.07692307692,5862.307692307692,1940.1538461538464,3588.4615384615386,53677.69230769231,20263.07692307692,1095.3846153846157,4014.6153846153848,19820.000000000004,8391.538461538461,4843.076923076923,4205.384615384615,7188.461538461538,5600.769230769231,1835.384615384616,21425.384615384617,15520.0,18050.0,13197.692307692309,3018.4615384615386,14970.76923076923,2789.846153846154,2303.846153846154,5865.384615384616,2710.7692307692305,20287.69230769231,3022.3076923076924,47500.0,25430.76923076923,2031.692307692308,24112.30769230769,7798.461538461539,13703.076923076922,25402.30769230769,2698.4615384615386,11932.307692307691,956.1538461538462,14552.307692307691,97089.23076923077,11502.307692307691,906.9230769230768,30460.0,25283.07692307692,1775.3846153846152,15013.076923076924,838.4615384615385,375.0769230769231,1650.0,109.6923076923077
Confer with project personnel to identify and resolve problems.,confer with project personnel to identify and resolve problems,Collaborate with others to resolve information technology issues.,Coordinate with others to resolve problems.,"Communicating with Supervisors, Peers, or Subordinates",Information Technology Project Managers,information technology project managers,15-1199.09,Information Technology Project Managers,15-1299,15-1299.09,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0015264620679829,4.695768311542247,False,1.4182876923076924,4.38,100.0,0.1185433333333333,0.1,E0,E2,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,45756.0,1658.0,448.0,5510.0,706.0,50541.0,7441.0,1955.0,860.0,10846.0,13709.999999999998,13009.0,1312.0,656.0,7037.0,2106.0,2428.0,845.0,1850.0,3166.0,900.0,12019.0,3891.0,4692.0,2636.0,914.0,14340.000000000002,341.0,1438.0,1646.0,612.0,7573.0,1040.0,11460.0,9515.0,460.0,6150.0,2094.0,1545.0,14580.0,523.0,2711.0,240.0,6892.0,35956.0,4212.0,832.0,10720.0,9055.0,2131.0,2951.0,107.0,177.0,555.0,25.0
Confer with stage or motion picture officials and performers to determine desired effects.,confer with stage or motion picture officials and performers to determine desired effects,Collaborate with others to determine production details.,Communicate with others about specifications or project details.,"Communicating with Supervisors, Peers, or Subordinates","Makeup Artists, Theatrical and Performance",makeup artists theatrical and performance,39-5091.00,"Makeup Artists, Theatrical and Performance",39-5091,39-5091.00,Miscellaneous Personal Appearance Workers,Personal Appearance Workers,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.315789473684211,False,1.62224,4.72,90.48,0.1256133931249849,0.1,E0,E0,97150.0,97150.0,97150.0,97150.0,97150.0,140870.0,97150.0,97150.0,97150.0,95730.0,82400.0,143230.0,97150.0,97150.0,97150.0,97150.0,97150.0,97150.0,97150.0,129580.0,97150.0,97150.0,97150.0,97150.0,97150.0,97150.0,97150.0,97150.0,97150.0,97150.0,97150.0,97150.0,97150.0,97150.0,97150.0,97150.0,97150.0,97150.0,97150.0,97150.0,97150.0,97150.0,97150.0,97150.0,97150.0,97150.0,97150.0,97150.0,97150.0,97150.0,97150.0,97150.0,97150.0,97150.0,97150.0,2340.0,32.0,5.0,48.0,19.0,830.0,43.0,25.0,7.0,60.0,250.0,200.0,9.0,13.0,91.0,48.0,23.0,21.0,30.0,29.0,10.0,41.0,54.0,66.0,44.0,17.0,44.0,8.0,15.0,23.0,10.0,64.0,13.0,190.0,74.0,6.0,83.0,26.0,29.0,91.0,7.0,34.0,7.0,49.0,210.0,26.0,5.0,61.0,53.0,10.0,44.0,4.0,1.0,14.0,0.0
"Confer with systems analysts, engineers, programmers and others to design systems and to obtain information on project limitations and capabilities, performance requirements and interfaces.",confer with systems analysts engineers programmers and others to design systems and to obtain information on project limitations and capabilities performance requirements and interfaces,Collaborate with others to determine design specifications or details.,Communicate with others about specifications or project details.,"Communicating with Supervisors, Peers, or Subordinates","Software Developers, Applications",software developers applications,15-1132.00,Software Developers,15-1252,15-1252.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.000103124677736,False,1.061616153846154,3.75,93.06,0.331867483710726,0.4,E2,E1,114549.41176470587,108307.0588235294,114549.41176470587,110045.29411764706,111294.89619377164,143515.58823529413,128445.88235294116,109510.0,114782.35294117648,114191.17647058824,110165.0,112089.11764705884,109759.70588235294,120062.54325259516,113710.0,93134.70588235294,97098.82352941176,100614.41176470587,88776.76470588235,78453.82352941176,98043.23529411764,120022.9411764706,136121.76470588235,107406.76470588236,110872.0588235294,84885.29411764706,98662.0588235294,109772.9411764706,102180.29411764706,119163.13148788927,117653.5294117647,124798.5294117647,119148.82352941176,135779.41176470587,111493.5294117647,90934.11764705884,103205.58823529413,90770.58823529413,119530.58823529413,103874.70588235294,111107.64705882352,107836.76470588236,77240.29411764706,101195.58823529413,111652.9411764706,97212.0588235294,92335.88235294116,126400.88235294116,140793.5294117647,81291.17647058824,100160.58823529413,114750.1903114187,114549.41176470587,67413.23529411765,114549.41176470587,672406.1764705882,6836.176470588235,1117.8529411764705,14941.764705882351,5745.588235294118,110753.52941176471,17472.05882352941,5204.117647058823,1445.2941176470588,2494.1176470588234,35416.17647058824,20889.117647058825,2341.4117647058824,2239.1176470588234,22635.29411764706,5660.588235294117,3601.176470588235,5164.705882352941,3080.2941176470586,1624.4117647058824,1166.470588235294,14120.294117647058,20082.647058823528,16414.70588235294,13390.588235294115,845.0000000000001,8459.117647058823,800.2941176470589,3187.6470588235293,2321.470588235294,4027.941176470588,21115.29411764706,1585.5882352941176,43799.70588235294,24930.58823529412,604.4117647058824,17467.35294117647,3321.7647058823527,8307.35294117647,21156.17647058824,1910.8823529411768,5457.352941176471,918.8235294117646,7191.764705882353,66272.05882352941,12092.35294117647,677.9411764705883,35434.117647058825,40018.82352941176,1121.1764705882351,9600.882352941177,1304.3529411764705,286.0,836.1764705882354,138.0
"Confer with users to analyze, configure, or troubleshoot applications.",confer with users to analyze configure or troubleshoot applications,Troubleshoot issues with computer applications or systems.,Resolve computer problems.,Working with Computers,Geospatial Information Scientists and Technologists,geospatial information scientists and technologists,15-1199.04,Geographic Information Systems Technologists and Technicians,15-1299,15-1299.02,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.1696068964425518,4.222796855606124,False,0.8666946153846153,3.67,85.55,0.0513168593466274,0.1,E0,E2,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,85452.0,3097.0,836.0,5510.0,1319.0,94388.0,13896.0,3651.0,860.0,20255.0,13710.0,24295.0,2449.0,1225.0,13143.0,3933.0,4534.0,1578.0,1850.0,5912.0,900.0,22446.0,7266.0,8762.0,4923.0,1708.0,14340.0,636.0,2685.0,3074.0,1142.0,14144.0,1943.0,11460.0,17771.0,860.0,6150.0,3910.0,2885.0,14580.0,977.0,5064.0,240.0,12872.0,67149.0,7867.0,1554.0,20020.0,16911.0,3980.0,5511.0,200.0,330.0,1036.0,47.0
"Confer with users to analyze, configure, or troubleshoot applications.",confer with users to analyze configure or troubleshoot applications,Collaborate with others to resolve information technology issues.,Coordinate with others to resolve problems.,"Communicating with Supervisors, Peers, or Subordinates",Geospatial Information Scientists and Technologists,geospatial information scientists and technologists,15-1199.04,Geographic Information Systems Technologists and Technicians,15-1299,15-1299.02,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.1696068964425518,4.222796855606124,False,0.8666946153846153,3.67,85.55,0.0513168593466274,0.1,E0,E2,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,85452.0,3097.0,836.0,5510.0,1319.0,94388.0,13896.0,3651.0,860.0,20255.0,13710.0,24295.0,2449.0,1225.0,13143.0,3933.0,4534.0,1578.0,1850.0,5912.0,900.0,22446.0,7266.0,8762.0,4923.0,1708.0,14340.0,636.0,2685.0,3074.0,1142.0,14144.0,1943.0,11460.0,17771.0,860.0,6150.0,3910.0,2885.0,14580.0,977.0,5064.0,240.0,12872.0,67149.0,7867.0,1554.0,20020.0,16911.0,3980.0,5511.0,200.0,330.0,1036.0,47.0
"Confer with users to discuss issues such as computer data access needs, security violations, and programming changes.",confer with users to discuss issues such as computer data access needs security violations and programming changes,Troubleshoot issues with computer applications or systems.,Resolve computer problems.,Working with Computers,Information Security Analysts,information security analysts,15-1122.00,Information Security Analysts,15-1212,15-1212.00,Computer and Information Analysts,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.1955165485883485,False,1.0352776923076925,3.94,95.56,0.2361103782059484,0.3,E2,E1,129180.0,122730.0,114990.0,125260.0,103490.0,138570.0,135220.0,130570.0,137030.0,135090.0,124860.0,128970.0,126250.0,129180.0,124180.0,101420.0,119710.0,100620.0,103630.0,92990.0,101730.0,139640.0,136550.0,106230.0,130710.0,87690.0,103440.0,81950.0,92550.0,106200.0,124000.0,134820.0,130070.0,134660.0,131540.0,107540.0,110480.0,94000.0,129180.0,117770.0,109420.0,105800.0,116640.0,115430.0,129890.0,99690.0,109750.0,134900.0,154940.0,129180.0,101550.0,98710.0,129180.0,63740.0,129180.0,190650.0,4010.0,300.0,3420.0,1460.0,15570.0,5700.0,1170.0,720.0,1510.0,14220.0,6290.0,580.0,840.0,5260.0,2260.0,1160.0,1830.0,1680.0,720.0,400.0,8650.0,6100.0,3280.0,2680.0,480.0,3260.0,380.0,1210.0,1330.0,590.0,4860.0,2470.0,10060.0,8670.0,310.0,6010.0,1640.0,2250.0,4660.0,710.0,1720.0,770.0,3330.0,16130.0,1910.0,220.0,19120.0,6030.0,855.0,2130.0,140.0,81.0,500.0,39.0
"Confer with users to discuss issues such as computer data access needs, security violations, and programming changes.",confer with users to discuss issues such as computer data access needs security violations and programming changes,Collaborate with others to resolve information technology issues.,Coordinate with others to resolve problems.,"Communicating with Supervisors, Peers, or Subordinates",Information Security Analysts,information security analysts,15-1122.00,Information Security Analysts,15-1212,15-1212.00,Computer and Information Analysts,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.1955165485883485,False,1.0352776923076925,3.94,95.56,0.2361103782059484,0.3,E2,E1,129180.0,122730.0,114990.0,125260.0,103490.0,138570.0,135220.0,130570.0,137030.0,135090.0,124860.0,128970.0,126250.0,129180.0,124180.0,101420.0,119710.0,100620.0,103630.0,92990.0,101730.0,139640.0,136550.0,106230.0,130710.0,87690.0,103440.0,81950.0,92550.0,106200.0,124000.0,134820.0,130070.0,134660.0,131540.0,107540.0,110480.0,94000.0,129180.0,117770.0,109420.0,105800.0,116640.0,115430.0,129890.0,99690.0,109750.0,134900.0,154940.0,129180.0,101550.0,98710.0,129180.0,63740.0,129180.0,190650.0,4010.0,300.0,3420.0,1460.0,15570.0,5700.0,1170.0,720.0,1510.0,14220.0,6290.0,580.0,840.0,5260.0,2260.0,1160.0,1830.0,1680.0,720.0,400.0,8650.0,6100.0,3280.0,2680.0,480.0,3260.0,380.0,1210.0,1330.0,590.0,4860.0,2470.0,10060.0,8670.0,310.0,6010.0,1640.0,2250.0,4660.0,710.0,1720.0,770.0,3330.0,16130.0,1910.0,220.0,19120.0,6030.0,855.0,2130.0,140.0,81.0,500.0,39.0
"Configure and define parameters for installation or testing of local area network (LAN), wide area network (WAN), hubs, routers, switches, controllers, multiplexers, or related networking equipment.",configure and define parameters for installation or testing of local area network lan wide area network wan hubs routers switches controllers multiplexers or related networking equipment,Develop specifications for computer network operation.,Develop technical specifications for products or operations.,Thinking Creatively,Computer Network Support Specialists,computer network support specialists,15-1152.00,Computer Network Support Specialists,15-1231,15-1231.00,Computer Support Specialists,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.6000000000000005,False,1.268123846153846,3.89,92.61,0.7982379449517322,0.7999999999999999,E2,E1,76220.0,61890.0,86110.0,68880.0,59460.0,79190.0,82750.0,81890.0,60580.0,91370.0,75740.0,79180.0,83620.0,63340.0,68530.0,73100.0,64600.0,60060.0,76220.0,58680.0,72990.0,96680.0,88650.0,65900.0,76000.0,63410.0,72780.0,61150.0,65450.0,85790.0,72330.0,87440.0,64550.0,77540.0,76220.0,73550.0,70080.0,78740.0,68900.0,78310.0,82970.0,76790.0,53650.0,77640.0,66780.0,76220.0,72400.0,76760.0,101750.0,46840.0,81010.0,61780.0,46110.0,39570.0,56360.0,146190.0,940.0,300.0,1460.0,1470.0,13620.0,4530.0,850.0,330.0,450.0,9450.0,4440.0,350.0,780.0,6960.0,5030.0,1920.0,310.0,1720.0,1290.0,680.0,8200.0,1980.0,2470.0,2930.0,1240.0,3910.0,890.0,1490.0,2460.0,680.0,3370.0,1300.0,7170.0,6080.0,500.0,7480.0,1940.0,2660.0,4170.0,620.0,2660.0,480.0,2660.0,9930.0,990.0,120.0,5650.0,3300.0,600.0,1140.0,270.0,40.0,670.0,30.0
"Configure and define parameters for installation or testing of local area network (LAN), wide area network (WAN), hubs, routers, switches, controllers, multiplexers, or related networking equipment.",configure and define parameters for installation or testing of local area network lan wide area network wan hubs routers switches controllers multiplexers or related networking equipment,Configure computer networks.,"Set up computer systems, networks, or other information systems.",Working with Computers,Computer Network Support Specialists,computer network support specialists,15-1152.00,Computer Network Support Specialists,15-1231,15-1231.00,Computer Support Specialists,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.6000000000000005,False,1.268123846153846,3.89,92.61,0.7982379449517322,0.7999999999999999,E2,E1,76220.0,61890.0,86110.0,68880.0,59460.0,79190.0,82750.0,81890.0,60580.0,91370.0,75740.0,79180.0,83620.0,63340.0,68530.0,73100.0,64600.0,60060.0,76220.0,58680.0,72990.0,96680.0,88650.0,65900.0,76000.0,63410.0,72780.0,61150.0,65450.0,85790.0,72330.0,87440.0,64550.0,77540.0,76220.0,73550.0,70080.0,78740.0,68900.0,78310.0,82970.0,76790.0,53650.0,77640.0,66780.0,76220.0,72400.0,76760.0,101750.0,46840.0,81010.0,61780.0,46110.0,39570.0,56360.0,146190.0,940.0,300.0,1460.0,1470.0,13620.0,4530.0,850.0,330.0,450.0,9450.0,4440.0,350.0,780.0,6960.0,5030.0,1920.0,310.0,1720.0,1290.0,680.0,8200.0,1980.0,2470.0,2930.0,1240.0,3910.0,890.0,1490.0,2460.0,680.0,3370.0,1300.0,7170.0,6080.0,500.0,7480.0,1940.0,2660.0,4170.0,620.0,2660.0,480.0,2660.0,9930.0,990.0,120.0,5650.0,3300.0,600.0,1140.0,270.0,40.0,670.0,30.0
Configure information systems to incorporate principles of least functionality and least access.,configure information systems to incorporate principles of least functionality and least access,Develop computer or information systems.,Design computer or information systems or applications.,Thinking Creatively,"Computer Occupations, All Other",computer occupations all other,15-1199.00,Penetration Testers,15-1299,15-1299.04,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.366836683668367,False,0.5052252692307693,3.742,75.91,0.505166002946399,1.7429996169780977,E2,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,17371.0,630.0,170.0,5510.0,268.0,19188.0,2825.0,742.0,860.0,4118.0,13710.0,4939.0,498.0,249.0,2672.0,800.0,922.0,321.0,1850.0,1202.0,900.0,4563.0,1477.0,1781.0,1001.0,347.0,14340.0,129.0,546.0,625.0,232.0,2875.0,395.0,11460.0,3612.0,175.0,6150.0,795.0,587.0,14580.0,199.0,1029.0,240.0,2617.0,13650.0,1599.0,316.0,4070.0,3438.0,809.0,1120.0,41.0,67.0,211.0,10.0
"Configure, monitor, and maintain email applications or virus protection software.",configure monitor and maintain email applications or virus protection software,Implement security measures for computer or information systems.,Implement security measures for computer or information systems.,Working with Computers,Network and Computer Systems Administrators,network and computer systems administrators,15-1142.00,Network and Computer Systems Administrators,15-1244,15-1244.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.919496726677577,False,1.247223846153846,3.97,87.51,0.4566681836665905,0.5,E2,E1,99130.0,81400.0,97500.0,90280.0,81590.0,106440.0,103370.0,105880.0,94200.0,110970.0,95200.0,97170.0,101450.0,91880.0,100080.0,84550.0,84500.0,83340.0,87020.0,90160.0,83890.0,118290.0,110980.0,92750.0,101870.0,79990.0,80870.0,80950.0,84700.0,103440.0,100230.0,116420.0,90790.0,105810.0,95230.0,86450.0,97570.0,83990.0,102000.0,86140.0,103100.0,92520.0,75010.0,88100.0,101240.0,95820.0,86020.0,109610.0,103910.0,74490.0,83650.0,75220.0,59820.0,54200.0,99130.0,314340.0,5040.0,920.0,5810.0,1750.0,26170.0,8360.0,2170.0,850.0,1320.0,26890.0,9190.0,1490.0,1010.0,9820.0,4310.0,3110.0,4100.0,2800.0,1789.9999999999998,920.0,9230.0,8270.0,6899.999999999999,4550.0,1380.0,5810.0,850.0,1560.0,1980.0,1660.0,9280.0,1220.0,18220.0,13850.000000000002,930.0,15130.0,2580.0,4880.0,7750.0,1060.0,3579.9999999999995,1690.0,5070.0,34840.0,2050.0,560.0,12430.0,8600.0,1510.0,8470.0,610.0,90.0,890.0000000000001,64.0
Configure security settings or access permissions for groups or individuals.,configure security settings or access permissions for groups or individuals,Implement security measures for computer or information systems.,Implement security measures for computer or information systems.,Working with Computers,Computer Network Support Specialists,computer network support specialists,15-1152.00,Computer Network Support Specialists,15-1231,15-1231.00,Computer Support Specialists,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0226142528590069,4.68717011774259,False,1.6330476923076922,4.37,94.8,0.1291238666554135,0.1,E2,E1,76220.0,61890.0,86110.0,68880.0,59460.0,79190.0,82750.0,81890.0,60580.0,91370.0,75740.0,79180.0,83620.0,63340.0,68530.0,73100.0,64600.0,60060.0,76220.0,58680.0,72990.0,96680.0,88650.0,65900.0,76000.0,63410.0,72780.0,61150.0,65450.0,85790.0,72330.0,87440.0,64550.0,77540.0,76220.0,73550.0,70080.0,78740.0,68900.0,78310.0,82970.0,76790.0,53650.0,77640.0,66780.0,76220.0,72400.0,76760.0,101750.0,46840.0,81010.0,61780.0,46110.0,39570.0,56360.0,146190.0,940.0,300.0,1460.0,1470.0,13620.0,4530.0,850.0,330.0,450.0,9450.0,4440.0,350.0,780.0,6960.0,5030.0,1920.0,310.0,1720.0,1290.0,680.0,8200.0,1980.0,2470.0,2930.0,1240.0,3910.0,890.0,1490.0,2460.0,680.0,3370.0,1300.0,7170.0,6080.0,500.0,7480.0,1940.0,2660.0,4170.0,620.0,2660.0,480.0,2660.0,9930.0,990.0,120.0,5650.0,3300.0,600.0,1140.0,270.0,40.0,670.0,30.0
Configure servers to meet functional specifications.,configure servers to meet functional specifications,Configure computer networks.,"Set up computer systems, networks, or other information systems.",Working with Computers,Computer Systems Engineers/Architects,computer systems engineersarchitects,15-1199.02,Computer Systems Engineers/Architects,15-1299,15-1299.08,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0226142528590069,4.542603187576624,False,0.5582215384615384,3.9,100.0,0.2345647522445282,0.5,E2,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,193835.0,7026.0,1897.0,5510.0,2992.0,214105.0,31521.0,8281.0,860.0,45947.0,13710.0,55109.0,5556.0,2778.0,29812.0,8922.0,10285.0,3580.0,1850.0,13410.0,900.0,50915.0,16482.0,19875.0,11166.0,3873.0,14340.0,1443.0,6091.0,6972.0,2591.0,32082.0,4408.0,11460.0,40310.0,1950.0,6150.0,8869.0,6545.0,14580.0,2217.0,11487.0,240.0,29197.0,152318.0,17844.0,3526.0,45412.0,38360.0,9029.0,12502.0,454.0,748.0,2351.0,107.0
Consult or negotiate with clients to prepare project specifications.,consult or negotiate with clients to prepare project specifications,Negotiate project specifications.,Negotiate contracts or agreements.,Resolving Conflicts and Negotiating with Others,Architectural and Engineering Managers,architectural and engineering managers,11-9041.00,Architectural and Engineering Managers,11-9041,11-9041.00,Architectural and Engineering Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.5,False,0.6245634615384615,3.84,91.01,0.1199774415959937,0.3,E0,E2,171270.0,162350.0,164260.0,167480.0,140600.0,210280.0,183810.0,175490.0,181190.0,185220.0,170740.0,161470.0,151670.0,162970.0,163610.0,155810.0,147320.0,160150.0,147680.0,162850.0,145720.0,172670.0,201430.0,166930.0,172130.0,142790.0,157800.0,146030.0,141020.0,161560.0,172240.0,180640.0,215120.0,175710.0,167840.0,147400.0,166870.0,157330.0,177190.0,164690.0,175910.0,169040.0,164330.0,161430.0,171370.0,161120.0,157710.0,176160.0,189680.0,149430.0,142060.0,163560.0,100740.0,130560.0,171270.0,220260.0,3790.0,900.0,4680.0,1220.0,29630.0,4900.0,4970.0,560.0,1290.0,8710.0,3590.0,1220.0,850.0,8900.0,4610.0,1520.0,2010.0,1800.0,1840.0,820.0,5240.0,7690.0,14820.0,4580.0,860.0,2250.0,560.0,1510.0,780.0,2160.0,4540.0,2270.0,8250.0,6960.0,270.0,9690.0,2070.0,2768.0,9640.0,370.0,3200.0,310.0,3600.0,19030.0,2290.0,350.0,4390.0,6060.0,420.0,4550.0,395.0,60.0,770.0,45.0
"Consult sources, such as rate books, manuals, or insurance company representatives, to determine specific charges or information such as rules, regulations, or government tax and tariff information.",consult sources such as rate books manuals or insurance company representatives to determine specific charges or information such as rules regulations or government tax and tariff information,"Search files, databases or reference materials to obtain needed information.",Gather information from physical or electronic sources.,Getting Information,Billing and Posting Clerks,billing and posting clerks,43-3021.00,Billing and Posting Clerks,43-3021,43-3021.00,Billing and Posting Clerks,Financial Clerks,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.5788,False,2.2945638461538462,4.21,51.76,0.4498033341777078,0.4,E2,E1,48500.0,39520.0,52170.0,47730.0,38780.0,56260.0,52670.0,52000.0,52110.0,64330.0,46540.0,47390.0,51240.0,46440.0,49730.0,46400.0,47110.0,46420.0,45590.0,43170.0,47840.0,52210.0,56110.0,46890.0,55810.0,41190.0,46760.0,46730.0,47410.0,47430.0,50710.0,51750.0,46120.0,53320.0,47160.0,48550.0,46390.0,45120.0,51860.0,46890.0,52910.0,45250.0,46180.0,46330.0,45910.0,46470.0,50730.0,47580.0,56090.0,39300.0,48230.0,44880.0,26900.0,28490.0,43430.0,404060.0,3780.0,370.0,8490.0,4390.0,41290.0,8170.0,4170.0,1270.0,530.0,28560.0,11450.0,1340.0,2850.0,21010.0,8060.0,3660.0,3890.0,5200.0,5970.0,1850.0,5960.0,7430.0,12550.0,6300.0,3040.0,8550.0,1890.0,3310.0,3720.0,1480.0,14910.0,2050.0,32770.0,7000.0,660.0,19480.0,4460.0,5030.0,15800.0,980.0,5550.0,770.0,7990.0,31150.0,4000.0,890.0,7500.0,11960.0,2180.0,7790.0,580.0,80.0,4800.0,30.0
"Consult with and advise government officials, civic bodies, research agencies, the media, political parties, and others concerned with political issues.",consult with and advise government officials civic bodies research agencies the media political parties and others concerned with political issues,Advise others on matters of public policy.,Advise others on legal or regulatory matters.,Providing Consultation and Advice to Others,Political Scientists,political scientists,19-3094.00,Political Scientists,19-3094,19-3094.00,Miscellaneous Social Scientists and Related Workers,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.446808510638297,False,0.0341888461538461,2.73,100.0,0.0047136357792792,0.3,E1,E2,142080.0,142080.0,142080.0,108770.0,142080.0,142080.0,127260.0,142080.0,142080.0,152530.0,142080.0,142080.0,142080.0,142080.0,103780.0,142080.0,142080.0,142080.0,142080.0,142080.0,142080.0,153380.0,133930.0,86290.0,142080.0,142080.0,142080.0,142080.0,142080.0,142080.0,74560.0,142080.0,142080.0,142080.0,142080.0,142080.0,119370.0,142080.0,119460.0,140020.0,142080.0,142080.0,142080.0,142080.0,114050.0,142080.0,142080.0,142080.0,147060.0,142080.0,142080.0,142080.0,142080.0,142080.0,142080.0,5540.0,75.0,12.0,50.0,46.0,645.0,30.0,60.0,17.0,3070.0,90.0,173.0,22.0,30.0,110.0,113.0,55.0,51.0,71.0,68.0,23.0,100.0,170.0,180.0,104.0,41.0,104.0,18.0,36.0,55.0,24.0,152.0,31.0,130.0,175.0,15.0,40.0,60.0,70.0,70.0,18.0,82.0,16.0,116.0,160.0,61.0,11.0,145.0,110.0,25.0,104.0,10.0,2.0,33.0,1.0
"Consult with and advise individuals such as administrators, social workers, and legislators regarding social issues and policies, as well as the implications of research findings.",consult with and advise individuals such as administrators social workers and legislators regarding social issues and policies as well as the implications of research findings,Advise others on matters of public policy.,Advise others on legal or regulatory matters.,Providing Consultation and Advice to Others,Sociologists,sociologists,19-3041.00,Sociologists,19-3041,19-3041.00,Sociologists,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,3.999999999999999,False,0.0408280769230769,3.72,90.0,0.0017392832167832,0.1,E1,E2,106030.0,106030.0,108170.0,106030.0,106030.0,125770.0,106030.0,106030.0,106030.0,106030.0,46950.0,106030.0,106030.0,106030.0,140770.0,106030.0,106030.0,106030.0,136870.0,106030.0,106030.0,100660.0,106530.0,88040.0,106030.0,106030.0,106030.0,106030.0,106030.0,106030.0,106030.0,106030.0,106030.0,106030.0,126760.0,106030.0,78850.0,106030.0,106030.0,106030.0,106030.0,106030.0,106030.0,106030.0,106030.0,106030.0,106030.0,106030.0,97170.0,106030.0,106030.0,106030.0,106030.0,106030.0,106030.0,2260.0,31.0,40.0,47.0,19.0,590.0,41.0,24.0,7.0,10.0,160.0,71.0,9.0,12.0,88.0,46.0,23.0,21.0,30.0,28.0,9.0,50.0,250.0,90.0,43.0,17.0,42.0,7.0,15.0,22.0,10.0,62.0,13.0,140.0,170.0,6.0,130.0,25.0,28.0,88.0,7.0,33.0,7.0,47.0,203.0,25.0,4.0,59.0,130.0,10.0,42.0,4.0,1.0,14.0,0.0
"Consult with and advise physicians, educators, researchers, government health officials and others regarding medical applications of sciences, such as physics, biology, and chemistry.",consult with and advise physicians educators researchers government health officials and others regarding medical applications of sciences such as physics biology and chemistry,Advise others on healthcare matters.,Advise others on healthcare or wellness issues.,Providing Consultation and Advice to Others,Epidemiologists,epidemiologists,19-1041.00,Epidemiologists,19-1041,19-1041.00,Medical Scientists,Life Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.193518422953865,False,0.4816280769230769,3.53,78.95,0.0308823530387555,0.1,E1,E2,87220.0,74740.0,87220.0,67260.0,87220.0,110760.0,73750.0,83670.0,87220.0,112370.0,79460.0,70880.0,76780.0,66280.0,102720.0,77250.0,79880.0,79620.0,78810.0,73850.0,68850.0,101830.0,115890.0,84990.0,104460.0,56930.0,66890.0,79500.0,83240.0,99880.0,87220.0,109760.0,79980.0,80220.0,84770.0,87220.0,76480.0,72590.0,93620.0,87860.0,87220.0,84660.0,87220.0,97310.0,77170.0,76960.0,87220.0,84930.0,108240.0,70540.0,88770.0,87220.0,87220.0,48380.0,87220.0,12090.0,70.0,25.0,340.0,101.0,1480.0,430.0,160.0,37.0,90.0,300.0,510.0,70.0,40.0,240.0,170.0,90.0,70.0,120.0,120.0,60.0,600.0,660.0,280.0,310.0,40.0,120.0,100.0,80.0,80.0,53.0,290.0,80.0,670.0,220.0,33.0,300.0,120.0,140.0,360.0,39.0,50.0,35.0,220.0,1160.0,190.0,30.0,220.0,1010.0,100.0,90.0,22.0,5.0,40.0,2.0
Consult with clients after sales or contract signings to resolve problems and provide ongoing support.,consult with clients after sales or contract signings to resolve problems and provide ongoing support,Advise customers on the use of products or services.,Advise others on products or services.,Providing Consultation and Advice to Others,"Sales Representatives, Services, All Other",sales representatives services all other,41-3099.00,"Sales Representatives of Services, Except Advertising, Insurance, Financial Services, and Travel",41-3091,41-3091.00,"Miscellaneous Sales Representatives, Services","Sales Representatives, Services",Sales and Related Occupations,2026-05-31,0.0113071264295034,4.569475357710652,False,0.7222492307692308,3.6908,82.4656,0.2174953528937082,0.2239999999999999,E0,E2,69990.0,58840.0,69610.0,72920.0,50570.0,80850.0,79810.0,76940.0,67540.0,76770.0,60660.0,75280.0,58500.0,58930.0,66900.0,63960.0,62420.0,62580.0,52750.0,55200.0,63900.0,63310.0,83760.0,73380.0,75370.0,48440.0,60440.0,58720.0,57770.0,62450.0,71510.0,79200.0,61880.0,92190.0,62620.0,66060.0,59390.0,54990.0,67040.0,64480.0,81450.0,58510.0,61770.0,60230.0,61680.0,62580.0,77530.0,72640.0,79920.0,50240.0,64020.0,58970.0,37170.0,28580.0,42980.0,1256010.0,12840.0,900.0,26340.0,5750.0,156110.0,37810.0,11420.0,2910.0,3120.0,107650.0,46960.0,3450.0,5030.0,69910.0,21950.0,6530.0,12480.0,11860.0,8200.0,2120.0,21580.0,32300.0,27160.0,19220.0,3730.0,14100.0,1730.0,6110.0,10950.0,4670.0,44980.0,3790.0,80510.0,46039.99999999999,1620.0,38440.0,9710.0,10440.0,39920.0,4023.0,21070.0,630.0,21600.0,135030.0,16210.000000000002,1130.0,41390.0,18950.0,2130.0,22720.0,750.0,160.0,2940.0,80.0
Consult with clients after sales or contract signings to resolve problems and to provide ongoing support.,consult with clients after sales or contract signings to resolve problems and to provide ongoing support,Advise customers on the use of products or services.,Advise others on products or services.,Providing Consultation and Advice to Others,"Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products",sales representatives wholesale and manufacturing except technical and scientific products,41-4012.00,"Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products",41-4012,41-4012.00,"Sales Representatives, Wholesale and Manufacturing","Sales Representatives, Wholesale and Manufacturing",Sales and Related Occupations,2026-05-31,0.0226142528590069,4.651170246873998,False,1.738643076923077,4.23,91.14,0.1326341228339807,0.1,E1,E2,72080.0,64140.0,56830.0,72390.0,55120.0,76490.0,79250.0,75570.0,62280.0,80010.0,62490.0,63860.0,59010.0,64840.0,73510.0,71330.0,66760.0,68960.0,64280.0,63290.0,63960.0,73080.0,79810.0,72980.0,76750.0,59320.0,61940.0,61670.0,64030.0,68150.0,72790.0,79410.0,61320.0,79590.0,70990.0,74250.0,73960.0,62160.0,74180.0,66130.0,82420.0,64250.0,77210.0,61630.0,65970.0,61980.0,76840.0,63400.0,79830.0,63560.0,65930.0,72530.0,29460.0,34870.0,45980.0,1238190.0,20470.0,910.0,19400.0,12740.0,134800.0,27530.0,9870.0,2920.0,560.0,92920.0,43630.0,3280.0,7210.0,51310.0,32350.0,16990.0,12630.0,15550.0,19120.0,3320.0,9070.0,22700.0,40960.0,31230.0,7000.0,21960.0,3510.0,8550.0,8970.0,4940.0,34360.0,3660.0,61500.0,49110.0,4180.0,58739.99999999999,14220.0,15020.0,51270.0,4870.0,22010.0,5220.0,23850.0,95670.0,13900.0,1890.0,22570.0,27340.0,3220.0,37700.0,1480.0,210.0,5150.0,80.0
"Consult with customers or other departments on project status, proposals, or technical issues, such as software system design or maintenance.",consult with customers or other departments on project status proposals or technical issues such as software system design or maintenance,Provide technical support for software maintenance or use.,Advise others on the design or use of technologies.,Providing Consultation and Advice to Others,"Software Developers, Applications",software developers applications,15-1132.00,Software Developers,15-1252,15-1252.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0226142528590069,4.425119202427394,False,0.489103076923077,3.37,91.3,0.1137160094017411,0.3,E1,E2,114549.41176470587,108307.0588235294,114549.41176470587,110045.29411764706,111294.89619377164,143515.58823529413,128445.88235294116,109510.0,114782.35294117648,114191.17647058824,110165.0,112089.11764705884,109759.70588235294,120062.54325259516,113710.0,93134.70588235294,97098.82352941176,100614.41176470587,88776.76470588235,78453.82352941176,98043.23529411764,120022.9411764706,136121.76470588235,107406.76470588236,110872.0588235294,84885.29411764706,98662.0588235294,109772.9411764706,102180.29411764706,119163.13148788927,117653.5294117647,124798.5294117647,119148.82352941176,135779.41176470587,111493.5294117647,90934.11764705884,103205.58823529413,90770.58823529413,119530.58823529413,103874.70588235294,111107.64705882352,107836.76470588236,77240.29411764706,101195.58823529413,111652.9411764706,97212.0588235294,92335.88235294116,126400.88235294116,140793.5294117647,81291.17647058824,100160.58823529413,114750.1903114187,114549.41176470587,67413.23529411765,114549.41176470587,672406.1764705882,6836.176470588235,1117.8529411764705,14941.764705882351,5745.588235294118,110753.52941176471,17472.05882352941,5204.117647058823,1445.2941176470588,2494.1176470588234,35416.17647058824,20889.117647058825,2341.4117647058824,2239.1176470588234,22635.29411764706,5660.588235294117,3601.176470588235,5164.705882352941,3080.2941176470586,1624.4117647058824,1166.470588235294,14120.294117647058,20082.647058823528,16414.70588235294,13390.588235294115,845.0000000000001,8459.117647058823,800.2941176470589,3187.6470588235293,2321.470588235294,4027.941176470588,21115.29411764706,1585.5882352941176,43799.70588235294,24930.58823529412,604.4117647058824,17467.35294117647,3321.7647058823527,8307.35294117647,21156.17647058824,1910.8823529411768,5457.352941176471,918.8235294117646,7191.764705882353,66272.05882352941,12092.35294117647,677.9411764705883,35434.117647058825,40018.82352941176,1121.1764705882351,9600.882352941177,1304.3529411764705,286.0,836.1764705882354,138.0
Consult with end users regarding problems in accessing electronic content.,consult with end users regarding problems in accessing electronic content,Provide technical support for software maintenance or use.,Advise others on the design or use of technologies.,Providing Consultation and Advice to Others,Document Management Specialists,document management specialists,15-1199.12,Document Management Specialists,15-1299,15-1299.03,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.4491377428509065,False,0.5221907692307692,3.61,90.0,0.0575482858177678,0.2,E1,E2,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,123033.0,4459.0,1204.0,5510.0,1899.0,135900.0,20008.0,5256.0,860.0,29164.0,13710.0,34980.0,3527.0,1763.0,18923.0,5663.0,6528.0,2272.0,1850.0,8512.0,900.0,32318.0,10462.0,12615.0,7087.0,2459.0,14340.0,916.0,3866.0,4425.0,1645.0,20364.0,2798.0,11460.0,25586.0,1238.0,6150.0,5629.0,4154.0,14580.0,1407.0,7291.0,240.0,18533.0,96681.0,11326.0,2238.0,28825.0,24348.0,5731.0,7935.0,288.0,475.0,1492.0,68.0
"Consult with or provide consultation to other doctors, therapists, or clinicians regarding patient care.",consult with or provide consultation to other doctors therapists or clinicians regarding patient care,Advise others on healthcare matters.,Advise others on healthcare or wellness issues.,Providing Consultation and Advice to Others,"Clinical, Counseling, and School Psychologists",clinical counseling and school psychologists,19-3031.00,Clinical and Counseling Psychologists,19-3033,19-3033.00,Psychologists,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,3.781794114652276,False,0.7347692307692308,3.96,100.0,0.0604129411764705,0.1,E1,E2,100580.0,90800.0,124270.0,119010.0,77520.0,116000.0,113290.0,100580.0,113050.0,107000.0,85610.0,96060.0,117860.0,97790.0,83750.0,84990.0,91690.0,76690.0,99140.0,71330.0,100580.0,100580.0,115180.0,84730.0,107030.0,76000.0,99410.0,68160.0,94540.0,102650.0,64270.0,127090.0,124800.0,114400.0,92130.0,116130.0,101190.0,79950.0,134350.0,91870.0,107490.0,92700.0,80130.0,76820.0,83660.0,99170.0,83270.0,86520.0,115240.0,77040.0,113360.0,89890.0,100580.0,67660.0,100580.0,75990.0,260.0,40.0,730.0,370.0,12840.0,1170.0,660.0,280.0,220.0,3040.0,1120.0,250.0,300.0,5810.0,1850.0,440.0,400.0,710.0,320.0,311.0,2140.0,2860.0,2170.0,1290.0,210.0,840.0,150.0,770.0,680.0,330.0,2700.0,423.0,8420.0,2770.0,170.0,2080.0,950.0,540.0,3140.0,420.0,1119.0,120.0,1180.0,3640.0,1020.0,190.0,2140.0,1270.0,920.0,1150.0,50.0,32.0,330.0,16.0
"Consult with researchers to analyze problems, recommend technology-based solutions, or determine computational strategies.",consult with researchers to analyze problems recommend technologybased solutions or determine computational strategies,Develop software or applications for scientific or technical use.,Design computer or information systems or applications.,Thinking Creatively,Bioinformatics Scientists,bioinformatics scientists,19-1029.01,Bioinformatics Scientists,19-1029,19-1029.01,Biological Scientists,Life Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.0113071264295034,3.668159566711801,False,0.9093546153846154,4.22,99.61,0.2783146187013504,0.4,E1,E2,98920.0,87260.0,106870.0,90290.0,76400.0,113530.0,93970.0,111940.0,113400.0,84590.0,83780.0,96820.0,95600.0,83320.0,82640.0,84570.0,82720.0,76400.0,79400.0,69590.0,104570.0,121680.0,107100.0,81540.0,76400.0,91170.0,63290.0,91560.0,82770.0,74210.0,83740.0,104750.0,84120.0,104120.0,100070.0,98920.0,95560.0,79950.0,86260.0,100780.0,101750.0,91560.0,73920.0,80500.0,80870.0,93250.0,77960.0,96030.0,108110.0,84590.0,78480.0,91560.0,78850.0,76400.0,98920.0,30550.0,558.0,607.0,1247.0,591.0,19495.0,1395.0,279.0,95.0,1395.0,3151.0,2018.0,607.0,706.0,2133.0,1050.0,903.0,1247.0,427.0,952.0,558.0,8156.0,4808.0,1411.0,1231.0,525.0,1838.0,903.0,394.0,673.0,509.0,886.0,689.0,4135.0,4562.0,84.0,1001.0,492.0,1149.0,2970.0,164.0,394.0,279.0,689.0,4070.0,968.0,148.0,2708.0,4299.0,377.0,1214.0,279.0,82.0,427.0,7.0
"Consult with researchers to analyze problems, recommend technology-based solutions, or determine computational strategies.",consult with researchers to analyze problems recommend technologybased solutions or determine computational strategies,Advise others on the development or use of new technologies.,Advise others on the design or use of technologies.,Providing Consultation and Advice to Others,Bioinformatics Scientists,bioinformatics scientists,19-1029.01,Bioinformatics Scientists,19-1029,19-1029.01,Biological Scientists,Life Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.0113071264295034,3.668159566711801,False,0.9093546153846154,4.22,99.61,0.2783146187013504,0.4,E1,E2,98920.0,87260.0,106870.0,90290.0,76400.0,113530.0,93970.0,111940.0,113400.0,84590.0,83780.0,96820.0,95600.0,83320.0,82640.0,84570.0,82720.0,76400.0,79400.0,69590.0,104570.0,121680.0,107100.0,81540.0,76400.0,91170.0,63290.0,91560.0,82770.0,74210.0,83740.0,104750.0,84120.0,104120.0,100070.0,98920.0,95560.0,79950.0,86260.0,100780.0,101750.0,91560.0,73920.0,80500.0,80870.0,93250.0,77960.0,96030.0,108110.0,84590.0,78480.0,91560.0,78850.0,76400.0,98920.0,30550.0,558.0,607.0,1247.0,591.0,19495.0,1395.0,279.0,95.0,1395.0,3151.0,2018.0,607.0,706.0,2133.0,1050.0,903.0,1247.0,427.0,952.0,558.0,8156.0,4808.0,1411.0,1231.0,525.0,1838.0,903.0,394.0,673.0,509.0,886.0,689.0,4135.0,4562.0,84.0,1001.0,492.0,1149.0,2970.0,164.0,394.0,279.0,689.0,4070.0,968.0,148.0,2708.0,4299.0,377.0,1214.0,279.0,82.0,427.0,7.0
Contact applicants or creditors to resolve questions about applications or to assist with completion of paperwork.,contact applicants or creditors to resolve questions about applications or to assist with completion of paperwork,Correspond with customers to answer questions or resolve complaints.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,Loan Counselors,loan counselors,13-2071.01,Loan Officers,13-2072,13-2072.00,Credit Counselors and Loan Officers,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,5.0,False,0.9275023529411764,3.988235294117647,82.49,0.2333333333333333,0.7811421560510022,E1,E2,76690.0,66710.0,72800.0,62160.0,70260.0,81770.0,94520.0,95730.0,83130.0,92890.0,71090.0,68490.0,63740.0,71070.0,79150.0,72960.0,83670.0,86970.0,62090.0,61110.0,81900.0,73580.0,101600.0,74470.0,95170.0,60260.0,73660.0,71570.0,79840.0,64500.0,80660.0,92920.0,62610.0,95710.0,75920.0,84650.0,76370.0,72990.0,94440.0,69300.0,77250.0,63220.0,79920.0,62800.0,66370.0,59440.0,88710.0,78320.0,80120.0,57580.0,78290.0,79620.0,45180.0,35730.0,44780.0,274330.0,5050.0,490.0,10020.0,2610.0,25790.0,3230.0,2220.0,1420.0,370.0,18830.0,9540.0,980.0,2030.0,10890.0,4790.0,2840.0,3540.0,3940.0,2810.0,1060.0,3850.0,4470.0,11340.0,6430.0,3450.0,7050.0,1180.0,2710.0,2580.0,1120.0,6200.0,1140.0,10840.0,10700.0,1370.0,9880.0,4100.0,4220.0,8140.0,1290.0,4140.0,1820.0,6510.0,21200.0,3990.0,350.0,8790.0,6040.0,1290.0,4940.0,740.0,60.0,2360.0,50.0
Contact borrowers with delinquent accounts to obtain payment in full or to negotiate repayment plans.,contact borrowers with delinquent accounts to obtain payment in full or to negotiate repayment plans,Inform individuals or organizations of status or findings.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,Loan Counselors,loan counselors,13-2071.01,Loan Officers,13-2072,13-2072.00,Credit Counselors and Loan Officers,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.804956117707795,False,0.9275023529411764,3.988235294117647,82.49,0.2333333333333333,0.7811421560510022,E1,E2,76690.0,66710.0,72800.0,62160.0,70260.0,81770.0,94520.0,95730.0,83130.0,92890.0,71090.0,68490.0,63740.0,71070.0,79150.0,72960.0,83670.0,86970.0,62090.0,61110.0,81900.0,73580.0,101600.0,74470.0,95170.0,60260.0,73660.0,71570.0,79840.0,64500.0,80660.0,92920.0,62610.0,95710.0,75920.0,84650.0,76370.0,72990.0,94440.0,69300.0,77250.0,63220.0,79920.0,62800.0,66370.0,59440.0,88710.0,78320.0,80120.0,57580.0,78290.0,79620.0,45180.0,35730.0,44780.0,274330.0,5050.0,490.0,10020.0,2610.0,25790.0,3230.0,2220.0,1420.0,370.0,18830.0,9540.0,980.0,2030.0,10890.0,4790.0,2840.0,3540.0,3940.0,2810.0,1060.0,3850.0,4470.0,11340.0,6430.0,3450.0,7050.0,1180.0,2710.0,2580.0,1120.0,6200.0,1140.0,10840.0,10700.0,1370.0,9880.0,4100.0,4220.0,8140.0,1290.0,4140.0,1820.0,6510.0,21200.0,3990.0,350.0,8790.0,6040.0,1290.0,4940.0,740.0,60.0,2360.0,50.0
"Contact businesses or private individuals by telephone to solicit sales for goods or services, or to request donations for charitable causes.",contact businesses or private individuals by telephone to solicit sales for goods or services or to request donations for charitable causes,Contact current or potential customers to promote products or services.,"Promote products, services, or programs.",Selling or Influencing Others,Telemarketers,telemarketers,41-9041.00,Telemarketers,41-9041,41-9041.00,Telemarketers,Other Sales and Related Workers,Sales and Related Occupations,2026-05-31,0.0452285057180138,4.973234886940471,False,6.745000000000001,4.75,77.9,0.4767548529773119,0.1,E0,E2,35450.0,34840.0,35450.0,37750.0,29060.0,46000.0,47670.0,45200.0,35450.0,35450.0,35570.0,36020.0,35450.0,39400.0,31200.0,31550.0,33640.0,48010.0,34450.0,28910.0,32610.0,35590.0,44650.0,33040.0,39850.0,21540.0,29840.0,35450.0,31200.0,34290.0,30530.0,39370.0,35450.0,41400.0,34380.0,23440.0,35290.0,26880.0,42060.0,28430.0,35450.0,37090.0,35450.0,29470.0,34290.0,36610.0,35450.0,37440.0,39670.0,33370.0,33260.0,35450.0,35450.0,28580.0,35450.0,58430.0,1330.0,122.0,1550.0,840.0,3880.0,880.0,110.0,181.0,262.0,9760.0,2620.0,234.0,280.0,870.0,690.0,1100.0,537.0,910.0,380.0,239.0,540.0,1358.0,1120.0,650.0,370.0,2710.0,191.0,490.0,2200.0,530.0,410.0,325.0,1960.0,1820.0,120.0,3090.0,470.0,420.0,1710.0,187.0,1060.0,171.0,2210.0,3660.0,390.0,113.0,1534.0,300.0,440.0,1160.0,105.0,25.0,1170.0,12.0
Contact carriers for rates or schedules.,contact carriers for rates or schedules,Obtain information about goods or services.,Obtain information about goods or services.,Getting Information,Logistics Analysts,logistics analysts,13-1081.02,Logistics Analysts,13-1081,13-1081.02,Logisticians and Project Management Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.803644136807819,False,1.3595503846153845,3.89,81.82,0.0926965798965142,0.1,E2,E2,82320.0,98450.0,87280.0,77620.0,78400.0,92890.0,96090.0,85450.0,96090.0,104770.0,76410.0,77570.0,100340.0,73920.0,80100.0,77670.0,78740.0,69520.0,68420.0,75230.0,77780.0,102700.0,100360.0,83200.0,82320.0,75160.0,78350.0,81270.0,65370.0,79600.0,81270.0,92280.0,98430.0,88240.0,80780.0,72800.0,83460.0,86600.0,83180.0,79340.0,76180.0,80330.0,80020.0,71280.0,75480.0,83300.0,83560.0,98920.0,107250.0,71590.0,73180.0,85550.0,65440.0,54380.0,68790.0,82371.0,5109.0,522.0,4725.0,2185.0,32425.0,4420.0,2166.0,512.0,1329.0,14785.0,12383.0,561.0,561.0,13948.0,3890.0,2441.0,1752.0,2549.0,1683.0,561.0,6733.0,5168.0,10109.0,3396.0,1536.0,3386.0,276.0,1477.0,1270.0,679.0,6182.0,837.0,6822.0,7737.0,305.0,8849.0,3770.0,3120.0,9824.0,541.0,5168.0,207.0,4912.0,20701.0,3701.0,256.0,10375.0,5581.0,581.0,5060.0,118.0,128.0,1093.0,39.0
"Contact clients in person, by phone, or in writing to ensure they have completed required or recommended actions.",contact clients in person by phone or in writing to ensure they have completed required or recommended actions,Monitor clients to evaluate treatment progress.,Monitor health conditions of humans or animals.,"Monitoring Processes, Materials, or Surroundings",Community Health Workers,community health workers,21-1094.00,Community Health Workers,21-1094,21-1094.00,Miscellaneous Community and Social Service Specialists,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0030529241359659,4.714266666666666,False,1.1038753846153848,3.75,68.28,0.0593478925242559,0.1,E0,E2,51850.0,43340.0,52000.0,48950.0,44890.0,58050.0,59260.0,53560.0,55850.0,62510.0,45420.0,50680.0,58450.0,52050.0,49240.0,47960.0,47780.0,47300.0,48230.0,46450.0,48670.0,50550.0,55560.0,49380.0,47560.0,39520.0,48770.0,49780.0,51780.0,57730.0,66680.0,55790.0,54830.0,58130.0,47560.0,59610.0,50650.0,45790.0,53350.0,50710.0,53100.0,47970.0,45700.0,42310.0,48720.0,55700.0,51500.0,48910.0,57070.0,37950.0,51210.0,54020.0,51850.0,36900.0,51850.0,61660.0,270.0,400.0,1140.0,514.0,9500.0,1132.0,290.0,280.0,280.0,1220.0,490.0,240.0,270.0,2040.0,1310.0,390.0,240.0,980.0,210.0,360.0,3030.0,2970.0,1890.0,1260.0,410.0,1820.0,330.0,160.0,670.0,200.0,1330.0,610.0,5800.0,1680.0,90.0,1910.0,600.0,1980.0,1970.0,520.0,540.0,270.0,520.0,4210.0,580.0,170.0,620.0,2640.0,310.0,630.0,140.0,26.0,670.0,13.0
"Contact clients in person, by phone, or in writing to ensure they have completed required or recommended actions.",contact clients in person by phone or in writing to ensure they have completed required or recommended actions,Confer with clients to discuss treatment plans or progress.,Explain medical information to patients or family members.,Interpreting the Meaning of Information for Others,Community Health Workers,community health workers,21-1094.00,Community Health Workers,21-1094,21-1094.00,Miscellaneous Community and Social Service Specialists,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0030529241359659,4.714266666666666,False,1.1038753846153848,3.75,68.28,0.0593478925242559,0.1,E0,E2,51850.0,43340.0,52000.0,48950.0,44890.0,58050.0,59260.0,53560.0,55850.0,62510.0,45420.0,50680.0,58450.0,52050.0,49240.0,47960.0,47780.0,47300.0,48230.0,46450.0,48670.0,50550.0,55560.0,49380.0,47560.0,39520.0,48770.0,49780.0,51780.0,57730.0,66680.0,55790.0,54830.0,58130.0,47560.0,59610.0,50650.0,45790.0,53350.0,50710.0,53100.0,47970.0,45700.0,42310.0,48720.0,55700.0,51500.0,48910.0,57070.0,37950.0,51210.0,54020.0,51850.0,36900.0,51850.0,61660.0,270.0,400.0,1140.0,514.0,9500.0,1132.0,290.0,280.0,280.0,1220.0,490.0,240.0,270.0,2040.0,1310.0,390.0,240.0,980.0,210.0,360.0,3030.0,2970.0,1890.0,1260.0,410.0,1820.0,330.0,160.0,670.0,200.0,1330.0,610.0,5800.0,1680.0,90.0,1910.0,600.0,1980.0,1970.0,520.0,540.0,270.0,520.0,4210.0,580.0,170.0,620.0,2640.0,310.0,630.0,140.0,26.0,670.0,13.0
"Contact customers by mail, telephone, or in person concerning acceptance or rejection of applications.",contact customers by mail telephone or in person concerning acceptance or rejection of applications,Provide notifications to customers or patrons.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,Loan Interviewers and Clerks,loan interviewers and clerks,43-4131.00,Loan Interviewers and Clerks,43-4131,43-4131.00,Loan Interviewers and Clerks,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.976146601146601,False,2.5597353846153847,4.44,87.57,0.1979416112260078,0.1,E2,E2,50020.0,40300.0,51470.0,50120.0,45140.0,57300.0,56760.0,58980.0,57760.0,77080.0,50510.0,48310.0,55410.0,48090.0,50000.0,47310.0,50080.0,47640.0,47910.0,46700.0,50020.0,59430.0,58940.0,51500.0,51760.0,39120.0,47170.0,48460.0,48970.0,57070.0,56040.0,58760.0,46100.0,58120.0,57780.0,51290.0,49150.0,47210.0,57650.0,47350.0,51560.0,47500.0,47000.0,45230.0,49980.0,48110.0,50060.0,50140.0,58740.0,42490.0,48930.0,47950.0,50020.0,35940.0,50020.0,164790.0,2960.0,330.0,4700.0,1970.0,14680.0,2500.0,970.0,950.0,140.0,10690.0,4020.0,450.0,1240.0,6850.0,3350.0,2380.0,2770.0,3690.0,2010.0,650.0,1590.0,2080.0,7930.0,2850.0,1770.0,5080.0,640.0,1010.0,1520.0,520.0,3620.0,880.0,4780.0,4800.0,980.0,5800.0,3300.0,1920.0,4330.0,650.0,2820.0,1710.0,3990.0,17090.0,2820.0,290.0,3990.0,3290.0,840.0,4270.0,300.0,70.0,810.0,34.0
Contact customers or travel agents to advise them of travel conveyance changes or to confirm reservations.,contact customers or travel agents to advise them of travel conveyance changes or to confirm reservations,Provide notifications to customers or patrons.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,Reservation and Transportation Ticket Agents and Travel Clerks,reservation and transportation ticket agents and travel clerks,43-4181.00,Reservation and Transportation Ticket Agents and Travel Clerks,43-4181,43-4181.00,Reservation and Transportation Ticket Agents and Travel Clerks,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.862655826558266,False,1.173656923076923,3.33,63.44,0.0724846595052783,0.1,E2,E2,44390.0,36620.0,45870.0,45710.0,42040.0,49420.0,45960.0,39380.0,43140.0,46550.0,39490.0,47860.0,45020.0,40230.0,47850.0,41400.0,36880.0,34940.0,45840.0,44520.0,40700.0,40750.0,44230.0,60220.0,60090.0,37730.0,40560.0,43110.0,37850.0,41000.0,40920.0,38780.0,47850.0,42990.0,44630.0,34870.0,36070.0,47340.0,40570.0,44380.0,45420.0,43740.0,35860.0,38530.0,38220.0,38660.0,38310.0,44140.0,48520.0,34030.0,35950.0,44390.0,27230.0,44390.0,29030.0,118710.0,150.0,1000.0,3020.0,430.0,10580.0,3650.0,510.0,70.0,100.0,14740.0,5880.0,1590.0,420.0,7080.0,550.0,200.0,180.0,1860.0,520.0,410.0,720.0,1560.0,1980.0,2160.0,170.0,1770.0,480.0,650.0,2660.0,150.0,2780.0,600.0,5510.0,5760.0,150.0,1200.0,920.0,1340.0,4020.0,210.0,1010.0,230.0,1410.0,18410.0,3260.0,140.0,2540.0,2970.0,100.0,880.0,213.0,220.0,510.0,300.0
Contact customers to obtain or relay account information.,contact customers to obtain or relay account information,Discuss account status or activity with customers or patrons.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,Billing and Posting Clerks,billing and posting clerks,43-3021.00,Billing and Posting Clerks,43-3021,43-3021.00,Billing and Posting Clerks,Financial Clerks,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.952860462542879,False,1.980562692307692,4.29,76.67,0.1083679044314773,0.1,E2,E2,48500.0,39520.0,52170.0,47730.0,38780.0,56260.0,52670.0,52000.0,52110.0,64330.0,46540.0,47390.0,51240.0,46440.0,49730.0,46400.0,47110.0,46420.0,45590.0,43170.0,47840.0,52210.0,56110.0,46890.0,55810.0,41190.0,46760.0,46730.0,47410.0,47430.0,50710.0,51750.0,46120.0,53320.0,47160.0,48550.0,46390.0,45120.0,51860.0,46890.0,52910.0,45250.0,46180.0,46330.0,45910.0,46470.0,50730.0,47580.0,56090.0,39300.0,48230.0,44880.0,26900.0,28490.0,43430.0,404060.0,3780.0,370.0,8490.0,4390.0,41290.0,8170.0,4170.0,1270.0,530.0,28560.0,11450.0,1340.0,2850.0,21010.0,8060.0,3660.0,3890.0,5200.0,5970.0,1850.0,5960.0,7430.0,12550.0,6300.0,3040.0,8550.0,1890.0,3310.0,3720.0,1480.0,14910.0,2050.0,32770.0,7000.0,660.0,19480.0,4460.0,5030.0,15800.0,980.0,5550.0,770.0,7990.0,31150.0,4000.0,890.0,7500.0,11960.0,2180.0,7790.0,580.0,80.0,4800.0,30.0
Contact customers to respond to inquiries or to notify them of claim investigation results or any planned adjustments.,contact customers to respond to inquiries or to notify them of claim investigation results or any planned adjustments,Provide notifications to customers or patrons.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,Customer Service Representatives,customer service representatives,43-4051.00,Customer Service Representatives,43-4051,43-4051.00,Customer Service Representatives,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0339213792885103,4.938982295958134,False,3.5464230769230767,4.22,82.44,0.7750014620193946,0.3,E2,E2,44770.0,38400.0,45150.0,45690.0,37840.0,49560.0,47540.0,48090.0,48190.0,48250.0,40440.0,39630.0,45650.0,43200.0,46130.0,43140.0,46090.0,40320.0,38700.0,37330.0,47160.0,42830.0,49120.0,43950.0,48800.0,36380.0,44190.0,45290.0,43940.0,40560.0,47300.0,47740.0,39030.0,48000.0,40240.0,44670.0,45610.0,38650.0,47450.0,44630.0,47550.0,38860.0,40650.0,42830.0,40420.0,43140.0,47500.0,42730.0,50330.0,38430.0,46970.0,42340.0,30350.0,26700.0,37140.0,2595750.0,33290.0,2410.0,87020.0,20680.0,176850.0,38770.0,24490.0,7470.0,7550.000000000001,228000.0,97850.0,8010.0,18770.0,100970.0,44630.0,30100.0,29200.0,38630.0,25780.0,7560.0,37740.0,49990.0,71310.0,53340.0,20860.0,50530.0,4910.0,15340.0,32110.0,12750.0,59690.0,16950.0,141090.0,89510.0,5750.0,85930.0,34460.0,19440.0,94340.0,7890.0,51000.0,6120.0,59730.0,337170.0,44490.0,2870.0,59850.0,39760.0,9860.0,50840.0,2110.0,720.0,20330.0,320.0
Contact job applicants to inform them of the status of their applications.,contact job applicants to inform them of the status of their applications,Inform individuals or organizations of status or findings.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,Human Resources Specialists,human resources specialists,13-1071.00,Human Resources Specialists,13-1071,13-1071.00,Human Resources Workers,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.903367335746409,False,0.9311226923076924,3.91,72.05,0.0626364868469206,0.1,E1,E1,75940.0,64940.0,76990.0,71390.0,55010.0,83500.0,80840.0,82890.0,77700.0,110970.0,66410.0,70570.0,73750.0,64990.0,76820.0,65600.0,66710.0,70870.0,69010.0,61300.0,71630.0,83910.0,85630.0,69520.0,78760.0,60300.0,66990.0,63790.0,61930.0,71610.0,70840.0,80690.0,68050.0,84380.0,73070.0,75630.0,70180.0,61630.0,78060.0,70450.0,77560.0,65370.0,67590.0,67370.0,68920.0,71750.0,77800.0,82090.0,84550.0,66860.0,70540.0,66970.0,59900.0,40900.0,60210.0,912430.0,11080.0,1420.0,20230.0,6230.0,104000.0,19450.0,9010.0,2720.0,6910.0,62729.99999999999,32110.0,2570.0,3930.0,35430.0,17110.0,7930.0,7560.0,10900.0,7240.0,3020.0,15530.0,27300.0,25520.0,17240.0,4850.0,17650.0,2340.0,7219.999999999999,6520.0,4270.0,21690.0,4090.000000000001,54610.0,31140.0,1710.0,33500.0,9370.0,10620.0,36960.0,3320.0,13720.0,1340.0,21460.0,84930.0,9900.0,1270.0,28540.0,22770.0,3130.0,17360.0,1000.0,380.0,4270.0,120.0
Contact new or existing customers to discuss how specific products or services can meet their needs.,contact new or existing customers to discuss how specific products or services can meet their needs,Contact current or potential customers to promote products or services.,"Promote products, services, or programs.",Selling or Influencing Others,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",sales representatives wholesale and manufacturing technical and scientific products,41-4011.00,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",41-4011,41-4011.00,"Sales Representatives, Wholesale and Manufacturing","Sales Representatives, Wholesale and Manufacturing",Sales and Related Occupations,2026-05-31,0.1017641378655311,4.914021739130436,False,1.604796923076923,4.07,94.64,0.2465857968767384,0.2,E0,E2,104920.0,87140.0,77080.0,100620.0,71830.0,124220.0,135000.0,98000.0,107830.0,92940.0,107700.0,128850.0,126110.0,101390.0,107570.0,102910.0,103380.0,130850.0,97640.0,124200.0,101850.0,95040.0,118980.0,125650.0,103000.0,74990.0,94840.0,83610.0,84400.0,98500.0,97960.0,131360.0,87310.0,129410.0,125370.0,102720.0,108370.0,72480.0,113830.0,103790.0,117670.0,111190.0,104920.0,94450.0,99080.0,104920.0,95900.0,128270.0,127390.0,97230.0,78480.0,100850.0,104920.0,62160.0,104920.0,228895.0,4469.0,707.0,14242.0,2443.0,44348.0,6671.0,4790.0,1543.0,964.0,31891.0,9162.0,868.0,3022.0,11814.0,7024.0,4147.0,3922.0,6703.0,3761.0,937.0,10175.0,18726.0,14692.0,7973.0,1302.0,8134.0,1109.0,2733.0,3022.0,4276.0,9002.0,1575.0,16878.0,19273.0,820.0,15865.0,6381.0,4887.0,11557.0,852.0,6044.0,2781.0,13325.0,71369.0,6317.0,659.0,9741.0,16010.0,1222.0,5449.0,450.0,98.0,1736.0,47.0
Contact organizations to explain services and facilities offered.,contact organizations to explain services and facilities offered,"Promote products, services, or programs.","Promote products, services, or programs.",Selling or Influencing Others,Advertising and Promotions Managers,advertising and promotions managers,11-2011.00,Advertising and Promotions Managers,11-2011,11-2011.00,Advertising and Promotions Managers,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",Management Occupations,2026-05-31,0.0030529241359659,5.0,False,0.7538492307692308,3.61,79.02,0.0346008614830734,0.1,E1,E2,133660.0,64640.0,133660.0,133660.0,74880.0,167230.0,164990.0,129280.0,133660.0,143040.0,133660.0,133810.0,133660.0,80680.0,167330.0,113930.0,108890.0,148560.0,107030.0,78810.0,106280.0,107380.0,163090.0,101610.0,126920.0,66520.0,81520.0,131770.0,106380.0,133660.0,120530.0,165390.0,133660.0,173700.0,121730.0,133660.0,102110.0,133660.0,154490.0,122940.0,157890.0,156300.0,133660.0,98170.0,104170.0,133660.0,133660.0,148400.0,163380.0,133660.0,131530.0,133660.0,133660.0,68620.0,133660.0,21470.0,60.0,45.0,444.0,140.0,3080.0,180.0,240.0,66.0,80.0,1362.0,420.0,86.0,60.0,160.0,120.0,210.0,40.0,230.0,120.0,88.0,460.0,300.0,220.0,110.0,100.0,403.0,70.0,160.0,213.0,50.0,470.0,80.0,3550.0,678.0,59.0,240.0,90.0,430.0,1540.0,60.0,316.0,63.0,450.0,3670.0,240.0,42.0,180.0,530.0,96.0,110.0,39.0,9.0,180.0,4.0
Contact potential vendors to determine material availability.,contact potential vendors to determine material availability,Obtain information about goods or services.,Obtain information about goods or services.,Getting Information,Logistics Analysts,logistics analysts,13-1081.02,Logistics Analysts,13-1081,13-1081.02,Logisticians and Project Management Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.552861602497399,False,1.4781453846153845,4.07,63.64,0.0882569397501999,0.1,E2,E2,82320.0,98450.0,87280.0,77620.0,78400.0,92890.0,96090.0,85450.0,96090.0,104770.0,76410.0,77570.0,100340.0,73920.0,80100.0,77670.0,78740.0,69520.0,68420.0,75230.0,77780.0,102700.0,100360.0,83200.0,82320.0,75160.0,78350.0,81270.0,65370.0,79600.0,81270.0,92280.0,98430.0,88240.0,80780.0,72800.0,83460.0,86600.0,83180.0,79340.0,76180.0,80330.0,80020.0,71280.0,75480.0,83300.0,83560.0,98920.0,107250.0,71590.0,73180.0,85550.0,65440.0,54380.0,68790.0,82371.0,5109.0,522.0,4725.0,2185.0,32425.0,4420.0,2166.0,512.0,1329.0,14785.0,12383.0,561.0,561.0,13948.0,3890.0,2441.0,1752.0,2549.0,1683.0,561.0,6733.0,5168.0,10109.0,3396.0,1536.0,3386.0,276.0,1477.0,1270.0,679.0,6182.0,837.0,6822.0,7737.0,305.0,8849.0,3770.0,3120.0,9824.0,541.0,5168.0,207.0,4912.0,20701.0,3701.0,256.0,10375.0,5581.0,581.0,5060.0,118.0,128.0,1093.0,39.0
Contact previous clients for prospecting of referral business.,contact previous clients for prospecting of referral business,Identify potential customers.,Identify business or organizational opportunities.,"Identifying Objects, Actions, and Events",Real Estate Sales Agents,real estate sales agents,41-9022.00,Real Estate Sales Agents,41-9022,41-9022.00,Real Estate Brokers and Sales Agents,Other Sales and Related Workers,Sales and Related Occupations,2026-05-31,0.0030529241359659,5.0,False,1.6148076923076924,4.38,100.0,0.1307446500867553,0.1,E0,E2,52830.0,60890.0,89170.0,58780.0,38180.0,57560.0,63670.0,46770.0,47180.0,123770.0,49310.0,46730.0,46220.0,39820.0,59220.0,46880.0,52830.0,39770.0,58610.0,45850.0,56930.0,52630.0,52830.0,57880.0,46410.0,39550.0,43960.0,79100.0,47240.0,79990.0,57620.0,99990.0,76170.0,102990.0,51240.0,73920.0,46240.0,47980.0,61610.0,56040.0,60310.0,56580.0,65170.0,46250.0,45740.0,50720.0,52830.0,63980.0,79130.0,59050.0,58120.0,49990.0,52830.0,52830.0,52830.0,193370.0,1580.0,170.0,5610.0,1640.0,17500.0,6120.0,2095.0,900.0,590.0,26790.0,9940.0,690.0,1170.0,6030.0,3680.0,680.0,1450.0,1120.0,1940.0,740.0,2940.0,4530.0,2210.0,2530.0,670.0,1590.0,370.0,1400.0,1490.0,240.0,5294.0,550.0,8660.0,7960.0,530.0,5130.0,3710.0,1940.0,5510.0,619.0,4930.0,640.0,2360.0,22250.0,4240.0,70.0,5750.0,5150.0,370.0,5680.0,300.0,82.0,330.0,40.0
Contact previous clients for prospecting of referral business.,contact previous clients for prospecting of referral business,Contact current or potential customers to promote products or services.,"Promote products, services, or programs.",Selling or Influencing Others,Real Estate Sales Agents,real estate sales agents,41-9022.00,Real Estate Sales Agents,41-9022,41-9022.00,Real Estate Brokers and Sales Agents,Other Sales and Related Workers,Sales and Related Occupations,2026-05-31,0.0030529241359659,5.0,False,1.6148076923076924,4.38,100.0,0.1307446500867553,0.1,E0,E2,52830.0,60890.0,89170.0,58780.0,38180.0,57560.0,63670.0,46770.0,47180.0,123770.0,49310.0,46730.0,46220.0,39820.0,59220.0,46880.0,52830.0,39770.0,58610.0,45850.0,56930.0,52630.0,52830.0,57880.0,46410.0,39550.0,43960.0,79100.0,47240.0,79990.0,57620.0,99990.0,76170.0,102990.0,51240.0,73920.0,46240.0,47980.0,61610.0,56040.0,60310.0,56580.0,65170.0,46250.0,45740.0,50720.0,52830.0,63980.0,79130.0,59050.0,58120.0,49990.0,52830.0,52830.0,52830.0,193370.0,1580.0,170.0,5610.0,1640.0,17500.0,6120.0,2095.0,900.0,590.0,26790.0,9940.0,690.0,1170.0,6030.0,3680.0,680.0,1450.0,1120.0,1940.0,740.0,2940.0,4530.0,2210.0,2530.0,670.0,1590.0,370.0,1400.0,1490.0,240.0,5294.0,550.0,8660.0,7960.0,530.0,5130.0,3710.0,1940.0,5510.0,619.0,4930.0,640.0,2360.0,22250.0,4240.0,70.0,5750.0,5150.0,370.0,5680.0,300.0,82.0,330.0,40.0
Contact property owners and advertise services to solicit property sales listings.,contact property owners and advertise services to solicit property sales listings,Contact current or potential customers to promote products or services.,"Promote products, services, or programs.",Selling or Influencing Others,Real Estate Sales Agents,real estate sales agents,41-9022.00,Real Estate Sales Agents,41-9022,41-9022.00,Real Estate Brokers and Sales Agents,Other Sales and Related Workers,Sales and Related Occupations,2026-05-31,0.0030529241359659,4.988630423418714,False,1.8057692307692303,4.25,100.0,0.1552785810680547,0.1,E0,E2,52830.0,60890.0,89170.0,58780.0,38180.0,57560.0,63670.0,46770.0,47180.0,123770.0,49310.0,46730.0,46220.0,39820.0,59220.0,46880.0,52830.0,39770.0,58610.0,45850.0,56930.0,52630.0,52830.0,57880.0,46410.0,39550.0,43960.0,79100.0,47240.0,79990.0,57620.0,99990.0,76170.0,102990.0,51240.0,73920.0,46240.0,47980.0,61610.0,56040.0,60310.0,56580.0,65170.0,46250.0,45740.0,50720.0,52830.0,63980.0,79130.0,59050.0,58120.0,49990.0,52830.0,52830.0,52830.0,193370.0,1580.0,170.0,5610.0,1640.0,17500.0,6120.0,2095.0,900.0,590.0,26790.0,9940.0,690.0,1170.0,6030.0,3680.0,680.0,1450.0,1120.0,1940.0,740.0,2940.0,4530.0,2210.0,2530.0,670.0,1590.0,370.0,1400.0,1490.0,240.0,5294.0,550.0,8660.0,7960.0,530.0,5130.0,3710.0,1940.0,5510.0,619.0,4930.0,640.0,2360.0,22250.0,4240.0,70.0,5750.0,5150.0,370.0,5680.0,300.0,82.0,330.0,40.0
Contact prospective customers to present information and explain available services.,contact prospective customers to present information and explain available services,Explain technical product or service information to customers.,Explain technical details of products or services.,Interpreting the Meaning of Information for Others,"Securities, Commodities, and Financial Services Sales Agents",securities commodities and financial services sales agents,41-3031.00,"Securities, Commodities, and Financial Services Sales Agents",41-3031,41-3031.00,"Securities, Commodities, and Financial Services Sales Agents","Sales Representatives, Services",Sales and Related Occupations,2026-05-31,0.0678427585770207,4.924591582819431,False,1.1987303846153847,3.9,98.86,0.0789776223267411,0.1,E1,E2,78660.0,49230.0,76360.0,74840.0,54660.0,79730.0,67010.0,98560.0,83750.0,72010.0,62770.0,59990.0,57590.0,64620.0,99840.0,68290.0,64290.0,75810.0,59110.0,48040.0,59970.0,61660.0,100310.0,73480.0,83350.0,46680.0,78500.0,78660.0,82560.0,61490.0,78930.0,82420.0,60850.0,168340.0,74040.0,63670.0,73300.0,76080.0,76710.0,71840.0,78660.0,55390.0,86780.0,58050.0,78470.0,64660.0,88280.0,62910.0,75510.0,50050.0,74010.0,78660.0,78660.0,36930.0,35160.0,489570.0,4710.0,260.0,14600.0,2330.0,55860.0,12360.0,5730.0,2300.0,1500.0,42600.0,14950.0,420.0,1690.0,27920.0,6460.0,2300.0,2310.0,5340.0,4130.0,690.0,8420.0,14510.0,7160.0,8820.0,1950.0,8770.0,430.0,2150.0,3140.0,1530.0,15230.0,1690.0,55630.0,21890.0,740.0,13520.0,2310.0,2900.0,15510.0,1780.0,7230.0,730.0,11370.0,41640.0,4520.0,240.0,11320.0,8770.0,930.0,5980.0,280.0,208.0,970.0,80.0
Contact prospective customers to present information and explain available services.,contact prospective customers to present information and explain available services,Contact current or potential customers to promote products or services.,"Promote products, services, or programs.",Selling or Influencing Others,"Securities, Commodities, and Financial Services Sales Agents",securities commodities and financial services sales agents,41-3031.00,"Securities, Commodities, and Financial Services Sales Agents",41-3031,41-3031.00,"Securities, Commodities, and Financial Services Sales Agents","Sales Representatives, Services",Sales and Related Occupations,2026-05-31,0.0678427585770207,4.924591582819431,False,1.1987303846153847,3.9,98.86,0.0789776223267411,0.1,E1,E2,78660.0,49230.0,76360.0,74840.0,54660.0,79730.0,67010.0,98560.0,83750.0,72010.0,62770.0,59990.0,57590.0,64620.0,99840.0,68290.0,64290.0,75810.0,59110.0,48040.0,59970.0,61660.0,100310.0,73480.0,83350.0,46680.0,78500.0,78660.0,82560.0,61490.0,78930.0,82420.0,60850.0,168340.0,74040.0,63670.0,73300.0,76080.0,76710.0,71840.0,78660.0,55390.0,86780.0,58050.0,78470.0,64660.0,88280.0,62910.0,75510.0,50050.0,74010.0,78660.0,78660.0,36930.0,35160.0,489570.0,4710.0,260.0,14600.0,2330.0,55860.0,12360.0,5730.0,2300.0,1500.0,42600.0,14950.0,420.0,1690.0,27920.0,6460.0,2300.0,2310.0,5340.0,4130.0,690.0,8420.0,14510.0,7160.0,8820.0,1950.0,8770.0,430.0,2150.0,3140.0,1530.0,15230.0,1690.0,55630.0,21890.0,740.0,13520.0,2310.0,2900.0,15510.0,1780.0,7230.0,730.0,11370.0,41640.0,4520.0,240.0,11320.0,8770.0,930.0,5980.0,280.0,208.0,970.0,80.0
Contact prospective or existing customers to discuss how services can meet their needs.,contact prospective or existing customers to discuss how services can meet their needs,Contact current or potential customers to promote products or services.,"Promote products, services, or programs.",Selling or Influencing Others,"Sales Representatives, Services, All Other",sales representatives services all other,41-3099.00,"Sales Representatives of Services, Except Advertising, Insurance, Financial Services, and Travel",41-3091,41-3091.00,"Miscellaneous Sales Representatives, Services","Sales Representatives, Services",Sales and Related Occupations,2026-05-31,0.0904570114360276,4.915667998224589,False,0.9487745857988166,4.158461538461538,85.55692307692308,0.6934919284440783,0.917163932194654,E0,E2,69990.0,58840.0,69610.0,72920.0,50570.0,80850.0,79810.0,76940.0,67540.0,76770.0,60660.0,75280.0,58500.0,58930.0,66900.0,63960.0,62420.0,62580.0,52750.0,55200.0,63900.0,63310.0,83760.0,73380.0,75370.0,48440.0,60440.0,58720.0,57770.0,62450.0,71510.0,79200.0,61880.0,92190.0,62620.0,66060.0,59390.0,54990.0,67040.0,64480.0,81450.0,58510.0,61770.0,60230.0,61680.0,62580.0,77530.0,72640.0,79920.0,50240.0,64020.0,58970.0,37170.0,28580.0,42980.0,1256010.0,12840.0,900.0,26340.0,5750.0,156110.0,37810.0,11420.0,2910.0,3120.0,107650.0,46960.0,3450.0,5030.0,69910.0,21950.0,6530.0,12480.0,11860.0,8200.0,2120.0,21580.0,32300.0,27160.0,19220.0,3730.0,14100.0,1730.0,6110.0,10950.0,4670.0,44980.0,3790.0,80510.0,46039.99999999999,1620.0,38440.0,9710.0,10440.0,39920.0,4023.0,21070.0,630.0,21600.0,135030.0,16210.000000000002,1130.0,41390.0,18950.0,2130.0,22720.0,750.0,160.0,2940.0,80.0
Contribute to the development or implementation of business unit strategic and operating plans.,contribute to the development or implementation of business unit strategic and operating plans,Implement organizational process or policy changes.,Implement procedures or processes.,Making Decisions and Solving Problems,Regulatory Affairs Managers,regulatory affairs managers,11-9199.01,Regulatory Affairs Managers,11-9199,11-9199.01,Miscellaneous Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0113071264295034,4.5793276782909205,False,0.2617692307692307,3.48,91.3,0.2220860217879811,1.2,E2,E2,141900.0,135890.0,127950.0,129870.0,87520.0,174560.0,171140.0,162690.0,168060.0,175720.0,108890.0,125000.0,130000.0,131550.0,140240.0,79900.0,128080.0,131710.0,122930.0,103140.0,115920.0,159040.0,182950.0,134260.0,152600.0,101570.0,125760.0,110470.0,116430.0,112040.0,145630.0,161510.0,123550.0,167200.0,141160.0,126440.0,129940.0,131870.0,125580.0,131600.0,165900.0,129960.0,119470.0,99430.0,134390.0,134890.0,125440.0,166230.0,164160.0,124940.0,107050.0,113420.0,104010.0,82250.0,95530.0,219480.0,2780.0,2455.0,12050.0,8029.0,140509.0,19839.0,10343.0,1806.0,26203.0,53365.0,48934.0,880.0,1736.0,44701.0,9863.0,5080.0,3796.0,3372.0,18654.0,2624.0,24735.0,14999.0,13235.0,5870.0,1355.0,16114.0,2258.0,3725.0,12854.0,1877.0,42711.0,5320.0,26061.0,30802.0,2878.0,10385.0,1891.0,10837.0,28460.0,1115.0,3118.0,804.0,24707.0,86650.0,12967.0,1496.0,30422.0,14802.0,5136.0,20093.0,1199.0,254.0,7831.0,198.0
Contribute to the development or implementation of business unit strategic and operating plans.,contribute to the development or implementation of business unit strategic and operating plans,"Develop operating strategies, plans, or procedures.","Develop organizational policies, systems, or processes.",Developing Objectives and Strategies,Regulatory Affairs Managers,regulatory affairs managers,11-9199.01,Regulatory Affairs Managers,11-9199,11-9199.01,Miscellaneous Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0113071264295034,4.5793276782909205,False,0.2617692307692307,3.48,91.3,0.2220860217879811,1.2,E2,E2,141900.0,135890.0,127950.0,129870.0,87520.0,174560.0,171140.0,162690.0,168060.0,175720.0,108890.0,125000.0,130000.0,131550.0,140240.0,79900.0,128080.0,131710.0,122930.0,103140.0,115920.0,159040.0,182950.0,134260.0,152600.0,101570.0,125760.0,110470.0,116430.0,112040.0,145630.0,161510.0,123550.0,167200.0,141160.0,126440.0,129940.0,131870.0,125580.0,131600.0,165900.0,129960.0,119470.0,99430.0,134390.0,134890.0,125440.0,166230.0,164160.0,124940.0,107050.0,113420.0,104010.0,82250.0,95530.0,219480.0,2780.0,2455.0,12050.0,8029.0,140509.0,19839.0,10343.0,1806.0,26203.0,53365.0,48934.0,880.0,1736.0,44701.0,9863.0,5080.0,3796.0,3372.0,18654.0,2624.0,24735.0,14999.0,13235.0,5870.0,1355.0,16114.0,2258.0,3725.0,12854.0,1877.0,42711.0,5320.0,26061.0,30802.0,2878.0,10385.0,1891.0,10837.0,28460.0,1115.0,3118.0,804.0,24707.0,86650.0,12967.0,1496.0,30422.0,14802.0,5136.0,20093.0,1199.0,254.0,7831.0,198.0
"Converse with customer to determine destination, mode of transportation, travel dates, financial considerations, and accommodations required.",converse with customer to determine destination mode of transportation travel dates financial considerations and accommodations required,Gather customer or product information to determine customer needs.,Collect data about consumer needs or opinions.,Getting Information,Travel Agents,travel agents,41-3041.00,Travel Agents,41-3041,41-3041.00,Travel Agents,"Sales Representatives, Services",Sales and Related Occupations,2026-05-31,0.0030529241359659,4.6027288231949965,False,2.598392307692308,4.57,95.53,1.032718797856049,0.5,E0,E2,50160.0,47640.0,47650.0,51800.0,36600.0,51030.0,56570.0,60640.0,50160.0,61560.0,50060.0,48880.0,47560.0,48110.0,49090.0,48530.0,45440.0,53600.0,49370.0,35970.0,50160.0,49160.0,56450.0,46250.0,47260.0,49050.0,45460.0,61330.0,49690.0,63400.0,47190.0,61090.0,44700.0,55580.0,56180.0,44740.0,46000.0,36980.0,56810.0,47720.0,59790.0,34560.0,44510.0,55640.0,49500.0,56670.0,60560.0,45260.0,55260.0,44760.0,47080.0,48030.0,22650.0,22960.0,50160.0,55110.0,380.0,190.0,1100.0,180.0,4760.0,1100.0,650.0,210.0,160.0,9430.0,2300.0,580.0,220.0,2120.0,640.0,290.0,250.0,220.0,310.0,120.0,360.0,1810.0,1150.0,890.0,160.0,1500.0,200.0,240.0,546.0,130.0,1660.0,120.0,3180.0,1250.0,150.0,1140.0,600.0,620.0,1470.0,250.0,680.0,200.0,540.0,4310.0,440.0,120.0,1050.0,1710.0,250.0,810.0,50.0,50.0,460.0,11.0
Converse with customers to determine details of equipment problems.,converse with customers to determine details of equipment problems,Confer with customers or users to assess problems.,Confer with clients to determine needs or order specifications.,"Communicating with Supervisors, Peers, or Subordinates","Computer, Automated Teller, and Office Machine Repairers",computer automated teller and office machine repairers,49-2011.00,"Computer, Automated Teller, and Office Machine Repairers",49-2011,49-2011.00,"Computer, Automated Teller, and Office Machine Repairers","Electrical and Electronic Equipment Mechanics, Installers, and Repairers","Installation, Maintenance, and Repair Occupations",2026-05-31,0.0113071264295034,4.621289394533805,False,3.2995984615384613,4.38,99.9,0.2647238525885143,0.1,E2,E2,47810.0,39970.0,46680.0,49620.0,45970.0,58280.0,49650.0,61190.0,51550.0,47810.0,45690.0,45390.0,49270.0,39190.0,44860.0,46170.0,47330.0,44290.0,47070.0,50150.0,49610.0,54120.0,57270.0,47570.0,50540.0,42920.0,44080.0,48820.0,46890.0,38430.0,60570.0,57330.0,43330.0,57290.0,46890.0,58720.0,47740.0,51880.0,46950.0,47920.0,49700.0,39060.0,59700.0,42330.0,45480.0,41810.0,53610.0,44750.0,49050.0,38720.0,47690.0,47480.0,32360.0,37560.0,47810.0,65600.0,930.0,170.0,1000.0,560.0,7250.0,880.0,380.0,250.0,294.0,3470.0,2330.0,110.0,180.0,3260.0,2140.0,420.0,570.0,1440.0,900.0,290.0,960.0,1350.0,1660.0,1720.0,490.0,1090.0,160.0,640.0,410.0,260.0,2190.0,330.0,3240.0,3160.0,160.0,2040.0,780.0,1050.0,2390.0,70.0,680.0,300.0,1110.0,7140.0,570.0,80.0,1530.0,2010.0,370.0,1010.0,70.0,90.0,140.0,13.0
"Convert various types of files for printing or for the Internet, using computer software.",convert various types of files for printing or for the internet using computer software,"Format digital documents, data, or images.",Process digital or online data.,Working with Computers,Desktop Publishers,desktop publishers,43-9031.00,Desktop Publishers,43-9031,43-9031.00,Desktop Publishers,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0678427585770207,4.863530366014397,False,1.8233292307692308,4.01,97.49,0.1476362210750623,0.1,E2,E1,55290.0,55290.0,55290.0,52000.0,55290.0,71930.0,77750.0,55290.0,55290.0,55290.0,52720.0,39460.0,55290.0,55290.0,61350.0,49070.0,55290.0,55290.0,45760.0,47130.0,47100.0,69820.0,61170.0,45300.0,54930.0,55290.0,55290.0,55290.0,36280.0,55290.0,48300.0,63020.0,55290.0,56660.0,43700.0,55290.0,53380.0,46040.0,50650.0,55290.0,55290.0,62320.0,55290.0,44440.0,57760.0,55290.0,53550.0,55290.0,55290.0,55290.0,46010.0,55290.0,55290.0,55290.0,55290.0,3350.0,45.0,90.0,30.0,28.0,320.0,62.0,36.0,10.0,15.0,150.0,230.0,13.0,18.0,150.0,130.0,33.0,31.0,40.0,40.0,30.0,140.0,80.0,40.0,90.0,25.0,63.0,11.0,40.0,33.0,30.0,100.0,19.0,350.0,80.0,9.0,60.0,40.0,90.0,140.0,11.0,40.0,10.0,40.0,270.0,37.0,50.0,50.0,76.0,15.0,40.0,6.0,1.0,20.0,1.0
Convert video and audio recordings into digital formats for editing or archiving.,convert video and audio recordings into digital formats for editing or archiving,Convert data among multiple digital or analog formats.,Process digital or online data.,Working with Computers,Sound Engineering Technicians,sound engineering technicians,27-4014.00,Sound Engineering Technicians,27-4014,27-4014.00,"Broadcast, Sound, and Lighting Technicians",Media and Communication Equipment Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0113071264295034,4.831829963711767,True,0.9902653846153846,3.62,88.0,0.211649007936508,0.3,E2,E2,73130.0,73130.0,73130.0,66350.0,73130.0,78150.0,60630.0,72800.0,73130.0,106630.0,70360.0,77010.0,73130.0,54970.0,73130.0,73130.0,57400.0,62710.0,74100.0,55530.0,48380.0,79990.0,63250.0,51840.0,73130.0,73130.0,61750.0,57600.0,63810.0,84570.0,65630.0,115190.0,45690.0,87510.0,49150.0,73130.0,64030.0,73130.0,73130.0,49490.0,73130.0,45240.0,73130.0,60500.0,54370.0,36400.0,73130.0,49920.0,73130.0,73130.0,46780.0,73130.0,73130.0,35180.0,73130.0,13080.0,177.0,27.0,130.0,109.0,4060.0,170.0,60.0,41.0,90.0,590.0,200.0,30.0,40.0,570.0,50.0,60.0,30.0,60.0,162.0,40.0,160.0,200.0,200.0,400.0,97.0,190.0,50.0,50.0,170.0,30.0,290.0,50.0,2050.0,170.0,36.0,464.0,143.0,150.0,160.0,42.0,193.0,38.0,510.0,830.0,210.0,25.0,120.0,160.0,59.0,90.0,23.0,6.0,70.0,3.0
Coordinate activities with other supervisory personnel or with other work units or departments.,coordinate activities with other supervisory personnel or with other work units or departments,Coordinate operational activities.,"Direct organizational operations, activities, or procedures.","Guiding, Directing, and Motivating Subordinates",First-Line Supervisors of Office and Administrative Support Workers,firstline supervisors of office and administrative support workers,43-1011.00,First-Line Supervisors of Office and Administrative Support Workers,43-1011,43-1011.00,First-Line Supervisors of Office and Administrative Support Workers,Supervisors of Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.799958259417719,False,0.6974492307692307,3.88,76.8,0.0471672578122157,0.1,E2,E2,69500.0,60360.0,69840.0,64250.0,58100.0,77590.0,76600.0,78200.0,75220.0,79200.0,64360.0,64620.0,63080.0,61390.0,69010.0,69490.0,64400.0,64000.0,63180.0,57180.0,67530.0,74140.0,76770.0,64720.0,76440.0,58380.0,63050.0,62550.0,61980.0,63090.0,73250.0,76640.0,62640.0,79170.0,62340.0,68720.0,64220.0,60870.0,74300.0,65270.0,76030.0,62920.0,62530.0,66390.0,64940.0,66900.0,68790.0,67170.0,79480.0,53660.0,70560.0,63050.0,44980.0,42840.0,55630.0,1436680.0,20140.0,5690.0,31930.0,13630.0,149230.0,26100.0,24420.0,5480.0,4080.0,93850.0,42630.0,10090.0,8360.0,42400.0,21780.0,10190.0,12010.0,19670.0,20810.0,6000.0,27860.0,34520.0,30690.0,21690.0,13680.0,22360.0,4030.0,9930.0,14380.0,7600.0,55210.0,8330.0,83110.0,35830.0,1830.0,45070.0,19860.0,12200.0,56600.0,5090.0,26710.0,1750.0,49870.0,160600.0,18890.0,1710.0,35160.0,31790.0,6900.0,22950.0,1980.0,990.0,16400.0,510.0
Coordinate and link the computer systems within an organization to increase compatibility so that information can be shared.,coordinate and link the computer systems within an organization to increase compatibility so that information can be shared,Configure computer networks.,"Set up computer systems, networks, or other information systems.",Working with Computers,Computer Systems Analysts,computer systems analysts,15-1121.00,Computer Systems Analysts,15-1211,15-1211.00,Computer and Information Analysts,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.586899927106113,False,0.9172888461538462,3.78,76.52,0.4512411956136764,0.7999999999999999,E2,E2,105850.0,101770.0,88520.0,103530.0,81760.0,127720.0,127750.0,109600.0,110560.0,116820.0,101900.0,106240.0,88640.0,75310.0,101570.0,98810.0,95920.0,100770.0,95090.0,95660.0,95820.0,113610.0,128240.0,103410.0,106350.0,86280.0,92060.0,91310.0,91810.0,104060.0,107670.0,122890.0,98220.0,109610.0,106850.0,105470.0,102320.0,95930.0,121620.0,98550.0,134630.0,98280.0,99790.0,95630.0,107390.0,98770.0,99610.0,120840.0,129410.0,105850.0,100440.0,109780.0,59900.0,63730.0,59430.0,421026.0,10632.0,681.0,18364.0,6645.0,95724.0,10098.0,7780.0,3468.0,4020.0,57165.0,18866.0,2707.0,2674.0,33405.0,15657.0,7715.0,6062.0,9611.0,4830.0,4020.0,24863.0,35917.0,22805.0,18364.0,1990.0,12529.0,1378.0,3955.0,4117.0,3387.0,26776.0,3712.0,39061.0,33891.0,454.0,31103.0,3710.0,9141.0,31524.0,1850.0,7699.999999999999,1799.0,16565.0,77782.0,4781.0,956.0,37586.0,39094.0,1669.0,13517.0,502.0,59.99999999999999,2075.0,65.0
"Coordinate findings with the work of engineering and architectural personnel, clients, and others concerned with projects.",coordinate findings with the work of engineering and architectural personnel clients and others concerned with projects,"Coordinate activities with suppliers, contractors, clients, or other departments.","Coordinate activities with clients, agencies, or organizations.","Communicating with Supervisors, Peers, or Subordinates",Surveyors,surveyors,17-1022.00,Surveyors,17-1022,17-1022.00,"Surveyors, Cartographers, and Photogrammetrists","Architects, Surveyors, and Cartographers",Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.538421599169261,False,0.8632307692307692,4.05,95.0,0.0611004972243658,0.1,E2,E2,75440.0,66840.0,99550.0,77490.0,51800.0,105330.0,79310.0,76730.0,82890.0,75440.0,65480.0,58100.0,82200.0,73940.0,75980.0,80510.0,77090.0,75860.0,71840.0,63140.0,83200.0,64910.0,94590.0,72080.0,83620.0,58720.0,62110.0,84610.0,68050.0,82460.0,65130.0,77160.0,74230.0,78870.0,76210.0,79360.0,70620.0,61300.0,97070.0,75950.0,62670.0,63300.0,77190.0,76340.0,61150.0,73230.0,76450.0,71070.0,85610.0,61520.0,79650.0,81250.0,61490.0,44870.0,75440.0,37025.0,1326.0,364.0,1981.0,801.0,6585.0,2360.0,626.0,175.0,166.0,5827.0,2579.0,204.0,364.0,2491.0,1267.0,656.0,510.0,976.0,2127.0,393.0,1384.0,1879.0,1530.0,1428.0,830.0,1209.0,510.0,626.0,714.0,408.0,1311.0,422.0,2141.0,2229.0,364.0,1894.0,1399.0,772.0,2345.0,219.0,1457.0,262.0,1340.0,9338.0,947.0,71.0,1981.0,1136.0,918.0,889.0,350.0,87.0,204.0,7.0
"Coordinate, monitor, or revise complaint procedures to ensure timely processing and review of complaints.",coordinate monitor or revise complaint procedures to ensure timely processing and review of complaints,Monitor organizational processes.,Monitor operations to ensure adequate performance.,"Monitoring Processes, Materials, or Surroundings",Equal Opportunity Representatives and Officers,equal opportunity representatives and officers,13-1041.03,Equal Opportunity Representatives and Officers,13-1041,13-1041.03,Compliance Officers,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.959497206703911,False,0.7877742307692308,4.06,78.13,0.1091632409296122,0.2,E2,E2,80730.0,72990.0,76430.0,74920.0,64680.0,96980.0,82450.0,91810.0,91050.0,111030.0,74920.0,70200.0,82590.0,75450.0,80550.0,78770.0,75620.0,69740.0,69240.0,70290.0,83740.0,84720.0,102060.0,77390.0,85920.0,67450.0,67270.0,66660.0,73920.0,78290.0,82800.0,100000.0,67990.0,90080.0,78500.0,79440.0,75030.0,63000.0,82990.0,85580.0,87620.0,75460.0,72630.0,63960.0,75370.0,67370.0,90420.0,80380.0,88790.0,64270.0,78800.0,79890.0,71930.0,48950.0,67990.0,71380.0,3871.0,920.0,12764.0,3204.0,51221.0,7948.0,3610.0,2208.0,4498.0,30478.0,14777.0,1304.0,1705.0,10936.0,5258.0,3758.0,3656.0,4477.0,4077.0,1838.0,10371.0,13545.0,9981.0,6305.0,1766.0,7188.0,1520.0,3563.0,4518.0,1776.0,13668.0,2465.0,24132.0,11624.0,990.0,11542.0,4344.0,5504.0,20342.0,970.0,4888.0,1160.0,7990.0,44053.0,3861.0,2013.0,15598.0,11429.0,1766.0,5863.0,596.0,267.0,5617.0,230.0
Coordinate or maintain office tracking systems for correspondence or follow-up actions.,coordinate or maintain office tracking systems for correspondence or followup actions,Coordinate operational activities.,"Direct organizational operations, activities, or procedures.","Guiding, Directing, and Motivating Subordinates","Court, Municipal, and License Clerks",court municipal and license clerks,43-4031.00,"Court, Municipal, and License Clerks",43-4031,43-4031.00,"Court, Municipal, and License Clerks",Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.805742145178765,False,0.9247426923076923,4.0,70.1,0.1062857263072408,0.2,E2,E2,48700.0,38360.0,54270.0,48700.0,36960.0,63320.0,50410.0,60480.0,44600.0,66130.0,47100.0,42960.0,51890.0,48450.0,46920.0,46350.0,48280.0,44740.0,43680.0,46570.0,48580.0,58380.0,61730.0,48690.0,56520.0,37210.0,41020.0,45680.0,48420.0,56680.0,46590.0,53700.0,46960.0,53500.0,49110.0,53850.0,48030.0,39120.0,61300.0,44830.0,61670.0,43460.0,43850.0,44720.0,46580.0,51130.0,53000.0,45650.0,64680.0,37810.0,51920.0,46540.0,48700.0,48700.0,48700.0,179750.0,2050.0,650.0,3560.0,2090.0,12460.0,7920.0,1300.0,980.0,50.0,11180.0,5750.0,510.0,1500.0,8370.0,3460.0,2390.0,1290.0,2370.0,2900.0,1150.0,2360.0,4360.0,5620.0,5360.0,2950.0,4760.0,1340.0,1210.0,1250.0,550.0,5710.0,1040.0,11850.0,5240.0,600.0,9550.0,2730.0,1820.0,3320.0,660.0,2020.0,920.0,3050.0,15730.0,1280.0,890.0,4610.0,3450.0,1590.0,1240.0,770.0,76.0,1078.0,37.0
"Coordinate, prepare, or review regulatory submissions for domestic or international projects.",coordinate prepare or review regulatory submissions for domestic or international projects,Prepare regulatory or compliance documentation.,Prepare legal or regulatory documents.,Documenting/Recording Information,Regulatory Affairs Specialists,regulatory affairs specialists,13-1041.07,Regulatory Affairs Specialists,13-1041,13-1041.07,Compliance Officers,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.588247317322431,False,0.7953846153846154,4.5,100.0,0.8742500000000004,1.3,E2,E2,80730.0,72990.0,76430.0,74920.0,64680.0,96980.0,82450.0,91810.0,91050.0,111030.0,74920.0,70200.0,82590.0,75450.0,80550.0,78770.0,75620.0,69740.0,69240.0,70290.0,83740.0,84720.0,102060.0,77390.0,85920.0,67450.0,67270.0,66660.0,73920.0,78290.0,82800.0,100000.0,67990.0,90080.0,78500.0,79440.0,75030.0,63000.0,82990.0,85580.0,87620.0,75460.0,72630.0,63960.0,75370.0,67370.0,90420.0,80380.0,88790.0,64270.0,78800.0,79890.0,71930.0,48950.0,67990.0,113754.0,6169.0,920.0,20341.0,5106.0,81627.0,12666.0,3610.0,3518.0,7168.0,48570.0,23549.0,2078.0,2717.0,17428.0,8379.0,5989.0,5826.0,7135.0,6497.0,2929.0,16528.0,21585.0,15907.0,10048.0,2815.0,11455.0,2422.0,5679.0,7200.0,2831.0,21781.0,3928.0,38457.0,18525.0,990.0,18394.0,6922.0,8771.0,32419.0,970.0,7790.0,1849.0,7990.0,70205.0,6153.0,3207.0,24858.0,18214.0,2815.0,9344.0,949.0,425.0,8952.0,230.0
"Coordinate, prepare, or review regulatory submissions for domestic or international projects.",coordinate prepare or review regulatory submissions for domestic or international projects,Coordinate regulatory documentation activities.,Coordinate regulatory compliance activities.,"Guiding, Directing, and Motivating Subordinates",Regulatory Affairs Specialists,regulatory affairs specialists,13-1041.07,Regulatory Affairs Specialists,13-1041,13-1041.07,Compliance Officers,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.588247317322431,False,0.7953846153846154,4.5,100.0,0.8742500000000004,1.3,E2,E2,80730.0,72990.0,76430.0,74920.0,64680.0,96980.0,82450.0,91810.0,91050.0,111030.0,74920.0,70200.0,82590.0,75450.0,80550.0,78770.0,75620.0,69740.0,69240.0,70290.0,83740.0,84720.0,102060.0,77390.0,85920.0,67450.0,67270.0,66660.0,73920.0,78290.0,82800.0,100000.0,67990.0,90080.0,78500.0,79440.0,75030.0,63000.0,82990.0,85580.0,87620.0,75460.0,72630.0,63960.0,75370.0,67370.0,90420.0,80380.0,88790.0,64270.0,78800.0,79890.0,71930.0,48950.0,67990.0,113754.0,6169.0,920.0,20341.0,5106.0,81627.0,12666.0,3610.0,3518.0,7168.0,48570.0,23549.0,2078.0,2717.0,17428.0,8379.0,5989.0,5826.0,7135.0,6497.0,2929.0,16528.0,21585.0,15907.0,10048.0,2815.0,11455.0,2422.0,5679.0,7200.0,2831.0,21781.0,3928.0,38457.0,18525.0,990.0,18394.0,6922.0,8771.0,32419.0,970.0,7790.0,1849.0,7990.0,70205.0,6153.0,3207.0,24858.0,18214.0,2815.0,9344.0,949.0,425.0,8952.0,230.0
"Coordinate production activities with other functional units, such as procurement, maintenance, or quality control.",coordinate production activities with other functional units such as procurement maintenance or quality control,"Coordinate activities with suppliers, contractors, clients, or other departments.","Coordinate activities with clients, agencies, or organizations.","Communicating with Supervisors, Peers, or Subordinates",Automotive Engineers,automotive engineers,17-2141.02,Automotive Engineers,17-2141,17-2141.02,Mechanical Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0113071264295034,4.841080972068166,False,0.5686830769230768,3.56,85.71,0.0836960966904917,0.2,E0,E2,104110.0,100230.0,124340.0,100270.0,80180.0,130900.0,124430.0,105090.0,125130.0,133300.0,99980.0,100620.0,98740.0,93190.0,102680.0,99590.0,97700.0,86260.0,101050.0,119540.0,102430.0,122870.0,119300.0,104890.0,99140.0,98000.0,99330.0,94190.0,88060.0,102680.0,103660.0,112300.0,157710.0,102440.0,100720.0,86330.0,99100.0,101850.0,103470.0,97920.0,116230.0,104580.0,88380.0,99550.0,112410.0,102500.0,107330.0,104180.0,110430.0,97390.0,95870.0,117750.0,61510.0,72240.0,104110.0,174140.0,2352.0,446.0,5926.0,1655.0,35824.0,8437.0,5398.0,716.0,510.0,12602.0,6207.0,622.0,1256.0,13834.0,10197.0,4072.0,5433.0,4893.0,2218.0,1044.0,7686.0,7680.0,40635.0,6911.0,1842.0,5715.0,587.0,1115.0,1655.0,3239.0,4905.0,3180.0,10080.0,11218.0,927.0,16885.0,2664.0,3426.0,15900.0,1831.0,6782.0,657.0,4611.0,25909.0,3954.0,622.0,8765.0,9669.0,892.0,8765.0,270.0,164.0,575.0,30.0
Coordinate recruitment or selection of project personnel.,coordinate recruitment or selection of project personnel,Participate in staffing decisions.,Perform recruiting or hiring activities.,Staffing Organizational Units,Information Technology Project Managers,information technology project managers,15-1199.09,Information Technology Project Managers,15-1299,15-1299.09,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,5.0,False,0.6512903846153846,3.85,95.24,0.2428291352852557,0.5,E0,E2,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,45756.0,1658.0,448.0,5510.0,706.0,50541.0,7441.0,1955.0,860.0,10846.0,13709.999999999998,13009.0,1312.0,656.0,7037.0,2106.0,2428.0,845.0,1850.0,3166.0,900.0,12019.0,3891.0,4692.0,2636.0,914.0,14340.000000000002,341.0,1438.0,1646.0,612.0,7573.0,1040.0,11460.0,9515.0,460.0,6150.0,2094.0,1545.0,14580.0,523.0,2711.0,240.0,6892.0,35956.0,4212.0,832.0,10720.0,9055.0,2131.0,2951.0,107.0,177.0,555.0,25.0
Coordinate user or third-party testing.,coordinate user or thirdparty testing,Test software performance.,Test performance of computer or information systems.,"Inspecting Equipment, Structures, or Materials","Software Developers, Applications",software developers applications,15-1132.00,Software Quality Assurance Analysts and Testers,15-1253,15-1253.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.840041601664066,False,0.429886923076923,3.34,94.12,0.1058507516547011,0.4,E1,E2,114549.41176470587,108307.0588235294,114549.41176470587,110045.29411764706,111294.89619377164,143515.58823529413,128445.88235294116,109510.0,114782.35294117648,114191.17647058824,110165.0,112089.11764705884,109759.70588235294,120062.54325259516,113710.0,93134.70588235294,97098.82352941176,100614.41176470587,88776.76470588235,78453.82352941176,98043.23529411764,120022.9411764706,136121.76470588235,107406.76470588236,110872.0588235294,84885.29411764706,98662.0588235294,109772.9411764706,102180.29411764706,119163.13148788927,117653.5294117647,124798.5294117647,119148.82352941176,135779.41176470587,111493.5294117647,90934.11764705884,103205.58823529413,90770.58823529413,119530.58823529413,103874.70588235294,111107.64705882352,107836.76470588236,77240.29411764706,101195.58823529413,111652.9411764706,97212.0588235294,92335.88235294116,126400.88235294116,140793.5294117647,81291.17647058824,100160.58823529413,114750.1903114187,114549.41176470587,67413.23529411765,114549.41176470587,672406.1764705882,6836.176470588235,1117.8529411764705,14941.764705882351,5745.588235294118,110753.52941176471,17472.05882352941,5204.117647058823,1445.2941176470588,2494.1176470588234,35416.17647058824,20889.117647058825,2341.4117647058824,2239.1176470588234,22635.29411764706,5660.588235294117,3601.176470588235,5164.705882352941,3080.2941176470586,1624.4117647058824,1166.470588235294,14120.294117647058,20082.647058823528,16414.70588235294,13390.588235294115,845.0000000000001,8459.117647058823,800.2941176470589,3187.6470588235293,2321.470588235294,4027.941176470588,21115.29411764706,1585.5882352941176,43799.70588235294,24930.58823529412,604.4117647058824,17467.35294117647,3321.7647058823527,8307.35294117647,21156.17647058824,1910.8823529411768,5457.352941176471,918.8235294117646,7191.764705882353,66272.05882352941,12092.35294117647,677.9411764705883,35434.117647058825,40018.82352941176,1121.1764705882351,9600.882352941177,1304.3529411764705,286.0,836.1764705882354,138.0
Coordinate work assignment preparation and completion with other workers.,coordinate work assignment preparation and completion with other workers,Confer with coworkers to coordinate work activities.,Communicate with others about operational plans or activities.,"Communicating with Supervisors, Peers, or Subordinates",Electrical Power-Line Installers and Repairers,electrical powerline installers and repairers,49-9051.00,Electrical Power-Line Installers and Repairers,49-9051,49-9051.00,Line Installers and Repairers,"Other Installation, Maintenance, and Repair Occupations","Installation, Maintenance, and Repair Occupations",2026-05-31,0.0113071264295034,4.833408122055195,False,3.0683907692307693,4.46,100.0,0.2634121300838108,0.1,E0,E0,95320.0,92030.0,92470.0,75420.0,81450.0,129040.0,103980.0,126850.0,97180.0,101240.0,86870.0,80080.0,134340.0,125410.0,108120.0,102040.0,100200.0,101620.0,77020.0,76410.0,83090.0,106090.0,110210.0,106890.0,104180.0,75890.0,96360.0,110320.0,92150.0,96560.0,102170.0,121580.0,76470.0,121280.0,77270.0,105870.0,93150.0,76010.0,131090.0,106230.0,104620.0,76870.0,97310.0,83660.0,78940.0,101220.0,108520.0,76590.0,133060.0,83810.0,105820.0,93860.0,64650.0,77050.0,95320.0,131070.0,2730.0,490.0,3360.0,1510.0,8930.0,2370.0,940.0,330.0,150.0,6420.0,4960.0,600.0,860.0,3090.0,2540.0,1390.0,1610.0,2930.0,2520.0,1160.0,1830.0,2350.0,2800.0,2190.0,2290.0,3440.0,680.0,1490.0,920.0,560.0,1310.0,1020.0,5840.0,5650.0,740.0,4260.0,3290.0,1640.0,4150.0,120.0,2690.0,740.0,3900.0,17280.0,1030.0,270.0,2920.0,2340.0,1260.0,2520.0,670.0,50.0,600.0,27.0
Correct errors by making appropriate changes and rechecking the program to ensure that the desired results are produced.,correct errors by making appropriate changes and rechecking the program to ensure that the desired results are produced,Test software performance.,Test performance of computer or information systems.,"Inspecting Equipment, Structures, or Materials",Computer Programmers,computer programmers,15-1131.00,Computer Programmers,15-1251,15-1251.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.4862064364686487,4.585666967780789,False,2.5161415384615387,4.38,93.87,0.1909495252714179,0.1,E1,E1,100390.0,93800.0,91700.0,88990.0,111840.0,116760.0,104610.0,133820.0,100390.0,100390.0,93180.0,98380.0,118180.0,89020.0,72540.0,97000.0,79180.0,92960.0,94850.0,100390.0,101780.0,125570.0,128390.0,65860.0,107250.0,85120.0,90420.0,89920.0,95150.0,93600.0,74000.0,104940.0,83750.0,103980.0,81070.0,92280.0,85270.0,99780.0,99540.0,89180.0,96470.0,99740.0,58240.0,100390.0,99330.0,104890.0,89560.0,121610.0,125620.0,65320.0,100390.0,81640.0,100390.0,51310.0,100390.0,92230.0,890.0,530.0,1560.0,1050.0,11340.0,930.0,1650.0,450.0,230.0,4760.0,1890.0,450.0,505.0,1280.0,1520.0,950.0,460.0,950.0,1580.0,450.0,2490.0,1930.0,4400.0,2070.0,1170.0,1520.0,301.0,1090.0,840.0,403.0,3930.0,600.0,7020.0,4120.0,190.0,2100.0,990.0,1370.0,3120.0,250.0,790.0,70.0,920.0,7620.0,690.0,170.0,3070.0,2540.0,140.0,3080.0,60.0,39.0,920.0,19.0
Correct errors by making appropriate changes and rechecking the program to ensure that the desired results are produced.,correct errors by making appropriate changes and rechecking the program to ensure that the desired results are produced,Resolve computer software problems.,Resolve computer problems.,Working with Computers,Computer Programmers,computer programmers,15-1131.00,Computer Programmers,15-1251,15-1251.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.4862064364686487,4.585666967780789,False,2.5161415384615387,4.38,93.87,0.1909495252714179,0.1,E1,E1,100390.0,93800.0,91700.0,88990.0,111840.0,116760.0,104610.0,133820.0,100390.0,100390.0,93180.0,98380.0,118180.0,89020.0,72540.0,97000.0,79180.0,92960.0,94850.0,100390.0,101780.0,125570.0,128390.0,65860.0,107250.0,85120.0,90420.0,89920.0,95150.0,93600.0,74000.0,104940.0,83750.0,103980.0,81070.0,92280.0,85270.0,99780.0,99540.0,89180.0,96470.0,99740.0,58240.0,100390.0,99330.0,104890.0,89560.0,121610.0,125620.0,65320.0,100390.0,81640.0,100390.0,51310.0,100390.0,92230.0,890.0,530.0,1560.0,1050.0,11340.0,930.0,1650.0,450.0,230.0,4760.0,1890.0,450.0,505.0,1280.0,1520.0,950.0,460.0,950.0,1580.0,450.0,2490.0,1930.0,4400.0,2070.0,1170.0,1520.0,301.0,1090.0,840.0,403.0,3930.0,600.0,7020.0,4120.0,190.0,2100.0,990.0,1370.0,3120.0,250.0,790.0,70.0,920.0,7620.0,690.0,170.0,3070.0,2540.0,140.0,3080.0,60.0,39.0,920.0,19.0
"Correct or record omissions, errors, or inconsistencies found.",correct or record omissions errors or inconsistencies found,"Proofread documents, records, or other files to ensure accuracy.",Examine materials or documentation for accuracy or compliance.,Evaluating Information to Determine Compliance with Standards,Proofreaders and Copy Markers,proofreaders and copy markers,43-9081.00,Proofreaders and Copy Markers,43-9081,43-9081.00,Proofreaders and Copy Markers,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.1017641378655311,4.486727436642292,False,3.9306692307692304,4.55,97.51,0.6613525203252034,0.2,E2,E1,51120.0,51120.0,51120.0,51120.0,51120.0,57490.0,51120.0,51120.0,51120.0,68120.0,35610.0,49200.0,51120.0,51120.0,50060.0,40920.0,44680.0,51160.0,46380.0,51120.0,51120.0,53920.0,57160.0,35530.0,49450.0,51120.0,52920.0,51120.0,51120.0,51120.0,51120.0,56700.0,51120.0,59740.0,46140.0,51120.0,55560.0,51120.0,51120.0,47510.0,51120.0,42900.0,51120.0,51120.0,41990.0,42840.0,51120.0,48090.0,53890.0,36730.0,43630.0,51120.0,51120.0,51120.0,51120.0,4580.0,62.0,10.0,95.0,38.0,300.0,120.0,70.0,14.0,50.0,200.0,143.0,18.0,25.0,300.0,80.0,110.0,90.0,70.0,57.0,19.0,81.0,190.0,140.0,86.0,34.0,110.0,15.0,30.0,45.0,20.0,160.0,25.0,1030.0,70.0,13.0,100.0,40.0,58.0,230.0,15.0,40.0,13.0,96.0,200.0,51.0,9.0,90.0,60.0,50.0,60.0,8.0,2.0,27.0,1.0
"Correct testing-identified problems, or recommend actions for their resolution.",correct testingidentified problems or recommend actions for their resolution,Resolve computer software problems.,Resolve computer problems.,Working with Computers,Web Administrators,web administrators,15-1199.03,Web Administrators,15-1299,15-1299.01,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0226142528590069,4.44066255933744,False,1.143846153846154,4.45,100.0,0.4485714285714287,0.5,E1,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,187608.0,6800.0,1836.0,5510.000000000001,2896.0,207228.0,30509.0,8015.0,859.9999999999999,44471.0,13710.0,53339.0,5378.0,2689.0,28854.0,8636.0,9954.0,3465.0,1850.0,12979.0,899.9999999999999,49280.0,15953.0,19236.0,10807.0,3749.0,14340.0,1396.0,5895.0,6748.0,2508.0,31052.0,4266.0,11459.999999999998,39015.0,1887.0,6149.999999999999,8584.0,6334.0,14580.000000000002,2146.0,11118.0,240.0,28260.0,147425.0,17271.0,3413.0,43954.0,37128.0,8739.0,12100.0,440.0,724.0,2275.0,103.0
"Correct testing-identified problems, or recommend actions for their resolution.",correct testingidentified problems or recommend actions for their resolution,Recommend changes to improve computer or information systems.,Advise others on the design or use of technologies.,Providing Consultation and Advice to Others,Web Administrators,web administrators,15-1199.03,Web Administrators,15-1299,15-1299.01,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0226142528590069,4.44066255933744,False,1.143846153846154,4.45,100.0,0.4485714285714287,0.5,E1,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,187608.0,6800.0,1836.0,5510.000000000001,2896.0,207228.0,30509.0,8015.0,859.9999999999999,44471.0,13710.0,53339.0,5378.0,2689.0,28854.0,8636.0,9954.0,3465.0,1850.0,12979.0,899.9999999999999,49280.0,15953.0,19236.0,10807.0,3749.0,14340.0,1396.0,5895.0,6748.0,2508.0,31052.0,4266.0,11459.999999999998,39015.0,1887.0,6149.999999999999,8584.0,6334.0,14580.000000000002,2146.0,11118.0,240.0,28260.0,147425.0,17271.0,3413.0,43954.0,37128.0,8739.0,12100.0,440.0,724.0,2275.0,103.0
"Correspond with customers and confer with coworkers to answer inquiries, discuss market fluctuations, or resolve account problems.",correspond with customers and confer with coworkers to answer inquiries discuss market fluctuations or resolve account problems,Confer with coworkers to coordinate work activities.,Communicate with others about operational plans or activities.,"Communicating with Supervisors, Peers, or Subordinates",Brokerage Clerks,brokerage clerks,43-4011.00,Brokerage Clerks,43-4011,43-4011.00,Brokerage Clerks,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.955176433188513,False,4.045427692307692,4.6,96.24,0.99451930490481,0.3,E1,E2,65750.0,65750.0,65750.0,61900.0,58670.0,77960.0,60950.0,75330.0,61390.0,95450.0,63130.0,61570.0,65750.0,65750.0,63350.0,58290.0,56360.0,49990.0,57690.0,61500.0,72840.0,62080.0,63640.0,73350.0,62110.0,58200.0,65750.0,48360.0,60880.0,65750.0,68140.0,74830.0,65750.0,78930.0,60950.0,65750.0,64020.0,65750.0,72250.0,60390.0,62400.0,59710.0,56080.0,64610.0,63060.0,67410.0,78200.0,62560.0,73120.0,65750.0,63870.0,65750.0,65750.0,65750.0,65750.0,35940.0,110.0,75.0,940.0,90.0,4740.0,220.0,420.0,111.0,161.0,1830.0,540.0,144.0,197.0,2060.0,1260.0,160.0,310.0,459.0,444.0,80.0,560.0,890.0,430.0,960.0,40.0,630.0,110.0,440.0,356.0,200.0,3260.0,200.0,5950.0,400.0,99.0,800.0,392.0,470.0,1470.0,450.0,440.0,130.0,370.0,1300.0,320.0,30.0,750.0,140.0,130.0,460.0,64.0,15.0,216.0,7.0
"Correspond with customers and confer with coworkers to answer inquiries, discuss market fluctuations, or resolve account problems.",correspond with customers and confer with coworkers to answer inquiries discuss market fluctuations or resolve account problems,Respond to customer problems or complaints.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,Brokerage Clerks,brokerage clerks,43-4011.00,Brokerage Clerks,43-4011,43-4011.00,Brokerage Clerks,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.955176433188513,False,4.045427692307692,4.6,96.24,0.99451930490481,0.3,E1,E2,65750.0,65750.0,65750.0,61900.0,58670.0,77960.0,60950.0,75330.0,61390.0,95450.0,63130.0,61570.0,65750.0,65750.0,63350.0,58290.0,56360.0,49990.0,57690.0,61500.0,72840.0,62080.0,63640.0,73350.0,62110.0,58200.0,65750.0,48360.0,60880.0,65750.0,68140.0,74830.0,65750.0,78930.0,60950.0,65750.0,64020.0,65750.0,72250.0,60390.0,62400.0,59710.0,56080.0,64610.0,63060.0,67410.0,78200.0,62560.0,73120.0,65750.0,63870.0,65750.0,65750.0,65750.0,65750.0,35940.0,110.0,75.0,940.0,90.0,4740.0,220.0,420.0,111.0,161.0,1830.0,540.0,144.0,197.0,2060.0,1260.0,160.0,310.0,459.0,444.0,80.0,560.0,890.0,430.0,960.0,40.0,630.0,110.0,440.0,356.0,200.0,3260.0,200.0,5950.0,400.0,99.0,800.0,392.0,470.0,1470.0,450.0,440.0,130.0,370.0,1300.0,320.0,30.0,750.0,140.0,130.0,460.0,64.0,15.0,216.0,7.0
Correspond with insured or agent to obtain information or to inform them of account status or changes.,correspond with insured or agent to obtain information or to inform them of account status or changes,Provide notifications to customers or patrons.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,Insurance Claims and Policy Processing Clerks,insurance claims and policy processing clerks,43-9041.00,Insurance Claims and Policy Processing Clerks,43-9041,43-9041.00,Insurance Claims and Policy Processing Clerks,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.930969563853153,False,2.437632307692308,4.29,99.25,0.1599361667328305,0.1,E2,E1,49230.0,38140.0,48740.0,50530.0,45220.0,56800.0,58660.0,59760.0,49990.0,49230.0,47130.0,46590.0,47420.0,47200.0,48440.0,49240.0,46430.0,47960.0,48330.0,46800.0,58890.0,47070.0,52910.0,47860.0,58030.0,43840.0,46010.0,50890.0,48490.0,48300.0,60650.0,59810.0,41700.0,57790.0,48130.0,48390.0,48380.0,48650.0,50890.0,49420.0,49230.0,44650.0,45610.0,45720.0,49880.0,47120.0,49260.0,46430.0,60220.0,44740.0,49170.0,46870.0,49230.0,30910.0,49230.0,214260.0,2110.0,40.0,8350.0,1500.0,23470.0,1380.0,2430.0,720.0,961.0,15920.0,6370.0,380.0,580.0,9060.0,5190.0,2820.0,800.0,3030.0,1740.0,1710.0,1200.0,4820.0,6410.0,3580.0,1540.0,4510.0,360.0,2520.0,2880.0,820.0,5000.0,920.0,8120.0,6570.0,550.0,11160.0,1530.0,2640.0,7020.0,710.0,4110.0,1020.0,5470.0,24470.0,1880.0,390.0,5950.0,3730.0,1330.0,5140.0,170.0,91.0,1920.0,44.0
"Correspond with online customers via electronic mail, telephone, or other electronic messaging to address questions or complaints about products, policies, or shipping methods.",correspond with online customers via electronic mail telephone or other electronic messaging to address questions or complaints about products policies or shipping methods,Correspond with customers to answer questions or resolve complaints.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,Online Merchants,online merchants,13-1199.06,Online Merchants,13-1199,13-1199.06,Miscellaneous Business Operations Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.864119971628332,False,3.2272138461538464,4.38,90.3,0.2522456295679045,0.1,E1,E2,83050.0,100240.0,94740.0,83280.0,61240.0,87570.0,92520.0,85530.0,95040.0,108160.0,79650.0,78410.0,92620.0,76400.0,82070.0,79030.0,80470.0,83350.0,74690.0,63220.0,78830.0,101500.0,93270.0,81810.0,77820.0,76980.0,80420.0,74990.0,77980.0,67330.0,83740.0,91060.0,79100.0,83450.0,80230.0,80500.0,79350.0,93640.0,77170.0,80590.0,88130.0,79110.0,85340.0,78690.0,80820.0,80190.0,71710.0,85200.0,100360.0,69240.0,67370.0,74060.0,88610.0,46700.0,65170.0,304887.0,7842.0,2266.0,13698.0,9199.0,173886.0,51235.0,6316.0,1795.0,42395.0,74300.0,75669.0,4030.0,3074.0,36954.0,7056.0,11106.0,11005.0,6585.0,19083.0,4745.0,44672.0,20092.0,23491.0,18410.0,4633.0,15770.0,5340.0,2849.0,10254.0,2154.0,38378.0,9480.0,32298.0,46198.0,2031.0,35551.0,6395.0,16738.0,30570.0,2513.0,9996.0,1055.0,13227.0,116975.0,3380.0,2737.0,50663.0,57943.0,4566.0,13698.0,1986.0,527.0,10500.0,415.0
"Counsel and provide guidance to students regarding personal, academic, vocational, or behavioral issues.",counsel and provide guidance to students regarding personal academic vocational or behavioral issues,Support the professional development of others.,Provide support or encouragement to others.,Coaching and Developing Others,"Education Administrators, Elementary and Secondary School",education administrators elementary and secondary school,11-9032.00,"Education Administrators, Kindergarten through Secondary",11-9032,11-9032.00,Education and Childcare Administrators,Other Management Occupations,Management Occupations,2026-05-31,0.0226142528590069,3.927085795320255,False,2.560756153846154,4.46,88.26,0.1862050934961353,0.1,E0,E0,105870.0,97480.0,125520.0,97480.0,86330.0,159950.0,110530.0,156240.0,132710.0,137470.0,96490.0,103360.0,126760.0,101090.0,113360.0,98770.0,104260.0,100530.0,99920.0,83360.0,102890.0,131510.0,128430.0,104020.0,127000.0,82800.0,100400.0,95700.0,110580.0,109420.0,104910.0,137440.0,107720.0,138830.0,83180.0,107940.0,99590.0,86630.0,130050.0,118710.0,119980.0,102440.0,88390.0,97590.0,93910.0,128880.0,105350.0,106100.0,166590.0,80650.0,117010.0,105480.0,105870.0,80130.0,80910.0,328330.0,3020.0,890.0,5270.0,2760.0,31370.0,5760.0,4610.0,1100.0,1930.0,16960.0,7530.0,1910.0,1830.0,14850.0,6990.0,3310.0,2520.0,4940.0,5080.0,1710.0,7200.0,10570.0,9610.0,4120.0,3170.0,7120.0,930.0,1860.0,2490.0,1590.0,11450.0,2290.0,19210.0,11220.0,810.0,12480.0,4320.0,4160.0,14460.0,1160.0,5000.0,680.0,6180.0,37140.0,2940.0,1000.0,8470.0,6470.0,1480.0,4030.0,410.0,130.0,1160.0,140.0
"Counsel and provide guidance to students regarding personal, academic, vocational, or behavioral issues.",counsel and provide guidance to students regarding personal academic vocational or behavioral issues,Advise others on career or personal development.,Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,"Education Administrators, Elementary and Secondary School",education administrators elementary and secondary school,11-9032.00,"Education Administrators, Kindergarten through Secondary",11-9032,11-9032.00,Education and Childcare Administrators,Other Management Occupations,Management Occupations,2026-05-31,0.0226142528590069,3.927085795320255,False,2.560756153846154,4.46,88.26,0.1862050934961353,0.1,E0,E0,105870.0,97480.0,125520.0,97480.0,86330.0,159950.0,110530.0,156240.0,132710.0,137470.0,96490.0,103360.0,126760.0,101090.0,113360.0,98770.0,104260.0,100530.0,99920.0,83360.0,102890.0,131510.0,128430.0,104020.0,127000.0,82800.0,100400.0,95700.0,110580.0,109420.0,104910.0,137440.0,107720.0,138830.0,83180.0,107940.0,99590.0,86630.0,130050.0,118710.0,119980.0,102440.0,88390.0,97590.0,93910.0,128880.0,105350.0,106100.0,166590.0,80650.0,117010.0,105480.0,105870.0,80130.0,80910.0,328330.0,3020.0,890.0,5270.0,2760.0,31370.0,5760.0,4610.0,1100.0,1930.0,16960.0,7530.0,1910.0,1830.0,14850.0,6990.0,3310.0,2520.0,4940.0,5080.0,1710.0,7200.0,10570.0,9610.0,4120.0,3170.0,7120.0,930.0,1860.0,2490.0,1590.0,11450.0,2290.0,19210.0,11220.0,810.0,12480.0,4320.0,4160.0,14460.0,1160.0,5000.0,680.0,6180.0,37140.0,2940.0,1000.0,8470.0,6470.0,1480.0,4030.0,410.0,130.0,1160.0,140.0
"Counsel clients on personal and family financial problems, such as excessive spending or borrowing of funds.",counsel clients on personal and family financial problems such as excessive spending or borrowing of funds,Advise others on financial matters.,Advise others on financial matters.,Providing Consultation and Advice to Others,Loan Counselors,loan counselors,13-2071.01,Loan Officers,13-2072,13-2072.00,Credit Counselors and Loan Officers,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.167549399062946,False,0.9275023529411764,3.988235294117647,82.49,0.2333333333333333,0.7811421560510022,E1,E2,76690.0,66710.0,72800.0,62160.0,70260.0,81770.0,94520.0,95730.0,83130.0,92890.0,71090.0,68490.0,63740.0,71070.0,79150.0,72960.0,83670.0,86970.0,62090.0,61110.0,81900.0,73580.0,101600.0,74470.0,95170.0,60260.0,73660.0,71570.0,79840.0,64500.0,80660.0,92920.0,62610.0,95710.0,75920.0,84650.0,76370.0,72990.0,94440.0,69300.0,77250.0,63220.0,79920.0,62800.0,66370.0,59440.0,88710.0,78320.0,80120.0,57580.0,78290.0,79620.0,45180.0,35730.0,44780.0,274330.0,5050.0,490.0,10020.0,2610.0,25790.0,3230.0,2220.0,1420.0,370.0,18830.0,9540.0,980.0,2030.0,10890.0,4790.0,2840.0,3540.0,3940.0,2810.0,1060.0,3850.0,4470.0,11340.0,6430.0,3450.0,7050.0,1180.0,2710.0,2580.0,1120.0,6200.0,1140.0,10840.0,10700.0,1370.0,9880.0,4100.0,4220.0,8140.0,1290.0,4140.0,1820.0,6510.0,21200.0,3990.0,350.0,8790.0,6040.0,1290.0,4940.0,740.0,60.0,2360.0,50.0
"Counsel employees in work-related activities, personal growth, or career development.",counsel employees in workrelated activities personal growth or career development,Support the professional development of others.,Provide support or encouragement to others.,Coaching and Developing Others,"First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand",firstline supervisors of helpers laborers and material movers hand,53-1021.00,"First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand",53-1042,53-1042.00,First-Line Supervisors of Transportation and Material Moving Workers,Supervisors of Transportation and Material Moving Workers,Transportation and Material Moving Occupations,2026-05-31,0.0030529241359659,4.430515279946466,False,1.0609384615384616,3.91,93.19,0.3324345616894885,0.4,E0,E0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,126680.0,1711.0,263.0,2622.0,1055.0,14740.0,2326.0,1373.0,392.0,568.0,8036.0,3957.0,508.0,694.0,4935.0,2591.0,1262.0,1163.0,1619.0,1566.0,518.0,2236.0,2944.0,3564.0,2387.0,941.0,2376.0,414.0,829.0,1256.0,553.0,3468.0,705.0,7840.0,3999.0,348.0,4492.0,1382.0,1592.0,4908.0,406.0,1865.0,370.0,2653.0,11388.0,1405.0,246.0,3326.0,2874.0,568.0,2381.0,227.0,54.0,760.0,26.0
"Counsel individuals and groups on basic rules of good nutrition, healthy eating habits, and nutrition monitoring to improve their quality of life.",counsel individuals and groups on basic rules of good nutrition healthy eating habits and nutrition monitoring to improve their quality of life,"Provide health and wellness advice to patients, program participants, or caregivers.",Advise patients or clients on medical issues.,Providing Consultation and Advice to Others,Dietitians and Nutritionists,dietitians and nutritionists,29-1031.00,Dietitians and Nutritionists,29-1031,29-1031.00,Dietitians and Nutritionists,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0113071264295034,4.2432598039215685,False,3.3016876923076923,4.5,100.0,0.5367698780952382,0.2,E0,E2,76400.0,66190.0,87980.0,64410.0,65540.0,98850.0,75510.0,80600.0,78060.0,82150.0,76050.0,73200.0,81920.0,71610.0,73520.0,66450.0,72690.0,66830.0,69520.0,70460.0,64610.0,77800.0,76660.0,66850.0,77540.0,63700.0,65450.0,71580.0,70160.0,69030.0,71840.0,84450.0,74730.0,82480.0,67560.0,70040.0,69530.0,69560.0,84180.0,67410.0,71300.0,69970.0,64890.0,67620.0,74440.0,65310.0,77450.0,77380.0,84220.0,89440.0,74930.0,64370.0,60260.0,47210.0,76400.0,77570.0,780.0,130.0,1800.0,650.0,8720.0,1640.0,860.0,290.0,270.0,4370.0,2020.0,370.0,420.0,2840.0,1670.0,630.0,580.0,1040.0,800.0,510.0,1430.0,2860.0,2370.0,1180.0,540.0,1700.0,230.0,570.0,560.0,440.0,2870.0,500.0,5330.0,2780.0,270.0,3060.0,1230.0,700.0,4270.0,360.0,950.0,210.0,1230.0,5320.0,1120.0,160.0,1510.0,1450.0,520.0,1330.0,120.0,40.0,560.0,16.0
"Counsel individuals, groups, families, or communities regarding issues including mental health, poverty, unemployment, substance abuse, physical abuse, rehabilitation, social adjustment, child care, or medical care.",counsel individuals groups families or communities regarding issues including mental health poverty unemployment substance abuse physical abuse rehabilitation social adjustment child care or medical care,Advise clients or community groups on health issues.,Advise others on healthcare or wellness issues.,Providing Consultation and Advice to Others,"Child, Family, and School Social Workers",child family and school social workers,21-1021.00,"Child, Family, and School Social Workers",21-1021,21-1021.00,Social Workers,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0113071264295034,4.046965574352301,False,1.5673415384615383,3.99,81.91,0.6450478900468137,0.6,E2,E0,59550.0,46660.0,62630.0,50150.0,43330.0,65200.0,63720.0,78970.0,48520.0,73550.0,56550.0,47510.0,68270.0,59840.0,63220.0,50470.0,52250.0,54300.0,59100.0,56800.0,63290.0,76390.0,75570.0,59270.0,67450.0,46530.0,48520.0,56780.0,47770.0,61080.0,71010.0,76280.0,56160.0,65100.0,59610.0,64560.0,51520.0,43950.0,64130.0,50820.0,69870.0,51800.0,51100.0,56310.0,55680.0,52000.0,67340.0,61330.0,74480.0,52220.0,59280.0,56420.0,54910.0,43620.0,50810.0,392550.0,4220.0,1260.0,7560.0,1150.0,60310.0,8200.0,5230.0,910.0,2430.0,14000.0,7110.0,1170.0,810.0,19860.0,6690.0,3410.0,3190.0,8470.0,1110.0,2000.0,4710.0,10900.0,15760.0,6540.0,3310.0,9620.0,1250.0,4830.0,4030.0,1700.0,7360.0,2990.0,30170.0,13010.0,870.0,16050.0,6500.0,6630.0,16200.0,2450.0,5520.0,2050.0,7870.0,21670.0,1930.0,640.0,9410.0,10720.0,2380.0,5710.0,710.0,80.0,3370.0,30.0
"Counsel individuals, groups, families, or communities regarding issues including mental health, poverty, unemployment, substance abuse, physical abuse, rehabilitation, social adjustment, child care, or medical care.",counsel individuals groups families or communities regarding issues including mental health poverty unemployment substance abuse physical abuse rehabilitation social adjustment child care or medical care,Counsel clients or patients with substance abuse issues.,Counsel others about personal matters.,Providing Consultation and Advice to Others,"Child, Family, and School Social Workers",child family and school social workers,21-1021.00,"Child, Family, and School Social Workers",21-1021,21-1021.00,Social Workers,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0113071264295034,4.046965574352301,False,1.5673415384615383,3.99,81.91,0.6450478900468137,0.6,E2,E0,59550.0,46660.0,62630.0,50150.0,43330.0,65200.0,63720.0,78970.0,48520.0,73550.0,56550.0,47510.0,68270.0,59840.0,63220.0,50470.0,52250.0,54300.0,59100.0,56800.0,63290.0,76390.0,75570.0,59270.0,67450.0,46530.0,48520.0,56780.0,47770.0,61080.0,71010.0,76280.0,56160.0,65100.0,59610.0,64560.0,51520.0,43950.0,64130.0,50820.0,69870.0,51800.0,51100.0,56310.0,55680.0,52000.0,67340.0,61330.0,74480.0,52220.0,59280.0,56420.0,54910.0,43620.0,50810.0,392550.0,4220.0,1260.0,7560.0,1150.0,60310.0,8200.0,5230.0,910.0,2430.0,14000.0,7110.0,1170.0,810.0,19860.0,6690.0,3410.0,3190.0,8470.0,1110.0,2000.0,4710.0,10900.0,15760.0,6540.0,3310.0,9620.0,1250.0,4830.0,4030.0,1700.0,7360.0,2990.0,30170.0,13010.0,870.0,16050.0,6500.0,6630.0,16200.0,2450.0,5520.0,2050.0,7870.0,21670.0,1930.0,640.0,9410.0,10720.0,2380.0,5710.0,710.0,80.0,3370.0,30.0
"Counsel individuals, groups, families, or communities regarding issues including mental health, poverty, unemployment, substance abuse, physical abuse, rehabilitation, social adjustment, child care, or medical care.",counsel individuals groups families or communities regarding issues including mental health poverty unemployment substance abuse physical abuse rehabilitation social adjustment child care or medical care,Counsel clients regarding interpersonal issues.,Counsel others about personal matters.,Providing Consultation and Advice to Others,"Child, Family, and School Social Workers",child family and school social workers,21-1021.00,"Child, Family, and School Social Workers",21-1021,21-1021.00,Social Workers,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0113071264295034,4.046965574352301,False,1.5673415384615383,3.99,81.91,0.6450478900468137,0.6,E2,E0,59550.0,46660.0,62630.0,50150.0,43330.0,65200.0,63720.0,78970.0,48520.0,73550.0,56550.0,47510.0,68270.0,59840.0,63220.0,50470.0,52250.0,54300.0,59100.0,56800.0,63290.0,76390.0,75570.0,59270.0,67450.0,46530.0,48520.0,56780.0,47770.0,61080.0,71010.0,76280.0,56160.0,65100.0,59610.0,64560.0,51520.0,43950.0,64130.0,50820.0,69870.0,51800.0,51100.0,56310.0,55680.0,52000.0,67340.0,61330.0,74480.0,52220.0,59280.0,56420.0,54910.0,43620.0,50810.0,392550.0,4220.0,1260.0,7560.0,1150.0,60310.0,8200.0,5230.0,910.0,2430.0,14000.0,7110.0,1170.0,810.0,19860.0,6690.0,3410.0,3190.0,8470.0,1110.0,2000.0,4710.0,10900.0,15760.0,6540.0,3310.0,9620.0,1250.0,4830.0,4030.0,1700.0,7360.0,2990.0,30170.0,13010.0,870.0,16050.0,6500.0,6630.0,16200.0,2450.0,5520.0,2050.0,7870.0,21670.0,1930.0,640.0,9410.0,10720.0,2380.0,5710.0,710.0,80.0,3370.0,30.0
"Counsel individuals, groups, or families to help them understand problems, deal with crisis situations, define goals, and develop realistic action plans.",counsel individuals groups or families to help them understand problems deal with crisis situations define goals and develop realistic action plans,Counsel clients on mental health or personal achievement.,Counsel others about personal matters.,Providing Consultation and Advice to Others,"Clinical, Counseling, and School Psychologists",clinical counseling and school psychologists,19-3031.00,Clinical and Counseling Psychologists,19-3033,19-3033.00,Psychologists,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0339213792885103,3.568422463476746,False,2.8504615384615386,4.48,100.0,0.2391764705882353,0.1,E0,E0,100580.0,90800.0,124270.0,119010.0,77520.0,116000.0,113290.0,100580.0,113050.0,107000.0,85610.0,96060.0,117860.0,97790.0,83750.0,84990.0,91690.0,76690.0,99140.0,71330.0,100580.0,100580.0,115180.0,84730.0,107030.0,76000.0,99410.0,68160.0,94540.0,102650.0,64270.0,127090.0,124800.0,114400.0,92130.0,116130.0,101190.0,79950.0,134350.0,91870.0,107490.0,92700.0,80130.0,76820.0,83660.0,99170.0,83270.0,86520.0,115240.0,77040.0,113360.0,89890.0,100580.0,67660.0,100580.0,75990.0,260.0,40.0,730.0,370.0,12840.0,1170.0,660.0,280.0,220.0,3040.0,1120.0,250.0,300.0,5810.0,1850.0,440.0,400.0,710.0,320.0,311.0,2140.0,2860.0,2170.0,1290.0,210.0,840.0,150.0,770.0,680.0,330.0,2700.0,423.0,8420.0,2770.0,170.0,2080.0,950.0,540.0,3140.0,420.0,1119.0,120.0,1180.0,3640.0,1020.0,190.0,2140.0,1270.0,920.0,1150.0,50.0,32.0,330.0,16.0
"Counsel individuals or groups to help them understand and overcome personal, social, or behavioral problems affecting their educational or vocational situations.",counsel individuals or groups to help them understand and overcome personal social or behavioral problems affecting their educational or vocational situations,Counsel clients regarding educational or vocational issues.,Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,"Educational, Guidance, School, and Vocational Counselors",educational guidance school and vocational counselors,21-1012.00,"Educational, Guidance, and Career Counselors and Advisors",21-1012,21-1012.00,Counselors,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0113071264295034,3.9068386802146366,False,2.764824615384615,4.43,93.06,3.456943714909269,1.569316011721371,,,64330.0,59570.0,82900.0,58250.0,59770.0,86500.0,64780.0,73910.0,74070.0,80470.0,53140.0,63720.0,61730.0,60320.0,62420.0,59260.0,56540.0,56590.0,64350.0,61870.0,58630.0,75820.0,79930.0,59440.0,64600.0,58710.0,58040.0,57900.0,62500.0,66710.0,71080.0,77910.0,77880.0,71610.0,57630.0,58960.0,61760.0,52040.0,66690.0,60880.0,75000.0,60340.0,51830.0,59960.0,67900.0,61320.0,64570.0,67660.0,82670.0,55520.0,62690.0,63430.0,64330.0,53000.0,62470.0,353310.0,4410.0,540.0,7330.0,2310.0,45140.0,6530.0,3370.0,1700.0,1690.0,22800.0,11460.0,1620.0,1990.0,13580.0,5610.0,3690.0,3100.0,5030.0,4820.0,1780.0,6600.0,11460.0,9170.0,4200.0,2620.0,8890.0,890.0,2190.0,2250.0,1650.0,8190.0,1780.0,23380.0,9430.0,840.0,13250.0,4830.0,3990.0,13570.0,1340.0,6460.0,1000.0,6470.0,31730.0,4070.0,1120.0,9450.0,6610.0,1260.0,5330.0,770.0,40.0,1050.0,90.0
"Counsel individuals or groups to help them understand and overcome personal, social, or behavioral problems affecting their educational or vocational situations.",counsel individuals or groups to help them understand and overcome personal social or behavioral problems affecting their educational or vocational situations,Counsel clients regarding interpersonal issues.,Counsel others about personal matters.,Providing Consultation and Advice to Others,"Educational, Guidance, School, and Vocational Counselors",educational guidance school and vocational counselors,21-1012.00,"Educational, Guidance, and Career Counselors and Advisors",21-1012,21-1012.00,Counselors,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0113071264295034,3.9068386802146366,False,2.764824615384615,4.43,93.06,3.456943714909269,1.569316011721371,,,64330.0,59570.0,82900.0,58250.0,59770.0,86500.0,64780.0,73910.0,74070.0,80470.0,53140.0,63720.0,61730.0,60320.0,62420.0,59260.0,56540.0,56590.0,64350.0,61870.0,58630.0,75820.0,79930.0,59440.0,64600.0,58710.0,58040.0,57900.0,62500.0,66710.0,71080.0,77910.0,77880.0,71610.0,57630.0,58960.0,61760.0,52040.0,66690.0,60880.0,75000.0,60340.0,51830.0,59960.0,67900.0,61320.0,64570.0,67660.0,82670.0,55520.0,62690.0,63430.0,64330.0,53000.0,62470.0,353310.0,4410.0,540.0,7330.0,2310.0,45140.0,6530.0,3370.0,1700.0,1690.0,22800.0,11460.0,1620.0,1990.0,13580.0,5610.0,3690.0,3100.0,5030.0,4820.0,1780.0,6600.0,11460.0,9170.0,4200.0,2620.0,8890.0,890.0,2190.0,2250.0,1650.0,8190.0,1780.0,23380.0,9430.0,840.0,13250.0,4830.0,3990.0,13570.0,1340.0,6460.0,1000.0,6470.0,31730.0,4070.0,1120.0,9450.0,6610.0,1260.0,5330.0,770.0,40.0,1050.0,90.0
"Counsel individuals or groups to help them understand and overcome personal, social, or behavioral problems affecting their educational or vocational situations.",counsel individuals or groups to help them understand and overcome personal social or behavioral problems affecting their educational or vocational situations,Counsel clients or patients regarding personal issues.,Counsel others about personal matters.,Providing Consultation and Advice to Others,"Educational, Guidance, School, and Vocational Counselors",educational guidance school and vocational counselors,21-1012.00,"Educational, Guidance, and Career Counselors and Advisors",21-1012,21-1012.00,Counselors,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0113071264295034,3.9068386802146366,False,2.764824615384615,4.43,93.06,3.456943714909269,1.569316011721371,,,64330.0,59570.0,82900.0,58250.0,59770.0,86500.0,64780.0,73910.0,74070.0,80470.0,53140.0,63720.0,61730.0,60320.0,62420.0,59260.0,56540.0,56590.0,64350.0,61870.0,58630.0,75820.0,79930.0,59440.0,64600.0,58710.0,58040.0,57900.0,62500.0,66710.0,71080.0,77910.0,77880.0,71610.0,57630.0,58960.0,61760.0,52040.0,66690.0,60880.0,75000.0,60340.0,51830.0,59960.0,67900.0,61320.0,64570.0,67660.0,82670.0,55520.0,62690.0,63430.0,64330.0,53000.0,62470.0,353310.0,4410.0,540.0,7330.0,2310.0,45140.0,6530.0,3370.0,1700.0,1690.0,22800.0,11460.0,1620.0,1990.0,13580.0,5610.0,3690.0,3100.0,5030.0,4820.0,1780.0,6600.0,11460.0,9170.0,4200.0,2620.0,8890.0,890.0,2190.0,2250.0,1650.0,8190.0,1780.0,23380.0,9430.0,840.0,13250.0,4830.0,3990.0,13570.0,1340.0,6460.0,1000.0,6470.0,31730.0,4070.0,1120.0,9450.0,6610.0,1260.0,5330.0,770.0,40.0,1050.0,90.0
"Counsel individuals regarding interpersonal, health, financial, or religious problems.",counsel individuals regarding interpersonal health financial or religious problems,Advise clients or community groups on health issues.,Advise others on healthcare or wellness issues.,Providing Consultation and Advice to Others,"Directors, Religious Activities and Education",directors religious activities and education,21-2021.00,"Directors, Religious Activities and Education",21-2021,21-2021.00,"Directors, Religious Activities and Education",Religious Workers,Community and Social Service Occupations,2026-05-31,0.1469926435835449,4.138335435056747,False,0.2878176923076923,3.97,89.12,0.0676167074870149,0.4,E2,E0,52100.0,79310.0,52100.0,57140.0,33920.0,61570.0,67760.0,47850.0,52100.0,61870.0,49230.0,72910.0,47590.0,44990.0,53600.0,58490.0,66140.0,45640.0,52230.0,29540.0,52100.0,58820.0,62930.0,45590.0,50110.0,49430.0,52980.0,45220.0,72500.0,62460.0,52100.0,65730.0,48240.0,49990.0,63280.0,52100.0,49340.0,47100.0,45360.0,55510.0,44770.0,36120.0,53360.0,61940.0,75420.0,56790.0,52100.0,59020.0,56480.0,52100.0,40180.0,52100.0,52100.0,52100.0,52100.0,22160.0,90.0,46.0,300.0,140.0,3200.0,100.0,160.0,69.0,170.0,1420.0,320.0,310.0,40.0,863.0,670.0,220.0,140.0,250.0,274.0,91.0,300.0,160.0,950.0,760.0,120.0,60.0,640.0,40.0,90.0,97.0,607.0,60.0,3550.0,260.0,61.0,740.0,110.0,1860.0,1210.0,120.0,170.0,50.0,130.0,330.0,50.0,43.0,380.0,390.0,99.0,130.0,40.0,9.0,133.0,5.0
"Counsel individuals regarding interpersonal, health, financial, or religious problems.",counsel individuals regarding interpersonal health financial or religious problems,Counsel clients regarding interpersonal issues.,Counsel others about personal matters.,Providing Consultation and Advice to Others,"Directors, Religious Activities and Education",directors religious activities and education,21-2021.00,"Directors, Religious Activities and Education",21-2021,21-2021.00,"Directors, Religious Activities and Education",Religious Workers,Community and Social Service Occupations,2026-05-31,0.1469926435835449,4.138335435056747,False,0.2878176923076923,3.97,89.12,0.0676167074870149,0.4,E2,E0,52100.0,79310.0,52100.0,57140.0,33920.0,61570.0,67760.0,47850.0,52100.0,61870.0,49230.0,72910.0,47590.0,44990.0,53600.0,58490.0,66140.0,45640.0,52230.0,29540.0,52100.0,58820.0,62930.0,45590.0,50110.0,49430.0,52980.0,45220.0,72500.0,62460.0,52100.0,65730.0,48240.0,49990.0,63280.0,52100.0,49340.0,47100.0,45360.0,55510.0,44770.0,36120.0,53360.0,61940.0,75420.0,56790.0,52100.0,59020.0,56480.0,52100.0,40180.0,52100.0,52100.0,52100.0,52100.0,22160.0,90.0,46.0,300.0,140.0,3200.0,100.0,160.0,69.0,170.0,1420.0,320.0,310.0,40.0,863.0,670.0,220.0,140.0,250.0,274.0,91.0,300.0,160.0,950.0,760.0,120.0,60.0,640.0,40.0,90.0,97.0,607.0,60.0,3550.0,260.0,61.0,740.0,110.0,1860.0,1210.0,120.0,170.0,50.0,130.0,330.0,50.0,43.0,380.0,390.0,99.0,130.0,40.0,9.0,133.0,5.0
"Counsel individuals regarding interpersonal, health, financial, or religious problems.",counsel individuals regarding interpersonal health financial or religious problems,Counsel clients or patients regarding personal issues.,Counsel others about personal matters.,Providing Consultation and Advice to Others,"Directors, Religious Activities and Education",directors religious activities and education,21-2021.00,"Directors, Religious Activities and Education",21-2021,21-2021.00,"Directors, Religious Activities and Education",Religious Workers,Community and Social Service Occupations,2026-05-31,0.1469926435835449,4.138335435056747,False,0.2878176923076923,3.97,89.12,0.0676167074870149,0.4,E2,E0,52100.0,79310.0,52100.0,57140.0,33920.0,61570.0,67760.0,47850.0,52100.0,61870.0,49230.0,72910.0,47590.0,44990.0,53600.0,58490.0,66140.0,45640.0,52230.0,29540.0,52100.0,58820.0,62930.0,45590.0,50110.0,49430.0,52980.0,45220.0,72500.0,62460.0,52100.0,65730.0,48240.0,49990.0,63280.0,52100.0,49340.0,47100.0,45360.0,55510.0,44770.0,36120.0,53360.0,61940.0,75420.0,56790.0,52100.0,59020.0,56480.0,52100.0,40180.0,52100.0,52100.0,52100.0,52100.0,22160.0,90.0,46.0,300.0,140.0,3200.0,100.0,160.0,69.0,170.0,1420.0,320.0,310.0,40.0,863.0,670.0,220.0,140.0,250.0,274.0,91.0,300.0,160.0,950.0,760.0,120.0,60.0,640.0,40.0,90.0,97.0,607.0,60.0,3550.0,260.0,61.0,740.0,110.0,1860.0,1210.0,120.0,170.0,50.0,130.0,330.0,50.0,43.0,380.0,390.0,99.0,130.0,40.0,9.0,133.0,5.0
Counsel outpatients or other patients during office visits.,counsel outpatients or other patients during office visits,Advise patients on effects of health conditions or treatments.,Advise patients or clients on medical issues.,Providing Consultation and Advice to Others,Psychiatrists,psychiatrists,29-1066.00,Psychiatrists,29-1223,29-1223.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,3.377872155069149,False,3.749568846153847,4.31,85.92,1.0964970077923208,0.4,E1,E0,281870.0,281870.0,342170.0,249720.0,124750.0,353500.0,266370.0,326670.0,279410.0,183080.0,316200.0,237480.0,289990.0,75470.0,258740.0,284110.0,295270.0,278100.0,237770.0,345040.0,300180.0,305320.0,281870.0,291850.0,336410.0,213680.0,312680.0,281870.0,135180.0,210030.0,246140.0,194070.0,227730.0,265890.0,168880.0,281870.0,244990.0,271640.0,314880.0,278970.0,287610.0,237250.0,226180.0,214880.0,228460.0,299670.0,302770.0,295010.0,304920.0,63320.0,331070.0,281870.0,281870.0,281870.0,281870.0,27980.0,378.0,50.0,380.0,150.0,5420.0,270.0,560.0,100.0,310.0,1930.0,470.0,170.0,110.0,870.0,410.0,170.0,60.0,160.0,90.0,80.0,460.0,1060.0,560.0,580.0,110.0,240.0,91.0,180.0,90.0,90.0,1290.0,156.0,4130.0,620.0,77.0,690.0,80.0,430.0,830.0,270.0,200.0,60.0,410.0,1690.0,260.0,80.0,370.0,360.0,90.0,550.0,50.0,12.0,168.0,6.0
"Counsel patients about drug regimens and possible side effects or interactions with other substances, such as food supplements, over-the-counter (OTC) medications, or herbal remedies.",counsel patients about drug regimens and possible side effects or interactions with other substances such as food supplements overthecounter otc medications or herbal remedies,Advise patients on effects of health conditions or treatments.,Advise patients or clients on medical issues.,Providing Consultation and Advice to Others,Nurse Practitioners,nurse practitioners,29-1171.00,Nurse Practitioners,29-1171,29-1171.00,Nurse Practitioners,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,3.669033370524394,False,3.99106,4.61,100.0,0.3296366407280515,0.2,E1,E2,132300.0,105750.0,155170.0,134420.0,125660.0,168520.0,132930.0,138470.0,131040.0,135880.0,129510.0,129430.0,135570.0,132540.0,130680.0,128830.0,130160.0,126650.0,122870.0,125600.0,130260.0,131110.0,142440.0,131450.0,133260.0,124730.0,129930.0,137210.0,132130.0,140670.0,137550.0,159310.0,137520.0,153510.0,128990.0,130070.0,124870.0,133390.0,155680.0,130140.0,135970.0,123290.0,128840.0,117590.0,131670.0,130920.0,134740.0,127810.0,156100.0,127320.0,131980.0,132200.0,118670.0,132300.0,132300.0,323040.0,5640.0,710.0,7219.999999999999,3970.0,25120.0,4270.0,3750.0,1430.0,680.0,21790.0,10460.0,550.0,1750.0,9270.0,7450.0,3240.0,3780.0,4770.0,5380.0,1650.0,6710.0,8070.0,8290.0,7779.999999999999,4690.0,7709.999999999999,1260.0,2340.0,1930.0,1770.0,9950.0,1770.0,22890.0,9800.0,1290.0,15400.0,3620.0,2820.0,10670.0,1180.0,5670.0,1020.0,12150.0,25970.0,2740.0,700.0,7110.0,6700.0,2550.0,5160.0,440.0,90.0,1937.0,66.0
"Counsel patients about nutrition, exercise, sleeping habits, stress management, or other matters.",counsel patients about nutrition exercise sleeping habits stress management or other matters,"Provide health and wellness advice to patients, program participants, or caregivers.",Advise patients or clients on medical issues.,Providing Consultation and Advice to Others,Chiropractors,chiropractors,29-1011.00,Chiropractors,29-1011,29-1011.00,Chiropractors,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0226142528590069,4.262577377602702,False,4.81576,4.53,100.0,0.8111571157115711,0.2,E0,E2,79200.0,80990.0,103500.0,100260.0,76290.0,75470.0,74040.0,79560.0,79200.0,79200.0,84280.0,61660.0,72800.0,80770.0,66650.0,77790.0,75050.0,57600.0,81740.0,80280.0,107300.0,85330.0,75940.0,71220.0,79510.0,78450.0,65090.0,76120.0,66050.0,74190.0,69990.0,134990.0,75040.0,120950.0,91540.0,77990.0,77710.0,85580.0,81540.0,67230.0,81840.0,79310.0,76210.0,83990.0,87520.0,53900.0,79200.0,88030.0,104070.0,83160.0,83020.0,62640.0,79200.0,69470.0,79200.0,39630.0,430.0,90.0,1050.0,320.0,2760.0,1340.0,240.0,140.0,178.0,3220.0,1500.0,220.0,220.0,2190.0,780.0,970.0,570.0,470.0,370.0,250.0,390.0,780.0,1270.0,1160.0,130.0,660.0,240.0,500.0,240.0,130.0,1370.0,140.0,1360.0,1020.0,360.0,1380.0,500.0,610.0,1770.0,170.0,680.0,260.0,500.0,2840.0,490.0,120.0,900.0,1130.0,60.0,1210.0,110.0,17.0,110.0,8.0
"Counsel patients or others on the background of neurological disorders including risk factors, or genetic or environmental concerns.",counsel patients or others on the background of neurological disorders including risk factors or genetic or environmental concerns,Advise patients on effects of health conditions or treatments.,Advise patients or clients on medical issues.,Providing Consultation and Advice to Others,Neurologists,neurologists,29-1069.04,Neurologists,29-1217,29-1217.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,3.947200000000001,False,3.2490753846153844,4.44,100.0,0.2650479291251385,0.1,E1,E2,248560.0,248560.0,354760.0,409610.0,317880.0,357080.0,356250.0,320680.0,248560.0,332000.0,322750.0,248560.0,248560.0,248560.0,237080.0,220210.0,248560.0,248560.0,338850.0,248560.0,248560.0,302840.0,248560.0,248560.0,381670.0,248560.0,248560.0,248560.0,269270.0,248560.0,248560.0,222120.0,248560.0,155990.0,325550.0,248560.0,248560.0,248560.0,248560.0,248560.0,248560.0,352680.0,248560.0,229670.0,360640.0,248560.0,434730.0,248560.0,327140.0,63500.0,342520.0,248560.0,248560.0,248560.0,248560.0,10590.0,143.0,100.0,80.0,70.0,1090.0,120.0,120.0,33.0,50.0,520.0,120.0,42.0,58.0,240.0,360.0,105.0,60.0,230.0,131.0,50.0,187.0,246.0,120.0,310.0,79.0,199.0,35.0,80.0,105.0,46.0,140.0,59.0,2810.0,180.0,29.0,940.0,116.0,133.0,30.0,34.0,40.0,31.0,220.0,660.0,100.0,40.0,278.0,180.0,60.0,130.0,19.0,5.0,64.0,2.0
"Counsel student athletes on academic, athletic, and personal issues.",counsel student athletes on academic athletic and personal issues,Coach others.,Coach others.,Coaching and Developing Others,Coaches and Scouts,coaches and scouts,27-2022.00,Coaches and Scouts,27-2022,27-2022.00,"Athletes, Coaches, Umpires, and Related Workers","Entertainers and Performers, Sports and Related Workers","Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.073383530536632,False,0.9630426923076922,4.32,85.83,0.0736943743817451,0.1,E0,E0,47320.0,47320.0,41170.0,53130.0,38930.0,47660.0,47110.0,54790.0,45200.0,65360.0,39370.0,48210.0,55860.0,46600.0,49120.0,44480.0,49350.0,42900.0,35570.0,60960.0,43640.0,50590.0,55130.0,47050.0,48050.0,47320.0,42790.0,48020.0,47810.0,51020.0,51490.0,76700.0,49980.0,59920.0,43840.0,37100.0,46530.0,41160.0,48960.0,48730.0,53630.0,42950.0,36360.0,37780.0,36510.0,45680.0,59990.0,46290.0,48030.0,52050.0,44800.0,49420.0,47320.0,32090.0,47320.0,248950.0,3140.0,350.0,4120.0,2070.0,31150.0,4120.0,4070.0,600.0,630.0,18120.0,4510.0,760.0,1410.0,8840.0,5960.0,3410.0,3300.0,2800.0,2550.0,1060.0,3960.0,6310.0,7910.0,4680.0,1770.0,4730.0,990.0,1180.0,2390.0,870.0,5670.0,590.0,11220.0,8530.0,1180.0,13150.0,2420.0,3930.0,8170.0,1170.0,3310.0,1290.0,6250.0,15300.0,2940.0,630.0,6810.0,11790.0,910.0,5480.0,470.0,106.0,610.0,51.0
"Counsel students in the handling of issues such as family, financial, and educational problems.",counsel students in the handling of issues such as family financial and educational problems,"Provide counsel, comfort, or encouragement to individuals or families.",Counsel others about personal matters.,Providing Consultation and Advice to Others,Residential Advisors,residential advisors,39-9041.00,Residential Advisors,39-9041,39-9041.00,Residential Advisors,Other Personal Care and Service Workers,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.344647105471848,False,0.3923288461538461,3.77,69.07,0.1623511244872982,0.7,E0,E0,42240.0,27650.0,46180.0,41480.0,38300.0,46650.0,44750.0,43620.0,34530.0,38480.0,40660.0,39380.0,36930.0,37160.0,44130.0,38850.0,36850.0,37680.0,30260.0,33800.0,43780.0,46950.0,48190.0,39730.0,48770.0,30900.0,36510.0,47230.0,45980.0,38790.0,49010.0,43880.0,37540.0,48380.0,39130.0,48590.0,38590.0,35390.0,47160.0,40010.0,45280.0,35780.0,38420.0,34700.0,37630.0,39240.0,44710.0,42890.0,48640.0,31840.0,41690.0,34500.0,42240.0,35540.0,42240.0,84760.0,2570.0,380.0,1260.0,910.0,8120.0,760.0,1250.0,350.0,670.0,1610.0,2460.0,640.0,400.0,2720.0,1360.0,780.0,510.0,1580.0,420.0,640.0,2640.0,5120.0,1770.0,3410.0,660.0,1380.0,350.0,230.0,190.0,420.0,1630.0,590.0,6150.0,2840.0,260.0,3070.0,1060.0,840.0,4380.0,460.0,1580.0,1780.0,2360.0,3630.0,990.0,170.0,2950.0,1810.0,1180.0,1190.0,152.0,36.0,30.0,17.0
"Counsel students regarding educational issues, such as course and program selection, class scheduling and registration, school adjustment, truancy, study habits, and career planning.",counsel students regarding educational issues such as course and program selection class scheduling and registration school adjustment truancy study habits and career planning,Counsel clients regarding educational or vocational issues.,Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,"Educational, Guidance, School, and Vocational Counselors",educational guidance school and vocational counselors,21-1012.00,"Educational, Guidance, and Career Counselors and Advisors",21-1012,21-1012.00,Counselors,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0030529241359659,3.655172413793103,False,2.0596707692307694,4.54,97.51,0.6462664890137225,0.4,E1,E2,64330.0,59570.0,82900.0,58250.0,59770.0,86500.0,64780.0,73910.0,74070.0,80470.0,53140.0,63720.0,61730.0,60320.0,62420.0,59260.0,56540.0,56590.0,64350.0,61870.0,58630.0,75820.0,79930.0,59440.0,64600.0,58710.0,58040.0,57900.0,62500.0,66710.0,71080.0,77910.0,77880.0,71610.0,57630.0,58960.0,61760.0,52040.0,66690.0,60880.0,75000.0,60340.0,51830.0,59960.0,67900.0,61320.0,64570.0,67660.0,82670.0,55520.0,62690.0,63430.0,64330.0,53000.0,62470.0,353310.0,4410.0,540.0,7330.0,2310.0,45140.0,6530.0,3370.0,1700.0,1690.0,22800.0,11460.0,1620.0,1990.0,13580.0,5610.0,3690.0,3100.0,5030.0,4820.0,1780.0,6600.0,11460.0,9170.0,4200.0,2620.0,8890.0,890.0,2190.0,2250.0,1650.0,8190.0,1780.0,23380.0,9430.0,840.0,13250.0,4830.0,3990.0,13570.0,1340.0,6460.0,1000.0,6470.0,31730.0,4070.0,1120.0,9450.0,6610.0,1260.0,5330.0,770.0,40.0,1050.0,90.0
Counsel students with adjustment or academic problems.,counsel students with adjustment or academic problems,Advise students on academic or career matters.,Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,"Teachers and Instructors, All Other",teachers and instructors all other,25-3099.00,"Substitute Teachers, Short-Term",25-3031,25-3031.00,"Substitute Teachers, Short-Term",Other Teachers and Instructors,Educational Instruction and Library Occupations,2026-05-31,0.0030529241359659,4.348044437680719,False,1.9103157692307693,4.01,80.84,0.1325242854974509,0.1,E0,E0,41670.0,25340.0,66920.0,38500.0,29230.0,60300.0,41670.0,38460.0,36510.0,49790.0,37080.0,38870.0,58530.0,34080.0,39410.0,36360.0,37230.0,36190.0,29730.0,27370.0,37440.0,46470.0,41350.0,39500.0,50390.0,22340.0,34790.0,28050.0,37690.0,24960.0,34990.0,43780.0,36400.0,43490.0,33780.0,42570.0,37150.0,23770.0,58280.0,44870.0,45590.0,30400.0,27840.0,29500.0,32040.0,36490.0,38200.0,39020.0,55740.0,49020.0,43950.0,36990.0,27210.0,41670.0,41670.0,524770.0,9290.0,1420.0,4710.0,2560.0,115660.0,9635.0,5950.0,1625.0,750.0,25270.0,16400.0,3990.0,1800.0,17220.0,9920.0,7300.0,9360.0,320.0,1090.0,2148.0,7610.0,8410.0,3600.0,8660.0,2390.0,11480.0,2370.0,3430.0,6600.0,1070.0,17100.0,3510.0,36090.0,20360.0,420.0,9140.0,4990.0,8090.0,22360.0,1910.0,7700.0,1610.0,7690.0,29150.0,4710.0,1400.0,24350.0,14820.0,4840.0,8420.0,2230.0,780.0,3147.0,108.0
Counsel workers about job and career-related issues.,counsel workers about job and careerrelated issues,Counsel clients on mental health or personal achievement.,Counsel others about personal matters.,Providing Consultation and Advice to Others,Industrial-Organizational Psychologists,industrialorganizational psychologists,19-3032.00,Industrial-Organizational Psychologists,19-3032,19-3032.00,Psychologists,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,3.9774989772262375,False,0.2753953846153846,3.04,88.46,0.0212194292224197,0.1,E2,E0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,174980.0,193950.0,193950.0,193950.0,193950.0,193950.0,139520.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,790.0,11.0,2.0,16.0,7.0,92.0,15.0,9.0,2.0,4.0,50.0,25.0,3.0,4.0,31.0,16.0,8.0,7.0,10.0,10.0,3.0,14.0,18.0,22.0,15.0,6.0,15.0,3.0,5.0,8.0,3.0,22.0,4.0,49.0,25.0,2.0,28.0,9.0,60.0,31.0,3.0,12.0,2.0,17.0,40.0,9.0,2.0,21.0,18.0,4.0,15.0,1.0,0.0,5.0,0.0
"Count, weigh, measure, or organize materials.",count weigh measure or organize materials,"Calculate weights, volumes or other characteristics of materials.","Measure physical characteristics of materials, products, or equipment.","Estimating the Quantifiable Characteristics of Products, Events, or Information","Office Clerks, General",office clerks general,43-9061.00,"Office Clerks, General",43-9061,43-9061.00,"Office Clerks, General",Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.975450246503673,True,1.1595461538461538,3.22,63.37,0.0695648842045376,0.1,E2,E0,45010.0,31200.0,51890.0,46420.0,37050.0,48460.0,53550.0,48280.0,42740.0,55040.0,44450.0,40590.0,42340.0,44830.0,45730.0,44520.0,44310.0,32370.0,37870.0,32480.0,45300.0,47270.0,49940.0,44820.0,47840.0,34900.0,42370.0,46480.0,37820.0,45460.0,49020.0,48570.0,37130.0,45890.0,41770.0,50160.0,43680.0,37240.0,49910.0,44950.0,47830.0,36840.0,38560.0,38860.0,39000.0,44060.0,48310.0,46410.0,50500.0,35020.0,44980.0,42840.0,26470.0,23860.0,37330.0,2464940.0,13130.0,3440.0,52710.0,29940.0,311490.0,31770.0,23190.0,7230.0,5670.0,189700.0,75390.0,12930.0,20790.0,95980.0,58480.0,23120.0,2130.0,29750.0,31790.0,11260.0,27290.0,47940.0,88030.0,55530.0,17600.0,56050.0,10390.0,10000.0,20430.0,12740.0,65130.0,11880.0,134280.0,67930.0,8440.0,89310.0,31870.0,27980.0,107500.0,7700.0,42250.0,1720.0,49880.0,218470.0,36470.0,5100.0,66550.0,49050.0,9430.0,51440.0,6670.0,760.0,20190.0,560.0
"Create, analyze, report, convert, or transfer data, using specialized applications program software.",create analyze report convert or transfer data using specialized applications program software,Analyze data to identify trends or relationships among variables.,Analyze scientific or applied data using mathematical principles.,Analyzing Data or Information,Geospatial Information Scientists and Technologists,geospatial information scientists and technologists,15-1199.04,Geographic Information Systems Technologists and Technicians,15-1299,15-1299.02,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.271371034308083,4.92514297385621,False,1.2962353846153845,3.71,91.3,0.0848371363370872,0.1,E2,E2,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,85452.0,3097.0,836.0,5510.0,1319.0,94388.0,13896.0,3651.0,860.0,20255.0,13710.0,24295.0,2449.0,1225.0,13143.0,3933.0,4534.0,1578.0,1850.0,5912.0,900.0,22446.0,7266.0,8762.0,4923.0,1708.0,14340.0,636.0,2685.0,3074.0,1142.0,14144.0,1943.0,11460.0,17771.0,860.0,6150.0,3910.0,2885.0,14580.0,977.0,5064.0,240.0,12872.0,67149.0,7867.0,1554.0,20020.0,16911.0,3980.0,5511.0,200.0,330.0,1036.0,47.0
"Create, analyze, report, convert, or transfer data, using specialized applications program software.",create analyze report convert or transfer data using specialized applications program software,Prepare data for analysis.,Process digital or online data.,Working with Computers,Geospatial Information Scientists and Technologists,geospatial information scientists and technologists,15-1199.04,Geographic Information Systems Technologists and Technicians,15-1299,15-1299.02,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.271371034308083,4.92514297385621,False,1.2962353846153845,3.71,91.3,0.0848371363370872,0.1,E2,E2,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,85452.0,3097.0,836.0,5510.0,1319.0,94388.0,13896.0,3651.0,860.0,20255.0,13710.0,24295.0,2449.0,1225.0,13143.0,3933.0,4534.0,1578.0,1850.0,5912.0,900.0,22446.0,7266.0,8762.0,4923.0,1708.0,14340.0,636.0,2685.0,3074.0,1142.0,14144.0,1943.0,11460.0,17771.0,860.0,6150.0,3910.0,2885.0,14580.0,977.0,5064.0,240.0,12872.0,67149.0,7867.0,1554.0,20020.0,16911.0,3980.0,5511.0,200.0,330.0,1036.0,47.0
"Create and maintain logs, records, or databases of information about fraudulent activity.",create and maintain logs records or databases of information about fraudulent activity,Maintain data in information systems or databases.,Maintain operational records.,Documenting/Recording Information,"Fraud Examiners, Investigators and Analysts",fraud examiners investigators and analysts,13-2099.04,"Fraud Examiners, Investigators and Analysts",13-2099,13-2099.04,Miscellaneous Financial Specialists,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,5.0,False,1.651846153846154,4.58,96.0,0.2670866300366301,0.2,E1,E2,81100.0,87110.0,77070.0,81180.0,60600.0,80810.0,87430.0,81100.0,80610.0,125110.0,61660.0,77540.0,77190.0,79440.0,81180.0,92410.0,79390.0,51160.0,65690.0,59860.0,109060.0,101400.0,99970.0,75040.0,83280.0,73920.0,75800.0,76350.0,66290.0,61930.0,83590.0,98630.0,80610.0,107490.0,80900.0,78260.0,90060.0,76980.0,83080.0,78610.0,78990.0,76400.0,86260.0,69240.0,71650.0,76530.0,75270.0,92930.0,80930.0,86200.0,64420.0,75810.0,81100.0,39270.0,81100.0,35460.0,284.0,70.0,488.0,199.0,7670.0,4030.0,384.0,714.0,1320.0,3736.0,2185.0,451.0,113.0,3140.0,1036.0,655.0,612.0,370.0,1605.0,671.0,2034.0,824.0,1406.0,440.0,215.0,1455.0,145.0,258.0,655.0,225.0,2957.0,386.0,5233.0,2249.0,81.0,2238.0,920.0,900.0,4030.0,274.0,499.0,48.0,1299.0,7273.0,1675.0,230.0,2721.0,1562.0,920.0,870.0,54.0,15.0,360.0,8.0
"Create basic designs, drawings, and illustrations for product labels, cartons, direct mail, or television.",create basic designs drawings and illustrations for product labels cartons direct mail or television,"Develop artistic or design concepts for decoration, exhibition, or commercial purposes.",Create artistic designs or performances.,Thinking Creatively,Multimedia Artists and Animators,multimedia artists and animators,27-1014.00,Special Effects Artists and Animators,27-1014,27-1014.00,Artists and Related Workers,Art and Design Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.7323,False,2.114417307692308,4.3,84.94,0.3108831765755808,0.2,E2,E2,102030.0,102030.0,102030.0,89650.0,102030.0,130540.0,91290.0,102030.0,102030.0,102030.0,85870.0,81390.0,102030.0,102030.0,81180.0,75250.0,47530.0,62720.0,50970.0,102030.0,102030.0,85830.0,80640.0,86630.0,64990.0,102030.0,65470.0,102030.0,50830.0,97350.0,102030.0,102030.0,54000.0,96770.0,88350.0,102030.0,67000.0,66980.0,102030.0,71760.0,80040.0,102030.0,102030.0,83080.0,78930.0,88210.0,102030.0,81510.0,133480.0,60940.0,64890.0,102030.0,102030.0,102030.0,102030.0,19970.0,110.0,42.0,190.0,166.0,7410.0,210.0,216.0,62.0,90.0,1530.0,350.0,80.0,109.0,630.0,300.0,199.0,183.0,40.0,247.0,82.0,170.0,464.0,230.0,30.0,148.0,80.0,65.0,90.0,370.0,87.0,320.0,80.0,1540.0,370.0,55.0,200.0,218.0,870.0,300.0,64.0,294.0,58.0,90.0,1795.0,320.0,39.0,380.0,1130.0,40.0,210.0,36.0,8.0,120.0,4.0
"Create billing documents, shipping labels, credit memorandums, or credit forms.",create billing documents shipping labels credit memorandums or credit forms,Prepare financial documents.,"Prepare financial documents, reports, or budgets.",Documenting/Recording Information,Billing and Posting Clerks,billing and posting clerks,43-3021.00,Billing and Posting Clerks,43-3021,43-3021.00,Billing and Posting Clerks,Financial Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.592252803261978,False,1.769831989966555,4.180434782608696,65.63956521739131,0.25,0.3362357179717979,E2,E1,48500.0,39520.0,52170.0,47730.0,38780.0,56260.0,52670.0,52000.0,52110.0,64330.0,46540.0,47390.0,51240.0,46440.0,49730.0,46400.0,47110.0,46420.0,45590.0,43170.0,47840.0,52210.0,56110.0,46890.0,55810.0,41190.0,46760.0,46730.0,47410.0,47430.0,50710.0,51750.0,46120.0,53320.0,47160.0,48550.0,46390.0,45120.0,51860.0,46890.0,52910.0,45250.0,46180.0,46330.0,45910.0,46470.0,50730.0,47580.0,56090.0,39300.0,48230.0,44880.0,26900.0,28490.0,43430.0,404060.0,3780.0,370.0,8490.0,4390.0,41290.0,8170.0,4170.0,1270.0,530.0,28560.0,11450.0,1340.0,2850.0,21010.0,8060.0,3660.0,3890.0,5200.0,5970.0,1850.0,5960.0,7430.0,12550.0,6300.0,3040.0,8550.0,1890.0,3310.0,3720.0,1480.0,14910.0,2050.0,32770.0,7000.0,660.0,19480.0,4460.0,5030.0,15800.0,980.0,5550.0,770.0,7990.0,31150.0,4000.0,890.0,7500.0,11960.0,2180.0,7790.0,580.0,80.0,4800.0,30.0
"Create business intelligence tools or systems, including design of related databases, spreadsheets, or outputs.",create business intelligence tools or systems including design of related databases spreadsheets or outputs,Create databases to store electronic data.,Design databases.,Thinking Creatively,Business Intelligence Analysts,business intelligence analysts,15-1199.08,Business Intelligence Analysts,15-2051,15-2051.01,Data Scientists,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.4648,False,0.7478846153846155,3.7,95.24,2.118646176715843,4.048473248639101,E2,E1,120230.0,103120.0,84110.0,107240.0,109390.0,141590.0,117400.0,126340.0,120230.0,126490.0,115820.0,104340.0,102130.0,89380.0,106560.0,91470.0,95830.0,98130.0,91760.0,78760.0,90880.0,136370.0,131750.0,100590.0,128800.0,69490.0,97090.0,100490.0,98230.0,98540.0,100620.0,135280.0,95850.0,130460.0,119090.0,81900.0,102630.0,86310.0,125990.0,106850.0,102440.0,91990.0,96150.0,100330.0,122090.0,108090.0,127070.0,126430.0,163350.0,85090.0,106680.0,120230.0,120230.0,80350.0,120230.0,137672.0,2738.0,362.0,7176.0,834.0,61864.0,9883.0,2770.0,1212.0,4218.0,16115.0,14573.0,472.0,2125.0,16556.0,5634.0,3620.0,771.0,2424.0,2046.0,1904.0,5256.0,14825.0,11583.0,6327.0,692.0,7444.0,346.0,3116.0,2644.0,1731.0,10119.0,881.0,37723.0,17988.0,330.0,9600.0,2990.0,3368.0,21734.0,1826.0,3750.000000000001,346.0,4391.0,40697.0,6862.0,200.00000000000003,14038.0,15108.0,614.0,6877.0,247.0,58.0,100.0,28.0
"Create core game features, including storylines, role-play mechanics, and character biographies for a new video game or game franchise.",create core game features including storylines roleplay mechanics and character biographies for a new video game or game franchise,Design video game features or details.,Design computer or information systems or applications.,Thinking Creatively,Video Game Designers,video game designers,15-1199.11,Video Game Designers,15-1255,15-1255.01,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.496860441563703,False,1.3376923076923075,4.45,100.0,1.8908737990702844,1.741696596923107,E2,E1,104000.0,51860.0,71300.0,98070.0,104000.0,136110.0,95880.0,94660.0,93880.0,107650.0,77730.0,103810.0,104000.0,64250.0,85710.0,63430.0,69060.0,70620.0,77000.0,68790.0,104000.0,96760.0,113540.0,81010.0,82650.0,48550.0,70970.0,77030.0,65520.0,80120.0,111150.0,95310.0,53300.0,120990.0,97990.0,64260.0,83360.0,76440.0,102220.0,104160.0,105990.0,80930.0,104000.0,63510.0,102650.0,99990.0,104000.0,77140.0,130480.0,71880.0,95340.0,67020.0,31200.0,48700.0,104000.0,56665.0,130.0,30.0,810.0,472.0,27090.0,3250.0,1060.0,130.0,480.0,4620.0,2800.0,50.0,340.0,2050.0,1160.0,670.0,200.0,590.0,170.0,380.0,1310.0,2740.0,1750.0,1520.0,230.0,1210.0,100.0,720.0,1180.0,430.0,2170.0,200.0,16560.0,3400.0,40.0,2520.0,340.0,1230.0,2820.0,240.0,800.0,166.0,3610.0,5910.0,1060.0,110.0,1990.0,11580.0,200.0,880.0,110.0,30.0,230.0,12.0
"Create debt management plans, spending plans, or budgets to assist clients to meet financial goals.",create debt management plans spending plans or budgets to assist clients to meet financial goals,Develop financial plans for clients.,Develop financial or business plans.,Thinking Creatively,Credit Counselors,credit counselors,13-2071.00,Credit Counselors,13-2071,13-2071.00,Credit Counselors and Loan Officers,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.428571428571429,False,4.066421153846154,4.76,100.0,0.6804318724483007,0.2,E2,E2,52230.0,48120.0,52230.0,51480.0,45060.0,67120.0,57130.0,54710.0,52840.0,63580.0,46300.0,64080.0,52230.0,51130.0,51930.0,48180.0,48130.0,52230.0,48150.0,47250.0,55490.0,60450.0,63240.0,52160.0,62160.0,45990.0,30580.0,52230.0,62510.0,55480.0,58830.0,57180.0,50390.0,63030.0,46180.0,52220.0,51160.0,46950.0,59150.0,58330.0,58480.0,53190.0,48890.0,38730.0,48220.0,51330.0,52230.0,51550.0,62360.0,45860.0,52140.0,42580.0,52230.0,50010.0,52230.0,27770.0,375.0,58.0,980.0,50.0,2160.0,360.0,100.0,40.0,110.0,2410.0,460.0,111.0,90.0,1170.0,740.0,440.0,255.0,220.0,130.0,170.0,350.0,770.0,1260.0,580.0,210.0,521.0,91.0,260.0,170.0,170.0,530.0,200.0,2020.0,320.0,30.0,890.0,230.0,280.0,1110.0,130.0,250.0,81.0,950.0,3950.0,190.0,54.0,760.0,560.0,150.0,770.0,40.0,12.0,167.0,6.0
"Create designs, concepts, and sample layouts, based on knowledge of layout principles and esthetic design concepts.",create designs concepts and sample layouts based on knowledge of layout principles and esthetic design concepts,"Design layout of art or product exhibits, displays, or promotional materials.",Create visual designs or displays.,Thinking Creatively,Graphic Designers,graphic designers,27-1024.00,Graphic Designers,27-1024,27-1024.00,Designers,Art and Design Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0113071264295034,4.844029326102239,False,4.536219999999999,4.5,100.0,1.9497621666404787,0.5,E2,E2,62960.0,51070.0,62570.0,58510.0,46220.0,75130.0,66330.0,72700.0,60130.0,87920.0,61660.0,60250.0,58070.0,50350.0,62560.0,55480.0,50310.0,53630.0,52960.0,49910.0,60030.0,75120.0,76710.0,57350.0,63860.0,45640.0,56750.0,56890.0,56700.0,62890.0,60490.0,73790.0,56730.0,77340.0,58450.0,56470.0,60080.0,53630.0,66040.0,60730.0,78220.0,57170.0,48390.0,57270.0,60150.0,62310.0,65690.0,72310.0,72710.0,40350.0,59900.0,45150.0,33800.0,34180.0,62960.0,197830.0,1760.0,180.0,3560.0,1390.0,27390.0,4200.0,1930.0,360.0,1150.0,12660.0,5920.0,520.0,920.0,8960.0,3450.0,2100.0,1730.0,2060.0,1750.0,560.0,3050.0,4450.0,6070.0,5570.0,830.0,4500.0,610.0,1670.0,1570.0,790.0,5670.0,850.0,14530.0,5660.0,460.0,7280.0,2040.0,4140.0,8150.0,750.0,1930.0,470.0,3880.000000000001,13670.0,2720.0,410.0,4740.0,3960.0,520.0,4130.0,240.0,70.0,1280.0,41.0
Create developmentally appropriate lesson plans.,create developmentally appropriate lesson plans,Develop educational or training programs.,"Develop educational programs, plans, or procedures.",Thinking Creatively,Childcare Workers,childcare workers,39-9011.00,Childcare Workers,39-9011,39-9011.00,Childcare Workers,Other Personal Care and Service Workers,Personal Care and Service Occupations,2026-05-31,0.0226142528590069,4.7226465730801,False,1.2175523076923076,4.08,82.39,0.4640555083525786,0.5,E2,E2,34980.0,22720.0,36200.0,35100.0,28450.0,40020.0,40750.0,36660.0,33210.0,47340.0,34210.0,28020.0,37030.0,30160.0,35830.0,30180.0,28420.0,29240.0,28920.0,22900.0,36350.0,36030.0,40900.0,30970.0,35520.0,22050.0,30790.0,35120.0,30740.0,29740.0,37080.0,36390.0,35840.0,37590.0,29140.0,30290.0,29680.0,27730.0,38650.0,30140.0,36940.0,29650.0,27940.0,29660.0,28570.0,31630.0,38030.0,34330.0,41680.0,27710.0,32460.0,28250.0,22020.0,22600.0,28010.0,518910.0,4580.0,1340.0,5530.0,5400.0,52780.0,13310.0,12020.0,1230.0,1350.0,21760.0,21040.0,1870.0,4430.0,23900.0,8280.0,6020.0,7430.0,5820.0,8000.0,4990.0,9750.0,13140.0,14010.0,11570.0,5420.0,12430.0,2190.0,9390.0,3740.0,2820.0,25070.0,4120.0,44020.0,12550.0,4030.0,11300.0,7590.0,5240.0,13000.0,1800.0,10660.0,2370.0,13650.0,34160.0,4830.0,1007.0,13930.0,4340.0,1930.0,5560.0,1110.0,221.0,1960.0,50.0
"Create diagrams to communicate environmental remediation planning, using geographic information systems (GIS), computer-aided design (CAD), or other mapping or diagramming software.",create diagrams to communicate environmental remediation planning using geographic information systems gis computeraided design cad or other mapping or diagramming software,Create images or other visual displays.,Create visual designs or displays.,Thinking Creatively,Environmental Restoration Planners,environmental restoration planners,19-2041.02,Environmental Restoration Planners,19-2041,19-2041.02,Environmental Scientists and Geoscientists,Physical Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.666633336666333,False,0.1224792307692307,3.22,81.82,0.1012679283240281,1.362508635037537,E2,E2,82220.0,72490.0,91960.0,80600.0,57220.0,106510.0,85990.0,82070.0,64690.0,132620.0,60830.0,85710.0,79510.0,70350.0,81590.0,64700.0,78780.0,78210.0,71040.0,69820.0,66480.0,84190.0,100640.0,76080.0,88000.0,57780.0,61050.0,80260.0,64040.0,83050.0,80810.0,79210.0,86630.0,82160.0,74130.0,84570.0,78540.0,75910.0,97440.0,76110.0,100730.0,74910.0,68230.0,76840.0,92000.0,90710.0,77460.0,82230.0,98300.0,82100.0,72820.0,74050.0,68640.0,53030.0,53830.0,16871.0,329.0,325.0,745.0,102.0,4722.0,975.0,234.0,110.0,480.0,2249.0,662.0,253.0,253.0,586.0,488.0,261.0,223.0,378.0,605.0,200.0,665.0,1108.0,1172.0,854.0,147.0,522.0,215.0,193.0,185.0,181.0,1191.0,355.0,1399.0,1569.0,91.0,930.0,197.0,518.0,1142.0,125.0,185.0,91.0,465.0,2128.0,386.0,185.0,1077.0,1690.0,95.0,348.0,155.0,30.0,147.0,15.0
Create drink recipes.,create drink recipes,Create new recipes or food presentations.,Develop recipes or menus.,Thinking Creatively,Bartenders,bartenders,35-3011.00,Bartenders,35-3011,35-3011.00,Bartenders,Food and Beverage Serving Workers,Food Preparation and Serving Related Occupations,2026-05-31,0.0030529241359659,4.7907,False,0.5447680769230769,3.42,74.93,0.0788138168891497,0.2,E1,E1,34340.0,27980.0,30460.0,45070.0,25090.0,36220.0,38170.0,38780.0,36840.0,53920.0,35150.0,22830.0,76490.0,27240.0,31200.0,22770.0,21720.0,27940.0,28780.0,20850.0,48920.0,37580.0,37440.0,36780.0,26900.0,28320.0,30090.0,26010.0,30180.0,27460.0,28800.0,44020.0,36980.0,61210.0,36470.0,29040.0,30880.0,24790.0,38900.0,28420.0,36410.0,19370.0,29400.0,27480.0,22690.0,32150.0,45450.0,47070.0,55830.0,29630.0,23460.0,22030.0,20700.0,22630.0,61380.0,756390.0,6560.0,2280.0,14840.0,3020.0,71470.0,17000.0,7680.0,2820.0,5760.0,55170.0,14600.0,3540.0,3430.0,43010.0,12880.0,9560.0,5430.0,6870.0,10140.0,3230.0,13020.0,19850.0,21100.0,24420.0,2770.0,14410.0,5370.0,7320.0,16830.0,3840.0,16260.0,3790.0,43130.0,20070.0,3960.0,27420.0,5860.0,11950.0,37490.0,3170.0,10680.0,3930.0,10330.0,59000.0,3350.0,2080.0,13370.0,16800.0,3340.0,29520.0,2660.0,280.0,3480.0,490.0
Create embedded software design programs.,create embedded software design programs,Develop software or computer applications.,Design computer or information systems or applications.,Thinking Creatively,Mechatronics Engineers,mechatronics engineers,17-2199.05,Mechatronics Engineers,17-2199,17-2199.05,Miscellaneous Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0226142528590069,4.8222511516122575,False,0.1843473076923077,3.46,49.39,0.0364219061207083,0.5,E2,E1,122930.0,152550.0,142390.0,102280.0,76940.0,130850.0,132590.0,124110.0,103580.0,151920.0,105410.0,112260.0,122800.0,130970.0,111930.0,120880.0,103090.0,76100.0,99830.0,99070.0,120430.0,129770.0,131260.0,121000.0,108850.0,111030.0,102980.0,97470.0,88490.0,103780.0,128130.0,132450.0,162070.0,117600.0,112450.0,100250.0,120470.0,119810.0,123220.0,108950.0,117080.0,110490.0,112260.0,96640.0,115810.0,110320.0,126550.0,148160.0,134570.0,118800.0,110360.0,113050.0,100010.0,81370.0,122930.0,14291.0,2247.0,130.0,1117.0,532.0,18577.0,1649.0,1578.0,44.0,2312.0,5584.0,2675.0,714.0,364.0,1636.0,1000.0,714.0,506.0,325.0,4097.0,383.0,4766.0,1851.0,5000.0,838.0,312.0,1201.0,156.0,195.0,565.0,396.0,2948.0,1422.0,3740.0,2773.0,143.0,4545.0,558.0,1318.0,2110.0,247.0,831.0,71.0,2857.0,7025.0,1136.0,253.0,3285.0,2324.0,429.0,448.0,71.0,52.0,578.0,3.0
"Create graphs, charts, or other visualizations to convey the results of data analysis using specialized software.",create graphs charts or other visualizations to convey the results of data analysis using specialized software,Prepare graphics or other visual representations of information.,Create visual designs or displays.,Thinking Creatively,"Mathematical Science Occupations, All Other",mathematical science occupations all other,15-2099.00,Data Scientists,15-2051,15-2051.00,Data Scientists,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0678427585770207,4.606411936687166,False,0.384268783229638,3.743014705882353,90.18404411764706,0.2842959926003207,0.7178034274636526,E2,E2,120230.0,103120.0,84110.0,107240.0,109390.0,141590.0,117400.0,126340.0,120230.0,126490.0,115820.0,104340.0,102130.0,89380.0,106560.0,91470.0,95830.0,98130.0,91760.0,78760.0,90880.0,136370.0,131750.0,100590.0,128800.0,69490.0,97090.0,100490.0,98230.0,98540.0,100620.0,135280.0,95850.0,130460.0,119090.0,81900.0,102630.0,86310.0,125990.0,106850.0,102440.0,91990.0,96150.0,100330.0,122090.0,108090.0,127070.0,126430.0,163350.0,85090.0,106680.0,120230.0,120230.0,80350.0,120230.0,7755.0,154.0,20.0,404.0,47.0,3485.0,557.0,156.0,68.0,238.0,908.0,821.0,27.0,120.0,933.0,317.0,204.0,43.0,137.0,115.0,107.0,296.0,835.0,652.0,356.0,39.0,419.0,20.0,176.0,149.0,98.0,570.0,50.0,2125.0,1013.0,19.0,541.0,168.0,190.0,1224.0,103.0,3750.0,20.0,247.0,2293.0,387.0,200.0,791.0,851.0,35.0,387.0,14.0,3.0,100.0,2.0
"Create graphs, charts, or other visualizations to convey the results of data analysis using specialized software.",create graphs charts or other visualizations to convey the results of data analysis using specialized software,Prepare analytical reports.,Present research or technical information.,Documenting/Recording Information,"Mathematical Science Occupations, All Other",mathematical science occupations all other,15-2099.00,Data Scientists,15-2051,15-2051.00,Data Scientists,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0678427585770207,4.606411936687166,False,0.384268783229638,3.743014705882353,90.18404411764706,0.2842959926003207,0.7178034274636526,E2,E2,120230.0,103120.0,84110.0,107240.0,109390.0,141590.0,117400.0,126340.0,120230.0,126490.0,115820.0,104340.0,102130.0,89380.0,106560.0,91470.0,95830.0,98130.0,91760.0,78760.0,90880.0,136370.0,131750.0,100590.0,128800.0,69490.0,97090.0,100490.0,98230.0,98540.0,100620.0,135280.0,95850.0,130460.0,119090.0,81900.0,102630.0,86310.0,125990.0,106850.0,102440.0,91990.0,96150.0,100330.0,122090.0,108090.0,127070.0,126430.0,163350.0,85090.0,106680.0,120230.0,120230.0,80350.0,120230.0,7755.0,154.0,20.0,404.0,47.0,3485.0,557.0,156.0,68.0,238.0,908.0,821.0,27.0,120.0,933.0,317.0,204.0,43.0,137.0,115.0,107.0,296.0,835.0,652.0,356.0,39.0,419.0,20.0,176.0,149.0,98.0,570.0,50.0,2125.0,1013.0,19.0,541.0,168.0,190.0,1224.0,103.0,3750.0,20.0,247.0,2293.0,387.0,200.0,791.0,851.0,35.0,387.0,14.0,3.0,100.0,2.0
Create itemized invoices to record amounts due for services rendered.,create itemized invoices to record amounts due for services rendered,Record sales or transactions data.,Maintain sales or financial records.,Documenting/Recording Information,"Entertainers and Performers, Sports and Related Workers, All Other",entertainers and performers sports and related workers all other,27-2099.00,"Disc Jockeys, Except Radio",27-2091,27-2091.00,"Miscellaneous Entertainers and Performers, Sports and Related Workers","Entertainers and Performers, Sports and Related Workers","Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.6429,False,1.429461802884615,4.0600000000000005,60.10875,0.2030284816124401,0.125,E2,E1,44948.8,44948.8,44948.8,46072.0,44948.8,44948.8,43492.8,44948.8,44948.8,44948.8,34112.0,43035.2,113464.0,46446.4,47569.6,44948.8,44948.8,44948.8,44948.8,44948.8,44948.8,44948.8,44948.8,44948.8,44948.8,44948.8,32926.4,44948.8,44948.8,24960.0,44948.8,44948.8,44948.8,53060.80000000001,54704.0,44948.8,44948.8,44948.8,32344.0,44948.8,44948.8,44948.8,56721.6,45240.0,37564.8,44948.8,44948.8,44948.8,47403.19999999999,44948.8,57595.2,44948.8,44948.8,44948.8,44948.8,7920.0,107.0,16.0,80.0,66.0,2190.0,60.0,86.0,25.0,36.0,502.0,140.0,70.0,100.0,309.0,162.0,130.0,73.0,101.0,98.0,32.0,140.0,150.0,360.0,149.0,59.0,360.0,26.0,80.0,79.0,35.0,220.0,44.0,450.0,100.0,22.0,190.0,86.0,40.0,100.0,25.0,117.0,50.0,166.0,820.0,88.0,15.0,208.0,180.0,35.0,360.0,14.0,3.0,47.0,2.0
"Create, maintain, and enter information into databases.",create maintain and enter information into databases,Enter information into databases or software programs.,Process digital or online data.,Working with Computers,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",secretaries and administrative assistants except legal medical and executive,43-6014.00,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",43-6014,43-6014.00,Secretaries and Administrative Assistants,Secretaries and Administrative Assistants,Office and Administrative Support Occupations,2026-05-31,0.6897347121997109,4.8513750128746524,False,2.6978334615384614,4.22,93.08,0.215899364793514,0.1,E2,E1,47540.0,41630.0,48530.0,47940.0,37630.0,55400.0,48690.0,57210.0,47970.0,59910.0,45900.0,41600.0,50830.0,43710.0,48310.0,44270.0,45150.0,42270.0,44200.0,38790.0,49820.0,48680.0,57940.0,46020.0,51400.0,37340.0,43540.0,43940.0,46760.0,46570.0,48080.0,50260.0,46450.0,49600.0,45790.0,47480.0,46230.0,39660.0,51740.0,46270.0,52140.0,44880.0,41700.0,45810.0,45140.0,47050.0,48920.0,47620.0,57330.0,40370.0,47710.0,45450.0,36030.0,25730.0,44040.0,1706790.0,45050.0,5390.0,31220.000000000004,8590.0,158630.0,29120.0,22650.0,6320.0,11800.0,104000.0,44430.0,7020.0,7570.0,74280.0,20100.0,12830.0,32120.000000000004,18420.0,28040.0,6740.0,54890.0,37750.0,40830.0,31330.0,14720.0,33180.0,4520.0,16240.000000000002,16790.0,9050.0,65960.0,25430.0,122490.0,43690.0,5800.0,54790.0,20120.0,23150.0,65310.0,5200.0,30180.0,6120.0,34580.0,149650.0,14870.0,3360.0,31580.000000000004,31710.0,8820.0,28100.0,2250.0,1610.0,17810.0,530.0
"Create marketing or outreach media, such as brochures or Web sites, to communicate sustainability issues, procedures, or objectives.",create marketing or outreach media such as brochures or web sites to communicate sustainability issues procedures or objectives,Create marketing materials.,Develop marketing or promotional materials.,Thinking Creatively,Sustainability Specialists,sustainability specialists,13-1199.05,Sustainability Specialists,13-1199,13-1199.05,Miscellaneous Business Operations Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.77150428047289,False,0.1855092307692307,3.43,95.65,0.1275850705182749,0.9565671869939636,E2,E2,83050.0,100240.0,94740.0,83280.0,61240.0,87570.0,92520.0,85530.0,95040.0,108160.0,79650.0,78410.0,92620.0,76400.0,82070.0,79030.0,80470.0,83350.0,74690.0,63220.0,78830.0,101500.0,93270.0,81810.0,77820.0,76980.0,80420.0,74990.0,77980.0,67330.0,83740.0,91060.0,79100.0,83450.0,80230.0,80500.0,79350.0,93640.0,77170.0,80590.0,88130.0,79110.0,85340.0,78690.0,80820.0,80190.0,71710.0,85200.0,100360.0,69240.0,67370.0,74060.0,88610.0,46700.0,65170.0,107441.0,2763.0,799.0,4827.0,3242.0,61277.0,18055.0,2226.0,633.0,14940.0,26183.0,26665.0,4030.0,1083.0,13022.0,2487.0,3914.0,3878.0,2321.0,6725.0,1672.0,15742.0,7080.0,8278.0,6487.0,1633.0,15770.0,1882.0,1004.0,3613.0,759.0,13524.0,3341.0,11382.0,16280.0,716.0,12528.0,2253.0,5898.0,10773.0,886.0,3522.0,372.0,4661.0,41222.0,1191.0,965.0,17853.0,20419.0,1609.0,4827.0,700.0,186.0,3700.0,146.0
Create novel computational approaches and analytical tools as required by research goals.,create novel computational approaches and analytical tools as required by research goals,Develop software or applications for scientific or technical use.,Design computer or information systems or applications.,Thinking Creatively,Bioinformatics Scientists,bioinformatics scientists,19-1029.01,Bioinformatics Scientists,19-1029,19-1029.01,Biological Scientists,Life Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.0113071264295034,4.657369706840391,False,0.5859738461538462,4.24,76.84,2.815084009959944,7.0,E2,E1,98920.0,87260.0,106870.0,90290.0,76400.0,113530.0,93970.0,111940.0,113400.0,84590.0,83780.0,96820.0,95600.0,83320.0,82640.0,84570.0,82720.0,76400.0,79400.0,69590.0,104570.0,121680.0,107100.0,81540.0,76400.0,91170.0,63290.0,91560.0,82770.0,74210.0,83740.0,104750.0,84120.0,104120.0,100070.0,98920.0,95560.0,79950.0,86260.0,100780.0,101750.0,91560.0,73920.0,80500.0,80870.0,93250.0,77960.0,96030.0,108110.0,84590.0,78480.0,91560.0,78850.0,76400.0,98920.0,30550.0,558.0,607.0,1247.0,591.0,19495.0,1395.0,279.0,95.0,1395.0,3151.0,2018.0,607.0,706.0,2133.0,1050.0,903.0,1247.0,427.0,952.0,558.0,8156.0,4808.0,1411.0,1231.0,525.0,1838.0,903.0,394.0,673.0,509.0,886.0,689.0,4135.0,4562.0,84.0,1001.0,492.0,1149.0,2970.0,164.0,394.0,279.0,689.0,4070.0,968.0,148.0,2708.0,4299.0,377.0,1214.0,279.0,82.0,427.0,7.0
Create or administer training and awareness presentations or materials.,create or administer training and awareness presentations or materials,Develop training materials.,Prepare informational or instructional materials.,Documenting/Recording Information,Business Continuity Planners,business continuity planners,13-1199.04,Business Continuity Planners,13-1199,13-1199.04,Miscellaneous Business Operations Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.871310981730576,False,0.0588692307692307,4.09,100.0,0.0083032142857142,0.3,E2,E1,83050.0,100240.0,94740.0,83280.0,61240.0,87570.0,92520.0,85530.0,95040.0,108160.0,79650.0,78410.0,92620.0,76400.0,82070.0,79030.0,80470.0,83350.0,74690.0,63220.0,78830.0,101500.0,93270.0,81810.0,77820.0,76980.0,80420.0,74990.0,77980.0,67330.0,83740.0,91060.0,79100.0,83450.0,80230.0,80500.0,79350.0,93640.0,77170.0,80590.0,88130.0,79110.0,85340.0,78690.0,80820.0,80190.0,71710.0,85200.0,100360.0,69240.0,67370.0,74060.0,88610.0,46700.0,65170.0,209360.0,5385.0,1556.0,9406.0,6317.0,119404.0,35182.0,4337.0,1233.0,29112.0,51020.0,51960.0,4030.0,2111.0,25375.0,4846.0,7626.0,7557.0,4522.0,13104.0,3259.0,30675.0,13797.0,16131.0,12641.0,3182.0,15769.999999999998,3667.0,1957.0,7041.0,1479.0,26354.0,6509.0,22178.0,31723.0,1394.0,24412.0,4391.0,11494.0,20992.0,1726.0,6864.0,724.0,9082.0,80324.0,2321.0,1880.0,34789.0,39789.0,3135.0,9406.0,1364.0,362.0,7210.0,285.0
Create or administer training and awareness presentations or materials.,create or administer training and awareness presentations or materials,Train personnel in organizational or compliance procedures.,Train others on operational or work procedures.,Training and Teaching Others,Business Continuity Planners,business continuity planners,13-1199.04,Business Continuity Planners,13-1199,13-1199.04,Miscellaneous Business Operations Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.871310981730576,False,0.0588692307692307,4.09,100.0,0.0083032142857142,0.3,E2,E1,83050.0,100240.0,94740.0,83280.0,61240.0,87570.0,92520.0,85530.0,95040.0,108160.0,79650.0,78410.0,92620.0,76400.0,82070.0,79030.0,80470.0,83350.0,74690.0,63220.0,78830.0,101500.0,93270.0,81810.0,77820.0,76980.0,80420.0,74990.0,77980.0,67330.0,83740.0,91060.0,79100.0,83450.0,80230.0,80500.0,79350.0,93640.0,77170.0,80590.0,88130.0,79110.0,85340.0,78690.0,80820.0,80190.0,71710.0,85200.0,100360.0,69240.0,67370.0,74060.0,88610.0,46700.0,65170.0,209360.0,5385.0,1556.0,9406.0,6317.0,119404.0,35182.0,4337.0,1233.0,29112.0,51020.0,51960.0,4030.0,2111.0,25375.0,4846.0,7626.0,7557.0,4522.0,13104.0,3259.0,30675.0,13797.0,16131.0,12641.0,3182.0,15769.999999999998,3667.0,1957.0,7041.0,1479.0,26354.0,6509.0,22178.0,31723.0,1394.0,24412.0,4391.0,11494.0,20992.0,1726.0,6864.0,724.0,9082.0,80324.0,2321.0,1880.0,34789.0,39789.0,3135.0,9406.0,1364.0,362.0,7210.0,285.0
"Create or distribute offline promotional material, such as brochures, pamphlets, business cards, stationary, or signage.",create or distribute offline promotional material such as brochures pamphlets business cards stationary or signage,Create marketing materials.,Develop marketing or promotional materials.,Thinking Creatively,Online Merchants,online merchants,13-1199.06,Online Merchants,13-1199,13-1199.06,Miscellaneous Business Operations Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0339213792885103,4.672714300275201,True,1.2107234615384614,3.13,57.23,0.0708925138779099,0.1,E2,E2,83050.0,100240.0,94740.0,83280.0,61240.0,87570.0,92520.0,85530.0,95040.0,108160.0,79650.0,78410.0,92620.0,76400.0,82070.0,79030.0,80470.0,83350.0,74690.0,63220.0,78830.0,101500.0,93270.0,81810.0,77820.0,76980.0,80420.0,74990.0,77980.0,67330.0,83740.0,91060.0,79100.0,83450.0,80230.0,80500.0,79350.0,93640.0,77170.0,80590.0,88130.0,79110.0,85340.0,78690.0,80820.0,80190.0,71710.0,85200.0,100360.0,69240.0,67370.0,74060.0,88610.0,46700.0,65170.0,304887.0,7842.0,2266.0,13698.0,9199.0,173886.0,51235.0,6316.0,1795.0,42395.0,74300.0,75669.0,4030.0,3074.0,36954.0,7056.0,11106.0,11005.0,6585.0,19083.0,4745.0,44672.0,20092.0,23491.0,18410.0,4633.0,15770.0,5340.0,2849.0,10254.0,2154.0,38378.0,9480.0,32298.0,46198.0,2031.0,35551.0,6395.0,16738.0,30570.0,2513.0,9996.0,1055.0,13227.0,116975.0,3380.0,2737.0,50663.0,57943.0,4566.0,13698.0,1986.0,527.0,10500.0,415.0
"Create or implement security standards, policies, and procedures.",create or implement security standards policies and procedures,Implement organizational process or policy changes.,Implement procedures or processes.,Making Decisions and Solving Problems,Security Managers,security managers,11-9199.07,Security Managers,11-3013,11-3013.01,Administrative Services and Facilities Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.80172777075432,False,0.1589346153846154,4.2,100.0,0.1044231391076114,0.7999999999999999,E1,E2,106660.0,121010.0,113510.0,99880.0,89810.0,118620.0,122510.0,110990.0,129260.0,115770.0,98780.0,114360.0,108750.0,99870.0,106980.0,104560.0,99010.0,117270.0,100720.0,97120.0,98310.0,97700.0,124100.0,98150.0,109720.0,93640.0,100380.0,96100.0,102150.0,101850.0,106690.0,124110.0,108110.0,131350.0,108130.0,92040.0,97740.0,90390.0,110710.0,95290.0,106510.0,103940.0,101280.0,106730.0,99430.0,99320.0,88710.0,116540.0,139990.0,95050.0,103620.0,106330.0,79560.0,72500.0,66420.0,78090.0,940.0,870.0,3430.0,880.0,20550.0,2150.0,2650.0,240.0,930.0,8620.0,2670.0,760.0,610.0,9180.0,4110.0,2340.0,1080.0,1070.0,1160.0,670.0,5210.0,6070.0,4920.0,3000.0,930.0,1920.0,340.0,1430.0,1250.0,550.0,5690.0,390.0,9580.0,4810.0,270.0,6030.0,1040.0,1830.0,6870.0,470.0,1750.0,370.0,2580.0,13140.0,1770.0,500.0,2950.0,2790.0,610.0,2010.0,190.0,60.0,710.0,93.0
"Create or implement security standards, policies, and procedures.",create or implement security standards policies and procedures,"Develop safety standards, policies, or procedures.","Develop safety standards, policies, or procedures.",Thinking Creatively,Security Managers,security managers,11-9199.07,Security Managers,11-3013,11-3013.01,Administrative Services and Facilities Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.80172777075432,False,0.1589346153846154,4.2,100.0,0.1044231391076114,0.7999999999999999,E1,E2,106660.0,121010.0,113510.0,99880.0,89810.0,118620.0,122510.0,110990.0,129260.0,115770.0,98780.0,114360.0,108750.0,99870.0,106980.0,104560.0,99010.0,117270.0,100720.0,97120.0,98310.0,97700.0,124100.0,98150.0,109720.0,93640.0,100380.0,96100.0,102150.0,101850.0,106690.0,124110.0,108110.0,131350.0,108130.0,92040.0,97740.0,90390.0,110710.0,95290.0,106510.0,103940.0,101280.0,106730.0,99430.0,99320.0,88710.0,116540.0,139990.0,95050.0,103620.0,106330.0,79560.0,72500.0,66420.0,78090.0,940.0,870.0,3430.0,880.0,20550.0,2150.0,2650.0,240.0,930.0,8620.0,2670.0,760.0,610.0,9180.0,4110.0,2340.0,1080.0,1070.0,1160.0,670.0,5210.0,6070.0,4920.0,3000.0,930.0,1920.0,340.0,1430.0,1250.0,550.0,5690.0,390.0,9580.0,4810.0,270.0,6030.0,1040.0,1830.0,6870.0,470.0,1750.0,370.0,2580.0,13140.0,1770.0,500.0,2950.0,2790.0,610.0,2010.0,190.0,60.0,710.0,93.0
"Create or interpret engineering drawings, schematic diagrams, formulas, or blueprints for management or engineering staff.",create or interpret engineering drawings schematic diagrams formulas or blueprints for management or engineering staff,Prepare drawings or diagrams of products or services.,Create visual designs or displays.,Thinking Creatively,Industrial Engineering Technicians,industrial engineering technicians,17-3026.00,Industrial Engineering Technologists and Technicians,17-3026,17-3026.00,"Engineering Technologists and Technicians, Except Drafters","Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0339213792885103,4.708471844464592,False,0.6634380769230769,3.407777777777778,69.135,0.2333333333333333,2.257005697765359,E2,E2,66120.0,66510.0,66120.0,66040.0,62210.0,79070.0,66850.0,69260.0,66120.0,66120.0,61350.0,65060.0,66120.0,63150.0,71090.0,63110.0,64410.0,61000.0,61140.0,66120.0,63070.0,79090.0,71830.0,64510.0,70490.0,50180.0,62440.0,60330.0,59970.0,61470.0,69650.0,72890.0,61280.0,70290.0,69720.0,64060.0,65490.0,79330.0,75760.0,65260.0,59420.0,70080.0,54570.0,58070.0,62020.0,67490.0,72410.0,66310.0,78430.0,57240.0,65270.0,66120.0,66120.0,46470.0,66120.0,33528.0,896.0,70.0,1846.0,293.0,5067.0,825.0,595.0,104.0,150.0,2760.0,1633.0,134.0,266.0,2005.0,2272.0,630.0,506.0,1180.0,728.0,275.0,435.0,1837.0,4800.0,4774.0,249.0,1083.0,80.0,213.0,878.0,550.0,816.0,426.0,3629.0,1721.0,89.0,4738.0,666.0,807.0,1588.0,151.0,2130.0,275.0,2351.0,4490.0,1242.0,98.0,1127.0,932.0,124.0,2360.0,60.0,14.0,887.0,7.0
"Create or interpret engineering drawings, schematic diagrams, formulas, or blueprints for management or engineering staff.",create or interpret engineering drawings schematic diagrams formulas or blueprints for management or engineering staff,"Explain engineering drawings, specifications, or other technical information.",Explain technical details of products or services.,Interpreting the Meaning of Information for Others,Industrial Engineering Technicians,industrial engineering technicians,17-3026.00,Industrial Engineering Technologists and Technicians,17-3026,17-3026.00,"Engineering Technologists and Technicians, Except Drafters","Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0339213792885103,4.708471844464592,False,0.6634380769230769,3.407777777777778,69.135,0.2333333333333333,2.257005697765359,E2,E2,66120.0,66510.0,66120.0,66040.0,62210.0,79070.0,66850.0,69260.0,66120.0,66120.0,61350.0,65060.0,66120.0,63150.0,71090.0,63110.0,64410.0,61000.0,61140.0,66120.0,63070.0,79090.0,71830.0,64510.0,70490.0,50180.0,62440.0,60330.0,59970.0,61470.0,69650.0,72890.0,61280.0,70290.0,69720.0,64060.0,65490.0,79330.0,75760.0,65260.0,59420.0,70080.0,54570.0,58070.0,62020.0,67490.0,72410.0,66310.0,78430.0,57240.0,65270.0,66120.0,66120.0,46470.0,66120.0,33528.0,896.0,70.0,1846.0,293.0,5067.0,825.0,595.0,104.0,150.0,2760.0,1633.0,134.0,266.0,2005.0,2272.0,630.0,506.0,1180.0,728.0,275.0,435.0,1837.0,4800.0,4774.0,249.0,1083.0,80.0,213.0,878.0,550.0,816.0,426.0,3629.0,1721.0,89.0,4738.0,666.0,807.0,1588.0,151.0,2130.0,275.0,2351.0,4490.0,1242.0,98.0,1127.0,932.0,124.0,2360.0,60.0,14.0,887.0,7.0
Create or maintain database of customer accounts.,create or maintain database of customer accounts,Maintain data in information systems or databases.,Maintain operational records.,Documenting/Recording Information,Online Merchants,online merchants,13-1199.06,Online Merchants,13-1199,13-1199.06,Miscellaneous Business Operations Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0452285057180138,4.813402402733385,False,2.146745384615385,3.85,84.21,0.1568275833233947,0.1,E1,E1,83050.0,100240.0,94740.0,83280.0,61240.0,87570.0,92520.0,85530.0,95040.0,108160.0,79650.0,78410.0,92620.0,76400.0,82070.0,79030.0,80470.0,83350.0,74690.0,63220.0,78830.0,101500.0,93270.0,81810.0,77820.0,76980.0,80420.0,74990.0,77980.0,67330.0,83740.0,91060.0,79100.0,83450.0,80230.0,80500.0,79350.0,93640.0,77170.0,80590.0,88130.0,79110.0,85340.0,78690.0,80820.0,80190.0,71710.0,85200.0,100360.0,69240.0,67370.0,74060.0,88610.0,46700.0,65170.0,304887.0,7842.0,2266.0,13698.0,9199.0,173886.0,51235.0,6316.0,1795.0,42395.0,74300.0,75669.0,4030.0,3074.0,36954.0,7056.0,11106.0,11005.0,6585.0,19083.0,4745.0,44672.0,20092.0,23491.0,18410.0,4633.0,15770.0,5340.0,2849.0,10254.0,2154.0,38378.0,9480.0,32298.0,46198.0,2031.0,35551.0,6395.0,16738.0,30570.0,2513.0,9996.0,1055.0,13227.0,116975.0,3380.0,2737.0,50663.0,57943.0,4566.0,13698.0,1986.0,527.0,10500.0,415.0
"Create or maintain formal engineering documents, such as schematics, bills of materials, components or materials specifications, or packaging requirements.",create or maintain formal engineering documents such as schematics bills of materials components or materials specifications or packaging requirements,Document technical design details.,"Document technical designs, procedures, or activities.",Documenting/Recording Information,Microsystems Engineers,microsystems engineers,17-2199.06,Microsystems Engineers,17-2199,17-2199.06,Miscellaneous Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0113071264295034,4.718649517684888,False,0.2622276923076923,3.67,74.21,0.0355471306606587,0.3,E2,E1,122930.0,152550.0,142390.0,102280.0,76940.0,130850.0,132590.0,124110.0,103580.0,151920.0,105410.0,112260.0,122800.0,130970.0,111930.0,120880.0,103090.0,76100.0,99830.0,99070.0,120430.0,129770.0,131260.0,121000.0,108850.0,111030.0,102980.0,97470.0,88490.0,103780.0,128130.0,132450.0,162070.0,117600.0,112450.0,100250.0,120470.0,119810.0,123220.0,108950.0,117080.0,110490.0,112260.0,96640.0,115810.0,110320.0,126550.0,148160.0,134570.0,118800.0,110360.0,113050.0,100010.0,81370.0,122930.0,24149.0,3796.0,219.0,1887.0,900.0,31391.0,2787.0,2666.0,75.0,3906.0,9436.0,4520.0,1207.0,614.0,2765.0,1690.0,1207.0,856.0,549.0,6923.0,647.0,8053.0,3127.0,8448.0,1415.0,527.0,2030.0,263.0,329.0,955.0,669.0,4981.0,2403.0,6320.0,4685.0,241.0,7680.0,944.0,2227.0,3566.0,417.0,1404.0,121.0,4828.0,11872.0,1920.0,428.0,5552.0,3928.0,724.0,757.0,121.0,88.0,976.0,5.0
Create or review technical design documentation to ensure the accurate development of reporting solutions.,create or review technical design documentation to ensure the accurate development of reporting solutions,Document technical specifications or requirements.,"Document technical designs, procedures, or activities.",Documenting/Recording Information,Business Intelligence Analysts,business intelligence analysts,15-1199.08,Business Intelligence Analysts,15-2051,15-2051.01,Data Scientists,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0226142528590069,4.912694430506773,False,0.1650692307692308,3.36,100.0,0.0523802823263692,0.5,E2,E1,120230.0,103120.0,84110.0,107240.0,109390.0,141590.0,117400.0,126340.0,120230.0,126490.0,115820.0,104340.0,102130.0,89380.0,106560.0,91470.0,95830.0,98130.0,91760.0,78760.0,90880.0,136370.0,131750.0,100590.0,128800.0,69490.0,97090.0,100490.0,98230.0,98540.0,100620.0,135280.0,95850.0,130460.0,119090.0,81900.0,102630.0,86310.0,125990.0,106850.0,102440.0,91990.0,96150.0,100330.0,122090.0,108090.0,127070.0,126430.0,163350.0,85090.0,106680.0,120230.0,120230.0,80350.0,120230.0,137672.0,2738.0,362.0,7176.0,834.0,61864.0,9883.0,2770.0,1212.0,4218.0,16115.0,14573.0,472.0,2125.0,16556.0,5634.0,3620.0,771.0,2424.0,2046.0,1904.0,5256.0,14825.0,11583.0,6327.0,692.0,7444.0,346.0,3116.0,2644.0,1731.0,10119.0,881.0,37723.0,17988.0,330.0,9600.0,2990.0,3368.0,21734.0,1826.0,3750.000000000001,346.0,4391.0,40697.0,6862.0,200.00000000000003,14038.0,15108.0,614.0,6877.0,247.0,58.0,100.0,28.0
"Create or revise user instructions, procedures, or manuals.",create or revise user instructions procedures or manuals,Prepare instruction manuals.,Prepare informational or instructional materials.,Documenting/Recording Information,Computer Network Support Specialists,computer network support specialists,15-1152.00,Computer Network Support Specialists,15-1231,15-1231.00,Computer Support Specialists,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.611838816118388,False,0.1321596153846154,3.29,92.82,0.0657654801846647,0.8999999999999999,E1,E1,76220.0,61890.0,86110.0,68880.0,59460.0,79190.0,82750.0,81890.0,60580.0,91370.0,75740.0,79180.0,83620.0,63340.0,68530.0,73100.0,64600.0,60060.0,76220.0,58680.0,72990.0,96680.0,88650.0,65900.0,76000.0,63410.0,72780.0,61150.0,65450.0,85790.0,72330.0,87440.0,64550.0,77540.0,76220.0,73550.0,70080.0,78740.0,68900.0,78310.0,82970.0,76790.0,53650.0,77640.0,66780.0,76220.0,72400.0,76760.0,101750.0,46840.0,81010.0,61780.0,46110.0,39570.0,56360.0,146190.0,940.0,300.0,1460.0,1470.0,13620.0,4530.0,850.0,330.0,450.0,9450.0,4440.0,350.0,780.0,6960.0,5030.0,1920.0,310.0,1720.0,1290.0,680.0,8200.0,1980.0,2470.0,2930.0,1240.0,3910.0,890.0,1490.0,2460.0,680.0,3370.0,1300.0,7170.0,6080.0,500.0,7480.0,1940.0,2660.0,4170.0,620.0,2660.0,480.0,2660.0,9930.0,990.0,120.0,5650.0,3300.0,600.0,1140.0,270.0,40.0,670.0,30.0
"Create, populate, or maintain databases for tracking validation activities, test results, or validated systems.",create populate or maintain databases for tracking validation activities test results or validated systems,Operate computer systems.,Operate computer systems or computerized equipment.,Working with Computers,Validation Engineers,validation engineers,17-2199.02,Validation Engineers,17-2112,17-2112.02,"Industrial Engineers, Including Health and Safety",Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.914367269267364,False,0.3440907692307692,3.75,100.0,0.0833695274289333,0.3,E2,E1,102440.0,99880.0,156510.0,108280.0,98410.0,124600.0,109750.0,104160.0,120190.0,103300.0,101610.0,100100.0,123800.0,100840.0,100540.0,97480.0,97690.0,99830.0,96820.0,122920.0,101030.0,119930.0,109420.0,101680.0,102660.0,95830.0,99290.0,104430.0,98170.0,102090.0,101310.0,103840.0,128090.0,102640.0,99310.0,96940.0,100060.0,97510.0,128290.0,99560.0,109350.0,101060.0,93200.0,99080.0,104560.0,103940.0,103010.0,102550.0,129050.0,108360.0,96980.0,122070.0,102440.0,81820.0,102440.0,72148.0,6036.0,174.0,5934.0,1349.0,25787.0,4103.0,4750.0,647.0,126.0,11086.0,7054.0,39.0,1049.0,14708.0,9216.0,2841.0,2722.0,4790.0,1349.0,813.0,3077.0,9051.0,24453.0,13872.0,1933.0,4001.0,308.0,915.0,1239.0,1531.0,5421.0,900.0,9319.0,9137.0,473.0,18527.0,1712.0,4584.0,10400.0,781.0,6281.0,655.0,5871.0,24445.0,4356.0,347.0,4403.0,4837.0,671.0,10313.0,189.0,31.0,2170.0,15.0
Create sales or service contracts for products or services.,create sales or service contracts for products or services,Prepare sales or other contracts.,"Prepare documentation for contracts, applications, or permits.",Documenting/Recording Information,Sales Engineers,sales engineers,41-9031.00,Sales Engineers,41-9031,41-9031.00,Sales Engineers,Other Sales and Related Workers,Sales and Related Occupations,2026-05-31,0.0030529241359659,4.714371437143714,False,0.8621415384615384,4.15,87.5,0.2134277449611925,0.4,E1,E1,124900.0,104410.0,71080.0,131870.0,130760.0,139160.0,139990.0,123660.0,167200.0,124900.0,125530.0,98840.0,124900.0,128030.0,99710.0,74960.0,83450.0,98000.0,90190.0,121680.0,95180.0,153410.0,136200.0,114180.0,100570.0,124900.0,90960.0,124900.0,90140.0,99020.0,107850.0,139010.0,119420.0,137480.0,121530.0,124900.0,97420.0,114520.0,128170.0,98500.0,149750.0,114250.0,119110.0,111580.0,130610.0,117650.0,116790.0,124900.0,147620.0,135260.0,117970.0,124900.0,124900.0,62970.0,124900.0,51790.0,220.0,108.0,1000.0,30.0,6310.0,2800.0,760.0,80.0,232.0,2410.0,1630.0,208.0,360.0,1150.0,980.0,310.0,220.0,380.0,640.0,140.0,850.0,3150.0,2290.0,990.0,90.0,710.0,169.0,130.0,320.0,300.0,1760.0,80.0,3150.0,2530.0,142.0,1210.0,290.0,540.0,1980.0,30.0,770.0,100.0,530.0,6800.0,480.0,101.0,1260.0,760.0,40.0,1300.0,93.0,22.0,70.0,11.0
Create specialty dishes and develop recipes to be used in dining facilities.,create specialty dishes and develop recipes to be used in dining facilities,Create new recipes or food presentations.,Develop recipes or menus.,Thinking Creatively,Food Service Managers,food service managers,11-9051.00,Food Service Managers,11-9051,11-9051.00,Food Service Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0113071264295034,4.908660624370596,True,0.6537076923076923,3.8,51.46,0.2838234668461796,0.7,E1,E1,69390.0,63010.0,82030.0,70180.0,55120.0,78260.0,79870.0,77990.0,74430.0,81680.0,72790.0,65280.0,87800.0,70140.0,63930.0,71430.0,66700.0,70320.0,70410.0,61400.0,70510.0,72850.0,92240.0,60790.0,79820.0,59540.0,65520.0,72140.0,60450.0,65320.0,77360.0,78020.0,65210.0,84200.0,74080.0,72210.0,62980.0,63840.0,62110.0,64750.0,82850.0,66190.0,60640.0,64410.0,60770.0,69480.0,77910.0,71230.0,95190.0,54800.0,61810.0,62610.0,44770.0,42230.0,80570.0,238430.0,4330.0,380.0,3400.0,2720.0,33180.0,2440.0,1520.0,770.0,1000.0,18500.0,9230.0,1230.0,670.0,11270.0,4990.0,1760.0,1540.0,1680.0,1950.0,1210.0,4209.0,4310.0,9240.0,730.0,1920.0,1600.0,950.0,2050.0,4310.0,590.0,6360.0,1410.0,8000.0,9420.0,950.0,8570.0,2020.0,4420.0,10530.0,760.0,5080.0,1270.0,4550.0,25990.0,2400.0,500.0,3820.0,1180.0,1230.0,6000.0,590.0,100.0,830.0,140.0
Create specialty dishes and develop recipes to be used in dining facilities.,create specialty dishes and develop recipes to be used in dining facilities,Plan menu options.,Develop recipes or menus.,Thinking Creatively,Food Service Managers,food service managers,11-9051.00,Food Service Managers,11-9051,11-9051.00,Food Service Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0113071264295034,4.908660624370596,True,0.6537076923076923,3.8,51.46,0.2838234668461796,0.7,E1,E1,69390.0,63010.0,82030.0,70180.0,55120.0,78260.0,79870.0,77990.0,74430.0,81680.0,72790.0,65280.0,87800.0,70140.0,63930.0,71430.0,66700.0,70320.0,70410.0,61400.0,70510.0,72850.0,92240.0,60790.0,79820.0,59540.0,65520.0,72140.0,60450.0,65320.0,77360.0,78020.0,65210.0,84200.0,74080.0,72210.0,62980.0,63840.0,62110.0,64750.0,82850.0,66190.0,60640.0,64410.0,60770.0,69480.0,77910.0,71230.0,95190.0,54800.0,61810.0,62610.0,44770.0,42230.0,80570.0,238430.0,4330.0,380.0,3400.0,2720.0,33180.0,2440.0,1520.0,770.0,1000.0,18500.0,9230.0,1230.0,670.0,11270.0,4990.0,1760.0,1540.0,1680.0,1950.0,1210.0,4209.0,4310.0,9240.0,730.0,1920.0,1600.0,950.0,2050.0,4310.0,590.0,6360.0,1410.0,8000.0,9420.0,950.0,8570.0,2020.0,4420.0,10530.0,760.0,5080.0,1270.0,4550.0,25990.0,2400.0,500.0,3820.0,1180.0,1230.0,6000.0,590.0,100.0,830.0,140.0
"Create supporting documentation, such as metadata and diagrams of entity relationships, business processes, and process flow.",create supporting documentation such as metadata and diagrams of entity relationships business processes and process flow,Develop diagrams or flow charts of system operation.,Create visual designs or displays.,Thinking Creatively,Data Warehousing Specialists,data warehousing specialists,15-1199.07,Data Warehousing Specialists,15-1243,15-1243.01,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.620427601580706,False,0.1680826923076923,3.78,100.0,0.031499047806524,0.3,E2,E1,139500.0,105450.0,112500.0,156100.0,104070.0,170160.0,154560.0,144460.0,147800.0,150010.0,138320.0,139500.0,134040.0,121380.0,142500.0,132830.0,124040.0,129990.0,125400.0,139500.0,133120.0,132940.0,161650.0,131000.0,133050.0,98420.0,110570.0,109990.0,134320.0,140200.0,139990.0,120790.0,117950.0,141350.0,134630.0,109430.0,132910.0,110110.0,138250.0,139500.0,140320.0,130000.0,136540.0,115170.0,151370.0,131740.0,139500.0,160360.0,128760.0,139500.0,137810.0,139500.0,139500.0,95620.0,139500.0,33570.0,270.0,70.0,1200.0,360.0,6210.0,1950.0,1140.0,104.0,790.0,1810.0,2590.0,60.0,260.0,1590.0,500.0,240.0,360.0,350.0,415.0,190.0,1370.0,2690.0,1390.0,1240.0,100.0,1410.0,110.0,673.0,420.0,120.0,3090.0,120.0,3850.0,4070.0,60.0,1820.0,860.0,730.0,2840.0,160.0,1160.0,40.0,650.0,8270.0,630.0,65.0,5260.0,2990.0,120.0,520.0,160.0,14.0,60.0,7.0
"Create supporting documentation, such as metadata and diagrams of entity relationships, business processes, and process flow.",create supporting documentation such as metadata and diagrams of entity relationships business processes and process flow,Document operational procedures.,Maintain operational records.,Documenting/Recording Information,Data Warehousing Specialists,data warehousing specialists,15-1199.07,Data Warehousing Specialists,15-1243,15-1243.01,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.620427601580706,False,0.1680826923076923,3.78,100.0,0.031499047806524,0.3,E2,E1,139500.0,105450.0,112500.0,156100.0,104070.0,170160.0,154560.0,144460.0,147800.0,150010.0,138320.0,139500.0,134040.0,121380.0,142500.0,132830.0,124040.0,129990.0,125400.0,139500.0,133120.0,132940.0,161650.0,131000.0,133050.0,98420.0,110570.0,109990.0,134320.0,140200.0,139990.0,120790.0,117950.0,141350.0,134630.0,109430.0,132910.0,110110.0,138250.0,139500.0,140320.0,130000.0,136540.0,115170.0,151370.0,131740.0,139500.0,160360.0,128760.0,139500.0,137810.0,139500.0,139500.0,95620.0,139500.0,33570.0,270.0,70.0,1200.0,360.0,6210.0,1950.0,1140.0,104.0,790.0,1810.0,2590.0,60.0,260.0,1590.0,500.0,240.0,360.0,350.0,415.0,190.0,1370.0,2690.0,1390.0,1240.0,100.0,1410.0,110.0,673.0,420.0,120.0,3090.0,120.0,3850.0,4070.0,60.0,1820.0,860.0,730.0,2840.0,160.0,1160.0,40.0,650.0,8270.0,630.0,65.0,5260.0,2990.0,120.0,520.0,160.0,14.0,60.0,7.0
"Create three-dimensional or interactive representations of designs, using computer-assisted design software.",create threedimensional or interactive representations of designs using computerassisted design software,Create graphical representations of structures or landscapes.,Create visual designs or displays.,Thinking Creatively,"Architects, Except Landscape and Naval",architects except landscape and naval,17-1011.00,"Architects, Except Landscape and Naval",17-1011,17-1011.00,"Architects, Except Naval","Architects, Surveyors, and Cartographers",Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.587,False,0.9468473076923076,3.79,90.48,0.1441405758213198,0.2,E2,E2,99280.0,95990.0,108730.0,102000.0,78190.0,108540.0,102400.0,103540.0,97030.0,102040.0,96240.0,100420.0,102340.0,93710.0,81780.0,96060.0,96810.0,85490.0,97680.0,79580.0,78600.0,114550.0,117330.0,88430.0,99940.0,80870.0,98490.0,97290.0,91530.0,101570.0,101100.0,99800.0,77720.0,99280.0,95700.0,97110.0,94960.0,100350.0,98800.0,97030.0,105160.0,101550.0,102500.0,94030.0,94490.0,95590.0,82400.0,97680.0,100190.0,96470.0,98510.0,120580.0,69990.0,60120.0,99280.0,106770.0,990.0,210.0,1550.0,720.0,13270.0,3290.0,1200.0,120.0,1700.0,5580.0,2440.0,600.0,850.0,5130.0,1430.0,650.0,840.0,630.0,1200.0,500.0,1800.0,4590.0,2630.0,2340.0,330.0,2150.0,550.0,620.0,530.0,250.0,2390.0,600.0,10360.0,2980.0,290.0,3480.0,910.0,2050.0,3760.0,550.0,1030.0,180.0,2570.0,7820.0,1520.0,320.0,2130.0,3720.0,80.0,1230.0,130.0,40.0,790.0,22.0
"Debit, credit, and total accounts on computer spreadsheets and databases, using specialized accounting software.",debit credit and total accounts on computer spreadsheets and databases using specialized accounting software,Calculate financial data.,Calculate financial data.,"Estimating the Quantifiable Characteristics of Products, Events, or Information","Bookkeeping, Accounting, and Auditing Clerks",bookkeeping accounting and auditing clerks,43-3031.00,"Bookkeeping, Accounting, and Auditing Clerks",43-3031,43-3031.00,"Bookkeeping, Accounting, and Auditing Clerks",Financial Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.862093937512932,False,1.2620153846153848,4.15,76.55,0.1831844449026886,0.2,E2,E1,50670.0,44640.0,56430.0,50590.0,42840.0,59230.0,54000.0,59970.0,51780.0,65180.0,49330.0,49350.0,48730.0,48310.0,49560.0,47820.0,48180.0,47290.0,46550.0,44890.0,50510.0,53540.0,59830.0,48980.0,54600.0,42840.0,47990.0,47270.0,47110.0,50380.0,52450.0,58300.0,48080.0,58160.0,47930.0,49710.0,48810.0,46180.0,54060.0,48440.0,53280.0,47940.0,46340.0,48180.0,48910.0,49440.0,54720.0,51620.0,58620.0,42890.0,50340.0,47910.0,33280.0,28700.0,46490.0,1373680.0,19890.0,4580.0,22690.0,12510.0,151870.0,26140.0,14929.999999999998,4600.0,1790.0,88670.0,38700.0,5220.0,9540.0,51470.0,29910.0,14020.0,15380.000000000002,23480.0,18980.0,7390.0,18170.0,29110.0,37550.0,26850.0,12160.0,21400.0,6980.0,10050.0,15180.0,7180.0,37550.0,7779.999999999999,84280.0,48760.0,4290.0,45140.0,16490.0,21710.0,48920.0,4570.0,19980.0,10200.0,37680.0,122400.0,12650.0,2950.0,31990.0,32930.0,7620.000000000001,25960.0,3480.0,880.0,6650.0,280.0
"Debit, credit, and total accounts on computer spreadsheets and databases, using specialized accounting software.",debit credit and total accounts on computer spreadsheets and databases using specialized accounting software,Maintain financial or account records.,Maintain sales or financial records.,Documenting/Recording Information,"Bookkeeping, Accounting, and Auditing Clerks",bookkeeping accounting and auditing clerks,43-3031.00,"Bookkeeping, Accounting, and Auditing Clerks",43-3031,43-3031.00,"Bookkeeping, Accounting, and Auditing Clerks",Financial Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.862093937512932,False,1.2620153846153848,4.15,76.55,0.1831844449026886,0.2,E2,E1,50670.0,44640.0,56430.0,50590.0,42840.0,59230.0,54000.0,59970.0,51780.0,65180.0,49330.0,49350.0,48730.0,48310.0,49560.0,47820.0,48180.0,47290.0,46550.0,44890.0,50510.0,53540.0,59830.0,48980.0,54600.0,42840.0,47990.0,47270.0,47110.0,50380.0,52450.0,58300.0,48080.0,58160.0,47930.0,49710.0,48810.0,46180.0,54060.0,48440.0,53280.0,47940.0,46340.0,48180.0,48910.0,49440.0,54720.0,51620.0,58620.0,42890.0,50340.0,47910.0,33280.0,28700.0,46490.0,1373680.0,19890.0,4580.0,22690.0,12510.0,151870.0,26140.0,14929.999999999998,4600.0,1790.0,88670.0,38700.0,5220.0,9540.0,51470.0,29910.0,14020.0,15380.000000000002,23480.0,18980.0,7390.0,18170.0,29110.0,37550.0,26850.0,12160.0,21400.0,6980.0,10050.0,15180.0,7180.0,37550.0,7779.999999999999,84280.0,48760.0,4290.0,45140.0,16490.0,21710.0,48920.0,4570.0,19980.0,10200.0,37680.0,122400.0,12650.0,2950.0,31990.0,32930.0,7620.000000000001,25960.0,3480.0,880.0,6650.0,280.0
Decide whether baggage that triggers alarms should be searched or should be allowed to pass through.,decide whether baggage that triggers alarms should be searched or should be allowed to pass through,Determine operational procedures.,Determine operational methods or procedures.,Making Decisions and Solving Problems,Transportation Security Screeners,transportation security screeners,33-9093.00,Transportation Security Screeners,33-9093,33-9093.00,Miscellaneous Protective Service Workers,Other Protective Service Workers,Protective Service Occupations,2026-05-31,0.0339213792885103,4.945260347129506,False,5.95,4.6,74.07,0.3586556470408876,0.5142857142857143,E1,E2,66770.0,63770.0,71390.0,64330.0,61110.0,73610.0,71530.0,66770.0,66770.0,66770.0,63130.0,66770.0,70160.0,63130.0,70570.0,61670.0,61590.0,63130.0,63130.0,63130.0,63130.0,72240.0,73510.0,67390.0,67290.0,63130.0,51210.0,54770.0,61710.0,64500.0,76130.0,74400.0,63810.0,72010.0,64540.0,54950.0,65870.0,66770.0,66770.0,67330.0,71510.0,63130.0,55530.0,61110.0,68640.0,61110.0,65460.0,69910.0,66770.0,63130.0,63130.0,61110.0,63130.0,63130.0,65170.0,50290.0,260.0,440.0,1380.0,190.0,5410.0,1250.0,545.0,156.0,226.0,6920.0,1850.0,1010.0,250.0,1970.0,460.0,220.0,120.0,510.0,460.0,160.0,570.0,1380.0,1070.0,740.0,170.0,930.0,330.0,290.0,1350.0,80.0,1200.0,200.0,4240.0,1300.0,170.0,690.0,549.0,632.0,1460.0,160.0,480.0,60.0,840.0,4300.0,510.0,80.0,1870.0,1141.0,90.0,540.0,90.0,280.0,610.0,90.0
Decide which information should be included or excluded in reports.,decide which information should be included or excluded in reports,Prepare medical reports or documents.,Prepare health or medical documents.,Documenting/Recording Information,Medical Transcriptionists,medical transcriptionists,31-9094.00,Medical Transcriptionists,31-9094,31-9094.00,Miscellaneous Healthcare Support Occupations,Other Healthcare Support Occupations,Healthcare Support Occupations,2026-05-31,0.0030529241359659,4.9427933867532206,False,3.251930769230769,4.31,83.87,0.2393644148174771,0.1,E0,E1,40410.0,35340.0,48360.0,36550.0,35100.0,45050.0,43080.0,48190.0,34070.0,45110.0,42050.0,28330.0,44310.0,38140.0,45490.0,41400.0,45010.0,35390.0,39000.0,38040.0,48600.0,39900.0,36910.0,37280.0,50030.0,38600.0,37480.0,41340.0,45880.0,39350.0,40410.0,39020.0,37480.0,43260.0,39300.0,44660.0,37060.0,27740.0,46280.0,41510.0,34790.0,33870.0,46070.0,44720.0,42900.0,39630.0,33030.0,35130.0,38690.0,37440.0,49150.0,48100.0,40410.0,31200.0,40410.0,41550.0,410.0,110.0,700.0,280.0,5860.0,610.0,390.0,129.0,70.0,2650.0,950.0,167.0,400.0,970.0,790.0,180.0,420.0,690.0,420.0,80.0,230.0,400.0,1130.0,270.0,300.0,310.0,80.0,230.0,210.0,181.0,1710.0,210.0,2710.0,1020.0,120.0,680.0,560.0,510.0,1130.0,80.0,390.0,240.0,1450.0,7520.0,210.0,81.0,1091.0,620.0,90.0,590.0,40.0,18.0,140.0,9.0
"Define data requirements, and gather and validate information, applying judgment and statistical tests.",define data requirements and gather and validate information applying judgment and statistical tests,Evaluate data quality.,Evaluate the quality or accuracy of data.,Processing Information,Operations Research Analysts,operations research analysts,15-2031.00,Operations Research Analysts,15-2031,15-2031.00,Operations Research Analysts,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.2261425285900691,4.964736788925938,False,0.3946153846153846,4.55,95.24,0.0944072562682957,0.4,E1,E2,88940.0,115630.0,88750.0,75470.0,59030.0,102100.0,129880.0,96700.0,101070.0,96030.0,77600.0,76220.0,100600.0,103600.0,89800.0,85280.0,80580.0,92050.0,83850.0,63210.0,99460.0,97410.0,96500.0,83480.0,95550.0,92310.0,62380.0,80400.0,98300.0,86500.0,88940.0,88940.0,80360.0,108610.0,97290.0,82460.0,103620.0,61520.0,102170.0,79640.0,77910.0,80240.0,88940.0,76680.0,90710.0,90200.0,89790.0,129460.0,98030.0,64100.0,71820.0,88940.0,88940.0,57000.0,88940.0,108510.0,550.0,70.0,2600.0,210.0,10620.0,770.0,950.0,660.0,2250.0,9120.0,4600.0,120.0,500.0,5180.0,1380.0,300.0,997.0,660.0,550.0,220.0,4710.0,4200.0,980.0,1240.0,120.0,1190.0,150.0,330.0,370.0,290.0,3280.0,510.0,5890.0,2520.0,130.0,2600.0,1840.0,2710.0,3220.0,360.0,1380.0,317.0,1200.0,11890.0,810.0,170.0,6980.0,3050.0,200.0,4270.0,195.0,46.0,50.0,22.0
"Define data requirements, and gather and validate information, applying judgment and statistical tests.",define data requirements and gather and validate information applying judgment and statistical tests,Apply mathematical principles or statistical approaches to solve problems in scientific or applied fields.,Analyze scientific or applied data using mathematical principles.,Analyzing Data or Information,Operations Research Analysts,operations research analysts,15-2031.00,Operations Research Analysts,15-2031,15-2031.00,Operations Research Analysts,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.2261425285900691,4.964736788925938,False,0.3946153846153846,4.55,95.24,0.0944072562682957,0.4,E1,E2,88940.0,115630.0,88750.0,75470.0,59030.0,102100.0,129880.0,96700.0,101070.0,96030.0,77600.0,76220.0,100600.0,103600.0,89800.0,85280.0,80580.0,92050.0,83850.0,63210.0,99460.0,97410.0,96500.0,83480.0,95550.0,92310.0,62380.0,80400.0,98300.0,86500.0,88940.0,88940.0,80360.0,108610.0,97290.0,82460.0,103620.0,61520.0,102170.0,79640.0,77910.0,80240.0,88940.0,76680.0,90710.0,90200.0,89790.0,129460.0,98030.0,64100.0,71820.0,88940.0,88940.0,57000.0,88940.0,108510.0,550.0,70.0,2600.0,210.0,10620.0,770.0,950.0,660.0,2250.0,9120.0,4600.0,120.0,500.0,5180.0,1380.0,300.0,997.0,660.0,550.0,220.0,4710.0,4200.0,980.0,1240.0,120.0,1190.0,150.0,330.0,370.0,290.0,3280.0,510.0,5890.0,2520.0,130.0,2600.0,1840.0,2710.0,3220.0,360.0,1380.0,317.0,1200.0,11890.0,810.0,170.0,6980.0,3050.0,200.0,4270.0,195.0,46.0,50.0,22.0
"Define data requirements, and gather and validate information, applying judgment and statistical tests.",define data requirements and gather and validate information applying judgment and statistical tests,Determine appropriate methods for data analysis.,Determine operational methods or procedures.,Making Decisions and Solving Problems,Operations Research Analysts,operations research analysts,15-2031.00,Operations Research Analysts,15-2031,15-2031.00,Operations Research Analysts,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.2261425285900691,4.964736788925938,False,0.3946153846153846,4.55,95.24,0.0944072562682957,0.4,E1,E2,88940.0,115630.0,88750.0,75470.0,59030.0,102100.0,129880.0,96700.0,101070.0,96030.0,77600.0,76220.0,100600.0,103600.0,89800.0,85280.0,80580.0,92050.0,83850.0,63210.0,99460.0,97410.0,96500.0,83480.0,95550.0,92310.0,62380.0,80400.0,98300.0,86500.0,88940.0,88940.0,80360.0,108610.0,97290.0,82460.0,103620.0,61520.0,102170.0,79640.0,77910.0,80240.0,88940.0,76680.0,90710.0,90200.0,89790.0,129460.0,98030.0,64100.0,71820.0,88940.0,88940.0,57000.0,88940.0,108510.0,550.0,70.0,2600.0,210.0,10620.0,770.0,950.0,660.0,2250.0,9120.0,4600.0,120.0,500.0,5180.0,1380.0,300.0,997.0,660.0,550.0,220.0,4710.0,4200.0,980.0,1240.0,120.0,1190.0,150.0,330.0,370.0,290.0,3280.0,510.0,5890.0,2520.0,130.0,2600.0,1840.0,2710.0,3220.0,360.0,1380.0,317.0,1200.0,11890.0,810.0,170.0,6980.0,3050.0,200.0,4270.0,195.0,46.0,50.0,22.0
"Define instructional, learning, or performance objectives.",define instructional learning or performance objectives,Develop instructional objectives.,"Develop educational programs, plans, or procedures.",Thinking Creatively,Instructional Coordinators,instructional coordinators,25-9031.00,Instructional Coordinators,25-9031,25-9031.00,Instructional Coordinators,Other Educational Instruction and Library Occupations,Educational Instruction and Library Occupations,2026-05-31,0.0113071264295034,4.771371170266199,False,0.4572324556213017,3.8461538461538463,80.13153846153847,0.2333333333333333,1.9903218272022067,E2,E1,77440.0,69000.0,72320.0,62620.0,67100.0,97010.0,82160.0,96170.0,79290.0,105990.0,60790.0,81060.0,96080.0,63030.0,76050.0,66300.0,74970.0,64750.0,63640.0,63120.0,76700.0,102220.0,95320.0,79290.0,80550.0,61830.0,72080.0,60920.0,79150.0,67410.0,81210.0,96090.0,80870.0,80560.0,63340.0,75340.0,77760.0,63980.0,84620.0,75580.0,63110.0,65460.0,57910.0,74390.0,78710.0,65780.0,78360.0,83230.0,97250.0,69600.0,83000.0,76140.0,61750.0,35250.0,75040.0,227760.0,2040.0,550.0,6560.0,1300.0,20950.0,3400.0,1780.0,980.0,1220.0,18030.0,7830.000000000001,1130.0,1490.0,10330.0,2640.0,2760.0,1950.0,3380.0,2140.0,480.0,4350.0,6170.0,5680.0,3130.0,1840.0,3110.0,740.0,1370.0,1130.0,510.0,3770.0,510.0,18730.0,8260.0,650.0,3510.0,2540.0,2940.0,7540.0,1240.0,4370.0,500.0,4120.0,31970.0,3680.0,730.0,5830.0,4720.0,730.0,2130.0,290.0,110.0,1010.0,40.0
Define or recommend model specifications or data collection methods.,define or recommend model specifications or data collection methods,Advise others on analytical techniques.,Advise others on business or operational matters.,Providing Consultation and Advice to Others,Financial Quantitative Analysts,financial quantitative analysts,13-2099.01,Financial Quantitative Analysts,13-2099,13-2099.01,Miscellaneous Financial Specialists,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.085171568627452,False,0.3030769230769231,3.85,100.0,0.0878264508928571,0.5,E1,E2,81100.0,87110.0,77070.0,81180.0,60600.0,80810.0,87430.0,81100.0,80610.0,125110.0,61660.0,77540.0,77190.0,79440.0,81180.0,92410.0,79390.0,51160.0,65690.0,59860.0,109060.0,101400.0,99970.0,75040.0,83280.0,73920.0,75800.0,76350.0,66290.0,61930.0,83590.0,98630.0,80610.0,107490.0,80900.0,78260.0,90060.0,76980.0,83080.0,78610.0,78990.0,76400.0,86260.0,69240.0,71650.0,76530.0,75270.0,92930.0,80930.0,86200.0,64420.0,75810.0,81100.0,39270.0,81100.0,96670.0,776.0,190.0,1332.0,541.0,20910.0,4030.0,1048.0,1946.0,3600.0,10184.0,5955.0,1229.0,307.0,8560.0,2824.0,1785.0,1668.0,1010.0,4375.0,1829.0,5546.0,2246.0,3834.0,1200.0,585.0,3965.0,395.0,702.0,1785.0,615.0,8063.0,1054.0,14267.0,6131.0,219.0,6102.0,920.0,900.0000000000001,4030.0,746.0,1361.0,132.0,3541.0,19827.0,4565.0,230.0,7419.0,4258.0,920.0,2370.0,146.0,41.0,980.0,20.0
Define the goals of the system and devise flow charts and diagrams describing logical operational steps of programs.,define the goals of the system and devise flow charts and diagrams describing logical operational steps of programs,Develop diagrams or flow charts of system operation.,Create visual designs or displays.,Thinking Creatively,Computer Systems Analysts,computer systems analysts,15-1121.00,Computer Systems Analysts,15-1211,15-1211.00,Computer and Information Analysts,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.727825030376671,False,0.1335142307692307,3.08,76.66,0.0449913561256836,0.7,E2,E1,105850.0,101770.0,88520.0,103530.0,81760.0,127720.0,127750.0,109600.0,110560.0,116820.0,101900.0,106240.0,88640.0,75310.0,101570.0,98810.0,95920.0,100770.0,95090.0,95660.0,95820.0,113610.0,128240.0,103410.0,106350.0,86280.0,92060.0,91310.0,91810.0,104060.0,107670.0,122890.0,98220.0,109610.0,106850.0,105470.0,102320.0,95930.0,121620.0,98550.0,134630.0,98280.0,99790.0,95630.0,107390.0,98770.0,99610.0,120840.0,129410.0,105850.0,100440.0,109780.0,59900.0,63730.0,59430.0,421026.0,10632.0,681.0,18364.0,6645.0,95724.0,10098.0,7780.0,3468.0,4020.0,57165.0,18866.0,2707.0,2674.0,33405.0,15657.0,7715.0,6062.0,9611.0,4830.0,4020.0,24863.0,35917.0,22805.0,18364.0,1990.0,12529.0,1378.0,3955.0,4117.0,3387.0,26776.0,3712.0,39061.0,33891.0,454.0,31103.0,3710.0,9141.0,31524.0,1850.0,7699.999999999999,1799.0,16565.0,77782.0,4781.0,956.0,37586.0,39094.0,1669.0,13517.0,502.0,59.99999999999999,2075.0,65.0
Deliver messages and run errands.,deliver messages and run errands,Provide information to coworkers.,Communicate with others about operational plans or activities.,"Communicating with Supervisors, Peers, or Subordinates","Office Clerks, General",office clerks general,43-9061.00,"Office Clerks, General",43-9061,43-9061.00,"Office Clerks, General",Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.888487532043812,True,1.8992038461538463,3.47,84.97,0.283600949909078,0.2,E2,E0,45010.0,31200.0,51890.0,46420.0,37050.0,48460.0,53550.0,48280.0,42740.0,55040.0,44450.0,40590.0,42340.0,44830.0,45730.0,44520.0,44310.0,32370.0,37870.0,32480.0,45300.0,47270.0,49940.0,44820.0,47840.0,34900.0,42370.0,46480.0,37820.0,45460.0,49020.0,48570.0,37130.0,45890.0,41770.0,50160.0,43680.0,37240.0,49910.0,44950.0,47830.0,36840.0,38560.0,38860.0,39000.0,44060.0,48310.0,46410.0,50500.0,35020.0,44980.0,42840.0,26470.0,23860.0,37330.0,2464940.0,13130.0,3440.0,52710.0,29940.0,311490.0,31770.0,23190.0,7230.0,5670.0,189700.0,75390.0,12930.0,20790.0,95980.0,58480.0,23120.0,2130.0,29750.0,31790.0,11260.0,27290.0,47940.0,88030.0,55530.0,17600.0,56050.0,10390.0,10000.0,20430.0,12740.0,65130.0,11880.0,134280.0,67930.0,8440.0,89310.0,31870.0,27980.0,107500.0,7700.0,42250.0,1720.0,49880.0,218470.0,36470.0,5100.0,66550.0,49050.0,9430.0,51440.0,6670.0,760.0,20190.0,560.0
Deliver oral or written presentations of the results of mathematical modeling and data analysis to management or other end users.,deliver oral or written presentations of the results of mathematical modeling and data analysis to management or other end users,Present research results to others.,Present research or technical information.,Documenting/Recording Information,"Mathematical Science Occupations, All Other",mathematical science occupations all other,15-2099.00,Data Scientists,15-2051,15-2051.00,Data Scientists,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.789473684210526,False,0.2153477564102564,4.001666666666667,96.56416666666668,0.6436423056209429,1.658391078537278,E2,E2,120230.0,103120.0,84110.0,107240.0,109390.0,141590.0,117400.0,126340.0,120230.0,126490.0,115820.0,104340.0,102130.0,89380.0,106560.0,91470.0,95830.0,98130.0,91760.0,78760.0,90880.0,136370.0,131750.0,100590.0,128800.0,69490.0,97090.0,100490.0,98230.0,98540.0,100620.0,135280.0,95850.0,130460.0,119090.0,81900.0,102630.0,86310.0,125990.0,106850.0,102440.0,91990.0,96150.0,100330.0,122090.0,108090.0,127070.0,126430.0,163350.0,85090.0,106680.0,120230.0,120230.0,80350.0,120230.0,7755.0,154.0,20.0,404.0,47.0,3485.0,557.0,156.0,68.0,238.0,908.0,821.0,27.0,120.0,933.0,317.0,204.0,43.0,137.0,115.0,107.0,296.0,835.0,652.0,356.0,39.0,419.0,20.0,176.0,149.0,98.0,570.0,50.0,2125.0,1013.0,19.0,541.0,168.0,190.0,1224.0,103.0,3750.0,20.0,247.0,2293.0,387.0,200.0,791.0,851.0,35.0,387.0,14.0,3.0,100.0,2.0
"Deliver prepared sales talks, reading from scripts that describe products or services, to persuade potential customers to purchase a product or service or to make a donation.",deliver prepared sales talks reading from scripts that describe products or services to persuade potential customers to purchase a product or service or to make a donation,Deliver promotional presentations to current or prospective customers.,"Promote products, services, or programs.",Selling or Influencing Others,Telemarketers,telemarketers,41-9041.00,Telemarketers,41-9041,41-9041.00,Telemarketers,Other Sales and Related Workers,Sales and Related Occupations,2026-05-31,0.0791498850065242,4.908202705604467,False,6.550065769230769,4.42,85.23,0.9881591940322664,0.2,E2,E1,35450.0,34840.0,35450.0,37750.0,29060.0,46000.0,47670.0,45200.0,35450.0,35450.0,35570.0,36020.0,35450.0,39400.0,31200.0,31550.0,33640.0,48010.0,34450.0,28910.0,32610.0,35590.0,44650.0,33040.0,39850.0,21540.0,29840.0,35450.0,31200.0,34290.0,30530.0,39370.0,35450.0,41400.0,34380.0,23440.0,35290.0,26880.0,42060.0,28430.0,35450.0,37090.0,35450.0,29470.0,34290.0,36610.0,35450.0,37440.0,39670.0,33370.0,33260.0,35450.0,35450.0,28580.0,35450.0,58430.0,1330.0,122.0,1550.0,840.0,3880.0,880.0,110.0,181.0,262.0,9760.0,2620.0,234.0,280.0,870.0,690.0,1100.0,537.0,910.0,380.0,239.0,540.0,1358.0,1120.0,650.0,370.0,2710.0,191.0,490.0,2200.0,530.0,410.0,325.0,1960.0,1820.0,120.0,3090.0,470.0,420.0,1710.0,187.0,1060.0,171.0,2210.0,3660.0,390.0,113.0,1534.0,300.0,440.0,1160.0,105.0,25.0,1170.0,12.0
"Deliver speeches, write articles, or present information at meetings or conventions to promote services, exchange ideas, or accomplish objectives.",deliver speeches write articles or present information at meetings or conventions to promote services exchange ideas or accomplish objectives,Present information to the public.,Provide information or assistance to the public.,Communicating with People Outside the Organization,Chief Executives,chief executives,11-1011.00,Chief Executives,11-1011,11-1011.00,Chief Executives,Top Executives,Management Occupations,2026-05-31,0.0030529241359659,4.740680382970055,False,0.3625461538461538,3.94,92.7,0.1098035114022622,0.4875387476993781,E2,E1,213990.0,166420.0,166710.0,213990.0,119990.0,218600.0,213370.0,295120.0,199990.0,213990.0,213990.0,208180.0,281640.0,177210.0,331920.0,254180.0,211190.0,158100.0,179530.0,213990.0,138770.0,248660.0,213990.0,255560.0,195670.0,139250.0,172320.0,182340.0,214680.0,149770.0,168590.0,310440.0,123500.0,257980.0,314290.0,164560.0,176440.0,163790.0,341630.0,232560.0,235360.0,168840.0,280900.0,198830.0,257850.0,171880.0,175070.0,310740.0,339810.0,151950.0,208350.0,147940.0,213990.0,97510.0,104010.0,166363.0,1319.0,1042.0,3442.0,5780.0,56499.0,3055.0,2703.0,635.0,746.0,10554.0,6643.0,765.0,4754.0,7522.0,2963.0,4966.0,3191.0,3370.0,2056.0,2573.0,5178.0,10730.0,8060.0,10974.0,505.0,4152.0,1091.0,4087.0,2231.0,726.0,3957.0,163.0,13726.0,3142.0,619.0,7278.0,3891.0,1482.0,14410.0,460.0,2833.0,830.0,7653.0,14296.0,5113.0,586.0,7929.0,5161.0,2768.0,3126.0,98.0,70.0,4380.0,212.0
Demonstrate correct use of exercise equipment or performance of exercise routines.,demonstrate correct use of exercise equipment or performance of exercise routines,Demonstrate activity techniques or equipment use.,Train others to use equipment or products.,Training and Teaching Others,Exercise Physiologists,exercise physiologists,29-1128.00,Exercise Physiologists,29-1128,29-1128.00,Therapists,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,3.5262853172765167,True,4.0493,4.77,100.0,0.3411074999999999,0.1,E0,E0,59460.0,50820.0,59460.0,62350.0,48850.0,62440.0,63800.0,62510.0,57940.0,59460.0,60100.0,58170.0,59460.0,56750.0,60130.0,49740.0,56640.0,59090.0,51070.0,52450.0,59460.0,62220.0,65950.0,55080.0,67230.0,43060.0,52570.0,59460.0,59460.0,55240.0,63590.0,64680.0,59460.0,59940.0,52450.0,50430.0,51660.0,49190.0,71630.0,48040.0,59460.0,46550.0,51630.0,53570.0,56780.0,43850.0,59460.0,52400.0,81310.0,50270.0,63210.0,62070.0,59460.0,59460.0,59460.0,8560.0,70.0,18.0,220.0,40.0,640.0,370.0,100.0,90.0,38.0,330.0,210.0,34.0,40.0,300.0,310.0,50.0,60.0,60.0,40.0,35.0,90.0,180.0,570.0,250.0,30.0,160.0,28.0,56.0,85.0,50.0,130.0,48.0,360.0,370.0,50.0,340.0,80.0,80.0,640.0,27.0,230.0,30.0,140.0,520.0,220.0,17.0,240.0,160.0,60.0,340.0,15.0,4.0,51.0,2.0
Demonstrate correct use of exercise equipment or performance of exercise routines.,demonstrate correct use of exercise equipment or performance of exercise routines,Teach exercise or fitness techniques.,Train others on health or medical topics.,Training and Teaching Others,Exercise Physiologists,exercise physiologists,29-1128.00,Exercise Physiologists,29-1128,29-1128.00,Therapists,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,3.5262853172765167,True,4.0493,4.77,100.0,0.3411074999999999,0.1,E0,E0,59460.0,50820.0,59460.0,62350.0,48850.0,62440.0,63800.0,62510.0,57940.0,59460.0,60100.0,58170.0,59460.0,56750.0,60130.0,49740.0,56640.0,59090.0,51070.0,52450.0,59460.0,62220.0,65950.0,55080.0,67230.0,43060.0,52570.0,59460.0,59460.0,55240.0,63590.0,64680.0,59460.0,59940.0,52450.0,50430.0,51660.0,49190.0,71630.0,48040.0,59460.0,46550.0,51630.0,53570.0,56780.0,43850.0,59460.0,52400.0,81310.0,50270.0,63210.0,62070.0,59460.0,59460.0,59460.0,8560.0,70.0,18.0,220.0,40.0,640.0,370.0,100.0,90.0,38.0,330.0,210.0,34.0,40.0,300.0,310.0,50.0,60.0,60.0,40.0,35.0,90.0,180.0,570.0,250.0,30.0,160.0,28.0,56.0,85.0,50.0,130.0,48.0,360.0,370.0,50.0,340.0,80.0,80.0,640.0,27.0,230.0,30.0,140.0,520.0,220.0,17.0,240.0,160.0,60.0,340.0,15.0,4.0,51.0,2.0
"Demonstrate equipment to customers and explain its use, responding to any inquiries or complaints.",demonstrate equipment to customers and explain its use responding to any inquiries or complaints,Explain use of products or services.,Explain technical details of products or services.,Interpreting the Meaning of Information for Others,"Telecommunications Equipment Installers and Repairers, Except Line Installers",telecommunications equipment installers and repairers except line installers,49-2022.00,"Telecommunications Equipment Installers and Repairers, Except Line Installers",49-2022,49-2022.00,Radio and Telecommunications Equipment Installers and Repairers,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers","Installation, Maintenance, and Repair Occupations",2026-05-31,0.0226142528590069,3.854293512492127,True,2.763948846153846,4.37,92.13,0.2108883598864595,0.1,E1,E0,63890.0,59770.0,95850.0,72710.0,49740.0,76630.0,76410.0,75200.0,66670.0,73130.0,61030.0,64900.0,79250.0,62440.0,64630.0,61030.0,65710.0,58690.0,59700.0,80210.0,61720.0,63050.0,76500.0,61700.0,75150.0,61250.0,57610.0,73970.0,60520.0,62800.0,85240.0,78000.0,63600.0,67710.0,63970.0,90890.0,61680.0,50350.0,75270.0,64960.0,66960.0,61480.0,62000.0,61220.0,59370.0,65650.0,81800.0,61340.0,77610.0,63560.0,60770.0,60250.0,36600.0,33760.0,55960.0,140920.0,3200.0,520.0,3320.0,1320.0,14040.0,3180.0,1910.0,440.0,300.0,11820.0,6640.0,760.0,1080.0,5760.0,2050.0,1780.0,1480.0,2210.0,3060.0,400.0,2520.0,2890.0,3940.0,1900.0,1500.0,2260.0,630.0,1430.0,890.0,550.0,2690.0,1100.0,6240.0,3540.0,470.0,3560.0,1660.0,1710.0,5220.0,150.0,2130.0,520.0,2480.0,13440.0,2160.0,310.0,3310.0,3210.0,820.0,2120.0,310.0,190.0,480.0,60.0
Demonstrate how to clean and care for skin properly and recommend skin-care regimens.,demonstrate how to clean and care for skin properly and recommend skincare regimens,Demonstrate activity techniques or equipment use.,Train others to use equipment or products.,Training and Teaching Others,Skincare Specialists,skincare specialists,39-5094.00,Skincare Specialists,39-5094,39-5094.00,Miscellaneous Personal Appearance Workers,Personal Appearance Workers,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.470747074707471,True,3.339112307692308,4.88,98.64,0.2614432883901929,0.1,E0,E0,45330.0,39260.0,41240.0,50470.0,36520.0,38770.0,54500.0,43680.0,50820.0,77480.0,43880.0,48660.0,45330.0,34130.0,45330.0,44450.0,37080.0,45760.0,38580.0,36890.0,55850.0,46590.0,47310.0,45240.0,44430.0,41160.0,45200.0,58500.0,58420.0,38660.0,46890.0,45870.0,47230.0,42910.0,39120.0,58160.0,39150.0,37340.0,52110.0,43620.0,43880.0,39670.0,38230.0,36590.0,49250.0,45490.0,45330.0,39350.0,79320.0,38030.0,46220.0,62400.0,45330.0,23440.0,45330.0,72890.0,590.0,120.0,1710.0,340.0,11360.0,1510.0,660.0,130.0,200.0,5270.0,2230.0,140.0,720.0,2960.0,1120.0,710.0,420.0,830.0,600.0,260.0,1130.0,1360.0,1510.0,920.0,320.0,1390.0,280.0,550.0,1540.0,430.0,2660.0,370.0,3510.0,2680.0,190.0,1700.0,680.0,1070.0,2560.0,120.0,1210.0,150.0,1710.0,6160.0,1160.0,142.0,1970.0,2200.0,80.0,1190.0,100.0,31.0,330.0,15.0
Demonstrate how to clean and care for skin properly and recommend skin-care regimens.,demonstrate how to clean and care for skin properly and recommend skincare regimens,Teach health or hygiene practices.,Train others on health or medical topics.,Training and Teaching Others,Skincare Specialists,skincare specialists,39-5094.00,Skincare Specialists,39-5094,39-5094.00,Miscellaneous Personal Appearance Workers,Personal Appearance Workers,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.470747074707471,True,3.339112307692308,4.88,98.64,0.2614432883901929,0.1,E0,E0,45330.0,39260.0,41240.0,50470.0,36520.0,38770.0,54500.0,43680.0,50820.0,77480.0,43880.0,48660.0,45330.0,34130.0,45330.0,44450.0,37080.0,45760.0,38580.0,36890.0,55850.0,46590.0,47310.0,45240.0,44430.0,41160.0,45200.0,58500.0,58420.0,38660.0,46890.0,45870.0,47230.0,42910.0,39120.0,58160.0,39150.0,37340.0,52110.0,43620.0,43880.0,39670.0,38230.0,36590.0,49250.0,45490.0,45330.0,39350.0,79320.0,38030.0,46220.0,62400.0,45330.0,23440.0,45330.0,72890.0,590.0,120.0,1710.0,340.0,11360.0,1510.0,660.0,130.0,200.0,5270.0,2230.0,140.0,720.0,2960.0,1120.0,710.0,420.0,830.0,600.0,260.0,1130.0,1360.0,1510.0,920.0,320.0,1390.0,280.0,550.0,1540.0,430.0,2660.0,370.0,3510.0,2680.0,190.0,1700.0,680.0,1070.0,2560.0,120.0,1210.0,150.0,1710.0,6160.0,1160.0,142.0,1970.0,2200.0,80.0,1190.0,100.0,31.0,330.0,15.0
Demonstrate how to clean and care for skin properly and recommend skin-care regimens.,demonstrate how to clean and care for skin properly and recommend skincare regimens,Provide medical or cosmetic advice for clients.,Advise patients or clients on medical issues.,Providing Consultation and Advice to Others,Skincare Specialists,skincare specialists,39-5094.00,Skincare Specialists,39-5094,39-5094.00,Miscellaneous Personal Appearance Workers,Personal Appearance Workers,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.470747074707471,True,3.339112307692308,4.88,98.64,0.2614432883901929,0.1,E0,E0,45330.0,39260.0,41240.0,50470.0,36520.0,38770.0,54500.0,43680.0,50820.0,77480.0,43880.0,48660.0,45330.0,34130.0,45330.0,44450.0,37080.0,45760.0,38580.0,36890.0,55850.0,46590.0,47310.0,45240.0,44430.0,41160.0,45200.0,58500.0,58420.0,38660.0,46890.0,45870.0,47230.0,42910.0,39120.0,58160.0,39150.0,37340.0,52110.0,43620.0,43880.0,39670.0,38230.0,36590.0,49250.0,45490.0,45330.0,39350.0,79320.0,38030.0,46220.0,62400.0,45330.0,23440.0,45330.0,72890.0,590.0,120.0,1710.0,340.0,11360.0,1510.0,660.0,130.0,200.0,5270.0,2230.0,140.0,720.0,2960.0,1120.0,710.0,420.0,830.0,600.0,260.0,1130.0,1360.0,1510.0,920.0,320.0,1390.0,280.0,550.0,1540.0,430.0,2660.0,370.0,3510.0,2680.0,190.0,1700.0,680.0,1070.0,2560.0,120.0,1210.0,150.0,1710.0,6160.0,1160.0,142.0,1970.0,2200.0,80.0,1190.0,100.0,31.0,330.0,15.0
"Demonstrate or explain products, methods, or services to persuade customers to purchase products or use services.",demonstrate or explain products methods or services to persuade customers to purchase products or use services,Explain technical product or service information to customers.,Explain technical details of products or services.,Interpreting the Meaning of Information for Others,Demonstrators and Product Promoters,demonstrators and product promoters,41-9011.00,Demonstrators and Product Promoters,41-9011,41-9011.00,"Models, Demonstrators, and Product Promoters",Other Sales and Related Workers,Sales and Related Occupations,2026-05-31,0.0113071264295034,4.836029641999791,False,3.1997584615384613,4.46,98.99,0.5529670898091951,0.2,E1,E0,39320.0,28630.0,39320.0,39780.0,33640.0,46220.0,37750.0,36890.0,31200.0,39750.0,31300.0,32180.0,38490.0,31370.0,36550.0,47630.0,37050.0,33770.0,42910.0,29680.0,35880.0,38900.0,47590.0,50290.0,34180.0,28470.0,37740.0,33070.0,32180.0,45030.0,38510.0,36420.0,29110.0,49150.0,36650.0,32180.0,34610.0,45760.0,38430.0,36910.0,47600.0,38590.0,29560.0,35070.0,38780.0,38280.0,37040.0,41600.0,38670.0,39320.0,38220.0,39320.0,39320.0,22530.0,39320.0,64520.0,871.0,134.0,3130.0,180.0,18140.0,1150.0,490.0,200.0,150.0,3160.0,560.0,280.0,330.0,2890.0,530.0,280.0,380.0,480.0,798.0,190.0,170.0,1000.0,1360.0,1400.0,160.0,610.0,100.0,200.0,1200.0,60.0,1550.0,560.0,4510.0,2037.0,177.0,710.0,470.0,1700.0,720.0,50.0,190.0,70.0,430.0,4930.0,800.0,150.0,1870.0,4020.000000000001,289.0,220.0,116.0,27.0,930.0,13.0
"Demonstrate or explain products, methods, or services to persuade customers to purchase products or use services.",demonstrate or explain products methods or services to persuade customers to purchase products or use services,Demonstrate products to consumers.,"Promote products, services, or programs.",Selling or Influencing Others,Demonstrators and Product Promoters,demonstrators and product promoters,41-9011.00,Demonstrators and Product Promoters,41-9011,41-9011.00,"Models, Demonstrators, and Product Promoters",Other Sales and Related Workers,Sales and Related Occupations,2026-05-31,0.0113071264295034,4.836029641999791,False,3.1997584615384613,4.46,98.99,0.5529670898091951,0.2,E1,E0,39320.0,28630.0,39320.0,39780.0,33640.0,46220.0,37750.0,36890.0,31200.0,39750.0,31300.0,32180.0,38490.0,31370.0,36550.0,47630.0,37050.0,33770.0,42910.0,29680.0,35880.0,38900.0,47590.0,50290.0,34180.0,28470.0,37740.0,33070.0,32180.0,45030.0,38510.0,36420.0,29110.0,49150.0,36650.0,32180.0,34610.0,45760.0,38430.0,36910.0,47600.0,38590.0,29560.0,35070.0,38780.0,38280.0,37040.0,41600.0,38670.0,39320.0,38220.0,39320.0,39320.0,22530.0,39320.0,64520.0,871.0,134.0,3130.0,180.0,18140.0,1150.0,490.0,200.0,150.0,3160.0,560.0,280.0,330.0,2890.0,530.0,280.0,380.0,480.0,798.0,190.0,170.0,1000.0,1360.0,1400.0,160.0,610.0,100.0,200.0,1200.0,60.0,1550.0,560.0,4510.0,2037.0,177.0,710.0,470.0,1700.0,720.0,50.0,190.0,70.0,430.0,4930.0,800.0,150.0,1870.0,4020.000000000001,289.0,220.0,116.0,27.0,930.0,13.0
"Demonstrate systems for customers and explain details, such as the causes and consequences of false alarms.",demonstrate systems for customers and explain details such as the causes and consequences of false alarms,Explain use of products or services.,Explain technical details of products or services.,Interpreting the Meaning of Information for Others,Security and Fire Alarm Systems Installers,security and fire alarm systems installers,49-2098.00,Security and Fire Alarm Systems Installers,49-2098,49-2098.00,"Miscellaneous Electrical and Electronic Equipment Mechanics, Installers, and Repairers","Electrical and Electronic Equipment Mechanics, Installers, and Repairers","Installation, Maintenance, and Repair Occupations",2026-05-31,0.0113071264295034,3.756644947771228,True,0.4797280769230769,4.43,99.24,0.1137676086485022,0.3,E1,E0,60070.0,60710.0,79870.0,59680.0,48950.0,71570.0,62250.0,75410.0,59680.0,58460.0,60070.0,53100.0,63140.0,49180.0,59800.0,58070.0,63750.0,61480.0,60700.0,54730.0,64080.0,65330.0,78530.0,55830.0,62440.0,47160.0,54620.0,58800.0,48000.0,60980.0,61530.0,63140.0,58350.0,58550.0,54120.0,57620.0,61860.0,48240.0,75710.0,59500.0,76320.0,59710.0,55690.0,51460.0,52270.0,61150.0,60080.0,60790.0,72950.0,51100.0,61130.0,59800.0,37450.0,29280.0,60070.0,86340.0,1350.0,110.0,2040.0,620.0,8180.0,1950.0,540.0,160.0,210.0,8320.0,2220.0,380.0,340.0,2180.0,1930.0,480.0,740.0,1080.0,1170.0,240.0,2230.0,1690.0,2060.0,770.0,440.0,1790.0,190.0,490.0,1170.0,500.0,2740.0,630.0,6620.0,2880.0,150.0,2440.0,1340.0,950.0,2650.0,240.0,1050.0,220.0,2520.0,10260.0,980.0,110.0,2130.0,1670.0,260.0,770.0,150.0,60.0,600.0,18.0
Describe and express observations and conclusions in mathematical terms.,describe and express observations and conclusions in mathematical terms,Prepare scientific or technical reports or presentations.,Present research or technical information.,Documenting/Recording Information,Physicists,physicists,19-2012.00,Physicists,19-2012,19-2012.00,Astronomers and Physicists,Physical Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.823600000000001,False,1.840373846153846,4.04,97.54,0.1469487911368432,0.1,E1,E1,172250.0,139330.0,172250.0,130500.0,135820.0,207490.0,104580.0,180300.0,82590.0,157040.0,225390.0,144870.0,117190.0,135150.0,137140.0,105940.0,178110.0,172250.0,180910.0,166240.0,172250.0,174390.0,106410.0,94520.0,171220.0,129970.0,140460.0,103800.0,172250.0,154030.0,214030.0,163270.0,165340.0,181970.0,174180.0,172250.0,162900.0,200050.0,200320.0,210990.0,155150.0,138400.0,83050.0,165010.0,184040.0,156760.0,172250.0,145040.0,134790.0,172250.0,173120.0,172250.0,172250.0,172250.0,172250.0,20430.0,280.0,42.0,120.0,60.0,5930.0,1050.0,60.0,50.0,480.0,340.0,160.0,40.0,112.0,1590.0,230.0,110.0,188.0,50.0,40.0,60.0,1200.0,1150.0,510.0,110.0,80.0,90.0,30.0,134.0,50.0,30.0,470.0,580.0,1140.0,150.0,56.0,630.0,40.0,90.0,230.0,65.0,420.0,30.0,240.0,580.0,30.0,40.0,940.0,450.0,92.0,180.0,37.0,9.0,123.0,4.0
"Describe artifacts' physical properties or attributes, such as the materials from which artifacts are made and their size, shape, function, and decoration.",describe artifacts physical properties or attributes such as the materials from which artifacts are made and their size shape function and decoration,Evaluate characteristics of archival or historical objects.,Inspect characteristics or conditions of materials or products.,"Inspecting Equipment, Structures, or Materials",Anthropologists and Archeologists,anthropologists and archeologists,19-3091.00,Anthropologists and Archeologists,19-3091,19-3091.00,Miscellaneous Social Scientists and Related Workers,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.975700000000001,True,0.161845,3.67,60.0,0.0114369110265245,0.2,E2,E2,70770.0,75690.0,89810.0,65290.0,62160.0,72240.0,68620.0,91420.0,70770.0,70770.0,59270.0,58990.0,84530.0,88710.0,59560.0,63730.0,67270.0,41870.0,72230.0,47750.0,70770.0,54160.0,121300.0,64700.0,65920.0,70770.0,66930.0,79420.0,94520.0,64390.0,61160.0,66230.0,68180.0,67220.0,73130.0,63830.0,59160.0,71740.0,84970.0,79660.0,70770.0,63130.0,63130.0,60310.0,67700.0,73920.0,70770.0,80230.0,74790.0,54340.0,63130.0,76400.0,70770.0,70950.0,70770.0,8990.0,170.0,130.0,500.0,60.0,2060.0,250.0,97.0,28.0,40.0,620.0,150.0,210.0,170.0,140.0,70.0,40.0,60.0,70.0,110.0,37.0,220.0,80.0,253.0,140.0,67.0,80.0,80.0,40.0,230.0,40.0,140.0,230.0,120.0,200.0,25.0,70.0,90.0,240.0,130.0,29.0,50.0,40.0,160.0,430.0,120.0,17.0,320.0,260.0,50.0,40.0,80.0,4.0,40.0,2.0
"Describe merchandise and explain use, operation, and care of merchandise to customers.",describe merchandise and explain use operation and care of merchandise to customers,Explain technical product or service information to customers.,Explain technical details of products or services.,Interpreting the Meaning of Information for Others,Retail Salespersons,retail salespersons,41-2031.00,Retail Salespersons,41-2031,41-2031.00,Retail Salespersons,Retail Sales Workers,Sales and Related Occupations,2026-05-31,0.0226142528590069,4.08557861050893,False,3.945449230769231,4.33,99.42,0.3335357213880877,0.1,E1,E2,35410.0,30040.0,37290.0,35720.0,29270.0,38440.0,37950.0,36490.0,35360.0,38500.0,34010.0,30840.0,37790.0,35080.0,35370.0,31530.0,31360.0,32180.0,29650.0,29490.0,36640.0,35510.0,36610.0,34640.0,36370.0,28640.0,33460.0,36270.0,31870.0,34190.0,36200.0,36520.0,33300.0,37720.0,31370.0,36040.0,30800.0,29660.0,36770.0,31200.0,34860.0,30690.0,34370.0,31950.0,30800.0,33900.0,37400.0,34240.0,39560.0,28950.0,34480.0,34310.0,24000.0,22560.0,28790.0,3897860.0,60880.0,7890.0,93920.0,35510.0,376460.0,76660.0,42410.0,13400.0,4660.0,333460.0,143120.0,19180.0,20180.0,126610.0,83670.0,41000.0,33360.0,51250.0,49570.0,18450.0,79320.0,86860.0,111010.0,74840.0,38400.0,67140.0,13490.0,22780.0,43920.0,23880.0,72530.0,23800.0,238540.0,127540.0,11320.0,137370.0,43830.0,48090.0,141790.0,12830.0,67310.0,14180.0,87380.0,341640.0,47570.0,8250.0,100290.0,84850.0,19050.0,67640.0,8770.0,1540.0,41230.0,1300.0
"Describe merchandise and explain use, operation, and care of merchandise to customers.",describe merchandise and explain use operation and care of merchandise to customers,Advise customers on the use of products or services.,Advise others on products or services.,Providing Consultation and Advice to Others,Retail Salespersons,retail salespersons,41-2031.00,Retail Salespersons,41-2031,41-2031.00,Retail Salespersons,Retail Sales Workers,Sales and Related Occupations,2026-05-31,0.0226142528590069,4.08557861050893,False,3.945449230769231,4.33,99.42,0.3335357213880877,0.1,E1,E2,35410.0,30040.0,37290.0,35720.0,29270.0,38440.0,37950.0,36490.0,35360.0,38500.0,34010.0,30840.0,37790.0,35080.0,35370.0,31530.0,31360.0,32180.0,29650.0,29490.0,36640.0,35510.0,36610.0,34640.0,36370.0,28640.0,33460.0,36270.0,31870.0,34190.0,36200.0,36520.0,33300.0,37720.0,31370.0,36040.0,30800.0,29660.0,36770.0,31200.0,34860.0,30690.0,34370.0,31950.0,30800.0,33900.0,37400.0,34240.0,39560.0,28950.0,34480.0,34310.0,24000.0,22560.0,28790.0,3897860.0,60880.0,7890.0,93920.0,35510.0,376460.0,76660.0,42410.0,13400.0,4660.0,333460.0,143120.0,19180.0,20180.0,126610.0,83670.0,41000.0,33360.0,51250.0,49570.0,18450.0,79320.0,86860.0,111010.0,74840.0,38400.0,67140.0,13490.0,22780.0,43920.0,23880.0,72530.0,23800.0,238540.0,127540.0,11320.0,137370.0,43830.0,48090.0,141790.0,12830.0,67310.0,14180.0,87380.0,341640.0,47570.0,8250.0,100290.0,84850.0,19050.0,67640.0,8770.0,1540.0,41230.0,1300.0
Describe or demonstrate products that viewers may purchase through specific shows or in stores.,describe or demonstrate products that viewers may purchase through specific shows or in stores,"Promote products, activities, or organizations.","Promote products, services, or programs.",Selling or Influencing Others,Radio and Television Announcers,radio and television announcers,27-3011.00,Broadcast Announcers and Radio Disc Jockeys,27-3011,27-3011.00,Broadcast Announcers and Radio Disc Jockeys,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.953016028386149,False,1.2267492307692307,3.17,38.28,0.0666512108280783,0.1,E0,E2,47340.0,38530.0,44790.0,47930.0,36160.0,47340.0,50660.0,47340.0,47340.0,47340.0,56360.0,42020.0,51030.0,46940.0,46720.0,61760.0,37090.0,35130.0,36170.0,33020.0,44000.0,74480.0,60200.0,46640.0,43530.0,34040.0,45460.0,35000.0,45020.0,60460.0,46000.0,70800.0,38940.0,81310.0,47910.0,38500.0,42440.0,36110.0,46190.0,52080.0,55110.0,30960.0,40630.0,48290.0,49050.0,46080.0,35220.0,44400.0,44420.0,35400.0,40630.0,36760.0,47340.0,22970.0,47340.0,21240.0,300.0,80.0,410.0,300.0,1620.0,310.0,290.0,66.0,70.0,990.0,490.0,140.0,50.0,770.0,1040.0,320.0,440.0,340.0,190.0,170.0,290.0,280.0,650.0,750.0,160.0,470.0,130.0,280.0,160.0,70.0,190.0,190.0,1460.0,830.0,180.0,910.0,300.0,240.0,830.0,90.0,150.0,230.0,970.0,960.0,190.0,110.0,460.0,620.0,130.0,580.0,50.0,9.0,150.0,4.0
"Describe tour points of interest to group members, and respond to questions.",describe tour points of interest to group members and respond to questions,Provide attraction or event information to patrons.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,Tour Guides and Escorts,tour guides and escorts,39-7011.00,Tour Guides and Escorts,39-7011,39-7011.00,Tour and Travel Guides,Tour and Travel Guides,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.3524320370596135,False,3.7932738461538458,4.86,99.27,0.6338366289721398,0.2,E1,E1,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,26750.0,361.0,56.0,554.0,223.0,3113.0,491.0,290.0,83.0,120.0,1697.0,836.0,107.0,147.0,1042.0,547.0,266.0,246.0,342.0,331.0,109.0,472.0,622.0,753.0,504.0,199.0,502.0,87.0,175.0,265.0,117.0,732.0,149.0,1656.0,845.0,73.0,948.0,292.0,336.0,1036.0,86.0,394.0,78.0,560.0,2405.0,297.0,52.0,702.0,607.0,120.0,503.0,48.0,11.0,160.0,5.0
"Describe tour points of interest to group members, and respond to questions.",describe tour points of interest to group members and respond to questions,Respond to customer inquiries.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,Tour Guides and Escorts,tour guides and escorts,39-7011.00,Tour Guides and Escorts,39-7011,39-7011.00,Tour and Travel Guides,Tour and Travel Guides,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.3524320370596135,False,3.7932738461538458,4.86,99.27,0.6338366289721398,0.2,E1,E1,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,26750.0,361.0,56.0,554.0,223.0,3113.0,491.0,290.0,83.0,120.0,1697.0,836.0,107.0,147.0,1042.0,547.0,266.0,246.0,342.0,331.0,109.0,472.0,622.0,753.0,504.0,199.0,502.0,87.0,175.0,265.0,117.0,732.0,149.0,1656.0,845.0,73.0,948.0,292.0,336.0,1036.0,86.0,394.0,78.0,560.0,2405.0,297.0,52.0,702.0,607.0,120.0,503.0,48.0,11.0,160.0,5.0
Design and create special programs for tasks such as statistical analysis and data entry and cleaning.,design and create special programs for tasks such as statistical analysis and data entry and cleaning,Develop software or applications for scientific or technical use.,Design computer or information systems or applications.,Thinking Creatively,Social Science Research Assistants,social science research assistants,19-4061.00,Social Science Research Assistants,19-4061,19-4061.00,Social Science Research Assistants,"Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Occupations",2026-05-31,0.0113071264295034,4.520833333333334,False,1.3525315384615384,4.46,70.84,1.799123365789542,2.139257665734817,E2,E1,61990.0,53080.0,62230.0,61680.0,61990.0,60250.0,50430.0,60110.0,68230.0,65330.0,50700.0,66620.0,61990.0,62570.0,64890.0,57020.0,40940.0,67740.0,66390.0,52600.0,50650.0,65550.0,63480.0,60210.0,44920.0,61990.0,65940.0,49860.0,56190.0,26560.0,65690.0,62760.0,50640.0,61210.0,63710.0,61990.0,50330.0,69090.0,56770.0,54610.0,51420.0,64490.0,44820.0,46410.0,58070.0,61990.0,47510.0,53260.0,50420.0,51140.0,48090.0,61990.0,61990.0,61990.0,61990.0,30640.0,414.0,40.0,1020.0,255.0,5300.0,100.0,50.0,40.0,1560.0,1130.0,1840.0,123.0,168.0,250.0,210.0,140.0,170.0,1190.0,340.0,120.0,700.0,712.0,750.0,300.0,228.0,750.0,30.0,230.0,304.0,70.0,370.0,50.0,3040.0,2930.0,84.0,240.0,100.0,220.0,860.0,220.0,500.0,40.0,140.0,1180.0,500.0,40.0,700.0,450.0,550.0,110.0,55.0,13.0,184.0,6.0
"Design and edit promotional publications, such as brochures.",design and edit promotional publications such as brochures,Edit documents.,Edit written materials or documents.,Making Decisions and Solving Problems,Public Relations and Fundraising Managers,public relations and fundraising managers,11-2031.00,Public Relations Managers,11-2032,11-2032.00,Public Relations and Fundraising Managers,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",Management Occupations,2026-05-31,0.0056535632147517,4.320469968601236,False,0.1396076923076923,3.01,77.88,0.0313741677345538,0.3,E1,E2,142145.55555555556,94985.55555555556,116957.77777777778,114860.0,96823.33333333331,160844.44444444444,155567.77777777778,147172.22222222222,148285.55555555556,185182.22222222225,120814.44444444444,129733.33333333331,102543.33333333331,95900.0,126278.88888888888,114500.0,115834.44444444444,127860.0,115086.66666666669,100551.11111111112,155724.44444444444,145240.0,167295.55555555556,116891.11111111112,136346.66666666666,93928.88888888888,113912.22222222222,109357.90123456792,102837.77777777778,112416.66666666669,138086.66666666666,167317.77777777778,112242.22222222222,178353.33333333334,130855.55555555556,115807.77777777778,114847.77777777778,101823.33333333331,125118.88888888888,116545.55555555556,156055.55555555556,104546.66666666669,142145.55555555556,123027.77777777778,119970.0,124341.11111111112,139262.0987654321,169093.33333333334,154455.55555555556,80606.66666666667,116004.44444444444,142145.55555555556,142145.55555555556,87813.45679012345,142145.55555555556,66841.11111111111,466.6666666666666,320.0,1027.7777777777778,297.77777777777777,8517.777777777777,1087.6666666666667,892.2222222222222,158.88888888888889,5941.111111111111,2618.8888888888887,1348.888888888889,356.6666666666667,300.22222222222223,2790.0,564.4444444444445,572.2222222222222,268.8888888888889,443.3333333333333,260.0,262.0,1370.0,2190.0,1533.3333333333333,1107.7777777777776,147.77777777777777,869.7777777777778,177.77777777777777,345.55555555555554,383.33333333333337,316.66666666666663,2048.888888888889,210.0,6903.333333333333,1403.3333333333333,107.7777777777778,1451.111111111111,430.0,1354.4444444444443,2152.222222222222,212.2222222222222,554.4444444444445,195.0,611.1111111111111,6938.888888888889,480.0,257.77777777777777,2225.555555555556,1485.5555555555557,76.66666666666667,874.4444444444445,120.0,28.0,260.22222222222223,14.0
"Design and edit promotional publications, such as brochures.",design and edit promotional publications such as brochures,Develop promotional materials.,Develop marketing or promotional materials.,Thinking Creatively,Public Relations and Fundraising Managers,public relations and fundraising managers,11-2031.00,Public Relations Managers,11-2032,11-2032.00,Public Relations and Fundraising Managers,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",Management Occupations,2026-05-31,0.0056535632147517,4.320469968601236,False,0.1396076923076923,3.01,77.88,0.0313741677345538,0.3,E1,E2,142145.55555555556,94985.55555555556,116957.77777777778,114860.0,96823.33333333331,160844.44444444444,155567.77777777778,147172.22222222222,148285.55555555556,185182.22222222225,120814.44444444444,129733.33333333331,102543.33333333331,95900.0,126278.88888888888,114500.0,115834.44444444444,127860.0,115086.66666666669,100551.11111111112,155724.44444444444,145240.0,167295.55555555556,116891.11111111112,136346.66666666666,93928.88888888888,113912.22222222222,109357.90123456792,102837.77777777778,112416.66666666669,138086.66666666666,167317.77777777778,112242.22222222222,178353.33333333334,130855.55555555556,115807.77777777778,114847.77777777778,101823.33333333331,125118.88888888888,116545.55555555556,156055.55555555556,104546.66666666669,142145.55555555556,123027.77777777778,119970.0,124341.11111111112,139262.0987654321,169093.33333333334,154455.55555555556,80606.66666666667,116004.44444444444,142145.55555555556,142145.55555555556,87813.45679012345,142145.55555555556,66841.11111111111,466.6666666666666,320.0,1027.7777777777778,297.77777777777777,8517.777777777777,1087.6666666666667,892.2222222222222,158.88888888888889,5941.111111111111,2618.8888888888887,1348.888888888889,356.6666666666667,300.22222222222223,2790.0,564.4444444444445,572.2222222222222,268.8888888888889,443.3333333333333,260.0,262.0,1370.0,2190.0,1533.3333333333333,1107.7777777777776,147.77777777777777,869.7777777777778,177.77777777777777,345.55555555555554,383.33333333333337,316.66666666666663,2048.888888888889,210.0,6903.333333333333,1403.3333333333333,107.7777777777778,1451.111111111111,430.0,1354.4444444444443,2152.222222222222,212.2222222222222,554.4444444444445,195.0,611.1111111111111,6938.888888888889,480.0,257.77777777777777,2225.555555555556,1485.5555555555557,76.66666666666667,874.4444444444445,120.0,28.0,260.22222222222223,14.0
"Design and edit promotional publications, such as brochures.",design and edit promotional publications such as brochures,Edit documents.,Edit written materials or documents.,Making Decisions and Solving Problems,Public Relations and Fundraising Managers,public relations and fundraising managers,11-2031.00,Fundraising Managers,11-2033,11-2033.00,Public Relations and Fundraising Managers,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",Management Occupations,2026-05-31,0.0056535632147517,4.320469968601236,False,0.1396076923076923,3.01,77.88,0.0265814595265313,0.3,E1,E1,142145.55555555556,94985.55555555556,116957.77777777778,114860.0,96823.33333333331,160844.44444444444,155567.77777777778,147172.22222222222,148285.55555555556,185182.22222222225,120814.44444444444,129733.33333333331,102543.33333333331,95900.0,126278.88888888888,114500.0,115834.44444444444,127860.0,115086.66666666669,100551.11111111112,155724.44444444444,145240.0,167295.55555555556,116891.11111111112,136346.66666666666,93928.88888888888,113912.22222222222,109357.90123456792,102837.77777777778,112416.66666666669,138086.66666666666,167317.77777777778,112242.22222222222,178353.33333333334,130855.55555555556,115807.77777777778,114847.77777777778,101823.33333333331,125118.88888888888,116545.55555555556,156055.55555555556,104546.66666666669,142145.55555555556,123027.77777777778,119970.0,124341.11111111112,139262.0987654321,169093.33333333334,154455.55555555556,80606.66666666667,116004.44444444444,142145.55555555556,142145.55555555556,87813.45679012345,142145.55555555556,66841.11111111111,466.6666666666666,320.0,1027.7777777777778,297.77777777777777,8517.777777777777,1087.6666666666667,892.2222222222222,158.88888888888889,5941.111111111111,2618.8888888888887,1348.888888888889,356.6666666666667,300.22222222222223,2790.0,564.4444444444445,572.2222222222222,268.8888888888889,443.3333333333333,260.0,262.0,1370.0,2190.0,1533.3333333333333,1107.7777777777776,147.77777777777777,869.7777777777778,177.77777777777777,345.55555555555554,383.33333333333337,316.66666666666663,2048.888888888889,210.0,6903.333333333333,1403.3333333333333,107.7777777777778,1451.111111111111,430.0,1354.4444444444443,2152.222222222222,212.2222222222222,554.4444444444445,195.0,611.1111111111111,6938.888888888889,480.0,257.77777777777777,2225.555555555556,1485.5555555555557,76.66666666666667,874.4444444444445,120.0,28.0,260.22222222222223,14.0
"Design and edit promotional publications, such as brochures.",design and edit promotional publications such as brochures,Develop promotional materials.,Develop marketing or promotional materials.,Thinking Creatively,Public Relations and Fundraising Managers,public relations and fundraising managers,11-2031.00,Fundraising Managers,11-2033,11-2033.00,Public Relations and Fundraising Managers,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",Management Occupations,2026-05-31,0.0056535632147517,4.320469968601236,False,0.1396076923076923,3.01,77.88,0.0265814595265313,0.3,E1,E1,142145.55555555556,94985.55555555556,116957.77777777778,114860.0,96823.33333333331,160844.44444444444,155567.77777777778,147172.22222222222,148285.55555555556,185182.22222222225,120814.44444444444,129733.33333333331,102543.33333333331,95900.0,126278.88888888888,114500.0,115834.44444444444,127860.0,115086.66666666669,100551.11111111112,155724.44444444444,145240.0,167295.55555555556,116891.11111111112,136346.66666666666,93928.88888888888,113912.22222222222,109357.90123456792,102837.77777777778,112416.66666666669,138086.66666666666,167317.77777777778,112242.22222222222,178353.33333333334,130855.55555555556,115807.77777777778,114847.77777777778,101823.33333333331,125118.88888888888,116545.55555555556,156055.55555555556,104546.66666666669,142145.55555555556,123027.77777777778,119970.0,124341.11111111112,139262.0987654321,169093.33333333334,154455.55555555556,80606.66666666667,116004.44444444444,142145.55555555556,142145.55555555556,87813.45679012345,142145.55555555556,66841.11111111111,466.6666666666666,320.0,1027.7777777777778,297.77777777777777,8517.777777777777,1087.6666666666667,892.2222222222222,158.88888888888889,5941.111111111111,2618.8888888888887,1348.888888888889,356.6666666666667,300.22222222222223,2790.0,564.4444444444445,572.2222222222222,268.8888888888889,443.3333333333333,260.0,262.0,1370.0,2190.0,1533.3333333333333,1107.7777777777776,147.77777777777777,869.7777777777778,177.77777777777777,345.55555555555554,383.33333333333337,316.66666666666663,2048.888888888889,210.0,6903.333333333333,1403.3333333333333,107.7777777777778,1451.111111111111,430.0,1354.4444444444443,2152.222222222222,212.2222222222222,554.4444444444445,195.0,611.1111111111111,6938.888888888889,480.0,257.77777777777777,2225.555555555556,1485.5555555555557,76.66666666666667,874.4444444444445,120.0,28.0,260.22222222222223,14.0
Design and implement dashboard and data visualizations to meet customer reporting needs.,design and implement dashboard and data visualizations to meet customer reporting needs,Design software applications.,Design computer or information systems or applications.,Thinking Creatively,"Computer Occupations, All Other",computer occupations all other,15-1199.00,Blockchain Engineers,15-1299,15-1299.07,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.628852524846902,False,0.3442555982905982,3.594444444444445,81.39,0.5714645511630797,1.251742296042163,E2,E2,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,17371.0,630.0,170.0,5510.0,268.0,19188.0,2825.0,742.0,860.0,4118.0,13710.0,4939.0,498.0,249.0,2672.0,800.0,922.0,321.0,1850.0,1202.0,900.0,4563.0,1477.0,1781.0,1001.0,347.0,14340.0,129.0,546.0,625.0,232.0,2875.0,395.0,11460.0,3612.0,175.0,6150.0,795.0,587.0,14580.0,199.0,1029.0,240.0,2617.0,13650.0,1599.0,316.0,4070.0,3438.0,809.0,1120.0,41.0,67.0,211.0,10.0
Design and implement dashboard and data visualizations to meet customer reporting needs.,design and implement dashboard and data visualizations to meet customer reporting needs,Install computer software.,"Set up computer systems, networks, or other information systems.",Working with Computers,"Computer Occupations, All Other",computer occupations all other,15-1199.00,Blockchain Engineers,15-1299,15-1299.07,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.628852524846902,False,0.3442555982905982,3.594444444444445,81.39,0.5714645511630797,1.251742296042163,E2,E2,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,17371.0,630.0,170.0,5510.0,268.0,19188.0,2825.0,742.0,860.0,4118.0,13710.0,4939.0,498.0,249.0,2672.0,800.0,922.0,321.0,1850.0,1202.0,900.0,4563.0,1477.0,1781.0,1001.0,347.0,14340.0,129.0,546.0,625.0,232.0,2875.0,395.0,11460.0,3612.0,175.0,6150.0,795.0,587.0,14580.0,199.0,1029.0,240.0,2617.0,13650.0,1599.0,316.0,4070.0,3438.0,809.0,1120.0,41.0,67.0,211.0,10.0
Design and implement efforts to publicize events and promote sponsorships.,design and implement efforts to publicize events and promote sponsorships,Create marketing materials.,Develop marketing or promotional materials.,Thinking Creatively,"Meeting, Convention, and Event Planners",meeting convention and event planners,13-1121.00,"Meeting, Convention, and Event Planners",13-1121,13-1121.00,"Meeting, Convention, and Event Planners",Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.560697176638468,False,0.10073,3.06,45.6,0.0300273032807563,0.7,E2,E2,61160.0,52180.0,54990.0,61330.0,53040.0,71120.0,62050.0,70010.0,49020.0,76970.0,60270.0,49250.0,74460.0,61160.0,59840.0,50090.0,51750.0,54840.0,49280.0,61150.0,57900.0,63280.0,75740.0,52780.0,57710.0,44680.0,56900.0,49000.0,52630.0,57610.0,63250.0,72780.0,50820.0,74730.0,54990.0,51700.0,49900.0,48990.0,61120.0,58170.0,59910.0,51830.0,47050.0,52000.0,57470.0,54150.0,74310.0,60930.0,65530.0,35760.0,53940.0,55550.0,61160.0,28400.0,61580.0,142860.0,980.0,150.0,3440.0,550.0,20650.0,4650.0,1450.0,400.0,2360.0,10480.0,5050.0,550.0,783.0,5220.0,2140.0,1120.0,920.0,1110.0,610.0,490.0,2570.0,4640.0,3560.0,3160.0,360.0,2500.0,350.0,610.0,2060.0,510.0,2160.0,350.0,10330.0,4340.0,300.0,4750.0,1440.0,2020.0,3940.0,890.0,1240.0,340.0,3260.0,10730.0,1970.0,430.0,4230.0,3600.0,300.0,2690.0,120.0,61.0,830.0,60.0
Design and implement efforts to publicize events and promote sponsorships.,design and implement efforts to publicize events and promote sponsorships,"Market products, services, or events.","Promote products, services, or programs.",Selling or Influencing Others,"Meeting, Convention, and Event Planners",meeting convention and event planners,13-1121.00,"Meeting, Convention, and Event Planners",13-1121,13-1121.00,"Meeting, Convention, and Event Planners",Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.560697176638468,False,0.10073,3.06,45.6,0.0300273032807563,0.7,E2,E2,61160.0,52180.0,54990.0,61330.0,53040.0,71120.0,62050.0,70010.0,49020.0,76970.0,60270.0,49250.0,74460.0,61160.0,59840.0,50090.0,51750.0,54840.0,49280.0,61150.0,57900.0,63280.0,75740.0,52780.0,57710.0,44680.0,56900.0,49000.0,52630.0,57610.0,63250.0,72780.0,50820.0,74730.0,54990.0,51700.0,49900.0,48990.0,61120.0,58170.0,59910.0,51830.0,47050.0,52000.0,57470.0,54150.0,74310.0,60930.0,65530.0,35760.0,53940.0,55550.0,61160.0,28400.0,61580.0,142860.0,980.0,150.0,3440.0,550.0,20650.0,4650.0,1450.0,400.0,2360.0,10480.0,5050.0,550.0,783.0,5220.0,2140.0,1120.0,920.0,1110.0,610.0,490.0,2570.0,4640.0,3560.0,3160.0,360.0,2500.0,350.0,610.0,2060.0,510.0,2160.0,350.0,10330.0,4340.0,300.0,4750.0,1440.0,2020.0,3940.0,890.0,1240.0,340.0,3260.0,10730.0,1970.0,430.0,4230.0,3600.0,300.0,2690.0,120.0,61.0,830.0,60.0
"Design, build, or maintain Web sites, using authoring or scripting languages, content creation tools, management tools, and digital media.",design build or maintain web sites using authoring or scripting languages content creation tools management tools and digital media,Design websites or web applications.,Design computer or information systems or applications.,Thinking Creatively,Web Developers,web developers,15-1134.00,Web Developers,15-1254,15-1254.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0791498850065242,4.489865886860946,False,2.8752111538461538,4.42,100.0,3.303330210122555,1.455551391379528,E2,E1,98992.64705882352,72653.81487889274,83517.34429065743,88434.70588235294,77620.8910034602,128812.9411764706,91499.11764705884,90808.5294117647,86000.58823529411,110755.88235294116,87110.57958477509,97867.35294117648,98992.64705882352,70885.29411764706,85317.35294117648,71124.11764705883,66920.29411764706,71930.29411764706,79483.82352941176,76087.05882352941,98992.64705882352,103787.9411764706,106891.4705882353,88712.94117647059,90754.41176470587,70804.10899653978,85431.76470588235,70425.58823529411,72062.64705882352,81487.64705882352,96639.70588235294,95252.64705882352,59838.23529411765,111103.23529411764,97381.17647058824,67758.5294117647,90256.75605536332,77384.11764705883,85561.17647058824,96315.88235294116,102526.76470588236,79721.17647058824,77863.53806228373,68473.23529411765,95216.17647058824,100069.41176470587,92620.8910034602,99745.88235294116,130462.35294117648,74685.88235294117,93262.0588235294,67633.23529411765,61108.52076124567,47517.64705882353,98992.64705882352,62631.91176470588,482.9411764705882,74.11764705882354,898.2352941176471,468.1764705882353,18367.941176470587,2557.3529411764707,923.2352941176472,158.23529411764707,457.9411764705882,4334.558823529412,2226.470588235294,164.70588235294116,287.05882352941177,3047.058823529412,1027.6470588235293,559.7058823529412,332.3529411764706,448.8235294117647,311.1764705882353,287.3529411764705,1596.764705882353,2387.058823529412,1675.0,1378.8235294117646,212.35294117647047,1187.9411764705883,298.52941176470586,503.8235294117647,809.4117647058823,447.6470588235294,2205.2941176470586,169.11764705882354,11014.411764705885,2795.5882352941176,98.23529411764706,2153.823529411765,370.88235294117646,1190.294117647059,2312.6470588235293,222.7941176470588,760.2941176470589,274.3235294117647,2732.058823529412,5468.823529411765,1157.0588235294117,99.05882352941175,3137.058823529412,8425.588235294117,288.2352941176471,1012.3529411764706,83.52941176470588,28.676470588235293,221.1764705882353,13.0
"Design, build, or maintain Web sites, using authoring or scripting languages, content creation tools, management tools, and digital media.",design build or maintain web sites using authoring or scripting languages content creation tools management tools and digital media,Update website content.,Process digital or online data.,Working with Computers,Web Developers,web developers,15-1134.00,Web Developers,15-1254,15-1254.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0791498850065242,4.489865886860946,False,2.8752111538461538,4.42,100.0,3.303330210122555,1.455551391379528,E2,E1,98992.64705882352,72653.81487889274,83517.34429065743,88434.70588235294,77620.8910034602,128812.9411764706,91499.11764705884,90808.5294117647,86000.58823529411,110755.88235294116,87110.57958477509,97867.35294117648,98992.64705882352,70885.29411764706,85317.35294117648,71124.11764705883,66920.29411764706,71930.29411764706,79483.82352941176,76087.05882352941,98992.64705882352,103787.9411764706,106891.4705882353,88712.94117647059,90754.41176470587,70804.10899653978,85431.76470588235,70425.58823529411,72062.64705882352,81487.64705882352,96639.70588235294,95252.64705882352,59838.23529411765,111103.23529411764,97381.17647058824,67758.5294117647,90256.75605536332,77384.11764705883,85561.17647058824,96315.88235294116,102526.76470588236,79721.17647058824,77863.53806228373,68473.23529411765,95216.17647058824,100069.41176470587,92620.8910034602,99745.88235294116,130462.35294117648,74685.88235294117,93262.0588235294,67633.23529411765,61108.52076124567,47517.64705882353,98992.64705882352,62631.91176470588,482.9411764705882,74.11764705882354,898.2352941176471,468.1764705882353,18367.941176470587,2557.3529411764707,923.2352941176472,158.23529411764707,457.9411764705882,4334.558823529412,2226.470588235294,164.70588235294116,287.05882352941177,3047.058823529412,1027.6470588235293,559.7058823529412,332.3529411764706,448.8235294117647,311.1764705882353,287.3529411764705,1596.764705882353,2387.058823529412,1675.0,1378.8235294117646,212.35294117647047,1187.9411764705883,298.52941176470586,503.8235294117647,809.4117647058823,447.6470588235294,2205.2941176470586,169.11764705882354,11014.411764705885,2795.5882352941176,98.23529411764706,2153.823529411765,370.88235294117646,1190.294117647059,2312.6470588235293,222.7941176470588,760.2941176470589,274.3235294117647,2732.058823529412,5468.823529411765,1157.0588235294117,99.05882352941175,3137.058823529412,8425.588235294117,288.2352941176471,1012.3529411764706,83.52941176470588,28.676470588235293,221.1764705882353,13.0
"Design, build, or maintain Web sites, using authoring or scripting languages, content creation tools, management tools, and digital media.",design build or maintain web sites using authoring or scripting languages content creation tools management tools and digital media,Design websites or web applications.,Design computer or information systems or applications.,Thinking Creatively,Web Developers,web developers,15-1134.00,Web and Digital Interface Designers,15-1255,15-1255.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0791498850065242,4.489865886860946,False,2.8752111538461538,4.42,100.0,2.065095240557105,1.455551391379528,E2,E1,98992.64705882352,72653.81487889274,83517.34429065743,88434.70588235294,77620.8910034602,128812.9411764706,91499.11764705884,90808.5294117647,86000.58823529411,110755.88235294116,87110.57958477509,97867.35294117648,98992.64705882352,70885.29411764706,85317.35294117648,71124.11764705883,66920.29411764706,71930.29411764706,79483.82352941176,76087.05882352941,98992.64705882352,103787.9411764706,106891.4705882353,88712.94117647059,90754.41176470587,70804.10899653978,85431.76470588235,70425.58823529411,72062.64705882352,81487.64705882352,96639.70588235294,95252.64705882352,59838.23529411765,111103.23529411764,97381.17647058824,67758.5294117647,90256.75605536332,77384.11764705883,85561.17647058824,96315.88235294116,102526.76470588236,79721.17647058824,77863.53806228373,68473.23529411765,95216.17647058824,100069.41176470587,92620.8910034602,99745.88235294116,130462.35294117648,74685.88235294117,93262.0588235294,67633.23529411765,61108.52076124567,47517.64705882353,98992.64705882352,62631.91176470588,482.9411764705882,74.11764705882354,898.2352941176471,468.1764705882353,18367.941176470587,2557.3529411764707,923.2352941176472,158.23529411764707,457.9411764705882,4334.558823529412,2226.470588235294,164.70588235294116,287.05882352941177,3047.058823529412,1027.6470588235293,559.7058823529412,332.3529411764706,448.8235294117647,311.1764705882353,287.3529411764705,1596.764705882353,2387.058823529412,1675.0,1378.8235294117646,212.35294117647047,1187.9411764705883,298.52941176470586,503.8235294117647,809.4117647058823,447.6470588235294,2205.2941176470586,169.11764705882354,11014.411764705885,2795.5882352941176,98.23529411764706,2153.823529411765,370.88235294117646,1190.294117647059,2312.6470588235293,222.7941176470588,760.2941176470589,274.3235294117647,2732.058823529412,5468.823529411765,1157.0588235294117,99.05882352941175,3137.058823529412,8425.588235294117,288.2352941176471,1012.3529411764706,83.52941176470588,28.676470588235293,221.1764705882353,13.0
"Design, build, or maintain Web sites, using authoring or scripting languages, content creation tools, management tools, and digital media.",design build or maintain web sites using authoring or scripting languages content creation tools management tools and digital media,Update website content.,Process digital or online data.,Working with Computers,Web Developers,web developers,15-1134.00,Web and Digital Interface Designers,15-1255,15-1255.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0791498850065242,4.489865886860946,False,2.8752111538461538,4.42,100.0,2.065095240557105,1.455551391379528,E2,E1,98992.64705882352,72653.81487889274,83517.34429065743,88434.70588235294,77620.8910034602,128812.9411764706,91499.11764705884,90808.5294117647,86000.58823529411,110755.88235294116,87110.57958477509,97867.35294117648,98992.64705882352,70885.29411764706,85317.35294117648,71124.11764705883,66920.29411764706,71930.29411764706,79483.82352941176,76087.05882352941,98992.64705882352,103787.9411764706,106891.4705882353,88712.94117647059,90754.41176470587,70804.10899653978,85431.76470588235,70425.58823529411,72062.64705882352,81487.64705882352,96639.70588235294,95252.64705882352,59838.23529411765,111103.23529411764,97381.17647058824,67758.5294117647,90256.75605536332,77384.11764705883,85561.17647058824,96315.88235294116,102526.76470588236,79721.17647058824,77863.53806228373,68473.23529411765,95216.17647058824,100069.41176470587,92620.8910034602,99745.88235294116,130462.35294117648,74685.88235294117,93262.0588235294,67633.23529411765,61108.52076124567,47517.64705882353,98992.64705882352,62631.91176470588,482.9411764705882,74.11764705882354,898.2352941176471,468.1764705882353,18367.941176470587,2557.3529411764707,923.2352941176472,158.23529411764707,457.9411764705882,4334.558823529412,2226.470588235294,164.70588235294116,287.05882352941177,3047.058823529412,1027.6470588235293,559.7058823529412,332.3529411764706,448.8235294117647,311.1764705882353,287.3529411764705,1596.764705882353,2387.058823529412,1675.0,1378.8235294117646,212.35294117647047,1187.9411764705883,298.52941176470586,503.8235294117647,809.4117647058823,447.6470588235294,2205.2941176470586,169.11764705882354,11014.411764705885,2795.5882352941176,98.23529411764706,2153.823529411765,370.88235294117646,1190.294117647059,2312.6470588235293,222.7941176470588,760.2941176470589,274.3235294117647,2732.058823529412,5468.823529411765,1157.0588235294117,99.05882352941175,3137.058823529412,8425.588235294117,288.2352941176471,1012.3529411764706,83.52941176470588,28.676470588235293,221.1764705882353,13.0
"Design cognitive aids, such as procedural storyboards or decision support systems.",design cognitive aids such as procedural storyboards or decision support systems,Prepare procedural documents.,"Document technical designs, procedures, or activities.",Documenting/Recording Information,Human Factors Engineers and Ergonomists,human factors engineers and ergonomists,17-2112.01,Human Factors Engineers and Ergonomists,17-2112,17-2112.01,"Industrial Engineers, Including Health and Safety",Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.4999,False,0.0898076923076923,3.55,100.0,0.1030192312266195,1.498461545114466,E1,E2,102440.0,99880.0,156510.0,108280.0,98410.0,124600.0,109750.0,104160.0,120190.0,103300.0,101610.0,100100.0,123800.0,100840.0,100540.0,97480.0,97690.0,99830.0,96820.0,122920.0,101030.0,119930.0,109420.0,101680.0,102660.0,95830.0,99290.0,104430.0,98170.0,102090.0,101310.0,103840.0,128090.0,102640.0,99310.0,96940.0,100060.0,97510.0,128290.0,99560.0,109350.0,101060.0,93200.0,99080.0,104560.0,103940.0,103010.0,102550.0,129050.0,108360.0,96980.0,122070.0,102440.0,81820.0,102440.0,168005.0,14056.0,404.0,13817.0,3142.0,60047.0,9555.0,11061.0,1507.0,294.0,25816.0,16427.0,92.0,2444.0,34250.0,21461.0,6615.0,6339.0,11153.0,3142.0,1893.0,7166.0,21075.0,56942.0,32302.0,4502.0,9316.0,717.0,2131.0,2885.0,3565.0,12623.0,2095.0,21700.0,21277.0,1102.0,43143.0,3987.0,10675.0,24217.0,1819.0,14626.0,1525.0,13670.0,56924.0,10143.0,808.0,10253.0,11263.0,1562.0,24015.0,441.0,72.0,5053.0,35.0
"Design custom clothing and accessories for individuals, retailers, or theatrical, television, or film productions.",design custom clothing and accessories for individuals retailers or theatrical television or film productions,"Develop artistic or design concepts for decoration, exhibition, or commercial purposes.",Create artistic designs or performances.,Thinking Creatively,Fashion Designers,fashion designers,27-1022.00,Fashion Designers,27-1022,27-1022.00,Designers,Art and Design Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.903236108154141,False,0.7122407692307692,3.62,50.57,1.668183778316574,4.136296816533974,E2,E2,80960.0,80960.0,80960.0,45720.0,80960.0,80960.0,94140.0,81510.0,80960.0,80960.0,43020.0,78340.0,47990.0,80960.0,80960.0,40740.0,80960.0,59150.0,80960.0,80960.0,49530.0,80960.0,103520.0,63430.0,42110.0,80960.0,80960.0,80960.0,80960.0,80960.0,100160.0,101610.0,80960.0,98640.0,74990.0,80960.0,82050.0,80960.0,80960.0,63840.0,80960.0,80960.0,80960.0,80960.0,40040.0,80960.0,79610.0,94120.0,82030.0,80960.0,57030.0,80960.0,80960.0,80960.0,80960.0,21450.0,290.0,45.0,444.0,190.0,6470.0,360.0,50.0,66.0,96.0,1100.0,120.0,86.0,117.0,836.0,120.0,214.0,40.0,120.0,265.0,30.0,120.0,540.0,40.0,420.0,159.0,200.0,70.0,140.0,213.0,40.0,160.0,119.0,5760.0,460.0,59.0,90.0,234.0,860.0,320.0,69.0,316.0,63.0,449.0,1850.0,430.0,60.0,100.0,487.0,96.0,120.0,38.0,9.0,129.0,4.0
"Design customer interface of online storefront, using web programming or e-commerce software.",design customer interface of online storefront using web programming or ecommerce software,Create marketing materials.,Develop marketing or promotional materials.,Thinking Creatively,Online Merchants,online merchants,13-1199.06,Online Merchants,13-1199,13-1199.06,Miscellaneous Business Operations Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.669625743972562,False,0.4330830769230769,4.37,57.35,0.2699588456757356,1.0,E2,E1,83050.0,100240.0,94740.0,83280.0,61240.0,87570.0,92520.0,85530.0,95040.0,108160.0,79650.0,78410.0,92620.0,76400.0,82070.0,79030.0,80470.0,83350.0,74690.0,63220.0,78830.0,101500.0,93270.0,81810.0,77820.0,76980.0,80420.0,74990.0,77980.0,67330.0,83740.0,91060.0,79100.0,83450.0,80230.0,80500.0,79350.0,93640.0,77170.0,80590.0,88130.0,79110.0,85340.0,78690.0,80820.0,80190.0,71710.0,85200.0,100360.0,69240.0,67370.0,74060.0,88610.0,46700.0,65170.0,304887.0,7842.0,2266.0,13698.0,9199.0,173886.0,51235.0,6316.0,1795.0,42395.0,74300.0,75669.0,4030.0,3074.0,36954.0,7056.0,11106.0,11005.0,6585.0,19083.0,4745.0,44672.0,20092.0,23491.0,18410.0,4633.0,15770.0,5340.0,2849.0,10254.0,2154.0,38378.0,9480.0,32298.0,46198.0,2031.0,35551.0,6395.0,16738.0,30570.0,2513.0,9996.0,1055.0,13227.0,116975.0,3380.0,2737.0,50663.0,57943.0,4566.0,13698.0,1986.0,527.0,10500.0,415.0
"Design database applications, such as interfaces, data transfer mechanisms, global temporary tables, data partitions, and function-based indexes to enable efficient access of the generic database structure.",design database applications such as interfaces data transfer mechanisms global temporary tables data partitions and functionbased indexes to enable efficient access of the generic database structure,Develop database parameters or specifications.,Design databases.,Thinking Creatively,Database Administrators,database administrators,15-1141.00,Database Architects,15-1243,15-1243.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.637500000000001,False,0.8635415384615384,4.1,100.0,0.6451879471316084,0.8999999999999999,E2,E1,124813.68421052632,100586.84210526316,110946.31578947368,134281.05263157896,94979.47368421052,146117.8947368421,139309.47368421053,129222.1052631579,128056.84210526316,136759.47368421053,123920.0,125735.7894736842,113602.1052631579,106340.0,126563.15789473684,114834.2105263158,114427.36842105264,117434.2105263158,109395.7894736842,113637.39612188366,106753.68421052632,129302.1052631579,148028.94736842104,117875.7894736842,119428.94736842104,93944.2105263158,106233.15789473684,98676.31578947368,119877.8947368421,127345.26315789472,119830.0,122924.73684210528,109739.47368421052,126423.68421052632,125901.57894736844,96503.68421052632,117870.0,103882.63157894736,122254.2105263158,114412.13296398892,125877.8947368421,114690.52631578948,113803.15789473684,115308.94736842104,135803.68421052632,133428.42105263157,116146.8698060942,132132.63157894736,124288.42105263156,103203.71191135734,121898.42105263156,106988.97506925208,124813.68421052632,77203.15789473684,124813.68421052632,48904.73684210527,931.0526315789474,78.42105263157895,1166.3157894736842,385.2631578947368,6643.684210526316,1642.6315789473686,1001.0526315789472,369.5263157894737,693.1578947368421,2652.1052631578946,2535.263157894737,76.8421052631579,226.3157894736842,1905.7894736842104,681.0526315789473,290.5263157894737,393.6842105263158,476.3157894736842,472.3684210526316,219.4736842105263,1761.578947368421,2530.0,1288.9473684210527,1147.3684210526314,142.10526315789474,1296.3157894736842,218.94736842105263,547.0,403.1578947368421,174.73684210526315,2551.052631578947,309.4736842105263,3740.5263157894738,3164.736842105264,68.42105263157895,1836.842105263158,830.5263157894738,868.9473684210526,2675.789473684211,210.52631578947367,1088.421052631579,94.73684210526316,1226.842105263158,7495.263157894737,870.0,105.52631578947368,5546.315789473685,2459.4736842105262,170.5263157894737,814.7368421052632,134.73684210526315,21.000000000000004,106.3157894736842,10.0
"Design database applications, such as interfaces, data transfer mechanisms, global temporary tables, data partitions, and function-based indexes to enable efficient access of the generic database structure.",design database applications such as interfaces data transfer mechanisms global temporary tables data partitions and functionbased indexes to enable efficient access of the generic database structure,Create databases to store electronic data.,Design databases.,Thinking Creatively,Database Administrators,database administrators,15-1141.00,Database Architects,15-1243,15-1243.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.637500000000001,False,0.8635415384615384,4.1,100.0,0.6451879471316084,0.8999999999999999,E2,E1,124813.68421052632,100586.84210526316,110946.31578947368,134281.05263157896,94979.47368421052,146117.8947368421,139309.47368421053,129222.1052631579,128056.84210526316,136759.47368421053,123920.0,125735.7894736842,113602.1052631579,106340.0,126563.15789473684,114834.2105263158,114427.36842105264,117434.2105263158,109395.7894736842,113637.39612188366,106753.68421052632,129302.1052631579,148028.94736842104,117875.7894736842,119428.94736842104,93944.2105263158,106233.15789473684,98676.31578947368,119877.8947368421,127345.26315789472,119830.0,122924.73684210528,109739.47368421052,126423.68421052632,125901.57894736844,96503.68421052632,117870.0,103882.63157894736,122254.2105263158,114412.13296398892,125877.8947368421,114690.52631578948,113803.15789473684,115308.94736842104,135803.68421052632,133428.42105263157,116146.8698060942,132132.63157894736,124288.42105263156,103203.71191135734,121898.42105263156,106988.97506925208,124813.68421052632,77203.15789473684,124813.68421052632,48904.73684210527,931.0526315789474,78.42105263157895,1166.3157894736842,385.2631578947368,6643.684210526316,1642.6315789473686,1001.0526315789472,369.5263157894737,693.1578947368421,2652.1052631578946,2535.263157894737,76.8421052631579,226.3157894736842,1905.7894736842104,681.0526315789473,290.5263157894737,393.6842105263158,476.3157894736842,472.3684210526316,219.4736842105263,1761.578947368421,2530.0,1288.9473684210527,1147.3684210526314,142.10526315789474,1296.3157894736842,218.94736842105263,547.0,403.1578947368421,174.73684210526315,2551.052631578947,309.4736842105263,3740.5263157894738,3164.736842105264,68.42105263157895,1836.842105263158,830.5263157894738,868.9473684210526,2675.789473684211,210.52631578947367,1088.421052631579,94.73684210526316,1226.842105263158,7495.263157894737,870.0,105.52631578947368,5546.315789473685,2459.4736842105262,170.5263157894737,814.7368421052632,134.73684210526315,21.000000000000004,106.3157894736842,10.0
"Design databases to support business applications, ensuring system scalability, security, performance, and reliability.",design databases to support business applications ensuring system scalability security performance and reliability,Create databases to store electronic data.,Design databases.,Thinking Creatively,Database Administrators,database administrators,15-1141.00,Database Architects,15-1243,15-1243.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.664975649350649,False,0.919196923076923,4.4,100.0,0.7933435714285715,1.1,E2,E1,124813.68421052632,100586.84210526316,110946.31578947368,134281.05263157896,94979.47368421052,146117.8947368421,139309.47368421053,129222.1052631579,128056.84210526316,136759.47368421053,123920.0,125735.7894736842,113602.1052631579,106340.0,126563.15789473684,114834.2105263158,114427.36842105264,117434.2105263158,109395.7894736842,113637.39612188366,106753.68421052632,129302.1052631579,148028.94736842104,117875.7894736842,119428.94736842104,93944.2105263158,106233.15789473684,98676.31578947368,119877.8947368421,127345.26315789472,119830.0,122924.73684210528,109739.47368421052,126423.68421052632,125901.57894736844,96503.68421052632,117870.0,103882.63157894736,122254.2105263158,114412.13296398892,125877.8947368421,114690.52631578948,113803.15789473684,115308.94736842104,135803.68421052632,133428.42105263157,116146.8698060942,132132.63157894736,124288.42105263156,103203.71191135734,121898.42105263156,106988.97506925208,124813.68421052632,77203.15789473684,124813.68421052632,48904.73684210527,931.0526315789474,78.42105263157895,1166.3157894736842,385.2631578947368,6643.684210526316,1642.6315789473686,1001.0526315789472,369.5263157894737,693.1578947368421,2652.1052631578946,2535.263157894737,76.8421052631579,226.3157894736842,1905.7894736842104,681.0526315789473,290.5263157894737,393.6842105263158,476.3157894736842,472.3684210526316,219.4736842105263,1761.578947368421,2530.0,1288.9473684210527,1147.3684210526314,142.10526315789474,1296.3157894736842,218.94736842105263,547.0,403.1578947368421,174.73684210526315,2551.052631578947,309.4736842105263,3740.5263157894738,3164.736842105264,68.42105263157895,1836.842105263158,830.5263157894738,868.9473684210526,2675.789473684211,210.52631578947367,1088.421052631579,94.73684210526316,1226.842105263158,7495.263157894737,870.0,105.52631578947368,5546.315789473685,2459.4736842105262,170.5263157894737,814.7368421052632,134.73684210526315,21.000000000000004,106.3157894736842,10.0
"Design, develop, and implement computer applications for use in mining operations such as mine design, modeling, or mapping or for monitoring mine conditions.",design develop and implement computer applications for use in mining operations such as mine design modeling or mapping or for monitoring mine conditions,Develop software or computer applications.,Design computer or information systems or applications.,Thinking Creatively,"Mining and Geological Engineers, Including Mining Safety Engineers",mining and geological engineers including mining safety engineers,17-2151.00,"Mining and Geological Engineers, Including Mining Safety Engineers",17-2151,17-2151.00,"Mining and Geological Engineers, Including Mining Safety Engineers",Engineers,Architecture and Engineering Occupations,2026-05-31,0.0113071264295034,4.811059441973312,False,0.666716923076923,3.7,63.24,0.4240238373793505,1.0,E2,E1,106220.0,102530.0,124630.0,102130.0,106220.0,158130.0,96820.0,106220.0,106220.0,106220.0,117500.0,106220.0,106220.0,123680.0,107690.0,113640.0,106220.0,106220.0,103300.0,106220.0,106220.0,106220.0,106220.0,97310.0,91610.0,106220.0,106220.0,105410.0,106220.0,107500.0,106220.0,106220.0,106220.0,82200.0,70310.0,106220.0,86210.0,131660.0,96210.0,87020.0,106220.0,98790.0,106220.0,100390.0,100580.0,125520.0,106220.0,104960.0,106220.0,97960.0,95950.0,119010.0,106220.0,106220.0,106220.0,6080.0,90.0,300.0,690.0,51.0,520.0,670.0,66.0,19.0,27.0,50.0,190.0,24.0,110.0,237.0,60.0,61.0,56.0,230.0,75.0,25.0,107.0,141.0,140.0,70.0,45.0,40.0,110.0,40.0,470.0,27.0,166.0,270.0,50.0,192.0,17.0,70.0,90.0,90.0,236.0,19.0,40.0,18.0,127.0,160.0,230.0,12.0,150.0,138.0,440.0,40.0,210.0,3.0,36.0,1.0
"Design, develop and modify software systems, using scientific analysis and mathematical models to predict and measure outcomes and consequences of design.",design develop and modify software systems using scientific analysis and mathematical models to predict and measure outcomes and consequences of design,Apply mathematical principles or statistical approaches to solve problems in scientific or applied fields.,Analyze scientific or applied data using mathematical principles.,Analyzing Data or Information,"Software Developers, Applications",software developers applications,15-1132.00,Software Developers,15-1252,15-1252.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.6066,False,1.3257357692307692,3.56,68.24,3.1284790458577496,3.504261014448605,E2,E1,114549.41176470587,108307.0588235294,114549.41176470587,110045.29411764706,111294.89619377164,143515.58823529413,128445.88235294116,109510.0,114782.35294117648,114191.17647058824,110165.0,112089.11764705884,109759.70588235294,120062.54325259516,113710.0,93134.70588235294,97098.82352941176,100614.41176470587,88776.76470588235,78453.82352941176,98043.23529411764,120022.9411764706,136121.76470588235,107406.76470588236,110872.0588235294,84885.29411764706,98662.0588235294,109772.9411764706,102180.29411764706,119163.13148788927,117653.5294117647,124798.5294117647,119148.82352941176,135779.41176470587,111493.5294117647,90934.11764705884,103205.58823529413,90770.58823529413,119530.58823529413,103874.70588235294,111107.64705882352,107836.76470588236,77240.29411764706,101195.58823529413,111652.9411764706,97212.0588235294,92335.88235294116,126400.88235294116,140793.5294117647,81291.17647058824,100160.58823529413,114750.1903114187,114549.41176470587,67413.23529411765,114549.41176470587,672406.1764705882,6836.176470588235,1117.8529411764705,14941.764705882351,5745.588235294118,110753.52941176471,17472.05882352941,5204.117647058823,1445.2941176470588,2494.1176470588234,35416.17647058824,20889.117647058825,2341.4117647058824,2239.1176470588234,22635.29411764706,5660.588235294117,3601.176470588235,5164.705882352941,3080.2941176470586,1624.4117647058824,1166.470588235294,14120.294117647058,20082.647058823528,16414.70588235294,13390.588235294115,845.0000000000001,8459.117647058823,800.2941176470589,3187.6470588235293,2321.470588235294,4027.941176470588,21115.29411764706,1585.5882352941176,43799.70588235294,24930.58823529412,604.4117647058824,17467.35294117647,3321.7647058823527,8307.35294117647,21156.17647058824,1910.8823529411768,5457.352941176471,918.8235294117646,7191.764705882353,66272.05882352941,12092.35294117647,677.9411764705883,35434.117647058825,40018.82352941176,1121.1764705882351,9600.882352941177,1304.3529411764705,286.0,836.1764705882354,138.0
"Design, develop and modify software systems, using scientific analysis and mathematical models to predict and measure outcomes and consequences of design.",design develop and modify software systems using scientific analysis and mathematical models to predict and measure outcomes and consequences of design,Modify software programs to improve performance.,Design computer or information systems or applications.,Thinking Creatively,"Software Developers, Applications",software developers applications,15-1132.00,Software Developers,15-1252,15-1252.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.6066,False,1.3257357692307692,3.56,68.24,3.1284790458577496,3.504261014448605,E2,E1,114549.41176470587,108307.0588235294,114549.41176470587,110045.29411764706,111294.89619377164,143515.58823529413,128445.88235294116,109510.0,114782.35294117648,114191.17647058824,110165.0,112089.11764705884,109759.70588235294,120062.54325259516,113710.0,93134.70588235294,97098.82352941176,100614.41176470587,88776.76470588235,78453.82352941176,98043.23529411764,120022.9411764706,136121.76470588235,107406.76470588236,110872.0588235294,84885.29411764706,98662.0588235294,109772.9411764706,102180.29411764706,119163.13148788927,117653.5294117647,124798.5294117647,119148.82352941176,135779.41176470587,111493.5294117647,90934.11764705884,103205.58823529413,90770.58823529413,119530.58823529413,103874.70588235294,111107.64705882352,107836.76470588236,77240.29411764706,101195.58823529413,111652.9411764706,97212.0588235294,92335.88235294116,126400.88235294116,140793.5294117647,81291.17647058824,100160.58823529413,114750.1903114187,114549.41176470587,67413.23529411765,114549.41176470587,672406.1764705882,6836.176470588235,1117.8529411764705,14941.764705882351,5745.588235294118,110753.52941176471,17472.05882352941,5204.117647058823,1445.2941176470588,2494.1176470588234,35416.17647058824,20889.117647058825,2341.4117647058824,2239.1176470588234,22635.29411764706,5660.588235294117,3601.176470588235,5164.705882352941,3080.2941176470586,1624.4117647058824,1166.470588235294,14120.294117647058,20082.647058823528,16414.70588235294,13390.588235294115,845.0000000000001,8459.117647058823,800.2941176470589,3187.6470588235293,2321.470588235294,4027.941176470588,21115.29411764706,1585.5882352941176,43799.70588235294,24930.58823529412,604.4117647058824,17467.35294117647,3321.7647058823527,8307.35294117647,21156.17647058824,1910.8823529411768,5457.352941176471,918.8235294117646,7191.764705882353,66272.05882352941,12092.35294117647,677.9411764705883,35434.117647058825,40018.82352941176,1121.1764705882351,9600.882352941177,1304.3529411764705,286.0,836.1764705882354,138.0
"Design, develop and modify software systems, using scientific analysis and mathematical models to predict and measure outcomes and consequences of design.",design develop and modify software systems using scientific analysis and mathematical models to predict and measure outcomes and consequences of design,Design software applications.,Design computer or information systems or applications.,Thinking Creatively,"Software Developers, Applications",software developers applications,15-1132.00,Software Developers,15-1252,15-1252.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.6066,False,1.3257357692307692,3.56,68.24,3.1284790458577496,3.504261014448605,E2,E1,114549.41176470587,108307.0588235294,114549.41176470587,110045.29411764706,111294.89619377164,143515.58823529413,128445.88235294116,109510.0,114782.35294117648,114191.17647058824,110165.0,112089.11764705884,109759.70588235294,120062.54325259516,113710.0,93134.70588235294,97098.82352941176,100614.41176470587,88776.76470588235,78453.82352941176,98043.23529411764,120022.9411764706,136121.76470588235,107406.76470588236,110872.0588235294,84885.29411764706,98662.0588235294,109772.9411764706,102180.29411764706,119163.13148788927,117653.5294117647,124798.5294117647,119148.82352941176,135779.41176470587,111493.5294117647,90934.11764705884,103205.58823529413,90770.58823529413,119530.58823529413,103874.70588235294,111107.64705882352,107836.76470588236,77240.29411764706,101195.58823529413,111652.9411764706,97212.0588235294,92335.88235294116,126400.88235294116,140793.5294117647,81291.17647058824,100160.58823529413,114750.1903114187,114549.41176470587,67413.23529411765,114549.41176470587,672406.1764705882,6836.176470588235,1117.8529411764705,14941.764705882351,5745.588235294118,110753.52941176471,17472.05882352941,5204.117647058823,1445.2941176470588,2494.1176470588234,35416.17647058824,20889.117647058825,2341.4117647058824,2239.1176470588234,22635.29411764706,5660.588235294117,3601.176470588235,5164.705882352941,3080.2941176470586,1624.4117647058824,1166.470588235294,14120.294117647058,20082.647058823528,16414.70588235294,13390.588235294115,845.0000000000001,8459.117647058823,800.2941176470589,3187.6470588235293,2321.470588235294,4027.941176470588,21115.29411764706,1585.5882352941176,43799.70588235294,24930.58823529412,604.4117647058824,17467.35294117647,3321.7647058823527,8307.35294117647,21156.17647058824,1910.8823529411768,5457.352941176471,918.8235294117646,7191.764705882353,66272.05882352941,12092.35294117647,677.9411764705883,35434.117647058825,40018.82352941176,1121.1764705882351,9600.882352941177,1304.3529411764705,286.0,836.1764705882354,138.0
"Design, evaluate, recommend, and approve changes of forms and reports.",design evaluate recommend and approve changes of forms and reports,Edit written materials.,Edit written materials or documents.,Making Decisions and Solving Problems,Management Analysts,management analysts,13-1111.00,Management Analysts,13-1111,13-1111.00,Management Analysts,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.603450015131645,False,0.2593726923076923,3.21,90.48,0.2656166197413379,1.609831224148222,E1,E1,101860.0,108040.0,100190.0,93310.0,72950.0,101460.0,104750.0,104960.0,99480.0,126140.0,88610.0,99600.0,101750.0,88710.0,104270.0,95560.0,85530.0,81210.0,95630.0,95540.0,75530.0,121680.0,134720.0,93640.0,100790.0,69390.0,97270.0,97470.0,75360.0,81600.0,104270.0,105820.0,93180.0,112250.0,98560.0,90220.0,94270.0,99420.0,101840.0,93830.0,99640.0,100660.0,83620.0,99260.0,101400.0,83530.0,107520.0,117580.0,109170.0,97470.0,98780.0,98540.0,78030.0,101860.0,78850.0,898280.0,4900.0,460.0,17190.0,6250.0,137280.0,14360.0,8000.0,4120.0,19000.0,71060.0,38390.0,2920.0,3700.0,45820.0,11770.0,4150.0,5280.0,4550.0,4760.0,2910.0,19170.0,30060.0,13010.0,20700.0,3160.0,10030.0,1590.0,2740.0,4550.0,2670.0,22080.0,3910.0,69150.0,22200.0,2464.0,25120.0,5760.0,10840.0,34420.0,4100.0,12340.0,2980.0,13700.0,50990.0,5670.0,730.0,59620.0,24760.0,1740.0,11670.0,390.0,220.0,3340.0,50.0
"Design, evaluate, recommend, and approve changes of forms and reports.",design evaluate recommend and approve changes of forms and reports,Edit documents.,Edit written materials or documents.,Making Decisions and Solving Problems,Management Analysts,management analysts,13-1111.00,Management Analysts,13-1111,13-1111.00,Management Analysts,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.603450015131645,False,0.2593726923076923,3.21,90.48,0.2656166197413379,1.609831224148222,E1,E1,101860.0,108040.0,100190.0,93310.0,72950.0,101460.0,104750.0,104960.0,99480.0,126140.0,88610.0,99600.0,101750.0,88710.0,104270.0,95560.0,85530.0,81210.0,95630.0,95540.0,75530.0,121680.0,134720.0,93640.0,100790.0,69390.0,97270.0,97470.0,75360.0,81600.0,104270.0,105820.0,93180.0,112250.0,98560.0,90220.0,94270.0,99420.0,101840.0,93830.0,99640.0,100660.0,83620.0,99260.0,101400.0,83530.0,107520.0,117580.0,109170.0,97470.0,98780.0,98540.0,78030.0,101860.0,78850.0,898280.0,4900.0,460.0,17190.0,6250.0,137280.0,14360.0,8000.0,4120.0,19000.0,71060.0,38390.0,2920.0,3700.0,45820.0,11770.0,4150.0,5280.0,4550.0,4760.0,2910.0,19170.0,30060.0,13010.0,20700.0,3160.0,10030.0,1590.0,2740.0,4550.0,2670.0,22080.0,3910.0,69150.0,22200.0,2464.0,25120.0,5760.0,10840.0,34420.0,4100.0,12340.0,2980.0,13700.0,50990.0,5670.0,730.0,59620.0,24760.0,1740.0,11670.0,390.0,220.0,3340.0,50.0
Design instructional aids for stand-alone or instructor-led classroom or online use.,design instructional aids for standalone or instructorled classroom or online use,Create technology-based learning materials.,Prepare informational or instructional materials.,Documenting/Recording Information,Instructional Coordinators,instructional coordinators,25-9031.00,Instructional Coordinators,25-9031,25-9031.00,Instructional Coordinators,Other Educational Instruction and Library Occupations,Educational Instruction and Library Occupations,2026-05-31,0.0339213792885103,4.825022665457841,False,0.4572324556213017,3.8461538461538463,80.13153846153847,0.2333333333333333,1.9903218272022067,E2,E2,77440.0,69000.0,72320.0,62620.0,67100.0,97010.0,82160.0,96170.0,79290.0,105990.0,60790.0,81060.0,96080.0,63030.0,76050.0,66300.0,74970.0,64750.0,63640.0,63120.0,76700.0,102220.0,95320.0,79290.0,80550.0,61830.0,72080.0,60920.0,79150.0,67410.0,81210.0,96090.0,80870.0,80560.0,63340.0,75340.0,77760.0,63980.0,84620.0,75580.0,63110.0,65460.0,57910.0,74390.0,78710.0,65780.0,78360.0,83230.0,97250.0,69600.0,83000.0,76140.0,61750.0,35250.0,75040.0,227760.0,2040.0,550.0,6560.0,1300.0,20950.0,3400.0,1780.0,980.0,1220.0,18030.0,7830.000000000001,1130.0,1490.0,10330.0,2640.0,2760.0,1950.0,3380.0,2140.0,480.0,4350.0,6170.0,5680.0,3130.0,1840.0,3110.0,740.0,1370.0,1130.0,510.0,3770.0,510.0,18730.0,8260.0,650.0,3510.0,2540.0,2940.0,7540.0,1240.0,4370.0,500.0,4120.0,31970.0,3680.0,730.0,5830.0,4720.0,730.0,2130.0,290.0,110.0,1010.0,40.0
Design instructional aids for stand-alone or instructor-led classroom or online use.,design instructional aids for standalone or instructorled classroom or online use,Develop instructional materials.,Prepare informational or instructional materials.,Documenting/Recording Information,Instructional Coordinators,instructional coordinators,25-9031.00,Instructional Coordinators,25-9031,25-9031.00,Instructional Coordinators,Other Educational Instruction and Library Occupations,Educational Instruction and Library Occupations,2026-05-31,0.0339213792885103,4.825022665457841,False,0.4572324556213017,3.8461538461538463,80.13153846153847,0.2333333333333333,1.9903218272022067,E2,E2,77440.0,69000.0,72320.0,62620.0,67100.0,97010.0,82160.0,96170.0,79290.0,105990.0,60790.0,81060.0,96080.0,63030.0,76050.0,66300.0,74970.0,64750.0,63640.0,63120.0,76700.0,102220.0,95320.0,79290.0,80550.0,61830.0,72080.0,60920.0,79150.0,67410.0,81210.0,96090.0,80870.0,80560.0,63340.0,75340.0,77760.0,63980.0,84620.0,75580.0,63110.0,65460.0,57910.0,74390.0,78710.0,65780.0,78360.0,83230.0,97250.0,69600.0,83000.0,76140.0,61750.0,35250.0,75040.0,227760.0,2040.0,550.0,6560.0,1300.0,20950.0,3400.0,1780.0,980.0,1220.0,18030.0,7830.000000000001,1130.0,1490.0,10330.0,2640.0,2760.0,1950.0,3380.0,2140.0,480.0,4350.0,6170.0,5680.0,3130.0,1840.0,3110.0,740.0,1370.0,1130.0,510.0,3770.0,510.0,18730.0,8260.0,650.0,3510.0,2540.0,2940.0,7540.0,1240.0,4370.0,500.0,4120.0,31970.0,3680.0,730.0,5830.0,4720.0,730.0,2130.0,290.0,110.0,1010.0,40.0
"Design learning products, including Web-based aids or electronic performance support systems.",design learning products including webbased aids or electronic performance support systems,Create technology-based learning materials.,Prepare informational or instructional materials.,Documenting/Recording Information,Instructional Coordinators,instructional coordinators,25-9031.00,Instructional Coordinators,25-9031,25-9031.00,Instructional Coordinators,Other Educational Instruction and Library Occupations,Educational Instruction and Library Occupations,2026-05-31,0.0030529241359659,4.75007500750075,False,0.4572324556213017,3.8461538461538463,80.13153846153847,0.2333333333333333,1.9903218272022067,E2,E2,77440.0,69000.0,72320.0,62620.0,67100.0,97010.0,82160.0,96170.0,79290.0,105990.0,60790.0,81060.0,96080.0,63030.0,76050.0,66300.0,74970.0,64750.0,63640.0,63120.0,76700.0,102220.0,95320.0,79290.0,80550.0,61830.0,72080.0,60920.0,79150.0,67410.0,81210.0,96090.0,80870.0,80560.0,63340.0,75340.0,77760.0,63980.0,84620.0,75580.0,63110.0,65460.0,57910.0,74390.0,78710.0,65780.0,78360.0,83230.0,97250.0,69600.0,83000.0,76140.0,61750.0,35250.0,75040.0,227760.0,2040.0,550.0,6560.0,1300.0,20950.0,3400.0,1780.0,980.0,1220.0,18030.0,7830.000000000001,1130.0,1490.0,10330.0,2640.0,2760.0,1950.0,3380.0,2140.0,480.0,4350.0,6170.0,5680.0,3130.0,1840.0,3110.0,740.0,1370.0,1130.0,510.0,3770.0,510.0,18730.0,8260.0,650.0,3510.0,2540.0,2940.0,7540.0,1240.0,4370.0,500.0,4120.0,31970.0,3680.0,730.0,5830.0,4720.0,730.0,2130.0,290.0,110.0,1010.0,40.0
"Design or analyze automobile systems in areas such as aerodynamics, alternate fuels, ergonomics, hybrid power, brakes, transmissions, steering, calibration, safety, or diagnostics.",design or analyze automobile systems in areas such as aerodynamics alternate fuels ergonomics hybrid power brakes transmissions steering calibration safety or diagnostics,Evaluate characteristics of equipment or systems.,"Evaluate the characteristics, usefulness, or performance of products or technologies.","Judging the Qualities of Objects, Services, or People",Automotive Engineers,automotive engineers,17-2141.02,Automotive Engineers,17-2141,17-2141.02,Mechanical Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.863513648635136,False,0.4073046153846154,3.84,90.48,0.2636322397122822,0.7999999999999999,E0,E2,104110.0,100230.0,124340.0,100270.0,80180.0,130900.0,124430.0,105090.0,125130.0,133300.0,99980.0,100620.0,98740.0,93190.0,102680.0,99590.0,97700.0,86260.0,101050.0,119540.0,102430.0,122870.0,119300.0,104890.0,99140.0,98000.0,99330.0,94190.0,88060.0,102680.0,103660.0,112300.0,157710.0,102440.0,100720.0,86330.0,99100.0,101850.0,103470.0,97920.0,116230.0,104580.0,88380.0,99550.0,112410.0,102500.0,107330.0,104180.0,110430.0,97390.0,95870.0,117750.0,61510.0,72240.0,104110.0,174140.0,2352.0,446.0,5926.0,1655.0,35824.0,8437.0,5398.0,716.0,510.0,12602.0,6207.0,622.0,1256.0,13834.0,10197.0,4072.0,5433.0,4893.0,2218.0,1044.0,7686.0,7680.0,40635.0,6911.0,1842.0,5715.0,587.0,1115.0,1655.0,3239.0,4905.0,3180.0,10080.0,11218.0,927.0,16885.0,2664.0,3426.0,15900.0,1831.0,6782.0,657.0,4611.0,25909.0,3954.0,622.0,8765.0,9669.0,892.0,8765.0,270.0,164.0,575.0,30.0
"Design or analyze automobile systems in areas such as aerodynamics, alternate fuels, ergonomics, hybrid power, brakes, transmissions, steering, calibration, safety, or diagnostics.",design or analyze automobile systems in areas such as aerodynamics alternate fuels ergonomics hybrid power brakes transmissions steering calibration safety or diagnostics,Design electromechanical equipment or systems.,Design electrical or electronic systems or equipment.,Thinking Creatively,Automotive Engineers,automotive engineers,17-2141.02,Automotive Engineers,17-2141,17-2141.02,Mechanical Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.863513648635136,False,0.4073046153846154,3.84,90.48,0.2636322397122822,0.7999999999999999,E0,E2,104110.0,100230.0,124340.0,100270.0,80180.0,130900.0,124430.0,105090.0,125130.0,133300.0,99980.0,100620.0,98740.0,93190.0,102680.0,99590.0,97700.0,86260.0,101050.0,119540.0,102430.0,122870.0,119300.0,104890.0,99140.0,98000.0,99330.0,94190.0,88060.0,102680.0,103660.0,112300.0,157710.0,102440.0,100720.0,86330.0,99100.0,101850.0,103470.0,97920.0,116230.0,104580.0,88380.0,99550.0,112410.0,102500.0,107330.0,104180.0,110430.0,97390.0,95870.0,117750.0,61510.0,72240.0,104110.0,174140.0,2352.0,446.0,5926.0,1655.0,35824.0,8437.0,5398.0,716.0,510.0,12602.0,6207.0,622.0,1256.0,13834.0,10197.0,4072.0,5433.0,4893.0,2218.0,1044.0,7686.0,7680.0,40635.0,6911.0,1842.0,5715.0,587.0,1115.0,1655.0,3239.0,4905.0,3180.0,10080.0,11218.0,927.0,16885.0,2664.0,3426.0,15900.0,1831.0,6782.0,657.0,4611.0,25909.0,3954.0,622.0,8765.0,9669.0,892.0,8765.0,270.0,164.0,575.0,30.0
Design or develop information databases that include geographic or topographic data.,design or develop information databases that include geographic or topographic data,Develop software or computer applications.,Design computer or information systems or applications.,Thinking Creatively,Surveying and Mapping Technicians,surveying and mapping technicians,17-3031.00,Surveying and Mapping Technicians,17-3031,17-3031.00,Surveying and Mapping Technicians,"Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0113071264295034,4.776622337766224,False,0.8003415384615384,4.18,69.84,0.205357232351304,0.6,E2,E2,54240.0,46450.0,76970.0,54080.0,46370.0,78110.0,57890.0,58900.0,57130.0,54240.0,48040.0,48810.0,55580.0,52630.0,57470.0,56440.0,58950.0,50900.0,46050.0,49440.0,56470.0,61600.0,58730.0,50340.0,73190.0,47320.0,51700.0,60330.0,48080.0,58790.0,57290.0,60720.0,56210.0,57360.0,53160.0,60870.0,60330.0,46760.0,55790.0,58270.0,60320.0,43740.0,50050.0,50370.0,47680.0,59600.0,56460.0,56760.0,62720.0,48530.0,59080.0,58220.0,54240.0,32370.0,54240.0,58010.0,1320.0,300.0,700.0,810.0,3340.0,2340.0,380.0,180.0,260.0,4810.0,1890.0,140.0,450.0,1110.0,1060.0,390.0,730.0,920.0,930.0,220.0,470.0,640.0,690.0,1060.0,550.0,720.0,430.0,770.0,680.0,260.0,750.0,610.0,2540.0,4100.0,160.0,1350.0,810.0,1280.0,1340.0,110.0,1420.0,110.0,1340.0,8720.0,360.0,40.0,2440.0,1030.0,370.0,660.0,150.0,25.0,90.0,12.0
"Design or implement improvements in communication, monitoring, or enforcement of compliance standards.",design or implement improvements in communication monitoring or enforcement of compliance standards,Implement organizational process or policy changes.,Implement procedures or processes.,Making Decisions and Solving Problems,Compliance Managers,compliance managers,11-9199.02,Compliance Managers,11-9199,11-9199.02,Miscellaneous Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.833333333333333,False,0.5799961538461539,3.92,90.61,0.4687815718901939,1.1,E2,E2,141900.0,135890.0,127950.0,129870.0,87520.0,174560.0,171140.0,162690.0,168060.0,175720.0,108890.0,125000.0,130000.0,131550.0,140240.0,79900.0,128080.0,131710.0,122930.0,103140.0,115920.0,159040.0,182950.0,134260.0,152600.0,101570.0,125760.0,110470.0,116430.0,112040.0,145630.0,161510.0,123550.0,167200.0,141160.0,126440.0,129940.0,131870.0,125580.0,131600.0,165900.0,129960.0,119470.0,99430.0,134390.0,134890.0,125440.0,166230.0,164160.0,124940.0,107050.0,113420.0,104010.0,82250.0,95530.0,131731.0,1668.0,1474.0,7232.0,4819.0,84333.0,11907.0,6208.0,1084.0,15727.0,32029.0,29370.0,528.0,1042.0,26829.0,5920.0,3049.0,2278.0,2024.0,11196.0,1575.0,14846.0,9002.0,7944.0,3523.0,813.0,9671.0,1355.0,2236.0,7715.0,1126.0,25635.0,3193.0,15642.0,18488.0,1728.0,6233.0,1135.0,6504.0,17082.0,669.0,1872.0,483.0,14829.0,52007.0,7783.0,898.0,18259.0,8884.0,3083.0,12060.0,720.0,152.0,4700.0,119.0
"Design or implement improvements in communication, monitoring, or enforcement of compliance standards.",design or implement improvements in communication monitoring or enforcement of compliance standards,"Develop operating strategies, plans, or procedures.","Develop organizational policies, systems, or processes.",Developing Objectives and Strategies,Compliance Managers,compliance managers,11-9199.02,Compliance Managers,11-9199,11-9199.02,Miscellaneous Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.833333333333333,False,0.5799961538461539,3.92,90.61,0.4687815718901939,1.1,E2,E2,141900.0,135890.0,127950.0,129870.0,87520.0,174560.0,171140.0,162690.0,168060.0,175720.0,108890.0,125000.0,130000.0,131550.0,140240.0,79900.0,128080.0,131710.0,122930.0,103140.0,115920.0,159040.0,182950.0,134260.0,152600.0,101570.0,125760.0,110470.0,116430.0,112040.0,145630.0,161510.0,123550.0,167200.0,141160.0,126440.0,129940.0,131870.0,125580.0,131600.0,165900.0,129960.0,119470.0,99430.0,134390.0,134890.0,125440.0,166230.0,164160.0,124940.0,107050.0,113420.0,104010.0,82250.0,95530.0,131731.0,1668.0,1474.0,7232.0,4819.0,84333.0,11907.0,6208.0,1084.0,15727.0,32029.0,29370.0,528.0,1042.0,26829.0,5920.0,3049.0,2278.0,2024.0,11196.0,1575.0,14846.0,9002.0,7944.0,3523.0,813.0,9671.0,1355.0,2236.0,7715.0,1126.0,25635.0,3193.0,15642.0,18488.0,1728.0,6233.0,1135.0,6504.0,17082.0,669.0,1872.0,483.0,14829.0,52007.0,7783.0,898.0,18259.0,8884.0,3083.0,12060.0,720.0,152.0,4700.0,119.0
"Design or produce materials such as posters, Web sites, or newsletters to promote, market, or advertise fundraising events.",design or produce materials such as posters web sites or newsletters to promote market or advertise fundraising events,Create marketing materials.,Develop marketing or promotional materials.,Thinking Creatively,Fundraisers,fundraisers,13-1131.00,Fundraisers,13-1131,13-1131.00,Fundraisers,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.536465638148667,False,0.3337338461538461,3.5,85.71,0.0972414559291199,0.5,E2,E2,72550.0,60120.0,62750.0,64180.0,50190.0,79710.0,74440.0,77730.0,71250.0,80840.0,64390.0,72010.0,63750.0,61150.0,66440.0,66250.0,63930.0,64820.0,68270.0,72030.0,66790.0,79780.0,79060.0,66130.0,76910.0,57610.0,63860.0,61280.0,68030.0,68530.0,66260.0,77170.0,65440.0,80540.0,66100.0,76040.0,64080.0,63950.0,64080.0,63730.0,75410.0,62720.0,66800.0,61370.0,60320.0,61820.0,72530.0,72610.0,79000.0,54760.0,65880.0,71310.0,72550.0,52090.0,72550.0,111040.0,1120.0,290.0,1580.0,360.0,12860.0,2470.0,1350.0,320.0,2350.0,7044.0,2690.0,440.0,380.0,4470.0,2080.0,1230.0,1100.0,1030.0,330.0,930.0,2010.0,6160.0,3170.0,3190.0,230.0,1670.0,700.0,770.0,310.0,810.0,1950.0,330.0,11600.0,3700.0,340.0,3460.0,950.0,2090.0,6180.0,1000.0,1200.0,80.0,1930.0,4020.0,920.0,510.0,4010.0,3870.0,260.0,2130.0,90.0,47.0,70.0,23.0
"Design research projects that apply valid scientific techniques, and use information obtained from baselines or historical data to structure uncompromised and efficient analyses.",design research projects that apply valid scientific techniques and use information obtained from baselines or historical data to structure uncompromised and efficient analyses,Design research studies to obtain scientific information.,Develop research plans or methodologies.,Thinking Creatively,Statisticians,statisticians,15-2041.00,Statisticians,15-2041,15-2041.00,Statisticians,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.736258091030514,False,0.7723776923076923,4.26,90.48,0.4551097195750544,0.7999999999999999,E1,E2,105650.0,76400.0,105650.0,79640.0,105720.0,135960.0,109660.0,102860.0,109570.0,140670.0,108040.0,115150.0,76780.0,105650.0,119760.0,109300.0,80150.0,111780.0,112520.0,76400.0,85680.0,132620.0,96710.0,102710.0,105650.0,64670.0,66330.0,105650.0,83480.0,79750.0,96080.0,118280.0,84330.0,136020.0,115690.0,75890.0,98190.0,89540.0,93620.0,93830.0,102620.0,65450.0,105650.0,98230.0,102960.0,88610.0,82210.0,114920.0,105650.0,84660.0,107150.0,105650.0,105650.0,49730.0,105650.0,18186.0,251.0,100.0,551.0,714.0,3107.0,977.0,614.0,88.0,689.0,689.0,576.0,113.0,200.0,601.0,288.0,313.0,100.0,100.0,88.0,100.0,3420.0,3107.0,714.0,977.0,100.0,852.0,59.0,175.0,63.0,88.0,1103.0,288.0,1529.0,1503.0,50.0,727.0,63.0,752.0,2042.0,50.0,301.0,53.0,664.0,1742.0,376.0,35.0,902.0,3709.0,113.0,313.0,33.0,8.0,288.0,4.0
"Design test plans, scenarios, scripts, or procedures.",design test plans scenarios scripts or procedures,Develop testing routines or procedures.,Develop operational or technical procedures or standards.,Developing Objectives and Strategies,"Software Developers, Applications",software developers applications,15-1132.00,Software Quality Assurance Analysts and Testers,15-1253,15-1253.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.9009,False,1.39925,4.35,100.0,0.6235638215976946,0.6,E1,E1,114549.41176470587,108307.0588235294,114549.41176470587,110045.29411764706,111294.89619377164,143515.58823529413,128445.88235294116,109510.0,114782.35294117648,114191.17647058824,110165.0,112089.11764705884,109759.70588235294,120062.54325259516,113710.0,93134.70588235294,97098.82352941176,100614.41176470587,88776.76470588235,78453.82352941176,98043.23529411764,120022.9411764706,136121.76470588235,107406.76470588236,110872.0588235294,84885.29411764706,98662.0588235294,109772.9411764706,102180.29411764706,119163.13148788927,117653.5294117647,124798.5294117647,119148.82352941176,135779.41176470587,111493.5294117647,90934.11764705884,103205.58823529413,90770.58823529413,119530.58823529413,103874.70588235294,111107.64705882352,107836.76470588236,77240.29411764706,101195.58823529413,111652.9411764706,97212.0588235294,92335.88235294116,126400.88235294116,140793.5294117647,81291.17647058824,100160.58823529413,114750.1903114187,114549.41176470587,67413.23529411765,114549.41176470587,672406.1764705882,6836.176470588235,1117.8529411764705,14941.764705882351,5745.588235294118,110753.52941176471,17472.05882352941,5204.117647058823,1445.2941176470588,2494.1176470588234,35416.17647058824,20889.117647058825,2341.4117647058824,2239.1176470588234,22635.29411764706,5660.588235294117,3601.176470588235,5164.705882352941,3080.2941176470586,1624.4117647058824,1166.470588235294,14120.294117647058,20082.647058823528,16414.70588235294,13390.588235294115,845.0000000000001,8459.117647058823,800.2941176470589,3187.6470588235293,2321.470588235294,4027.941176470588,21115.29411764706,1585.5882352941176,43799.70588235294,24930.58823529412,604.4117647058824,17467.35294117647,3321.7647058823527,8307.35294117647,21156.17647058824,1910.8823529411768,5457.352941176471,918.8235294117646,7191.764705882353,66272.05882352941,12092.35294117647,677.9411764705883,35434.117647058825,40018.82352941176,1121.1764705882351,9600.882352941177,1304.3529411764705,286.0,836.1764705882354,138.0
Design tests of finished products or process capabilities to establish standards or validate process requirements.,design tests of finished products or process capabilities to establish standards or validate process requirements,Devise research or testing protocols.,Develop research plans or methodologies.,Thinking Creatively,Manufacturing Engineers,manufacturing engineers,17-2199.04,Manufacturing Engineers,17-2112,17-2112.03,"Industrial Engineers, Including Health and Safety",Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.969770253929867,False,0.1531934615384615,3.48,88.46,0.0791724621532313,0.8999999999999999,E1,E2,102440.0,99880.0,156510.0,108280.0,98410.0,124600.0,109750.0,104160.0,120190.0,103300.0,101610.0,100100.0,123800.0,100840.0,100540.0,97480.0,97690.0,99830.0,96820.0,122920.0,101030.0,119930.0,109420.0,101680.0,102660.0,95830.0,99290.0,104430.0,98170.0,102090.0,101310.0,103840.0,128090.0,102640.0,99310.0,96940.0,100060.0,97510.0,128290.0,99560.0,109350.0,101060.0,93200.0,99080.0,104560.0,103940.0,103010.0,102550.0,129050.0,108360.0,96980.0,122070.0,102440.0,81820.0,102440.0,63713.0,5331.0,153.0,5240.0,1192.0,22772.0,3623.0,4195.0,571.0,111.0,9790.0,6229.0,35.0,927.0,12989.0,8139.0,2509.0,2404.0,4230.0,1192.0,718.0,2718.0,7992.0,21594.0,12250.0,1707.0,3533.0,272.0,808.0,1094.0,1352.0,4787.0,794.0,8229.0,8069.0,418.0,16361.0,1512.0,4048.0,9184.0,690.0,5547.0,578.0,5184.0,21587.0,3846.0,307.0,3888.0,4271.0,592.0,9107.0,167.0,27.0,1916.0,13.0
"Design validation study features, such as sampling, testing, or analytical methodologies.",design validation study features such as sampling testing or analytical methodologies,Devise research or testing protocols.,Develop research plans or methodologies.,Thinking Creatively,Validation Engineers,validation engineers,17-2199.02,Validation Engineers,17-2112,17-2112.02,"Industrial Engineers, Including Health and Safety",Engineers,Architecture and Engineering Occupations,2026-05-31,0.0113071264295034,4.854342581423402,False,0.5446153846153846,3.9,100.0,0.5264302926349436,1.177215669039007,E1,E1,102440.0,99880.0,156510.0,108280.0,98410.0,124600.0,109750.0,104160.0,120190.0,103300.0,101610.0,100100.0,123800.0,100840.0,100540.0,97480.0,97690.0,99830.0,96820.0,122920.0,101030.0,119930.0,109420.0,101680.0,102660.0,95830.0,99290.0,104430.0,98170.0,102090.0,101310.0,103840.0,128090.0,102640.0,99310.0,96940.0,100060.0,97510.0,128290.0,99560.0,109350.0,101060.0,93200.0,99080.0,104560.0,103940.0,103010.0,102550.0,129050.0,108360.0,96980.0,122070.0,102440.0,81820.0,102440.0,72148.0,6036.0,174.0,5934.0,1349.0,25787.0,4103.0,4750.0,647.0,126.0,11086.0,7054.0,39.0,1049.0,14708.0,9216.0,2841.0,2722.0,4790.0,1349.0,813.0,3077.0,9051.0,24453.0,13872.0,1933.0,4001.0,308.0,915.0,1239.0,1531.0,5421.0,900.0,9319.0,9137.0,473.0,18527.0,1712.0,4584.0,10400.0,781.0,6281.0,655.0,5871.0,24445.0,4356.0,347.0,4403.0,4837.0,671.0,10313.0,189.0,31.0,2170.0,15.0
"Determine a published or broadcasted story's emphasis, length, and format, organizing material accordingly.",determine a published or broadcasted storys emphasis length and format organizing material accordingly,Determine presentation subjects or content.,"Develop news, entertainment, or artistic content.",Thinking Creatively,Broadcast News Analysts,broadcast news analysts,27-3021.00,"News Analysts, Reporters, and Journalists",27-3023,27-3023.00,"News Analysts, Reporters and Journalists",Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.1130712642950345,4.879565348626623,False,1.4362707692307692,3.95,100.0,0.1013552039170507,0.1,E1,E2,62200.0,43440.0,43820.0,43100.0,37450.0,62200.0,60770.0,61620.0,55600.0,105390.0,58730.0,81910.0,56730.0,51190.0,60590.0,47610.0,43540.0,45870.0,47530.0,50750.0,50090.0,63680.0,62200.0,62760.0,46490.0,45240.0,46920.0,47960.0,40420.0,78550.0,48450.0,59830.0,54610.0,100770.0,58670.0,43420.0,47880.0,48210.0,49200.0,62200.0,74570.0,47940.0,43520.0,62390.0,48470.0,61880.0,46970.0,62140.0,54760.0,35280.0,57530.0,36040.0,62200.0,44870.0,62200.0,39250.0,530.0,90.0,450.0,260.0,4140.0,590.0,470.0,70.0,1720.0,2490.0,1520.0,120.0,220.0,1060.0,530.0,590.0,400.0,370.0,410.0,250.00000000000003,580.0,810.0,960.0,510.0,310.0,480.0,290.0,350.0,370.0,90.0,500.00000000000006,170.0,5750.0,930.0,160.0,1340.0,400.0,410.0,1160.0,150.0,480.0,190.0,600.0,2670.0,240.0,90.0,1110.0,880.0,190.0,740.0,80.0,17.0,220.0,8.0
"Determine and certify the eligibility of prospective tenants, following government regulations.",determine and certify the eligibility of prospective tenants following government regulations,Evaluate characteristics of individuals to determine needs or eligibility.,"Assess living, work, or social needs or status of individuals or communities.","Judging the Qualities of Objects, Services, or People","Property, Real Estate, and Community Association Managers",property real estate and community association managers,11-9141.00,"Property, Real Estate, and Community Association Managers",11-9141,11-9141.00,"Property, Real Estate, and Community Association Managers",Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.851985198519851,False,0.2301176923076923,4.0,65.0,0.0569196366816317,0.4,E0,E2,69990.0,58240.0,76800.0,63740.0,47760.0,77030.0,100080.0,73940.0,67600.0,94080.0,70810.0,75380.0,70190.0,51370.0,74980.0,60600.0,57980.0,58510.0,52790.0,49990.0,60930.0,81900.0,103410.0,60350.0,64890.0,53620.0,61640.0,58050.0,61610.0,55670.0,75500.0,82850.0,62230.0,99390.0,61430.0,58500.0,59050.0,64640.0,78060.0,65680.0,80260.0,62810.0,49490.0,64870.0,61320.0,64290.0,62810.0,79810.0,119320.0,54860.0,77730.0,60060.0,73110.0,69990.0,74850.0,311180.0,3510.0,450.0,9970.0,2310.0,50040.0,2230.0,2760.0,790.0,2040.0,30160.0,8690.0,1930.0,1680.0,11180.0,4670.0,2290.0,2810.0,2670.0,3060.0,960.0,6060.0,7320.0,5840.0,4480.0,1300.0,4740.0,1130.0,1530.0,5630.0,730.0,7110.0,1410.0,11390.0,10690.0,590.0,9960.0,2520.0,3190.0,9370.0,730.0,4900.0,1280.0,4310.0,45350.0,3020.0,560.0,5570.0,2950.0,1130.0,1560.0,640.0,40.0,1866.0,140.0
Determine and set product prices.,determine and set product prices,Determine the value of goods or services.,Determine values or prices of goods or services.,Making Decisions and Solving Problems,Online Merchants,online merchants,13-1199.06,Online Merchants,13-1199,13-1199.06,Miscellaneous Business Operations Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.732,False,2.4024015384615383,4.31,85.17,0.177772746185182,0.1,E0,E2,83050.0,100240.0,94740.0,83280.0,61240.0,87570.0,92520.0,85530.0,95040.0,108160.0,79650.0,78410.0,92620.0,76400.0,82070.0,79030.0,80470.0,83350.0,74690.0,63220.0,78830.0,101500.0,93270.0,81810.0,77820.0,76980.0,80420.0,74990.0,77980.0,67330.0,83740.0,91060.0,79100.0,83450.0,80230.0,80500.0,79350.0,93640.0,77170.0,80590.0,88130.0,79110.0,85340.0,78690.0,80820.0,80190.0,71710.0,85200.0,100360.0,69240.0,67370.0,74060.0,88610.0,46700.0,65170.0,304887.0,7842.0,2266.0,13698.0,9199.0,173886.0,51235.0,6316.0,1795.0,42395.0,74300.0,75669.0,4030.0,3074.0,36954.0,7056.0,11106.0,11005.0,6585.0,19083.0,4745.0,44672.0,20092.0,23491.0,18410.0,4633.0,15770.0,5340.0,2849.0,10254.0,2154.0,38378.0,9480.0,32298.0,46198.0,2031.0,35551.0,6395.0,16738.0,30570.0,2513.0,9996.0,1055.0,13227.0,116975.0,3380.0,2737.0,50663.0,57943.0,4566.0,13698.0,1986.0,527.0,10500.0,415.0
"Determine conditions under which tests are to be conducted, as well as sequences and phases of test operations.",determine conditions under which tests are to be conducted as well as sequences and phases of test operations,Devise research or testing protocols.,Develop research plans or methodologies.,Thinking Creatively,Marine Engineers and Naval Architects,marine engineers and naval architects,17-2121.00,Marine Engineers and Naval Architects,17-2121,17-2121.00,Marine Engineers and Naval Architects,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0339213792885103,4.897971541023312,False,0.0882946153846153,3.06,94.74,0.0650437885630142,1.007205977071185,E1,E2,112230.0,112230.0,112230.0,112230.0,112230.0,110700.0,112230.0,112230.0,112230.0,172330.0,130640.0,97770.0,108200.0,112230.0,112230.0,112230.0,112230.0,112230.0,112230.0,112230.0,100430.0,130150.0,114640.0,76210.0,112230.0,97060.0,112230.0,112230.0,112230.0,112230.0,112230.0,112230.0,112230.0,112230.0,112230.0,112230.0,112230.0,112230.0,112230.0,112230.0,112230.0,136990.0,112230.0,112230.0,152780.0,112230.0,112230.0,112230.0,109550.0,112230.0,78850.0,112230.0,112230.0,112230.0,112230.0,8250.0,111.0,17.0,171.0,69.0,250.0,151.0,89.0,26.0,490.0,370.0,40.0,120.0,45.0,321.0,169.0,82.0,76.0,105.0,430.0,260.0,300.0,192.0,232.0,155.0,70.0,155.0,27.0,54.0,82.0,36.0,226.0,46.0,250.0,260.0,23.0,293.0,90.0,104.0,320.0,26.0,40.0,24.0,173.0,330.0,91.0,16.0,217.0,370.0,37.0,80.0,15.0,4.0,49.0,2.0
Determine customers' financial services needs and prepare proposals to sell services that address these needs.,determine customers financial services needs and prepare proposals to sell services that address these needs,Gather customer or product information to determine customer needs.,Collect data about consumer needs or opinions.,Getting Information,"Securities, Commodities, and Financial Services Sales Agents",securities commodities and financial services sales agents,41-3031.00,"Securities, Commodities, and Financial Services Sales Agents",41-3031,41-3031.00,"Securities, Commodities, and Financial Services Sales Agents","Sales Representatives, Services",Sales and Related Occupations,2026-05-31,0.0030529241359659,4.814822771213749,False,2.1101753846153843,4.15,100.0,0.1435505018932874,0.1,E1,E2,78660.0,49230.0,76360.0,74840.0,54660.0,79730.0,67010.0,98560.0,83750.0,72010.0,62770.0,59990.0,57590.0,64620.0,99840.0,68290.0,64290.0,75810.0,59110.0,48040.0,59970.0,61660.0,100310.0,73480.0,83350.0,46680.0,78500.0,78660.0,82560.0,61490.0,78930.0,82420.0,60850.0,168340.0,74040.0,63670.0,73300.0,76080.0,76710.0,71840.0,78660.0,55390.0,86780.0,58050.0,78470.0,64660.0,88280.0,62910.0,75510.0,50050.0,74010.0,78660.0,78660.0,36930.0,35160.0,489570.0,4710.0,260.0,14600.0,2330.0,55860.0,12360.0,5730.0,2300.0,1500.0,42600.0,14950.0,420.0,1690.0,27920.0,6460.0,2300.0,2310.0,5340.0,4130.0,690.0,8420.0,14510.0,7160.0,8820.0,1950.0,8770.0,430.0,2150.0,3140.0,1530.0,15230.0,1690.0,55630.0,21890.0,740.0,13520.0,2310.0,2900.0,15510.0,1780.0,7230.0,730.0,11370.0,41640.0,4520.0,240.0,11320.0,8770.0,930.0,5980.0,280.0,208.0,970.0,80.0
Determine customers' financial services needs and prepare proposals to sell services that address these needs.,determine customers financial services needs and prepare proposals to sell services that address these needs,Develop proposals for current or prospective customers.,Prepare proposals or grant applications.,Documenting/Recording Information,"Securities, Commodities, and Financial Services Sales Agents",securities commodities and financial services sales agents,41-3031.00,"Securities, Commodities, and Financial Services Sales Agents",41-3031,41-3031.00,"Securities, Commodities, and Financial Services Sales Agents","Sales Representatives, Services",Sales and Related Occupations,2026-05-31,0.0030529241359659,4.814822771213749,False,2.1101753846153843,4.15,100.0,0.1435505018932874,0.1,E1,E2,78660.0,49230.0,76360.0,74840.0,54660.0,79730.0,67010.0,98560.0,83750.0,72010.0,62770.0,59990.0,57590.0,64620.0,99840.0,68290.0,64290.0,75810.0,59110.0,48040.0,59970.0,61660.0,100310.0,73480.0,83350.0,46680.0,78500.0,78660.0,82560.0,61490.0,78930.0,82420.0,60850.0,168340.0,74040.0,63670.0,73300.0,76080.0,76710.0,71840.0,78660.0,55390.0,86780.0,58050.0,78470.0,64660.0,88280.0,62910.0,75510.0,50050.0,74010.0,78660.0,78660.0,36930.0,35160.0,489570.0,4710.0,260.0,14600.0,2330.0,55860.0,12360.0,5730.0,2300.0,1500.0,42600.0,14950.0,420.0,1690.0,27920.0,6460.0,2300.0,2310.0,5340.0,4130.0,690.0,8420.0,14510.0,7160.0,8820.0,1950.0,8770.0,430.0,2150.0,3140.0,1530.0,15230.0,1690.0,55630.0,21890.0,740.0,13520.0,2310.0,2900.0,15510.0,1780.0,7230.0,730.0,11370.0,41640.0,4520.0,240.0,11320.0,8770.0,930.0,5980.0,280.0,208.0,970.0,80.0
"Determine desired images and picture composition, selecting and adjusting subjects, equipment, and lighting to achieve desired effects.",determine desired images and picture composition selecting and adjusting subjects equipment and lighting to achieve desired effects,Determine technical requirements of productions or projects.,Determine operational methods or procedures.,Making Decisions and Solving Problems,Photographers,photographers,27-4021.00,Photographers,27-4021,27-4021.00,Photographers,Media and Communication Equipment Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.479052823315119,True,2.56358,4.82,100.0,1.0567875000000002,0.5,E2,E2,44660.0,36130.0,39190.0,36970.0,32810.0,47840.0,47070.0,49790.0,50100.0,110970.0,42640.0,43770.0,45960.0,33320.0,36570.0,35960.0,38290.0,37790.0,47170.0,36830.0,46680.0,46450.0,57990.0,44660.0,46470.0,45860.0,39170.0,39900.0,41920.0,37460.0,44780.0,40520.0,48090.0,60050.0,37120.0,37410.0,38470.0,36750.0,53630.0,40520.0,37300.0,37890.0,45330.0,37950.0,41280.0,52140.0,44660.0,46550.0,48050.0,36110.0,42060.0,39330.0,44660.0,34060.0,44660.0,51760.0,530.0,50.0,1360.0,240.0,7980.0,1140.0,630.0,180.0,260.0,4390.0,1420.0,440.0,190.0,2150.0,810.0,430.0,300.0,380.0,510.0,180.0,790.0,830.0,970.0,730.0,190.0,950.0,190.0,220.0,890.0,220.0,1460.0,230.0,3650.0,2130.0,70.0,1540.0,330.0,510.0,1870.0,220.0,630.0,190.0,780.0,4330.0,660.0,60.0,1580.0,960.0,110.0,850.0,50.0,22.0,90.0,11.0
"Determine formats, approaches, content, levels, and mediums to effectively meet objectives within budgetary constraints, using research, knowledge, and training.",determine formats approaches content levels and mediums to effectively meet objectives within budgetary constraints using research knowledge and training,Determine technical requirements of productions or projects.,Determine operational methods or procedures.,Making Decisions and Solving Problems,Audio and Video Equipment Technicians,audio and video equipment technicians,27-4011.00,Audio and Video Technicians,27-4011,27-4011.00,"Broadcast, Sound, and Lighting Technicians",Media and Communication Equipment Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0678427585770207,4.783122789287519,False,0.4635984615384615,3.37,55.38,0.1896244962674993,0.7999999999999999,E2,E2,58100.0,50160.0,62060.0,47140.0,43910.0,64620.0,56790.0,62120.0,59700.0,78770.0,54230.0,51350.0,60150.0,49950.0,60740.0,49870.0,51030.0,50030.0,48320.0,44480.0,46080.0,70040.0,58100.0,58300.0,53800.0,43500.0,50680.0,46700.0,50660.0,62770.0,56180.0,71040.0,47070.0,67600.0,46700.0,50110.0,49890.0,49010.0,52000.0,56890.0,64070.0,52000.0,58100.0,49970.0,49440.0,48730.0,51500.0,53960.0,69270.0,46590.0,51390.0,49680.0,58100.0,30860.0,58100.0,70230.0,320.0,70.0,1340.0,150.0,9280.0,830.0,820.0,130.0,830.0,6000.0,1630.0,430.0,210.0,3020.0,1390.0,290.0,220.0,600.0,860.0,150.0,1770.0,1632.0,1700.0,960.0,200.0,1370.0,140.0,290.0,1580.0,170.0,2280.0,420.0,7990.0,1870.0,100.0,1430.0,540.0,630.0,3080.0,150.0,440.0,205.0,1640.0,4280.0,1880.0,170.0,1900.0,1360.0,200.0,760.0,50.0,30.0,280.0,14.0
Determine guidelines that specify which source material is acceptable for use.,determine guidelines that specify which source material is acceptable for use,Determine design criteria or specifications.,Develop technical specifications for products or operations.,Thinking Creatively,Cartographers and Photogrammetrists,cartographers and photogrammetrists,17-1021.00,Cartographers and Photogrammetrists,17-1021,17-1021.00,"Surveyors, Cartographers, and Photogrammetrists","Architects, Surveyors, and Cartographers",Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.755102040816326,False,0.772908846153846,3.96,64.32,0.0467469365280991,0.1,E1,E1,81390.0,81390.0,89170.0,82260.0,81390.0,102780.0,86960.0,84100.0,81390.0,81390.0,79650.0,62630.0,81390.0,72930.0,54680.0,74800.0,84570.0,81390.0,71470.0,59990.0,78670.0,84360.0,92230.0,75090.0,99850.0,81390.0,76950.0,72220.0,81500.0,93560.0,72130.0,88480.0,79200.0,89290.0,81080.0,71070.0,70990.0,86410.0,88240.0,73180.0,81390.0,72260.0,72910.0,72990.0,73970.0,75220.0,81390.0,86660.0,96100.0,81390.0,76760.0,70590.0,81390.0,81390.0,81390.0,14260.0,193.0,60.0,400.0,119.0,1450.0,1220.0,150.0,44.0,64.0,610.0,490.0,57.0,100.0,180.0,40.0,90.0,230.0,90.0,176.0,40.0,450.0,160.0,250.0,100.0,106.0,170.0,160.0,50.0,180.0,70.0,170.0,70.0,230.0,900.0,80.0,490.0,70.0,640.0,140.0,46.0,150.0,140.0,150.0,1780.0,150.0,28.0,860.0,870.0,64.0,260.0,100.0,6.0,86.0,3.0
"Determine if inventory quantities are sufficient for needs, ordering more materials when necessary.",determine if inventory quantities are sufficient for needs ordering more materials when necessary,Monitor inventories of products or materials.,Monitor resources or inventories.,Monitoring and Controlling Resources,Procurement Clerks,procurement clerks,43-3061.00,Procurement Clerks,43-3061,43-3061.00,Procurement Clerks,Financial Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.409535329099889,False,1.1458053846153846,4.23,95.14,0.2915314241101228,0.3,E0,E2,50580.0,52940.0,54100.0,47970.0,47760.0,56160.0,55210.0,50510.0,47470.0,62880.0,48710.0,50730.0,53890.0,50310.0,47770.0,49210.0,48870.0,47730.0,50610.0,49680.0,53070.0,53960.0,60110.0,49980.0,58100.0,46270.0,48820.0,49560.0,47950.0,51530.0,58830.0,57460.0,51080.0,54080.0,50390.0,51630.0,49880.0,49940.0,52700.0,53800.0,53980.0,49810.0,46690.0,38710.0,47660.0,54950.0,47960.0,54660.0,52910.0,48050.0,49410.0,50380.0,38100.0,30940.0,50580.0,55810.0,260.0,230.0,1300.0,400.0,7080.0,830.0,710.0,140.0,220.0,2890.0,1800.0,330.0,470.0,1950.0,1110.0,680.0,430.0,810.0,760.0,320.0,1230.0,520.0,1220.0,790.0,860.0,630.0,150.0,910.0,580.0,190.0,2370.0,460.0,2680.0,1460.0,90.0,1350.0,830.0,510.0,2360.0,210.0,900.0,170.0,3900.0,3740.0,540.0,90.0,930.0,1750.0,520.0,1050.0,120.0,150.0,670.0,11.0
"Determine or coordinate treatment plans by requesting laboratory services, reviewing genetics or counseling literature, and considering histories or diagnostic data.",determine or coordinate treatment plans by requesting laboratory services reviewing genetics or counseling literature and considering histories or diagnostic data,Analyze patient data to determine patient needs or treatment goals.,Analyze health or medical data.,Analyzing Data or Information,Genetic Counselors,genetic counselors,29-9092.00,Genetic Counselors,29-9092,29-9092.00,Miscellaneous Health Practitioners and Technical Workers,Other Healthcare Practitioners and Technical Occupations,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.807,False,2.5134673076923075,4.57,100.0,1.0800652587802442,0.6,E2,E2,100040.0,100040.0,100040.0,102730.0,100040.0,137650.0,106100.0,101640.0,106010.0,100380.0,102330.0,82750.0,100040.0,100040.0,95880.0,89640.0,100040.0,100040.0,99770.0,100040.0,100040.0,94050.0,97240.0,84970.0,102010.0,100040.0,83980.0,100040.0,100040.0,100040.0,100040.0,117750.0,100040.0,107450.0,93570.0,100040.0,100670.0,100040.0,100040.0,94930.0,100040.0,93600.0,100040.0,94380.0,99450.0,98430.0,100040.0,99960.0,102920.0,100040.0,92170.0,100040.0,100040.0,100040.0,100040.0,3740.0,51.0,8.0,50.0,31.0,440.0,40.0,50.0,40.0,40.0,100.0,117.0,15.0,20.0,90.0,40.0,37.0,34.0,50.0,46.0,15.0,50.0,200.0,80.0,160.0,28.0,40.0,12.0,24.0,37.0,16.0,240.0,21.0,240.0,80.0,10.0,120.0,41.0,47.0,230.0,12.0,40.0,11.0,340.0,336.0,50.0,7.0,100.0,100.0,17.0,110.0,7.0,2.0,22.0,1.0
"Determine or coordinate treatment plans by requesting laboratory services, reviewing genetics or counseling literature, and considering histories or diagnostic data.",determine or coordinate treatment plans by requesting laboratory services reviewing genetics or counseling literature and considering histories or diagnostic data,Develop medical treatment plans.,Develop patient or client care or treatment plans.,Thinking Creatively,Genetic Counselors,genetic counselors,29-9092.00,Genetic Counselors,29-9092,29-9092.00,Miscellaneous Health Practitioners and Technical Workers,Other Healthcare Practitioners and Technical Occupations,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.807,False,2.5134673076923075,4.57,100.0,1.0800652587802442,0.6,E2,E2,100040.0,100040.0,100040.0,102730.0,100040.0,137650.0,106100.0,101640.0,106010.0,100380.0,102330.0,82750.0,100040.0,100040.0,95880.0,89640.0,100040.0,100040.0,99770.0,100040.0,100040.0,94050.0,97240.0,84970.0,102010.0,100040.0,83980.0,100040.0,100040.0,100040.0,100040.0,117750.0,100040.0,107450.0,93570.0,100040.0,100670.0,100040.0,100040.0,94930.0,100040.0,93600.0,100040.0,94380.0,99450.0,98430.0,100040.0,99960.0,102920.0,100040.0,92170.0,100040.0,100040.0,100040.0,100040.0,3740.0,51.0,8.0,50.0,31.0,440.0,40.0,50.0,40.0,40.0,100.0,117.0,15.0,20.0,90.0,40.0,37.0,34.0,50.0,46.0,15.0,50.0,200.0,80.0,160.0,28.0,40.0,12.0,24.0,37.0,16.0,240.0,21.0,240.0,80.0,10.0,120.0,41.0,47.0,230.0,12.0,40.0,11.0,340.0,336.0,50.0,7.0,100.0,100.0,17.0,110.0,7.0,2.0,22.0,1.0
"Determine or coordinate treatment plans by requesting laboratory services, reviewing genetics or counseling literature, and considering histories or diagnostic data.",determine or coordinate treatment plans by requesting laboratory services reviewing genetics or counseling literature and considering histories or diagnostic data,Order medical diagnostic or clinical tests.,Order medical tests or procedures.,Monitoring and Controlling Resources,Genetic Counselors,genetic counselors,29-9092.00,Genetic Counselors,29-9092,29-9092.00,Miscellaneous Health Practitioners and Technical Workers,Other Healthcare Practitioners and Technical Occupations,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.807,False,2.5134673076923075,4.57,100.0,1.0800652587802442,0.6,E2,E2,100040.0,100040.0,100040.0,102730.0,100040.0,137650.0,106100.0,101640.0,106010.0,100380.0,102330.0,82750.0,100040.0,100040.0,95880.0,89640.0,100040.0,100040.0,99770.0,100040.0,100040.0,94050.0,97240.0,84970.0,102010.0,100040.0,83980.0,100040.0,100040.0,100040.0,100040.0,117750.0,100040.0,107450.0,93570.0,100040.0,100670.0,100040.0,100040.0,94930.0,100040.0,93600.0,100040.0,94380.0,99450.0,98430.0,100040.0,99960.0,102920.0,100040.0,92170.0,100040.0,100040.0,100040.0,100040.0,3740.0,51.0,8.0,50.0,31.0,440.0,40.0,50.0,40.0,40.0,100.0,117.0,15.0,20.0,90.0,40.0,37.0,34.0,50.0,46.0,15.0,50.0,200.0,80.0,160.0,28.0,40.0,12.0,24.0,37.0,16.0,240.0,21.0,240.0,80.0,10.0,120.0,41.0,47.0,230.0,12.0,40.0,11.0,340.0,336.0,50.0,7.0,100.0,100.0,17.0,110.0,7.0,2.0,22.0,1.0
"Determine procedures and instructions to be followed, according to design specifications and quantity of required materials.",determine procedures and instructions to be followed according to design specifications and quantity of required materials,Determine operational methods.,Determine operational methods or procedures.,Making Decisions and Solving Problems,Architectural and Civil Drafters,architectural and civil drafters,17-3011.00,Architectural and Civil Drafters,17-3011,17-3011.00,Drafters,"Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0226142528590069,4.771081837983611,False,1.3149511538461538,3.76,93.77,0.0969606593106,0.1,E1,E2,66150.0,57100.0,66150.0,64750.0,62420.0,76520.0,76370.0,76290.0,73040.0,97880.0,62640.0,74940.0,63510.0,61840.0,58240.0,60000.0,64220.0,62220.0,60120.0,61010.0,66200.0,75180.0,76990.0,58330.0,70680.0,59920.0,61940.0,65750.0,61550.0,67000.0,65300.0,62960.0,50230.0,76260.0,62750.0,64720.0,61450.0,62140.0,74000.0,64800.0,71700.0,64680.0,52470.0,69220.0,63320.0,64290.0,61000.0,63450.0,73000.0,65640.0,62930.0,63730.0,56710.0,44720.0,66150.0,103700.0,1010.0,220.0,2120.0,980.0,11400.0,3570.0,810.0,290.0,370.0,7530.0,3970.0,610.0,1010.0,1310.0,2240.0,980.0,630.0,870.0,1040.0,440.0,910.0,2660.0,2100.0,1930.0,330.0,2270.0,600.0,850.0,1100.0,400.0,2280.0,690.0,7380.0,2680.0,380.0,2860.0,1260.0,1490.0,5370.0,240.0,1170.0,460.0,1310.0,11710.0,1820.0,230.0,2600.0,2530.0,330.0,2200.0,200.0,70.0,690.0,21.0
"Determine response requirements and relative priorities of situations, and dispatch units in accordance with established procedures.",determine response requirements and relative priorities of situations and dispatch units in accordance with established procedures,Coordinate operational activities.,"Direct organizational operations, activities, or procedures.","Guiding, Directing, and Motivating Subordinates","Police, Fire, and Ambulance Dispatchers",police fire and ambulance dispatchers,43-5031.00,Public Safety Telecommunicators,43-5031,43-5031.00,Dispatchers,"Material Recording, Scheduling, Dispatching, and Distributing Workers",Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.876286558646694,False,5.7302,4.84,99.93,0.4925959232613911,0.1,E2,E2,53040.0,38960.0,66660.0,56600.0,38240.0,80120.0,63520.0,62410.0,53140.0,59080.0,50170.0,42790.0,57020.0,51780.0,61260.0,49050.0,56770.0,45110.0,45670.0,38550.0,57250.0,58910.0,61720.0,53310.0,66550.0,34510.0,46990.0,47640.0,50270.0,60040.0,58240.0,59240.0,49060.0,61450.0,46550.0,59940.0,58100.0,39890.0,71980.0,49890.0,58310.0,43540.0,47900.0,46390.0,50040.0,54120.0,59470.0,50490.0,78850.0,40490.0,60000.0,50600.0,53040.0,26620.0,53040.0,102500.0,2230.0,390.0,1790.0,1460.0,8520.0,1800.0,1820.0,260.0,60.0,6090.0,3480.0,170.0,580.0,4350.0,2150.0,980.0,1370.0,1350.0,1470.0,730.0,1610.0,2790.0,2100.0,1460.0,1430.0,2750.0,560.0,750.0,1010.0,560.0,4010.0,640.0,5470.0,3730.0,270.0,4550.0,1930.0,1110.0,3620.0,370.0,1490.0,420.0,1840.0,7730.0,880.0,280.0,3050.0,1980.0,880.0,1820.0,350.0,44.0,120.0,21.0
"Determine scope, timing, and direction of investigations.",determine scope timing and direction of investigations,Determine operational procedures.,Determine operational methods or procedures.,Making Decisions and Solving Problems,Detectives and Criminal Investigators,detectives and criminal investigators,33-3021.00,Detectives and Criminal Investigators,33-3021,33-3021.00,Detectives and Criminal Investigators,Law Enforcement Workers,Protective Service Occupations,2026-05-31,0.0113071264295034,4.878496954681532,False,2.2012753846153847,4.35,95.97,0.906799175063138,0.5,E1,E2,93790.0,66290.0,114940.0,102340.0,54500.0,124840.0,105480.0,95240.0,122050.0,160760.0,77060.0,65430.0,113940.0,72520.0,91190.0,70340.0,79560.0,75740.0,71670.0,60450.0,88310.0,126730.0,110150.0,90650.0,80000.0,58640.0,75650.0,92410.0,100530.0,94470.0,89290.0,116300.0,86840.0,101240.0,63280.0,82290.0,79300.0,80430.0,107450.0,97580.0,88450.0,62760.0,77730.0,77090.0,90510.0,78920.0,106330.0,112760.0,115790.0,92410.0,91040.0,81880.0,93790.0,70760.0,93790.0,19389.0,681.0,71.0,2669.0,285.0,6410.0,981.0,478.0,71.0,1515.0,3274.0,2577.0,224.0,320.0,1662.0,651.0,208.0,539.0,366.0,884.0,280.0,513.0,661.0,1128.0,1001.0,412.0,813.0,254.0,147.0,300.0,147.0,1566.0,1027.0,4880.0,1708.0,213.0,1088.0,620.0,264.0,1713.0,183.0,747.0,127.0,945.0,9592.0,280.0,97.0,1616.0,940.0,112.0,834.0,86.0,8.0,315.0,4.0
"Determine size and arrangement of illustrative material and copy, and select style and size of type.",determine size and arrangement of illustrative material and copy and select style and size of type,Design layouts for print publications.,Create visual designs or displays.,Thinking Creatively,Graphic Designers,graphic designers,27-1024.00,Graphic Designers,27-1024,27-1024.00,Designers,Art and Design Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.641365257259297,False,4.51622,4.6,100.0,0.7515768423157684,0.2,E0,E2,62960.0,51070.0,62570.0,58510.0,46220.0,75130.0,66330.0,72700.0,60130.0,87920.0,61660.0,60250.0,58070.0,50350.0,62560.0,55480.0,50310.0,53630.0,52960.0,49910.0,60030.0,75120.0,76710.0,57350.0,63860.0,45640.0,56750.0,56890.0,56700.0,62890.0,60490.0,73790.0,56730.0,77340.0,58450.0,56470.0,60080.0,53630.0,66040.0,60730.0,78220.0,57170.0,48390.0,57270.0,60150.0,62310.0,65690.0,72310.0,72710.0,40350.0,59900.0,45150.0,33800.0,34180.0,62960.0,197830.0,1760.0,180.0,3560.0,1390.0,27390.0,4200.0,1930.0,360.0,1150.0,12660.0,5920.0,520.0,920.0,8960.0,3450.0,2100.0,1730.0,2060.0,1750.0,560.0,3050.0,4450.0,6070.0,5570.0,830.0,4500.0,610.0,1670.0,1570.0,790.0,5670.0,850.0,14530.0,5660.0,460.0,7280.0,2040.0,4140.0,8150.0,750.0,1930.0,470.0,3880.000000000001,13670.0,2720.0,410.0,4740.0,3960.0,520.0,4130.0,240.0,70.0,1280.0,41.0
"Determine sources of Web page or server problems, and take action to correct such problems.",determine sources of web page or server problems and take action to correct such problems,Resolve computer software problems.,Resolve computer problems.,Working with Computers,Web Administrators,web administrators,15-1199.03,Web Administrators,15-1299,15-1299.01,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.42644694533762,False,2.0422292307692307,4.32,95.0,0.6596662276065807,0.4,E2,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,187608.0,6800.0,1836.0,5510.000000000001,2896.0,207228.0,30509.0,8015.0,859.9999999999999,44471.0,13710.0,53339.0,5378.0,2689.0,28854.0,8636.0,9954.0,3465.0,1850.0,12979.0,899.9999999999999,49280.0,15953.0,19236.0,10807.0,3749.0,14340.0,1396.0,5895.0,6748.0,2508.0,31052.0,4266.0,11459.999999999998,39015.0,1887.0,6149.999999999999,8584.0,6334.0,14580.000000000002,2146.0,11118.0,240.0,28260.0,147425.0,17271.0,3413.0,43954.0,37128.0,8739.0,12100.0,440.0,724.0,2275.0,103.0
"Determine specific network hardware or software requirements, such as platforms, interfaces, bandwidths, or routine schemas.",determine specific network hardware or software requirements such as platforms interfaces bandwidths or routine schemas,Develop specifications for computer network operation.,Develop technical specifications for products or operations.,Thinking Creatively,Computer Network Architects,computer network architects,15-1143.00,Computer Network Architects,15-1241,15-1241.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.75,False,0.5140384615384616,3.6,100.0,0.2435753655793027,0.6,E2,E1,134050.0,130810.0,119720.0,130890.0,110400.0,158870.0,139230.0,143890.0,148390.0,137670.0,132800.0,133890.0,108000.0,107620.0,132790.0,124190.0,103050.0,100610.0,103740.0,106620.0,108570.0,159460.0,155060.0,112040.0,133270.0,90990.0,103130.0,104300.0,116420.0,138060.0,125420.0,162350.0,109080.0,140390.0,127320.0,108990.0,131070.0,109450.0,135660.0,131840.0,131320.0,134990.0,153390.0,123860.0,133310.0,121000.0,110930.0,141340.0,168070.0,122520.0,131720.0,100520.0,134050.0,78200.0,134050.0,98010.0,4580.0,131.0,4351.0,992.0,16217.0,17864.0,1712.0,829.0,1625.0,10219.0,8387.0,349.0,785.0,8517.0,2214.0,1276.0,1930.0,1865.0,513.0,622.0,6391.0,6838.0,3501.0,2225.0,729.0,3664.0,273.0,1472.0,1101.0,611.0,6173.0,458.0,10688.0,9106.0,251.0,5616.0,1440.0,1679.0,6631.0,502.0,2127.0,458.0,4722.0,14886.0,1450.0,142.0,10230.0,5158.0,393.0,2367.0,55.0,41.0,262.0,20.0
"Determine specifications for, or implement, logging.",determine specifications for or implement logging,Develop procedures for data management.,Develop operational or technical procedures or standards.,Developing Objectives and Strategies,"Computer Occupations, All Other",computer occupations all other,15-1199.00,Blockchain Engineers,15-1299,15-1299.07,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.6363,False,0.1980047115384615,3.999,94.219,0.4697422340820619,2.117518548334823,E1,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,17371.0,630.0,170.0,5510.0,268.0,19188.0,2825.0,742.0,860.0,4118.0,13710.0,4939.0,498.0,249.0,2672.0,800.0,922.0,321.0,1850.0,1202.0,900.0,4563.0,1477.0,1781.0,1001.0,347.0,14340.0,129.0,546.0,625.0,232.0,2875.0,395.0,11460.0,3612.0,175.0,6150.0,795.0,587.0,14580.0,199.0,1029.0,240.0,2617.0,13650.0,1599.0,316.0,4070.0,3438.0,809.0,1120.0,41.0,67.0,211.0,10.0
"Determine supplementary virtual features, such as currency, item catalog, menu design, and audio direction.",determine supplementary virtual features such as currency item catalog menu design and audio direction,Design video game features or details.,Design computer or information systems or applications.,Thinking Creatively,Video Game Designers,video game designers,15-1199.11,Video Game Designers,15-1255,15-1255.01,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.5705,False,0.3353846153846154,3.5,100.0,0.0856186224489796,0.3,E2,E2,104000.0,51860.0,71300.0,98070.0,104000.0,136110.0,95880.0,94660.0,93880.0,107650.0,77730.0,103810.0,104000.0,64250.0,85710.0,63430.0,69060.0,70620.0,77000.0,68790.0,104000.0,96760.0,113540.0,81010.0,82650.0,48550.0,70970.0,77030.0,65520.0,80120.0,111150.0,95310.0,53300.0,120990.0,97990.0,64260.0,83360.0,76440.0,102220.0,104160.0,105990.0,80930.0,104000.0,63510.0,102650.0,99990.0,104000.0,77140.0,130480.0,71880.0,95340.0,67020.0,31200.0,48700.0,104000.0,56665.0,130.0,30.0,810.0,472.0,27090.0,3250.0,1060.0,130.0,480.0,4620.0,2800.0,50.0,340.0,2050.0,1160.0,670.0,200.0,590.0,170.0,380.0,1310.0,2740.0,1750.0,1520.0,230.0,1210.0,100.0,720.0,1180.0,430.0,2170.0,200.0,16560.0,3400.0,40.0,2520.0,340.0,1230.0,2820.0,240.0,800.0,166.0,3610.0,5910.0,1060.0,110.0,1990.0,11580.0,200.0,880.0,110.0,30.0,230.0,12.0
"Determine the appropriate type of valuation to make, such as fair market, replacement, or liquidation, based on the needs of the property owner.",determine the appropriate type of valuation to make such as fair market replacement or liquidation based on the needs of the property owner,Determine operational procedures.,Determine operational methods or procedures.,Making Decisions and Solving Problems,Appraisers and Assessors of Real Estate,appraisers and assessors of real estate,13-2021.00,Appraisers of Personal and Business Property,13-2022,13-2022.00,Property Appraisers and Assessors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.9000900090009,False,1.5896765384615383,4.91,100.0,0.3953422261904761,0.3,E1,E1,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,28535.0,385.0,59.0,591.0,238.0,3320.0,524.0,309.0,88.0,128.0,1810.0,891.0,114.0,156.0,1112.0,584.0,284.0,262.0,365.0,353.0,117.0,504.0,663.0,803.0,538.0,212.0,535.0,93.0,187.0,283.0,125.0,781.0,159.0,1765.9999999999998,901.0,78.0,1012.0,311.0,358.99999999999994,1106.0,91.0,420.0,83.0,598.0,2565.0,316.0,55.0,749.0,647.0,128.0,536.0,51.0,12.0,171.0,6.0
Determine the specific audio and visual effects and music necessary to complete films.,determine the specific audio and visual effects and music necessary to complete films,Determine presentation subjects or content.,"Develop news, entertainment, or artistic content.",Thinking Creatively,Film and Video Editors,film and video editors,27-4032.00,Film and Video Editors,27-4032,27-4032.00,"Television, Video, and Film Camera Operators and Editors",Media and Communication Equipment Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0452285057180138,4.6544,False,3.5133792307692304,4.36,65.07,0.2230586703632033,0.1,E1,E2,75420.0,74410.0,38800.0,45840.0,48480.0,88490.0,84620.0,83550.0,75420.0,98830.0,60430.0,51280.0,75420.0,54080.0,72460.0,46780.0,75420.0,50900.0,62330.0,66870.0,75420.0,78380.0,92130.0,59100.0,53150.0,50410.0,57950.0,42520.0,55810.0,65720.0,61250.0,82890.0,49400.0,103440.0,60020.0,75420.0,56410.0,55210.0,72300.0,75420.0,75420.0,75420.0,39090.0,57880.0,61220.0,76240.0,63080.0,78740.0,66870.0,48440.0,53430.0,75420.0,75420.0,44490.0,75420.0,25610.0,120.0,30.0,350.0,80.0,8110.0,380.0,600.0,79.0,370.0,1490.0,800.0,103.0,100.0,310.0,450.0,255.0,70.0,60.0,80.0,105.0,250.0,550.0,360.0,200.0,50.0,380.0,110.0,120.0,320.0,100.0,620.0,160.0,3710.0,400.0,70.0,340.0,100.0,360.0,850.0,82.0,160.0,30.0,560.0,1040.0,370.0,100.0,672.0,450.0,30.0,240.0,46.0,11.0,110.0,5.0
"Determine types or amounts of equipment, vehicles, materials, or personnel required, according to work orders or specifications.",determine types or amounts of equipment vehicles materials or personnel required according to work orders or specifications,Select resources needed to accomplish tasks.,Select materials or equipment for operations or projects.,Making Decisions and Solving Problems,"Dispatchers, Except Police, Fire, and Ambulance",dispatchers except police fire and ambulance,43-5032.00,"Dispatchers, Except Police, Fire, and Ambulance",43-5032,43-5032.00,Dispatchers,"Material Recording, Scheduling, Dispatching, and Distributing Workers",Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.978700000000001,False,3.5423307692307686,4.14,73.67,0.4855620012666244,0.2,E2,E1,50340.0,48790.0,56730.0,47880.0,47130.0,52350.0,54070.0,47960.0,57170.0,72260.0,45880.0,49180.0,52570.0,49660.0,57240.0,50060.0,47000.0,47170.0,49990.0,47050.0,55150.0,51350.0,55690.0,49490.0,59220.0,45660.0,51410.0,47140.0,53880.0,47920.0,52770.0,54590.0,43960.0,55810.0,48230.0,57580.0,50320.0,44950.0,54980.0,49960.0,49320.0,47550.0,43920.0,49660.0,47320.0,51010.0,56360.0,50710.0,59330.0,46620.0,52350.0,48690.0,39630.0,24750.0,33870.0,202810.0,1780.0,570.0,5690.0,1780.0,23970.0,3470.0,2220.0,670.0,300.0,12550.0,6190.0,950.0,1430.0,7901.0,4090.0,1460.0,1670.0,2440.0,2980.0,670.0,3310.0,3510.0,5390.0,2760.0,2000.0,4340.0,810.0,1500.0,2840.0,710.0,6420.0,1350.0,11160.0,5740.0,600.0,5720.0,2180.0,3290.0,6670.0,530.0,2440.0,860.0,4190.0,23920.0,2040.0,260.0,5830.0,4920.0,880.0,3240.0,240.0,130.0,740.0,30.0
"Determine voices, instruments, harmonic structures, rhythms, tempos, and tone balances required to achieve the effects desired in a musical composition.",determine voices instruments harmonic structures rhythms tempos and tone balances required to achieve the effects desired in a musical composition,"Create musical compositions, arrangements or scores.",Create artistic designs or performances.,Thinking Creatively,Music Directors and Composers,music directors and composers,27-2041.00,Music Directors and Composers,27-2041,27-2041.00,"Musicians, Singers, and Related Workers","Entertainers and Performers, Sports and Related Workers","Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0113071264295034,4.8898,False,2.0996657692307696,4.36,100.0,0.1642371557377049,0.1,E0,E1,73710.0,42250.0,73710.0,73710.0,73710.0,93090.0,88460.0,77070.0,73710.0,84040.0,57830.0,67100.0,74570.0,73710.0,49270.0,77270.0,61740.0,73710.0,73710.0,73710.0,73710.0,64300.0,78620.0,59400.0,73710.0,62240.0,61670.0,51530.0,73710.0,73710.0,73710.0,122750.0,73710.0,82930.0,63380.0,73710.0,61380.0,54250.0,60800.0,61160.0,73710.0,73710.0,73710.0,79640.0,65570.0,82570.0,73710.0,59050.0,75060.0,73710.0,78690.0,73710.0,73710.0,73710.0,73710.0,12540.0,70.0,60.0,260.0,104.0,2510.0,160.0,120.0,39.0,140.0,570.0,392.0,90.0,69.0,489.0,200.0,120.0,115.0,160.0,155.0,51.0,160.0,340.0,310.0,140.0,40.0,60.0,110.0,82.0,124.0,55.0,210.0,70.0,2370.0,200.0,34.0,440.0,60.0,500.0,580.0,150.0,185.0,37.0,400.0,480.0,150.0,30.0,370.0,260.0,56.0,200.0,22.0,5.0,75.0,3.0
"Determine whether clients should be counseled or referred to other specialists in such fields as medicine, psychiatry, or legal aid.",determine whether clients should be counseled or referred to other specialists in such fields as medicine psychiatry or legal aid,Evaluate characteristics of individuals to determine needs or eligibility.,"Assess living, work, or social needs or status of individuals or communities.","Judging the Qualities of Objects, Services, or People",Marriage and Family Therapists,marriage and family therapists,21-1013.00,Marriage and Family Therapists,21-1013,21-1013.00,Counselors,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0030529241359659,4.964242222960257,False,0.4282503846153846,3.96,98.74,0.0310895544081086,0.1,E0,E0,66940.0,49990.0,60010.0,65290.0,64340.0,67300.0,60700.0,86250.0,76580.0,66940.0,56400.0,91550.0,141960.0,62700.0,60970.0,56810.0,67180.0,68710.0,52420.0,66940.0,71680.0,69900.0,67370.0,52270.0,72470.0,51440.0,60440.0,46960.0,62610.0,66940.0,60030.0,92150.0,70630.0,64430.0,48100.0,66940.0,70240.0,57670.0,91520.0,66040.0,66940.0,55430.0,44870.0,46700.0,46300.0,84980.0,62780.0,79900.0,60000.0,55700.0,37870.0,66940.0,66940.0,66940.0,66940.0,66740.0,190.0,60.0,1381.0,80.0,34970.0,900.0,260.0,400.0,299.0,930.0,2085.0,220.0,140.0,860.0,510.0,240.0,190.0,330.0,825.0,180.0,460.0,600.0,590.0,4870.0,140.0,390.0,100.0,260.0,662.0,70.0,4040.0,160.0,770.0,1400.0,183.0,460.0,728.0,850.0,2350.0,214.0,380.0,80.0,1440.0,1380.0,2390.0,130.0,930.0,1514.0,90.0,180.0,120.0,28.0,400.0,14.0
"Determine whether clients should be counseled or referred to other specialists in such fields as medicine, psychiatry, or legal aid.",determine whether clients should be counseled or referred to other specialists in such fields as medicine psychiatry or legal aid,Refer clients to community or social service programs.,Assist others to access additional services or resources.,Assisting and Caring for Others,Marriage and Family Therapists,marriage and family therapists,21-1013.00,Marriage and Family Therapists,21-1013,21-1013.00,Counselors,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0030529241359659,4.964242222960257,False,0.4282503846153846,3.96,98.74,0.0310895544081086,0.1,E0,E0,66940.0,49990.0,60010.0,65290.0,64340.0,67300.0,60700.0,86250.0,76580.0,66940.0,56400.0,91550.0,141960.0,62700.0,60970.0,56810.0,67180.0,68710.0,52420.0,66940.0,71680.0,69900.0,67370.0,52270.0,72470.0,51440.0,60440.0,46960.0,62610.0,66940.0,60030.0,92150.0,70630.0,64430.0,48100.0,66940.0,70240.0,57670.0,91520.0,66040.0,66940.0,55430.0,44870.0,46700.0,46300.0,84980.0,62780.0,79900.0,60000.0,55700.0,37870.0,66940.0,66940.0,66940.0,66940.0,66740.0,190.0,60.0,1381.0,80.0,34970.0,900.0,260.0,400.0,299.0,930.0,2085.0,220.0,140.0,860.0,510.0,240.0,190.0,330.0,825.0,180.0,460.0,600.0,590.0,4870.0,140.0,390.0,100.0,260.0,662.0,70.0,4040.0,160.0,770.0,1400.0,183.0,460.0,728.0,850.0,2350.0,214.0,380.0,80.0,1440.0,1380.0,2390.0,130.0,930.0,1514.0,90.0,180.0,120.0,28.0,400.0,14.0
"Determine whether statistical methods are appropriate, based on user needs or research questions of interest.",determine whether statistical methods are appropriate based on user needs or research questions of interest,Evaluate technical data to determine effect on designs or plans.,"Evaluate designs, specifications, or other technical data.",Analyzing Data or Information,Statisticians,statisticians,15-2041.00,Statisticians,15-2041,15-2041.00,Statisticians,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0339213792885103,4.857689039932031,False,1.123076923076923,4.5,95.24,0.0894295814361553,0.1,E1,E1,105650.0,76400.0,105650.0,79640.0,105720.0,135960.0,109660.0,102860.0,109570.0,140670.0,108040.0,115150.0,76780.0,105650.0,119760.0,109300.0,80150.0,111780.0,112520.0,76400.0,85680.0,132620.0,96710.0,102710.0,105650.0,64670.0,66330.0,105650.0,83480.0,79750.0,96080.0,118280.0,84330.0,136020.0,115690.0,75890.0,98190.0,89540.0,93620.0,93830.0,102620.0,65450.0,105650.0,98230.0,102960.0,88610.0,82210.0,114920.0,105650.0,84660.0,107150.0,105650.0,105650.0,49730.0,105650.0,18186.0,251.0,100.0,551.0,714.0,3107.0,977.0,614.0,88.0,689.0,689.0,576.0,113.0,200.0,601.0,288.0,313.0,100.0,100.0,88.0,100.0,3420.0,3107.0,714.0,977.0,100.0,852.0,59.0,175.0,63.0,88.0,1103.0,288.0,1529.0,1503.0,50.0,727.0,63.0,752.0,2042.0,50.0,301.0,53.0,664.0,1742.0,376.0,35.0,902.0,3709.0,113.0,313.0,33.0,8.0,288.0,4.0
"Determine whether statistical methods are appropriate, based on user needs or research questions of interest.",determine whether statistical methods are appropriate based on user needs or research questions of interest,Determine appropriate methods for data analysis.,Determine operational methods or procedures.,Making Decisions and Solving Problems,Statisticians,statisticians,15-2041.00,Statisticians,15-2041,15-2041.00,Statisticians,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0339213792885103,4.857689039932031,False,1.123076923076923,4.5,95.24,0.0894295814361553,0.1,E1,E1,105650.0,76400.0,105650.0,79640.0,105720.0,135960.0,109660.0,102860.0,109570.0,140670.0,108040.0,115150.0,76780.0,105650.0,119760.0,109300.0,80150.0,111780.0,112520.0,76400.0,85680.0,132620.0,96710.0,102710.0,105650.0,64670.0,66330.0,105650.0,83480.0,79750.0,96080.0,118280.0,84330.0,136020.0,115690.0,75890.0,98190.0,89540.0,93620.0,93830.0,102620.0,65450.0,105650.0,98230.0,102960.0,88610.0,82210.0,114920.0,105650.0,84660.0,107150.0,105650.0,105650.0,49730.0,105650.0,18186.0,251.0,100.0,551.0,714.0,3107.0,977.0,614.0,88.0,689.0,689.0,576.0,113.0,200.0,601.0,288.0,313.0,100.0,100.0,88.0,100.0,3420.0,3107.0,714.0,977.0,100.0,852.0,59.0,175.0,63.0,88.0,1103.0,288.0,1529.0,1503.0,50.0,727.0,63.0,752.0,2042.0,50.0,301.0,53.0,664.0,1742.0,376.0,35.0,902.0,3709.0,113.0,313.0,33.0,8.0,288.0,4.0
Determine work assignments and procedures.,determine work assignments and procedures,Plan production or operational procedures or sequences.,Plan work activities.,"Organizing, Planning, and Prioritizing Work",Team Assemblers,team assemblers,51-2092.00,Team Assemblers,51-2092,51-2092.00,Miscellaneous Assemblers and Fabricators,Assemblers and Fabricators,Production Occupations,2026-05-31,0.0113071264295034,4.8258676351896685,False,1.7930180769230768,4.04,68.59,0.117416586544809,0.1,E2,E1,44650.0,44650.0,44650.0,44650.0,44650.0,44650.0,44650.0,44650.0,44650.0,44650.0,44650.0,44650.0,44650.0,44650.0,44650.0,44650.0,44650.0,44650.0,44650.0,44650.0,44650.0,44650.0,44650.0,44650.0,44650.0,44650.0,44650.0,44650.0,44650.0,44650.0,44650.0,44650.0,44650.0,44650.0,44650.0,44650.0,44650.0,44650.0,44650.0,44650.0,44650.0,44650.0,44650.0,44650.0,44650.0,44650.0,44650.0,44650.0,44650.0,44650.0,44650.0,44650.0,44650.0,44650.0,44650.0,702515.0,9486.0,1461.0,14538.0,5851.0,81742.0,12898.0,7612.0,2176.0,3150.0,44565.0,21942.0,2816.0,3848.0,27368.0,14367.0,6998.0,6452.0,8978.0,8684.0,2875.0,12400.0,16326.0,19764.0,13239.0,5220.0,13177.0,2296.0,4597.0,6963.0,3067.0,19234.0,3909.0,43479.0,22179.0,1927.0,24909.0,7664.0,8828.0,27218.0,2250.0,10345.0,2053.0,14715.0,63151.0,7789.0,1364.0,18442.0,15937.0,3149.0,13202.0,1260.0,299.0,4213.0,144.0
"Develop a maintainable code base using object-oriented design principles, practices, or patterns.",develop a maintainable code base using objectoriented design principles practices or patterns,Write computer programming code.,Program computer systems or production equipment.,Working with Computers,"Computer Occupations, All Other",computer occupations all other,15-1199.00,Blockchain Engineers,15-1299,15-1299.07,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0339213792885103,4.670444288436466,False,0.7017486425339367,3.8847058823529417,86.53588235294117,0.5683509436223564,0.8948999160105984,E1,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,17371.0,630.0,170.0,5510.0,268.0,19188.0,2825.0,742.0,860.0,4118.0,13710.0,4939.0,498.0,249.0,2672.0,800.0,922.0,321.0,1850.0,1202.0,900.0,4563.0,1477.0,1781.0,1001.0,347.0,14340.0,129.0,546.0,625.0,232.0,2875.0,395.0,11460.0,3612.0,175.0,6150.0,795.0,587.0,14580.0,199.0,1029.0,240.0,2617.0,13650.0,1599.0,316.0,4070.0,3438.0,809.0,1120.0,41.0,67.0,211.0,10.0
Develop advertising and other informational materials to be used in subject recruitment.,develop advertising and other informational materials to be used in subject recruitment,Develop promotional materials.,Develop marketing or promotional materials.,Thinking Creatively,Clinical Research Coordinators,clinical research coordinators,11-9121.01,Clinical Research Coordinators,11-9121,11-9121.01,Natural Sciences Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.85,False,0.1040611538461538,3.27,71.82,0.0339418373059943,0.7,E1,E1,167220.0,133470.0,130590.0,124920.0,119430.0,210230.0,152730.0,210670.0,167220.0,156730.0,112220.0,167220.0,107810.0,124800.0,159670.0,108250.0,109760.0,153820.0,126440.0,115950.0,141360.0,168620.0,267290.0,129070.0,136450.0,119430.0,129410.0,119430.0,120620.0,112260.0,134010.0,207030.0,167220.0,134680.0,173870.0,131370.0,137170.0,112260.0,143120.0,137900.0,130480.0,131140.0,128140.0,124530.0,129960.0,119430.0,131290.0,150570.0,182480.0,138010.0,128890.0,109300.0,167220.0,119430.0,167220.0,66286.0,451.0,866.0,1098.0,415.0,18235.0,2000.0,1451.0,537.0,1878.0,5330.0,2070.0,622.0,744.0,3427.0,2037.0,744.0,293.0,488.0,820.0,524.0,5879.0,12917.0,2708.0,1866.0,256.0,1500.0,451.0,671.0,390.0,293.0,12246.0,488.0,6940.0,7331.0,171.0,1903.0,378.0,2074.0,9733.0,244.0,951.0,220.0,1073.0,9111.0,735.0,354.0,1793.0,3037.0,195.0,1305.0,183.0,28.0,110.0,13.0
"Develop advertising campaigns for a wide range of clients, working with an advertising agency's creative director and art director to determine the best way to present advertising information.",develop advertising campaigns for a wide range of clients working with an advertising agencys creative director and art director to determine the best way to present advertising information,Develop promotional strategies or plans.,Develop business or marketing plans.,Thinking Creatively,Writers and Authors,writers and authors,27-3043.00,Writers and Authors,27-3043,27-3043.00,Writers and Editors,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.76947694769477,False,1.7059876923076922,4.46,84.96,3.243029102519614,4.519425696655192,E1,E2,76910.0,66950.0,76910.0,55990.0,47970.0,86480.0,76830.0,98460.0,76910.0,129300.0,68080.0,74710.0,76910.0,56360.0,68220.0,75820.0,61010.0,65840.0,48780.0,89520.0,76910.0,104330.0,85260.0,76910.0,72810.0,54180.0,58140.0,76910.0,65470.0,63910.0,71830.0,81590.0,76910.0,76910.0,63660.0,50860.0,65930.0,58770.0,80540.0,77410.0,70190.0,51920.0,56700.0,58870.0,69990.0,64530.0,94430.0,85000.0,85700.0,64410.0,64370.0,49650.0,76910.0,43440.0,76910.0,2791.0,21.0,6.0,70.0,31.0,977.0,151.0,480.0,9.0,122.0,351.0,95.0,59.99999999999999,10.0,307.0,52.0,34.0,240.0,41.0,480.0,23.0,63.0,157.0,78.0,84.0,15.0,70.0,10.0,240.0,22.0,21.0,137.0,10.0,871.0,211.0,9.0,97.0,26.0,111.0,126.0,13.0,61.0,59.99999999999999,147.0,270.0,48.0,13.0,178.0,90.0,13.0,83.0,5.0,1.0,10.0,1.0
Develop an understanding of customers' needs and take actions to ensure that such needs are met.,develop an understanding of customers needs and take actions to ensure that such needs are met,Gather customer or product information to determine customer needs.,Collect data about consumer needs or opinions.,Getting Information,Logisticians,logisticians,13-1081.00,Logisticians,13-1081,13-1081.00,Logisticians and Project Management Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0678427585770207,4.712851843770456,False,2.001532307692308,4.33,100.0,0.1666980875062236,0.1,E0,E2,82320.0,98450.0,87280.0,77620.0,78400.0,92890.0,96090.0,85450.0,96090.0,104770.0,76410.0,77570.0,100340.0,73920.0,80100.0,77670.0,78740.0,69520.0,68420.0,75230.0,77780.0,102700.0,100360.0,83200.0,82320.0,75160.0,78350.0,81270.0,65370.0,79600.0,81270.0,92280.0,98430.0,88240.0,80780.0,72800.0,83460.0,86600.0,83180.0,79340.0,76180.0,80330.0,80020.0,71280.0,75480.0,83300.0,83560.0,98920.0,107250.0,71590.0,73180.0,85550.0,65440.0,54380.0,68790.0,73990.0,4589.0,469.0,4244.0,1963.0,29126.0,3970.0,1945.0,460.0,1194.0,13281.0,11123.0,504.0,504.0,12529.0,3890.0,2193.0,1574.0,2290.0,1512.0,504.0,6048.0,4642.0,9081.0,3051.0,1379.0,3042.0,248.0,1326.0,1141.0,610.0,5553.0,752.0,6128.0,6950.0,274.0,7949.0,3387.0,2803.0,8824.0,486.0,4642.0,186.0,4412.0,18595.0,3325.0,230.0,9320.0,5013.0,522.0,4545.0,106.0,115.0,981.0,35.0
Develop an understanding of customers' needs and take actions to ensure that such needs are met.,develop an understanding of customers needs and take actions to ensure that such needs are met,Collect data about customer needs.,Collect data about consumer needs or opinions.,Getting Information,Logisticians,logisticians,13-1081.00,Logisticians,13-1081,13-1081.00,Logisticians and Project Management Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0678427585770207,4.712851843770456,False,2.001532307692308,4.33,100.0,0.1666980875062236,0.1,E0,E2,82320.0,98450.0,87280.0,77620.0,78400.0,92890.0,96090.0,85450.0,96090.0,104770.0,76410.0,77570.0,100340.0,73920.0,80100.0,77670.0,78740.0,69520.0,68420.0,75230.0,77780.0,102700.0,100360.0,83200.0,82320.0,75160.0,78350.0,81270.0,65370.0,79600.0,81270.0,92280.0,98430.0,88240.0,80780.0,72800.0,83460.0,86600.0,83180.0,79340.0,76180.0,80330.0,80020.0,71280.0,75480.0,83300.0,83560.0,98920.0,107250.0,71590.0,73180.0,85550.0,65440.0,54380.0,68790.0,73990.0,4589.0,469.0,4244.0,1963.0,29126.0,3970.0,1945.0,460.0,1194.0,13281.0,11123.0,504.0,504.0,12529.0,3890.0,2193.0,1574.0,2290.0,1512.0,504.0,6048.0,4642.0,9081.0,3051.0,1379.0,3042.0,248.0,1326.0,1141.0,610.0,5553.0,752.0,6128.0,6950.0,274.0,7949.0,3387.0,2803.0,8824.0,486.0,4642.0,186.0,4412.0,18595.0,3325.0,230.0,9320.0,5013.0,522.0,4545.0,106.0,115.0,981.0,35.0
"Develop and distribute newsletters, brochures, or other printed materials to share information with patients or medical staff.",develop and distribute newsletters brochures or other printed materials to share information with patients or medical staff,Prepare informational or reference materials.,Prepare informational or instructional materials.,Documenting/Recording Information,Patient Representatives,patient representatives,43-4051.03,Patient Representatives,29-2099,29-2099.08,Miscellaneous Health Technologists and Technicians,Health Technologists and Technicians,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.691028225806452,True,0.8251892307692308,3.21,79.37,0.3313120590098568,0.6,E0,E1,50290.0,43600.0,54070.0,56370.0,42820.0,60390.0,59430.0,51030.0,78650.0,55920.0,45760.0,49310.0,59900.0,47220.0,49930.0,47960.0,47910.0,54180.0,49410.0,39730.0,61490.0,47750.0,60500.0,48520.0,59540.0,39010.0,46040.0,51620.0,46140.0,49620.0,57580.0,58300.0,44260.0,60320.0,46480.0,49480.0,47570.0,45330.0,60390.0,46720.0,57800.0,44840.0,52970.0,49180.0,47870.0,47490.0,59470.0,47340.0,62090.0,51580.0,51350.0,80520.0,50290.0,35330.0,72450.0,176628.0,2341.0,1567.0,7138.0,2128.0,51341.0,4778.0,2399.0,213.0,2670.0,19596.0,12303.0,1934.0,1257.0,8937.0,4178.0,3095.0,1354.0,3753.0,6693.0,1064.0,3830.0,6867.0,11355.0,3927.0,4004.0,11413.0,600.0,1606.0,3463.0,1064.0,11278.0,1548.0,23040.0,12845.0,967.0,16617.0,3811.0,3327.0,25535.0,1025.0,5900.0,445.0,2147.0,29733.0,3076.0,832.0,8725.0,7486.0,1470.0,6403.0,174.0,75.0,1760.0,58.0
"Develop and distribute newsletters, brochures, or other printed materials to share information with patients or medical staff.",develop and distribute newsletters brochures or other printed materials to share information with patients or medical staff,Distribute materials to employees or customers.,"Distribute materials, supplies, or resources.",Monitoring and Controlling Resources,Patient Representatives,patient representatives,43-4051.03,Patient Representatives,29-2099,29-2099.08,Miscellaneous Health Technologists and Technicians,Health Technologists and Technicians,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.691028225806452,True,0.8251892307692308,3.21,79.37,0.3313120590098568,0.6,E0,E1,50290.0,43600.0,54070.0,56370.0,42820.0,60390.0,59430.0,51030.0,78650.0,55920.0,45760.0,49310.0,59900.0,47220.0,49930.0,47960.0,47910.0,54180.0,49410.0,39730.0,61490.0,47750.0,60500.0,48520.0,59540.0,39010.0,46040.0,51620.0,46140.0,49620.0,57580.0,58300.0,44260.0,60320.0,46480.0,49480.0,47570.0,45330.0,60390.0,46720.0,57800.0,44840.0,52970.0,49180.0,47870.0,47490.0,59470.0,47340.0,62090.0,51580.0,51350.0,80520.0,50290.0,35330.0,72450.0,176628.0,2341.0,1567.0,7138.0,2128.0,51341.0,4778.0,2399.0,213.0,2670.0,19596.0,12303.0,1934.0,1257.0,8937.0,4178.0,3095.0,1354.0,3753.0,6693.0,1064.0,3830.0,6867.0,11355.0,3927.0,4004.0,11413.0,600.0,1606.0,3463.0,1064.0,11278.0,1548.0,23040.0,12845.0,967.0,16617.0,3811.0,3327.0,25535.0,1025.0,5900.0,445.0,2147.0,29733.0,3076.0,832.0,8725.0,7486.0,1470.0,6403.0,174.0,75.0,1760.0,58.0
Develop and document database architectures.,develop and document database architectures,Create databases to store electronic data.,Design databases.,Thinking Creatively,Database Administrators,database administrators,15-1141.00,Database Architects,15-1243,15-1243.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.799167850619037,False,0.9096169230769232,4.52,100.0,0.7357027630296213,1.1,E2,E1,124813.68421052632,100586.84210526316,110946.31578947368,134281.05263157896,94979.47368421052,146117.8947368421,139309.47368421053,129222.1052631579,128056.84210526316,136759.47368421053,123920.0,125735.7894736842,113602.1052631579,106340.0,126563.15789473684,114834.2105263158,114427.36842105264,117434.2105263158,109395.7894736842,113637.39612188366,106753.68421052632,129302.1052631579,148028.94736842104,117875.7894736842,119428.94736842104,93944.2105263158,106233.15789473684,98676.31578947368,119877.8947368421,127345.26315789472,119830.0,122924.73684210528,109739.47368421052,126423.68421052632,125901.57894736844,96503.68421052632,117870.0,103882.63157894736,122254.2105263158,114412.13296398892,125877.8947368421,114690.52631578948,113803.15789473684,115308.94736842104,135803.68421052632,133428.42105263157,116146.8698060942,132132.63157894736,124288.42105263156,103203.71191135734,121898.42105263156,106988.97506925208,124813.68421052632,77203.15789473684,124813.68421052632,48904.73684210527,931.0526315789474,78.42105263157895,1166.3157894736842,385.2631578947368,6643.684210526316,1642.6315789473686,1001.0526315789472,369.5263157894737,693.1578947368421,2652.1052631578946,2535.263157894737,76.8421052631579,226.3157894736842,1905.7894736842104,681.0526315789473,290.5263157894737,393.6842105263158,476.3157894736842,472.3684210526316,219.4736842105263,1761.578947368421,2530.0,1288.9473684210527,1147.3684210526314,142.10526315789474,1296.3157894736842,218.94736842105263,547.0,403.1578947368421,174.73684210526315,2551.052631578947,309.4736842105263,3740.5263157894738,3164.736842105264,68.42105263157895,1836.842105263158,830.5263157894738,868.9473684210526,2675.789473684211,210.52631578947367,1088.421052631579,94.73684210526316,1226.842105263158,7495.263157894737,870.0,105.52631578947368,5546.315789473685,2459.4736842105262,170.5263157894737,814.7368421052632,134.73684210526315,21.000000000000004,106.3157894736842,10.0
Develop and document database architectures.,develop and document database architectures,Document technical specifications or requirements.,"Document technical designs, procedures, or activities.",Documenting/Recording Information,Database Administrators,database administrators,15-1141.00,Database Architects,15-1243,15-1243.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.799167850619037,False,0.9096169230769232,4.52,100.0,0.7357027630296213,1.1,E2,E1,124813.68421052632,100586.84210526316,110946.31578947368,134281.05263157896,94979.47368421052,146117.8947368421,139309.47368421053,129222.1052631579,128056.84210526316,136759.47368421053,123920.0,125735.7894736842,113602.1052631579,106340.0,126563.15789473684,114834.2105263158,114427.36842105264,117434.2105263158,109395.7894736842,113637.39612188366,106753.68421052632,129302.1052631579,148028.94736842104,117875.7894736842,119428.94736842104,93944.2105263158,106233.15789473684,98676.31578947368,119877.8947368421,127345.26315789472,119830.0,122924.73684210528,109739.47368421052,126423.68421052632,125901.57894736844,96503.68421052632,117870.0,103882.63157894736,122254.2105263158,114412.13296398892,125877.8947368421,114690.52631578948,113803.15789473684,115308.94736842104,135803.68421052632,133428.42105263157,116146.8698060942,132132.63157894736,124288.42105263156,103203.71191135734,121898.42105263156,106988.97506925208,124813.68421052632,77203.15789473684,124813.68421052632,48904.73684210527,931.0526315789474,78.42105263157895,1166.3157894736842,385.2631578947368,6643.684210526316,1642.6315789473686,1001.0526315789472,369.5263157894737,693.1578947368421,2652.1052631578946,2535.263157894737,76.8421052631579,226.3157894736842,1905.7894736842104,681.0526315789473,290.5263157894737,393.6842105263158,476.3157894736842,472.3684210526316,219.4736842105263,1761.578947368421,2530.0,1288.9473684210527,1147.3684210526314,142.10526315789474,1296.3157894736842,218.94736842105263,547.0,403.1578947368421,174.73684210526315,2551.052631578947,309.4736842105263,3740.5263157894738,3164.736842105264,68.42105263157895,1836.842105263158,830.5263157894738,868.9473684210526,2675.789473684211,210.52631578947367,1088.421052631579,94.73684210526316,1226.842105263158,7495.263157894737,870.0,105.52631578947368,5546.315789473685,2459.4736842105262,170.5263157894737,814.7368421052632,134.73684210526315,21.000000000000004,106.3157894736842,10.0
Develop and document style guidelines for Web site content.,develop and document style guidelines for web site content,Develop specifications or procedures for website development or maintenance.,Develop technical specifications for products or operations.,Thinking Creatively,Web Developers,web developers,15-1134.00,Web and Digital Interface Designers,15-1255,15-1255.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.625920621931261,False,0.7843856610576924,3.630625,96.614375,0.2333333333333333,0.4690969619612205,E1,E1,98992.64705882352,72653.81487889274,83517.34429065743,88434.70588235294,77620.8910034602,128812.9411764706,91499.11764705884,90808.5294117647,86000.58823529411,110755.88235294116,87110.57958477509,97867.35294117648,98992.64705882352,70885.29411764706,85317.35294117648,71124.11764705883,66920.29411764706,71930.29411764706,79483.82352941176,76087.05882352941,98992.64705882352,103787.9411764706,106891.4705882353,88712.94117647059,90754.41176470587,70804.10899653978,85431.76470588235,70425.58823529411,72062.64705882352,81487.64705882352,96639.70588235294,95252.64705882352,59838.23529411765,111103.23529411764,97381.17647058824,67758.5294117647,90256.75605536332,77384.11764705883,85561.17647058824,96315.88235294116,102526.76470588236,79721.17647058824,77863.53806228373,68473.23529411765,95216.17647058824,100069.41176470587,92620.8910034602,99745.88235294116,130462.35294117648,74685.88235294117,93262.0588235294,67633.23529411765,61108.52076124567,47517.64705882353,98992.64705882352,62631.91176470588,482.9411764705882,74.11764705882354,898.2352941176471,468.1764705882353,18367.941176470587,2557.3529411764707,923.2352941176472,158.23529411764707,457.9411764705882,4334.558823529412,2226.470588235294,164.70588235294116,287.05882352941177,3047.058823529412,1027.6470588235293,559.7058823529412,332.3529411764706,448.8235294117647,311.1764705882353,287.3529411764705,1596.764705882353,2387.058823529412,1675.0,1378.8235294117646,212.35294117647047,1187.9411764705883,298.52941176470586,503.8235294117647,809.4117647058823,447.6470588235294,2205.2941176470586,169.11764705882354,11014.411764705885,2795.5882352941176,98.23529411764706,2153.823529411765,370.88235294117646,1190.294117647059,2312.6470588235293,222.7941176470588,760.2941176470589,274.3235294117647,2732.058823529412,5468.823529411765,1157.0588235294117,99.05882352941175,3137.058823529412,8425.588235294117,288.2352941176471,1012.3529411764706,83.52941176470588,28.676470588235293,221.1764705882353,13.0
Develop and document style guidelines for Web site content.,develop and document style guidelines for web site content,Document design or development procedures.,"Document technical designs, procedures, or activities.",Documenting/Recording Information,Web Developers,web developers,15-1134.00,Web and Digital Interface Designers,15-1255,15-1255.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.625920621931261,False,0.7843856610576924,3.630625,96.614375,0.2333333333333333,0.4690969619612205,E1,E1,98992.64705882352,72653.81487889274,83517.34429065743,88434.70588235294,77620.8910034602,128812.9411764706,91499.11764705884,90808.5294117647,86000.58823529411,110755.88235294116,87110.57958477509,97867.35294117648,98992.64705882352,70885.29411764706,85317.35294117648,71124.11764705883,66920.29411764706,71930.29411764706,79483.82352941176,76087.05882352941,98992.64705882352,103787.9411764706,106891.4705882353,88712.94117647059,90754.41176470587,70804.10899653978,85431.76470588235,70425.58823529411,72062.64705882352,81487.64705882352,96639.70588235294,95252.64705882352,59838.23529411765,111103.23529411764,97381.17647058824,67758.5294117647,90256.75605536332,77384.11764705883,85561.17647058824,96315.88235294116,102526.76470588236,79721.17647058824,77863.53806228373,68473.23529411765,95216.17647058824,100069.41176470587,92620.8910034602,99745.88235294116,130462.35294117648,74685.88235294117,93262.0588235294,67633.23529411765,61108.52076124567,47517.64705882353,98992.64705882352,62631.91176470588,482.9411764705882,74.11764705882354,898.2352941176471,468.1764705882353,18367.941176470587,2557.3529411764707,923.2352941176472,158.23529411764707,457.9411764705882,4334.558823529412,2226.470588235294,164.70588235294116,287.05882352941177,3047.058823529412,1027.6470588235293,559.7058823529412,332.3529411764706,448.8235294117647,311.1764705882353,287.3529411764705,1596.764705882353,2387.058823529412,1675.0,1378.8235294117646,212.35294117647047,1187.9411764705883,298.52941176470586,503.8235294117647,809.4117647058823,447.6470588235294,2205.2941176470586,169.11764705882354,11014.411764705885,2795.5882352941176,98.23529411764706,2153.823529411765,370.88235294117646,1190.294117647059,2312.6470588235293,222.7941176470588,760.2941176470589,274.3235294117647,2732.058823529412,5468.823529411765,1157.0588235294117,99.05882352941175,3137.058823529412,8425.588235294117,288.2352941176471,1012.3529411764706,83.52941176470588,28.676470588235293,221.1764705882353,13.0
Develop and implement behavioral management and care plans for clients.,develop and implement behavioral management and care plans for clients,Develop treatment plans for patients or clients.,Develop patient or client care or treatment plans.,Thinking Creatively,Social and Human Service Assistants,social and human service assistants,21-1093.00,Social and Human Service Assistants,21-1093,21-1093.00,Miscellaneous Community and Social Service Specialists,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0030529241359659,4.894736842105264,False,0.7020146153846154,4.14,82.01,1.795719216232034,3.835231250461071,E2,E2,45930.0,35830.0,47360.0,40730.0,36770.0,51090.0,47690.0,44730.0,40710.0,59460.0,44410.0,39480.0,42400.0,47540.0,46950.0,44550.0,42480.0,42570.0,37440.0,35780.0,47710.0,47210.0,47130.0,39160.0,49940.0,31200.0,41780.0,38570.0,38940.0,38570.0,46950.0,48420.0,46340.0,47190.0,42850.0,46260.0,38390.0,36740.0,51230.0,44050.0,47720.0,38550.0,38350.0,40310.0,45860.0,39930.0,46640.0,43450.0,54770.0,39290.0,47500.0,45290.0,38920.0,31570.0,37150.0,437860.0,3370.0,1370.0,7290.0,3530.0,58730.0,5410.0,9930.0,1050.0,2080.0,22670.0,7410.0,2230.0,3810.0,22220.0,11740.0,5230.0,6070.0,4670.0,3440.0,4580.0,7280.0,9180.0,12450.0,11110.0,3253.0,6200.0,1200.0,1460.0,2420.0,1860.0,17270.0,3050.0,40970.0,9020.0,1530.0,10970.0,3340.0,11260.0,24340.0,2290.0,5220.0,830.0,4380.0,21620.0,6540.0,1920.0,10670.0,7590.0,3320.0,7750.0,610.0,160.0,5560.0,60.0
Develop and implement policies and procedures for the operation of a department or establishment.,develop and implement policies and procedures for the operation of a department or establishment,Implement organizational process or policy changes.,Implement procedures or processes.,Making Decisions and Solving Problems,Lodging Managers,lodging managers,11-9081.00,Lodging Managers,11-9081,11-9081.00,Lodging Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.5713,False,1.2641084615384617,4.05,95.04,1.172623276854596,1.151195015691875,E1,E2,69250.0,69420.0,80060.0,77670.0,45870.0,76950.0,91750.0,76940.0,73850.0,75610.0,69120.0,61060.0,114070.0,65390.0,61530.0,67070.0,59680.0,64220.0,59440.0,63000.0,62400.0,73260.0,97350.0,58970.0,78890.0,62550.0,46880.0,66580.0,67990.0,78110.0,79210.0,107720.0,67320.0,79460.0,63860.0,62770.0,48690.0,50740.0,63220.0,60980.0,106630.0,62990.0,61920.0,63050.0,62000.0,67060.0,81440.0,66990.0,101350.0,72800.0,73590.0,61190.0,69250.0,43860.0,69250.0,42620.0,570.0,89.0,680.0,480.0,5070.0,1100.0,210.0,130.0,260.0,4790.0,1580.0,200.0,70.0,740.0,570.0,410.0,300.0,545.0,380.0,740.0,440.0,990.0,1199.0,250.0,290.0,170.0,670.0,330.0,490.0,90.0,450.0,370.0,2880.0,1460.0,270.0,1490.0,440.0,1170.0,1651.0,110.0,640.0,310.0,610.0,3900.0,473.0,210.0,1119.0,450.0,180.0,1130.0,420.0,18.0,110.0,9.0
Develop and implement policies and procedures for the operation of a department or establishment.,develop and implement policies and procedures for the operation of a department or establishment,Develop organizational policies or programs.,"Develop organizational policies, systems, or processes.",Developing Objectives and Strategies,Lodging Managers,lodging managers,11-9081.00,Lodging Managers,11-9081,11-9081.00,Lodging Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.5713,False,1.2641084615384617,4.05,95.04,1.172623276854596,1.151195015691875,E1,E2,69250.0,69420.0,80060.0,77670.0,45870.0,76950.0,91750.0,76940.0,73850.0,75610.0,69120.0,61060.0,114070.0,65390.0,61530.0,67070.0,59680.0,64220.0,59440.0,63000.0,62400.0,73260.0,97350.0,58970.0,78890.0,62550.0,46880.0,66580.0,67990.0,78110.0,79210.0,107720.0,67320.0,79460.0,63860.0,62770.0,48690.0,50740.0,63220.0,60980.0,106630.0,62990.0,61920.0,63050.0,62000.0,67060.0,81440.0,66990.0,101350.0,72800.0,73590.0,61190.0,69250.0,43860.0,69250.0,42620.0,570.0,89.0,680.0,480.0,5070.0,1100.0,210.0,130.0,260.0,4790.0,1580.0,200.0,70.0,740.0,570.0,410.0,300.0,545.0,380.0,740.0,440.0,990.0,1199.0,250.0,290.0,170.0,670.0,330.0,490.0,90.0,450.0,370.0,2880.0,1460.0,270.0,1490.0,440.0,1170.0,1651.0,110.0,640.0,310.0,610.0,3900.0,473.0,210.0,1119.0,450.0,180.0,1130.0,420.0,18.0,110.0,9.0
Develop and implement policies and procedures for the operation of a department or establishment.,develop and implement policies and procedures for the operation of a department or establishment,"Develop operating strategies, plans, or procedures.","Develop organizational policies, systems, or processes.",Developing Objectives and Strategies,Lodging Managers,lodging managers,11-9081.00,Lodging Managers,11-9081,11-9081.00,Lodging Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.5713,False,1.2641084615384617,4.05,95.04,1.172623276854596,1.151195015691875,E1,E2,69250.0,69420.0,80060.0,77670.0,45870.0,76950.0,91750.0,76940.0,73850.0,75610.0,69120.0,61060.0,114070.0,65390.0,61530.0,67070.0,59680.0,64220.0,59440.0,63000.0,62400.0,73260.0,97350.0,58970.0,78890.0,62550.0,46880.0,66580.0,67990.0,78110.0,79210.0,107720.0,67320.0,79460.0,63860.0,62770.0,48690.0,50740.0,63220.0,60980.0,106630.0,62990.0,61920.0,63050.0,62000.0,67060.0,81440.0,66990.0,101350.0,72800.0,73590.0,61190.0,69250.0,43860.0,69250.0,42620.0,570.0,89.0,680.0,480.0,5070.0,1100.0,210.0,130.0,260.0,4790.0,1580.0,200.0,70.0,740.0,570.0,410.0,300.0,545.0,380.0,740.0,440.0,990.0,1199.0,250.0,290.0,170.0,670.0,330.0,490.0,90.0,450.0,370.0,2880.0,1460.0,270.0,1490.0,440.0,1170.0,1651.0,110.0,640.0,310.0,610.0,3900.0,473.0,210.0,1119.0,450.0,180.0,1130.0,420.0,18.0,110.0,9.0
Develop and implement procedures for identifying advertising needs.,develop and implement procedures for identifying advertising needs,Develop business or market strategies.,Develop business or marketing plans.,Thinking Creatively,Market Research Analysts and Marketing Specialists,market research analysts and marketing specialists,13-1161.00,Market Research Analysts and Marketing Specialists,13-1161,13-1161.00,Market Research Analysts and Marketing Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.493673577884104,False,0.0890480769230769,3.09,95.65,0.0440830974338134,0.7,E1,E2,78760.0,59530.0,66710.0,71940.0,65430.0,94700.0,93050.0,77740.0,101270.0,98090.0,75450.0,75850.0,59390.0,60970.0,79120.0,63700.0,66390.0,70430.0,61480.0,59690.0,71980.0,76370.0,101810.0,66780.0,87510.0,56640.0,70140.0,68080.0,60000.0,71840.0,64570.0,88190.0,61950.0,98580.0,78410.0,61580.0,72790.0,61940.0,79150.0,68760.0,86240.0,69440.0,63490.0,69790.0,72520.0,62630.0,74880.0,76980.0,95120.0,52340.0,64800.0,60990.0,42240.0,39330.0,59990.0,449790.0,7277.0,494.0,13748.0,5421.0,103277.0,24182.0,8613.0,3570.0,5499.0,60769.99999999999,27810.0,1396.0,3279.0,35180.0,14400.000000000002,7702.0,8090.0,5456.0,4649.0,2073.0,11770.0,34443.0,21008.0,18457.0,2272.0,12915.0,1266.0,3279.0,5013.0,3643.0,19941.0,1396.0,69823.0,30700.0,1344.0,23740.0,5742.0,9810.0,31040.000000000004,2784.0,10339.0,1327.0,11310.0,54947.0,14509.999999999998,860.0,22213.0,21216.0,1431.0,13531.0,737.0,69.0,2099.0,78.0
Develop and implement treatment plans based on clinical experience and knowledge.,develop and implement treatment plans based on clinical experience and knowledge,Develop treatment plans for patients or clients.,Develop patient or client care or treatment plans.,Thinking Creatively,Mental Health Counselors,mental health counselors,21-1014.00,Mental Health Counselors,21-1014,21-1014.00,Counselors,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0030529241359659,4.7455,False,2.062284615384616,4.64,100.0,0.5257922164948455,0.3,E2,E2,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,172550.0,2330.0,359.0,3571.0,1437.0,20077.0,3168.0,1870.0,534.0,774.0,10946.0,5389.0,692.0,945.0,6722.0,3529.0,1719.0,1585.0,2205.0,2133.0,706.0,3046.0,4010.0,4854.0,3252.0,1282.0,3236.0,564.0,1129.0,1710.0,753.0,4724.0,960.0,10679.0,5447.0,473.0,6118.0,1882.0,2168.0,6685.0,553.0,2541.0,504.0,3614.0,15511.0,1913.0,335.0,4530.0,3914.0,773.0,3243.0,309.0,73.0,1035.0,35.0
"Develop and interpret organizational goals, policies, and procedures.",develop and interpret organizational goals policies and procedures,Develop organizational goals or objectives.,Develop organizational or program goals or objectives.,Thinking Creatively,Computer and Information Systems Managers,computer and information systems managers,11-3021.00,Computer and Information Systems Managers,11-3021,11-3021.00,Computer and Information Systems Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.306673511293635,False,0.4041834615384616,3.7,93.86,0.2651570080462251,0.9149980848904876,E1,E2,175140.0,138670.0,133490.0,166430.0,127220.0,218290.0,199420.0,171750.0,168500.0,195190.0,168470.0,173940.0,141640.0,162240.0,171730.0,142040.0,143780.0,164830.0,140360.0,127500.0,160260.0,171490.0,214960.0,163760.0,176380.0,124280.0,159460.0,132860.0,135780.0,165000.0,176540.0,203460.0,137730.0,214300.0,172860.0,149130.0,163640.0,137280.0,175270.0,163910.0,167270.0,160860.0,162240.0,158700.0,171530.0,163610.0,138460.0,201490.0,209370.0,139820.0,160140.0,120850.0,92560.0,99780.0,87900.0,670570.0,7670.0,970.0,14270.0,3420.0,94720.0,11510.0,10570.0,2140.0,5690.0,35040.0,18560.0,1200.0,1950.0,31680.0,8060.0,3920.0,4050.0,3130.0,2860.0,1450.0,14620.0,24910.0,16010.0,10970.0,1710.0,11130.0,1180.0,5070.0,3610.0,3810.0,34470.0,1500.0,48050.0,25650.0,850.0,19500.0,3790.0,7440.0,27060.0,1210.0,4930.0,380.0,12040.0,73060.0,8810.0,1100.0,17550.0,16960.0,1100.0,8880.0,330.0,90.0,1370.0,60.0
"Develop and interpret organizational goals, policies, and procedures.",develop and interpret organizational goals policies and procedures,Develop organizational policies or programs.,"Develop organizational policies, systems, or processes.",Developing Objectives and Strategies,Computer and Information Systems Managers,computer and information systems managers,11-3021.00,Computer and Information Systems Managers,11-3021,11-3021.00,Computer and Information Systems Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.306673511293635,False,0.4041834615384616,3.7,93.86,0.2651570080462251,0.9149980848904876,E1,E2,175140.0,138670.0,133490.0,166430.0,127220.0,218290.0,199420.0,171750.0,168500.0,195190.0,168470.0,173940.0,141640.0,162240.0,171730.0,142040.0,143780.0,164830.0,140360.0,127500.0,160260.0,171490.0,214960.0,163760.0,176380.0,124280.0,159460.0,132860.0,135780.0,165000.0,176540.0,203460.0,137730.0,214300.0,172860.0,149130.0,163640.0,137280.0,175270.0,163910.0,167270.0,160860.0,162240.0,158700.0,171530.0,163610.0,138460.0,201490.0,209370.0,139820.0,160140.0,120850.0,92560.0,99780.0,87900.0,670570.0,7670.0,970.0,14270.0,3420.0,94720.0,11510.0,10570.0,2140.0,5690.0,35040.0,18560.0,1200.0,1950.0,31680.0,8060.0,3920.0,4050.0,3130.0,2860.0,1450.0,14620.0,24910.0,16010.0,10970.0,1710.0,11130.0,1180.0,5070.0,3610.0,3810.0,34470.0,1500.0,48050.0,25650.0,850.0,19500.0,3790.0,7440.0,27060.0,1210.0,4930.0,380.0,12040.0,73060.0,8810.0,1100.0,17550.0,16960.0,1100.0,8880.0,330.0,90.0,1370.0,60.0
"Develop and interpret organizational goals, policies, and procedures.",develop and interpret organizational goals policies and procedures,"Develop operating strategies, plans, or procedures.","Develop organizational policies, systems, or processes.",Developing Objectives and Strategies,Computer and Information Systems Managers,computer and information systems managers,11-3021.00,Computer and Information Systems Managers,11-3021,11-3021.00,Computer and Information Systems Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.306673511293635,False,0.4041834615384616,3.7,93.86,0.2651570080462251,0.9149980848904876,E1,E2,175140.0,138670.0,133490.0,166430.0,127220.0,218290.0,199420.0,171750.0,168500.0,195190.0,168470.0,173940.0,141640.0,162240.0,171730.0,142040.0,143780.0,164830.0,140360.0,127500.0,160260.0,171490.0,214960.0,163760.0,176380.0,124280.0,159460.0,132860.0,135780.0,165000.0,176540.0,203460.0,137730.0,214300.0,172860.0,149130.0,163640.0,137280.0,175270.0,163910.0,167270.0,160860.0,162240.0,158700.0,171530.0,163610.0,138460.0,201490.0,209370.0,139820.0,160140.0,120850.0,92560.0,99780.0,87900.0,670570.0,7670.0,970.0,14270.0,3420.0,94720.0,11510.0,10570.0,2140.0,5690.0,35040.0,18560.0,1200.0,1950.0,31680.0,8060.0,3920.0,4050.0,3130.0,2860.0,1450.0,14620.0,24910.0,16010.0,10970.0,1710.0,11130.0,1180.0,5070.0,3610.0,3810.0,34470.0,1500.0,48050.0,25650.0,850.0,19500.0,3790.0,7440.0,27060.0,1210.0,4930.0,380.0,12040.0,73060.0,8810.0,1100.0,17550.0,16960.0,1100.0,8880.0,330.0,90.0,1370.0,60.0
"Develop and interpret organizational goals, policies, and procedures.",develop and interpret organizational goals policies and procedures,Develop organizational goals or objectives.,Develop organizational or program goals or objectives.,Thinking Creatively,Computer and Information Research Scientists,computer and information research scientists,15-1111.00,Computer and Information Research Scientists,15-1221,15-1221.00,Computer and Information Research Scientists,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.306673511293635,False,0.6052165384615384,3.2,74.8,0.1917797923322683,0.5,E1,E2,140300.0,117870.0,140300.0,129760.0,140300.0,159100.0,133160.0,131650.0,140300.0,144190.0,119810.0,92250.0,134350.0,140300.0,136540.0,85460.0,140300.0,140300.0,140300.0,115210.0,140300.0,145310.0,170510.0,82590.0,135850.0,109050.0,127820.0,140300.0,140300.0,134310.0,136160.0,140840.0,165690.0,181990.0,128370.0,140300.0,135510.0,93100.0,206220.0,130300.0,121470.0,126980.0,140300.0,108830.0,121210.0,94700.0,140300.0,157390.0,202400.0,140300.0,140300.0,140300.0,140300.0,140300.0,140300.0,37200.0,570.0,77.0,360.0,310.0,8440.0,400.0,403.0,115.0,330.0,1070.0,810.0,70.0,70.0,630.0,720.0,371.0,342.0,475.0,140.0,152.0,2870.0,1760.0,530.0,30.0,300.0,230.0,122.0,243.0,80.0,90.0,1580.0,490.0,1950.0,600.0,102.0,280.0,590.0,730.0,330.0,500.0,430.0,109.0,779.0,1960.0,1250.0,72.0,3590.0,2050.0,167.0,699.0,67.0,16.0,223.0,8.0
Develop and maintain client relationships.,develop and maintain client relationships,Develop business relationships.,Develop professional relationships or networks.,Establishing and Maintaining Interpersonal Relationships,Financial Analysts,financial analysts,13-2051.00,Financial and Investment Analysts,13-2051,13-2051.00,Financial Analysts and Advisors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.983099999999999,False,0.4881380769230768,3.88,91.52777777777776,0.2234092830512254,0.4804406181981235,E0,E0,110326.8,86329.2,93467.6,98355.2,73310.0,119510.0,112404.0,111834.8,121372.8,102374.0,97303.2,100018.0,92154.4,88370.8,102802.4,90854.8,99291.2,84823.6,78009.6,66715.2,115724.0,109085.2,121107.2,99850.4,104253.6,88170.4,99564.0,100089.6,89979.2,92051.6,121936.0,119327.2,87437.6,132558.0,117808.0,76329.2,96552.4,82500.0,114864.8,94121.6,102588.4,96712.0,88651.2,91929.2,101547.2,84298.0,104933.136,116420.4,115498.8,82196.4,96740.0,151969.2,110326.8,61627.2,90965.136,206952.4,1730.4,117.2,3735.2,745.2,24767.2,4405.200000000001,1419.84,1702.4,1870.8,13432.4,5828.0,334.8,466.8,11368.0,1964.0,1235.6,975.6,1440.8000000000002,966.4,781.24,3035.6,7848.0,4150.0,4194.8,465.2,2682.8,237.2,779.92,1174.8,434.4,6417.6,540.0,31413.6,7764.799999999999,190.8,5782.0,915.6,1577.2,7621.2,1093.1999999999998,2019.2,461.2,2637.6,16319.2,2492.4,319.43999999999994,5917.2,4701.6,218.0,2923.6,179.6,88.0,851.6,41.04
"Develop and maintain computerized record management systems to store and process data, such as personnel activities and information, and to produce reports.",develop and maintain computerized record management systems to store and process data such as personnel activities and information and to produce reports,Develop computer or information systems.,Design computer or information systems or applications.,Thinking Creatively,Medical and Health Services Managers,medical and health services managers,11-9111.00,Medical and Health Services Managers,11-9111,11-9111.00,Medical and Health Services Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0226142528590069,4.644695983171391,False,1.6159923076923075,4.31,92.86,0.9048029972747056,0.7,E2,E2,123860.0,97790.0,132240.0,128850.0,94340.0,141480.0,134910.0,130790.0,134820.0,155140.0,120360.0,131910.0,147630.0,117770.0,117850.0,104140.0,101940.0,111030.0,103450.0,104550.0,120320.0,131810.0,134360.0,107570.0,122700.0,98160.0,104370.0,105840.0,107700.0,119990.0,130410.0,145650.0,124300.0,164120.0,114410.0,105170.0,106140.0,101270.0,141690.0,103670.0,119260.0,105620.0,122050.0,107120.0,114150.0,114980.0,128690.0,129270.0,145290.0,112010.0,128320.0,108030.0,100420.0,82580.0,96950.0,597080.0,10360.0,1640.0,11840.0,6440.0,75090.0,8400.0,8020.0,1560.0,2010.0,42700.0,11130.0,2650.0,3920.0,22460.0,12340.0,6200.0,5120.0,8600.0,7470.0,2450.0,17030.0,17600.0,16060.0,11350.0,4280.0,10800.0,1870.0,3770.0,5360.0,2460.0,16900.0,3150.0,33200.0,14820.0,1220.0,24390.0,6030.0,5550.0,30480.0,3370.0,9350.0,1140.0,14160.0,58420.0,4860.0,860.0,10210.0,7490.0,2080.0,7230.0,1180.0,140.0,1180.0,80.0
"Develop and maintain computerized record management systems to store and process data, such as personnel activities and information, and to produce reports.",develop and maintain computerized record management systems to store and process data such as personnel activities and information and to produce reports,Maintain operational records.,Maintain operational records.,Documenting/Recording Information,Medical and Health Services Managers,medical and health services managers,11-9111.00,Medical and Health Services Managers,11-9111,11-9111.00,Medical and Health Services Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0226142528590069,4.644695983171391,False,1.6159923076923075,4.31,92.86,0.9048029972747056,0.7,E2,E2,123860.0,97790.0,132240.0,128850.0,94340.0,141480.0,134910.0,130790.0,134820.0,155140.0,120360.0,131910.0,147630.0,117770.0,117850.0,104140.0,101940.0,111030.0,103450.0,104550.0,120320.0,131810.0,134360.0,107570.0,122700.0,98160.0,104370.0,105840.0,107700.0,119990.0,130410.0,145650.0,124300.0,164120.0,114410.0,105170.0,106140.0,101270.0,141690.0,103670.0,119260.0,105620.0,122050.0,107120.0,114150.0,114980.0,128690.0,129270.0,145290.0,112010.0,128320.0,108030.0,100420.0,82580.0,96950.0,597080.0,10360.0,1640.0,11840.0,6440.0,75090.0,8400.0,8020.0,1560.0,2010.0,42700.0,11130.0,2650.0,3920.0,22460.0,12340.0,6200.0,5120.0,8600.0,7470.0,2450.0,17030.0,17600.0,16060.0,11350.0,4280.0,10800.0,1870.0,3770.0,5360.0,2460.0,16900.0,3150.0,33200.0,14820.0,1220.0,24390.0,6030.0,5550.0,30480.0,3370.0,9350.0,1140.0,14160.0,58420.0,4860.0,860.0,10210.0,7490.0,2080.0,7230.0,1180.0,140.0,1180.0,80.0
"Develop and maintain design level documentation, including mechanics, guidelines, and mission outlines.",develop and maintain design level documentation including mechanics guidelines and mission outlines,Design video game features or details.,Design computer or information systems or applications.,Thinking Creatively,Video Game Designers,video game designers,15-1199.11,Video Game Designers,15-1255,15-1255.01,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.514196221077094,False,1.3630769230769233,4.35,100.0,0.8177040816326533,0.7999999999999999,E2,E1,104000.0,51860.0,71300.0,98070.0,104000.0,136110.0,95880.0,94660.0,93880.0,107650.0,77730.0,103810.0,104000.0,64250.0,85710.0,63430.0,69060.0,70620.0,77000.0,68790.0,104000.0,96760.0,113540.0,81010.0,82650.0,48550.0,70970.0,77030.0,65520.0,80120.0,111150.0,95310.0,53300.0,120990.0,97990.0,64260.0,83360.0,76440.0,102220.0,104160.0,105990.0,80930.0,104000.0,63510.0,102650.0,99990.0,104000.0,77140.0,130480.0,71880.0,95340.0,67020.0,31200.0,48700.0,104000.0,56665.0,130.0,30.0,810.0,472.0,27090.0,3250.0,1060.0,130.0,480.0,4620.0,2800.0,50.0,340.0,2050.0,1160.0,670.0,200.0,590.0,170.0,380.0,1310.0,2740.0,1750.0,1520.0,230.0,1210.0,100.0,720.0,1180.0,430.0,2170.0,200.0,16560.0,3400.0,40.0,2520.0,340.0,1230.0,2820.0,240.0,800.0,166.0,3610.0,5910.0,1060.0,110.0,1990.0,11580.0,200.0,880.0,110.0,30.0,230.0,12.0
"Develop and maintain design level documentation, including mechanics, guidelines, and mission outlines.",develop and maintain design level documentation including mechanics guidelines and mission outlines,Document design or development procedures.,"Document technical designs, procedures, or activities.",Documenting/Recording Information,Video Game Designers,video game designers,15-1199.11,Video Game Designers,15-1255,15-1255.01,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.514196221077094,False,1.3630769230769233,4.35,100.0,0.8177040816326533,0.7999999999999999,E2,E1,104000.0,51860.0,71300.0,98070.0,104000.0,136110.0,95880.0,94660.0,93880.0,107650.0,77730.0,103810.0,104000.0,64250.0,85710.0,63430.0,69060.0,70620.0,77000.0,68790.0,104000.0,96760.0,113540.0,81010.0,82650.0,48550.0,70970.0,77030.0,65520.0,80120.0,111150.0,95310.0,53300.0,120990.0,97990.0,64260.0,83360.0,76440.0,102220.0,104160.0,105990.0,80930.0,104000.0,63510.0,102650.0,99990.0,104000.0,77140.0,130480.0,71880.0,95340.0,67020.0,31200.0,48700.0,104000.0,56665.0,130.0,30.0,810.0,472.0,27090.0,3250.0,1060.0,130.0,480.0,4620.0,2800.0,50.0,340.0,2050.0,1160.0,670.0,200.0,590.0,170.0,380.0,1310.0,2740.0,1750.0,1520.0,230.0,1210.0,100.0,720.0,1180.0,430.0,2170.0,200.0,16560.0,3400.0,40.0,2520.0,340.0,1230.0,2820.0,240.0,800.0,166.0,3610.0,5910.0,1060.0,110.0,1990.0,11580.0,200.0,880.0,110.0,30.0,230.0,12.0
Develop and maintain log of surveillance observations.,develop and maintain log of surveillance observations,Compile operational data.,"Compile records, documentation, or other data.",Processing Information,Gaming Surveillance Officers and Gaming Investigators,gaming surveillance officers and gaming investigators,33-9031.00,Gambling Surveillance Officers and Gambling Investigators,33-9031,33-9031.00,Security Guards and Gambling Surveillance Officers,Other Protective Service Workers,Protective Service Occupations,2026-05-31,0.0113071264295034,4.984363822176801,False,6.840610769230769,4.71,99.21,1.1854469689453322,0.2,E2,E1,43370.0,36970.0,43370.0,50010.0,43370.0,44740.0,44340.0,56300.0,38910.0,43370.0,39060.0,43370.0,43370.0,38850.0,42760.0,46910.0,35750.0,36830.0,36330.0,33910.0,43370.0,47950.0,61770.0,46620.0,44080.0,35360.0,38860.0,43370.0,43370.0,46570.0,43370.0,48620.0,36930.0,49110.0,43370.0,46740.0,45880.0,36000.0,50120.0,38930.0,43370.0,43370.0,33820.0,43370.0,43370.0,43370.0,43370.0,41980.0,45740.0,35150.0,42150.0,43370.0,43370.0,22950.0,43370.0,9520.0,70.0,20.0,380.0,79.0,990.0,100.0,180.0,50.0,43.0,230.0,297.0,38.0,50.0,330.0,380.0,230.0,110.0,90.0,240.0,39.0,120.0,80.0,330.0,210.0,240.0,230.0,31.0,62.0,820.0,42.0,270.0,110.0,170.0,301.0,120.0,190.0,1310.0,70.0,570.0,30.0,140.0,80.0,199.0,856.0,106.0,18.0,250.0,470.0,70.0,260.0,17.0,4.0,250.0,2.0
Develop and maintain log of surveillance observations.,develop and maintain log of surveillance observations,Compile data or documentation.,"Compile records, documentation, or other data.",Processing Information,Gaming Surveillance Officers and Gaming Investigators,gaming surveillance officers and gaming investigators,33-9031.00,Gambling Surveillance Officers and Gambling Investigators,33-9031,33-9031.00,Security Guards and Gambling Surveillance Officers,Other Protective Service Workers,Protective Service Occupations,2026-05-31,0.0113071264295034,4.984363822176801,False,6.840610769230769,4.71,99.21,1.1854469689453322,0.2,E2,E1,43370.0,36970.0,43370.0,50010.0,43370.0,44740.0,44340.0,56300.0,38910.0,43370.0,39060.0,43370.0,43370.0,38850.0,42760.0,46910.0,35750.0,36830.0,36330.0,33910.0,43370.0,47950.0,61770.0,46620.0,44080.0,35360.0,38860.0,43370.0,43370.0,46570.0,43370.0,48620.0,36930.0,49110.0,43370.0,46740.0,45880.0,36000.0,50120.0,38930.0,43370.0,43370.0,33820.0,43370.0,43370.0,43370.0,43370.0,41980.0,45740.0,35150.0,42150.0,43370.0,43370.0,22950.0,43370.0,9520.0,70.0,20.0,380.0,79.0,990.0,100.0,180.0,50.0,43.0,230.0,297.0,38.0,50.0,330.0,380.0,230.0,110.0,90.0,240.0,39.0,120.0,80.0,330.0,210.0,240.0,230.0,31.0,62.0,820.0,42.0,270.0,110.0,170.0,301.0,120.0,190.0,1310.0,70.0,570.0,30.0,140.0,80.0,199.0,856.0,106.0,18.0,250.0,470.0,70.0,260.0,17.0,4.0,250.0,2.0
Develop and maintain log of surveillance observations.,develop and maintain log of surveillance observations,Record operational or environmental data.,Maintain operational records.,Documenting/Recording Information,Gaming Surveillance Officers and Gaming Investigators,gaming surveillance officers and gaming investigators,33-9031.00,Gambling Surveillance Officers and Gambling Investigators,33-9031,33-9031.00,Security Guards and Gambling Surveillance Officers,Other Protective Service Workers,Protective Service Occupations,2026-05-31,0.0113071264295034,4.984363822176801,False,6.840610769230769,4.71,99.21,1.1854469689453322,0.2,E2,E1,43370.0,36970.0,43370.0,50010.0,43370.0,44740.0,44340.0,56300.0,38910.0,43370.0,39060.0,43370.0,43370.0,38850.0,42760.0,46910.0,35750.0,36830.0,36330.0,33910.0,43370.0,47950.0,61770.0,46620.0,44080.0,35360.0,38860.0,43370.0,43370.0,46570.0,43370.0,48620.0,36930.0,49110.0,43370.0,46740.0,45880.0,36000.0,50120.0,38930.0,43370.0,43370.0,33820.0,43370.0,43370.0,43370.0,43370.0,41980.0,45740.0,35150.0,42150.0,43370.0,43370.0,22950.0,43370.0,9520.0,70.0,20.0,380.0,79.0,990.0,100.0,180.0,50.0,43.0,230.0,297.0,38.0,50.0,330.0,380.0,230.0,110.0,90.0,240.0,39.0,120.0,80.0,330.0,210.0,240.0,230.0,31.0,62.0,820.0,42.0,270.0,110.0,170.0,301.0,120.0,190.0,1310.0,70.0,570.0,30.0,140.0,80.0,199.0,856.0,106.0,18.0,250.0,470.0,70.0,260.0,17.0,4.0,250.0,2.0
"Develop and maintain the company's corporate image and identity, which includes the use of logos and signage.",develop and maintain the companys corporate image and identity which includes the use of logos and signage,Develop promotional materials.,Develop marketing or promotional materials.,Thinking Creatively,Public Relations and Fundraising Managers,public relations and fundraising managers,11-2031.00,Public Relations Managers,11-2032,11-2032.00,Public Relations and Fundraising Managers,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",Management Occupations,2026-05-31,0.0030529241359659,4.7167,False,0.3292978333333333,3.446190476190476,73.70838095238095,0.2637362010166231,0.602654685393891,E1,E2,142145.55555555556,94985.55555555556,116957.77777777778,114860.0,96823.33333333331,160844.44444444444,155567.77777777778,147172.22222222222,148285.55555555556,185182.22222222225,120814.44444444444,129733.33333333331,102543.33333333331,95900.0,126278.88888888888,114500.0,115834.44444444444,127860.0,115086.66666666669,100551.11111111112,155724.44444444444,145240.0,167295.55555555556,116891.11111111112,136346.66666666666,93928.88888888888,113912.22222222222,109357.90123456792,102837.77777777778,112416.66666666669,138086.66666666666,167317.77777777778,112242.22222222222,178353.33333333334,130855.55555555556,115807.77777777778,114847.77777777778,101823.33333333331,125118.88888888888,116545.55555555556,156055.55555555556,104546.66666666669,142145.55555555556,123027.77777777778,119970.0,124341.11111111112,139262.0987654321,169093.33333333334,154455.55555555556,80606.66666666667,116004.44444444444,142145.55555555556,142145.55555555556,87813.45679012345,142145.55555555556,66841.11111111111,466.6666666666666,320.0,1027.7777777777778,297.77777777777777,8517.777777777777,1087.6666666666667,892.2222222222222,158.88888888888889,5941.111111111111,2618.8888888888887,1348.888888888889,356.6666666666667,300.22222222222223,2790.0,564.4444444444445,572.2222222222222,268.8888888888889,443.3333333333333,260.0,262.0,1370.0,2190.0,1533.3333333333333,1107.7777777777776,147.77777777777777,869.7777777777778,177.77777777777777,345.55555555555554,383.33333333333337,316.66666666666663,2048.888888888889,210.0,6903.333333333333,1403.3333333333333,107.7777777777778,1451.111111111111,430.0,1354.4444444444443,2152.222222222222,212.2222222222222,554.4444444444445,195.0,611.1111111111111,6938.888888888889,480.0,257.77777777777777,2225.555555555556,1485.5555555555557,76.66666666666667,874.4444444444445,120.0,28.0,260.22222222222223,14.0
Develop and manage work breakdown structure (WBS) of information technology projects.,develop and manage work breakdown structure wbs of information technology projects,Develop detailed project plans.,Plan work activities.,"Organizing, Planning, and Prioritizing Work",Information Technology Project Managers,information technology project managers,15-1199.09,Information Technology Project Managers,15-1299,15-1299.09,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.784188034188035,False,0.8417538461538461,3.9,100.0,0.6829338255396397,1.0,E2,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,45756.0,1658.0,448.0,5510.0,706.0,50541.0,7441.0,1955.0,860.0,10846.0,13709.999999999998,13009.0,1312.0,656.0,7037.0,2106.0,2428.0,845.0,1850.0,3166.0,900.0,12019.0,3891.0,4692.0,2636.0,914.0,14340.000000000002,341.0,1438.0,1646.0,612.0,7573.0,1040.0,11460.0,9515.0,460.0,6150.0,2094.0,1545.0,14580.0,523.0,2711.0,240.0,6892.0,35956.0,4212.0,832.0,10720.0,9055.0,2131.0,2951.0,107.0,177.0,555.0,25.0
Develop and manage work breakdown structure (WBS) of information technology projects.,develop and manage work breakdown structure wbs of information technology projects,Manage information technology projects or system activities.,Direct scientific or technical activities.,"Guiding, Directing, and Motivating Subordinates",Information Technology Project Managers,information technology project managers,15-1199.09,Information Technology Project Managers,15-1299,15-1299.09,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.784188034188035,False,0.8417538461538461,3.9,100.0,0.6829338255396397,1.0,E2,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,45756.0,1658.0,448.0,5510.0,706.0,50541.0,7441.0,1955.0,860.0,10846.0,13709.999999999998,13009.0,1312.0,656.0,7037.0,2106.0,2428.0,845.0,1850.0,3166.0,900.0,12019.0,3891.0,4692.0,2636.0,914.0,14340.000000000002,341.0,1438.0,1646.0,612.0,7573.0,1040.0,11460.0,9515.0,460.0,6150.0,2094.0,1545.0,14580.0,523.0,2711.0,240.0,6892.0,35956.0,4212.0,832.0,10720.0,9055.0,2131.0,2951.0,107.0,177.0,555.0,25.0
"Develop and organize training manuals, multimedia visual aids, and other educational materials.",develop and organize training manuals multimedia visual aids and other educational materials,Prepare graphics or other visual representations of information.,Create visual designs or displays.,Thinking Creatively,Training and Development Managers,training and development managers,11-3131.00,Training and Development Managers,11-3131,11-3131.00,Training and Development Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0113071264295034,4.686668666866687,False,0.6708507692307693,4.08,96.43,2.1221740056914657,4.373671905376105,E2,E1,133000.0,128750.0,105430.0,125770.0,101830.0,156260.0,139980.0,145070.0,172340.0,141710.0,118290.0,132120.0,113400.0,128120.0,130610.0,105130.0,108330.0,130330.0,112750.0,107670.0,117170.0,121920.0,133000.0,118630.0,131680.0,88030.0,109250.0,98950.0,105710.0,99110.0,141360.0,160540.0,124290.0,171400.0,126200.0,114020.0,128440.0,104020.0,126570.0,122150.0,116590.0,119460.0,124150.0,121030.0,124280.0,122630.0,124990.0,137520.0,163360.0,133000.0,123640.0,133000.0,133000.0,94310.0,133000.0,48050.0,150.0,80.0,1190.0,210.0,6680.0,850.0,630.0,70.0,210.0,3550.0,1480.0,160.0,190.0,1830.0,690.0,290.0,230.0,460.0,330.0,130.0,1250.0,1117.0,900.0,760.0,200.0,400.0,70.0,440.0,620.0,260.0,1540.0,180.0,3500.0,2020.0,50.0,990.0,400.0,510.0,1480.0,100.0,610.0,50.0,840.0,6190.0,450.0,93.0,1050.0,720.0,120.0,600.0,86.0,20.0,130.0,10.0
"Develop and organize training manuals, multimedia visual aids, and other educational materials.",develop and organize training manuals multimedia visual aids and other educational materials,Develop training materials.,Prepare informational or instructional materials.,Documenting/Recording Information,Training and Development Managers,training and development managers,11-3131.00,Training and Development Managers,11-3131,11-3131.00,Training and Development Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0113071264295034,4.686668666866687,False,0.6708507692307693,4.08,96.43,2.1221740056914657,4.373671905376105,E2,E1,133000.0,128750.0,105430.0,125770.0,101830.0,156260.0,139980.0,145070.0,172340.0,141710.0,118290.0,132120.0,113400.0,128120.0,130610.0,105130.0,108330.0,130330.0,112750.0,107670.0,117170.0,121920.0,133000.0,118630.0,131680.0,88030.0,109250.0,98950.0,105710.0,99110.0,141360.0,160540.0,124290.0,171400.0,126200.0,114020.0,128440.0,104020.0,126570.0,122150.0,116590.0,119460.0,124150.0,121030.0,124280.0,122630.0,124990.0,137520.0,163360.0,133000.0,123640.0,133000.0,133000.0,94310.0,133000.0,48050.0,150.0,80.0,1190.0,210.0,6680.0,850.0,630.0,70.0,210.0,3550.0,1480.0,160.0,190.0,1830.0,690.0,290.0,230.0,460.0,330.0,130.0,1250.0,1117.0,900.0,760.0,200.0,400.0,70.0,440.0,620.0,260.0,1540.0,180.0,3500.0,2020.0,50.0,990.0,400.0,510.0,1480.0,100.0,610.0,50.0,840.0,6190.0,450.0,93.0,1050.0,720.0,120.0,600.0,86.0,20.0,130.0,10.0
"Develop and prescribe exercise programs, such as off-season conditioning regimens.",develop and prescribe exercise programs such as offseason conditioning regimens,Develop exercise or conditioning programs.,Develop patient or client care or treatment plans.,Thinking Creatively,Sports Medicine Physicians,sports medicine physicians,29-1069.11,Sports Medicine Physicians,29-1229,29-1229.06,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.788121187881212,False,0.5567711538461538,3.23,73.28,0.0850331575724017,0.3,E0,E2,265930.0,272610.0,355100.0,312490.0,136880.0,281590.0,298320.0,214990.0,297470.0,77430.0,262180.0,266880.0,339290.0,299340.0,132540.0,366190.0,295190.0,221540.0,327390.0,350920.0,419410.0,212080.0,236580.0,155480.0,367320.0,228130.0,227980.0,438850.0,290470.0,252120.0,361300.0,285010.0,327670.0,242500.0,260330.0,454550.0,297440.0,259220.0,347180.0,217310.0,228590.0,274480.0,265930.0,301290.0,269800.0,228060.0,343050.0,278530.0,307170.0,258020.0,391740.0,342800.0,265930.0,172230.0,265930.0,48944.0,2274.0,154.0,3884.0,2451.0,14584.0,1137.0,2685.0,783.0,1120.0,13361.0,4901.0,1045.0,971.0,11876.0,3862.0,823.0,2988.0,1908.0,2708.0,765.0,5907.0,4690.0,7512.0,3056.0,364.0,2279.0,331.0,668.0,1371.0,571.0,5558.0,1102.0,9483.0,8043.0,423.0,12087.0,1440.0,2359.0,13595.0,674.0,2576.0,114.0,3050.0,17548.0,2005.0,251.0,4844.0,3599.0,1131.0,3627.0,251.0,21.0,531.0,10.0
"Develop and prescribe exercise programs, such as off-season conditioning regimens.",develop and prescribe exercise programs such as offseason conditioning regimens,Prescribe treatments or therapies.,Prescribe medical treatments or devices.,Monitoring and Controlling Resources,Sports Medicine Physicians,sports medicine physicians,29-1069.11,Sports Medicine Physicians,29-1229,29-1229.06,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.788121187881212,False,0.5567711538461538,3.23,73.28,0.0850331575724017,0.3,E0,E2,265930.0,272610.0,355100.0,312490.0,136880.0,281590.0,298320.0,214990.0,297470.0,77430.0,262180.0,266880.0,339290.0,299340.0,132540.0,366190.0,295190.0,221540.0,327390.0,350920.0,419410.0,212080.0,236580.0,155480.0,367320.0,228130.0,227980.0,438850.0,290470.0,252120.0,361300.0,285010.0,327670.0,242500.0,260330.0,454550.0,297440.0,259220.0,347180.0,217310.0,228590.0,274480.0,265930.0,301290.0,269800.0,228060.0,343050.0,278530.0,307170.0,258020.0,391740.0,342800.0,265930.0,172230.0,265930.0,48944.0,2274.0,154.0,3884.0,2451.0,14584.0,1137.0,2685.0,783.0,1120.0,13361.0,4901.0,1045.0,971.0,11876.0,3862.0,823.0,2988.0,1908.0,2708.0,765.0,5907.0,4690.0,7512.0,3056.0,364.0,2279.0,331.0,668.0,1371.0,571.0,5558.0,1102.0,9483.0,8043.0,423.0,12087.0,1440.0,2359.0,13595.0,674.0,2576.0,114.0,3050.0,17548.0,2005.0,251.0,4844.0,3599.0,1131.0,3627.0,251.0,21.0,531.0,10.0
"Develop and test experimental designs, sampling techniques, and analytical methods.",develop and test experimental designs sampling techniques and analytical methods,Design research studies to obtain scientific information.,Develop research plans or methodologies.,Thinking Creatively,Statisticians,statisticians,15-2041.00,Statisticians,15-2041,15-2041.00,Statisticians,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.782585696148964,False,1.0912892307692308,4.38,100.0,0.7409048477319781,0.7999999999999999,E1,E1,105650.0,76400.0,105650.0,79640.0,105720.0,135960.0,109660.0,102860.0,109570.0,140670.0,108040.0,115150.0,76780.0,105650.0,119760.0,109300.0,80150.0,111780.0,112520.0,76400.0,85680.0,132620.0,96710.0,102710.0,105650.0,64670.0,66330.0,105650.0,83480.0,79750.0,96080.0,118280.0,84330.0,136020.0,115690.0,75890.0,98190.0,89540.0,93620.0,93830.0,102620.0,65450.0,105650.0,98230.0,102960.0,88610.0,82210.0,114920.0,105650.0,84660.0,107150.0,105650.0,105650.0,49730.0,105650.0,18186.0,251.0,100.0,551.0,714.0,3107.0,977.0,614.0,88.0,689.0,689.0,576.0,113.0,200.0,601.0,288.0,313.0,100.0,100.0,88.0,100.0,3420.0,3107.0,714.0,977.0,100.0,852.0,59.0,175.0,63.0,88.0,1103.0,288.0,1529.0,1503.0,50.0,727.0,63.0,752.0,2042.0,50.0,301.0,53.0,664.0,1742.0,376.0,35.0,902.0,3709.0,113.0,313.0,33.0,8.0,288.0,4.0
Develop application-specific software.,develop applicationspecific software,Design software applications.,Design computer or information systems or applications.,Thinking Creatively,Computer Systems Engineers/Architects,computer systems engineersarchitects,15-1199.02,Computer Systems Engineers/Architects,15-1299,15-1299.08,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0452285057180138,4.62232707559482,False,0.198231923076923,3.09,50.0,0.1507960974670176,1.2,E2,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,193835.0,7026.0,1897.0,5510.0,2992.0,214105.0,31521.0,8281.0,860.0,45947.0,13710.0,55109.0,5556.0,2778.0,29812.0,8922.0,10285.0,3580.0,1850.0,13410.0,900.0,50915.0,16482.0,19875.0,11166.0,3873.0,14340.0,1443.0,6091.0,6972.0,2591.0,32082.0,4408.0,11460.0,40310.0,1950.0,6150.0,8869.0,6545.0,14580.0,2217.0,11487.0,240.0,29197.0,152318.0,17844.0,3526.0,45412.0,38360.0,9029.0,12502.0,454.0,748.0,2351.0,107.0
"Develop calibration methodologies, test methodologies, or tools.",develop calibration methodologies test methodologies or tools,Devise research or testing protocols.,Develop research plans or methodologies.,Thinking Creatively,Automotive Engineers,automotive engineers,17-2141.02,Automotive Engineers,17-2141,17-2141.02,Mechanical Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.870251553111315,False,0.2194723076923077,3.71,80.95,0.082395273297491,0.5,E1,E1,104110.0,100230.0,124340.0,100270.0,80180.0,130900.0,124430.0,105090.0,125130.0,133300.0,99980.0,100620.0,98740.0,93190.0,102680.0,99590.0,97700.0,86260.0,101050.0,119540.0,102430.0,122870.0,119300.0,104890.0,99140.0,98000.0,99330.0,94190.0,88060.0,102680.0,103660.0,112300.0,157710.0,102440.0,100720.0,86330.0,99100.0,101850.0,103470.0,97920.0,116230.0,104580.0,88380.0,99550.0,112410.0,102500.0,107330.0,104180.0,110430.0,97390.0,95870.0,117750.0,61510.0,72240.0,104110.0,174140.0,2352.0,446.0,5926.0,1655.0,35824.0,8437.0,5398.0,716.0,510.0,12602.0,6207.0,622.0,1256.0,13834.0,10197.0,4072.0,5433.0,4893.0,2218.0,1044.0,7686.0,7680.0,40635.0,6911.0,1842.0,5715.0,587.0,1115.0,1655.0,3239.0,4905.0,3180.0,10080.0,11218.0,927.0,16885.0,2664.0,3426.0,15900.0,1831.0,6782.0,657.0,4611.0,25909.0,3954.0,622.0,8765.0,9669.0,892.0,8765.0,270.0,164.0,575.0,30.0
"Develop client relationships and communicate with clients to explain proposals, present research findings, establish specifications, or discuss project status.",develop client relationships and communicate with clients to explain proposals present research findings establish specifications or discuss project status,Communicate organizational information to customers or other stakeholders.,"Explain regulations, policies, or procedures.",Interpreting the Meaning of Information for Others,Natural Sciences Managers,natural sciences managers,11-9121.00,Natural Sciences Managers,11-9121,11-9121.00,Natural Sciences Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.57912687585266,False,0.5317176923076923,3.97,93.71,0.0412293780057888,0.1,E2,E2,167220.0,133470.0,130590.0,124920.0,119430.0,210230.0,152730.0,210670.0,167220.0,156730.0,112220.0,167220.0,107810.0,124800.0,159670.0,108250.0,109760.0,153820.0,126440.0,115950.0,141360.0,168620.0,267290.0,129070.0,136450.0,119430.0,129410.0,119430.0,120620.0,112260.0,134010.0,207030.0,167220.0,134680.0,173870.0,131370.0,137170.0,112260.0,143120.0,137900.0,130480.0,131140.0,128140.0,124530.0,129960.0,119430.0,131290.0,150570.0,182480.0,138010.0,128890.0,109300.0,167220.0,119430.0,167220.0,42404.0,289.0,554.0,702.0,265.0,11665.0,1280.0,929.0,343.0,1202.0,3410.0,1324.0,398.0,476.0,2193.0,1303.0,476.0,187.0,312.0,524.0,336.0,3761.0,8263.0,1732.0,1194.0,164.0,960.0,289.0,429.0,250.0,187.0,7834.0,312.0,4440.0,4689.0,109.0,1217.0,242.0,1326.0,6227.0,156.0,609.0,140.0,687.0,5829.0,471.0,226.0,1147.0,1943.0,125.0,835.0,117.0,18.0,70.0,9.0
"Develop client relationships and communicate with clients to explain proposals, present research findings, establish specifications, or discuss project status.",develop client relationships and communicate with clients to explain proposals present research findings establish specifications or discuss project status,Establish interpersonal business relationships to facilitate work activities.,Develop professional relationships or networks.,Establishing and Maintaining Interpersonal Relationships,Natural Sciences Managers,natural sciences managers,11-9121.00,Natural Sciences Managers,11-9121,11-9121.00,Natural Sciences Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.57912687585266,False,0.5317176923076923,3.97,93.71,0.0412293780057888,0.1,E2,E2,167220.0,133470.0,130590.0,124920.0,119430.0,210230.0,152730.0,210670.0,167220.0,156730.0,112220.0,167220.0,107810.0,124800.0,159670.0,108250.0,109760.0,153820.0,126440.0,115950.0,141360.0,168620.0,267290.0,129070.0,136450.0,119430.0,129410.0,119430.0,120620.0,112260.0,134010.0,207030.0,167220.0,134680.0,173870.0,131370.0,137170.0,112260.0,143120.0,137900.0,130480.0,131140.0,128140.0,124530.0,129960.0,119430.0,131290.0,150570.0,182480.0,138010.0,128890.0,109300.0,167220.0,119430.0,167220.0,42404.0,289.0,554.0,702.0,265.0,11665.0,1280.0,929.0,343.0,1202.0,3410.0,1324.0,398.0,476.0,2193.0,1303.0,476.0,187.0,312.0,524.0,336.0,3761.0,8263.0,1732.0,1194.0,164.0,960.0,289.0,429.0,250.0,187.0,7834.0,312.0,4440.0,4689.0,109.0,1217.0,242.0,1326.0,6227.0,156.0,609.0,140.0,687.0,5829.0,471.0,226.0,1147.0,1943.0,125.0,835.0,117.0,18.0,70.0,9.0
"Develop client treatment plans based on research, clinical experience, and client histories.",develop client treatment plans based on research clinical experience and client histories,Develop treatment plans for patients or clients.,Develop patient or client care or treatment plans.,Thinking Creatively,Substance Abuse and Behavioral Disorder Counselors,substance abuse and behavioral disorder counselors,21-1011.00,Substance Abuse and Behavioral Disorder Counselors,21-1011,21-1011.00,Counselors,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0030529241359659,4.656820950060901,False,1.6404184615384614,4.46,98.4,0.6998478048862183,0.5,E2,E2,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,172550.0,2330.0,359.0,3571.0,1437.0,20077.0,3168.0,1870.0,534.0,774.0,10946.0,5389.0,692.0,945.0,6722.0,3529.0,1719.0,1585.0,2205.0,2133.0,706.0,3046.0,4010.0,4854.0,3252.0,1282.0,3236.0,564.0,1129.0,1710.0,753.0,4724.0,960.0,10679.0,5447.0,473.0,6118.0,1882.0,2168.0,6685.0,553.0,2541.0,504.0,3614.0,15511.0,1913.0,335.0,4530.0,3914.0,773.0,3243.0,309.0,73.0,1035.0,35.0
"Develop communications materials, advertisements, presentations, or public relations initiatives to promote awareness of products and services.",develop communications materials advertisements presentations or public relations initiatives to promote awareness of products and services,Develop promotional materials.,Develop marketing or promotional materials.,Thinking Creatively,Advertising and Promotions Managers,advertising and promotions managers,11-2011.00,Advertising and Promotions Managers,11-2011,11-2011.00,Advertising and Promotions Managers,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",Management Occupations,2026-05-31,0.1130712642950345,4.752184831742842,False,0.7116878205128205,3.691904761904762,72.79380952380953,0.2333333333333333,0.8311506351471362,E2,E2,133660.0,64640.0,133660.0,133660.0,74880.0,167230.0,164990.0,129280.0,133660.0,143040.0,133660.0,133810.0,133660.0,80680.0,167330.0,113930.0,108890.0,148560.0,107030.0,78810.0,106280.0,107380.0,163090.0,101610.0,126920.0,66520.0,81520.0,131770.0,106380.0,133660.0,120530.0,165390.0,133660.0,173700.0,121730.0,133660.0,102110.0,133660.0,154490.0,122940.0,157890.0,156300.0,133660.0,98170.0,104170.0,133660.0,133660.0,148400.0,163380.0,133660.0,131530.0,133660.0,133660.0,68620.0,133660.0,21470.0,60.0,45.0,444.0,140.0,3080.0,180.0,240.0,66.0,80.0,1362.0,420.0,86.0,60.0,160.0,120.0,210.0,40.0,230.0,120.0,88.0,460.0,300.0,220.0,110.0,100.0,403.0,70.0,160.0,213.0,50.0,470.0,80.0,3550.0,678.0,59.0,240.0,90.0,430.0,1540.0,60.0,316.0,63.0,450.0,3670.0,240.0,42.0,180.0,530.0,96.0,110.0,39.0,9.0,180.0,4.0
Develop computational methods for solving problems that occur in areas of science and engineering or that come from applications in business or industry.,develop computational methods for solving problems that occur in areas of science and engineering or that come from applications in business or industry,Determine appropriate methods for data analysis.,Determine operational methods or procedures.,Making Decisions and Solving Problems,Mathematicians,mathematicians,15-2021.00,Mathematicians,15-2021,15-2021.00,Mathematicians,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.8497,False,0.6240765384615384,3.22,90.0,0.1305015795751026,0.3,E1,E1,126710.0,126710.0,126710.0,126710.0,126710.0,126710.0,86020.0,126710.0,126710.0,126710.0,126710.0,126710.0,126710.0,126710.0,130970.0,88050.0,126710.0,126710.0,126710.0,126710.0,126710.0,131810.0,104190.0,65510.0,126710.0,126710.0,126710.0,126710.0,126710.0,102890.0,126710.0,126710.0,126710.0,126950.0,126710.0,126710.0,126710.0,126710.0,126710.0,126710.0,109260.0,126710.0,126710.0,126710.0,126710.0,126710.0,126710.0,148030.0,162280.0,126710.0,126710.0,126710.0,126710.0,126710.0,126710.0,2030.0,27.0,4.0,42.0,17.0,250.0,60.0,22.0,6.0,9.0,129.0,63.0,8.0,11.0,60.0,40.0,20.0,19.0,26.0,25.0,8.0,160.0,40.0,90.0,38.0,15.0,38.0,7.0,13.0,70.0,9.0,70.0,11.0,150.0,64.0,6.0,72.0,22.0,26.0,79.0,100.0,30.0,6.0,43.0,182.0,23.0,4.0,400.0,100.0,9.0,38.0,4.0,1.0,12.0,0.0
"Develop computer information resources, providing for data security and control, strategic computing, and disaster recovery.",develop computer information resources providing for data security and control strategic computing and disaster recovery,Develop computer or information systems.,Design computer or information systems or applications.,Thinking Creatively,Computer and Information Systems Managers,computer and information systems managers,11-3021.00,Computer and Information Systems Managers,11-3021,11-3021.00,Computer and Information Systems Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0113071264295034,4.477887722132472,False,0.4195188461538461,3.94,81.61,1.9032216552471144,7.0,E2,E2,175140.0,138670.0,133490.0,166430.0,127220.0,218290.0,199420.0,171750.0,168500.0,195190.0,168470.0,173940.0,141640.0,162240.0,171730.0,142040.0,143780.0,164830.0,140360.0,127500.0,160260.0,171490.0,214960.0,163760.0,176380.0,124280.0,159460.0,132860.0,135780.0,165000.0,176540.0,203460.0,137730.0,214300.0,172860.0,149130.0,163640.0,137280.0,175270.0,163910.0,167270.0,160860.0,162240.0,158700.0,171530.0,163610.0,138460.0,201490.0,209370.0,139820.0,160140.0,120850.0,92560.0,99780.0,87900.0,670570.0,7670.0,970.0,14270.0,3420.0,94720.0,11510.0,10570.0,2140.0,5690.0,35040.0,18560.0,1200.0,1950.0,31680.0,8060.0,3920.0,4050.0,3130.0,2860.0,1450.0,14620.0,24910.0,16010.0,10970.0,1710.0,11130.0,1180.0,5070.0,3610.0,3810.0,34470.0,1500.0,48050.0,25650.0,850.0,19500.0,3790.0,7440.0,27060.0,1210.0,4930.0,380.0,12040.0,73060.0,8810.0,1100.0,17550.0,16960.0,1100.0,8880.0,330.0,90.0,1370.0,60.0
Develop computer programs to collect meteorological data or to present meteorological information.,develop computer programs to collect meteorological data or to present meteorological information,Test computer system operations to ensure proper functioning.,Test performance of computer or information systems.,"Inspecting Equipment, Structures, or Materials",Atmospheric and Space Scientists,atmospheric and space scientists,19-2021.00,Atmospheric and Space Scientists,19-2021,19-2021.00,Atmospheric and Space Scientists,Physical Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.7879000000000005,False,0.991346153846154,4.0,80.0,0.3365119215409913,0.5,E1,E1,99070.0,81080.0,94380.0,115020.0,71940.0,124920.0,104670.0,85110.0,99070.0,103860.0,115960.0,96820.0,121010.0,119430.0,112280.0,103680.0,76850.0,109300.0,103240.0,97470.0,103710.0,128800.0,108050.0,103210.0,106270.0,99070.0,114230.0,108890.0,60540.0,109300.0,42820.0,120180.0,110070.0,117540.0,91560.0,91560.0,78580.0,76480.0,112260.0,75890.0,99070.0,82240.0,78900.0,96190.0,84990.0,96520.0,99070.0,83880.0,94400.0,80690.0,85870.0,99940.0,99070.0,63910.0,99070.0,10000.0,340.0,21.0,80.0,83.0,510.0,1150.0,50.0,31.0,70.0,270.0,170.0,70.0,50.0,110.0,80.0,100.0,80.0,100.0,70.0,50.0,750.0,232.0,150.0,50.0,74.0,160.0,70.0,160.0,120.0,130.0,60.0,60.0,370.0,170.0,40.0,160.0,420.0,100.0,160.0,32.0,150.0,130.0,230.0,720.0,170.0,19.0,350.0,190.0,40.0,280.0,40.0,4.0,40.0,2.0
Develop computer programs to collect meteorological data or to present meteorological information.,develop computer programs to collect meteorological data or to present meteorological information,Analyze design requirements for computer or electronics systems.,"Evaluate designs, specifications, or other technical data.",Analyzing Data or Information,Atmospheric and Space Scientists,atmospheric and space scientists,19-2021.00,Atmospheric and Space Scientists,19-2021,19-2021.00,Atmospheric and Space Scientists,Physical Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.7879000000000005,False,0.991346153846154,4.0,80.0,0.3365119215409913,0.5,E1,E1,99070.0,81080.0,94380.0,115020.0,71940.0,124920.0,104670.0,85110.0,99070.0,103860.0,115960.0,96820.0,121010.0,119430.0,112280.0,103680.0,76850.0,109300.0,103240.0,97470.0,103710.0,128800.0,108050.0,103210.0,106270.0,99070.0,114230.0,108890.0,60540.0,109300.0,42820.0,120180.0,110070.0,117540.0,91560.0,91560.0,78580.0,76480.0,112260.0,75890.0,99070.0,82240.0,78900.0,96190.0,84990.0,96520.0,99070.0,83880.0,94400.0,80690.0,85870.0,99940.0,99070.0,63910.0,99070.0,10000.0,340.0,21.0,80.0,83.0,510.0,1150.0,50.0,31.0,70.0,270.0,170.0,70.0,50.0,110.0,80.0,100.0,80.0,100.0,70.0,50.0,750.0,232.0,150.0,50.0,74.0,160.0,70.0,160.0,120.0,130.0,60.0,60.0,370.0,170.0,40.0,160.0,420.0,100.0,160.0,32.0,150.0,130.0,230.0,720.0,170.0,19.0,350.0,190.0,40.0,280.0,40.0,4.0,40.0,2.0
Develop computer programs to collect meteorological data or to present meteorological information.,develop computer programs to collect meteorological data or to present meteorological information,Write computer programming code.,Program computer systems or production equipment.,Working with Computers,Atmospheric and Space Scientists,atmospheric and space scientists,19-2021.00,Atmospheric and Space Scientists,19-2021,19-2021.00,Atmospheric and Space Scientists,Physical Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.7879000000000005,False,0.991346153846154,4.0,80.0,0.3365119215409913,0.5,E1,E1,99070.0,81080.0,94380.0,115020.0,71940.0,124920.0,104670.0,85110.0,99070.0,103860.0,115960.0,96820.0,121010.0,119430.0,112280.0,103680.0,76850.0,109300.0,103240.0,97470.0,103710.0,128800.0,108050.0,103210.0,106270.0,99070.0,114230.0,108890.0,60540.0,109300.0,42820.0,120180.0,110070.0,117540.0,91560.0,91560.0,78580.0,76480.0,112260.0,75890.0,99070.0,82240.0,78900.0,96190.0,84990.0,96520.0,99070.0,83880.0,94400.0,80690.0,85870.0,99940.0,99070.0,63910.0,99070.0,10000.0,340.0,21.0,80.0,83.0,510.0,1150.0,50.0,31.0,70.0,270.0,170.0,70.0,50.0,110.0,80.0,100.0,80.0,100.0,70.0,50.0,750.0,232.0,150.0,50.0,74.0,160.0,70.0,160.0,120.0,130.0,60.0,60.0,370.0,170.0,40.0,160.0,420.0,100.0,160.0,32.0,150.0,130.0,230.0,720.0,170.0,19.0,350.0,190.0,40.0,280.0,40.0,4.0,40.0,2.0
Develop concepts or creative ideas for craft objects.,develop concepts or creative ideas for craft objects,"Develop artistic or design concepts for decoration, exhibition, or commercial purposes.",Create artistic designs or performances.,Thinking Creatively,Craft Artists,craft artists,27-1012.00,Craft Artists,27-1012,27-1012.00,Artists and Related Workers,Art and Design Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0113071264295034,4.603257465024012,False,0.5335338461538461,4.64,95.65,0.1721381134635141,0.5,E2,E2,46080.0,40800.0,41600.0,46300.0,46080.0,100540.0,43620.0,34010.0,46080.0,46080.0,48710.0,48880.0,46080.0,46080.0,43040.0,46080.0,46080.0,46080.0,46080.0,46080.0,53380.0,46080.0,47660.0,25960.0,27560.0,46080.0,61780.0,46080.0,46080.0,46080.0,46080.0,46080.0,46080.0,49020.0,46080.0,46080.0,38070.0,46080.0,51060.0,41600.0,46080.0,35050.0,46080.0,32830.0,54690.0,46080.0,46080.0,46080.0,44120.0,46080.0,58650.0,46080.0,46080.0,46080.0,46080.0,4580.0,70.0,10.0,95.0,38.0,170.0,84.0,70.0,14.0,21.0,270.0,143.0,18.0,25.0,178.0,94.0,46.0,42.0,59.0,50.0,50.0,81.0,50.0,290.0,140.0,34.0,140.0,15.0,30.0,45.0,20.0,125.0,25.0,50.0,145.0,13.0,180.0,50.0,170.0,230.0,15.0,70.0,13.0,96.0,870.0,51.0,9.0,120.0,80.0,21.0,190.0,8.0,2.0,27.0,1.0
"Develop, conduct, support, or assist in governmental reviews, internal corporate evaluations, or assessments of the overall effectiveness of facility and personnel security processes.",develop conduct support or assist in governmental reviews internal corporate evaluations or assessments of the overall effectiveness of facility and personnel security processes,Evaluate program effectiveness.,"Evaluate programs, practices, or processes.","Judging the Qualities of Objects, Services, or People",Security Managers,security managers,11-9199.07,Security Managers,11-3013,11-3013.01,Administrative Services and Facilities Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0226142528590069,4.8472309959991575,False,0.0453311538461538,3.55,100.0,0.1451423751299013,7.0,E2,E2,106660.0,121010.0,113510.0,99880.0,89810.0,118620.0,122510.0,110990.0,129260.0,115770.0,98780.0,114360.0,108750.0,99870.0,106980.0,104560.0,99010.0,117270.0,100720.0,97120.0,98310.0,97700.0,124100.0,98150.0,109720.0,93640.0,100380.0,96100.0,102150.0,101850.0,106690.0,124110.0,108110.0,131350.0,108130.0,92040.0,97740.0,90390.0,110710.0,95290.0,106510.0,103940.0,101280.0,106730.0,99430.0,99320.0,88710.0,116540.0,139990.0,95050.0,103620.0,106330.0,79560.0,72500.0,66420.0,78090.0,940.0,870.0,3430.0,880.0,20550.0,2150.0,2650.0,240.0,930.0,8620.0,2670.0,760.0,610.0,9180.0,4110.0,2340.0,1080.0,1070.0,1160.0,670.0,5210.0,6070.0,4920.0,3000.0,930.0,1920.0,340.0,1430.0,1250.0,550.0,5690.0,390.0,9580.0,4810.0,270.0,6030.0,1040.0,1830.0,6870.0,470.0,1750.0,370.0,2580.0,13140.0,1770.0,500.0,2950.0,2790.0,610.0,2010.0,190.0,60.0,710.0,93.0
"Develop, conduct, support, or assist in governmental reviews, internal corporate evaluations, or assessments of the overall effectiveness of facility and personnel security processes.",develop conduct support or assist in governmental reviews internal corporate evaluations or assessments of the overall effectiveness of facility and personnel security processes,Develop procedures to evaluate organizational activities.,Develop operational or technical procedures or standards.,Developing Objectives and Strategies,Security Managers,security managers,11-9199.07,Security Managers,11-3013,11-3013.01,Administrative Services and Facilities Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0226142528590069,4.8472309959991575,False,0.0453311538461538,3.55,100.0,0.1451423751299013,7.0,E2,E2,106660.0,121010.0,113510.0,99880.0,89810.0,118620.0,122510.0,110990.0,129260.0,115770.0,98780.0,114360.0,108750.0,99870.0,106980.0,104560.0,99010.0,117270.0,100720.0,97120.0,98310.0,97700.0,124100.0,98150.0,109720.0,93640.0,100380.0,96100.0,102150.0,101850.0,106690.0,124110.0,108110.0,131350.0,108130.0,92040.0,97740.0,90390.0,110710.0,95290.0,106510.0,103940.0,101280.0,106730.0,99430.0,99320.0,88710.0,116540.0,139990.0,95050.0,103620.0,106330.0,79560.0,72500.0,66420.0,78090.0,940.0,870.0,3430.0,880.0,20550.0,2150.0,2650.0,240.0,930.0,8620.0,2670.0,760.0,610.0,9180.0,4110.0,2340.0,1080.0,1070.0,1160.0,670.0,5210.0,6070.0,4920.0,3000.0,930.0,1920.0,340.0,1430.0,1250.0,550.0,5690.0,390.0,9580.0,4810.0,270.0,6030.0,1040.0,1830.0,6870.0,470.0,1750.0,370.0,2580.0,13140.0,1770.0,500.0,2950.0,2790.0,610.0,2010.0,190.0,60.0,710.0,93.0
Develop cost reduction strategies and savings plans.,develop cost reduction strategies and savings plans,Analyze data to assess operational or project effectiveness.,Analyze data to improve operations.,Analyzing Data or Information,Purchasing Managers,purchasing managers,11-3061.00,Purchasing Managers,11-3061,11-3061.00,Purchasing Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.799855342012813,False,1.0029584615384617,4.11,100.0,0.9918723753982162,1.3,E2,E2,148080.0,130710.0,114650.0,138940.0,156450.0,159830.0,171250.0,138680.0,148080.0,175720.0,133410.0,155360.0,113490.0,136970.0,153370.0,126880.0,121580.0,159850.0,124350.0,109630.0,135970.0,161470.0,170750.0,142120.0,144810.0,122940.0,132100.0,123480.0,124010.0,120270.0,162900.0,174520.0,134790.0,166300.0,138710.0,130110.0,134580.0,119310.0,137190.0,141790.0,134560.0,131720.0,128670.0,137060.0,134670.0,125940.0,135720.0,166230.0,162730.0,147220.0,124990.0,123380.0,80290.0,89600.0,148080.0,84320.0,1520.0,140.0,1630.0,930.0,7470.0,1320.0,1420.0,150.0,1110.0,3960.0,3430.0,220.0,270.0,4160.0,1190.0,610.0,920.0,920.0,470.0,170.0,2380.0,2160.0,2780.0,1340.0,320.0,960.0,160.0,440.0,450.0,540.0,3430.0,240.0,6930.0,2670.0,50.0,3490.0,480.0,980.0,2530.0,220.0,830.0,70.0,1460.0,9640.0,510.0,90.0,3540.0,1770.0,180.0,1610.0,40.0,40.0,280.0,17.0
Develop cost reduction strategies and savings plans.,develop cost reduction strategies and savings plans,"Prepare financial documents, reports, or budgets.","Prepare financial documents, reports, or budgets.",Documenting/Recording Information,Purchasing Managers,purchasing managers,11-3061.00,Purchasing Managers,11-3061,11-3061.00,Purchasing Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.799855342012813,False,1.0029584615384617,4.11,100.0,0.9918723753982162,1.3,E2,E2,148080.0,130710.0,114650.0,138940.0,156450.0,159830.0,171250.0,138680.0,148080.0,175720.0,133410.0,155360.0,113490.0,136970.0,153370.0,126880.0,121580.0,159850.0,124350.0,109630.0,135970.0,161470.0,170750.0,142120.0,144810.0,122940.0,132100.0,123480.0,124010.0,120270.0,162900.0,174520.0,134790.0,166300.0,138710.0,130110.0,134580.0,119310.0,137190.0,141790.0,134560.0,131720.0,128670.0,137060.0,134670.0,125940.0,135720.0,166230.0,162730.0,147220.0,124990.0,123380.0,80290.0,89600.0,148080.0,84320.0,1520.0,140.0,1630.0,930.0,7470.0,1320.0,1420.0,150.0,1110.0,3960.0,3430.0,220.0,270.0,4160.0,1190.0,610.0,920.0,920.0,470.0,170.0,2380.0,2160.0,2780.0,1340.0,320.0,960.0,160.0,440.0,450.0,540.0,3430.0,240.0,6930.0,2670.0,50.0,3490.0,480.0,980.0,2530.0,220.0,830.0,70.0,1460.0,9640.0,510.0,90.0,3540.0,1770.0,180.0,1610.0,40.0,40.0,280.0,17.0
Develop criteria for survey methods and procedures.,develop criteria for survey methods and procedures,Determine operational criteria or specifications.,Develop technical specifications for products or operations.,Thinking Creatively,Surveyors,surveyors,17-1022.00,Surveyors,17-1022,17-1022.00,"Surveyors, Cartographers, and Photogrammetrists","Architects, Surveyors, and Cartographers",Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.7776000000000005,False,0.1786538461538461,3.75,100.0,0.0275112755461592,0.2,E1,E2,75440.0,66840.0,99550.0,77490.0,51800.0,105330.0,79310.0,76730.0,82890.0,75440.0,65480.0,58100.0,82200.0,73940.0,75980.0,80510.0,77090.0,75860.0,71840.0,63140.0,83200.0,64910.0,94590.0,72080.0,83620.0,58720.0,62110.0,84610.0,68050.0,82460.0,65130.0,77160.0,74230.0,78870.0,76210.0,79360.0,70620.0,61300.0,97070.0,75950.0,62670.0,63300.0,77190.0,76340.0,61150.0,73230.0,76450.0,71070.0,85610.0,61520.0,79650.0,81250.0,61490.0,44870.0,75440.0,37025.0,1326.0,364.0,1981.0,801.0,6585.0,2360.0,626.0,175.0,166.0,5827.0,2579.0,204.0,364.0,2491.0,1267.0,656.0,510.0,976.0,2127.0,393.0,1384.0,1879.0,1530.0,1428.0,830.0,1209.0,510.0,626.0,714.0,408.0,1311.0,422.0,2141.0,2229.0,364.0,1894.0,1399.0,772.0,2345.0,219.0,1457.0,262.0,1340.0,9338.0,947.0,71.0,1981.0,1136.0,918.0,889.0,350.0,87.0,204.0,7.0
Develop curricula and plan course content and methods of instruction.,develop curricula and plan course content and methods of instruction,Plan educational activities.,"Develop educational programs, plans, or procedures.",Thinking Creatively,"Vocational Education Teachers, Postsecondary",vocational education teachers postsecondary,25-1194.00,"Career/Technical Education Teachers, Postsecondary",25-1194,25-1194.00,Miscellaneous Postsecondary Teachers,Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0030529241359659,4.532505175983436,False,0.4214211538461538,4.26,97.8,0.5457544976256123,1.596205481363559,E2,E2,63820.0,62580.0,77310.0,64930.0,50120.0,76630.0,70130.0,59420.0,62400.0,59220.0,59990.0,60320.0,51990.0,59730.0,62480.0,57820.0,62270.0,48790.0,61080.0,56480.0,61740.0,62060.0,78780.0,63440.0,76920.0,50670.0,59640.0,57270.0,60490.0,61740.0,65040.0,72440.0,60490.0,75170.0,62390.0,73570.0,60600.0,67060.0,65430.0,63160.0,65210.0,79610.0,72940.0,62310.0,65180.0,50740.0,62450.0,57820.0,77530.0,65200.0,82620.0,74210.0,63820.0,42470.0,63820.0,114110.0,2350.0,1120.0,2190.0,1550.0,11040.0,2060.0,1130.0,190.0,512.0,7600.0,3920.0,70.0,570.0,4420.0,2250.0,1170.0,1160.0,1560.0,780.0,510.0,780.0,1660.0,3480.0,1510.0,1030.0,1630.0,430.0,470.0,950.0,220.0,2590.0,1070.0,5250.0,6510.0,430.0,3440.0,3040.0,1140.0,4780.0,310.0,1980.0,350.0,2140.0,12620.0,2280.0,210.0,1860.0,3610.0,300.0,2000.0,360.0,49.0,1530.0,23.0
"Develop customer documentation, such as performance specifications, training manuals, or operating instructions.",develop customer documentation such as performance specifications training manuals or operating instructions,Prepare procedural documents.,"Document technical designs, procedures, or activities.",Documenting/Recording Information,Microsystems Engineers,microsystems engineers,17-2199.06,Microsystems Engineers,17-2199,17-2199.06,Miscellaneous Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.74658020062823,False,0.1550188461538461,3.18,64.56,0.0224840186826394,0.3,E1,E1,122930.0,152550.0,142390.0,102280.0,76940.0,130850.0,132590.0,124110.0,103580.0,151920.0,105410.0,112260.0,122800.0,130970.0,111930.0,120880.0,103090.0,76100.0,99830.0,99070.0,120430.0,129770.0,131260.0,121000.0,108850.0,111030.0,102980.0,97470.0,88490.0,103780.0,128130.0,132450.0,162070.0,117600.0,112450.0,100250.0,120470.0,119810.0,123220.0,108950.0,117080.0,110490.0,112260.0,96640.0,115810.0,110320.0,126550.0,148160.0,134570.0,118800.0,110360.0,113050.0,100010.0,81370.0,122930.0,24149.0,3796.0,219.0,1887.0,900.0,31391.0,2787.0,2666.0,75.0,3906.0,9436.0,4520.0,1207.0,614.0,2765.0,1690.0,1207.0,856.0,549.0,6923.0,647.0,8053.0,3127.0,8448.0,1415.0,527.0,2030.0,263.0,329.0,955.0,669.0,4981.0,2403.0,6320.0,4685.0,241.0,7680.0,944.0,2227.0,3566.0,417.0,1404.0,121.0,4828.0,11872.0,1920.0,428.0,5552.0,3928.0,724.0,757.0,121.0,88.0,976.0,5.0
"Develop data model describing data elements and their use, following procedures and using pen, template or computer software.",develop data model describing data elements and their use following procedures and using pen template or computer software,Develop models of information or communications systems.,"Develop models of systems, processes, or products.",Thinking Creatively,Database Administrators,database administrators,15-1141.00,Database Architects,15-1243,15-1243.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.8096000000000005,False,0.6869953846153846,3.95,100.0,0.3734229999999999,0.7,E2,E1,124813.68421052632,100586.84210526316,110946.31578947368,134281.05263157896,94979.47368421052,146117.8947368421,139309.47368421053,129222.1052631579,128056.84210526316,136759.47368421053,123920.0,125735.7894736842,113602.1052631579,106340.0,126563.15789473684,114834.2105263158,114427.36842105264,117434.2105263158,109395.7894736842,113637.39612188366,106753.68421052632,129302.1052631579,148028.94736842104,117875.7894736842,119428.94736842104,93944.2105263158,106233.15789473684,98676.31578947368,119877.8947368421,127345.26315789472,119830.0,122924.73684210528,109739.47368421052,126423.68421052632,125901.57894736844,96503.68421052632,117870.0,103882.63157894736,122254.2105263158,114412.13296398892,125877.8947368421,114690.52631578948,113803.15789473684,115308.94736842104,135803.68421052632,133428.42105263157,116146.8698060942,132132.63157894736,124288.42105263156,103203.71191135734,121898.42105263156,106988.97506925208,124813.68421052632,77203.15789473684,124813.68421052632,48904.73684210527,931.0526315789474,78.42105263157895,1166.3157894736842,385.2631578947368,6643.684210526316,1642.6315789473686,1001.0526315789472,369.5263157894737,693.1578947368421,2652.1052631578946,2535.263157894737,76.8421052631579,226.3157894736842,1905.7894736842104,681.0526315789473,290.5263157894737,393.6842105263158,476.3157894736842,472.3684210526316,219.4736842105263,1761.578947368421,2530.0,1288.9473684210527,1147.3684210526314,142.10526315789474,1296.3157894736842,218.94736842105263,547.0,403.1578947368421,174.73684210526315,2551.052631578947,309.4736842105263,3740.5263157894738,3164.736842105264,68.42105263157895,1836.842105263158,830.5263157894738,868.9473684210526,2675.789473684211,210.52631578947367,1088.421052631579,94.73684210526316,1226.842105263158,7495.263157894737,870.0,105.52631578947368,5546.315789473685,2459.4736842105262,170.5263157894737,814.7368421052632,134.73684210526315,21.000000000000004,106.3157894736842,10.0
"Develop data models describing data elements and how they are used, following procedures and using pen, template, or computer software.",develop data models describing data elements and how they are used following procedures and using pen template or computer software,Develop models of information or communications systems.,"Develop models of systems, processes, or products.",Thinking Creatively,Database Administrators,database administrators,15-1141.00,Database Administrators,15-1242,15-1242.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.9583,False,0.4092388461538461,3.14,91.17,0.5437391061850099,1.798324150441144,,,124813.68421052632,100586.84210526316,110946.31578947368,134281.05263157896,94979.47368421052,146117.8947368421,139309.47368421053,129222.1052631579,128056.84210526316,136759.47368421053,123920.0,125735.7894736842,113602.1052631579,106340.0,126563.15789473684,114834.2105263158,114427.36842105264,117434.2105263158,109395.7894736842,113637.39612188366,106753.68421052632,129302.1052631579,148028.94736842104,117875.7894736842,119428.94736842104,93944.2105263158,106233.15789473684,98676.31578947368,119877.8947368421,127345.26315789472,119830.0,122924.73684210528,109739.47368421052,126423.68421052632,125901.57894736844,96503.68421052632,117870.0,103882.63157894736,122254.2105263158,114412.13296398892,125877.8947368421,114690.52631578948,113803.15789473684,115308.94736842104,135803.68421052632,133428.42105263157,116146.8698060942,132132.63157894736,124288.42105263156,103203.71191135734,121898.42105263156,106988.97506925208,124813.68421052632,77203.15789473684,124813.68421052632,48904.73684210527,931.0526315789474,78.42105263157895,1166.3157894736842,385.2631578947368,6643.684210526316,1642.6315789473686,1001.0526315789472,369.5263157894737,693.1578947368421,2652.1052631578946,2535.263157894737,76.8421052631579,226.3157894736842,1905.7894736842104,681.0526315789473,290.5263157894737,393.6842105263158,476.3157894736842,472.3684210526316,219.4736842105263,1761.578947368421,2530.0,1288.9473684210527,1147.3684210526314,142.10526315789474,1296.3157894736842,218.94736842105263,610.0,403.1578947368421,174.73684210526315,2551.052631578947,309.4736842105263,3740.5263157894738,3164.736842105264,68.42105263157895,1836.842105263158,830.5263157894738,868.9473684210526,2675.789473684211,210.52631578947367,1088.421052631579,94.73684210526316,1226.842105263158,7495.263157894737,870.0,105.52631578947368,5546.315789473685,2459.4736842105262,170.5263157894737,814.7368421052632,134.73684210526315,21.000000000000004,106.3157894736842,10.0
"Develop defense plans or tactics, using intelligence and other information.",develop defense plans or tactics using intelligence and other information,Determine operational procedures.,Determine operational methods or procedures.,Making Decisions and Solving Problems,Intelligence Analysts,intelligence analysts,33-3021.06,Intelligence Analysts,33-3021,33-3021.06,Detectives and Criminal Investigators,Law Enforcement Workers,Protective Service Occupations,2026-05-31,0.0226142528590069,4.4071,False,1.1303065384615385,3.64,47.83,0.5217657815903084,0.8999999999999999,E1,E2,93790.0,66290.0,114940.0,102340.0,54500.0,124840.0,105480.0,95240.0,122050.0,160760.0,77060.0,65430.0,113940.0,72520.0,91190.0,70340.0,79560.0,75740.0,71670.0,60450.0,88310.0,126730.0,110150.0,90650.0,80000.0,58640.0,75650.0,92410.0,100530.0,94470.0,89290.0,116300.0,86840.0,101240.0,63280.0,82290.0,79300.0,80430.0,107450.0,97580.0,88450.0,62760.0,77730.0,77090.0,90510.0,78920.0,106330.0,112760.0,115790.0,92410.0,91040.0,81880.0,93790.0,70760.0,93790.0,76524.0,2688.0,281.0,10533.0,1123.0,25298.0,3872.0,1886.0,281.0,5979.0,12920.0,10172.0,883.0,1264.0,6560.0,2568.0,823.0,2127.0,1444.0,3491.0,1103.0,2026.0,2608.0,4454.0,3952.0,1625.0,3210.0,1003.0,582.0,1184.0,582.0,6179.0,4053.0,19260.0,6741.0,843.0,4293.0,2448.0,1043.0,6761.0,722.0,2949.0,502.0,3732.0,37857.0,1103.0,381.0,6380.0,3712.0,441.0,3290.0,341.0,32.0,1244.0,16.0
"Develop, document, and revise system design procedures, test procedures, and quality standards.",develop document and revise system design procedures test procedures and quality standards,Develop testing routines or procedures.,Develop operational or technical procedures or standards.,Developing Objectives and Strategies,Computer Systems Analysts,computer systems analysts,15-1121.00,Computer Systems Analysts,15-1211,15-1211.00,Computer and Information Analysts,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.538022242260294,False,0.1804884615384615,3.21,86.75,0.1093279268922861,1.0,E2,E1,105850.0,101770.0,88520.0,103530.0,81760.0,127720.0,127750.0,109600.0,110560.0,116820.0,101900.0,106240.0,88640.0,75310.0,101570.0,98810.0,95920.0,100770.0,95090.0,95660.0,95820.0,113610.0,128240.0,103410.0,106350.0,86280.0,92060.0,91310.0,91810.0,104060.0,107670.0,122890.0,98220.0,109610.0,106850.0,105470.0,102320.0,95930.0,121620.0,98550.0,134630.0,98280.0,99790.0,95630.0,107390.0,98770.0,99610.0,120840.0,129410.0,105850.0,100440.0,109780.0,59900.0,63730.0,59430.0,421026.0,10632.0,681.0,18364.0,6645.0,95724.0,10098.0,7780.0,3468.0,4020.0,57165.0,18866.0,2707.0,2674.0,33405.0,15657.0,7715.0,6062.0,9611.0,4830.0,4020.0,24863.0,35917.0,22805.0,18364.0,1990.0,12529.0,1378.0,3955.0,4117.0,3387.0,26776.0,3712.0,39061.0,33891.0,454.0,31103.0,3710.0,9141.0,31524.0,1850.0,7699.999999999999,1799.0,16565.0,77782.0,4781.0,956.0,37586.0,39094.0,1669.0,13517.0,502.0,59.99999999999999,2075.0,65.0
"Develop, document, and revise system design procedures, test procedures, and quality standards.",develop document and revise system design procedures test procedures and quality standards,Document design or development procedures.,"Document technical designs, procedures, or activities.",Documenting/Recording Information,Computer Systems Analysts,computer systems analysts,15-1121.00,Computer Systems Analysts,15-1211,15-1211.00,Computer and Information Analysts,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.538022242260294,False,0.1804884615384615,3.21,86.75,0.1093279268922861,1.0,E2,E1,105850.0,101770.0,88520.0,103530.0,81760.0,127720.0,127750.0,109600.0,110560.0,116820.0,101900.0,106240.0,88640.0,75310.0,101570.0,98810.0,95920.0,100770.0,95090.0,95660.0,95820.0,113610.0,128240.0,103410.0,106350.0,86280.0,92060.0,91310.0,91810.0,104060.0,107670.0,122890.0,98220.0,109610.0,106850.0,105470.0,102320.0,95930.0,121620.0,98550.0,134630.0,98280.0,99790.0,95630.0,107390.0,98770.0,99610.0,120840.0,129410.0,105850.0,100440.0,109780.0,59900.0,63730.0,59430.0,421026.0,10632.0,681.0,18364.0,6645.0,95724.0,10098.0,7780.0,3468.0,4020.0,57165.0,18866.0,2707.0,2674.0,33405.0,15657.0,7715.0,6062.0,9611.0,4830.0,4020.0,24863.0,35917.0,22805.0,18364.0,1990.0,12529.0,1378.0,3955.0,4117.0,3387.0,26776.0,3712.0,39061.0,33891.0,454.0,31103.0,3710.0,9141.0,31524.0,1850.0,7699.999999999999,1799.0,16565.0,77782.0,4781.0,956.0,37586.0,39094.0,1669.0,13517.0,502.0,59.99999999999999,2075.0,65.0
"Develop, document, or maintain standards, best practices, or system usage procedures.",develop document or maintain standards best practices or system usage procedures,Develop performance metrics or standards related to information technology.,Develop technical specifications for products or operations.,Thinking Creatively,Document Management Specialists,document management specialists,15-1199.12,Document Management Specialists,15-1299,15-1299.03,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.550303779219441,False,0.7932057692307692,4.17,90.0,0.6458501555682032,1.1,E1,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,123033.0,4459.0,1204.0,5510.0,1899.0,135900.0,20008.0,5256.0,860.0,29164.0,13710.0,34980.0,3527.0,1763.0,18923.0,5663.0,6528.0,2272.0,1850.0,8512.0,900.0,32318.0,10462.0,12615.0,7087.0,2459.0,14340.0,916.0,3866.0,4425.0,1645.0,20364.0,2798.0,11460.0,25586.0,1238.0,6150.0,5629.0,4154.0,14580.0,1407.0,7291.0,240.0,18533.0,96681.0,11326.0,2238.0,28825.0,24348.0,5731.0,7935.0,288.0,475.0,1492.0,68.0
"Develop, document, or maintain standards, best practices, or system usage procedures.",develop document or maintain standards best practices or system usage procedures,Document operational procedures.,Maintain operational records.,Documenting/Recording Information,Document Management Specialists,document management specialists,15-1199.12,Document Management Specialists,15-1299,15-1299.03,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.550303779219441,False,0.7932057692307692,4.17,90.0,0.6458501555682032,1.1,E1,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,123033.0,4459.0,1204.0,5510.0,1899.0,135900.0,20008.0,5256.0,860.0,29164.0,13710.0,34980.0,3527.0,1763.0,18923.0,5663.0,6528.0,2272.0,1850.0,8512.0,900.0,32318.0,10462.0,12615.0,7087.0,2459.0,14340.0,916.0,3866.0,4425.0,1645.0,20364.0,2798.0,11460.0,25586.0,1238.0,6150.0,5629.0,4154.0,14580.0,1407.0,7291.0,240.0,18533.0,96681.0,11326.0,2238.0,28825.0,24348.0,5731.0,7935.0,288.0,475.0,1492.0,68.0
"Develop exercise programs to improve participant strength, flexibility, endurance, or circulatory functioning, in accordance with exercise science standards, regulatory requirements, and credentialing requirements.",develop exercise programs to improve participant strength flexibility endurance or circulatory functioning in accordance with exercise science standards regulatory requirements and credentialing requirements,Develop exercise or conditioning programs.,Develop patient or client care or treatment plans.,Thinking Creatively,Exercise Physiologists,exercise physiologists,29-1128.00,Exercise Physiologists,29-1128,29-1128.00,Therapists,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.796932515337424,False,3.92434,4.86,100.0,1.356232376762324,0.4,E1,E2,59460.0,50820.0,59460.0,62350.0,48850.0,62440.0,63800.0,62510.0,57940.0,59460.0,60100.0,58170.0,59460.0,56750.0,60130.0,49740.0,56640.0,59090.0,51070.0,52450.0,59460.0,62220.0,65950.0,55080.0,67230.0,43060.0,52570.0,59460.0,59460.0,55240.0,63590.0,64680.0,59460.0,59940.0,52450.0,50430.0,51660.0,49190.0,71630.0,48040.0,59460.0,46550.0,51630.0,53570.0,56780.0,43850.0,59460.0,52400.0,81310.0,50270.0,63210.0,62070.0,59460.0,59460.0,59460.0,8560.0,70.0,18.0,220.0,40.0,640.0,370.0,100.0,90.0,38.0,330.0,210.0,34.0,40.0,300.0,310.0,50.0,60.0,60.0,40.0,35.0,90.0,180.0,570.0,250.0,30.0,160.0,28.0,56.0,85.0,50.0,130.0,48.0,360.0,370.0,50.0,340.0,80.0,80.0,640.0,27.0,230.0,30.0,140.0,520.0,220.0,17.0,240.0,160.0,60.0,340.0,15.0,4.0,51.0,2.0
"Develop factors such as themes, plots, characterizations, psychological analyses, historical environments, action, and dialogue to create material.",develop factors such as themes plots characterizations psychological analyses historical environments action and dialogue to create material,Write material for artistic or entertainment purposes.,Write material for artistic or commercial purposes.,Documenting/Recording Information,"Poets, Lyricists and Creative Writers",poets lyricists and creative writers,27-3043.05,"Poets, Lyricists and Creative Writers",27-3043,27-3043.05,Writers and Editors,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.5879705743341799,4.2629938674977375,False,1.2776861538461537,4.67,95.45,3.410810666133966,3.382615471077687,E1,E1,76910.0,66950.0,76910.0,55990.0,47970.0,86480.0,76830.0,98460.0,76910.0,129300.0,68080.0,74710.0,76910.0,56360.0,68220.0,75820.0,61010.0,65840.0,48780.0,89520.0,76910.0,104330.0,85260.0,76910.0,72810.0,54180.0,58140.0,76910.0,65470.0,63910.0,71830.0,81590.0,76910.0,76910.0,63660.0,50860.0,65930.0,58770.0,80540.0,77410.0,70190.0,51920.0,56700.0,58870.0,69990.0,64530.0,94430.0,85000.0,85700.0,64410.0,64370.0,49650.0,76910.0,43440.0,76910.0,45149.0,339.0,94.0,1130.0,509.0,15803.0,2449.0,480.0,139.0,1978.0,5669.0,1545.0,60.0,170.0,4973.0,848.0,546.0,240.0,659.0,480.0,377.0,1017.0,2543.0,1270.0,1356.0,245.0,1130.0,170.0,240.0,358.0,339.0,2223.0,170.0,14089.0,3409.0,151.0,1563.0,414.0,1789.0,2034.0,207.0,979.0,60.0,2373.0,4370.0,772.0,207.0,2882.0,1450.0,207.0,1337.0,81.0,19.0,170.0,9.0
Develop ideas for programs and features that a station could produce.,develop ideas for programs and features that a station could produce,Determine presentation subjects or content.,"Develop news, entertainment, or artistic content.",Thinking Creatively,Program Directors,program directors,27-2012.03,Media Programming Directors,27-2012,27-2012.03,"Actors, Producers, and Directors","Entertainers and Performers, Sports and Related Workers","Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.7334,False,0.7416261538461539,3.65,84.08,0.3828164150346533,0.7,E1,E1,90360.0,63340.0,54060.0,67320.0,38820.0,129790.0,78060.0,88260.0,72650.0,104270.0,79920.0,79950.0,66190.0,61150.0,81080.0,59870.0,58550.0,60600.0,54550.0,62920.0,71320.0,79350.0,80970.0,65720.0,76360.0,48100.0,66460.0,52580.0,52580.0,78480.0,61560.0,119840.0,90360.0,107550.0,63700.0,57870.0,69350.0,61600.0,87460.0,75460.0,84250.0,56030.0,60260.0,73020.0,71710.0,76350.0,55660.0,65900.0,81550.0,46660.0,66390.0,60420.0,90360.0,48820.0,90360.0,47706.66666666666,1001.0,154.0,1655.0,674.0,32824.0,1886.0,2117.0,144.0,2540.0,6890.0,4821.0,491.0,366.0,3050.0,1424.0,693.0,404.0,914.0,847.0,385.0,1549.0,3310.0,2223.0,1338.0,375.0,1569.0,375.0,452.0,1569.0,289.0,2858.0,500.0,26934.0,3368.0,164.0,1549.0,741.0,1578.0,4042.0,539.0,1145.0,164.0,2810.0,6361.0,1607.0,279.0,2714.0,2184.0,221.0,1540.0,125.0,19.0,250.0,10.0
"Develop ideas or material for columns or commentaries by analyzing and interpreting news, current issues, or personal experiences.",develop ideas or material for columns or commentaries by analyzing and interpreting news current issues or personal experiences,Monitor current trends.,"Monitor external affairs, trends, or events.","Monitoring Processes, Materials, or Surroundings",Broadcast News Analysts,broadcast news analysts,27-3021.00,"News Analysts, Reporters, and Journalists",27-3023,27-3023.00,"News Analysts, Reporters and Journalists",Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.875039846987567,False,0.7409615384615384,3.58,90.91,0.1430642922408378,0.3,E2,E1,62200.0,43440.0,43820.0,43100.0,37450.0,62200.0,60770.0,61620.0,55600.0,105390.0,58730.0,81910.0,56730.0,51190.0,60590.0,47610.0,43540.0,45870.0,47530.0,50750.0,50090.0,63680.0,62200.0,62760.0,46490.0,45240.0,46920.0,47960.0,40420.0,78550.0,48450.0,59830.0,54610.0,100770.0,58670.0,43420.0,47880.0,48210.0,49200.0,62200.0,74570.0,47940.0,43520.0,62390.0,48470.0,61880.0,46970.0,62140.0,54760.0,35280.0,57530.0,36040.0,62200.0,44870.0,62200.0,39250.0,530.0,90.0,450.0,260.0,4140.0,590.0,470.0,70.0,1720.0,2490.0,1520.0,120.0,220.0,1060.0,530.0,590.0,400.0,370.0,410.0,250.00000000000003,580.0,810.0,960.0,510.0,310.0,480.0,290.0,350.0,370.0,90.0,500.00000000000006,170.0,5750.0,930.0,160.0,1340.0,400.0,410.0,1160.0,150.0,480.0,190.0,600.0,2670.0,240.0,90.0,1110.0,880.0,190.0,740.0,80.0,17.0,220.0,8.0
"Develop instructional materials, such as lesson plans, handouts, or examinations.",develop instructional materials such as lesson plans handouts or examinations,Develop instructional materials.,Prepare informational or instructional materials.,Documenting/Recording Information,Instructional Coordinators,instructional coordinators,25-9031.00,Instructional Coordinators,25-9031,25-9031.00,Instructional Coordinators,Other Educational Instruction and Library Occupations,Educational Instruction and Library Occupations,2026-05-31,0.1356855171540415,4.824497991967871,False,0.4572324556213017,3.8461538461538463,80.13153846153847,0.2333333333333333,1.9903218272022067,E1,E1,77440.0,69000.0,72320.0,62620.0,67100.0,97010.0,82160.0,96170.0,79290.0,105990.0,60790.0,81060.0,96080.0,63030.0,76050.0,66300.0,74970.0,64750.0,63640.0,63120.0,76700.0,102220.0,95320.0,79290.0,80550.0,61830.0,72080.0,60920.0,79150.0,67410.0,81210.0,96090.0,80870.0,80560.0,63340.0,75340.0,77760.0,63980.0,84620.0,75580.0,63110.0,65460.0,57910.0,74390.0,78710.0,65780.0,78360.0,83230.0,97250.0,69600.0,83000.0,76140.0,61750.0,35250.0,75040.0,227760.0,2040.0,550.0,6560.0,1300.0,20950.0,3400.0,1780.0,980.0,1220.0,18030.0,7830.000000000001,1130.0,1490.0,10330.0,2640.0,2760.0,1950.0,3380.0,2140.0,480.0,4350.0,6170.0,5680.0,3130.0,1840.0,3110.0,740.0,1370.0,1130.0,510.0,3770.0,510.0,18730.0,8260.0,650.0,3510.0,2540.0,2940.0,7540.0,1240.0,4370.0,500.0,4120.0,31970.0,3680.0,730.0,5830.0,4720.0,730.0,2130.0,290.0,110.0,1010.0,40.0
"Develop job specifications, job descriptions, or work schedules.",develop job specifications job descriptions or work schedules,Develop program goals or plans.,Develop organizational or program goals or objectives.,Thinking Creatively,Dietetic Technicians,dietetic technicians,29-2051.00,Dietetic Technicians,29-2051,29-2051.00,Health Practitioner Support Technologists and Technicians,Health Technologists and Technicians,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.767451596023025,False,0.8490373076923077,4.37,77.4,0.1811402648121418,0.3,E2,E1,37640.0,37640.0,37640.0,45970.0,31900.0,46410.0,47810.0,42040.0,41280.0,40810.0,34740.0,34240.0,43580.0,32620.0,42550.0,31660.0,35220.0,35060.0,28970.0,28860.0,42320.0,33710.0,39760.0,36420.0,47610.0,28690.0,36100.0,40040.0,37760.0,37630.0,41830.0,40530.0,37580.0,50420.0,31010.0,35890.0,41380.0,38840.0,54670.0,34090.0,39400.0,36770.0,37640.0,37640.0,30280.0,40580.0,37640.0,38790.0,47000.0,35210.0,38750.0,37640.0,37640.0,24960.0,37640.0,31560.0,426.0,66.0,370.0,210.0,6310.0,230.0,330.0,150.0,190.0,2420.0,490.0,130.0,170.0,590.0,690.0,350.0,140.0,430.0,190.0,40.0,1670.0,910.0,3060.0,170.0,120.0,290.0,100.0,100.0,370.0,230.0,400.0,100.0,1580.0,1300.0,90.0,660.0,130.0,60.0,2300.0,50.0,450.0,92.0,230.0,1360.0,890.0,61.0,460.0,290.0,260.0,410.0,57.0,13.0,189.0,6.0
"Develop job specifications, job descriptions, or work schedules.",develop job specifications job descriptions or work schedules,Develop organizational goals or objectives.,Develop organizational or program goals or objectives.,Thinking Creatively,Dietetic Technicians,dietetic technicians,29-2051.00,Dietetic Technicians,29-2051,29-2051.00,Health Practitioner Support Technologists and Technicians,Health Technologists and Technicians,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.767451596023025,False,0.8490373076923077,4.37,77.4,0.1811402648121418,0.3,E2,E1,37640.0,37640.0,37640.0,45970.0,31900.0,46410.0,47810.0,42040.0,41280.0,40810.0,34740.0,34240.0,43580.0,32620.0,42550.0,31660.0,35220.0,35060.0,28970.0,28860.0,42320.0,33710.0,39760.0,36420.0,47610.0,28690.0,36100.0,40040.0,37760.0,37630.0,41830.0,40530.0,37580.0,50420.0,31010.0,35890.0,41380.0,38840.0,54670.0,34090.0,39400.0,36770.0,37640.0,37640.0,30280.0,40580.0,37640.0,38790.0,47000.0,35210.0,38750.0,37640.0,37640.0,24960.0,37640.0,31560.0,426.0,66.0,370.0,210.0,6310.0,230.0,330.0,150.0,190.0,2420.0,490.0,130.0,170.0,590.0,690.0,350.0,140.0,430.0,190.0,40.0,1670.0,910.0,3060.0,170.0,120.0,290.0,100.0,100.0,370.0,230.0,400.0,100.0,1580.0,1300.0,90.0,660.0,130.0,60.0,2300.0,50.0,450.0,92.0,230.0,1360.0,890.0,61.0,460.0,290.0,260.0,410.0,57.0,13.0,189.0,6.0
"Develop manuals, texts, workbooks, or related materials for use in conjunction with production materials or for training.",develop manuals texts workbooks or related materials for use in conjunction with production materials or for training,Write informational material.,Prepare informational or instructional materials.,Documenting/Recording Information,Audio and Video Equipment Technicians,audio and video equipment technicians,27-4011.00,Audio and Video Technicians,27-4011,27-4011.00,"Broadcast, Sound, and Lighting Technicians",Media and Communication Equipment Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0452285057180138,4.836580956207312,False,0.1608742307692307,2.93,56.48,0.4732153875974325,7.0,E1,E1,58100.0,50160.0,62060.0,47140.0,43910.0,64620.0,56790.0,62120.0,59700.0,78770.0,54230.0,51350.0,60150.0,49950.0,60740.0,49870.0,51030.0,50030.0,48320.0,44480.0,46080.0,70040.0,58100.0,58300.0,53800.0,43500.0,50680.0,46700.0,50660.0,62770.0,56180.0,71040.0,47070.0,67600.0,46700.0,50110.0,49890.0,49010.0,52000.0,56890.0,64070.0,52000.0,58100.0,49970.0,49440.0,48730.0,51500.0,53960.0,69270.0,46590.0,51390.0,49680.0,58100.0,30860.0,58100.0,70230.0,320.0,70.0,1340.0,150.0,9280.0,830.0,820.0,130.0,830.0,6000.0,1630.0,430.0,210.0,3020.0,1390.0,290.0,220.0,600.0,860.0,150.0,1770.0,1632.0,1700.0,960.0,200.0,1370.0,140.0,290.0,1580.0,170.0,2280.0,420.0,7990.0,1870.0,100.0,1430.0,540.0,630.0,3080.0,150.0,440.0,205.0,1640.0,4280.0,1880.0,170.0,1900.0,1360.0,200.0,760.0,50.0,30.0,280.0,14.0
Develop marketing campaigns to promote a healthy lifestyle or participation in fitness or wellness programs.,develop marketing campaigns to promote a healthy lifestyle or participation in fitness or wellness programs,Develop marketing plans or strategies.,Develop business or marketing plans.,Thinking Creatively,Fitness and Wellness Coordinators,fitness and wellness coordinators,11-9039.02,Fitness and Wellness Coordinators,11-9179,11-9179.01,Personal Service Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.842105263157894,False,0.2532784615384615,3.69,100.0,0.1405146234581168,0.7580035873119797,E2,E2,69770.0,69770.0,69770.0,69770.0,69770.0,77840.0,83080.0,69770.0,69770.0,69770.0,61460.0,73720.0,88130.0,69770.0,63500.0,61300.0,69720.0,69770.0,69770.0,69770.0,69770.0,83990.0,69770.0,52840.0,69770.0,44600.0,69770.0,69770.0,58640.0,69770.0,69770.0,77350.0,69770.0,65150.0,73990.0,69770.0,58940.0,64810.0,64910.0,72640.0,69770.0,61100.0,69770.0,72360.0,61310.0,51500.0,99570.0,65800.0,75700.0,69770.0,104860.0,69770.0,69770.0,69770.0,69770.0,5599.0,76.0,12.0,116.0,47.0,2154.0,32.0,61.0,17.0,25.0,355.0,150.0,118.0,31.0,107.0,129.0,246.0,51.0,72.0,70.0,23.0,547.0,130.0,158.0,105.0,64.0,105.0,18.0,86.0,56.0,25.0,182.0,31.0,439.0,257.0,15.0,198.0,54.0,86.0,300.0,18.0,83.0,16.0,182.0,504.0,62.0,32.0,86.0,54.0,25.0,64.0,10.0,2.0,33.0,1.0
Develop marketing or strategic plans for sales territories.,develop marketing or strategic plans for sales territories,Develop marketing plans or strategies.,Develop business or marketing plans.,Thinking Creatively,Solar Sales Representatives and Assessors,solar sales representatives and assessors,41-4011.07,Solar Sales Representatives and Assessors,41-4011,41-4011.07,"Sales Representatives, Wholesale and Manufacturing","Sales Representatives, Wholesale and Manufacturing",Sales and Related Occupations,2026-05-31,0.0030529241359659,4.787944358578052,False,1.159298076923077,3.75,82.26,0.6154322250300862,0.7999999999999999,E2,E2,104920.0,87140.0,77080.0,100620.0,71830.0,124220.0,135000.0,98000.0,107830.0,92940.0,107700.0,128850.0,126110.0,101390.0,107570.0,102910.0,103380.0,130850.0,97640.0,124200.0,101850.0,95040.0,118980.0,125650.0,103000.0,74990.0,94840.0,83610.0,84400.0,98500.0,97960.0,131360.0,87310.0,129410.0,125370.0,102720.0,108370.0,72480.0,113830.0,103790.0,117670.0,111190.0,104920.0,94450.0,99080.0,104920.0,95900.0,128270.0,127390.0,97230.0,78480.0,100850.0,104920.0,62160.0,104920.0,55905.0,1091.0,173.0,3478.0,597.0,10832.0,1629.0,1170.0,377.0,236.0,7789.0,2238.0,212.0,738.0,2886.0,1716.0,1013.0,958.0,1637.0,919.0,229.0,2485.0,4574.0,3588.0,1947.0,318.0,1986.0,271.0,667.0,738.0,1044.0,2198.0,385.0,4122.0,4707.0,200.0,3875.0,1559.0,1193.0,2823.0,208.0,1476.0,679.0,3255.0,17431.0,1543.0,161.0,2379.0,3910.0,298.0,1331.0,110.0,24.0,424.0,11.0
"Develop master course documentation or manuals according to applicable accreditation, certification, or other requirements.",develop master course documentation or manuals according to applicable accreditation certification or other requirements,Develop instructional materials.,Prepare informational or instructional materials.,Documenting/Recording Information,Instructional Coordinators,instructional coordinators,25-9031.00,Instructional Coordinators,25-9031,25-9031.00,Instructional Coordinators,Other Educational Instruction and Library Occupations,Educational Instruction and Library Occupations,2026-05-31,0.0030529241359659,4.250101791530945,False,0.4572324556213017,3.8461538461538463,80.13153846153847,0.2333333333333333,1.9903218272022067,E1,E1,77440.0,69000.0,72320.0,62620.0,67100.0,97010.0,82160.0,96170.0,79290.0,105990.0,60790.0,81060.0,96080.0,63030.0,76050.0,66300.0,74970.0,64750.0,63640.0,63120.0,76700.0,102220.0,95320.0,79290.0,80550.0,61830.0,72080.0,60920.0,79150.0,67410.0,81210.0,96090.0,80870.0,80560.0,63340.0,75340.0,77760.0,63980.0,84620.0,75580.0,63110.0,65460.0,57910.0,74390.0,78710.0,65780.0,78360.0,83230.0,97250.0,69600.0,83000.0,76140.0,61750.0,35250.0,75040.0,227760.0,2040.0,550.0,6560.0,1300.0,20950.0,3400.0,1780.0,980.0,1220.0,18030.0,7830.000000000001,1130.0,1490.0,10330.0,2640.0,2760.0,1950.0,3380.0,2140.0,480.0,4350.0,6170.0,5680.0,3130.0,1840.0,3110.0,740.0,1370.0,1130.0,510.0,3770.0,510.0,18730.0,8260.0,650.0,3510.0,2540.0,2940.0,7540.0,1240.0,4370.0,500.0,4120.0,31970.0,3680.0,730.0,5830.0,4720.0,730.0,2130.0,290.0,110.0,1010.0,40.0
"Develop methods for integrating different products so they work properly together, such as customizing commercial databases to fit specific needs.",develop methods for integrating different products so they work properly together such as customizing commercial databases to fit specific needs,Develop guidelines for system implementation.,Develop operational or technical procedures or standards.,Developing Objectives and Strategies,Database Administrators,database administrators,15-1141.00,Database Architects,15-1243,15-1243.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.666866686668667,False,0.3890061538461538,4.05,100.0,0.2814206085489313,0.8999999999999999,E2,E1,124813.68421052632,100586.84210526316,110946.31578947368,134281.05263157896,94979.47368421052,146117.8947368421,139309.47368421053,129222.1052631579,128056.84210526316,136759.47368421053,123920.0,125735.7894736842,113602.1052631579,106340.0,126563.15789473684,114834.2105263158,114427.36842105264,117434.2105263158,109395.7894736842,113637.39612188366,106753.68421052632,129302.1052631579,148028.94736842104,117875.7894736842,119428.94736842104,93944.2105263158,106233.15789473684,98676.31578947368,119877.8947368421,127345.26315789472,119830.0,122924.73684210528,109739.47368421052,126423.68421052632,125901.57894736844,96503.68421052632,117870.0,103882.63157894736,122254.2105263158,114412.13296398892,125877.8947368421,114690.52631578948,113803.15789473684,115308.94736842104,135803.68421052632,133428.42105263157,116146.8698060942,132132.63157894736,124288.42105263156,103203.71191135734,121898.42105263156,106988.97506925208,124813.68421052632,77203.15789473684,124813.68421052632,48904.73684210527,931.0526315789474,78.42105263157895,1166.3157894736842,385.2631578947368,6643.684210526316,1642.6315789473686,1001.0526315789472,369.5263157894737,693.1578947368421,2652.1052631578946,2535.263157894737,76.8421052631579,226.3157894736842,1905.7894736842104,681.0526315789473,290.5263157894737,393.6842105263158,476.3157894736842,472.3684210526316,219.4736842105263,1761.578947368421,2530.0,1288.9473684210527,1147.3684210526314,142.10526315789474,1296.3157894736842,218.94736842105263,547.0,403.1578947368421,174.73684210526315,2551.052631578947,309.4736842105263,3740.5263157894738,3164.736842105264,68.42105263157895,1836.842105263158,830.5263157894738,868.9473684210526,2675.789473684211,210.52631578947367,1088.421052631579,94.73684210526316,1226.842105263158,7495.263157894737,870.0,105.52631578947368,5546.315789473685,2459.4736842105262,170.5263157894737,814.7368421052632,134.73684210526315,21.000000000000004,106.3157894736842,10.0
"Develop new business by contacting potential clients, making sales presentations, and writing proposals.",develop new business by contacting potential clients making sales presentations and writing proposals,Confer with clients to exchange information.,Confer with clients to determine needs or order specifications.,"Communicating with Supervisors, Peers, or Subordinates",Industrial-Organizational Psychologists,industrialorganizational psychologists,19-3032.00,Industrial-Organizational Psychologists,19-3032,19-3032.00,Psychologists,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.874909765906982,False,0.5821180769230769,3.62,92.31,0.4837955878039416,1.011932150998182,E2,E2,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,174980.0,193950.0,193950.0,193950.0,193950.0,193950.0,139520.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,790.0,11.0,2.0,16.0,7.0,92.0,15.0,9.0,2.0,4.0,50.0,25.0,3.0,4.0,31.0,16.0,8.0,7.0,10.0,10.0,3.0,14.0,18.0,22.0,15.0,6.0,15.0,3.0,5.0,8.0,3.0,22.0,4.0,49.0,25.0,2.0,28.0,9.0,60.0,31.0,3.0,12.0,2.0,17.0,40.0,9.0,2.0,21.0,18.0,4.0,15.0,1.0,0.0,5.0,0.0
Develop new recipes for baked goods.,develop new recipes for baked goods,Create new recipes or food presentations.,Develop recipes or menus.,Thinking Creatively,Bakers,bakers,51-3011.00,Bakers,51-3011,51-3011.00,Bakers,Food Processing Workers,Production Occupations,2026-05-31,0.0030529241359659,4.800041335124522,True,1.0272450000000002,3.41,55.92,0.877197617743021,1.51975776424959,E1,E1,37160.0,34030.0,39710.0,37700.0,30380.0,43120.0,40650.0,36460.0,36730.0,44040.0,35870.0,35010.0,46710.0,34060.0,37030.0,36150.0,37210.0,34300.0,33890.0,28020.0,37390.0,37040.0,38130.0,35830.0,40210.0,28920.0,35130.0,37200.0,35280.0,39540.0,39500.0,36960.0,34850.0,38660.0,34510.0,36900.0,34560.0,31460.0,39500.0,36360.0,38140.0,35460.0,38340.0,34440.0,33790.0,36670.0,39980.0,34430.0,46140.0,28480.0,37310.0,40000.0,24320.0,22170.0,29660.0,236200.0,1880.0,430.0,4000.0,2400.0,30020.0,4680.0,3670.0,290.0,1270.0,12320.0,7350.0,1580.0,2230.0,12420.0,3600.0,2150.0,1370.0,1630.0,2450.0,1380.0,2740.0,6070.0,7290.0,2660.0,1300.0,4190.0,990.0,1030.0,2040.0,880.0,8110.0,1540.0,15130.0,9320.0,830.0,8890.0,1980.0,4160.0,10380.0,560.0,2940.0,330.0,5200.0,16710.0,3190.0,580.0,7820.0,6270.0,750.0,4930.0,240.0,160.0,2530.0,100.0
Develop new software applications or customize existing applications to meet specific scientific project needs.,develop new software applications or customize existing applications to meet specific scientific project needs,Develop software or applications for scientific or technical use.,Design computer or information systems or applications.,Thinking Creatively,Bioinformatics Scientists,bioinformatics scientists,19-1029.01,Bioinformatics Scientists,19-1029,19-1029.01,Biological Scientists,Life Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.0904570114360276,4.543279380717804,False,0.7579196153846153,4.3,84.9,1.206994094837049,2.348811550383123,E2,E1,98920.0,87260.0,106870.0,90290.0,76400.0,113530.0,93970.0,111940.0,113400.0,84590.0,83780.0,96820.0,95600.0,83320.0,82640.0,84570.0,82720.0,76400.0,79400.0,69590.0,104570.0,121680.0,107100.0,81540.0,76400.0,91170.0,63290.0,91560.0,82770.0,74210.0,83740.0,104750.0,84120.0,104120.0,100070.0,98920.0,95560.0,79950.0,86260.0,100780.0,101750.0,91560.0,73920.0,80500.0,80870.0,93250.0,77960.0,96030.0,108110.0,84590.0,78480.0,91560.0,78850.0,76400.0,98920.0,30550.0,558.0,607.0,1247.0,591.0,19495.0,1395.0,279.0,95.0,1395.0,3151.0,2018.0,607.0,706.0,2133.0,1050.0,903.0,1247.0,427.0,952.0,558.0,8156.0,4808.0,1411.0,1231.0,525.0,1838.0,903.0,394.0,673.0,509.0,886.0,689.0,4135.0,4562.0,84.0,1001.0,492.0,1149.0,2970.0,164.0,394.0,279.0,689.0,4070.0,968.0,148.0,2708.0,4299.0,377.0,1214.0,279.0,82.0,427.0,7.0
Develop new visual design concepts and modify concepts based on stakeholder feedback.,develop new visual design concepts and modify concepts based on stakeholder feedback,Implement design or process improvements.,Implement procedures or processes.,Making Decisions and Solving Problems,Web Developers,web developers,15-1134.00,Web and Digital Interface Designers,15-1255,15-1255.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0904570114360276,4.457358870967742,False,0.7843856610576924,3.630625,96.614375,0.2333333333333333,0.4690969619612205,E2,E2,98992.64705882352,72653.81487889274,83517.34429065743,88434.70588235294,77620.8910034602,128812.9411764706,91499.11764705884,90808.5294117647,86000.58823529411,110755.88235294116,87110.57958477509,97867.35294117648,98992.64705882352,70885.29411764706,85317.35294117648,71124.11764705883,66920.29411764706,71930.29411764706,79483.82352941176,76087.05882352941,98992.64705882352,103787.9411764706,106891.4705882353,88712.94117647059,90754.41176470587,70804.10899653978,85431.76470588235,70425.58823529411,72062.64705882352,81487.64705882352,96639.70588235294,95252.64705882352,59838.23529411765,111103.23529411764,97381.17647058824,67758.5294117647,90256.75605536332,77384.11764705883,85561.17647058824,96315.88235294116,102526.76470588236,79721.17647058824,77863.53806228373,68473.23529411765,95216.17647058824,100069.41176470587,92620.8910034602,99745.88235294116,130462.35294117648,74685.88235294117,93262.0588235294,67633.23529411765,61108.52076124567,47517.64705882353,98992.64705882352,62631.91176470588,482.9411764705882,74.11764705882354,898.2352941176471,468.1764705882353,18367.941176470587,2557.3529411764707,923.2352941176472,158.23529411764707,457.9411764705882,4334.558823529412,2226.470588235294,164.70588235294116,287.05882352941177,3047.058823529412,1027.6470588235293,559.7058823529412,332.3529411764706,448.8235294117647,311.1764705882353,287.3529411764705,1596.764705882353,2387.058823529412,1675.0,1378.8235294117646,212.35294117647047,1187.9411764705883,298.52941176470586,503.8235294117647,809.4117647058823,447.6470588235294,2205.2941176470586,169.11764705882354,11014.411764705885,2795.5882352941176,98.23529411764706,2153.823529411765,370.88235294117646,1190.294117647059,2312.6470588235293,222.7941176470588,760.2941176470589,274.3235294117647,2732.058823529412,5468.823529411765,1157.0588235294117,99.05882352941175,3137.058823529412,8425.588235294117,288.2352941176471,1012.3529411764706,83.52941176470588,28.676470588235293,221.1764705882353,13.0
Develop new visual design concepts and modify concepts based on stakeholder feedback.,develop new visual design concepts and modify concepts based on stakeholder feedback,Prepare graphics or other visual representations of information.,Create visual designs or displays.,Thinking Creatively,Web Developers,web developers,15-1134.00,Web and Digital Interface Designers,15-1255,15-1255.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0904570114360276,4.457358870967742,False,0.7843856610576924,3.630625,96.614375,0.2333333333333333,0.4690969619612205,E2,E2,98992.64705882352,72653.81487889274,83517.34429065743,88434.70588235294,77620.8910034602,128812.9411764706,91499.11764705884,90808.5294117647,86000.58823529411,110755.88235294116,87110.57958477509,97867.35294117648,98992.64705882352,70885.29411764706,85317.35294117648,71124.11764705883,66920.29411764706,71930.29411764706,79483.82352941176,76087.05882352941,98992.64705882352,103787.9411764706,106891.4705882353,88712.94117647059,90754.41176470587,70804.10899653978,85431.76470588235,70425.58823529411,72062.64705882352,81487.64705882352,96639.70588235294,95252.64705882352,59838.23529411765,111103.23529411764,97381.17647058824,67758.5294117647,90256.75605536332,77384.11764705883,85561.17647058824,96315.88235294116,102526.76470588236,79721.17647058824,77863.53806228373,68473.23529411765,95216.17647058824,100069.41176470587,92620.8910034602,99745.88235294116,130462.35294117648,74685.88235294117,93262.0588235294,67633.23529411765,61108.52076124567,47517.64705882353,98992.64705882352,62631.91176470588,482.9411764705882,74.11764705882354,898.2352941176471,468.1764705882353,18367.941176470587,2557.3529411764707,923.2352941176472,158.23529411764707,457.9411764705882,4334.558823529412,2226.470588235294,164.70588235294116,287.05882352941177,3047.058823529412,1027.6470588235293,559.7058823529412,332.3529411764706,448.8235294117647,311.1764705882353,287.3529411764705,1596.764705882353,2387.058823529412,1675.0,1378.8235294117646,212.35294117647047,1187.9411764705883,298.52941176470586,503.8235294117647,809.4117647058823,447.6470588235294,2205.2941176470586,169.11764705882354,11014.411764705885,2795.5882352941176,98.23529411764706,2153.823529411765,370.88235294117646,1190.294117647059,2312.6470588235293,222.7941176470588,760.2941176470589,274.3235294117647,2732.058823529412,5468.823529411765,1157.0588235294117,99.05882352941175,3137.058823529412,8425.588235294117,288.2352941176471,1012.3529411764706,83.52941176470588,28.676470588235293,221.1764705882353,13.0
Develop operational standards and procedures for the work unit or department.,develop operational standards and procedures for the work unit or department,"Establish standards for products, processes, or procedures.",Develop operational or technical procedures or standards.,Developing Objectives and Strategies,Administrative Services Managers,administrative services managers,11-3011.00,Administrative Services Managers,11-3012,11-3012.00,Administrative Services and Facilities Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.34861352706436,False,0.5945069658119658,3.637777777777778,76.30555555555556,0.3888888888888889,2.0358439533727744,E1,E2,111640.0,116703.33333333331,108770.0,100733.33333333331,86256.66666666667,112133.33333333331,145503.33333333334,117130.0,136360.0,124330.0,96160.0,110286.66666666669,110143.33333333331,95210.0,106900.0,110180.0,110950.0,118136.66666666669,108000.0,98513.33333333331,103023.33333333331,109600.0,119173.33333333331,104856.66666666669,128100.0,95233.33333333331,98073.33333333331,118480.0,104530.0,97803.33333333331,119156.66666666669,137676.66666666666,105896.66666666669,138636.66666666666,106463.33333333331,93560.0,100246.66666666669,99910.0,112403.33333333331,102190.0,121490.0,117526.66666666669,104700.0,120516.66666666669,109270.0,115573.33333333331,94263.33333333331,126080.0,133750.0,88230.0,106840.0,115783.33333333331,69400.0,66786.66666666667,72133.33333333333,202003.3333333333,886.6666666666666,970.0,5643.333333333333,1033.3333333333333,34343.333333333336,2276.6666666666665,3003.333333333333,560.0,996.6666666666666,13106.666666666668,10036.666666666666,1293.3333333333337,790.0,11086.666666666668,5116.666666666667,1700.0,1126.6666666666663,2077.333333333333,2560.0,774.6666666666666,4616.666666666667,8110.0,6033.333333333333,6040.0,1443.3333333333333,3453.333333333333,380.0,2210.0,2423.333333333333,690.0,9170.0,879.3333333333333,13200.0,6510.0,290.0,7330.0,1826.6666666666663,2356.6666666666665,5543.333333333333,676.6666666666667,2566.6666666666665,423.33333333333337,6306.666666666667,19700.0,1703.3333333333333,453.33333333333337,2883.333333333333,3256.6666666666665,1463.3333333333333,4150.0,143.33333333333334,846.6666666666666,2730.0,50.0
Develop or analyze information to assess the current or future financial status of firms.,develop or analyze information to assess the current or future financial status of firms,Analyze forecasting data to improve business decisions.,Analyze data to improve operations.,Analyzing Data or Information,Financial Managers,financial managers,11-3031.00,Financial Managers,11-3031,11-3031.00,Financial Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.888988898889889,False,1.5448907692307692,4.14,43.38,0.8334230078188852,1.0,E2,E2,166570.0,140500.0,127030.0,139830.0,116570.0,180770.0,182690.0,174830.0,181580.0,188880.0,153280.0,166790.0,134210.0,127210.0,165880.0,135840.0,133320.0,159380.0,130650.0,126800.0,133610.0,158750.0,206760.0,139370.0,163410.0,111390.0,143460.0,131060.0,140360.0,132490.0,144730.0,199110.0,133700.0,219880.0,166780.0,135890.0,140870.0,132460.0,156460.0,145610.0,166940.0,136160.0,159700.0,141010.0,164860.0,150450.0,128690.0,185220.0,174840.0,113140.0,139720.0,124910.0,80390.0,90660.0,94990.0,19400.0,7200.0,140.0,1030.0,492.0,6452.0,736.0,1386.0,194.0,617.0,3382.0,1479.0,262.0,216.0,3645.0,868.0,631.0,359.0,458.0,489.0,216.0,1367.0,1808.0,1555.0,1153.0,240.0,922.0,104.0,389.0,559.0,299.0,32510.0,175.0,5588.0,1553.0,148.0,1892.0,461.0,526.0,2225.0,178.0,624.0,69.0,1219.0,4969.0,613.0,124.0,1442.0,894.0,180.0,1074.0,50.0,26.0,263.0,12.0
"Develop or approve project plans, schedules, or budgets.",develop or approve project plans schedules or budgets,Develop detailed project plans.,Plan work activities.,"Organizing, Planning, and Prioritizing Work",Computer Systems Engineers/Architects,computer systems engineersarchitects,15-1199.02,Computer Systems Engineers/Architects,15-1299,15-1299.08,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.841605613455783,False,0.0739488461538461,3.39,81.82,0.0277803810264827,0.8999999999999999,E2,E2,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,193835.0,7026.0,1897.0,5510.0,2992.0,214105.0,31521.0,8281.0,860.0,45947.0,13710.0,55109.0,5556.0,2778.0,29812.0,8922.0,10285.0,3580.0,1850.0,13410.0,900.0,50915.0,16482.0,19875.0,11166.0,3873.0,14340.0,1443.0,6091.0,6972.0,2591.0,32082.0,4408.0,11460.0,40310.0,1950.0,6150.0,8869.0,6545.0,14580.0,2217.0,11487.0,240.0,29197.0,152318.0,17844.0,3526.0,45412.0,38360.0,9029.0,12502.0,454.0,748.0,2351.0,107.0
Develop or assist in the development of transportation-related computer software or computer processes.,develop or assist in the development of transportationrelated computer software or computer processes,Develop software or computer applications.,Design computer or information systems or applications.,Thinking Creatively,Transportation Engineers,transportation engineers,17-2051.01,Transportation Engineers,17-2051,17-2051.01,Civil Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0113071264295034,4.7272,False,0.1047442307692307,3.0,63.64,0.037874899576342,1.0,E2,E1,100840.0,99010.0,114730.0,89660.0,85020.0,122500.0,101420.0,103150.0,100220.0,103880.0,98570.0,84240.0,94280.0,98030.0,99760.0,98270.0,96430.0,96880.0,100930.0,105380.0,97820.0,100680.0,106730.0,92100.0,101480.0,100170.0,92750.0,93070.0,103150.0,104310.0,98710.0,104660.0,103900.0,103760.0,100730.0,98190.0,96220.0,98760.0,105250.0,97850.0,99300.0,101600.0,98700.0,95910.0,96860.0,96830.0,95600.0,97120.0,110000.0,86930.0,94600.0,90590.0,67410.0,61060.0,100840.0,230709.0,6736.0,2095.0,7451.0,2346.0,69218.0,16671.0,5482.0,1154.0,2070.0,29792.0,11791.0,3312.0,3299.0,17449.0,5055.0,3136.0,3613.0,3374.0,4742.0,1555.0,6573.0,11854.0,9734.0,5908.0,2220.0,7225.0,2346.0,2960.0,4466.0,2032.0,8655.0,1693.0,21952.0,16069.0,1731.0,13246.0,2735.0,6134.0,19907.0,1593.0,9007.0,1806.0,7263.0,43741.0,7112.0,966.0,14237.0,15793.0,1631.0,9295.0,1242.0,803.0,2195.0,48.0
Develop or direct development of offering documents or marketing materials.,develop or direct development of offering documents or marketing materials,Develop promotional materials.,Develop marketing or promotional materials.,Thinking Creatively,Investment Fund Managers,investment fund managers,11-9199.03,Investment Fund Managers,11-3031,11-3031.03,Financial Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0113071264295034,4.640834270524486,False,0.4361411538461538,3.57,72.35,0.1049788495108187,0.4,E2,E2,166570.0,140500.0,127030.0,139830.0,116570.0,180770.0,182690.0,174830.0,181580.0,188880.0,153280.0,166790.0,134210.0,127210.0,165880.0,135840.0,133320.0,159380.0,130650.0,126800.0,133610.0,158750.0,206760.0,139370.0,163410.0,111390.0,143460.0,131060.0,140360.0,132490.0,144730.0,199110.0,133700.0,219880.0,166780.0,135890.0,140870.0,132460.0,156460.0,145610.0,166940.0,136160.0,159700.0,141010.0,164860.0,150450.0,128690.0,185220.0,174840.0,113140.0,139720.0,124910.0,80390.0,90660.0,94990.0,527667.0,7200.000000000001,3799.0,28022.0,13391.0,175488.0,20011.0,37689.0,5285.0,16795.0,91985.0,40228.0,7128.0,5868.0,99150.0,23622.0,17171.0,9761.0,12469.0,13297.0,5868.0,37181.0,49180.0,42297.0,31370.0,6526.0,25070.0,2840.0,10588.0,15215.0,8143.0,32510.000000000004,4758.0,151979.0,42240.0,4025.0,51456.0,12544.0,14312.0,60521.0,4833.0,16964.0,1881.0,33157.0,135166.0,16663.0,3366.0,39213.0,24317.0,4909.0,29207.0,1373.0,715.0,7147.0,320.0
Develop or direct development of offering documents or marketing materials.,develop or direct development of offering documents or marketing materials,"Direct sales, marketing, or customer service activities.","Direct organizational operations, activities, or procedures.","Guiding, Directing, and Motivating Subordinates",Investment Fund Managers,investment fund managers,11-9199.03,Investment Fund Managers,11-3031,11-3031.03,Financial Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0113071264295034,4.640834270524486,False,0.4361411538461538,3.57,72.35,0.1049788495108187,0.4,E2,E2,166570.0,140500.0,127030.0,139830.0,116570.0,180770.0,182690.0,174830.0,181580.0,188880.0,153280.0,166790.0,134210.0,127210.0,165880.0,135840.0,133320.0,159380.0,130650.0,126800.0,133610.0,158750.0,206760.0,139370.0,163410.0,111390.0,143460.0,131060.0,140360.0,132490.0,144730.0,199110.0,133700.0,219880.0,166780.0,135890.0,140870.0,132460.0,156460.0,145610.0,166940.0,136160.0,159700.0,141010.0,164860.0,150450.0,128690.0,185220.0,174840.0,113140.0,139720.0,124910.0,80390.0,90660.0,94990.0,527667.0,7200.000000000001,3799.0,28022.0,13391.0,175488.0,20011.0,37689.0,5285.0,16795.0,91985.0,40228.0,7128.0,5868.0,99150.0,23622.0,17171.0,9761.0,12469.0,13297.0,5868.0,37181.0,49180.0,42297.0,31370.0,6526.0,25070.0,2840.0,10588.0,15215.0,8143.0,32510.000000000004,4758.0,151979.0,42240.0,4025.0,51456.0,12544.0,14312.0,60521.0,4833.0,16964.0,1881.0,33157.0,135166.0,16663.0,3366.0,39213.0,24317.0,4909.0,29207.0,1373.0,715.0,7147.0,320.0
"Develop or direct software system testing or validation procedures, programming, or documentation.",develop or direct software system testing or validation procedures programming or documentation,Develop testing routines or procedures.,Develop operational or technical procedures or standards.,Developing Objectives and Strategies,"Software Developers, Applications",software developers applications,15-1132.00,Software Developers,15-1252,15-1252.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.5239,False,0.7541826923076923,3.9,92.31,0.4298456179482838,0.7999999999999999,E2,E1,114549.41176470587,108307.0588235294,114549.41176470587,110045.29411764706,111294.89619377164,143515.58823529413,128445.88235294116,109510.0,114782.35294117648,114191.17647058824,110165.0,112089.11764705884,109759.70588235294,120062.54325259516,113710.0,93134.70588235294,97098.82352941176,100614.41176470587,88776.76470588235,78453.82352941176,98043.23529411764,120022.9411764706,136121.76470588235,107406.76470588236,110872.0588235294,84885.29411764706,98662.0588235294,109772.9411764706,102180.29411764706,119163.13148788927,117653.5294117647,124798.5294117647,119148.82352941176,135779.41176470587,111493.5294117647,90934.11764705884,103205.58823529413,90770.58823529413,119530.58823529413,103874.70588235294,111107.64705882352,107836.76470588236,77240.29411764706,101195.58823529413,111652.9411764706,97212.0588235294,92335.88235294116,126400.88235294116,140793.5294117647,81291.17647058824,100160.58823529413,114750.1903114187,114549.41176470587,67413.23529411765,114549.41176470587,672406.1764705882,6836.176470588235,1117.8529411764705,14941.764705882351,5745.588235294118,110753.52941176471,17472.05882352941,5204.117647058823,1445.2941176470588,2494.1176470588234,35416.17647058824,20889.117647058825,2341.4117647058824,2239.1176470588234,22635.29411764706,5660.588235294117,3601.176470588235,5164.705882352941,3080.2941176470586,1624.4117647058824,1166.470588235294,14120.294117647058,20082.647058823528,16414.70588235294,13390.588235294115,845.0000000000001,8459.117647058823,800.2941176470589,3187.6470588235293,2321.470588235294,4027.941176470588,21115.29411764706,1585.5882352941176,43799.70588235294,24930.58823529412,604.4117647058824,17467.35294117647,3321.7647058823527,8307.35294117647,21156.17647058824,1910.8823529411768,5457.352941176471,918.8235294117646,7191.764705882353,66272.05882352941,12092.35294117647,677.9411764705883,35434.117647058825,40018.82352941176,1121.1764705882351,9600.882352941177,1304.3529411764705,286.0,836.1764705882354,138.0
"Develop or direct software system testing or validation procedures, programming, or documentation.",develop or direct software system testing or validation procedures programming or documentation,Manage information technology projects or system activities.,Direct scientific or technical activities.,"Guiding, Directing, and Motivating Subordinates","Software Developers, Applications",software developers applications,15-1132.00,Software Developers,15-1252,15-1252.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.5239,False,0.7541826923076923,3.9,92.31,0.4298456179482838,0.7999999999999999,E2,E1,114549.41176470587,108307.0588235294,114549.41176470587,110045.29411764706,111294.89619377164,143515.58823529413,128445.88235294116,109510.0,114782.35294117648,114191.17647058824,110165.0,112089.11764705884,109759.70588235294,120062.54325259516,113710.0,93134.70588235294,97098.82352941176,100614.41176470587,88776.76470588235,78453.82352941176,98043.23529411764,120022.9411764706,136121.76470588235,107406.76470588236,110872.0588235294,84885.29411764706,98662.0588235294,109772.9411764706,102180.29411764706,119163.13148788927,117653.5294117647,124798.5294117647,119148.82352941176,135779.41176470587,111493.5294117647,90934.11764705884,103205.58823529413,90770.58823529413,119530.58823529413,103874.70588235294,111107.64705882352,107836.76470588236,77240.29411764706,101195.58823529413,111652.9411764706,97212.0588235294,92335.88235294116,126400.88235294116,140793.5294117647,81291.17647058824,100160.58823529413,114750.1903114187,114549.41176470587,67413.23529411765,114549.41176470587,672406.1764705882,6836.176470588235,1117.8529411764705,14941.764705882351,5745.588235294118,110753.52941176471,17472.05882352941,5204.117647058823,1445.2941176470588,2494.1176470588234,35416.17647058824,20889.117647058825,2341.4117647058824,2239.1176470588234,22635.29411764706,5660.588235294117,3601.176470588235,5164.705882352941,3080.2941176470586,1624.4117647058824,1166.470588235294,14120.294117647058,20082.647058823528,16414.70588235294,13390.588235294115,845.0000000000001,8459.117647058823,800.2941176470589,3187.6470588235293,2321.470588235294,4027.941176470588,21115.29411764706,1585.5882352941176,43799.70588235294,24930.58823529412,604.4117647058824,17467.35294117647,3321.7647058823527,8307.35294117647,21156.17647058824,1910.8823529411768,5457.352941176471,918.8235294117646,7191.764705882353,66272.05882352941,12092.35294117647,677.9411764705883,35434.117647058825,40018.82352941176,1121.1764705882351,9600.882352941177,1304.3529411764705,286.0,836.1764705882354,138.0
Develop or document style guidelines for Web site content.,develop or document style guidelines for web site content,Develop specifications or procedures for website development or maintenance.,Develop technical specifications for products or operations.,Thinking Creatively,Web Administrators,web administrators,15-1199.03,Web Administrators,15-1299,15-1299.01,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.664215192423937,False,0.2948076923076923,3.75,100.0,0.1771329918421552,0.7999999999999999,E1,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,187608.0,6800.0,1836.0,5510.000000000001,2896.0,207228.0,30509.0,8015.0,859.9999999999999,44471.0,13710.0,53339.0,5378.0,2689.0,28854.0,8636.0,9954.0,3465.0,1850.0,12979.0,899.9999999999999,49280.0,15953.0,19236.0,10807.0,3749.0,14340.0,1396.0,5895.0,6748.0,2508.0,31052.0,4266.0,11459.999999999998,39015.0,1887.0,6149.999999999999,8584.0,6334.0,14580.000000000002,2146.0,11118.0,240.0,28260.0,147425.0,17271.0,3413.0,43954.0,37128.0,8739.0,12100.0,440.0,724.0,2275.0,103.0
Develop or document style guidelines for Web site content.,develop or document style guidelines for web site content,Document design or development procedures.,"Document technical designs, procedures, or activities.",Documenting/Recording Information,Web Administrators,web administrators,15-1199.03,Web Administrators,15-1299,15-1299.01,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.664215192423937,False,0.2948076923076923,3.75,100.0,0.1771329918421552,0.7999999999999999,E1,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,187608.0,6800.0,1836.0,5510.000000000001,2896.0,207228.0,30509.0,8015.0,859.9999999999999,44471.0,13710.0,53339.0,5378.0,2689.0,28854.0,8636.0,9954.0,3465.0,1850.0,12979.0,899.9999999999999,49280.0,15953.0,19236.0,10807.0,3749.0,14340.0,1396.0,5895.0,6748.0,2508.0,31052.0,4266.0,11459.999999999998,39015.0,1887.0,6149.999999999999,8584.0,6334.0,14580.000000000002,2146.0,11118.0,240.0,28260.0,147425.0,17271.0,3413.0,43954.0,37128.0,8739.0,12100.0,440.0,724.0,2275.0,103.0
Develop or implement data analysis algorithms.,develop or implement data analysis algorithms,Analyze data to identify trends or relationships among variables.,Analyze scientific or applied data using mathematical principles.,Analyzing Data or Information,Biostatisticians,biostatisticians,15-2041.01,Biostatisticians,15-2041,15-2041.01,Statisticians,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.674302586031359,False,0.5171630769230768,4.17,95.83,2.205313975525708,6.272670426967864,E2,E1,105650.0,76400.0,105650.0,79640.0,105720.0,135960.0,109660.0,102860.0,109570.0,140670.0,108040.0,115150.0,76780.0,105650.0,119760.0,109300.0,80150.0,111780.0,112520.0,76400.0,85680.0,132620.0,96710.0,102710.0,105650.0,64670.0,66330.0,105650.0,83480.0,79750.0,96080.0,118280.0,84330.0,136020.0,115690.0,75890.0,98190.0,89540.0,93620.0,93830.0,102620.0,65450.0,105650.0,98230.0,102960.0,88610.0,82210.0,114920.0,105650.0,84660.0,107150.0,105650.0,105650.0,49730.0,105650.0,10844.0,149.0,60.0,329.0,426.0,1853.0,583.0,366.0,52.0,411.0,411.0,344.0,67.0,120.0,359.0,172.0,187.0,60.0,60.0,52.0,60.0,2040.0,1853.0,426.0,583.0,60.0,508.0,35.0,105.0,37.0,52.0,657.0,172.0,911.0,897.0,30.0,433.0,37.0,448.0,1218.0,30.0,179.0,31.0,396.0,1038.0,224.0,21.0,538.0,2211.0,67.0,187.0,19.0,4.0,172.0,2.0
Develop or implement data analysis algorithms.,develop or implement data analysis algorithms,Develop scientific or mathematical models.,Develop scientific or mathematical theories or models.,Thinking Creatively,Biostatisticians,biostatisticians,15-2041.01,Biostatisticians,15-2041,15-2041.01,Statisticians,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.674302586031359,False,0.5171630769230768,4.17,95.83,2.205313975525708,6.272670426967864,E2,E1,105650.0,76400.0,105650.0,79640.0,105720.0,135960.0,109660.0,102860.0,109570.0,140670.0,108040.0,115150.0,76780.0,105650.0,119760.0,109300.0,80150.0,111780.0,112520.0,76400.0,85680.0,132620.0,96710.0,102710.0,105650.0,64670.0,66330.0,105650.0,83480.0,79750.0,96080.0,118280.0,84330.0,136020.0,115690.0,75890.0,98190.0,89540.0,93620.0,93830.0,102620.0,65450.0,105650.0,98230.0,102960.0,88610.0,82210.0,114920.0,105650.0,84660.0,107150.0,105650.0,105650.0,49730.0,105650.0,10844.0,149.0,60.0,329.0,426.0,1853.0,583.0,366.0,52.0,411.0,411.0,344.0,67.0,120.0,359.0,172.0,187.0,60.0,60.0,52.0,60.0,2040.0,1853.0,426.0,583.0,60.0,508.0,35.0,105.0,37.0,52.0,657.0,172.0,911.0,897.0,30.0,433.0,37.0,448.0,1218.0,30.0,179.0,31.0,396.0,1038.0,224.0,21.0,538.0,2211.0,67.0,187.0,19.0,4.0,172.0,2.0
"Develop or implement human performance research, investigation, or analysis protocols.",develop or implement human performance research investigation or analysis protocols,Devise research or testing protocols.,Develop research plans or methodologies.,Thinking Creatively,Human Factors Engineers and Ergonomists,human factors engineers and ergonomists,17-2112.01,Human Factors Engineers and Ergonomists,17-2112,17-2112.01,"Industrial Engineers, Including Health and Safety",Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.428451707521475,False,0.2005769230769231,3.84,100.0,0.2382151719316419,1.598461545114466,E1,E2,102440.0,99880.0,156510.0,108280.0,98410.0,124600.0,109750.0,104160.0,120190.0,103300.0,101610.0,100100.0,123800.0,100840.0,100540.0,97480.0,97690.0,99830.0,96820.0,122920.0,101030.0,119930.0,109420.0,101680.0,102660.0,95830.0,99290.0,104430.0,98170.0,102090.0,101310.0,103840.0,128090.0,102640.0,99310.0,96940.0,100060.0,97510.0,128290.0,99560.0,109350.0,101060.0,93200.0,99080.0,104560.0,103940.0,103010.0,102550.0,129050.0,108360.0,96980.0,122070.0,102440.0,81820.0,102440.0,168005.0,14056.0,404.0,13817.0,3142.0,60047.0,9555.0,11061.0,1507.0,294.0,25816.0,16427.0,92.0,2444.0,34250.0,21461.0,6615.0,6339.0,11153.0,3142.0,1893.0,7166.0,21075.0,56942.0,32302.0,4502.0,9316.0,717.0,2131.0,2885.0,3565.0,12623.0,2095.0,21700.0,21277.0,1102.0,43143.0,3987.0,10675.0,24217.0,1819.0,14626.0,1525.0,13670.0,56924.0,10143.0,808.0,10253.0,11263.0,1562.0,24015.0,441.0,72.0,5053.0,35.0
Develop or implement marketing strategies.,develop or implement marketing strategies,Develop plans for programs or services.,Develop organizational or program goals or objectives.,Thinking Creatively,Spa Managers,spa managers,39-1021.01,Spa Managers,11-9179,11-9179.02,Personal Service Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0113071264295034,4.6056833015363,False,0.5048130769230769,4.1,84.21,0.3063556704112883,0.7999999999999999,E1,E2,69770.0,69770.0,69770.0,69770.0,69770.0,77840.0,83080.0,69770.0,69770.0,69770.0,61460.0,73720.0,88130.0,69770.0,63500.0,61300.0,69720.0,69770.0,69770.0,69770.0,69770.0,83990.0,69770.0,52840.0,69770.0,44600.0,69770.0,69770.0,58640.0,69770.0,69770.0,77350.0,69770.0,65150.0,73990.0,69770.0,58940.0,64810.0,64910.0,72640.0,69770.0,61100.0,69770.0,72360.0,61310.0,51500.0,99570.0,65800.0,75700.0,69770.0,104860.0,69770.0,69770.0,69770.0,69770.0,4851.0,66.0,10.0,100.0,41.0,1866.0,28.0,53.0,15.0,21.0,307.0,130.0,102.0,27.0,93.0,111.0,214.0,45.0,62.0,60.0,19.0,473.0,112.0,136.0,91.0,56.0,91.0,16.0,74.0,48.0,21.0,158.0,27.0,381.0,223.0,13.0,172.0,46.0,74.0,260.0,16.0,71.0,14.0,158.0,436.0,54.0,28.0,74.0,46.0,21.0,56.0,8.0,2.0,29.0,1.0
Develop or implement operating methods or procedures.,develop or implement operating methods or procedures,Implement design or process improvements.,Implement procedures or processes.,Making Decisions and Solving Problems,Automotive Engineers,automotive engineers,17-2141.02,Automotive Engineers,17-2141,17-2141.02,Mechanical Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0226142528590069,4.4872675828617625,False,0.3213461538461538,3.7,95.24,0.0544796001638532,0.2,E2,E2,104110.0,100230.0,124340.0,100270.0,80180.0,130900.0,124430.0,105090.0,125130.0,133300.0,99980.0,100620.0,98740.0,93190.0,102680.0,99590.0,97700.0,86260.0,101050.0,119540.0,102430.0,122870.0,119300.0,104890.0,99140.0,98000.0,99330.0,94190.0,88060.0,102680.0,103660.0,112300.0,157710.0,102440.0,100720.0,86330.0,99100.0,101850.0,103470.0,97920.0,116230.0,104580.0,88380.0,99550.0,112410.0,102500.0,107330.0,104180.0,110430.0,97390.0,95870.0,117750.0,61510.0,72240.0,104110.0,174140.0,2352.0,446.0,5926.0,1655.0,35824.0,8437.0,5398.0,716.0,510.0,12602.0,6207.0,622.0,1256.0,13834.0,10197.0,4072.0,5433.0,4893.0,2218.0,1044.0,7686.0,7680.0,40635.0,6911.0,1842.0,5715.0,587.0,1115.0,1655.0,3239.0,4905.0,3180.0,10080.0,11218.0,927.0,16885.0,2664.0,3426.0,15900.0,1831.0,6782.0,657.0,4611.0,25909.0,3954.0,622.0,8765.0,9669.0,892.0,8765.0,270.0,164.0,575.0,30.0
Develop or implement operating methods or procedures.,develop or implement operating methods or procedures,Develop technical methods or processes.,Develop operational or technical procedures or standards.,Developing Objectives and Strategies,Automotive Engineers,automotive engineers,17-2141.02,Automotive Engineers,17-2141,17-2141.02,Mechanical Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0226142528590069,4.4872675828617625,False,0.3213461538461538,3.7,95.24,0.0544796001638532,0.2,E2,E2,104110.0,100230.0,124340.0,100270.0,80180.0,130900.0,124430.0,105090.0,125130.0,133300.0,99980.0,100620.0,98740.0,93190.0,102680.0,99590.0,97700.0,86260.0,101050.0,119540.0,102430.0,122870.0,119300.0,104890.0,99140.0,98000.0,99330.0,94190.0,88060.0,102680.0,103660.0,112300.0,157710.0,102440.0,100720.0,86330.0,99100.0,101850.0,103470.0,97920.0,116230.0,104580.0,88380.0,99550.0,112410.0,102500.0,107330.0,104180.0,110430.0,97390.0,95870.0,117750.0,61510.0,72240.0,104110.0,174140.0,2352.0,446.0,5926.0,1655.0,35824.0,8437.0,5398.0,716.0,510.0,12602.0,6207.0,622.0,1256.0,13834.0,10197.0,4072.0,5433.0,4893.0,2218.0,1044.0,7686.0,7680.0,40635.0,6911.0,1842.0,5715.0,587.0,1115.0,1655.0,3239.0,4905.0,3180.0,10080.0,11218.0,927.0,16885.0,2664.0,3426.0,15900.0,1831.0,6782.0,657.0,4611.0,25909.0,3954.0,622.0,8765.0,9669.0,892.0,8765.0,270.0,164.0,575.0,30.0
Develop or implement procedures for ongoing Web site revision.,develop or implement procedures for ongoing web site revision,Develop specifications or procedures for website development or maintenance.,Develop technical specifications for products or operations.,Thinking Creatively,Web Developers,web developers,15-1134.00,Web Developers,15-1254,15-1254.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0037690421431678,4.466801210898083,False,0.1506903846153846,3.29,100.0,0.0536551040192341,0.6,E1,E1,98992.64705882352,72653.81487889274,83517.34429065743,88434.70588235294,77620.8910034602,128812.9411764706,91499.11764705884,90808.5294117647,86000.58823529411,110755.88235294116,87110.57958477509,97867.35294117648,98992.64705882352,70885.29411764706,85317.35294117648,71124.11764705883,66920.29411764706,71930.29411764706,79483.82352941176,76087.05882352941,98992.64705882352,103787.9411764706,106891.4705882353,88712.94117647059,90754.41176470587,70804.10899653978,85431.76470588235,70425.58823529411,72062.64705882352,81487.64705882352,96639.70588235294,95252.64705882352,59838.23529411765,111103.23529411764,97381.17647058824,67758.5294117647,90256.75605536332,77384.11764705883,85561.17647058824,96315.88235294116,102526.76470588236,79721.17647058824,77863.53806228373,68473.23529411765,95216.17647058824,100069.41176470587,92620.8910034602,99745.88235294116,130462.35294117648,74685.88235294117,93262.0588235294,67633.23529411765,61108.52076124567,47517.64705882353,98992.64705882352,62631.91176470588,482.9411764705882,74.11764705882354,898.2352941176471,468.1764705882353,18367.941176470587,2557.3529411764707,923.2352941176472,158.23529411764707,457.9411764705882,4334.558823529412,2226.470588235294,164.70588235294116,287.05882352941177,3047.058823529412,1027.6470588235293,559.7058823529412,332.3529411764706,448.8235294117647,311.1764705882353,287.3529411764705,1596.764705882353,2387.058823529412,1675.0,1378.8235294117646,212.35294117647047,1187.9411764705883,298.52941176470586,503.8235294117647,809.4117647058823,447.6470588235294,2205.2941176470586,169.11764705882354,11014.411764705885,2795.5882352941176,98.23529411764706,2153.823529411765,370.88235294117646,1190.294117647059,2312.6470588235293,222.7941176470588,760.2941176470589,274.3235294117647,2732.058823529412,5468.823529411765,1157.0588235294117,99.05882352941175,3137.058823529412,8425.588235294117,288.2352941176471,1012.3529411764706,83.52941176470588,28.676470588235293,221.1764705882353,13.0
Develop or implement procedures for ongoing Web site revision.,develop or implement procedures for ongoing web site revision,Develop specifications or procedures for website development or maintenance.,Develop technical specifications for products or operations.,Thinking Creatively,Web Developers,web developers,15-1134.00,Web and Digital Interface Designers,15-1255,15-1255.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0037690421431678,4.466801210898083,False,0.3336144230769231,3.47,100.0,0.1549732047810978,0.8500000000000001,E1,E1,98992.64705882352,72653.81487889274,83517.34429065743,88434.70588235294,77620.8910034602,128812.9411764706,91499.11764705884,90808.5294117647,86000.58823529411,110755.88235294116,87110.57958477509,97867.35294117648,98992.64705882352,70885.29411764706,85317.35294117648,71124.11764705883,66920.29411764706,71930.29411764706,79483.82352941176,76087.05882352941,98992.64705882352,103787.9411764706,106891.4705882353,88712.94117647059,90754.41176470587,70804.10899653978,85431.76470588235,70425.58823529411,72062.64705882352,81487.64705882352,96639.70588235294,95252.64705882352,59838.23529411765,111103.23529411764,97381.17647058824,67758.5294117647,90256.75605536332,77384.11764705883,85561.17647058824,96315.88235294116,102526.76470588236,79721.17647058824,77863.53806228373,68473.23529411765,95216.17647058824,100069.41176470587,92620.8910034602,99745.88235294116,130462.35294117648,74685.88235294117,93262.0588235294,67633.23529411765,61108.52076124567,47517.64705882353,98992.64705882352,62631.91176470588,482.9411764705882,74.11764705882354,898.2352941176471,468.1764705882353,18367.941176470587,2557.3529411764707,923.2352941176472,158.23529411764707,457.9411764705882,4334.558823529412,2226.470588235294,164.70588235294116,287.05882352941177,3047.058823529412,1027.6470588235293,559.7058823529412,332.3529411764706,448.8235294117647,311.1764705882353,287.3529411764705,1596.764705882353,2387.058823529412,1675.0,1378.8235294117646,212.35294117647047,1187.9411764705883,298.52941176470586,503.8235294117647,809.4117647058823,447.6470588235294,2205.2941176470586,169.11764705882354,11014.411764705885,2795.5882352941176,98.23529411764706,2153.823529411765,370.88235294117646,1190.294117647059,2312.6470588235293,222.7941176470588,760.2941176470589,274.3235294117647,2732.058823529412,5468.823529411765,1157.0588235294117,99.05882352941175,3137.058823529412,8425.588235294117,288.2352941176471,1012.3529411764706,83.52941176470588,28.676470588235293,221.1764705882353,13.0
Develop or implement procedures for ongoing Web site revision.,develop or implement procedures for ongoing web site revision,Develop specifications or procedures for website development or maintenance.,Develop technical specifications for products or operations.,Thinking Creatively,Web Administrators,web administrators,15-1199.03,Web Administrators,15-1299,15-1299.01,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0037690421431678,4.466801210898083,False,0.5165384615384616,3.65,100.0,0.4748865490419276,1.1,E1,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,187608.0,6800.0,1836.0,5510.000000000001,2896.0,207228.0,30509.0,8015.0,859.9999999999999,44471.0,13710.0,53339.0,5378.0,2689.0,28854.0,8636.0,9954.0,3465.0,1850.0,12979.0,899.9999999999999,49280.0,15953.0,19236.0,10807.0,3749.0,14340.0,1396.0,5895.0,6748.0,2508.0,31052.0,4266.0,11459.999999999998,39015.0,1887.0,6149.999999999999,8584.0,6334.0,14580.000000000002,2146.0,11118.0,240.0,28260.0,147425.0,17271.0,3413.0,43954.0,37128.0,8739.0,12100.0,440.0,724.0,2275.0,103.0
"Develop or implement production tracking or quality control systems, analyzing production, quality control, maintenance, or other operational reports to detect production problems.",develop or implement production tracking or quality control systems analyzing production quality control maintenance or other operational reports to detect production problems,Analyze data to inform operational decisions or activities.,Analyze data to improve operations.,Analyzing Data or Information,Industrial Production Managers,industrial production managers,11-3051.00,Industrial Production Managers,11-3051,11-3051.00,Industrial Production Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.912318616857055,False,1.0334896153846154,3.8,89.85,0.5285728991369028,1.046776287201674,E1,E2,126060.0,122520.0,113280.0,124810.0,118120.0,132620.0,141020.0,134780.0,153000.0,124420.0,119870.0,127820.0,124650.0,107340.0,127270.0,121500.0,106510.0,125750.0,112250.0,133210.0,124810.0,132540.0,148050.0,120660.0,123580.0,118660.0,117660.0,120690.0,107200.0,112270.0,146590.0,147260.0,124670.0,130470.0,125940.0,116050.0,109340.0,120570.0,119420.0,109140.0,124120.0,126880.0,107490.0,119430.0,130890.0,115290.0,114150.0,128230.0,145210.0,111760.0,126060.0,151490.0,100470.0,129740.0,126060.0,82561.0,3641.0,412.0,3651.0,2575.0,25276.0,1740.0,3380.0,372.0,50.0,9535.0,5542.0,131.0,1217.0,11637.0,9455.0,3641.0,2434.0,6467.0,2696.0,805.0,2494.0,4496.0,14403.0,5110.0,2303.0,4134.0,272.0,2173.0,1629.0,1549.0,6819.0,674.0,6669.0,9696.0,493.0,14373.0,2152.0,3168.0,10259.0,945.0,6427.0,724.0,6347.0,21323.0,2605.0,483.0,2585.0,4788.0,1006.0,1551.0,392.0,40.0,1056.0,17.0
"Develop or implement production tracking or quality control systems, analyzing production, quality control, maintenance, or other operational reports to detect production problems.",develop or implement production tracking or quality control systems analyzing production quality control maintenance or other operational reports to detect production problems,Implement organizational process or policy changes.,Implement procedures or processes.,Making Decisions and Solving Problems,Industrial Production Managers,industrial production managers,11-3051.00,Industrial Production Managers,11-3051,11-3051.00,Industrial Production Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.912318616857055,False,1.0334896153846154,3.8,89.85,0.5285728991369028,1.046776287201674,E1,E2,126060.0,122520.0,113280.0,124810.0,118120.0,132620.0,141020.0,134780.0,153000.0,124420.0,119870.0,127820.0,124650.0,107340.0,127270.0,121500.0,106510.0,125750.0,112250.0,133210.0,124810.0,132540.0,148050.0,120660.0,123580.0,118660.0,117660.0,120690.0,107200.0,112270.0,146590.0,147260.0,124670.0,130470.0,125940.0,116050.0,109340.0,120570.0,119420.0,109140.0,124120.0,126880.0,107490.0,119430.0,130890.0,115290.0,114150.0,128230.0,145210.0,111760.0,126060.0,151490.0,100470.0,129740.0,126060.0,82561.0,3641.0,412.0,3651.0,2575.0,25276.0,1740.0,3380.0,372.0,50.0,9535.0,5542.0,131.0,1217.0,11637.0,9455.0,3641.0,2434.0,6467.0,2696.0,805.0,2494.0,4496.0,14403.0,5110.0,2303.0,4134.0,272.0,2173.0,1629.0,1549.0,6819.0,674.0,6669.0,9696.0,493.0,14373.0,2152.0,3168.0,10259.0,945.0,6427.0,724.0,6347.0,21323.0,2605.0,483.0,2585.0,4788.0,1006.0,1551.0,392.0,40.0,1056.0,17.0
"Develop or implement production tracking or quality control systems, analyzing production, quality control, maintenance, or other operational reports to detect production problems.",develop or implement production tracking or quality control systems analyzing production quality control maintenance or other operational reports to detect production problems,Develop organizational methods or procedures.,"Develop organizational policies, systems, or processes.",Developing Objectives and Strategies,Industrial Production Managers,industrial production managers,11-3051.00,Industrial Production Managers,11-3051,11-3051.00,Industrial Production Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.912318616857055,False,1.0334896153846154,3.8,89.85,0.5285728991369028,1.046776287201674,E1,E2,126060.0,122520.0,113280.0,124810.0,118120.0,132620.0,141020.0,134780.0,153000.0,124420.0,119870.0,127820.0,124650.0,107340.0,127270.0,121500.0,106510.0,125750.0,112250.0,133210.0,124810.0,132540.0,148050.0,120660.0,123580.0,118660.0,117660.0,120690.0,107200.0,112270.0,146590.0,147260.0,124670.0,130470.0,125940.0,116050.0,109340.0,120570.0,119420.0,109140.0,124120.0,126880.0,107490.0,119430.0,130890.0,115290.0,114150.0,128230.0,145210.0,111760.0,126060.0,151490.0,100470.0,129740.0,126060.0,82561.0,3641.0,412.0,3651.0,2575.0,25276.0,1740.0,3380.0,372.0,50.0,9535.0,5542.0,131.0,1217.0,11637.0,9455.0,3641.0,2434.0,6467.0,2696.0,805.0,2494.0,4496.0,14403.0,5110.0,2303.0,4134.0,272.0,2173.0,1629.0,1549.0,6819.0,674.0,6669.0,9696.0,493.0,14373.0,2152.0,3168.0,10259.0,945.0,6427.0,724.0,6347.0,21323.0,2605.0,483.0,2585.0,4788.0,1006.0,1551.0,392.0,40.0,1056.0,17.0
"Develop or implement product-marketing strategies, including advertising campaigns or sales promotions.",develop or implement productmarketing strategies including advertising campaigns or sales promotions,Implement organizational process or policy changes.,Implement procedures or processes.,Making Decisions and Solving Problems,General and Operations Managers,general and operations managers,11-1021.00,General and Operations Managers,11-1021,11-1021.00,General and Operations Managers,Top Executives,Management Occupations,2026-05-31,0.0226142528590069,4.647966905458581,False,0.3537565384615385,3.57,51.98,0.0887071799572692,0.5,E2,E2,105770.0,111790.0,116630.0,94800.0,74050.0,124390.0,131840.0,137220.0,137220.0,168000.0,101580.0,103730.0,108180.0,80390.0,103570.0,108170.0,87690.0,92840.0,79370.0,101790.0,98860.0,117930.0,127220.0,99530.0,99340.0,106680.0,79300.0,91380.0,85090.0,99390.0,124680.0,173690.0,98630.0,130860.0,101950.0,98170.0,97700.0,90430.0,103490.0,103130.0,117380.0,106080.0,137400.0,106970.0,103230.0,97850.0,98640.0,122080.0,133750.0,82500.0,118730.0,99700.0,67690.0,73570.0,82850.0,3503020.0,30170.0,6020.0,110480.0,34570.0,300840.0,41870.0,39070.0,5000.0,36150.0,236290.0,111060.0,13380.0,24880.0,171300.0,47180.0,30760.0,24660.0,52100.0,43220.0,14770.0,96740.0,95880.0,85860.0,72860.0,10630.0,109020.0,11840.0,24030.0,38920.0,22110.0,53000.0,16330.0,206740.0,63740.0,11150.0,153160.0,43890.0,36190.0,172010.0,9150.0,32230.0,4280.0,63720.0,431310.0,42580.0,8000.0,103590.0,50630.0,15300.0,36910.0,7470.0,1580.0,7190.0,1040.0
"Develop or implement product-marketing strategies, including advertising campaigns or sales promotions.",develop or implement productmarketing strategies including advertising campaigns or sales promotions,Develop marketing plans or strategies.,Develop business or marketing plans.,Thinking Creatively,General and Operations Managers,general and operations managers,11-1021.00,General and Operations Managers,11-1021,11-1021.00,General and Operations Managers,Top Executives,Management Occupations,2026-05-31,0.0226142528590069,4.647966905458581,False,0.3537565384615385,3.57,51.98,0.0887071799572692,0.5,E2,E2,105770.0,111790.0,116630.0,94800.0,74050.0,124390.0,131840.0,137220.0,137220.0,168000.0,101580.0,103730.0,108180.0,80390.0,103570.0,108170.0,87690.0,92840.0,79370.0,101790.0,98860.0,117930.0,127220.0,99530.0,99340.0,106680.0,79300.0,91380.0,85090.0,99390.0,124680.0,173690.0,98630.0,130860.0,101950.0,98170.0,97700.0,90430.0,103490.0,103130.0,117380.0,106080.0,137400.0,106970.0,103230.0,97850.0,98640.0,122080.0,133750.0,82500.0,118730.0,99700.0,67690.0,73570.0,82850.0,3503020.0,30170.0,6020.0,110480.0,34570.0,300840.0,41870.0,39070.0,5000.0,36150.0,236290.0,111060.0,13380.0,24880.0,171300.0,47180.0,30760.0,24660.0,52100.0,43220.0,14770.0,96740.0,95880.0,85860.0,72860.0,10630.0,109020.0,11840.0,24030.0,38920.0,22110.0,53000.0,16330.0,206740.0,63740.0,11150.0,153160.0,43890.0,36190.0,172010.0,9150.0,32230.0,4280.0,63720.0,431310.0,42580.0,8000.0,103590.0,50630.0,15300.0,36910.0,7470.0,1580.0,7190.0,1040.0
Develop or implement quality control programs.,develop or implement quality control programs,Implement organizational process or policy changes.,Implement procedures or processes.,Making Decisions and Solving Problems,Construction Managers,construction managers,11-9021.00,Construction Managers,11-9021,11-9021.00,Construction Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.6,False,1.1791565384615383,4.42,95.0,0.8860227551020408,0.8999999999999999,E2,E2,114990.0,96960.0,139190.0,114680.0,86310.0,133160.0,124830.0,125190.0,132150.0,126430.0,113130.0,110810.0,128910.0,104600.0,109160.0,106390.0,99280.0,120810.0,97020.0,110010.0,110070.0,128330.0,145010.0,103230.0,123400.0,99520.0,112230.0,104480.0,100820.0,115250.0,129260.0,138230.0,104550.0,155360.0,106640.0,102070.0,101980.0,100690.0,131420.0,108250.0,103990.0,108110.0,118380.0,110200.0,101470.0,105200.0,103450.0,119110.0,155070.0,95740.0,114190.0,92320.0,96210.0,77380.0,89950.0,380360.0,8560.0,1720.0,9910.0,2280.0,34750.0,12550.0,3620.0,610.0,1250.0,34010.0,10740.0,2890.0,2280.0,19160.0,5450.0,3070.0,2960.0,2990.0,5530.0,1460.0,5770.0,9870.0,9620.0,5800.0,1640.0,3680.0,2140.0,3430.0,4460.0,660.0,6910.0,2480.0,10280.0,16310.0,1450.0,16130.0,1980.0,4300.0,6840.0,450.0,5620.0,1070.0,5860.0,59060.0,4217.0,930.0,7290.0,6010.0,600.0,6080.0,682.0,450.0,670.0,60.0
Develop or implement quality control programs.,develop or implement quality control programs,Develop procedures to evaluate organizational activities.,Develop operational or technical procedures or standards.,Developing Objectives and Strategies,Construction Managers,construction managers,11-9021.00,Construction Managers,11-9021,11-9021.00,Construction Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.6,False,1.1791565384615383,4.42,95.0,0.8860227551020408,0.8999999999999999,E2,E2,114990.0,96960.0,139190.0,114680.0,86310.0,133160.0,124830.0,125190.0,132150.0,126430.0,113130.0,110810.0,128910.0,104600.0,109160.0,106390.0,99280.0,120810.0,97020.0,110010.0,110070.0,128330.0,145010.0,103230.0,123400.0,99520.0,112230.0,104480.0,100820.0,115250.0,129260.0,138230.0,104550.0,155360.0,106640.0,102070.0,101980.0,100690.0,131420.0,108250.0,103990.0,108110.0,118380.0,110200.0,101470.0,105200.0,103450.0,119110.0,155070.0,95740.0,114190.0,92320.0,96210.0,77380.0,89950.0,380360.0,8560.0,1720.0,9910.0,2280.0,34750.0,12550.0,3620.0,610.0,1250.0,34010.0,10740.0,2890.0,2280.0,19160.0,5450.0,3070.0,2960.0,2990.0,5530.0,1460.0,5770.0,9870.0,9620.0,5800.0,1640.0,3680.0,2140.0,3430.0,4460.0,660.0,6910.0,2480.0,10280.0,16310.0,1450.0,16130.0,1980.0,4300.0,6840.0,450.0,5620.0,1070.0,5860.0,59060.0,4217.0,930.0,7290.0,6010.0,600.0,6080.0,682.0,450.0,670.0,60.0
"Develop or implement software tools to assist in the detection, prevention, and analysis of security threats.",develop or implement software tools to assist in the detection prevention and analysis of security threats,Develop software or computer applications.,Design computer or information systems or applications.,Thinking Creatively,"Computer Occupations, All Other",computer occupations all other,15-1199.00,Information Security Engineers,15-1299,15-1299.05,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0226142528590069,4.66260817065808,False,0.6743061538461539,3.71,89.47,0.5102766278353831,1.1,E2,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,17371.0,630.0,170.0,5510.0,268.0,19188.0,2825.0,742.0,860.0,4118.0,13710.0,4939.0,498.0,249.0,2672.0,800.0,922.0,321.0,1850.0,1202.0,900.0,4563.0,1477.0,1781.0,1001.0,347.0,14340.0,129.0,546.0,625.0,232.0,2875.0,395.0,11460.0,3612.0,175.0,6150.0,795.0,587.0,14580.0,199.0,1029.0,240.0,2617.0,13650.0,1599.0,316.0,4070.0,3438.0,809.0,1120.0,41.0,67.0,211.0,10.0
"Develop or implement software tools to assist in the detection, prevention, and analysis of security threats.",develop or implement software tools to assist in the detection prevention and analysis of security threats,Install computer software.,"Set up computer systems, networks, or other information systems.",Working with Computers,"Computer Occupations, All Other",computer occupations all other,15-1199.00,Information Security Engineers,15-1299,15-1299.05,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0226142528590069,4.66260817065808,False,0.6743061538461539,3.71,89.47,0.5102766278353831,1.1,E2,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,17371.0,630.0,170.0,5510.0,268.0,19188.0,2825.0,742.0,860.0,4118.0,13710.0,4939.0,498.0,249.0,2672.0,800.0,922.0,321.0,1850.0,1202.0,900.0,4563.0,1477.0,1781.0,1001.0,347.0,14340.0,129.0,546.0,625.0,232.0,2875.0,395.0,11460.0,3612.0,175.0,6150.0,795.0,587.0,14580.0,199.0,1029.0,240.0,2617.0,13650.0,1599.0,316.0,4070.0,3438.0,809.0,1120.0,41.0,67.0,211.0,10.0
"Develop or install software, such as firewalls and data encryption programs, to protect sensitive information.",develop or install software such as firewalls and data encryption programs to protect sensitive information,Develop software or computer applications.,Design computer or information systems or applications.,Thinking Creatively,"Computer Occupations, All Other",computer occupations all other,15-1199.00,Information Security Engineers,15-1299,15-1299.05,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0226142528590069,4.7728,False,0.3749242307692307,4.11,94.74,0.1796690997953659,0.7,E2,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,17371.0,630.0,170.0,5510.0,268.0,19188.0,2825.0,742.0,860.0,4118.0,13710.0,4939.0,498.0,249.0,2672.0,800.0,922.0,321.0,1850.0,1202.0,900.0,4563.0,1477.0,1781.0,1001.0,347.0,14340.0,129.0,546.0,625.0,232.0,2875.0,395.0,11460.0,3612.0,175.0,6150.0,795.0,587.0,14580.0,199.0,1029.0,240.0,2617.0,13650.0,1599.0,316.0,4070.0,3438.0,809.0,1120.0,41.0,67.0,211.0,10.0
"Develop or install software, such as firewalls and data encryption programs, to protect sensitive information.",develop or install software such as firewalls and data encryption programs to protect sensitive information,Install computer software.,"Set up computer systems, networks, or other information systems.",Working with Computers,"Computer Occupations, All Other",computer occupations all other,15-1199.00,Information Security Engineers,15-1299,15-1299.05,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0226142528590069,4.7728,False,0.3749242307692307,4.11,94.74,0.1796690997953659,0.7,E2,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,17371.0,630.0,170.0,5510.0,268.0,19188.0,2825.0,742.0,860.0,4118.0,13710.0,4939.0,498.0,249.0,2672.0,800.0,922.0,321.0,1850.0,1202.0,900.0,4563.0,1477.0,1781.0,1001.0,347.0,14340.0,129.0,546.0,625.0,232.0,2875.0,395.0,11460.0,3612.0,175.0,6150.0,795.0,587.0,14580.0,199.0,1029.0,240.0,2617.0,13650.0,1599.0,316.0,4070.0,3438.0,809.0,1120.0,41.0,67.0,211.0,10.0
Develop or integrate control feature requirements.,develop or integrate control feature requirements,Determine design criteria or specifications.,Develop technical specifications for products or operations.,Thinking Creatively,Automotive Engineers,automotive engineers,17-2141.02,Automotive Engineers,17-2141,17-2141.02,Mechanical Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.616720057869174,False,0.2858934615384615,3.44,85.71,0.051948721040608,0.3,E1,E1,104110.0,100230.0,124340.0,100270.0,80180.0,130900.0,124430.0,105090.0,125130.0,133300.0,99980.0,100620.0,98740.0,93190.0,102680.0,99590.0,97700.0,86260.0,101050.0,119540.0,102430.0,122870.0,119300.0,104890.0,99140.0,98000.0,99330.0,94190.0,88060.0,102680.0,103660.0,112300.0,157710.0,102440.0,100720.0,86330.0,99100.0,101850.0,103470.0,97920.0,116230.0,104580.0,88380.0,99550.0,112410.0,102500.0,107330.0,104180.0,110430.0,97390.0,95870.0,117750.0,61510.0,72240.0,104110.0,174140.0,2352.0,446.0,5926.0,1655.0,35824.0,8437.0,5398.0,716.0,510.0,12602.0,6207.0,622.0,1256.0,13834.0,10197.0,4072.0,5433.0,4893.0,2218.0,1044.0,7686.0,7680.0,40635.0,6911.0,1842.0,5715.0,587.0,1115.0,1655.0,3239.0,4905.0,3180.0,10080.0,11218.0,927.0,16885.0,2664.0,3426.0,15900.0,1831.0,6782.0,657.0,4611.0,25909.0,3954.0,622.0,8765.0,9669.0,892.0,8765.0,270.0,164.0,575.0,30.0
"Develop or maintain archived procedures, procedural codes, or queries for applications.",develop or maintain archived procedures procedural codes or queries for applications,Develop procedures for data management.,Develop operational or technical procedures or standards.,Developing Objectives and Strategies,Database Administrators,database administrators,15-1141.00,Database Architects,15-1243,15-1243.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.442644264426443,False,0.4778846153846154,3.25,95.24,0.0600041332175975,0.2,E1,E1,124813.68421052632,100586.84210526316,110946.31578947368,134281.05263157896,94979.47368421052,146117.8947368421,139309.47368421053,129222.1052631579,128056.84210526316,136759.47368421053,123920.0,125735.7894736842,113602.1052631579,106340.0,126563.15789473684,114834.2105263158,114427.36842105264,117434.2105263158,109395.7894736842,113637.39612188366,106753.68421052632,129302.1052631579,148028.94736842104,117875.7894736842,119428.94736842104,93944.2105263158,106233.15789473684,98676.31578947368,119877.8947368421,127345.26315789472,119830.0,122924.73684210528,109739.47368421052,126423.68421052632,125901.57894736844,96503.68421052632,117870.0,103882.63157894736,122254.2105263158,114412.13296398892,125877.8947368421,114690.52631578948,113803.15789473684,115308.94736842104,135803.68421052632,133428.42105263157,116146.8698060942,132132.63157894736,124288.42105263156,103203.71191135734,121898.42105263156,106988.97506925208,124813.68421052632,77203.15789473684,124813.68421052632,48904.73684210527,931.0526315789474,78.42105263157895,1166.3157894736842,385.2631578947368,6643.684210526316,1642.6315789473686,1001.0526315789472,369.5263157894737,693.1578947368421,2652.1052631578946,2535.263157894737,76.8421052631579,226.3157894736842,1905.7894736842104,681.0526315789473,290.5263157894737,393.6842105263158,476.3157894736842,472.3684210526316,219.4736842105263,1761.578947368421,2530.0,1288.9473684210527,1147.3684210526314,142.10526315789474,1296.3157894736842,218.94736842105263,547.0,403.1578947368421,174.73684210526315,2551.052631578947,309.4736842105263,3740.5263157894738,3164.736842105264,68.42105263157895,1836.842105263158,830.5263157894738,868.9473684210526,2675.789473684211,210.52631578947367,1088.421052631579,94.73684210526316,1226.842105263158,7495.263157894737,870.0,105.52631578947368,5546.315789473685,2459.4736842105262,170.5263157894737,814.7368421052632,134.73684210526315,21.000000000000004,106.3157894736842,10.0
"Develop or maintain cost estimates, forecasts, or cost models.",develop or maintain cost estimates forecasts or cost models,Estimate costs of goods or services.,Determine values or prices of goods or services.,Making Decisions and Solving Problems,Logistics Engineers,logistics engineers,13-1081.01,Logistics Engineers,13-1081,13-1081.01,Logisticians and Project Management Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.878183276518949,False,0.3117476923076923,3.71,95.65,0.2396945060367515,0.9980676091452207,E1,E2,82320.0,98450.0,87280.0,77620.0,78400.0,92890.0,96090.0,85450.0,96090.0,104770.0,76410.0,77570.0,100340.0,73920.0,80100.0,77670.0,78740.0,69520.0,68420.0,75230.0,77780.0,102700.0,100360.0,83200.0,82320.0,75160.0,78350.0,81270.0,65370.0,79600.0,81270.0,92280.0,98430.0,88240.0,80780.0,72800.0,83460.0,86600.0,83180.0,79340.0,76180.0,80330.0,80020.0,71280.0,75480.0,83300.0,83560.0,98920.0,107250.0,71590.0,73180.0,85550.0,65440.0,54380.0,68790.0,94678.0,5872.0,600.0,5431.0,2512.0,37269.0,5080.0,2489.0,588.0,1527.0,16994.0,14233.0,645.0,645.0,16032.0,3890.0,2806.0,2014.0,2930.0,1935.0,645.0,7739.0,5940.0,11620.0,3903.0,1765.0,3892.0,317.0,1697.0,1460.0,781.0,7105.0,962.0,7841.0,8893.0,351.0,10172.0,4333.0,3587.0,11292.0,622.0,5940.0,238.0,5646.0,23794.0,4254.0,294.0,11925.0,6415.0,668.0,5816.0,136.0,147.0,1256.0,45.0
Develop or maintain internal or external company Web sites.,develop or maintain internal or external company web sites,Develop computer or online applications.,Design computer or information systems or applications.,Thinking Creatively,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",secretaries and administrative assistants except legal medical and executive,43-6014.00,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",43-6014,43-6014.00,Secretaries and Administrative Assistants,Secretaries and Administrative Assistants,Office and Administrative Support Occupations,2026-05-31,0.0791498850065242,4.460919424605171,False,0.5431365384615384,3.1,33.58,0.9944619375691062,3.606460139414282,E1,E1,47540.0,41630.0,48530.0,47940.0,37630.0,55400.0,48690.0,57210.0,47970.0,59910.0,45900.0,41600.0,50830.0,43710.0,48310.0,44270.0,45150.0,42270.0,44200.0,38790.0,49820.0,48680.0,57940.0,46020.0,51400.0,37340.0,43540.0,43940.0,46760.0,46570.0,48080.0,50260.0,46450.0,49600.0,45790.0,47480.0,46230.0,39660.0,51740.0,46270.0,52140.0,44880.0,41700.0,45810.0,45140.0,47050.0,48920.0,47620.0,57330.0,40370.0,47710.0,45450.0,36030.0,25730.0,44040.0,1706790.0,45050.0,5390.0,31220.000000000004,8590.0,158630.0,29120.0,22650.0,6320.0,11800.0,104000.0,44430.0,7020.0,7570.0,74280.0,20100.0,12830.0,32120.000000000004,18420.0,28040.0,6740.0,54890.0,37750.0,40830.0,31330.0,14720.0,33180.0,4520.0,16240.000000000002,16790.0,9050.0,65960.0,25430.0,122490.0,43690.0,5800.0,54790.0,20120.0,23150.0,65310.0,5200.0,30180.0,6120.0,34580.0,149650.0,14870.0,3360.0,31580.000000000004,31710.0,8820.0,28100.0,2250.0,1610.0,17810.0,530.0
Develop or maintain online help documentation.,develop or maintain online help documentation,Write informational material.,Prepare informational or instructional materials.,Documenting/Recording Information,Technical Writers,technical writers,27-3042.00,Technical Writers,27-3042,27-3042.00,Writers and Editors,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0565356321475172,4.857157197349929,False,2.111279230769231,3.94,73.46,0.7186986001556884,0.5,E1,E1,90390.0,85840.0,83200.0,79780.0,61180.0,104000.0,100610.0,101870.0,90370.0,117810.0,86240.0,73070.0,90390.0,90390.0,88700.0,75510.0,66520.0,73550.0,81070.0,63790.0,90390.0,100990.0,109200.0,85270.0,83270.0,65220.0,80840.0,75070.0,90390.0,88750.0,96300.0,122320.0,94970.0,98310.0,86320.0,72990.0,76480.0,69760.0,84000.0,87620.0,102360.0,82540.0,63350.0,79550.0,82750.0,80270.0,87860.0,93600.0,104070.0,90390.0,80030.0,90390.0,90390.0,46950.0,90390.0,45500.0,630.0,130.0,730.0,150.0,5280.0,1320.0,770.0,80.0,440.0,2550.0,1680.0,30.0,430.0,1040.0,540.0,640.0,480.0,340.0,320.0,310.0,1780.0,1850.0,970.0,910.0,70.0,500.0,160.0,190.0,230.0,230.0,1550.0,420.0,1610.0,2860.0,70.0,1350.0,600.0,590.0,1330.0,150.0,700.0,70.0,480.0,3340.0,570.0,60.0,2280.0,1620.0,130.0,910.0,30.0,19.0,60.0,9.0
"Develop or recommend network security measures, such as firewalls, network security audits, or automated security probes.",develop or recommend network security measures such as firewalls network security audits or automated security probes,Develop computer or information security policies or procedures.,Develop operational or technical procedures or standards.,Developing Objectives and Strategies,Computer Network Architects,computer network architects,15-1143.00,Computer Network Architects,15-1241,15-1241.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.539046653144016,False,1.0984615384615384,4.35,100.0,0.9331563554555684,1.1,E2,E1,134050.0,130810.0,119720.0,130890.0,110400.0,158870.0,139230.0,143890.0,148390.0,137670.0,132800.0,133890.0,108000.0,107620.0,132790.0,124190.0,103050.0,100610.0,103740.0,106620.0,108570.0,159460.0,155060.0,112040.0,133270.0,90990.0,103130.0,104300.0,116420.0,138060.0,125420.0,162350.0,109080.0,140390.0,127320.0,108990.0,131070.0,109450.0,135660.0,131840.0,131320.0,134990.0,153390.0,123860.0,133310.0,121000.0,110930.0,141340.0,168070.0,122520.0,131720.0,100520.0,134050.0,78200.0,134050.0,98010.0,4580.0,131.0,4351.0,992.0,16217.0,17864.0,1712.0,829.0,1625.0,10219.0,8387.0,349.0,785.0,8517.0,2214.0,1276.0,1930.0,1865.0,513.0,622.0,6391.0,6838.0,3501.0,2225.0,729.0,3664.0,273.0,1472.0,1101.0,611.0,6173.0,458.0,10688.0,9106.0,251.0,5616.0,1440.0,1679.0,6631.0,502.0,2127.0,458.0,4722.0,14886.0,1450.0,142.0,10230.0,5158.0,393.0,2367.0,55.0,41.0,262.0,20.0
"Develop or recommend network security measures, such as firewalls, network security audits, or automated security probes.",develop or recommend network security measures such as firewalls network security audits or automated security probes,Recommend changes to improve computer or information systems.,Advise others on the design or use of technologies.,Providing Consultation and Advice to Others,Computer Network Architects,computer network architects,15-1143.00,Computer Network Architects,15-1241,15-1241.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.539046653144016,False,1.0984615384615384,4.35,100.0,0.9331563554555684,1.1,E2,E1,134050.0,130810.0,119720.0,130890.0,110400.0,158870.0,139230.0,143890.0,148390.0,137670.0,132800.0,133890.0,108000.0,107620.0,132790.0,124190.0,103050.0,100610.0,103740.0,106620.0,108570.0,159460.0,155060.0,112040.0,133270.0,90990.0,103130.0,104300.0,116420.0,138060.0,125420.0,162350.0,109080.0,140390.0,127320.0,108990.0,131070.0,109450.0,135660.0,131840.0,131320.0,134990.0,153390.0,123860.0,133310.0,121000.0,110930.0,141340.0,168070.0,122520.0,131720.0,100520.0,134050.0,78200.0,134050.0,98010.0,4580.0,131.0,4351.0,992.0,16217.0,17864.0,1712.0,829.0,1625.0,10219.0,8387.0,349.0,785.0,8517.0,2214.0,1276.0,1930.0,1865.0,513.0,622.0,6391.0,6838.0,3501.0,2225.0,729.0,3664.0,273.0,1472.0,1101.0,611.0,6173.0,458.0,10688.0,9106.0,251.0,5616.0,1440.0,1679.0,6631.0,502.0,2127.0,458.0,4722.0,14886.0,1450.0,142.0,10230.0,5158.0,393.0,2367.0,55.0,41.0,262.0,20.0
Develop or review specifications for design or construction of security systems.,develop or review specifications for design or construction of security systems,Develop technical specifications for systems or equipment.,Develop technical specifications for products or operations.,Thinking Creatively,Security Management Specialists,security management specialists,13-1199.02,Security Management Specialists,13-1199,13-1199.07,Miscellaneous Business Operations Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.7692,False,0.1364084615384615,3.53,95.0,0.6060341950113382,6.800000000000001,E2,E2,83050.0,100240.0,94740.0,83280.0,61240.0,87570.0,92520.0,85530.0,95040.0,108160.0,79650.0,78410.0,92620.0,76400.0,82070.0,79030.0,80470.0,83350.0,74690.0,63220.0,78830.0,101500.0,93270.0,81810.0,77820.0,76980.0,80420.0,74990.0,77980.0,67330.0,83740.0,91060.0,79100.0,83450.0,80230.0,80500.0,79350.0,93640.0,77170.0,80590.0,88130.0,79110.0,85340.0,78690.0,80820.0,80190.0,71710.0,85200.0,100360.0,69240.0,67370.0,74060.0,88610.0,46700.0,65170.0,465402.0,11970.0,3459.0,20909.0,14042.0,265432.0,78208.0,9641.0,2740.0,64714.0,113417.0,115506.0,4030.0,4692.0,56409.0,10771.0,16953.0,16799.0,10052.0,29129.0,7244.0,68190.0,30670.0,35859.0,28102.0,7072.0,15769.999999999998,8151.0,4350.0,15652.0,3288.0,58584.0,14470.0,49302.0,70519.0,3100.0,54268.0,9761.0,25550.0,46665.0,3836.0,15258.0,1610.0,20190.0,178559.0,5160.0,4178.0,77335.0,88449.0,6970.0,20909.0,3031.0,805.0,16029.0,634.0
"Develop or revise business plans for online business, emphasizing factors such as product line, pricing, inventory, or marketing strategy.",develop or revise business plans for online business emphasizing factors such as product line pricing inventory or marketing strategy,Develop financial or business plans.,Develop financial or business plans.,Thinking Creatively,Online Merchants,online merchants,13-1199.06,Online Merchants,13-1199,13-1199.06,Miscellaneous Business Operations Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.469473243271547,False,0.4127357692307692,3.59,78.32,0.5695642977050355,2.407261344292766,E2,E2,83050.0,100240.0,94740.0,83280.0,61240.0,87570.0,92520.0,85530.0,95040.0,108160.0,79650.0,78410.0,92620.0,76400.0,82070.0,79030.0,80470.0,83350.0,74690.0,63220.0,78830.0,101500.0,93270.0,81810.0,77820.0,76980.0,80420.0,74990.0,77980.0,67330.0,83740.0,91060.0,79100.0,83450.0,80230.0,80500.0,79350.0,93640.0,77170.0,80590.0,88130.0,79110.0,85340.0,78690.0,80820.0,80190.0,71710.0,85200.0,100360.0,69240.0,67370.0,74060.0,88610.0,46700.0,65170.0,304887.0,7842.0,2266.0,13698.0,9199.0,173886.0,51235.0,6316.0,1795.0,42395.0,74300.0,75669.0,4030.0,3074.0,36954.0,7056.0,11106.0,11005.0,6585.0,19083.0,4745.0,44672.0,20092.0,23491.0,18410.0,4633.0,15770.0,5340.0,2849.0,10254.0,2154.0,38378.0,9480.0,32298.0,46198.0,2031.0,35551.0,6395.0,16738.0,30570.0,2513.0,9996.0,1055.0,13227.0,116975.0,3380.0,2737.0,50663.0,57943.0,4566.0,13698.0,1986.0,527.0,10500.0,415.0
"Develop or specify standards, methods, or procedures to determine product quality or release readiness.",develop or specify standards methods or procedures to determine product quality or release readiness,Develop performance metrics or standards related to information technology.,Develop technical specifications for products or operations.,Thinking Creatively,"Software Developers, Applications",software developers applications,15-1132.00,Software Quality Assurance Analysts and Testers,15-1253,15-1253.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.6857,False,0.3219957692307692,4.12,97.06,0.1674465652097544,0.7999999999999999,E2,E1,114549.41176470587,108307.0588235294,114549.41176470587,110045.29411764706,111294.89619377164,143515.58823529413,128445.88235294116,109510.0,114782.35294117648,114191.17647058824,110165.0,112089.11764705884,109759.70588235294,120062.54325259516,113710.0,93134.70588235294,97098.82352941176,100614.41176470587,88776.76470588235,78453.82352941176,98043.23529411764,120022.9411764706,136121.76470588235,107406.76470588236,110872.0588235294,84885.29411764706,98662.0588235294,109772.9411764706,102180.29411764706,119163.13148788927,117653.5294117647,124798.5294117647,119148.82352941176,135779.41176470587,111493.5294117647,90934.11764705884,103205.58823529413,90770.58823529413,119530.58823529413,103874.70588235294,111107.64705882352,107836.76470588236,77240.29411764706,101195.58823529413,111652.9411764706,97212.0588235294,92335.88235294116,126400.88235294116,140793.5294117647,81291.17647058824,100160.58823529413,114750.1903114187,114549.41176470587,67413.23529411765,114549.41176470587,672406.1764705882,6836.176470588235,1117.8529411764705,14941.764705882351,5745.588235294118,110753.52941176471,17472.05882352941,5204.117647058823,1445.2941176470588,2494.1176470588234,35416.17647058824,20889.117647058825,2341.4117647058824,2239.1176470588234,22635.29411764706,5660.588235294117,3601.176470588235,5164.705882352941,3080.2941176470586,1624.4117647058824,1166.470588235294,14120.294117647058,20082.647058823528,16414.70588235294,13390.588235294115,845.0000000000001,8459.117647058823,800.2941176470589,3187.6470588235293,2321.470588235294,4027.941176470588,21115.29411764706,1585.5882352941176,43799.70588235294,24930.58823529412,604.4117647058824,17467.35294117647,3321.7647058823527,8307.35294117647,21156.17647058824,1910.8823529411768,5457.352941176471,918.8235294117646,7191.764705882353,66272.05882352941,12092.35294117647,677.9411764705883,35434.117647058825,40018.82352941176,1121.1764705882351,9600.882352941177,1304.3529411764705,286.0,836.1764705882354,138.0
"Develop or test models of alternate designs or processing methods to assess feasibility, sustainability, operating condition effects, potential new applications, or necessity of modification.",develop or test models of alternate designs or processing methods to assess feasibility sustainability operating condition effects potential new applications or necessity of modification,"Test performance of electrical, electronic, mechanical, or integrated systems or equipment.",Test performance of equipment or systems.,"Inspecting Equipment, Structures, or Materials",Mechanical Engineers,mechanical engineers,17-2141.00,Mechanical Engineers,17-2141,17-2141.00,Mechanical Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.781102044927975,False,0.5195769230769232,3.37,83.87,1.4583905773260433,3.948247524608231,E0,E2,104110.0,100230.0,124340.0,100270.0,80180.0,130900.0,124430.0,105090.0,125130.0,133300.0,99980.0,100620.0,98740.0,93190.0,102680.0,99590.0,97700.0,86260.0,101050.0,119540.0,102430.0,122870.0,119300.0,104890.0,99140.0,98000.0,99330.0,94190.0,88060.0,102680.0,103660.0,112300.0,157710.0,102440.0,100720.0,86330.0,99100.0,101850.0,103470.0,97920.0,116230.0,104580.0,88380.0,99550.0,112410.0,102500.0,107330.0,104180.0,110430.0,97390.0,95870.0,117750.0,61510.0,72240.0,104110.0,122670.0,1656.0,314.0,4174.0,1165.0,25236.0,5943.0,3802.0,504.0,510.00000000000006,8878.0,4373.0,438.0,884.0,9746.0,7183.0,2868.0,3827.0,3447.0,1562.0,736.0,5414.0,7679.999999999999,28625.0,4869.0,1298.0,4025.0,413.0,785.0,1165.0,2281.0,3455.0,2240.0,7100.0,7902.0,653.0,11895.0,1876.0,2414.0,11200.0,1289.0,4778.0,463.0,3249.0,18251.0,2786.0,438.0,6175.0,6811.0,628.0,6175.0,190.0,116.0,405.0,30.0
"Develop or test models of alternate designs or processing methods to assess feasibility, sustainability, operating condition effects, potential new applications, or necessity of modification.",develop or test models of alternate designs or processing methods to assess feasibility sustainability operating condition effects potential new applications or necessity of modification,Create models of engineering designs or methods.,"Develop models of systems, processes, or products.",Thinking Creatively,Mechanical Engineers,mechanical engineers,17-2141.00,Mechanical Engineers,17-2141,17-2141.00,Mechanical Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.781102044927975,False,0.5195769230769232,3.37,83.87,1.4583905773260433,3.948247524608231,E0,E2,104110.0,100230.0,124340.0,100270.0,80180.0,130900.0,124430.0,105090.0,125130.0,133300.0,99980.0,100620.0,98740.0,93190.0,102680.0,99590.0,97700.0,86260.0,101050.0,119540.0,102430.0,122870.0,119300.0,104890.0,99140.0,98000.0,99330.0,94190.0,88060.0,102680.0,103660.0,112300.0,157710.0,102440.0,100720.0,86330.0,99100.0,101850.0,103470.0,97920.0,116230.0,104580.0,88380.0,99550.0,112410.0,102500.0,107330.0,104180.0,110430.0,97390.0,95870.0,117750.0,61510.0,72240.0,104110.0,122670.0,1656.0,314.0,4174.0,1165.0,25236.0,5943.0,3802.0,504.0,510.00000000000006,8878.0,4373.0,438.0,884.0,9746.0,7183.0,2868.0,3827.0,3447.0,1562.0,736.0,5414.0,7679.999999999999,28625.0,4869.0,1298.0,4025.0,413.0,785.0,1165.0,2281.0,3455.0,2240.0,7100.0,7902.0,653.0,11895.0,1876.0,2414.0,11200.0,1289.0,4778.0,463.0,3249.0,18251.0,2786.0,438.0,6175.0,6811.0,628.0,6175.0,190.0,116.0,405.0,30.0
"Develop or update project plans for information technology projects including information such as project objectives, technologies, systems, information specifications, schedules, funding, and staffing.",develop or update project plans for information technology projects including information such as project objectives technologies systems information specifications schedules funding and staffing,Develop detailed project plans.,Plan work activities.,"Organizing, Planning, and Prioritizing Work",Information Technology Project Managers,information technology project managers,15-1199.09,Information Technology Project Managers,15-1299,15-1299.09,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0226142528590069,4.773867809057528,False,0.780056923076923,4.05,100.0,1.076928468321615,1.651707357568156,E2,E2,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,45756.0,1658.0,448.0,5510.0,706.0,50541.0,7441.0,1955.0,860.0,10846.0,13709.999999999998,13009.0,1312.0,656.0,7037.0,2106.0,2428.0,845.0,1850.0,3166.0,900.0,12019.0,3891.0,4692.0,2636.0,914.0,14340.000000000002,341.0,1438.0,1646.0,612.0,7573.0,1040.0,11460.0,9515.0,460.0,6150.0,2094.0,1545.0,14580.0,523.0,2711.0,240.0,6892.0,35956.0,4212.0,832.0,10720.0,9055.0,2131.0,2951.0,107.0,177.0,555.0,25.0
"Develop or update project plans including information such as objectives, technologies, schedules, funding, and staffing.",develop or update project plans including information such as objectives technologies schedules funding and staffing,Develop detailed project plans.,Plan work activities.,"Organizing, Planning, and Prioritizing Work","Managers, All Other",managers all other,11-9199.00,Project Management Specialists,13-1082,13-1082.00,Logisticians and Project Management Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0339213792885103,4.79404185135553,False,0.3221632638221153,3.8380625,94.4514375,0.641627628470391,1.9920804319529373,E2,E2,95304.6153846154,90272.30769230767,90693.84615384616,92126.92307692308,68699.23076923077,108183.84615384616,106034.6153846154,96861.53846153848,113917.57396449705,107678.46153846152,93593.07692307692,96395.3846153846,78972.30769230769,95442.30769230767,95420.76923076923,85093.84615384616,87856.92307692308,90773.07692307692,81216.92307692308,77939.23076923077,95968.46153846152,97018.46153846152,106577.69230769233,90176.15384615384,100875.3846153846,75423.84615384616,91263.07692307692,90171.4201183432,74956.15384615384,94533.84615384616,87566.92307692308,112706.15384615384,103380.65088757395,114070.76923076923,93795.3846153846,95896.8047337278,84283.84615384616,83833.84615384616,97086.15384615384,90562.30769230767,99778.46153846152,90138.46153846152,80326.92307692308,81163.84615384616,92304.6153846154,91390.76923076923,84344.61538461539,106673.84615384616,115738.46153846152,78096.92307692308,91290.76923076923,92452.30769230767,75965.26627218934,58864.61538461538,81413.72781065089,750150.0000000001,2266.923076923077,1386.923076923077,16138.46153846154,3885.384615384616,81340.0,22713.07692307692,5862.307692307692,1940.1538461538464,3588.4615384615386,53677.69230769231,20263.07692307692,1095.3846153846157,4014.6153846153848,19820.000000000004,8391.538461538461,4843.076923076923,4205.384615384615,7188.461538461538,5600.769230769231,1835.384615384616,21425.384615384617,15520.0,18050.0,13197.692307692309,3018.4615384615386,14970.76923076923,2789.846153846154,2303.846153846154,5865.384615384616,2710.7692307692305,20287.69230769231,3022.3076923076924,47500.0,25430.76923076923,2031.692307692308,24112.30769230769,7798.461538461539,13703.076923076922,25402.30769230769,2698.4615384615386,11932.307692307691,956.1538461538462,14552.307692307691,97089.23076923077,11502.307692307691,906.9230769230768,30460.0,25283.07692307692,1775.3846153846152,15013.076923076924,838.4615384615385,375.0769230769231,1650.0,109.6923076923077
"Develop or validate product-specific test protocols, acceptance thresholds, or inspection tools for quality control testing or performance measurement.",develop or validate productspecific test protocols acceptance thresholds or inspection tools for quality control testing or performance measurement,Devise research or testing protocols.,Develop research plans or methodologies.,Thinking Creatively,Microsystems Engineers,microsystems engineers,17-2199.06,Microsystems Engineers,17-2199,17-2199.06,Miscellaneous Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.879355488418933,True,0.3252911538461538,3.12,46.81,0.3005143863388261,2.789700078125053,E1,E2,122930.0,152550.0,142390.0,102280.0,76940.0,130850.0,132590.0,124110.0,103580.0,151920.0,105410.0,112260.0,122800.0,130970.0,111930.0,120880.0,103090.0,76100.0,99830.0,99070.0,120430.0,129770.0,131260.0,121000.0,108850.0,111030.0,102980.0,97470.0,88490.0,103780.0,128130.0,132450.0,162070.0,117600.0,112450.0,100250.0,120470.0,119810.0,123220.0,108950.0,117080.0,110490.0,112260.0,96640.0,115810.0,110320.0,126550.0,148160.0,134570.0,118800.0,110360.0,113050.0,100010.0,81370.0,122930.0,24149.0,3796.0,219.0,1887.0,900.0,31391.0,2787.0,2666.0,75.0,3906.0,9436.0,4520.0,1207.0,614.0,2765.0,1690.0,1207.0,856.0,549.0,6923.0,647.0,8053.0,3127.0,8448.0,1415.0,527.0,2030.0,263.0,329.0,955.0,669.0,4981.0,2403.0,6320.0,4685.0,241.0,7680.0,944.0,2227.0,3566.0,417.0,1404.0,121.0,4828.0,11872.0,1920.0,428.0,5552.0,3928.0,724.0,757.0,121.0,88.0,976.0,5.0
"Develop performance standards, and evaluate work in light of established standards.",develop performance standards and evaluate work in light of established standards,Develop performance metrics or standards related to information technology.,Develop technical specifications for products or operations.,Thinking Creatively,Computer and Information Research Scientists,computer and information research scientists,15-1111.00,Computer and Information Research Scientists,15-1221,15-1221.00,Computer and Information Research Scientists,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.7648,False,0.9402834615384617,3.14,77.68,0.1894081105387949,0.3,E2,E1,140300.0,117870.0,140300.0,129760.0,140300.0,159100.0,133160.0,131650.0,140300.0,144190.0,119810.0,92250.0,134350.0,140300.0,136540.0,85460.0,140300.0,140300.0,140300.0,115210.0,140300.0,145310.0,170510.0,82590.0,135850.0,109050.0,127820.0,140300.0,140300.0,134310.0,136160.0,140840.0,165690.0,181990.0,128370.0,140300.0,135510.0,93100.0,206220.0,130300.0,121470.0,126980.0,140300.0,108830.0,121210.0,94700.0,140300.0,157390.0,202400.0,140300.0,140300.0,140300.0,140300.0,140300.0,140300.0,37200.0,570.0,77.0,360.0,310.0,8440.0,400.0,403.0,115.0,330.0,1070.0,810.0,70.0,70.0,630.0,720.0,371.0,342.0,475.0,140.0,152.0,2870.0,1760.0,530.0,30.0,300.0,230.0,122.0,243.0,80.0,90.0,1580.0,490.0,1950.0,600.0,102.0,280.0,590.0,730.0,330.0,500.0,430.0,109.0,779.0,1960.0,1250.0,72.0,3590.0,2050.0,167.0,699.0,67.0,16.0,223.0,8.0
"Develop, present, or respond to proposals for specific customer requirements, including request for proposal responses and industry-specific solutions.",develop present or respond to proposals for specific customer requirements including request for proposal responses and industryspecific solutions,Develop proposals for current or prospective customers.,Prepare proposals or grant applications.,Documenting/Recording Information,Sales Engineers,sales engineers,41-9031.00,Sales Engineers,41-9031,41-9031.00,Sales Engineers,Other Sales and Related Workers,Sales and Related Occupations,2026-05-31,0.0113071264295034,4.630379489266457,False,1.446655769230769,4.58,95.46,1.622771914245082,1.509185922366726,E1,E2,124900.0,104410.0,71080.0,131870.0,130760.0,139160.0,139990.0,123660.0,167200.0,124900.0,125530.0,98840.0,124900.0,128030.0,99710.0,74960.0,83450.0,98000.0,90190.0,121680.0,95180.0,153410.0,136200.0,114180.0,100570.0,124900.0,90960.0,124900.0,90140.0,99020.0,107850.0,139010.0,119420.0,137480.0,121530.0,124900.0,97420.0,114520.0,128170.0,98500.0,149750.0,114250.0,119110.0,111580.0,130610.0,117650.0,116790.0,124900.0,147620.0,135260.0,117970.0,124900.0,124900.0,62970.0,124900.0,51790.0,220.0,108.0,1000.0,30.0,6310.0,2800.0,760.0,80.0,232.0,2410.0,1630.0,208.0,360.0,1150.0,980.0,310.0,220.0,380.0,640.0,140.0,850.0,3150.0,2290.0,990.0,90.0,710.0,169.0,130.0,320.0,300.0,1760.0,80.0,3150.0,2530.0,142.0,1210.0,290.0,540.0,1980.0,30.0,770.0,100.0,530.0,6800.0,480.0,101.0,1260.0,760.0,40.0,1300.0,93.0,22.0,70.0,11.0
"Develop product packaging, display, and pricing strategies.",develop product packaging display and pricing strategies,Develop promotional strategies or plans.,Develop business or marketing plans.,Thinking Creatively,Craft Artists,craft artists,27-1012.00,Craft Artists,27-1012,27-1012.00,Artists and Related Workers,Art and Design Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.3928,False,0.1124307692307692,3.4,91.3,0.0443314366190784,0.6,E1,E2,46080.0,40800.0,41600.0,46300.0,46080.0,100540.0,43620.0,34010.0,46080.0,46080.0,48710.0,48880.0,46080.0,46080.0,43040.0,46080.0,46080.0,46080.0,46080.0,46080.0,53380.0,46080.0,47660.0,25960.0,27560.0,46080.0,61780.0,46080.0,46080.0,46080.0,46080.0,46080.0,46080.0,49020.0,46080.0,46080.0,38070.0,46080.0,51060.0,41600.0,46080.0,35050.0,46080.0,32830.0,54690.0,46080.0,46080.0,46080.0,44120.0,46080.0,58650.0,46080.0,46080.0,46080.0,46080.0,4580.0,70.0,10.0,95.0,38.0,170.0,84.0,70.0,14.0,21.0,270.0,143.0,18.0,25.0,178.0,94.0,46.0,42.0,59.0,50.0,50.0,81.0,50.0,290.0,140.0,34.0,140.0,15.0,30.0,45.0,20.0,125.0,25.0,50.0,145.0,13.0,180.0,50.0,170.0,230.0,15.0,70.0,13.0,96.0,870.0,51.0,9.0,120.0,80.0,21.0,190.0,8.0,2.0,27.0,1.0
Develop program plans for individuals or assist in plan development.,develop program plans for individuals or assist in plan development,Develop educational or training programs.,"Develop educational programs, plans, or procedures.",Thinking Creatively,Residential Advisors,residential advisors,39-9041.00,Residential Advisors,39-9041,39-9041.00,Residential Advisors,Other Personal Care and Service Workers,Personal Care and Service Occupations,2026-05-31,0.0113071264295034,4.528030616466694,False,0.6927315384615385,3.97,69.13,0.3512613352924326,0.7999999999999999,E2,E2,42240.0,27650.0,46180.0,41480.0,38300.0,46650.0,44750.0,43620.0,34530.0,38480.0,40660.0,39380.0,36930.0,37160.0,44130.0,38850.0,36850.0,37680.0,30260.0,33800.0,43780.0,46950.0,48190.0,39730.0,48770.0,30900.0,36510.0,47230.0,45980.0,38790.0,49010.0,43880.0,37540.0,48380.0,39130.0,48590.0,38590.0,35390.0,47160.0,40010.0,45280.0,35780.0,38420.0,34700.0,37630.0,39240.0,44710.0,42890.0,48640.0,31840.0,41690.0,34500.0,42240.0,35540.0,42240.0,84760.0,2570.0,380.0,1260.0,910.0,8120.0,760.0,1250.0,350.0,670.0,1610.0,2460.0,640.0,400.0,2720.0,1360.0,780.0,510.0,1580.0,420.0,640.0,2640.0,5120.0,1770.0,3410.0,660.0,1380.0,350.0,230.0,190.0,420.0,1630.0,590.0,6150.0,2840.0,260.0,3070.0,1060.0,840.0,4380.0,460.0,1580.0,1780.0,2360.0,3630.0,990.0,170.0,2950.0,1810.0,1180.0,1190.0,152.0,36.0,30.0,17.0
"Develop project budgets for approval, estimating time lines and material costs.",develop project budgets for approval estimating time lines and material costs,Estimate costs for projects or productions.,Estimate project development or operational costs.,"Estimating the Quantifiable Characteristics of Products, Events, or Information","Fine Artists, Including Painters, Sculptors, and Illustrators",fine artists including painters sculptors and illustrators,27-1013.00,"Fine Artists, Including Painters, Sculptors, and Illustrators",27-1013,27-1013.00,Artists and Related Workers,Art and Design Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.5694,False,0.7723896153846155,3.54,56.16,0.0888708933565873,0.2,E2,E2,55490.0,55490.0,55490.0,56160.0,32340.0,58240.0,51910.0,71210.0,55490.0,55490.0,50360.0,65010.0,55490.0,55490.0,53850.0,55490.0,55490.0,25830.0,48050.0,40700.0,46170.0,66180.0,55490.0,38650.0,61730.0,55490.0,49820.0,55490.0,39800.0,81630.0,55490.0,55490.0,63090.0,78870.0,55490.0,55490.0,31780.0,47830.0,98540.0,54270.0,55490.0,55490.0,55490.0,30720.0,49650.0,57270.0,55490.0,47930.0,72430.0,55490.0,53350.0,55490.0,55490.0,55490.0,55490.0,11220.0,152.0,23.0,110.0,40.0,2560.0,250.0,100.0,35.0,50.0,1010.0,350.0,45.0,61.0,437.0,210.0,112.0,40.0,60.0,139.0,46.0,80.0,140.0,220.0,211.0,83.0,110.0,50.0,40.0,160.0,49.0,310.0,70.0,1400.0,390.0,31.0,510.0,60.0,141.0,435.0,36.0,160.0,33.0,100.0,700.0,80.0,22.0,230.0,350.0,50.0,100.0,20.0,5.0,67.0,2.0
"Develop project-specific data management plans that address areas such as coding, reporting, or transfer of data, database locks, and work flow processes.",develop projectspecific data management plans that address areas such as coding reporting or transfer of data database locks and work flow processes,Develop procedures for data management.,Develop operational or technical procedures or standards.,Developing Objectives and Strategies,Clinical Data Managers,clinical data managers,15-2041.02,Clinical Data Managers,15-2051,15-2051.02,Data Scientists,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.531246875312469,False,0.1798123076923077,4.26,95.0,0.9397343047446765,7.0,E1,E2,120230.0,103120.0,84110.0,107240.0,109390.0,141590.0,117400.0,126340.0,120230.0,126490.0,115820.0,104340.0,102130.0,89380.0,106560.0,91470.0,95830.0,98130.0,91760.0,78760.0,90880.0,136370.0,131750.0,100590.0,128800.0,69490.0,97090.0,100490.0,98230.0,98540.0,100620.0,135280.0,95850.0,130460.0,119090.0,81900.0,102630.0,86310.0,125990.0,106850.0,102440.0,91990.0,96150.0,100330.0,122090.0,108090.0,127070.0,126430.0,163350.0,85090.0,106680.0,120230.0,120230.0,80350.0,120230.0,117012.0,2327.0,308.0,6099.0,709.0,52581.0,8400.0,2354.0,1030.0,3585.0,13697.0,12386.0,401.0,1806.0,14071.0,4789.0,3076.0,655.0,2060.0,1739.0,1618.0,4468.0,12600.0,9845.0,5377.0,589.0,6327.0,294.0,2648.0,2247.0,1471.0,8601.0,749.0,32062.0,15289.0,281.0,8159.0,2541.0,2862.0,18472.0,1552.0,3750.000000000001,294.0,3732.0,34590.0,5832.0,200.00000000000003,11931.0,12841.0,522.0,5845.0,210.0,49.0,100.0,24.0
Develop promotions for current programs and specials.,develop promotions for current programs and specials,Develop promotional strategies or plans.,Develop business or marketing plans.,Thinking Creatively,Program Directors,program directors,27-2012.03,Media Programming Directors,27-2012,27-2012.03,"Actors, Producers, and Directors","Entertainers and Performers, Sports and Related Workers","Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0113071264295034,4.853451756156642,False,0.6426038461538461,3.81,86.81,0.262574967500915,0.6,E1,E2,90360.0,63340.0,54060.0,67320.0,38820.0,129790.0,78060.0,88260.0,72650.0,104270.0,79920.0,79950.0,66190.0,61150.0,81080.0,59870.0,58550.0,60600.0,54550.0,62920.0,71320.0,79350.0,80970.0,65720.0,76360.0,48100.0,66460.0,52580.0,52580.0,78480.0,61560.0,119840.0,90360.0,107550.0,63700.0,57870.0,69350.0,61600.0,87460.0,75460.0,84250.0,56030.0,60260.0,73020.0,71710.0,76350.0,55660.0,65900.0,81550.0,46660.0,66390.0,60420.0,90360.0,48820.0,90360.0,47706.66666666666,1001.0,154.0,1655.0,674.0,32824.0,1886.0,2117.0,144.0,2540.0,6890.0,4821.0,491.0,366.0,3050.0,1424.0,693.0,404.0,914.0,847.0,385.0,1549.0,3310.0,2223.0,1338.0,375.0,1569.0,375.0,452.0,1569.0,289.0,2858.0,500.0,26934.0,3368.0,164.0,1549.0,741.0,1578.0,4042.0,539.0,1145.0,164.0,2810.0,6361.0,1607.0,279.0,2714.0,2184.0,221.0,1540.0,125.0,19.0,250.0,10.0
Develop proposals that include documentation for estimates.,develop proposals that include documentation for estimates,Prepare proposal documents.,Prepare proposals or grant applications.,Documenting/Recording Information,Logisticians,logisticians,13-1081.00,Logisticians,13-1081,13-1081.00,Logisticians and Project Management Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.85708367854184,False,0.6554338461538461,4.13,95.83,0.2884058346965945,0.6,E1,E2,82320.0,98450.0,87280.0,77620.0,78400.0,92890.0,96090.0,85450.0,96090.0,104770.0,76410.0,77570.0,100340.0,73920.0,80100.0,77670.0,78740.0,69520.0,68420.0,75230.0,77780.0,102700.0,100360.0,83200.0,82320.0,75160.0,78350.0,81270.0,65370.0,79600.0,81270.0,92280.0,98430.0,88240.0,80780.0,72800.0,83460.0,86600.0,83180.0,79340.0,76180.0,80330.0,80020.0,71280.0,75480.0,83300.0,83560.0,98920.0,107250.0,71590.0,73180.0,85550.0,65440.0,54380.0,68790.0,73990.0,4589.0,469.0,4244.0,1963.0,29126.0,3970.0,1945.0,460.0,1194.0,13281.0,11123.0,504.0,504.0,12529.0,3890.0,2193.0,1574.0,2290.0,1512.0,504.0,6048.0,4642.0,9081.0,3051.0,1379.0,3042.0,248.0,1326.0,1141.0,610.0,5553.0,752.0,6128.0,6950.0,274.0,7949.0,3387.0,2803.0,8824.0,486.0,4642.0,186.0,4412.0,18595.0,3325.0,230.0,9320.0,5013.0,522.0,4545.0,106.0,115.0,981.0,35.0
Develop prospect lists.,develop prospect lists,Identify potential customers.,Identify business or organizational opportunities.,"Identifying Objects, Actions, and Events","Door-To-Door Sales Workers, News and Street Vendors, and Related Workers",doortodoor sales workers news and street vendors and related workers,41-9091.00,"Door-to-Door Sales Workers, News and Street Vendors, and Related Workers",41-9091,41-9091.00,Miscellaneous Sales and Related Workers,Other Sales and Related Workers,Sales and Related Occupations,2026-05-31,0.0113071264295034,4.865506653019447,False,0.7882123076923077,4.41,91.67,0.4192253992430537,0.7,E1,E2,41380.0,41380.0,41380.0,41380.0,41380.0,39520.0,38590.0,37440.0,41380.0,41380.0,41380.0,41380.0,41380.0,41380.0,41380.0,39870.0,41380.0,32970.0,41380.0,41380.0,41380.0,34290.0,41380.0,36700.0,41380.0,41380.0,46380.0,41380.0,41380.0,41380.0,41380.0,44370.0,41380.0,41380.0,37370.0,41380.0,36210.0,41380.0,41380.0,41380.0,41380.0,41380.0,41380.0,41380.0,46040.0,38990.0,41380.0,32320.0,41380.0,41380.0,41380.0,41380.0,41380.0,41380.0,41380.0,2760.0,37.0,6.0,57.0,23.0,560.0,51.0,30.0,9.0,12.0,175.0,86.0,11.0,15.0,108.0,200.0,27.0,25.0,35.0,34.0,11.0,49.0,64.0,78.0,52.0,21.0,52.0,9.0,18.0,27.0,12.0,76.0,15.0,171.0,140.0,8.0,60.0,30.0,35.0,107.0,9.0,41.0,8.0,58.0,160.0,90.0,5.0,100.0,63.0,12.0,52.0,5.0,1.0,17.0,1.0
"Develop recipes and menus to address special nutrition needs, such as low glycemic, low histamine, or gluten- or allergen-free.",develop recipes and menus to address special nutrition needs such as low glycemic low histamine or gluten or allergenfree,Create new recipes or food presentations.,Develop recipes or menus.,Thinking Creatively,Dietitians and Nutritionists,dietitians and nutritionists,29-1031.00,Dietitians and Nutritionists,29-1031,29-1031.00,Dietitians and Nutritionists,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.822900000000001,False,0.3574253846153846,3.75,96.55,0.1933604768809409,0.7,E1,E1,76400.0,66190.0,87980.0,64410.0,65540.0,98850.0,75510.0,80600.0,78060.0,82150.0,76050.0,73200.0,81920.0,71610.0,73520.0,66450.0,72690.0,66830.0,69520.0,70460.0,64610.0,77800.0,76660.0,66850.0,77540.0,63700.0,65450.0,71580.0,70160.0,69030.0,71840.0,84450.0,74730.0,82480.0,67560.0,70040.0,69530.0,69560.0,84180.0,67410.0,71300.0,69970.0,64890.0,67620.0,74440.0,65310.0,77450.0,77380.0,84220.0,89440.0,74930.0,64370.0,60260.0,47210.0,76400.0,77570.0,780.0,130.0,1800.0,650.0,8720.0,1640.0,860.0,290.0,270.0,4370.0,2020.0,370.0,420.0,2840.0,1670.0,630.0,580.0,1040.0,800.0,510.0,1430.0,2860.0,2370.0,1180.0,540.0,1700.0,230.0,570.0,560.0,440.0,2870.0,500.0,5330.0,2780.0,270.0,3060.0,1230.0,700.0,4270.0,360.0,950.0,210.0,1230.0,5320.0,1120.0,160.0,1510.0,1450.0,520.0,1330.0,120.0,40.0,560.0,16.0
"Develop recipes and menus to address special nutrition needs, such as low glycemic, low histamine, or gluten- or allergen-free.",develop recipes and menus to address special nutrition needs such as low glycemic low histamine or gluten or allergenfree,Plan menu options.,Develop recipes or menus.,Thinking Creatively,Dietitians and Nutritionists,dietitians and nutritionists,29-1031.00,Dietitians and Nutritionists,29-1031,29-1031.00,Dietitians and Nutritionists,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.822900000000001,False,0.3574253846153846,3.75,96.55,0.1933604768809409,0.7,E1,E1,76400.0,66190.0,87980.0,64410.0,65540.0,98850.0,75510.0,80600.0,78060.0,82150.0,76050.0,73200.0,81920.0,71610.0,73520.0,66450.0,72690.0,66830.0,69520.0,70460.0,64610.0,77800.0,76660.0,66850.0,77540.0,63700.0,65450.0,71580.0,70160.0,69030.0,71840.0,84450.0,74730.0,82480.0,67560.0,70040.0,69530.0,69560.0,84180.0,67410.0,71300.0,69970.0,64890.0,67620.0,74440.0,65310.0,77450.0,77380.0,84220.0,89440.0,74930.0,64370.0,60260.0,47210.0,76400.0,77570.0,780.0,130.0,1800.0,650.0,8720.0,1640.0,860.0,290.0,270.0,4370.0,2020.0,370.0,420.0,2840.0,1670.0,630.0,580.0,1040.0,800.0,510.0,1430.0,2860.0,2370.0,1180.0,540.0,1700.0,230.0,570.0,560.0,440.0,2870.0,500.0,5330.0,2780.0,270.0,3060.0,1230.0,700.0,4270.0,360.0,950.0,210.0,1230.0,5320.0,1120.0,160.0,1510.0,1450.0,520.0,1330.0,120.0,40.0,560.0,16.0
Develop sales plans to introduce products in new markets.,develop sales plans to introduce products in new markets,Develop marketing plans or strategies.,Develop business or marketing plans.,Thinking Creatively,Sales Engineers,sales engineers,41-9031.00,Sales Engineers,41-9031,41-9031.00,Sales Engineers,Other Sales and Related Workers,Sales and Related Occupations,2026-05-31,0.0030529241359659,4.3845,False,0.0816573076923077,3.79,72.62,0.3086276873287216,7.0,E1,E2,124900.0,104410.0,71080.0,131870.0,130760.0,139160.0,139990.0,123660.0,167200.0,124900.0,125530.0,98840.0,124900.0,128030.0,99710.0,74960.0,83450.0,98000.0,90190.0,121680.0,95180.0,153410.0,136200.0,114180.0,100570.0,124900.0,90960.0,124900.0,90140.0,99020.0,107850.0,139010.0,119420.0,137480.0,121530.0,124900.0,97420.0,114520.0,128170.0,98500.0,149750.0,114250.0,119110.0,111580.0,130610.0,117650.0,116790.0,124900.0,147620.0,135260.0,117970.0,124900.0,124900.0,62970.0,124900.0,51790.0,220.0,108.0,1000.0,30.0,6310.0,2800.0,760.0,80.0,232.0,2410.0,1630.0,208.0,360.0,1150.0,980.0,310.0,220.0,380.0,640.0,140.0,850.0,3150.0,2290.0,990.0,90.0,710.0,169.0,130.0,320.0,300.0,1760.0,80.0,3150.0,2530.0,142.0,1210.0,290.0,540.0,1980.0,30.0,770.0,100.0,530.0,6800.0,480.0,101.0,1260.0,760.0,40.0,1300.0,93.0,22.0,70.0,11.0
Develop sales presentations or proposals to explain service specifications.,develop sales presentations or proposals to explain service specifications,Develop content for sales presentations or other materials.,Develop marketing or promotional materials.,Thinking Creatively,"Sales Representatives, Services, All Other",sales representatives services all other,41-3099.00,"Sales Representatives of Services, Except Advertising, Insurance, Financial Services, and Travel",41-3091,41-3091.00,"Miscellaneous Sales Representatives, Services","Sales Representatives, Services",Sales and Related Occupations,2026-05-31,0.0113071264295034,4.734221952943552,False,0.8063710256410257,4.150833333333334,86.42083333333333,0.5010344278598861,0.3583333333333333,E2,E1,69990.0,58840.0,69610.0,72920.0,50570.0,80850.0,79810.0,76940.0,67540.0,76770.0,60660.0,75280.0,58500.0,58930.0,66900.0,63960.0,62420.0,62580.0,52750.0,55200.0,63900.0,63310.0,83760.0,73380.0,75370.0,48440.0,60440.0,58720.0,57770.0,62450.0,71510.0,79200.0,61880.0,92190.0,62620.0,66060.0,59390.0,54990.0,67040.0,64480.0,81450.0,58510.0,61770.0,60230.0,61680.0,62580.0,77530.0,72640.0,79920.0,50240.0,64020.0,58970.0,37170.0,28580.0,42980.0,1256010.0,12840.0,900.0,26340.0,5750.0,156110.0,37810.0,11420.0,2910.0,3120.0,107650.0,46960.0,3450.0,5030.0,69910.0,21950.0,6530.0,12480.0,11860.0,8200.0,2120.0,21580.0,32300.0,27160.0,19220.0,3730.0,14100.0,1730.0,6110.0,10950.0,4670.0,44980.0,3790.0,80510.0,46039.99999999999,1620.0,38440.0,9710.0,10440.0,39920.0,4023.0,21070.0,630.0,21600.0,135030.0,16210.000000000002,1130.0,41390.0,18950.0,2130.0,22720.0,750.0,160.0,2940.0,80.0
"Develop set designs, based on evaluation of scripts, budgets, research information, and available locations.",develop set designs based on evaluation of scripts budgets research information and available locations,"Develop artistic or design concepts for decoration, exhibition, or commercial purposes.",Create artistic designs or performances.,Thinking Creatively,Set and Exhibit Designers,set and exhibit designers,27-1027.00,Set and Exhibit Designers,27-1027,27-1027.00,Designers,Art and Design Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.666666666666667,False,0.6058692307692308,4.86,100.0,3.051785333359521,5.898186266570014,E2,E2,75240.0,75240.0,75240.0,46280.0,38700.0,105030.0,75240.0,60680.0,75240.0,76900.0,60750.0,67210.0,75240.0,75240.0,75240.0,72200.0,50640.0,75240.0,53260.0,75240.0,75240.0,80540.0,74540.0,50910.0,66090.0,75240.0,51610.0,75240.0,73980.0,50860.0,75240.0,76380.0,75240.0,75240.0,49410.0,75240.0,54560.0,75240.0,62770.0,59670.0,75240.0,75240.0,75240.0,75240.0,56930.0,44540.0,75240.0,58650.0,77230.0,75240.0,75240.0,75240.0,75240.0,34260.0,75240.0,10630.0,144.0,22.0,70.0,50.0,2690.0,170.0,70.0,33.0,190.0,740.0,310.0,43.0,58.0,330.0,110.0,60.0,98.0,40.0,131.0,44.0,420.0,230.0,140.0,150.0,79.0,290.0,35.0,50.0,180.0,46.0,220.0,70.0,1690.0,336.0,29.0,290.0,50.0,280.0,120.0,34.0,50.0,31.0,230.0,210.0,340.0,21.0,120.0,170.0,48.0,50.0,19.0,5.0,64.0,2.0
Develop software to control electrical systems.,develop software to control electrical systems,Develop software or computer applications.,Design computer or information systems or applications.,Thinking Creatively,Electrical Engineers,electrical engineers,17-2071.00,Electrical Engineers,17-2071,17-2071.00,Electrical and Electronics Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0113071264295034,4.759004715561352,False,1.4008465384615385,3.6,51.96,2.63384707033234,3.244711847883553,,,120630.0,125630.0,125970.0,100550.0,96860.0,144040.0,120760.0,104160.0,126970.0,143000.0,104780.0,120630.0,106350.0,129340.0,107860.0,102670.0,105820.0,102630.0,98550.0,123710.0,114620.0,125150.0,127720.0,106070.0,109510.0,104990.0,118670.0,87360.0,107260.0,107400.0,135710.0,125370.0,158520.0,119010.0,110130.0,110810.0,100620.0,107760.0,125160.0,110820.0,120630.0,98440.0,98980.0,104450.0,129450.0,105720.0,111310.0,119030.0,132710.0,113420.0,99700.0,111740.0,64190.0,74250.0,120630.0,198750.0,4600.0,350.0,5370.0,900.0,24230.0,4200.0,2930.0,660.0,330.0,9220.0,5950.0,1080.0,1000.0,5460.0,4000.0,1280.0,2100.0,1540.0,990.0,1150.0,4650.0,5040.0,10840.0,3150.0,1130.0,2410.0,790.0,1060.0,1100.0,1600.0,2940.0,2560.0,8770.0,7090.0,260.0,6360.0,2080.0,2540.0,6970.0,670.0,3490.0,530.0,2830.0,20870.0,1680.0,820.0,7260.0,7610.0,500.0,3550.0,280.0,200.0,330.0,41.0
Develop software to control electrical systems.,develop software to control electrical systems,Develop software or applications for scientific or technical use.,Design computer or information systems or applications.,Thinking Creatively,Electrical Engineers,electrical engineers,17-2071.00,Electrical Engineers,17-2071,17-2071.00,Electrical and Electronics Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0113071264295034,4.759004715561352,False,1.4008465384615385,3.6,51.96,2.63384707033234,3.244711847883553,,,120630.0,125630.0,125970.0,100550.0,96860.0,144040.0,120760.0,104160.0,126970.0,143000.0,104780.0,120630.0,106350.0,129340.0,107860.0,102670.0,105820.0,102630.0,98550.0,123710.0,114620.0,125150.0,127720.0,106070.0,109510.0,104990.0,118670.0,87360.0,107260.0,107400.0,135710.0,125370.0,158520.0,119010.0,110130.0,110810.0,100620.0,107760.0,125160.0,110820.0,120630.0,98440.0,98980.0,104450.0,129450.0,105720.0,111310.0,119030.0,132710.0,113420.0,99700.0,111740.0,64190.0,74250.0,120630.0,198750.0,4600.0,350.0,5370.0,900.0,24230.0,4200.0,2930.0,660.0,330.0,9220.0,5950.0,1080.0,1000.0,5460.0,4000.0,1280.0,2100.0,1540.0,990.0,1150.0,4650.0,5040.0,10840.0,3150.0,1130.0,2410.0,790.0,1060.0,1100.0,1600.0,2940.0,2560.0,8770.0,7090.0,260.0,6360.0,2080.0,2540.0,6970.0,670.0,3490.0,530.0,2830.0,20870.0,1680.0,820.0,7260.0,7610.0,500.0,3550.0,280.0,200.0,330.0,41.0
Develop software to control electrical systems.,develop software to control electrical systems,Design control systems for mechanical or other equipment.,Design industrial systems or equipment.,Thinking Creatively,Electrical Engineers,electrical engineers,17-2071.00,Electrical Engineers,17-2071,17-2071.00,Electrical and Electronics Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0113071264295034,4.759004715561352,False,1.4008465384615385,3.6,51.96,2.63384707033234,3.244711847883553,,,120630.0,125630.0,125970.0,100550.0,96860.0,144040.0,120760.0,104160.0,126970.0,143000.0,104780.0,120630.0,106350.0,129340.0,107860.0,102670.0,105820.0,102630.0,98550.0,123710.0,114620.0,125150.0,127720.0,106070.0,109510.0,104990.0,118670.0,87360.0,107260.0,107400.0,135710.0,125370.0,158520.0,119010.0,110130.0,110810.0,100620.0,107760.0,125160.0,110820.0,120630.0,98440.0,98980.0,104450.0,129450.0,105720.0,111310.0,119030.0,132710.0,113420.0,99700.0,111740.0,64190.0,74250.0,120630.0,198750.0,4600.0,350.0,5370.0,900.0,24230.0,4200.0,2930.0,660.0,330.0,9220.0,5950.0,1080.0,1000.0,5460.0,4000.0,1280.0,2100.0,1540.0,990.0,1150.0,4650.0,5040.0,10840.0,3150.0,1130.0,2410.0,790.0,1060.0,1100.0,1600.0,2940.0,2560.0,8770.0,7090.0,260.0,6360.0,2080.0,2540.0,6970.0,670.0,3490.0,530.0,2830.0,20870.0,1680.0,820.0,7260.0,7610.0,500.0,3550.0,280.0,200.0,330.0,41.0
Develop specialized computer software routines to customize and integrate image analysis.,develop specialized computer software routines to customize and integrate image analysis,Develop software or applications for scientific or technical use.,Design computer or information systems or applications.,Thinking Creatively,Remote Sensing Technicians,remote sensing technicians,19-4099.03,Remote Sensing Technicians,19-4099,19-4099.03,"Miscellaneous Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.629700000000001,False,0.3965507692307692,3.13,52.26,1.2803043116002155,7.0,E2,E1,62280.0,59500.0,70700.0,58240.0,59310.0,78350.0,63760.0,66710.0,62280.0,79230.0,63180.0,69320.0,50880.0,50600.0,59410.0,48650.0,50480.0,65270.0,68230.0,53360.0,66730.0,68390.0,63820.0,59100.0,49410.0,59490.0,50410.0,52260.0,48640.0,54070.0,64250.0,55980.0,56420.0,63810.0,49200.0,69350.0,49210.0,86260.0,60810.0,57680.0,69630.0,58960.0,51630.0,62050.0,48960.0,59290.0,63460.0,67240.0,73530.0,59750.0,47210.0,64510.0,62280.0,35060.0,62280.0,52319.0,496.0,241.0,595.0,496.0,14285.0,2633.0,453.0,127.0,212.0,2591.0,3157.0,1487.0,779.0,1062.0,1062.0,595.0,1246.0,453.0,2279.0,552.0,4969.0,1614.0,1472.0,1911.0,467.0,2973.0,184.0,425.0,496.0,510.0,3030.0,255.0,10462.0,3270.0,255.0,1444.0,651.0,2393.0,3723.0,297.0,1826.0,85.0,3044.0,12982.0,580.0,227.0,3837.0,1387.0,326.0,1515.0,311.0,23.0,1005.0,11.0
"Develop specifications for equipment, tools, facility layouts, or material-handling systems.",develop specifications for equipment tools facility layouts or materialhandling systems,Develop technical specifications for systems or equipment.,Develop technical specifications for products or operations.,Thinking Creatively,Logistics Engineers,logistics engineers,13-1081.01,Logistics Engineers,13-1081,13-1081.01,Logisticians and Project Management Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.7587,False,0.052921923076923,3.5,95.65,0.0315021285763747,1.298067609145221,E2,E2,82320.0,98450.0,87280.0,77620.0,78400.0,92890.0,96090.0,85450.0,96090.0,104770.0,76410.0,77570.0,100340.0,73920.0,80100.0,77670.0,78740.0,69520.0,68420.0,75230.0,77780.0,102700.0,100360.0,83200.0,82320.0,75160.0,78350.0,81270.0,65370.0,79600.0,81270.0,92280.0,98430.0,88240.0,80780.0,72800.0,83460.0,86600.0,83180.0,79340.0,76180.0,80330.0,80020.0,71280.0,75480.0,83300.0,83560.0,98920.0,107250.0,71590.0,73180.0,85550.0,65440.0,54380.0,68790.0,94678.0,5872.0,600.0,5431.0,2512.0,37269.0,5080.0,2489.0,588.0,1527.0,16994.0,14233.0,645.0,645.0,16032.0,3890.0,2806.0,2014.0,2930.0,1935.0,645.0,7739.0,5940.0,11620.0,3903.0,1765.0,3892.0,317.0,1697.0,1460.0,781.0,7105.0,962.0,7841.0,8893.0,351.0,10172.0,4333.0,3587.0,11292.0,622.0,5940.0,238.0,5646.0,23794.0,4254.0,294.0,11925.0,6415.0,668.0,5816.0,136.0,147.0,1256.0,45.0
"Develop, standardize, evaluate, or modify procedures, techniques, or tests used in the analysis of specimens or in medical laboratory experiments.",develop standardize evaluate or modify procedures techniques or tests used in the analysis of specimens or in medical laboratory experiments,Determine protocols for medical procedures.,Determine operational methods or procedures.,Making Decisions and Solving Problems,Medical and Clinical Laboratory Technologists,medical and clinical laboratory technologists,29-2011.00,Medical and Clinical Laboratory Technologists,29-2011,29-2011.00,Clinical Laboratory Technologists and Technicians,Health Technologists and Technicians,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,5.0,True,1.1490215384615383,4.29,89.99,0.3569076624124157,0.4,E1,E2,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,70854.0,956.0,147.0,1466.0,590.0,8245.0,1301.0,767.0,220.0,318.0,4495.0,2213.0,283.0,388.0,2761.0,1449.0,706.0,651.0,905.0,876.0,290.0,1250.0,1647.0,1993.0,1336.0,526.0,1329.0,231.0,464.0,702.0,309.0,1940.0,395.0,4385.0,2237.0,194.0,2513.0,773.0,890.0,2745.0,227.0,1043.0,207.0,1484.0,6369.0,785.0,138.0,1860.0,1608.0,318.0,1332.0,128.0,31.0,425.0,14.0
"Develop statistical models or simulations, using statistical or modeling software.",develop statistical models or simulations using statistical or modeling software,Create models of engineering designs or methods.,"Develop models of systems, processes, or products.",Thinking Creatively,Biomedical Engineers,biomedical engineers,17-2031.00,Bioengineers and Biomedical Engineers,17-2031,17-2031.00,Bioengineers and Biomedical Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.51151130666121,False,0.5778207692307692,3.91,100.0,0.4629626370696264,1.0,E2,E1,109370.0,85720.0,109370.0,141230.0,67850.0,128310.0,110650.0,103500.0,109370.0,100920.0,101730.0,96920.0,109370.0,133750.0,89520.0,108030.0,81710.0,109370.0,95360.0,84320.0,109370.0,105090.0,127570.0,100940.0,127730.0,96710.0,89480.0,109370.0,83890.0,87850.0,94890.0,114680.0,109370.0,104010.0,94790.0,109370.0,111550.0,109340.0,122510.0,122560.0,109370.0,99130.0,109370.0,106470.0,92600.0,90870.0,109370.0,106140.0,109370.0,109370.0,110430.0,109370.0,109370.0,80210.0,109370.0,23480.0,30.0,49.0,610.0,30.0,2750.0,431.0,300.0,73.0,80.0,900.0,733.0,94.0,129.0,280.0,620.0,90.0,216.0,80.0,30.0,96.0,550.0,4740.0,330.0,1230.0,174.0,160.0,40.0,80.0,70.0,80.0,680.0,131.0,840.0,920.0,64.0,700.0,70.0,150.0,950.0,75.0,70.0,69.0,170.0,2050.0,280.0,46.0,330.0,880.0,105.0,180.0,42.0,10.0,50.0,5.0
Develop story lines for broadcasts.,develop story lines for broadcasts,Determine presentation subjects or content.,"Develop news, entertainment, or artistic content.",Thinking Creatively,Radio and Television Announcers,radio and television announcers,27-3011.00,Broadcast Announcers and Radio Disc Jockeys,27-3011,27-3011.00,Broadcast Announcers and Radio Disc Jockeys,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0113071264295034,4.633975130365022,False,1.7522503846153843,4.21,83.18,0.7834165765831176,0.6,E1,E1,47340.0,38530.0,44790.0,47930.0,36160.0,47340.0,50660.0,47340.0,47340.0,47340.0,56360.0,42020.0,51030.0,46940.0,46720.0,61760.0,37090.0,35130.0,36170.0,33020.0,44000.0,74480.0,60200.0,46640.0,43530.0,34040.0,45460.0,35000.0,45020.0,60460.0,46000.0,70800.0,38940.0,81310.0,47910.0,38500.0,42440.0,36110.0,46190.0,52080.0,55110.0,30960.0,40630.0,48290.0,49050.0,46080.0,35220.0,44400.0,44420.0,35400.0,40630.0,36760.0,47340.0,22970.0,47340.0,21240.0,300.0,80.0,410.0,300.0,1620.0,310.0,290.0,66.0,70.0,990.0,490.0,140.0,50.0,770.0,1040.0,320.0,440.0,340.0,190.0,170.0,290.0,280.0,650.0,750.0,160.0,470.0,130.0,280.0,160.0,70.0,190.0,190.0,1460.0,830.0,180.0,910.0,300.0,240.0,830.0,90.0,150.0,230.0,970.0,960.0,190.0,110.0,460.0,620.0,130.0,580.0,50.0,9.0,150.0,4.0
"Develop story or content ideas, considering reader or audience appeal.",develop story or content ideas considering reader or audience appeal,Determine presentation subjects or content.,"Develop news, entertainment, or artistic content.",Thinking Creatively,Editors,editors,27-3041.00,Editors,27-3041,27-3041.00,Writers and Editors,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.4070565514621245,4.8015576008900585,False,2.2579569230769234,4.42,92.08,0.1727108189430612,0.1,E1,E1,77920.0,63330.0,63630.0,63090.0,50180.0,98030.0,77870.0,85950.0,75020.0,83920.0,73950.0,76650.0,55070.0,77920.0,76060.0,56440.0,57200.0,61920.0,59430.0,58860.0,50180.0,75550.0,83170.0,63090.0,62650.0,54380.0,61620.0,61750.0,46320.0,72510.0,66510.0,81680.0,64250.0,101480.0,73740.0,60520.0,72160.0,50780.0,71540.0,63460.0,77960.0,62000.0,56730.0,59550.0,45950.0,65040.0,66860.0,80590.0,77850.0,56630.0,64270.0,46710.0,77920.0,39640.0,77920.0,91690.0,530.0,60.0,820.0,260.0,14830.0,1830.0,1050.0,170.0,3310.0,3790.0,1920.0,100.0,230.0,4560.0,830.0,900.0,500.0,490.0,330.0,300.0,1850.0,3100.0,1690.0,1970.0,290.0,880.0,200.0,360.0,909.0,250.0,2120.0,230.0,16800.0,1870.0,200.0,1800.0,500.0,1110.0,3240.0,340.0,500.0,140.0,1390.0,6460.0,590.0,240.0,2720.0,1860.0,260.0,1510.0,110.0,39.0,300.0,19.0
"Develop system engineering, software engineering, system integration, or distributed system architectures.",develop system engineering software engineering system integration or distributed system architectures,Design integrated computer systems.,Design computer or information systems or applications.,Thinking Creatively,Computer Systems Engineers/Architects,computer systems engineersarchitects,15-1199.02,Computer Systems Engineers/Architects,15-1299,15-1299.08,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.312372396896692,False,0.1196515384615384,3.59,86.36,0.0625321793231358,1.2,E2,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,193835.0,7026.0,1897.0,5510.0,2992.0,214105.0,31521.0,8281.0,860.0,45947.0,13710.0,55109.0,5556.0,2778.0,29812.0,8922.0,10285.0,3580.0,1850.0,13410.0,900.0,50915.0,16482.0,19875.0,11166.0,3873.0,14340.0,1443.0,6091.0,6972.0,2591.0,32082.0,4408.0,11460.0,40310.0,1950.0,6150.0,8869.0,6545.0,14580.0,2217.0,11487.0,240.0,29197.0,152318.0,17844.0,3526.0,45412.0,38360.0,9029.0,12502.0,454.0,748.0,2351.0,107.0
"Develop teaching aids, such as instructional software, multimedia visual aids, or study materials.",develop teaching aids such as instructional software multimedia visual aids or study materials,Create technology-based learning materials.,Prepare informational or instructional materials.,Documenting/Recording Information,"Vocational Education Teachers, Postsecondary",vocational education teachers postsecondary,25-1194.00,"Career/Technical Education Teachers, Postsecondary",25-1194,25-1194.00,Miscellaneous Postsecondary Teachers,Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0113071264295034,4.847095414869068,False,0.2782896153846154,3.85,86.02,0.1811038036362654,1.0,E1,E2,63820.0,62580.0,77310.0,64930.0,50120.0,76630.0,70130.0,59420.0,62400.0,59220.0,59990.0,60320.0,51990.0,59730.0,62480.0,57820.0,62270.0,48790.0,61080.0,56480.0,61740.0,62060.0,78780.0,63440.0,76920.0,50670.0,59640.0,57270.0,60490.0,61740.0,65040.0,72440.0,60490.0,75170.0,62390.0,73570.0,60600.0,67060.0,65430.0,63160.0,65210.0,79610.0,72940.0,62310.0,65180.0,50740.0,62450.0,57820.0,77530.0,65200.0,82620.0,74210.0,63820.0,42470.0,63820.0,114110.0,2350.0,1120.0,2190.0,1550.0,11040.0,2060.0,1130.0,190.0,512.0,7600.0,3920.0,70.0,570.0,4420.0,2250.0,1170.0,1160.0,1560.0,780.0,510.0,780.0,1660.0,3480.0,1510.0,1030.0,1630.0,430.0,470.0,950.0,220.0,2590.0,1070.0,5250.0,6510.0,430.0,3440.0,3040.0,1140.0,4780.0,310.0,1980.0,350.0,2140.0,12620.0,2280.0,210.0,1860.0,3610.0,300.0,2000.0,360.0,49.0,1530.0,23.0
"Develop teaching materials, such as syllabi, visual aids, answer keys, supplementary notes, or course Web sites.",develop teaching materials such as syllabi visual aids answer keys supplementary notes or course web sites,Create technology-based learning materials.,Prepare informational or instructional materials.,Documenting/Recording Information,Graduate Teaching Assistants,graduate teaching assistants,25-1191.00,"Teaching Assistants, Postsecondary",25-9044,25-9044.00,Teaching Assistants,Other Educational Instruction and Library Occupations,Educational Instruction and Library Occupations,2026-05-31,0.0226142528590069,4.687531296945418,False,0.4617907692307692,4.18,90.19,0.7963210876696658,2.391096480637136,E2,E1,42910.0,22600.0,35790.0,49810.0,23140.0,49140.0,37450.0,42910.0,42910.0,43160.0,37770.0,48800.0,42910.0,37310.0,36040.0,34910.0,38960.0,41580.0,49680.0,37950.0,47210.0,58330.0,56370.0,39830.0,53380.0,42910.0,42910.0,30070.0,39650.0,24960.0,26810.0,54260.0,48270.0,43610.0,50050.0,49960.0,48710.0,49920.0,49550.0,38020.0,49420.0,46760.0,39840.0,36950.0,55670.0,52300.0,48620.0,49890.0,50460.0,35960.0,47990.0,42910.0,42910.0,47440.0,42910.0,164090.0,2216.0,70.0,7200.0,2600.0,19120.0,530.0,4700.0,508.0,130.0,9130.0,2470.0,658.0,220.0,12340.0,1940.0,560.0,640.0,990.0,440.0,90.0,5030.0,3040.0,18440.0,600.0,390.0,3078.0,380.0,730.0,540.0,480.0,3390.0,370.0,17390.0,2900.0,90.0,2210.0,1680.0,880.0,2480.0,50.0,2730.0,460.0,300.0,13540.0,2020.0,60.0,1660.0,1480.0,40.0,4210.0,294.0,70.0,1640.0,34.0
"Develop teaching materials, such as syllabi, visual aids, answer keys, supplementary notes, or course Web sites.",develop teaching materials such as syllabi visual aids answer keys supplementary notes or course web sites,Develop instructional materials.,Prepare informational or instructional materials.,Documenting/Recording Information,Graduate Teaching Assistants,graduate teaching assistants,25-1191.00,"Teaching Assistants, Postsecondary",25-9044,25-9044.00,Teaching Assistants,Other Educational Instruction and Library Occupations,Educational Instruction and Library Occupations,2026-05-31,0.0226142528590069,4.687531296945418,False,0.4617907692307692,4.18,90.19,0.7963210876696658,2.391096480637136,E2,E1,42910.0,22600.0,35790.0,49810.0,23140.0,49140.0,37450.0,42910.0,42910.0,43160.0,37770.0,48800.0,42910.0,37310.0,36040.0,34910.0,38960.0,41580.0,49680.0,37950.0,47210.0,58330.0,56370.0,39830.0,53380.0,42910.0,42910.0,30070.0,39650.0,24960.0,26810.0,54260.0,48270.0,43610.0,50050.0,49960.0,48710.0,49920.0,49550.0,38020.0,49420.0,46760.0,39840.0,36950.0,55670.0,52300.0,48620.0,49890.0,50460.0,35960.0,47990.0,42910.0,42910.0,47440.0,42910.0,164090.0,2216.0,70.0,7200.0,2600.0,19120.0,530.0,4700.0,508.0,130.0,9130.0,2470.0,658.0,220.0,12340.0,1940.0,560.0,640.0,990.0,440.0,90.0,5030.0,3040.0,18440.0,600.0,390.0,3078.0,380.0,730.0,540.0,480.0,3390.0,370.0,17390.0,2900.0,90.0,2210.0,1680.0,880.0,2480.0,50.0,2730.0,460.0,300.0,13540.0,2020.0,60.0,1660.0,1480.0,40.0,4210.0,294.0,70.0,1640.0,34.0
"Develop teaching or training materials, such as handouts, study materials, or quizzes.",develop teaching or training materials such as handouts study materials or quizzes,Develop instructional materials.,Prepare informational or instructional materials.,Documenting/Recording Information,Tutors,tutors,25-3099.02,Tutors,25-3041,25-3041.00,Tutors,Other Teachers and Instructors,Educational Instruction and Library Occupations,2026-05-31,0.2939852871670899,4.893431096826035,False,0.3649738461538461,3.43,100.0,0.0366905128205128,0.1,E1,E1,43350.0,35500.0,45990.0,38940.0,30830.0,45100.0,47420.0,50350.0,33240.0,43350.0,37310.0,47380.0,36590.0,34990.0,37400.0,38090.0,36790.0,34170.0,34240.0,33780.0,49880.0,52810.0,60900.0,37380.0,44800.0,49610.0,32270.0,41380.0,38470.0,30420.0,53790.0,42270.0,36660.0,47100.0,42390.0,46190.0,43610.0,34510.0,48280.0,36270.0,77850.0,33220.0,38760.0,50280.0,33620.0,35190.0,53920.0,40750.0,45360.0,44070.0,41340.0,82290.0,30410.0,41890.0,43350.0,175070.0,890.0,550.0,2730.0,720.0,45370.0,2500.0,3230.0,590.0,785.0,12220.0,5690.0,1130.0,760.0,5910.0,1770.0,610.0,1290.0,780.0,540.0,340.0,4300.0,4610.0,6010.0,1370.0,1220.0,1670.0,450.0,950.0,1070.0,700.0,5270.0,460.0,12730.0,5780.0,110.0,5760.0,1220.0,1130.0,4540.0,300.0,1510.0,250.0,3310.0,10690.0,3150.0,130.0,4090.0,2460.0,280.0,1530.0,200.0,30.0,250.0,36.0
Develop technical specifications for data management programming and communicate needs to information technology staff.,develop technical specifications for data management programming and communicate needs to information technology staff,Develop procedures for data management.,Develop operational or technical procedures or standards.,Developing Objectives and Strategies,Clinical Data Managers,clinical data managers,15-2041.02,Clinical Data Managers,15-2051,15-2051.02,Data Scientists,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.680000000000001,False,0.3317788461538461,3.65,85.0,0.255713431437353,1.159867005672885,E1,E1,120230.0,103120.0,84110.0,107240.0,109390.0,141590.0,117400.0,126340.0,120230.0,126490.0,115820.0,104340.0,102130.0,89380.0,106560.0,91470.0,95830.0,98130.0,91760.0,78760.0,90880.0,136370.0,131750.0,100590.0,128800.0,69490.0,97090.0,100490.0,98230.0,98540.0,100620.0,135280.0,95850.0,130460.0,119090.0,81900.0,102630.0,86310.0,125990.0,106850.0,102440.0,91990.0,96150.0,100330.0,122090.0,108090.0,127070.0,126430.0,163350.0,85090.0,106680.0,120230.0,120230.0,80350.0,120230.0,117012.0,2327.0,308.0,6099.0,709.0,52581.0,8400.0,2354.0,1030.0,3585.0,13697.0,12386.0,401.0,1806.0,14071.0,4789.0,3076.0,655.0,2060.0,1739.0,1618.0,4468.0,12600.0,9845.0,5377.0,589.0,6327.0,294.0,2648.0,2247.0,1471.0,8601.0,749.0,32062.0,15289.0,281.0,8159.0,2541.0,2862.0,18472.0,1552.0,3750.000000000001,294.0,3732.0,34590.0,5832.0,200.00000000000003,11931.0,12841.0,522.0,5845.0,210.0,49.0,100.0,24.0
Develop technical specifications for data management programming and communicate needs to information technology staff.,develop technical specifications for data management programming and communicate needs to information technology staff,Communicate project information to others.,Communicate with others about specifications or project details.,"Communicating with Supervisors, Peers, or Subordinates",Clinical Data Managers,clinical data managers,15-2041.02,Clinical Data Managers,15-2051,15-2051.02,Data Scientists,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.680000000000001,False,0.3317788461538461,3.65,85.0,0.255713431437353,1.159867005672885,E1,E1,120230.0,103120.0,84110.0,107240.0,109390.0,141590.0,117400.0,126340.0,120230.0,126490.0,115820.0,104340.0,102130.0,89380.0,106560.0,91470.0,95830.0,98130.0,91760.0,78760.0,90880.0,136370.0,131750.0,100590.0,128800.0,69490.0,97090.0,100490.0,98230.0,98540.0,100620.0,135280.0,95850.0,130460.0,119090.0,81900.0,102630.0,86310.0,125990.0,106850.0,102440.0,91990.0,96150.0,100330.0,122090.0,108090.0,127070.0,126430.0,163350.0,85090.0,106680.0,120230.0,120230.0,80350.0,120230.0,117012.0,2327.0,308.0,6099.0,709.0,52581.0,8400.0,2354.0,1030.0,3585.0,13697.0,12386.0,401.0,1806.0,14071.0,4789.0,3076.0,655.0,2060.0,1739.0,1618.0,4468.0,12600.0,9845.0,5377.0,589.0,6327.0,294.0,2648.0,2247.0,1471.0,8601.0,749.0,32062.0,15289.0,281.0,8159.0,2541.0,2862.0,18472.0,1552.0,3750.000000000001,294.0,3732.0,34590.0,5832.0,200.00000000000003,11931.0,12841.0,522.0,5845.0,210.0,49.0,100.0,24.0
"Develop testing programs that address areas such as database impacts, software scenarios, regression testing, negative testing, error or bug retests, or usability.",develop testing programs that address areas such as database impacts software scenarios regression testing negative testing error or bug retests or usability,Develop testing routines or procedures.,Develop operational or technical procedures or standards.,Developing Objectives and Strategies,"Software Developers, Applications",software developers applications,15-1132.00,Software Quality Assurance Analysts and Testers,15-1253,15-1253.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.705815748841998,False,1.975093846153846,4.52,97.06,1.2814167226989122,0.8999999999999999,E1,E1,114549.41176470587,108307.0588235294,114549.41176470587,110045.29411764706,111294.89619377164,143515.58823529413,128445.88235294116,109510.0,114782.35294117648,114191.17647058824,110165.0,112089.11764705884,109759.70588235294,120062.54325259516,113710.0,93134.70588235294,97098.82352941176,100614.41176470587,88776.76470588235,78453.82352941176,98043.23529411764,120022.9411764706,136121.76470588235,107406.76470588236,110872.0588235294,84885.29411764706,98662.0588235294,109772.9411764706,102180.29411764706,119163.13148788927,117653.5294117647,124798.5294117647,119148.82352941176,135779.41176470587,111493.5294117647,90934.11764705884,103205.58823529413,90770.58823529413,119530.58823529413,103874.70588235294,111107.64705882352,107836.76470588236,77240.29411764706,101195.58823529413,111652.9411764706,97212.0588235294,92335.88235294116,126400.88235294116,140793.5294117647,81291.17647058824,100160.58823529413,114750.1903114187,114549.41176470587,67413.23529411765,114549.41176470587,672406.1764705882,6836.176470588235,1117.8529411764705,14941.764705882351,5745.588235294118,110753.52941176471,17472.05882352941,5204.117647058823,1445.2941176470588,2494.1176470588234,35416.17647058824,20889.117647058825,2341.4117647058824,2239.1176470588234,22635.29411764706,5660.588235294117,3601.176470588235,5164.705882352941,3080.2941176470586,1624.4117647058824,1166.470588235294,14120.294117647058,20082.647058823528,16414.70588235294,13390.588235294115,845.0000000000001,8459.117647058823,800.2941176470589,3187.6470588235293,2321.470588235294,4027.941176470588,21115.29411764706,1585.5882352941176,43799.70588235294,24930.58823529412,604.4117647058824,17467.35294117647,3321.7647058823527,8307.35294117647,21156.17647058824,1910.8823529411768,5457.352941176471,918.8235294117646,7191.764705882353,66272.05882352941,12092.35294117647,677.9411764705883,35434.117647058825,40018.82352941176,1121.1764705882351,9600.882352941177,1304.3529411764705,286.0,836.1764705882354,138.0
Develop testing routines and procedures.,develop testing routines and procedures,Develop testing routines or procedures.,Develop operational or technical procedures or standards.,Developing Objectives and Strategies,Web Administrators,web administrators,15-1199.03,Web Administrators,15-1299,15-1299.01,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.768316425863305,False,0.1226296153846153,3.47,95.0,0.0912948364365666,1.1,E1,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,187608.0,6800.0,1836.0,5510.000000000001,2896.0,207228.0,30509.0,8015.0,859.9999999999999,44471.0,13710.0,53339.0,5378.0,2689.0,28854.0,8636.0,9954.0,3465.0,1850.0,12979.0,899.9999999999999,49280.0,15953.0,19236.0,10807.0,3749.0,14340.0,1396.0,5895.0,6748.0,2508.0,31052.0,4266.0,11459.999999999998,39015.0,1887.0,6149.999999999999,8584.0,6334.0,14580.000000000002,2146.0,11118.0,240.0,28260.0,147425.0,17271.0,3413.0,43954.0,37128.0,8739.0,12100.0,440.0,724.0,2275.0,103.0
"Develop the technical portions of legal documents, administrative orders, or consent decrees.",develop the technical portions of legal documents administrative orders or consent decrees,Prepare information or documentation related to legal or regulatory matters.,Prepare legal or regulatory documents.,Documenting/Recording Information,"Environmental Scientists and Specialists, Including Health",environmental scientists and specialists including health,19-2041.00,"Environmental Scientists and Specialists, Including Health",19-2041,19-2041.00,Environmental Scientists and Geoscientists,Physical Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.585500000000001,False,0.1440680769230769,3.47,53.84,0.0957897844827908,1.22133891817856,E2,E2,82220.0,72490.0,91960.0,80600.0,57220.0,106510.0,85990.0,82070.0,64690.0,132620.0,60830.0,85710.0,79510.0,70350.0,81590.0,64700.0,78780.0,78210.0,71040.0,69820.0,66480.0,84190.0,100640.0,76080.0,88000.0,57780.0,61050.0,80260.0,64040.0,83050.0,80810.0,79210.0,86630.0,82160.0,74130.0,84570.0,78540.0,75910.0,97440.0,76110.0,100730.0,74910.0,68230.0,76840.0,92000.0,90710.0,77460.0,82230.0,98300.0,82100.0,72820.0,74050.0,68640.0,53030.0,53830.0,72379.0,1411.0,1395.0,3195.0,438.0,20258.0,4185.0,1006.0,470.0,2060.0,9651.0,2838.0,1087.0,1087.0,2514.0,2092.0,1119.0,957.0,1622.0,2595.0,860.0,2855.0,4752.0,5028.0,3666.0,633.0,2238.0,925.0,827.0,795.0,779.0,5109.0,1525.0,6001.0,6731.0,389.0,3990.0,843.0,2222.0,4898.0,535.0,795.0,389.0,1995.0,9132.0,1654.0,795.0,4623.0,7250.0,405.0,1492.0,665.0,130.0,633.0,65.0
"Develop therapeutic and treatment plans based on clients' interests, abilities, or needs.",develop therapeutic and treatment plans based on clients interests abilities or needs,Counsel clients on mental health or personal achievement.,Counsel others about personal matters.,Providing Consultation and Advice to Others,"Clinical, Counseling, and School Psychologists",clinical counseling and school psychologists,19-3031.00,Clinical and Counseling Psychologists,19-3033,19-3033.00,Psychologists,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.9,False,1.5357676923076924,4.28,100.0,0.1256691654363976,0.1,E2,E2,100580.0,90800.0,124270.0,119010.0,77520.0,116000.0,113290.0,100580.0,113050.0,107000.0,85610.0,96060.0,117860.0,97790.0,83750.0,84990.0,91690.0,76690.0,99140.0,71330.0,100580.0,100580.0,115180.0,84730.0,107030.0,76000.0,99410.0,68160.0,94540.0,102650.0,64270.0,127090.0,124800.0,114400.0,92130.0,116130.0,101190.0,79950.0,134350.0,91870.0,107490.0,92700.0,80130.0,76820.0,83660.0,99170.0,83270.0,86520.0,115240.0,77040.0,113360.0,89890.0,100580.0,67660.0,100580.0,75990.0,260.0,40.0,730.0,370.0,12840.0,1170.0,660.0,280.0,220.0,3040.0,1120.0,250.0,300.0,5810.0,1850.0,440.0,400.0,710.0,320.0,311.0,2140.0,2860.0,2170.0,1290.0,210.0,840.0,150.0,770.0,680.0,330.0,2700.0,423.0,8420.0,2770.0,170.0,2080.0,950.0,540.0,3140.0,420.0,1119.0,120.0,1180.0,3640.0,1020.0,190.0,2140.0,1270.0,920.0,1150.0,50.0,32.0,330.0,16.0
Develop training programs or routines designed to improve athletic performance.,develop training programs or routines designed to improve athletic performance,Develop exercise or conditioning programs.,Develop patient or client care or treatment plans.,Thinking Creatively,Athletic Trainers,athletic trainers,29-9091.00,Athletic Trainers,29-9091,29-9091.00,Miscellaneous Health Practitioners and Technical Workers,Other Healthcare Practitioners and Technical Occupations,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0113071264295034,4.726951428859941,False,1.8958315384615383,3.6,87.51,0.5426759022570714,0.4,E1,E2,62520.0,46940.0,62520.0,61710.0,57240.0,78490.0,64580.0,69960.0,59650.0,74450.0,61350.0,64590.0,76320.0,60410.0,64750.0,62780.0,55430.0,59140.0,60680.0,62760.0,61970.0,63970.0,70010.0,59280.0,65390.0,58180.0,58660.0,60090.0,61020.0,59820.0,60200.0,76210.0,72440.0,66230.0,56540.0,60900.0,61420.0,61320.0,57790.0,61060.0,63750.0,59240.0,58620.0,59850.0,64150.0,65980.0,62910.0,61860.0,63750.0,50510.0,61820.0,63190.0,62520.0,62520.0,62520.0,30500.0,840.0,63.0,590.0,240.0,1760.0,380.0,290.0,50.0,100.0,1430.0,860.0,200.0,170.0,850.0,1040.0,570.0,390.0,720.0,810.0,180.0,320.0,630.0,870.0,820.0,200.0,510.0,50.0,270.0,180.0,210.0,890.0,150.0,1370.0,990.0,110.0,2100.0,360.0,280.0,1870.0,98.0,530.0,150.0,580.0,3130.0,340.0,140.0,830.0,240.0,110.0,620.0,60.0,13.0,183.0,6.0
"Develop transactional Web applications, using Web programming software and knowledge of programming languages, such as hypertext markup language (HTML) and extensible markup language (XML).",develop transactional web applications using web programming software and knowledge of programming languages such as hypertext markup language html and extensible markup language xml,Design websites or web applications.,Design computer or information systems or applications.,Thinking Creatively,Search Marketing Strategists,search marketing strategists,15-1199.10,Search Marketing Strategists,13-1161,13-1161.01,Market Research Analysts and Marketing Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0678427585770207,4.758022462896109,False,0.9176923076923078,3.1,43.48,0.6704082585682075,1.3,E2,E1,78760.0,59530.0,66710.0,71940.0,65430.0,94700.0,93050.0,77740.0,101270.0,98090.0,75450.0,75850.0,59390.0,60970.0,79120.0,63700.0,66390.0,70430.0,61480.0,59690.0,71980.0,76370.0,101810.0,66780.0,87510.0,56640.0,70140.0,68080.0,60000.0,71840.0,64570.0,88190.0,61950.0,98580.0,78410.0,61580.0,72790.0,61940.0,79150.0,68760.0,86240.0,69440.0,63490.0,69790.0,72520.0,62630.0,74880.0,76980.0,95120.0,52340.0,64800.0,60990.0,42240.0,39330.0,59990.0,449790.0,9503.0,646.0,17952.0,7079.0,134863.0,31578.0,11247.0,3570.0000000000005,7181.0,60770.0,27810.0,1824.0,4281.0,45940.0,14400.0,10058.0,8089.999999999999,7124.0,6071.0,2707.0,15370.0,44977.0,27432.0,24103.0,2968.0,16865.0,1654.0,4281.0,6547.0,4757.0,26039.0,1824.0,91177.0,30700.0,1756.0,31000.0,7498.0,12810.0,31040.0,3636.0,13501.0,1733.0,14770.0,71753.0,14510.0,860.0000000000001,29007.0,27704.0,1869.0,17669.0,963.0,91.0,2741.0,102.0
"Develop transactional Web applications, using Web programming software and knowledge of programming languages, such as hypertext markup language (HTML) and extensible markup language (XML).",develop transactional web applications using web programming software and knowledge of programming languages such as hypertext markup language html and extensible markup language xml,Write computer programming code.,Program computer systems or production equipment.,Working with Computers,Search Marketing Strategists,search marketing strategists,15-1199.10,Search Marketing Strategists,13-1161,13-1161.01,Market Research Analysts and Marketing Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0678427585770207,4.758022462896109,False,0.9176923076923078,3.1,43.48,0.6704082585682075,1.3,E2,E1,78760.0,59530.0,66710.0,71940.0,65430.0,94700.0,93050.0,77740.0,101270.0,98090.0,75450.0,75850.0,59390.0,60970.0,79120.0,63700.0,66390.0,70430.0,61480.0,59690.0,71980.0,76370.0,101810.0,66780.0,87510.0,56640.0,70140.0,68080.0,60000.0,71840.0,64570.0,88190.0,61950.0,98580.0,78410.0,61580.0,72790.0,61940.0,79150.0,68760.0,86240.0,69440.0,63490.0,69790.0,72520.0,62630.0,74880.0,76980.0,95120.0,52340.0,64800.0,60990.0,42240.0,39330.0,59990.0,449790.0,9503.0,646.0,17952.0,7079.0,134863.0,31578.0,11247.0,3570.0000000000005,7181.0,60770.0,27810.0,1824.0,4281.0,45940.0,14400.0,10058.0,8089.999999999999,7124.0,6071.0,2707.0,15370.0,44977.0,27432.0,24103.0,2968.0,16865.0,1654.0,4281.0,6547.0,4757.0,26039.0,1824.0,91177.0,30700.0,1756.0,31000.0,7498.0,12810.0,31040.0,3636.0,13501.0,1733.0,14770.0,71753.0,14510.0,860.0000000000001,29007.0,27704.0,1869.0,17669.0,963.0,91.0,2741.0,102.0
Develop treatment goals for individuals based on their assessments.,develop treatment goals for individuals based on their assessments,Develop treatment plans for patients or clients.,Develop patient or client care or treatment plans.,Thinking Creatively,Recreation Workers,recreation workers,39-9032.00,Recreation Workers,39-9032,39-9032.00,Recreation and Fitness Workers,Other Personal Care and Service Workers,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.679667966796679,False,0.6110457692307691,3.81,53.76,0.2992123954476895,0.7999999999999999,E2,E2,36560.0,28360.0,37510.0,35800.0,27770.0,39780.0,38820.0,36610.0,33790.0,46460.0,35490.0,32540.0,41000.0,30100.0,35480.0,30190.0,33700.0,31760.0,32400.0,28580.0,37450.0,37200.0,38540.0,35090.0,37510.0,28060.0,34320.0,35090.0,34590.0,30150.0,37040.0,36880.0,31900.0,38040.0,32720.0,37310.0,32420.0,31580.0,39610.0,35710.0,36340.0,31420.0,42270.0,33580.0,32720.0,32890.0,37450.0,36120.0,44890.0,29710.0,35530.0,30720.0,36560.0,22210.0,33400.0,331490.0,4700.0,630.0,12650.0,1740.0,48560.0,6100.0,5000.0,1230.0,470.0,18010.0,8160.0,1590.0,2080.0,17650.0,8050.0,2870.0,2990.0,3290.0,2830.0,1260.0,4350.0,11280.0,10850.0,7940.0,2220.0,5380.0,800.0,1510.0,2570.0,2030.0,7550.0,870.0,24790.0,9520.0,730.0,12340.0,2380.0,4640.0,9850.0,770.0,5270.0,650.0,3420.0,18660.0,5760.0,840.0,9260.0,6380.0,1410.0,6840.0,790.0,141.0,850.0,30.0
"Develop, validate, and document test routines and schedules to ensure that test cases mimic external interfaces and address all browser and device types.",develop validate and document test routines and schedules to ensure that test cases mimic external interfaces and address all browser and device types,Test software performance.,Test performance of computer or information systems.,"Inspecting Equipment, Structures, or Materials",Web Developers,web developers,15-1134.00,Web and Digital Interface Designers,15-1255,15-1255.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.868913108689132,False,0.7843856610576924,3.630625,96.614375,0.2333333333333333,0.4690969619612205,E1,E1,98992.64705882352,72653.81487889274,83517.34429065743,88434.70588235294,77620.8910034602,128812.9411764706,91499.11764705884,90808.5294117647,86000.58823529411,110755.88235294116,87110.57958477509,97867.35294117648,98992.64705882352,70885.29411764706,85317.35294117648,71124.11764705883,66920.29411764706,71930.29411764706,79483.82352941176,76087.05882352941,98992.64705882352,103787.9411764706,106891.4705882353,88712.94117647059,90754.41176470587,70804.10899653978,85431.76470588235,70425.58823529411,72062.64705882352,81487.64705882352,96639.70588235294,95252.64705882352,59838.23529411765,111103.23529411764,97381.17647058824,67758.5294117647,90256.75605536332,77384.11764705883,85561.17647058824,96315.88235294116,102526.76470588236,79721.17647058824,77863.53806228373,68473.23529411765,95216.17647058824,100069.41176470587,92620.8910034602,99745.88235294116,130462.35294117648,74685.88235294117,93262.0588235294,67633.23529411765,61108.52076124567,47517.64705882353,98992.64705882352,62631.91176470588,482.9411764705882,74.11764705882354,898.2352941176471,468.1764705882353,18367.941176470587,2557.3529411764707,923.2352941176472,158.23529411764707,457.9411764705882,4334.558823529412,2226.470588235294,164.70588235294116,287.05882352941177,3047.058823529412,1027.6470588235293,559.7058823529412,332.3529411764706,448.8235294117647,311.1764705882353,287.3529411764705,1596.764705882353,2387.058823529412,1675.0,1378.8235294117646,212.35294117647047,1187.9411764705883,298.52941176470586,503.8235294117647,809.4117647058823,447.6470588235294,2205.2941176470586,169.11764705882354,11014.411764705885,2795.5882352941176,98.23529411764706,2153.823529411765,370.88235294117646,1190.294117647059,2312.6470588235293,222.7941176470588,760.2941176470589,274.3235294117647,2732.058823529412,5468.823529411765,1157.0588235294117,99.05882352941175,3137.058823529412,8425.588235294117,288.2352941176471,1012.3529411764706,83.52941176470588,28.676470588235293,221.1764705882353,13.0
"Develop, validate, and document test routines and schedules to ensure that test cases mimic external interfaces and address all browser and device types.",develop validate and document test routines and schedules to ensure that test cases mimic external interfaces and address all browser and device types,Develop testing routines or procedures.,Develop operational or technical procedures or standards.,Developing Objectives and Strategies,Web Developers,web developers,15-1134.00,Web and Digital Interface Designers,15-1255,15-1255.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.868913108689132,False,0.7843856610576924,3.630625,96.614375,0.2333333333333333,0.4690969619612205,E1,E1,98992.64705882352,72653.81487889274,83517.34429065743,88434.70588235294,77620.8910034602,128812.9411764706,91499.11764705884,90808.5294117647,86000.58823529411,110755.88235294116,87110.57958477509,97867.35294117648,98992.64705882352,70885.29411764706,85317.35294117648,71124.11764705883,66920.29411764706,71930.29411764706,79483.82352941176,76087.05882352941,98992.64705882352,103787.9411764706,106891.4705882353,88712.94117647059,90754.41176470587,70804.10899653978,85431.76470588235,70425.58823529411,72062.64705882352,81487.64705882352,96639.70588235294,95252.64705882352,59838.23529411765,111103.23529411764,97381.17647058824,67758.5294117647,90256.75605536332,77384.11764705883,85561.17647058824,96315.88235294116,102526.76470588236,79721.17647058824,77863.53806228373,68473.23529411765,95216.17647058824,100069.41176470587,92620.8910034602,99745.88235294116,130462.35294117648,74685.88235294117,93262.0588235294,67633.23529411765,61108.52076124567,47517.64705882353,98992.64705882352,62631.91176470588,482.9411764705882,74.11764705882354,898.2352941176471,468.1764705882353,18367.941176470587,2557.3529411764707,923.2352941176472,158.23529411764707,457.9411764705882,4334.558823529412,2226.470588235294,164.70588235294116,287.05882352941177,3047.058823529412,1027.6470588235293,559.7058823529412,332.3529411764706,448.8235294117647,311.1764705882353,287.3529411764705,1596.764705882353,2387.058823529412,1675.0,1378.8235294117646,212.35294117647047,1187.9411764705883,298.52941176470586,503.8235294117647,809.4117647058823,447.6470588235294,2205.2941176470586,169.11764705882354,11014.411764705885,2795.5882352941176,98.23529411764706,2153.823529411765,370.88235294117646,1190.294117647059,2312.6470588235293,222.7941176470588,760.2941176470589,274.3235294117647,2732.058823529412,5468.823529411765,1157.0588235294117,99.05882352941175,3137.058823529412,8425.588235294117,288.2352941176471,1012.3529411764706,83.52941176470588,28.676470588235293,221.1764705882353,13.0
"Develop Web site maps, application models, image templates, or page templates that meet project goals, user needs, or industry standards.",develop web site maps application models image templates or page templates that meet project goals user needs or industry standards,Prepare graphics or other visual representations of information.,Create visual designs or displays.,Thinking Creatively,Web Developers,web developers,15-1134.00,Web and Digital Interface Designers,15-1255,15-1255.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.809581199156373,False,0.7843856610576924,3.630625,96.614375,0.2333333333333333,0.4690969619612205,E2,E2,98992.64705882352,72653.81487889274,83517.34429065743,88434.70588235294,77620.8910034602,128812.9411764706,91499.11764705884,90808.5294117647,86000.58823529411,110755.88235294116,87110.57958477509,97867.35294117648,98992.64705882352,70885.29411764706,85317.35294117648,71124.11764705883,66920.29411764706,71930.29411764706,79483.82352941176,76087.05882352941,98992.64705882352,103787.9411764706,106891.4705882353,88712.94117647059,90754.41176470587,70804.10899653978,85431.76470588235,70425.58823529411,72062.64705882352,81487.64705882352,96639.70588235294,95252.64705882352,59838.23529411765,111103.23529411764,97381.17647058824,67758.5294117647,90256.75605536332,77384.11764705883,85561.17647058824,96315.88235294116,102526.76470588236,79721.17647058824,77863.53806228373,68473.23529411765,95216.17647058824,100069.41176470587,92620.8910034602,99745.88235294116,130462.35294117648,74685.88235294117,93262.0588235294,67633.23529411765,61108.52076124567,47517.64705882353,98992.64705882352,62631.91176470588,482.9411764705882,74.11764705882354,898.2352941176471,468.1764705882353,18367.941176470587,2557.3529411764707,923.2352941176472,158.23529411764707,457.9411764705882,4334.558823529412,2226.470588235294,164.70588235294116,287.05882352941177,3047.058823529412,1027.6470588235293,559.7058823529412,332.3529411764706,448.8235294117647,311.1764705882353,287.3529411764705,1596.764705882353,2387.058823529412,1675.0,1378.8235294117646,212.35294117647047,1187.9411764705883,298.52941176470586,503.8235294117647,809.4117647058823,447.6470588235294,2205.2941176470586,169.11764705882354,11014.411764705885,2795.5882352941176,98.23529411764706,2153.823529411765,370.88235294117646,1190.294117647059,2312.6470588235293,222.7941176470588,760.2941176470589,274.3235294117647,2732.058823529412,5468.823529411765,1157.0588235294117,99.05882352941175,3137.058823529412,8425.588235294117,288.2352941176471,1012.3529411764706,83.52941176470588,28.676470588235293,221.1764705882353,13.0
"Develop Web site maps, application models, image templates, or page templates that meet project goals, user needs, or industry standards.",develop web site maps application models image templates or page templates that meet project goals user needs or industry standards,Develop models of information or communications systems.,"Develop models of systems, processes, or products.",Thinking Creatively,Web Developers,web developers,15-1134.00,Web and Digital Interface Designers,15-1255,15-1255.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.809581199156373,False,0.7843856610576924,3.630625,96.614375,0.2333333333333333,0.4690969619612205,E2,E2,98992.64705882352,72653.81487889274,83517.34429065743,88434.70588235294,77620.8910034602,128812.9411764706,91499.11764705884,90808.5294117647,86000.58823529411,110755.88235294116,87110.57958477509,97867.35294117648,98992.64705882352,70885.29411764706,85317.35294117648,71124.11764705883,66920.29411764706,71930.29411764706,79483.82352941176,76087.05882352941,98992.64705882352,103787.9411764706,106891.4705882353,88712.94117647059,90754.41176470587,70804.10899653978,85431.76470588235,70425.58823529411,72062.64705882352,81487.64705882352,96639.70588235294,95252.64705882352,59838.23529411765,111103.23529411764,97381.17647058824,67758.5294117647,90256.75605536332,77384.11764705883,85561.17647058824,96315.88235294116,102526.76470588236,79721.17647058824,77863.53806228373,68473.23529411765,95216.17647058824,100069.41176470587,92620.8910034602,99745.88235294116,130462.35294117648,74685.88235294117,93262.0588235294,67633.23529411765,61108.52076124567,47517.64705882353,98992.64705882352,62631.91176470588,482.9411764705882,74.11764705882354,898.2352941176471,468.1764705882353,18367.941176470587,2557.3529411764707,923.2352941176472,158.23529411764707,457.9411764705882,4334.558823529412,2226.470588235294,164.70588235294116,287.05882352941177,3047.058823529412,1027.6470588235293,559.7058823529412,332.3529411764706,448.8235294117647,311.1764705882353,287.3529411764705,1596.764705882353,2387.058823529412,1675.0,1378.8235294117646,212.35294117647047,1187.9411764705883,298.52941176470586,503.8235294117647,809.4117647058823,447.6470588235294,2205.2941176470586,169.11764705882354,11014.411764705885,2795.5882352941176,98.23529411764706,2153.823529411765,370.88235294117646,1190.294117647059,2312.6470588235293,222.7941176470588,760.2941176470589,274.3235294117647,2732.058823529412,5468.823529411765,1157.0588235294117,99.05882352941175,3137.058823529412,8425.588235294117,288.2352941176471,1012.3529411764706,83.52941176470588,28.676470588235293,221.1764705882353,13.0
Develop work or security procedures.,develop work or security procedures,Determine operational procedures.,Determine operational methods or procedures.,Making Decisions and Solving Problems,First-Line Supervisors of Correctional Officers,firstline supervisors of correctional officers,33-1011.00,First-Line Supervisors of Correctional Officers,33-1011,33-1011.00,First-Line Supervisors of Law Enforcement Workers,Supervisors of Protective Service Workers,Protective Service Occupations,2026-05-31,0.0565356321475172,4.8119868637110015,False,0.8654653846153846,4.05,87.59,0.3740154522273767,0.6,E1,E2,77970.0,80230.0,98420.0,74840.0,49590.0,131210.0,81460.0,89160.0,84760.0,77970.0,55620.0,58640.0,97200.0,79330.0,105450.0,61460.0,74420.0,71590.0,62780.0,58960.0,67750.0,79150.0,105930.0,78150.0,96720.0,56470.0,46840.0,74630.0,80490.0,107260.0,85550.0,117450.0,63380.0,103320.0,67270.0,73240.0,77570.0,56100.0,99890.0,94600.0,77970.0,77110.0,77400.0,74140.0,62590.0,110410.0,81700.0,64190.0,98910.0,56490.0,96260.0,70770.0,77970.0,77970.0,77970.0,53380.0,470.0,300.0,890.0,1720.0,4550.0,810.0,490.0,240.0,239.0,6480.0,2310.0,60.0,160.0,2860.0,1360.0,310.0,1080.0,780.0,1300.0,140.0,2010.0,460.0,1020.0,750.0,340.0,1090.0,240.0,340.0,190.0,150.0,1340.0,530.0,3380.0,1090.0,180.0,600.0,530.0,610.0,1520.0,171.0,360.0,80.0,740.0,4200.0,340.0,60.0,2230.0,1400.0,230.0,800.0,110.0,23.0,320.0,11.0
"Develop work plans, including writing specifications or establishing material, manpower, or facilities needs.",develop work plans including writing specifications or establishing material manpower or facilities needs,Prepare detailed work plans.,Plan work activities.,"Organizing, Planning, and Prioritizing Work",Environmental Engineering Technicians,environmental engineering technicians,17-3025.00,Environmental Engineering Technologists and Technicians,17-3025,17-3025.00,"Engineering Technologists and Technicians, Except Drafters","Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0113071264295034,4.843773343293139,False,0.7508734615384615,3.83,42.19,0.4130771422173382,1.2,E2,E2,59920.0,60170.0,77860.0,65420.0,45290.0,60010.0,60740.0,59920.0,59920.0,59920.0,51970.0,60500.0,51810.0,62240.0,51540.0,53110.0,58690.0,59420.0,61470.0,60840.0,64660.0,67510.0,66860.0,50800.0,60110.0,36680.0,59920.0,58870.0,54690.0,75330.0,39880.0,60740.0,61170.0,62540.0,53660.0,59920.0,51830.0,61900.0,80770.0,59920.0,59920.0,63200.0,53960.0,80100.0,57150.0,60410.0,59920.0,52330.0,100050.0,47650.0,49190.0,59920.0,58770.0,44120.0,59920.0,12190.0,230.0,40.0,190.0,200.0,2060.0,224.0,80.0,80.0,55.0,420.0,670.0,50.0,80.0,80.0,130.0,80.0,112.0,200.0,100.0,50.0,250.0,320.0,220.0,50.0,100.0,180.0,80.0,40.0,70.0,53.0,400.0,130.0,470.0,120.0,33.0,630.0,370.0,140.0,250.0,39.0,220.0,40.0,450.0,1240.0,120.0,24.0,320.0,270.0,40.0,310.0,60.0,5.0,160.0,2.0
"Devise or evaluate methods and procedures for collecting data, such as surveys, opinion polls, and questionnaires.",devise or evaluate methods and procedures for collecting data such as surveys opinion polls and questionnaires,Evaluate program effectiveness.,"Evaluate programs, practices, or processes.","Judging the Qualities of Objects, Services, or People",Advertising and Promotions Managers,advertising and promotions managers,11-2011.00,Advertising and Promotions Managers,11-2011,11-2011.00,Advertising and Promotions Managers,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",Management Occupations,2026-05-31,0.0226142528590069,4.845918679302965,False,0.7116878205128205,3.691904761904762,72.79380952380953,0.2333333333333333,0.8311506351471362,E2,E2,133660.0,64640.0,133660.0,133660.0,74880.0,167230.0,164990.0,129280.0,133660.0,143040.0,133660.0,133810.0,133660.0,80680.0,167330.0,113930.0,108890.0,148560.0,107030.0,78810.0,106280.0,107380.0,163090.0,101610.0,126920.0,66520.0,81520.0,131770.0,106380.0,133660.0,120530.0,165390.0,133660.0,173700.0,121730.0,133660.0,102110.0,133660.0,154490.0,122940.0,157890.0,156300.0,133660.0,98170.0,104170.0,133660.0,133660.0,148400.0,163380.0,133660.0,131530.0,133660.0,133660.0,68620.0,133660.0,21470.0,60.0,45.0,444.0,140.0,3080.0,180.0,240.0,66.0,80.0,1362.0,420.0,86.0,60.0,160.0,120.0,210.0,40.0,230.0,120.0,88.0,460.0,300.0,220.0,110.0,100.0,403.0,70.0,160.0,213.0,50.0,470.0,80.0,3550.0,678.0,59.0,240.0,90.0,430.0,1540.0,60.0,316.0,63.0,450.0,3670.0,240.0,42.0,180.0,530.0,96.0,110.0,39.0,9.0,180.0,4.0
"Devise or evaluate methods and procedures for collecting data, such as surveys, opinion polls, and questionnaires.",devise or evaluate methods and procedures for collecting data such as surveys opinion polls and questionnaires,Develop procedures to evaluate organizational activities.,Develop operational or technical procedures or standards.,Developing Objectives and Strategies,Advertising and Promotions Managers,advertising and promotions managers,11-2011.00,Advertising and Promotions Managers,11-2011,11-2011.00,Advertising and Promotions Managers,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",Management Occupations,2026-05-31,0.0226142528590069,4.845918679302965,False,0.7116878205128205,3.691904761904762,72.79380952380953,0.2333333333333333,0.8311506351471362,E2,E2,133660.0,64640.0,133660.0,133660.0,74880.0,167230.0,164990.0,129280.0,133660.0,143040.0,133660.0,133810.0,133660.0,80680.0,167330.0,113930.0,108890.0,148560.0,107030.0,78810.0,106280.0,107380.0,163090.0,101610.0,126920.0,66520.0,81520.0,131770.0,106380.0,133660.0,120530.0,165390.0,133660.0,173700.0,121730.0,133660.0,102110.0,133660.0,154490.0,122940.0,157890.0,156300.0,133660.0,98170.0,104170.0,133660.0,133660.0,148400.0,163380.0,133660.0,131530.0,133660.0,133660.0,68620.0,133660.0,21470.0,60.0,45.0,444.0,140.0,3080.0,180.0,240.0,66.0,80.0,1362.0,420.0,86.0,60.0,160.0,120.0,210.0,40.0,230.0,120.0,88.0,460.0,300.0,220.0,110.0,100.0,403.0,70.0,160.0,213.0,50.0,470.0,80.0,3550.0,678.0,59.0,240.0,90.0,430.0,1540.0,60.0,316.0,63.0,450.0,3670.0,240.0,42.0,180.0,530.0,96.0,110.0,39.0,9.0,180.0,4.0
Devise scenario analyses reflecting possible severe market events.,devise scenario analyses reflecting possible severe market events,Assess risks to business operations.,Analyze business or financial risks.,Analyzing Data or Information,Financial Analysts,financial analysts,13-2051.00,Financial Risk Specialists,13-2054,13-2054.00,Financial Analysts and Advisors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.933828697660408,False,0.5516960817307691,4.12625,94.03625,0.3674778956548213,1.704928665866024,E2,E2,110326.8,86329.2,93467.6,98355.2,73310.0,119510.0,112404.0,111834.8,121372.8,102374.0,97303.2,100018.0,92154.4,88370.8,102802.4,90854.8,99291.2,84823.6,78009.6,66715.2,115724.0,109085.2,121107.2,99850.4,104253.6,88170.4,99564.0,100089.6,89979.2,92051.6,121936.0,119327.2,87437.6,132558.0,117808.0,76329.2,96552.4,82500.0,114864.8,94121.6,102588.4,96712.0,88651.2,91929.2,101547.2,84298.0,104933.136,116420.4,115498.8,82196.4,96740.0,151969.2,110326.8,61627.2,90965.136,206952.4,1730.4,117.2,3735.2,745.2,24767.2,4405.200000000001,1419.84,1702.4,1870.8,13432.4,5828.0,334.8,466.8,11368.0,1964.0,1235.6,975.6,1440.8000000000002,966.4,781.24,3035.6,7848.0,4150.0,4194.8,465.2,2682.8,237.2,779.92,1174.8,434.4,6417.6,540.0,31413.6,7764.799999999999,190.8,5782.0,915.6,1577.2,7621.2,1093.1999999999998,2019.2,461.2,2637.6,16319.2,2492.4,319.43999999999994,5917.2,4701.6,218.0,2923.6,179.6,88.0,851.6,41.04
"Devise, select, or purchase domain name and web address.",devise select or purchase domain name and web address,Create marketing materials.,Develop marketing or promotional materials.,Thinking Creatively,Online Merchants,online merchants,13-1199.06,Online Merchants,13-1199,13-1199.06,Miscellaneous Business Operations Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.783993549037396,False,0.0945423076923076,3.78,58.78,0.0059539600494071,0.1,E1,E1,83050.0,100240.0,94740.0,83280.0,61240.0,87570.0,92520.0,85530.0,95040.0,108160.0,79650.0,78410.0,92620.0,76400.0,82070.0,79030.0,80470.0,83350.0,74690.0,63220.0,78830.0,101500.0,93270.0,81810.0,77820.0,76980.0,80420.0,74990.0,77980.0,67330.0,83740.0,91060.0,79100.0,83450.0,80230.0,80500.0,79350.0,93640.0,77170.0,80590.0,88130.0,79110.0,85340.0,78690.0,80820.0,80190.0,71710.0,85200.0,100360.0,69240.0,67370.0,74060.0,88610.0,46700.0,65170.0,304887.0,7842.0,2266.0,13698.0,9199.0,173886.0,51235.0,6316.0,1795.0,42395.0,74300.0,75669.0,4030.0,3074.0,36954.0,7056.0,11106.0,11005.0,6585.0,19083.0,4745.0,44672.0,20092.0,23491.0,18410.0,4633.0,15770.0,5340.0,2849.0,10254.0,2154.0,38378.0,9480.0,32298.0,46198.0,2031.0,35551.0,6395.0,16738.0,30570.0,2513.0,9996.0,1055.0,13227.0,116975.0,3380.0,2737.0,50663.0,57943.0,4566.0,13698.0,1986.0,527.0,10500.0,415.0
"Devise, select, or purchase domain name and web address.",devise select or purchase domain name and web address,Purchase products or services.,Purchase goods or services.,Monitoring and Controlling Resources,Online Merchants,online merchants,13-1199.06,Online Merchants,13-1199,13-1199.06,Miscellaneous Business Operations Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.783993549037396,False,0.0945423076923076,3.78,58.78,0.0059539600494071,0.1,E1,E1,83050.0,100240.0,94740.0,83280.0,61240.0,87570.0,92520.0,85530.0,95040.0,108160.0,79650.0,78410.0,92620.0,76400.0,82070.0,79030.0,80470.0,83350.0,74690.0,63220.0,78830.0,101500.0,93270.0,81810.0,77820.0,76980.0,80420.0,74990.0,77980.0,67330.0,83740.0,91060.0,79100.0,83450.0,80230.0,80500.0,79350.0,93640.0,77170.0,80590.0,88130.0,79110.0,85340.0,78690.0,80820.0,80190.0,71710.0,85200.0,100360.0,69240.0,67370.0,74060.0,88610.0,46700.0,65170.0,304887.0,7842.0,2266.0,13698.0,9199.0,173886.0,51235.0,6316.0,1795.0,42395.0,74300.0,75669.0,4030.0,3074.0,36954.0,7056.0,11106.0,11005.0,6585.0,19083.0,4745.0,44672.0,20092.0,23491.0,18410.0,4633.0,15770.0,5340.0,2849.0,10254.0,2154.0,38378.0,9480.0,32298.0,46198.0,2031.0,35551.0,6395.0,16738.0,30570.0,2513.0,9996.0,1055.0,13227.0,116975.0,3380.0,2737.0,50663.0,57943.0,4566.0,13698.0,1986.0,527.0,10500.0,415.0
Diagnose acute or chronic conditions that could result in rapid physiological deterioration or life-threatening instability.,diagnose acute or chronic conditions that could result in rapid physiological deterioration or lifethreatening instability,Diagnose medical conditions.,Diagnose health conditions or disorders.,Making Decisions and Solving Problems,Acute Care Nurses,acute care nurses,29-1141.01,Acute Care Nurses,29-1141,29-1141.01,Registered Nurses,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.743439911797134,False,3.62698,4.87,75.0,0.2357363410927126,0.1,E0,E2,97550.0,77080.0,109480.0,99500.0,78940.0,140270.0,100260.0,102740.0,99520.0,102540.0,84190.0,93550.0,136320.0,92460.0,95990.0,83500.0,78630.0,79320.0,81040.0,80230.0,86990.0,99790.0,104550.0,94300.0,101510.0,77090.0,81780.0,85280.0,84730.0,103670.0,99700.0,106500.0,94340.0,109440.0,84350.0,80730.0,82510.0,82920.0,129010.0,96430.0,100640.0,82360.0,78060.0,81500.0,95970.0,84600.0,97460.0,93600.0,124200.0,80130.0,95530.0,83760.0,97550.0,39880.0,84120.0,509964.0,40997.0,5666.0,55188.0,22181.0,255713.0,41110.0,30261.0,10781.0,8631.0,173478.0,76162.0,9763.0,12735.0,104800.0,52042.0,25968.0,25500.0,37949.0,36945.0,12479.0,39918.0,66542.0,79179.0,52894.0,21924.0,57572.0,8261.0,18650.0,20423.0,11611.0,69922.0,13565.0,155273.0,83834.0,8555.0,108437.0,28873.0,29974.0,110542.0,7612.0,37534.0,11098.0,54471.0,204742.0,20687.0,5590.0,58462.0,52253.0,17677.0,51348.0,4021.0,521.0,16047.0,355.0
"Diagnose and correct problems from remote locations, using special switchboards to find the sources of problems.",diagnose and correct problems from remote locations using special switchboards to find the sources of problems,Troubleshoot equipment or systems operation problems.,Diagnose system or equipment problems.,Making Decisions and Solving Problems,"Telecommunications Equipment Installers and Repairers, Except Line Installers",telecommunications equipment installers and repairers except line installers,49-2022.00,"Telecommunications Equipment Installers and Repairers, Except Line Installers",49-2022,49-2022.00,Radio and Telecommunications Equipment Installers and Repairers,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers","Installation, Maintenance, and Repair Occupations",2026-05-31,0.0030529241359659,4.393434292102856,False,0.4147119230769231,3.81,56.07,0.0214247142846114,0.1,E0,E1,63890.0,59770.0,95850.0,72710.0,49740.0,76630.0,76410.0,75200.0,66670.0,73130.0,61030.0,64900.0,79250.0,62440.0,64630.0,61030.0,65710.0,58690.0,59700.0,80210.0,61720.0,63050.0,76500.0,61700.0,75150.0,61250.0,57610.0,73970.0,60520.0,62800.0,85240.0,78000.0,63600.0,67710.0,63970.0,90890.0,61680.0,50350.0,75270.0,64960.0,66960.0,61480.0,62000.0,61220.0,59370.0,65650.0,81800.0,61340.0,77610.0,63560.0,60770.0,60250.0,36600.0,33760.0,55960.0,140920.0,3200.0,520.0,3320.0,1320.0,14040.0,3180.0,1910.0,440.0,300.0,11820.0,6640.0,760.0,1080.0,5760.0,2050.0,1780.0,1480.0,2210.0,3060.0,400.0,2520.0,2890.0,3940.0,1900.0,1500.0,2260.0,630.0,1430.0,890.0,550.0,2690.0,1100.0,6240.0,3540.0,470.0,3560.0,1660.0,1710.0,5220.0,150.0,2130.0,520.0,2480.0,13440.0,2160.0,310.0,3310.0,3210.0,820.0,2120.0,310.0,190.0,480.0,60.0
"Diagnose faults or malfunctions to determine required repairs, using engine diagnostic equipment such as computerized test equipment and calibration devices.",diagnose faults or malfunctions to determine required repairs using engine diagnostic equipment such as computerized test equipment and calibration devices,Troubleshoot equipment or systems operation problems.,Diagnose system or equipment problems.,Making Decisions and Solving Problems,"Mobile Heavy Equipment Mechanics, Except Engines",mobile heavy equipment mechanics except engines,49-3042.00,"Mobile Heavy Equipment Mechanics, Except Engines",49-3042,49-3042.00,Heavy Vehicle and Mobile Equipment Service Technicians and Mechanics,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers","Installation, Maintenance, and Repair Occupations",2026-05-31,0.0030529241359659,4.785524160524161,True,1.083456153846154,4.17,95.02,0.1806672508198841,0.2,E2,E0,65510.0,63850.0,82670.0,64980.0,60530.0,78550.0,71830.0,78190.0,67010.0,70780.0,63550.0,60560.0,79170.0,64830.0,71370.0,64200.0,64290.0,60890.0,59220.0,62260.0,61280.0,68250.0,76070.0,66680.0,79370.0,58180.0,63390.0,72560.0,65150.0,79860.0,68570.0,78180.0,63630.0,66310.0,64080.0,76030.0,63200.0,58130.0,74740.0,63870.0,68130.0,59180.0,66730.0,61880.0,61940.0,63580.0,64020.0,63950.0,78620.0,56810.0,65450.0,73200.0,45280.0,43510.0,65510.0,176600.0,4640.0,1430.0,7040.0,1190.0,20080.0,4060.0,1080.0,540.0,130.0,9240.0,6270.0,530.0,1220.0,3470.0,3130.0,2820.0,1690.0,2540.0,4270.0,1490.0,1800.0,1620.0,3860.0,2890.0,1690.0,3370.0,1330.0,1490.0,2870.0,660.0,3520.0,1470.0,4700.0,5100.0,1720.0,6270.0,2800.0,2650.0,6870.0,260.0,2830.0,830.0,2600.0,20080.0,2230.0,350.0,4340.0,3900.0,2110.0,2090.0,1420.0,280.0,240.0,36.0
"Diagnose health conditions, based on patients' symptoms and health histories, laboratory and diagnostic radiology test results, or other physiological measurements, such as electrocardiograms and electroencephalographs.",diagnose health conditions based on patients symptoms and health histories laboratory and diagnostic radiology test results or other physiological measurements such as electrocardiograms and electroencephalographs,Analyze test data or images to inform diagnosis or treatment.,Analyze health or medical data.,Analyzing Data or Information,Naturopathic Physicians,naturopathic physicians,29-1199.04,Naturopathic Physicians,29-1299,29-1299.01,Miscellaneous Healthcare Diagnosing or Treating Practitioners,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.85921407859214,False,4.312229230769231,4.71,96.0,1.026557542543986,0.3,E0,E2,115210.0,115210.0,110220.0,95780.0,81330.0,125550.0,101570.0,119970.0,115210.0,151990.0,99260.0,126300.0,119520.0,115210.0,95080.0,83780.0,89480.0,86550.0,88610.0,115210.0,112010.0,164670.0,106060.0,92410.0,99400.0,115210.0,112260.0,122930.0,86260.0,85590.0,82550.0,100900.0,94660.0,127360.0,117210.0,101240.0,101710.0,115210.0,95600.0,103150.0,81280.0,115210.0,83780.0,90750.0,105370.0,119430.0,83740.0,87530.0,103380.0,115210.0,104330.0,101280.0,115210.0,83350.0,115210.0,19460.0,262.0,95.0,402.0,272.0,2175.0,884.0,557.0,60.0,666.0,1156.0,4255.0,122.0,106.0,1509.0,326.0,394.0,150.0,163.0,241.0,218.0,7939.0,816.0,829.0,394.0,245.0,571.0,150.0,122.0,326.0,313.0,639.0,190.0,1020.0,1088.0,190.0,1196.0,177.0,489.0,1183.0,63.0,287.0,82.0,408.0,1699.0,421.0,95.0,511.0,816.0,245.0,394.0,54.0,8.0,150.0,4.0
"Diagnose health conditions, based on patients' symptoms and health histories, laboratory and diagnostic radiology test results, or other physiological measurements, such as electrocardiograms and electroencephalographs.",diagnose health conditions based on patients symptoms and health histories laboratory and diagnostic radiology test results or other physiological measurements such as electrocardiograms and electroencephalographs,Diagnose medical conditions.,Diagnose health conditions or disorders.,Making Decisions and Solving Problems,Naturopathic Physicians,naturopathic physicians,29-1199.04,Naturopathic Physicians,29-1299,29-1299.01,Miscellaneous Healthcare Diagnosing or Treating Practitioners,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.85921407859214,False,4.312229230769231,4.71,96.0,1.026557542543986,0.3,E0,E2,115210.0,115210.0,110220.0,95780.0,81330.0,125550.0,101570.0,119970.0,115210.0,151990.0,99260.0,126300.0,119520.0,115210.0,95080.0,83780.0,89480.0,86550.0,88610.0,115210.0,112010.0,164670.0,106060.0,92410.0,99400.0,115210.0,112260.0,122930.0,86260.0,85590.0,82550.0,100900.0,94660.0,127360.0,117210.0,101240.0,101710.0,115210.0,95600.0,103150.0,81280.0,115210.0,83780.0,90750.0,105370.0,119430.0,83740.0,87530.0,103380.0,115210.0,104330.0,101280.0,115210.0,83350.0,115210.0,19460.0,262.0,95.0,402.0,272.0,2175.0,884.0,557.0,60.0,666.0,1156.0,4255.0,122.0,106.0,1509.0,326.0,394.0,150.0,163.0,241.0,218.0,7939.0,816.0,829.0,394.0,245.0,571.0,150.0,122.0,326.0,313.0,639.0,190.0,1020.0,1088.0,190.0,1196.0,177.0,489.0,1183.0,63.0,287.0,82.0,408.0,1699.0,421.0,95.0,511.0,816.0,245.0,394.0,54.0,8.0,150.0,4.0
"Diagnose illnesses, using examinations, tests, and reports.",diagnose illnesses using examinations tests and reports,Diagnose medical conditions.,Diagnose health conditions or disorders.,Making Decisions and Solving Problems,Anesthesiologists,anesthesiologists,29-1061.00,Anesthesiologists,29-1211,29-1211.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.9545,True,1.1923973076923078,4.07,95.27,0.0874686730705196,0.1,E2,E2,391490.0,392350.0,391490.0,391490.0,391490.0,391490.0,391490.0,481820.0,391490.0,202570.0,465370.0,230000.0,391490.0,449990.0,391490.0,394060.0,391490.0,437030.0,347960.0,410500.0,391490.0,418010.0,391490.0,391490.0,496510.0,391490.0,391490.0,391490.0,334210.0,391490.0,481640.0,391490.0,393970.0,445660.0,391490.0,391490.0,490530.0,391490.0,391490.0,461390.0,391490.0,238970.0,391490.0,330620.0,215230.0,391490.0,434780.0,488310.0,499990.0,391490.0,443990.0,391490.0,391490.0,391490.0,391490.0,38760.0,523.0,120.0,802.0,323.0,4510.0,712.0,420.0,120.0,100.0,2530.0,1040.0,155.0,212.0,1570.0,1460.0,450.0,600.0,1090.0,190.0,200.0,684.0,1100.0,1270.0,870.0,288.0,727.0,127.0,260.0,50.0,330.0,1061.0,50.0,7230.0,980.0,60.0,780.0,423.0,390.0,410.0,80.0,950.0,210.0,840.0,2800.0,430.0,90.0,1018.0,1540.0,174.0,790.0,70.0,16.0,232.0,8.0
"Diagnose mechanical problems and determine how to correct them, checking blueprints, repair manuals, or parts catalogs, as necessary.",diagnose mechanical problems and determine how to correct them checking blueprints repair manuals or parts catalogs as necessary,Read technical information needed to perform maintenance or repairs.,Read documents or materials to inform work processes.,Getting Information,"Maintenance and Repair Workers, General",maintenance and repair workers general,49-9071.00,"Maintenance and Repair Workers, General",49-9071,49-9071.00,"Maintenance and Repair Workers, General","Other Installation, Maintenance, and Repair Occupations","Installation, Maintenance, and Repair Occupations",2026-05-31,0.0030529241359659,4.533226666666667,True,0.8080892307692308,3.8,86.96,0.301482379309328,0.5,E2,E2,49590.0,43630.0,60270.0,47620.0,43400.0,57000.0,51280.0,57620.0,50150.0,60310.0,46060.0,47680.0,57960.0,48190.0,56720.0,49890.0,52160.0,47210.0,46810.0,43960.0,49430.0,51490.0,58320.0,47580.0,59200.0,44350.0,48370.0,46870.0,50700.0,52360.0,52830.0,54810.0,45760.0,57790.0,47910.0,49840.0,53420.0,42750.0,54350.0,49290.0,50900.0,47880.0,48100.0,47240.0,46670.0,50450.0,55510.0,49470.0,59160.0,38890.0,55810.0,47900.0,30450.0,23220.0,38850.0,1529700.0,16660.0,4590.0,39000.0,12410.0,143060.0,22960.0,11700.0,3310.0,4860.0,111530.0,48430.0,8030.0,8200.0,66600.0,34480.0,16500.0,12730.0,22190.0,21490.0,5820.0,23730.0,29830.0,39490.0,29660.0,14550.0,31180.0,5420.0,9850.0,16520.0,5780.0,37350.0,9320.0,119650.0,43440.0,3300.0,64770.0,18670.0,16160.0,55590.0,4500.0,28020.0,3450.0,35790.0,140580.0,16090.0,2610.0,34540.0,32450.0,8060.0,30880.0,3920.0,1240.0,12560.0,700.0
"Diagnose mechanical problems and determine how to correct them, checking blueprints, repair manuals, or parts catalogs, as necessary.",diagnose mechanical problems and determine how to correct them checking blueprints repair manuals or parts catalogs as necessary,Troubleshoot equipment or systems operation problems.,Diagnose system or equipment problems.,Making Decisions and Solving Problems,"Maintenance and Repair Workers, General",maintenance and repair workers general,49-9071.00,"Maintenance and Repair Workers, General",49-9071,49-9071.00,"Maintenance and Repair Workers, General","Other Installation, Maintenance, and Repair Occupations","Installation, Maintenance, and Repair Occupations",2026-05-31,0.0030529241359659,4.533226666666667,True,0.8080892307692308,3.8,86.96,0.301482379309328,0.5,E2,E2,49590.0,43630.0,60270.0,47620.0,43400.0,57000.0,51280.0,57620.0,50150.0,60310.0,46060.0,47680.0,57960.0,48190.0,56720.0,49890.0,52160.0,47210.0,46810.0,43960.0,49430.0,51490.0,58320.0,47580.0,59200.0,44350.0,48370.0,46870.0,50700.0,52360.0,52830.0,54810.0,45760.0,57790.0,47910.0,49840.0,53420.0,42750.0,54350.0,49290.0,50900.0,47880.0,48100.0,47240.0,46670.0,50450.0,55510.0,49470.0,59160.0,38890.0,55810.0,47900.0,30450.0,23220.0,38850.0,1529700.0,16660.0,4590.0,39000.0,12410.0,143060.0,22960.0,11700.0,3310.0,4860.0,111530.0,48430.0,8030.0,8200.0,66600.0,34480.0,16500.0,12730.0,22190.0,21490.0,5820.0,23730.0,29830.0,39490.0,29660.0,14550.0,31180.0,5420.0,9850.0,16520.0,5780.0,37350.0,9320.0,119650.0,43440.0,3300.0,64770.0,18670.0,16160.0,55590.0,4500.0,28020.0,3450.0,35790.0,140580.0,16090.0,2610.0,34540.0,32450.0,8060.0,30880.0,3920.0,1240.0,12560.0,700.0
"Diagnose medical conditions of patients, using records, reports, test results, or examination information.",diagnose medical conditions of patients using records reports test results or examination information,Analyze test data or images to inform diagnosis or treatment.,Analyze health or medical data.,Analyzing Data or Information,"Physicians and Surgeons, All Other",physicians and surgeons all other,29-1069.00,Cardiologists,29-1212,29-1212.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.777622237776223,False,2.172264024725275,4.651428571428572,94.45023809523808,0.3617859372648489,0.1432432432432432,E2,E2,409608.4615384616,460318.4023668639,432768.5207100592,409608.4615384616,409608.4615384616,306224.5562130178,409608.4615384616,451247.6923076923,409608.4615384616,360388.5207100592,301876.1538461539,399499.2307692308,409608.4615384616,308281.5976331361,459566.0946745562,458673.8461538461,361674.6153846154,409608.4615384616,348831.53846153844,409608.4615384616,409608.4615384616,398824.6153846154,380866.21301775146,418346.1538461539,399556.21301775146,325259.2899408284,544798.4615384615,409608.4615384616,498535.3846153846,409608.4615384616,409608.4615384616,302047.6923076923,407196.9822485207,389543.8461538461,371776.9822485207,400606.21301775146,435993.8461538461,376725.4437869822,409608.4615384616,487844.5562130178,458674.6153846154,373182.3668639053,401133.9053254438,502133.7869822485,359900.76923076925,264633.90532544383,421030.0591715976,433535.325443787,508005.3846153846,453558.5207100592,514364.5562130178,409608.4615384616,409608.4615384616,409608.4615384616,409608.4615384616,25684.615384615383,108.46153846153848,126.76923076923076,489.5384615384616,131.07692307692307,2670.7692307692305,512.3076923076924,400.7692307692308,84.61538461538461,117.6923076923077,1533.8461538461538,962.6153846153846,82.3076923076923,269.6923076923077,813.8461538461538,694.6153846153846,202.30769230769232,236.0,485.2307692307692,399.38461538461536,220.00000000000003,505.2307692307692,714.6153846153846,646.9230769230769,726.9230769230769,265.38461538461536,328.76923076923083,114.15384615384616,288.46153846153845,255.00000000000003,254.6153846153846,593.6923076923077,224.6153846153846,3186.1538461538457,520.7692307692307,99.23076923076924,980.7692307692308,161.53846153846155,548.4615384615385,602.3076923076924,183.84615384615384,140.0,126.15384615384616,548.1538461538462,1366.1538461538462,204.61538461538464,102.3076923076923,869.2307692307693,406.2307692307692,214.6153846153846,770.7692307692307,38.61538461538461,11.0,110.6153846153846,5.0
"Diagnose neurological conditions based on interpretation of examination findings, histories, or test results.",diagnose neurological conditions based on interpretation of examination findings histories or test results,Analyze test data or images to inform diagnosis or treatment.,Analyze health or medical data.,Analyzing Data or Information,Neurologists,neurologists,29-1069.04,Neurologists,29-1217,29-1217.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.851913304988075,False,4.061021538461539,4.74,98.51,0.6751804269293926,0.2,E0,E2,248560.0,248560.0,354760.0,409610.0,317880.0,357080.0,356250.0,320680.0,248560.0,332000.0,322750.0,248560.0,248560.0,248560.0,237080.0,220210.0,248560.0,248560.0,338850.0,248560.0,248560.0,302840.0,248560.0,248560.0,381670.0,248560.0,248560.0,248560.0,269270.0,248560.0,248560.0,222120.0,248560.0,155990.0,325550.0,248560.0,248560.0,248560.0,248560.0,248560.0,248560.0,352680.0,248560.0,229670.0,360640.0,248560.0,434730.0,248560.0,327140.0,63500.0,342520.0,248560.0,248560.0,248560.0,248560.0,10590.0,143.0,100.0,80.0,70.0,1090.0,120.0,120.0,33.0,50.0,520.0,120.0,42.0,58.0,240.0,360.0,105.0,60.0,230.0,131.0,50.0,187.0,246.0,120.0,310.0,79.0,199.0,35.0,80.0,105.0,46.0,140.0,59.0,2810.0,180.0,29.0,940.0,116.0,133.0,30.0,34.0,40.0,31.0,220.0,660.0,100.0,40.0,278.0,180.0,60.0,130.0,19.0,5.0,64.0,2.0
"Diagnose neurological conditions based on interpretation of examination findings, histories, or test results.",diagnose neurological conditions based on interpretation of examination findings histories or test results,Diagnose medical conditions.,Diagnose health conditions or disorders.,Making Decisions and Solving Problems,Neurologists,neurologists,29-1069.04,Neurologists,29-1217,29-1217.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.851913304988075,False,4.061021538461539,4.74,98.51,0.6751804269293926,0.2,E0,E2,248560.0,248560.0,354760.0,409610.0,317880.0,357080.0,356250.0,320680.0,248560.0,332000.0,322750.0,248560.0,248560.0,248560.0,237080.0,220210.0,248560.0,248560.0,338850.0,248560.0,248560.0,302840.0,248560.0,248560.0,381670.0,248560.0,248560.0,248560.0,269270.0,248560.0,248560.0,222120.0,248560.0,155990.0,325550.0,248560.0,248560.0,248560.0,248560.0,248560.0,248560.0,352680.0,248560.0,229670.0,360640.0,248560.0,434730.0,248560.0,327140.0,63500.0,342520.0,248560.0,248560.0,248560.0,248560.0,10590.0,143.0,100.0,80.0,70.0,1090.0,120.0,120.0,33.0,50.0,520.0,120.0,42.0,58.0,240.0,360.0,105.0,60.0,230.0,131.0,50.0,187.0,246.0,120.0,310.0,79.0,199.0,35.0,80.0,105.0,46.0,140.0,59.0,2810.0,180.0,29.0,940.0,116.0,133.0,30.0,34.0,40.0,31.0,220.0,660.0,100.0,40.0,278.0,180.0,60.0,130.0,19.0,5.0,64.0,2.0
"Diagnose or treat acute health care problems, such as illnesses, infections, or injuries.",diagnose or treat acute health care problems such as illnesses infections or injuries,Diagnose medical conditions.,Diagnose health conditions or disorders.,Making Decisions and Solving Problems,Nurse Practitioners,nurse practitioners,29-1171.00,Nurse Practitioners,29-1171,29-1171.00,Nurse Practitioners,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.7222,True,4.41836,4.7,100.0,0.5812961500013881,0.279840906396591,E0,E2,132300.0,105750.0,155170.0,134420.0,125660.0,168520.0,132930.0,138470.0,131040.0,135880.0,129510.0,129430.0,135570.0,132540.0,130680.0,128830.0,130160.0,126650.0,122870.0,125600.0,130260.0,131110.0,142440.0,131450.0,133260.0,124730.0,129930.0,137210.0,132130.0,140670.0,137550.0,159310.0,137520.0,153510.0,128990.0,130070.0,124870.0,133390.0,155680.0,130140.0,135970.0,123290.0,128840.0,117590.0,131670.0,130920.0,134740.0,127810.0,156100.0,127320.0,131980.0,132200.0,118670.0,132300.0,132300.0,323040.0,5640.0,710.0,7219.999999999999,3970.0,25120.0,4270.0,3750.0,1430.0,680.0,21790.0,10460.0,550.0,1750.0,9270.0,7450.0,3240.0,3780.0,4770.0,5380.0,1650.0,6710.0,8070.0,8290.0,7779.999999999999,4690.0,7709.999999999999,1260.0,2340.0,1930.0,1770.0,9950.0,1770.0,22890.0,9800.0,1290.0,15400.0,3620.0,2820.0,10670.0,1180.0,5670.0,1020.0,12150.0,25970.0,2740.0,700.0,7110.0,6700.0,2550.0,5160.0,440.0,90.0,1937.0,66.0
"Diagnose or treat acute health care problems, such as illnesses, infections, or injuries.",diagnose or treat acute health care problems such as illnesses infections or injuries,"Treat acute illnesses, infections, or injuries.","Treat injuries, illnesses, or diseases.",Assisting and Caring for Others,Nurse Practitioners,nurse practitioners,29-1171.00,Nurse Practitioners,29-1171,29-1171.00,Nurse Practitioners,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.7222,True,4.41836,4.7,100.0,0.5812961500013881,0.279840906396591,E0,E2,132300.0,105750.0,155170.0,134420.0,125660.0,168520.0,132930.0,138470.0,131040.0,135880.0,129510.0,129430.0,135570.0,132540.0,130680.0,128830.0,130160.0,126650.0,122870.0,125600.0,130260.0,131110.0,142440.0,131450.0,133260.0,124730.0,129930.0,137210.0,132130.0,140670.0,137550.0,159310.0,137520.0,153510.0,128990.0,130070.0,124870.0,133390.0,155680.0,130140.0,135970.0,123290.0,128840.0,117590.0,131670.0,130920.0,134740.0,127810.0,156100.0,127320.0,131980.0,132200.0,118670.0,132300.0,132300.0,323040.0,5640.0,710.0,7219.999999999999,3970.0,25120.0,4270.0,3750.0,1430.0,680.0,21790.0,10460.0,550.0,1750.0,9270.0,7450.0,3240.0,3780.0,4770.0,5380.0,1650.0,6710.0,8070.0,8290.0,7779.999999999999,4690.0,7709.999999999999,1260.0,2340.0,1930.0,1770.0,9950.0,1770.0,22890.0,9800.0,1290.0,15400.0,3620.0,2820.0,10670.0,1180.0,5670.0,1020.0,12150.0,25970.0,2740.0,700.0,7110.0,6700.0,2550.0,5160.0,440.0,90.0,1937.0,66.0
Diagnose performance problems by reviewing reports or documentation from customers or field engineers or by inspecting malfunctioning or damaged products.,diagnose performance problems by reviewing reports or documentation from customers or field engineers or by inspecting malfunctioning or damaged products,"Investigate system, equipment, or product failures.",Investigate organizational or operational problems.,Getting Information,Aerospace Engineers,aerospace engineers,17-2011.00,Aerospace Engineers,17-2011,17-2011.00,Aerospace Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0339213792885103,4.709440879926673,True,0.48538,3.81,63.26,0.1270614011702203,0.5,E2,E2,134960.0,127540.0,101710.0,123170.0,102040.0,157620.0,156190.0,129500.0,134960.0,157600.0,129280.0,140460.0,137240.0,95700.0,108940.0,107400.0,134960.0,130330.0,126130.0,136970.0,134960.0,156750.0,149470.0,128960.0,159060.0,109200.0,130680.0,134960.0,135670.0,96730.0,134960.0,126430.0,132850.0,130330.0,122930.0,134960.0,138440.0,125470.0,124630.0,133940.0,134960.0,137030.0,134960.0,128510.0,130270.0,135840.0,144400.0,143210.0,158370.0,134960.0,88400.0,134960.0,134960.0,134960.0,134960.0,67710.0,5820.0,100.0,3110.0,180.0,9170.0,4070.0,1160.0,210.0,290.0,3250.0,2230.0,40.0,190.0,200.0,440.0,40.0,1730.0,290.0,90.0,277.0,3180.0,990.0,1905.0,140.0,90.0,650.0,221.0,130.0,270.0,40.0,3400.0,570.0,560.0,650.0,186.0,3710.0,1090.0,250.0,990.0,217.0,650.0,198.0,610.0,6750.0,1010.0,100.0,2540.0,5760.0,303.0,120.0,121.0,29.0,406.0,14.0
Diagnose performance problems by reviewing reports or documentation from customers or field engineers or by inspecting malfunctioning or damaged products.,diagnose performance problems by reviewing reports or documentation from customers or field engineers or by inspecting malfunctioning or damaged products,Inspect equipment or systems.,"Inspect commercial, industrial, or production systems or equipment.","Inspecting Equipment, Structures, or Materials",Aerospace Engineers,aerospace engineers,17-2011.00,Aerospace Engineers,17-2011,17-2011.00,Aerospace Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0339213792885103,4.709440879926673,True,0.48538,3.81,63.26,0.1270614011702203,0.5,E2,E2,134960.0,127540.0,101710.0,123170.0,102040.0,157620.0,156190.0,129500.0,134960.0,157600.0,129280.0,140460.0,137240.0,95700.0,108940.0,107400.0,134960.0,130330.0,126130.0,136970.0,134960.0,156750.0,149470.0,128960.0,159060.0,109200.0,130680.0,134960.0,135670.0,96730.0,134960.0,126430.0,132850.0,130330.0,122930.0,134960.0,138440.0,125470.0,124630.0,133940.0,134960.0,137030.0,134960.0,128510.0,130270.0,135840.0,144400.0,143210.0,158370.0,134960.0,88400.0,134960.0,134960.0,134960.0,134960.0,67710.0,5820.0,100.0,3110.0,180.0,9170.0,4070.0,1160.0,210.0,290.0,3250.0,2230.0,40.0,190.0,200.0,440.0,40.0,1730.0,290.0,90.0,277.0,3180.0,990.0,1905.0,140.0,90.0,650.0,221.0,130.0,270.0,40.0,3400.0,570.0,560.0,650.0,186.0,3710.0,1090.0,250.0,990.0,217.0,650.0,198.0,610.0,6750.0,1010.0,100.0,2540.0,5760.0,303.0,120.0,121.0,29.0,406.0,14.0
Diagnose problems with installed equipment.,diagnose problems with installed equipment,Troubleshoot equipment or systems operation problems.,Diagnose system or equipment problems.,Making Decisions and Solving Problems,Sales Engineers,sales engineers,41-9031.00,Sales Engineers,41-9031,41-9031.00,Sales Engineers,Other Sales and Related Workers,Sales and Related Occupations,2026-05-31,0.1696068964425518,4.512492320294901,True,0.3269519230769231,3.56,42.77,0.0427248628342888,0.3,E2,E2,124900.0,104410.0,71080.0,131870.0,130760.0,139160.0,139990.0,123660.0,167200.0,124900.0,125530.0,98840.0,124900.0,128030.0,99710.0,74960.0,83450.0,98000.0,90190.0,121680.0,95180.0,153410.0,136200.0,114180.0,100570.0,124900.0,90960.0,124900.0,90140.0,99020.0,107850.0,139010.0,119420.0,137480.0,121530.0,124900.0,97420.0,114520.0,128170.0,98500.0,149750.0,114250.0,119110.0,111580.0,130610.0,117650.0,116790.0,124900.0,147620.0,135260.0,117970.0,124900.0,124900.0,62970.0,124900.0,51790.0,220.0,108.0,1000.0,30.0,6310.0,2800.0,760.0,80.0,232.0,2410.0,1630.0,208.0,360.0,1150.0,980.0,310.0,220.0,380.0,640.0,140.0,850.0,3150.0,2290.0,990.0,90.0,710.0,169.0,130.0,320.0,300.0,1760.0,80.0,3150.0,2530.0,142.0,1210.0,290.0,540.0,1980.0,30.0,770.0,100.0,530.0,6800.0,480.0,101.0,1260.0,760.0,40.0,1300.0,93.0,22.0,70.0,11.0
"Diagnose, troubleshoot, and resolve hardware, software, or other network and system problems, and replace defective components when necessary.",diagnose troubleshoot and resolve hardware software or other network and system problems and replace defective components when necessary,Resolve computer network problems.,Resolve computer problems.,Working with Computers,Network and Computer Systems Administrators,network and computer systems administrators,15-1142.00,Network and Computer Systems Administrators,15-1244,15-1244.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0565356321475172,4.504409701342954,True,1.1775557692307692,4.08,97.96,0.7501158433210587,0.7999999999999999,E2,E1,99130.0,81400.0,97500.0,90280.0,81590.0,106440.0,103370.0,105880.0,94200.0,110970.0,95200.0,97170.0,101450.0,91880.0,100080.0,84550.0,84500.0,83340.0,87020.0,90160.0,83890.0,118290.0,110980.0,92750.0,101870.0,79990.0,80870.0,80950.0,84700.0,103440.0,100230.0,116420.0,90790.0,105810.0,95230.0,86450.0,97570.0,83990.0,102000.0,86140.0,103100.0,92520.0,75010.0,88100.0,101240.0,95820.0,86020.0,109610.0,103910.0,74490.0,83650.0,75220.0,59820.0,54200.0,99130.0,314340.0,5040.0,920.0,5810.0,1750.0,26170.0,8360.0,2170.0,850.0,1320.0,26890.0,9190.0,1490.0,1010.0,9820.0,4310.0,3110.0,4100.0,2800.0,1789.9999999999998,920.0,9230.0,8270.0,6899.999999999999,4550.0,1380.0,5810.0,850.0,1560.0,1980.0,1660.0,9280.0,1220.0,18220.0,13850.000000000002,930.0,15130.0,2580.0,4880.0,7750.0,1060.0,3579.9999999999995,1690.0,5070.0,34840.0,2050.0,560.0,12430.0,8600.0,1510.0,8470.0,610.0,90.0,890.0000000000001,64.0
"Diagnose, troubleshoot, and resolve hardware, software, or other network and system problems, and replace defective components when necessary.",diagnose troubleshoot and resolve hardware software or other network and system problems and replace defective components when necessary,Troubleshoot issues with computer applications or systems.,Resolve computer problems.,Working with Computers,Network and Computer Systems Administrators,network and computer systems administrators,15-1142.00,Network and Computer Systems Administrators,15-1244,15-1244.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0565356321475172,4.504409701342954,True,1.1775557692307692,4.08,97.96,0.7501158433210587,0.7999999999999999,E2,E1,99130.0,81400.0,97500.0,90280.0,81590.0,106440.0,103370.0,105880.0,94200.0,110970.0,95200.0,97170.0,101450.0,91880.0,100080.0,84550.0,84500.0,83340.0,87020.0,90160.0,83890.0,118290.0,110980.0,92750.0,101870.0,79990.0,80870.0,80950.0,84700.0,103440.0,100230.0,116420.0,90790.0,105810.0,95230.0,86450.0,97570.0,83990.0,102000.0,86140.0,103100.0,92520.0,75010.0,88100.0,101240.0,95820.0,86020.0,109610.0,103910.0,74490.0,83650.0,75220.0,59820.0,54200.0,99130.0,314340.0,5040.0,920.0,5810.0,1750.0,26170.0,8360.0,2170.0,850.0,1320.0,26890.0,9190.0,1490.0,1010.0,9820.0,4310.0,3110.0,4100.0,2800.0,1789.9999999999998,920.0,9230.0,8270.0,6899.999999999999,4550.0,1380.0,5810.0,850.0,1560.0,1980.0,1660.0,9280.0,1220.0,18220.0,13850.000000000002,930.0,15130.0,2580.0,4880.0,7750.0,1060.0,3579.9999999999995,1690.0,5070.0,34840.0,2050.0,560.0,12430.0,8600.0,1510.0,8470.0,610.0,90.0,890.0000000000001,64.0
"Diagnose, troubleshoot, and resolve hardware, software, or other network and system problems, and replace defective components when necessary.",diagnose troubleshoot and resolve hardware software or other network and system problems and replace defective components when necessary,Resolve computer software problems.,Resolve computer problems.,Working with Computers,Network and Computer Systems Administrators,network and computer systems administrators,15-1142.00,Network and Computer Systems Administrators,15-1244,15-1244.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0565356321475172,4.504409701342954,True,1.1775557692307692,4.08,97.96,0.7501158433210587,0.7999999999999999,E2,E1,99130.0,81400.0,97500.0,90280.0,81590.0,106440.0,103370.0,105880.0,94200.0,110970.0,95200.0,97170.0,101450.0,91880.0,100080.0,84550.0,84500.0,83340.0,87020.0,90160.0,83890.0,118290.0,110980.0,92750.0,101870.0,79990.0,80870.0,80950.0,84700.0,103440.0,100230.0,116420.0,90790.0,105810.0,95230.0,86450.0,97570.0,83990.0,102000.0,86140.0,103100.0,92520.0,75010.0,88100.0,101240.0,95820.0,86020.0,109610.0,103910.0,74490.0,83650.0,75220.0,59820.0,54200.0,99130.0,314340.0,5040.0,920.0,5810.0,1750.0,26170.0,8360.0,2170.0,850.0,1320.0,26890.0,9190.0,1490.0,1010.0,9820.0,4310.0,3110.0,4100.0,2800.0,1789.9999999999998,920.0,9230.0,8270.0,6899.999999999999,4550.0,1380.0,5810.0,850.0,1560.0,1980.0,1660.0,9280.0,1220.0,18220.0,13850.000000000002,930.0,15130.0,2580.0,4880.0,7750.0,1060.0,3579.9999999999995,1690.0,5070.0,34840.0,2050.0,560.0,12430.0,8600.0,1510.0,8470.0,610.0,90.0,890.0000000000001,64.0
Direct and coordinate activities of assistants and other personnel during production.,direct and coordinate activities of assistants and other personnel during production,Coordinate activities of production personnel.,"Direct organizational operations, activities, or procedures.","Guiding, Directing, and Motivating Subordinates",Audio and Video Equipment Technicians,audio and video equipment technicians,27-4011.00,Audio and Video Technicians,27-4011,27-4011.00,"Broadcast, Sound, and Lighting Technicians",Media and Communication Equipment Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.682954312640852,False,1.856236153846154,3.71,85.37,0.1326087224991913,0.1,E0,E0,58100.0,50160.0,62060.0,47140.0,43910.0,64620.0,56790.0,62120.0,59700.0,78770.0,54230.0,51350.0,60150.0,49950.0,60740.0,49870.0,51030.0,50030.0,48320.0,44480.0,46080.0,70040.0,58100.0,58300.0,53800.0,43500.0,50680.0,46700.0,50660.0,62770.0,56180.0,71040.0,47070.0,67600.0,46700.0,50110.0,49890.0,49010.0,52000.0,56890.0,64070.0,52000.0,58100.0,49970.0,49440.0,48730.0,51500.0,53960.0,69270.0,46590.0,51390.0,49680.0,58100.0,30860.0,58100.0,70230.0,320.0,70.0,1340.0,150.0,9280.0,830.0,820.0,130.0,830.0,6000.0,1630.0,430.0,210.0,3020.0,1390.0,290.0,220.0,600.0,860.0,150.0,1770.0,1632.0,1700.0,960.0,200.0,1370.0,140.0,290.0,1580.0,170.0,2280.0,420.0,7990.0,1870.0,100.0,1430.0,540.0,630.0,3080.0,150.0,440.0,205.0,1640.0,4280.0,1880.0,170.0,1900.0,1360.0,200.0,760.0,50.0,30.0,280.0,14.0
"Direct and execute pre-production activities, such as creating moodboards or storyboards and establishing a project timeline.",direct and execute preproduction activities such as creating moodboards or storyboards and establishing a project timeline,Create images or other visual displays.,Create visual designs or displays.,Thinking Creatively,Web Developers,web developers,15-1134.00,Web and Digital Interface Designers,15-1255,15-1255.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.1696068964425518,4.648334002408671,False,0.7843856610576924,3.630625,96.614375,0.2333333333333333,0.4690969619612205,E2,E2,98992.64705882352,72653.81487889274,83517.34429065743,88434.70588235294,77620.8910034602,128812.9411764706,91499.11764705884,90808.5294117647,86000.58823529411,110755.88235294116,87110.57958477509,97867.35294117648,98992.64705882352,70885.29411764706,85317.35294117648,71124.11764705883,66920.29411764706,71930.29411764706,79483.82352941176,76087.05882352941,98992.64705882352,103787.9411764706,106891.4705882353,88712.94117647059,90754.41176470587,70804.10899653978,85431.76470588235,70425.58823529411,72062.64705882352,81487.64705882352,96639.70588235294,95252.64705882352,59838.23529411765,111103.23529411764,97381.17647058824,67758.5294117647,90256.75605536332,77384.11764705883,85561.17647058824,96315.88235294116,102526.76470588236,79721.17647058824,77863.53806228373,68473.23529411765,95216.17647058824,100069.41176470587,92620.8910034602,99745.88235294116,130462.35294117648,74685.88235294117,93262.0588235294,67633.23529411765,61108.52076124567,47517.64705882353,98992.64705882352,62631.91176470588,482.9411764705882,74.11764705882354,898.2352941176471,468.1764705882353,18367.941176470587,2557.3529411764707,923.2352941176472,158.23529411764707,457.9411764705882,4334.558823529412,2226.470588235294,164.70588235294116,287.05882352941177,3047.058823529412,1027.6470588235293,559.7058823529412,332.3529411764706,448.8235294117647,311.1764705882353,287.3529411764705,1596.764705882353,2387.058823529412,1675.0,1378.8235294117646,212.35294117647047,1187.9411764705883,298.52941176470586,503.8235294117647,809.4117647058823,447.6470588235294,2205.2941176470586,169.11764705882354,11014.411764705885,2795.5882352941176,98.23529411764706,2153.823529411765,370.88235294117646,1190.294117647059,2312.6470588235293,222.7941176470588,760.2941176470589,274.3235294117647,2732.058823529412,5468.823529411765,1157.0588235294117,99.05882352941175,3137.058823529412,8425.588235294117,288.2352941176471,1012.3529411764706,83.52941176470588,28.676470588235293,221.1764705882353,13.0
"Direct and execute pre-production activities, such as creating moodboards or storyboards and establishing a project timeline.",direct and execute preproduction activities such as creating moodboards or storyboards and establishing a project timeline,Develop detailed project plans.,Plan work activities.,"Organizing, Planning, and Prioritizing Work",Web Developers,web developers,15-1134.00,Web and Digital Interface Designers,15-1255,15-1255.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.1696068964425518,4.648334002408671,False,0.7843856610576924,3.630625,96.614375,0.2333333333333333,0.4690969619612205,E2,E2,98992.64705882352,72653.81487889274,83517.34429065743,88434.70588235294,77620.8910034602,128812.9411764706,91499.11764705884,90808.5294117647,86000.58823529411,110755.88235294116,87110.57958477509,97867.35294117648,98992.64705882352,70885.29411764706,85317.35294117648,71124.11764705883,66920.29411764706,71930.29411764706,79483.82352941176,76087.05882352941,98992.64705882352,103787.9411764706,106891.4705882353,88712.94117647059,90754.41176470587,70804.10899653978,85431.76470588235,70425.58823529411,72062.64705882352,81487.64705882352,96639.70588235294,95252.64705882352,59838.23529411765,111103.23529411764,97381.17647058824,67758.5294117647,90256.75605536332,77384.11764705883,85561.17647058824,96315.88235294116,102526.76470588236,79721.17647058824,77863.53806228373,68473.23529411765,95216.17647058824,100069.41176470587,92620.8910034602,99745.88235294116,130462.35294117648,74685.88235294117,93262.0588235294,67633.23529411765,61108.52076124567,47517.64705882353,98992.64705882352,62631.91176470588,482.9411764705882,74.11764705882354,898.2352941176471,468.1764705882353,18367.941176470587,2557.3529411764707,923.2352941176472,158.23529411764707,457.9411764705882,4334.558823529412,2226.470588235294,164.70588235294116,287.05882352941177,3047.058823529412,1027.6470588235293,559.7058823529412,332.3529411764706,448.8235294117647,311.1764705882353,287.3529411764705,1596.764705882353,2387.058823529412,1675.0,1378.8235294117646,212.35294117647047,1187.9411764705883,298.52941176470586,503.8235294117647,809.4117647058823,447.6470588235294,2205.2941176470586,169.11764705882354,11014.411764705885,2795.5882352941176,98.23529411764706,2153.823529411765,370.88235294117646,1190.294117647059,2312.6470588235293,222.7941176470588,760.2941176470589,274.3235294117647,2732.058823529412,5468.823529411765,1157.0588235294117,99.05882352941175,3137.058823529412,8425.588235294117,288.2352941176471,1012.3529411764706,83.52941176470588,28.676470588235293,221.1764705882353,13.0
"Direct and execute pre-production activities, such as creating moodboards or storyboards and establishing a project timeline.",direct and execute preproduction activities such as creating moodboards or storyboards and establishing a project timeline,Supervise information technology personnel.,Supervise personnel activities.,"Guiding, Directing, and Motivating Subordinates",Web Developers,web developers,15-1134.00,Web and Digital Interface Designers,15-1255,15-1255.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.1696068964425518,4.648334002408671,False,0.7843856610576924,3.630625,96.614375,0.2333333333333333,0.4690969619612205,E2,E2,98992.64705882352,72653.81487889274,83517.34429065743,88434.70588235294,77620.8910034602,128812.9411764706,91499.11764705884,90808.5294117647,86000.58823529411,110755.88235294116,87110.57958477509,97867.35294117648,98992.64705882352,70885.29411764706,85317.35294117648,71124.11764705883,66920.29411764706,71930.29411764706,79483.82352941176,76087.05882352941,98992.64705882352,103787.9411764706,106891.4705882353,88712.94117647059,90754.41176470587,70804.10899653978,85431.76470588235,70425.58823529411,72062.64705882352,81487.64705882352,96639.70588235294,95252.64705882352,59838.23529411765,111103.23529411764,97381.17647058824,67758.5294117647,90256.75605536332,77384.11764705883,85561.17647058824,96315.88235294116,102526.76470588236,79721.17647058824,77863.53806228373,68473.23529411765,95216.17647058824,100069.41176470587,92620.8910034602,99745.88235294116,130462.35294117648,74685.88235294117,93262.0588235294,67633.23529411765,61108.52076124567,47517.64705882353,98992.64705882352,62631.91176470588,482.9411764705882,74.11764705882354,898.2352941176471,468.1764705882353,18367.941176470587,2557.3529411764707,923.2352941176472,158.23529411764707,457.9411764705882,4334.558823529412,2226.470588235294,164.70588235294116,287.05882352941177,3047.058823529412,1027.6470588235293,559.7058823529412,332.3529411764706,448.8235294117647,311.1764705882353,287.3529411764705,1596.764705882353,2387.058823529412,1675.0,1378.8235294117646,212.35294117647047,1187.9411764705883,298.52941176470586,503.8235294117647,809.4117647058823,447.6470588235294,2205.2941176470586,169.11764705882354,11014.411764705885,2795.5882352941176,98.23529411764706,2153.823529411765,370.88235294117646,1190.294117647059,2312.6470588235293,222.7941176470588,760.2941176470589,274.3235294117647,2732.058823529412,5468.823529411765,1157.0588235294117,99.05882352941175,3137.058823529412,8425.588235294117,288.2352941176471,1012.3529411764706,83.52941176470588,28.676470588235293,221.1764705882353,13.0
"Direct daily operations of department, analyzing workflow, establishing priorities, developing standards and setting deadlines.",direct daily operations of department analyzing workflow establishing priorities developing standards and setting deadlines,Analyze data to inform operational decisions or activities.,Analyze data to improve operations.,Analyzing Data or Information,Computer and Information Systems Managers,computer and information systems managers,11-3021.00,Computer and Information Systems Managers,11-3021,11-3021.00,Computer and Information Systems Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0113071264295034,4.85179957657022,False,1.0395523076923077,4.11,99.97,0.8957479708128556,1.014998084890488,E2,E2,175140.0,138670.0,133490.0,166430.0,127220.0,218290.0,199420.0,171750.0,168500.0,195190.0,168470.0,173940.0,141640.0,162240.0,171730.0,142040.0,143780.0,164830.0,140360.0,127500.0,160260.0,171490.0,214960.0,163760.0,176380.0,124280.0,159460.0,132860.0,135780.0,165000.0,176540.0,203460.0,137730.0,214300.0,172860.0,149130.0,163640.0,137280.0,175270.0,163910.0,167270.0,160860.0,162240.0,158700.0,171530.0,163610.0,138460.0,201490.0,209370.0,139820.0,160140.0,120850.0,92560.0,99780.0,87900.0,670570.0,7670.0,970.0,14270.0,3420.0,94720.0,11510.0,10570.0,2140.0,5690.0,35040.0,18560.0,1200.0,1950.0,31680.0,8060.0,3920.0,4050.0,3130.0,2860.0,1450.0,14620.0,24910.0,16010.0,10970.0,1710.0,11130.0,1180.0,5070.0,3610.0,3810.0,34470.0,1500.0,48050.0,25650.0,850.0,19500.0,3790.0,7440.0,27060.0,1210.0,4930.0,380.0,12040.0,73060.0,8810.0,1100.0,17550.0,16960.0,1100.0,8880.0,330.0,90.0,1370.0,60.0
"Direct daily operations of department, analyzing workflow, establishing priorities, developing standards and setting deadlines.",direct daily operations of department analyzing workflow establishing priorities developing standards and setting deadlines,Develop organizational goals or objectives.,Develop organizational or program goals or objectives.,Thinking Creatively,Computer and Information Systems Managers,computer and information systems managers,11-3021.00,Computer and Information Systems Managers,11-3021,11-3021.00,Computer and Information Systems Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0113071264295034,4.85179957657022,False,1.0395523076923077,4.11,99.97,0.8957479708128556,1.014998084890488,E2,E2,175140.0,138670.0,133490.0,166430.0,127220.0,218290.0,199420.0,171750.0,168500.0,195190.0,168470.0,173940.0,141640.0,162240.0,171730.0,142040.0,143780.0,164830.0,140360.0,127500.0,160260.0,171490.0,214960.0,163760.0,176380.0,124280.0,159460.0,132860.0,135780.0,165000.0,176540.0,203460.0,137730.0,214300.0,172860.0,149130.0,163640.0,137280.0,175270.0,163910.0,167270.0,160860.0,162240.0,158700.0,171530.0,163610.0,138460.0,201490.0,209370.0,139820.0,160140.0,120850.0,92560.0,99780.0,87900.0,670570.0,7670.0,970.0,14270.0,3420.0,94720.0,11510.0,10570.0,2140.0,5690.0,35040.0,18560.0,1200.0,1950.0,31680.0,8060.0,3920.0,4050.0,3130.0,2860.0,1450.0,14620.0,24910.0,16010.0,10970.0,1710.0,11130.0,1180.0,5070.0,3610.0,3810.0,34470.0,1500.0,48050.0,25650.0,850.0,19500.0,3790.0,7440.0,27060.0,1210.0,4930.0,380.0,12040.0,73060.0,8810.0,1100.0,17550.0,16960.0,1100.0,8880.0,330.0,90.0,1370.0,60.0
"Direct daily operations of department, analyzing workflow, establishing priorities, developing standards and setting deadlines.",direct daily operations of department analyzing workflow establishing priorities developing standards and setting deadlines,"Direct organizational operations, projects, or services.","Direct organizational operations, activities, or procedures.","Guiding, Directing, and Motivating Subordinates",Computer and Information Systems Managers,computer and information systems managers,11-3021.00,Computer and Information Systems Managers,11-3021,11-3021.00,Computer and Information Systems Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0113071264295034,4.85179957657022,False,1.0395523076923077,4.11,99.97,0.8957479708128556,1.014998084890488,E2,E2,175140.0,138670.0,133490.0,166430.0,127220.0,218290.0,199420.0,171750.0,168500.0,195190.0,168470.0,173940.0,141640.0,162240.0,171730.0,142040.0,143780.0,164830.0,140360.0,127500.0,160260.0,171490.0,214960.0,163760.0,176380.0,124280.0,159460.0,132860.0,135780.0,165000.0,176540.0,203460.0,137730.0,214300.0,172860.0,149130.0,163640.0,137280.0,175270.0,163910.0,167270.0,160860.0,162240.0,158700.0,171530.0,163610.0,138460.0,201490.0,209370.0,139820.0,160140.0,120850.0,92560.0,99780.0,87900.0,670570.0,7670.0,970.0,14270.0,3420.0,94720.0,11510.0,10570.0,2140.0,5690.0,35040.0,18560.0,1200.0,1950.0,31680.0,8060.0,3920.0,4050.0,3130.0,2860.0,1450.0,14620.0,24910.0,16010.0,10970.0,1710.0,11130.0,1180.0,5070.0,3610.0,3810.0,34470.0,1500.0,48050.0,25650.0,850.0,19500.0,3790.0,7440.0,27060.0,1210.0,4930.0,380.0,12040.0,73060.0,8810.0,1100.0,17550.0,16960.0,1100.0,8880.0,330.0,90.0,1370.0,60.0
"Direct daily operations of departments, coordinating project activities with other departments.",direct daily operations of departments coordinating project activities with other departments,Manage information technology projects or system activities.,Direct scientific or technical activities.,"Guiding, Directing, and Motivating Subordinates",Computer and Information Research Scientists,computer and information research scientists,15-1111.00,Computer and Information Research Scientists,15-1221,15-1221.00,Computer and Information Research Scientists,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.799979368681659,False,0.5327603846153846,3.33,60.65,0.1485983851347658,0.5,E2,E2,140300.0,117870.0,140300.0,129760.0,140300.0,159100.0,133160.0,131650.0,140300.0,144190.0,119810.0,92250.0,134350.0,140300.0,136540.0,85460.0,140300.0,140300.0,140300.0,115210.0,140300.0,145310.0,170510.0,82590.0,135850.0,109050.0,127820.0,140300.0,140300.0,134310.0,136160.0,140840.0,165690.0,181990.0,128370.0,140300.0,135510.0,93100.0,206220.0,130300.0,121470.0,126980.0,140300.0,108830.0,121210.0,94700.0,140300.0,157390.0,202400.0,140300.0,140300.0,140300.0,140300.0,140300.0,140300.0,37200.0,570.0,77.0,360.0,310.0,8440.0,400.0,403.0,115.0,330.0,1070.0,810.0,70.0,70.0,630.0,720.0,371.0,342.0,475.0,140.0,152.0,2870.0,1760.0,530.0,30.0,300.0,230.0,122.0,243.0,80.0,90.0,1580.0,490.0,1950.0,600.0,102.0,280.0,590.0,730.0,330.0,500.0,430.0,109.0,779.0,1960.0,1250.0,72.0,3590.0,2050.0,167.0,699.0,67.0,16.0,223.0,8.0
"Direct daily operations of departments, coordinating project activities with other departments.",direct daily operations of departments coordinating project activities with other departments,Coordinate project activities with other personnel or departments.,"Direct organizational operations, activities, or procedures.","Guiding, Directing, and Motivating Subordinates",Computer and Information Research Scientists,computer and information research scientists,15-1111.00,Computer and Information Research Scientists,15-1221,15-1221.00,Computer and Information Research Scientists,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.799979368681659,False,0.5327603846153846,3.33,60.65,0.1485983851347658,0.5,E2,E2,140300.0,117870.0,140300.0,129760.0,140300.0,159100.0,133160.0,131650.0,140300.0,144190.0,119810.0,92250.0,134350.0,140300.0,136540.0,85460.0,140300.0,140300.0,140300.0,115210.0,140300.0,145310.0,170510.0,82590.0,135850.0,109050.0,127820.0,140300.0,140300.0,134310.0,136160.0,140840.0,165690.0,181990.0,128370.0,140300.0,135510.0,93100.0,206220.0,130300.0,121470.0,126980.0,140300.0,108830.0,121210.0,94700.0,140300.0,157390.0,202400.0,140300.0,140300.0,140300.0,140300.0,140300.0,140300.0,37200.0,570.0,77.0,360.0,310.0,8440.0,400.0,403.0,115.0,330.0,1070.0,810.0,70.0,70.0,630.0,720.0,371.0,342.0,475.0,140.0,152.0,2870.0,1760.0,530.0,30.0,300.0,230.0,122.0,243.0,80.0,90.0,1580.0,490.0,1950.0,600.0,102.0,280.0,590.0,730.0,330.0,500.0,430.0,109.0,779.0,1960.0,1250.0,72.0,3590.0,2050.0,167.0,699.0,67.0,16.0,223.0,8.0
"Direct items according to established routing schemes, using computer-controlled keyboards or voice-recognition equipment.",direct items according to established routing schemes using computercontrolled keyboards or voicerecognition equipment,Route mail to correct destinations.,Process shipments or mail.,Performing Administrative Activities,"Postal Service Mail Sorters, Processors, and Processing Machine Operators",postal service mail sorters processors and processing machine operators,43-5053.00,"Postal Service Mail Sorters, Processors, and Processing Machine Operators",43-5053,43-5053.00,Postal Service Workers,"Material Recording, Scheduling, Dispatching, and Distributing Workers",Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,5.0,False,3.9518319230769214,4.55,41.09,0.2142403890126691,0.1,E1,E1,58470.0,57430.0,55350.0,55350.0,58470.0,59490.0,58470.0,58470.0,58470.0,66750.0,57430.0,53290.0,59490.0,57430.0,58300.0,48880.0,60530.0,54540.0,57430.0,58470.0,59490.0,58470.0,58470.0,59490.0,59740.0,57800.0,57430.0,57430.0,59490.0,58470.0,58300.0,60530.0,58470.0,58470.0,55350.0,59840.0,58470.0,58470.0,57890.0,57430.0,59490.0,58390.0,61570.0,56390.0,56390.0,57430.0,59490.0,58300.0,59490.0,58470.0,58470.0,60530.0,60530.0,56390.0,58470.0,105200.0,1150.0,230.0,2180.0,570.0,10090.0,1910.0,1020.0,410.0,400.0,7240.0,3050.0,370.0,250.0,5370.0,2600.0,1040.0,870.0,950.0,1200.0,440.0,2430.0,2910.0,3370.0,1840.0,350.0,2730.0,270.0,640.0,920.0,690.0,3660.0,350.0,8290.0,4040.0,240.0,3700.0,790.0,1090.0,5630.0,600.0,1280.0,210.0,2850.0,7900.0,860.0,110.0,2420.0,1770.0,410.0,1420.0,120.0,30.0,780.0,22.0
"Direct marketing, advertising, or other customer recruitment efforts.",direct marketing advertising or other customer recruitment efforts,"Promote products, services, or programs.","Promote products, services, or programs.",Selling or Influencing Others,First-Line Supervisors of Personal Service Workers,firstline supervisors of personal service workers,39-1021.00,First-Line Supervisors of Personal Service Workers,39-1022,39-1022.00,First-Line Supervisors of Personal Service Workers,Supervisors of Personal Care and Service Workers,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.962245567957977,False,0.1161530769230769,3.41,65.81,0.0512814981584827,0.7999999999999999,E1,E2,52648.57142857143,45328.16326530612,52521.02040816326,48103.87755102041,42089.59183673469,54053.87755102041,55753.87755102041,53239.59183673469,54649.59183673469,57843.87755102041,50041.02040816326,47236.73469387755,54613.87755102041,47862.44897959184,49236.73469387755,48879.59183673469,44101.02040816326,49516.73469387755,44841.02040816326,43812.44897959184,55429.59183673469,50978.16326530612,54821.02040816326,45913.87755102041,51263.87755102041,44126.73469387755,47903.87755102041,49351.02040816326,47435.30612244898,48341.02040816326,52028.16326530612,53005.30612244898,45022.44897959184,53865.30612244898,49031.02040816326,49248.16326530612,46221.02040816326,42915.30612244898,52588.16326530612,48365.30612244898,52128.16326530612,48878.16326530612,48346.73469387755,47205.30612244898,47212.44897959184,46846.73469387755,53829.59183673469,49358.16326530612,59136.73469387755,41461.02040816326,49328.16326530612,51036.73469387755,36049.59183673469,35923.87755102041,52648.57142857143,113021.42857142858,1701.7142857142858,371.4285714285714,2164.0,774.5714285714286,12277.428571428572,3274.2857142857147,1627.142857142857,364.2857142857143,343.42857142857144,6615.714285714285,3134.285714285714,649.4285714285714,625.4285714285714,3850.857142857143,1971.7142857142856,1116.0,875.1428571428571,1076.857142857143,1100.571428571429,386.57142857142856,2435.714285714286,2364.5714285714284,2708.5714285714284,2102.857142857143,772.8571428571429,1572.857142857143,422.5714285714286,717.1428571428571,1572.857142857143,653.7142857142857,3722.571428571429,431.1428571428572,5842.857142857143,3560.857142857143,260.0,3662.0,1089.428571428571,1555.7142857142856,5415.428571428572,389.1428571428571,1778.2857142857142,281.42857142857144,1747.7142857142858,9634.285714285714,1365.142857142857,252.57142857142856,3002.0,2005.428571428572,439.1428571428572,2655.428571428572,200.8571428571429,52.285714285714285,452.2857142857143,23.0
"Direct, plan, or implement policies, objectives, or activities of organizations or businesses to ensure continuing operations, to maximize returns on investments, or to increase productivity.",direct plan or implement policies objectives or activities of organizations or businesses to ensure continuing operations to maximize returns on investments or to increase productivity,Implement organizational process or policy changes.,Implement procedures or processes.,Making Decisions and Solving Problems,Chief Executives,chief executives,11-1011.00,Chief Executives,11-1011,11-1011.00,Chief Executives,Top Executives,Management Occupations,2026-05-31,0.0030529241359659,4.814800000000001,False,0.9714211538461538,4.24,97.79,0.8070457358510567,0.987538747699378,E0,E2,213990.0,166420.0,166710.0,213990.0,119990.0,218600.0,213370.0,295120.0,199990.0,213990.0,213990.0,208180.0,281640.0,177210.0,331920.0,254180.0,211190.0,158100.0,179530.0,213990.0,138770.0,248660.0,213990.0,255560.0,195670.0,139250.0,172320.0,182340.0,214680.0,149770.0,168590.0,310440.0,123500.0,257980.0,314290.0,164560.0,176440.0,163790.0,341630.0,232560.0,235360.0,168840.0,280900.0,198830.0,257850.0,171880.0,175070.0,310740.0,339810.0,151950.0,208350.0,147940.0,213990.0,97510.0,104010.0,166363.0,1319.0,1042.0,3442.0,5780.0,56499.0,3055.0,2703.0,635.0,746.0,10554.0,6643.0,765.0,4754.0,7522.0,2963.0,4966.0,3191.0,3370.0,2056.0,2573.0,5178.0,10730.0,8060.0,10974.0,505.0,4152.0,1091.0,4087.0,2231.0,726.0,3957.0,163.0,13726.0,3142.0,619.0,7278.0,3891.0,1482.0,14410.0,460.0,2833.0,830.0,7653.0,14296.0,5113.0,586.0,7929.0,5161.0,2768.0,3126.0,98.0,70.0,4380.0,212.0
"Direct, plan, or implement policies, objectives, or activities of organizations or businesses to ensure continuing operations, to maximize returns on investments, or to increase productivity.",direct plan or implement policies objectives or activities of organizations or businesses to ensure continuing operations to maximize returns on investments or to increase productivity,Develop organizational policies or programs.,"Develop organizational policies, systems, or processes.",Developing Objectives and Strategies,Chief Executives,chief executives,11-1011.00,Chief Executives,11-1011,11-1011.00,Chief Executives,Top Executives,Management Occupations,2026-05-31,0.0030529241359659,4.814800000000001,False,0.9714211538461538,4.24,97.79,0.8070457358510567,0.987538747699378,E0,E2,213990.0,166420.0,166710.0,213990.0,119990.0,218600.0,213370.0,295120.0,199990.0,213990.0,213990.0,208180.0,281640.0,177210.0,331920.0,254180.0,211190.0,158100.0,179530.0,213990.0,138770.0,248660.0,213990.0,255560.0,195670.0,139250.0,172320.0,182340.0,214680.0,149770.0,168590.0,310440.0,123500.0,257980.0,314290.0,164560.0,176440.0,163790.0,341630.0,232560.0,235360.0,168840.0,280900.0,198830.0,257850.0,171880.0,175070.0,310740.0,339810.0,151950.0,208350.0,147940.0,213990.0,97510.0,104010.0,166363.0,1319.0,1042.0,3442.0,5780.0,56499.0,3055.0,2703.0,635.0,746.0,10554.0,6643.0,765.0,4754.0,7522.0,2963.0,4966.0,3191.0,3370.0,2056.0,2573.0,5178.0,10730.0,8060.0,10974.0,505.0,4152.0,1091.0,4087.0,2231.0,726.0,3957.0,163.0,13726.0,3142.0,619.0,7278.0,3891.0,1482.0,14410.0,460.0,2833.0,830.0,7653.0,14296.0,5113.0,586.0,7929.0,5161.0,2768.0,3126.0,98.0,70.0,4380.0,212.0
"Direct, plan, or implement policies, objectives, or activities of organizations or businesses to ensure continuing operations, to maximize returns on investments, or to increase productivity.",direct plan or implement policies objectives or activities of organizations or businesses to ensure continuing operations to maximize returns on investments or to increase productivity,"Direct organizational operations, projects, or services.","Direct organizational operations, activities, or procedures.","Guiding, Directing, and Motivating Subordinates",Chief Executives,chief executives,11-1011.00,Chief Executives,11-1011,11-1011.00,Chief Executives,Top Executives,Management Occupations,2026-05-31,0.0030529241359659,4.814800000000001,False,0.9714211538461538,4.24,97.79,0.8070457358510567,0.987538747699378,E0,E2,213990.0,166420.0,166710.0,213990.0,119990.0,218600.0,213370.0,295120.0,199990.0,213990.0,213990.0,208180.0,281640.0,177210.0,331920.0,254180.0,211190.0,158100.0,179530.0,213990.0,138770.0,248660.0,213990.0,255560.0,195670.0,139250.0,172320.0,182340.0,214680.0,149770.0,168590.0,310440.0,123500.0,257980.0,314290.0,164560.0,176440.0,163790.0,341630.0,232560.0,235360.0,168840.0,280900.0,198830.0,257850.0,171880.0,175070.0,310740.0,339810.0,151950.0,208350.0,147940.0,213990.0,97510.0,104010.0,166363.0,1319.0,1042.0,3442.0,5780.0,56499.0,3055.0,2703.0,635.0,746.0,10554.0,6643.0,765.0,4754.0,7522.0,2963.0,4966.0,3191.0,3370.0,2056.0,2573.0,5178.0,10730.0,8060.0,10974.0,505.0,4152.0,1091.0,4087.0,2231.0,726.0,3957.0,163.0,13726.0,3142.0,619.0,7278.0,3891.0,1482.0,14410.0,460.0,2833.0,830.0,7653.0,14296.0,5113.0,586.0,7929.0,5161.0,2768.0,3126.0,98.0,70.0,4380.0,212.0
"Discard or reject products, materials, or equipment not meeting specifications.",discard or reject products materials or equipment not meeting specifications,Evaluate quality of materials or products.,Evaluate production inputs or outputs.,"Judging the Qualities of Objects, Services, or People","Inspectors, Testers, Sorters, Samplers, and Weighers",inspectors testers sorters samplers and weighers,51-9061.00,"Inspectors, Testers, Sorters, Samplers, and Weighers",51-9061,51-9061.00,"Inspectors, Testers, Sorters, Samplers, and Weighers",Other Production Occupations,Production Occupations,2026-05-31,0.0226142528590069,4.8982982982982985,True,4.201713846153846,4.68,89.67,0.3291698608377362,0.1,E0,E0,48570.0,40010.0,78150.0,52100.0,44570.0,54300.0,58350.0,57090.0,57190.0,59730.0,47540.0,46130.0,59740.0,45130.0,47920.0,47900.0,50740.0,53680.0,46280.0,49490.0,53570.0,61790.0,52270.0,44490.0,57170.0,40670.0,54420.0,58070.0,51270.0,49280.0,54800.0,49140.0,49500.0,49990.0,46430.0,50820.0,47360.0,49630.0,54120.0,48320.0,54940.0,46890.0,47240.0,45760.0,46210.0,48910.0,46210.0,49590.0,64420.0,47010.0,49610.0,57900.0,44160.0,29870.0,47240.0,597370.0,13120.0,300.0,11120.0,5880.0,61130.0,5220.0,7460.0,1020.0,70.0,22630.0,19980.0,650.0,2900.0,31700.0,24790.0,7230.0,9300.0,12880.0,8110.0,1800.0,4600.0,10650.0,27980.0,9710.0,6970.0,12480.0,580.0,3350.0,4040.0,3050.0,12280.0,1550.0,19790.0,19700.0,1800.0,32060.0,7430.0,5690.0,25870.0,1790.0,13360.0,1090.0,17140.0,56390.0,6630.0,900.0,9830.0,12010.0,2720.0,17670.0,990.0,50.0,3870.0,30.0
Discuss data presentation requirements with clients.,discuss data presentation requirements with clients,Confer with clients to determine needs.,Confer with clients to determine needs or order specifications.,"Communicating with Supervisors, Peers, or Subordinates",Statistical Assistants,statistical assistants,43-9111.00,Statistical Assistants,43-9111,43-9111.00,Statistical Assistants,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.212782118055556,False,0.9316969230769232,3.84,59.71,0.1616148187151442,0.3,E2,E0,50330.0,50330.0,50330.0,56900.0,50330.0,82580.0,50330.0,76140.0,50330.0,50330.0,57200.0,50330.0,40240.0,50330.0,63410.0,46860.0,50330.0,50330.0,45660.0,50330.0,48050.0,59690.0,70470.0,49660.0,58580.0,50330.0,58610.0,50330.0,59620.0,50330.0,50330.0,69480.0,50330.0,46520.0,50330.0,50330.0,47980.0,46010.0,50330.0,48740.0,50330.0,58970.0,50330.0,47780.0,43590.0,50330.0,50330.0,50330.0,63660.0,50330.0,53400.0,50330.0,50330.0,27490.0,50330.0,4710.0,64.0,10.0,100.0,39.0,110.0,86.0,160.0,15.0,21.0,90.0,147.0,40.0,26.0,183.0,270.0,80.0,43.0,100.0,58.0,40.0,100.0,190.0,370.0,89.0,35.0,90.0,15.0,170.0,47.0,21.0,110.0,26.0,292.0,250.0,13.0,70.0,30.0,59.0,280.0,15.0,40.0,14.0,390.0,423.0,52.0,9.0,124.0,200.0,21.0,60.0,8.0,2.0,230.0,1.0
"Discuss emerging compliance issues to ensure that management and employees are informed about compliance reporting systems, policies, and practices.",discuss emerging compliance issues to ensure that management and employees are informed about compliance reporting systems policies and practices,Communicate organizational policies and procedures.,"Explain regulations, policies, or procedures.",Interpreting the Meaning of Information for Others,Compliance Managers,compliance managers,11-9199.02,Compliance Managers,11-9199,11-9199.02,Miscellaneous Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0113071264295034,4.050220453812238,False,1.0121534615384618,4.37,100.0,0.3470579612271787,0.4,E1,E2,141900.0,135890.0,127950.0,129870.0,87520.0,174560.0,171140.0,162690.0,168060.0,175720.0,108890.0,125000.0,130000.0,131550.0,140240.0,79900.0,128080.0,131710.0,122930.0,103140.0,115920.0,159040.0,182950.0,134260.0,152600.0,101570.0,125760.0,110470.0,116430.0,112040.0,145630.0,161510.0,123550.0,167200.0,141160.0,126440.0,129940.0,131870.0,125580.0,131600.0,165900.0,129960.0,119470.0,99430.0,134390.0,134890.0,125440.0,166230.0,164160.0,124940.0,107050.0,113420.0,104010.0,82250.0,95530.0,131731.0,1668.0,1474.0,7232.0,4819.0,84333.0,11907.0,6208.0,1084.0,15727.0,32029.0,29370.0,528.0,1042.0,26829.0,5920.0,3049.0,2278.0,2024.0,11196.0,1575.0,14846.0,9002.0,7944.0,3523.0,813.0,9671.0,1355.0,2236.0,7715.0,1126.0,25635.0,3193.0,15642.0,18488.0,1728.0,6233.0,1135.0,6504.0,17082.0,669.0,1872.0,483.0,14829.0,52007.0,7783.0,898.0,18259.0,8884.0,3083.0,12060.0,720.0,152.0,4700.0,119.0
"Discuss emerging compliance issues to ensure that management and employees are informed about compliance reporting systems, policies, and practices.",discuss emerging compliance issues to ensure that management and employees are informed about compliance reporting systems policies and practices,Advise others on legal or regulatory compliance matters.,Advise others on legal or regulatory matters.,Providing Consultation and Advice to Others,Compliance Managers,compliance managers,11-9199.02,Compliance Managers,11-9199,11-9199.02,Miscellaneous Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0113071264295034,4.050220453812238,False,1.0121534615384618,4.37,100.0,0.3470579612271787,0.4,E1,E2,141900.0,135890.0,127950.0,129870.0,87520.0,174560.0,171140.0,162690.0,168060.0,175720.0,108890.0,125000.0,130000.0,131550.0,140240.0,79900.0,128080.0,131710.0,122930.0,103140.0,115920.0,159040.0,182950.0,134260.0,152600.0,101570.0,125760.0,110470.0,116430.0,112040.0,145630.0,161510.0,123550.0,167200.0,141160.0,126440.0,129940.0,131870.0,125580.0,131600.0,165900.0,129960.0,119470.0,99430.0,134390.0,134890.0,125440.0,166230.0,164160.0,124940.0,107050.0,113420.0,104010.0,82250.0,95530.0,131731.0,1668.0,1474.0,7232.0,4819.0,84333.0,11907.0,6208.0,1084.0,15727.0,32029.0,29370.0,528.0,1042.0,26829.0,5920.0,3049.0,2278.0,2024.0,11196.0,1575.0,14846.0,9002.0,7944.0,3523.0,813.0,9671.0,1355.0,2236.0,7715.0,1126.0,25635.0,3193.0,15642.0,18488.0,1728.0,6233.0,1135.0,6504.0,17082.0,669.0,1872.0,483.0,14829.0,52007.0,7783.0,898.0,18259.0,8884.0,3083.0,12060.0,720.0,152.0,4700.0,119.0
Discuss financial options with clients and keep them informed about transactions.,discuss financial options with clients and keep them informed about transactions,Explain financial information to customers.,Explain financial information.,Interpreting the Meaning of Information for Others,"Securities, Commodities, and Financial Services Sales Agents",securities commodities and financial services sales agents,41-3031.00,"Securities, Commodities, and Financial Services Sales Agents",41-3031,41-3031.00,"Securities, Commodities, and Financial Services Sales Agents","Sales Representatives, Services",Sales and Related Occupations,2026-05-31,0.0030529241359659,4.240128410914928,False,1.7892184615384614,4.41,94.47,0.121644071937412,0.1,E1,E2,78660.0,49230.0,76360.0,74840.0,54660.0,79730.0,67010.0,98560.0,83750.0,72010.0,62770.0,59990.0,57590.0,64620.0,99840.0,68290.0,64290.0,75810.0,59110.0,48040.0,59970.0,61660.0,100310.0,73480.0,83350.0,46680.0,78500.0,78660.0,82560.0,61490.0,78930.0,82420.0,60850.0,168340.0,74040.0,63670.0,73300.0,76080.0,76710.0,71840.0,78660.0,55390.0,86780.0,58050.0,78470.0,64660.0,88280.0,62910.0,75510.0,50050.0,74010.0,78660.0,78660.0,36930.0,35160.0,489570.0,4710.0,260.0,14600.0,2330.0,55860.0,12360.0,5730.0,2300.0,1500.0,42600.0,14950.0,420.0,1690.0,27920.0,6460.0,2300.0,2310.0,5340.0,4130.0,690.0,8420.0,14510.0,7160.0,8820.0,1950.0,8770.0,430.0,2150.0,3140.0,1530.0,15230.0,1690.0,55630.0,21890.0,740.0,13520.0,2310.0,2900.0,15510.0,1780.0,7230.0,730.0,11370.0,41640.0,4520.0,240.0,11320.0,8770.0,930.0,5980.0,280.0,208.0,970.0,80.0
Discuss production requirements with clients.,discuss production requirements with clients,Confer with clients to determine needs.,Confer with clients to determine needs or order specifications.,"Communicating with Supervisors, Peers, or Subordinates",Broadcast Technicians,broadcast technicians,27-4012.00,Broadcast Technicians,27-4012,27-4012.00,"Broadcast, Sound, and Lighting Technicians",Media and Communication Equipment Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.336468015308912,False,0.4002434615384615,3.11,25.42,0.0149530787828132,0.1,E0,E0,59570.0,47290.0,59570.0,73040.0,41870.0,72800.0,74040.0,58930.0,59570.0,108270.0,64950.0,47340.0,49200.0,44730.0,74210.0,44400.0,46820.0,41600.0,40240.0,44440.0,55110.0,64030.0,47260.0,47730.0,46790.0,27750.0,41600.0,46600.0,43680.0,73070.0,81150.0,59570.0,49990.0,78840.0,47780.0,48090.0,48720.0,44530.0,44420.0,80470.0,49580.0,46860.0,32150.0,47340.0,49440.0,31490.0,59570.0,57940.0,62070.0,27310.0,62400.0,39380.0,59570.0,31580.0,59570.0,21110.0,220.0,44.0,530.0,220.0,2340.0,820.0,700.0,65.0,290.0,1130.0,440.0,70.0,90.0,690.0,760.0,180.0,90.0,230.0,120.0,90.0,460.0,560.0,580.0,330.0,60.0,300.0,60.0,160.0,280.0,170.0,790.0,80.0,1690.0,580.0,80.0,430.0,240.0,220.0,950.0,110.0,210.0,40.0,400.0,1380.0,300.0,41.0,710.0,270.0,120.0,410.0,50.0,9.0,130.0,4.0
Discuss test results and analyses with customers.,discuss test results and analyses with customers,Confer with clients to exchange information.,Confer with clients to determine needs or order specifications.,"Communicating with Supervisors, Peers, or Subordinates","Environmental Science and Protection Technicians, Including Health",environmental science and protection technicians including health,19-4091.00,"Environmental Science and Protection Technicians, Including Health",19-4042,19-4042.00,Environmental Science and Geoscience Technicians,"Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.43775978998031,False,0.5831461538461538,3.75,90.91,0.0729467101370244,0.2,E2,E1,55090.0,45000.0,55220.0,57800.0,48390.0,61220.0,60930.0,66120.0,45720.0,55090.0,48840.0,48050.0,57010.0,55420.0,59930.0,49020.0,52020.0,47880.0,46840.0,55090.0,51820.0,55090.0,59330.0,51290.0,65320.0,35010.0,50340.0,60550.0,66240.0,60370.0,54080.0,52190.0,62330.0,62400.0,51630.0,61430.0,56070.0,48090.0,58950.0,60650.0,64830.0,48700.0,44180.0,56960.0,50710.0,58240.0,55090.0,49430.0,67160.0,52590.0,55290.0,49440.0,55090.0,34370.0,55090.0,34670.0,410.0,440.0,590.0,160.0,6010.0,740.0,376.0,150.0,155.0,2090.0,1110.0,260.0,200.0,980.0,780.0,470.0,340.0,560.0,300.0,150.0,580.0,330.0,600.0,450.0,250.0,380.0,70.0,140.0,390.0,80.0,830.0,500.0,1960.0,1100.0,140.0,770.0,360.0,440.0,1180.0,90.0,500.0,60.0,320.0,3350.0,270.0,50.0,1450.0,850.0,750.0,380.0,150.0,15.0,150.0,7.0
"Discuss use and features of various parts, based on knowledge of machines or equipment.",discuss use and features of various parts based on knowledge of machines or equipment,Advise customers on the use of products or services.,Advise others on products or services.,Providing Consultation and Advice to Others,Parts Salespersons,parts salespersons,41-2022.00,Parts Salespersons,41-2022,41-2022.00,Counter and Rental Clerks and Parts Salespersons,Retail Sales Workers,Sales and Related Occupations,2026-05-31,0.0030529241359659,4.20841662283009,False,2.43121,3.85,96.03,0.1983240455019319,0.1,E1,E1,38630.0,33820.0,46130.0,46020.0,35320.0,44440.0,47660.0,44400.0,38050.0,38630.0,37190.0,36970.0,45120.0,44580.0,42240.0,37500.0,46670.0,36940.0,36400.0,31310.0,45350.0,42460.0,44660.0,44070.0,47030.0,35000.0,39740.0,45060.0,45100.0,38740.0,46370.0,45510.0,36890.0,45180.0,32480.0,48600.0,36790.0,36390.0,45190.0,38520.0,36450.0,32180.0,45370.0,36110.0,35440.0,39190.0,46260.0,38070.0,46830.0,36800.0,45380.0,38620.0,26990.0,22780.0,28610.0,270070.0,5880.0,710.0,3890.0,3330.0,26990.0,4840.0,3400.0,980.0,1211.0,16200.0,9760.0,930.0,1980.0,8500.0,7080.0,3810.0,3700.0,4220.0,3960.0,1630.0,4370.0,4080.0,7520.0,5790.0,2940.0,5330.0,1860.0,2360.0,2250.0,1500.0,4810.0,1410.0,7460.0,11460.0,1610.0,10580.0,3980.0,3880.0,10430.0,920.0,4600.0,2100.0,6250.0,25500.0,3080.0,780.0,7370.0,6230.0,1880.0,5200.0,750.0,70.0,3600.0,40.0
Discuss with clients their pets' grooming needs.,discuss with clients their pets grooming needs,Discuss service options or needs with clients.,Confer with clients to determine needs or order specifications.,"Communicating with Supervisors, Peers, or Subordinates",Nonfarm Animal Caretakers,nonfarm animal caretakers,39-2021.00,Animal Caretakers,39-2021,39-2021.00,Animal Caretakers,Animal Care and Service Workers,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,3.8571428571428577,False,3.165455384615385,3.89,55.34,0.1843583833023131,0.1,E0,E0,35360.0,28330.0,36640.0,38180.0,30230.0,38700.0,37430.0,37310.0,33910.0,44210.0,34150.0,29860.0,40130.0,32170.0,35570.0,29990.0,30080.0,29830.0,30720.0,27910.0,37230.0,36780.0,39650.0,30320.0,36430.0,26970.0,31230.0,34210.0,31680.0,30320.0,34790.0,35850.0,33570.0,37840.0,30870.0,34040.0,30310.0,28940.0,36580.0,31360.0,37120.0,31280.0,30390.0,30550.0,32730.0,34750.0,36090.0,34380.0,40570.0,28550.0,30160.0,29080.0,35360.0,27600.0,35570.0,266910.0,4100.0,550.0,6330.0,2040.0,25710.0,6290.0,3000.0,1230.0,460.0,17210.0,9110.0,570.0,1760.0,11070.0,6420.0,3480.0,3000.0,6140.0,2660.0,1430.0,5570.0,6900.0,6290.0,4250.0,1900.0,5820.0,1200.0,2100.0,2470.0,1810.0,5890.0,1710.0,12470.0,9730.0,770.0,9350.0,3170.0,3470.0,9910.0,1020.0,4090.0,1110.0,6110.0,20450.0,2350.0,430.0,10070.0,6620.0,1160.0,5720.0,460.0,114.0,520.0,50.0
"Discuss with the client the product, advertising themes and methods, and any changes that should be made in advertising copy.",discuss with the client the product advertising themes and methods and any changes that should be made in advertising copy,Confer with clients to determine needs.,Confer with clients to determine needs or order specifications.,"Communicating with Supervisors, Peers, or Subordinates",Writers and Authors,writers and authors,27-3043.00,Writers and Authors,27-3043,27-3043.00,Writers and Editors,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.611105246490024,False,1.4787046153846153,4.23,96.99,0.1370987159375841,0.2,E2,E1,76910.0,66950.0,76910.0,55990.0,47970.0,86480.0,76830.0,98460.0,76910.0,129300.0,68080.0,74710.0,76910.0,56360.0,68220.0,75820.0,61010.0,65840.0,48780.0,89520.0,76910.0,104330.0,85260.0,76910.0,72810.0,54180.0,58140.0,76910.0,65470.0,63910.0,71830.0,81590.0,76910.0,76910.0,63660.0,50860.0,65930.0,58770.0,80540.0,77410.0,70190.0,51920.0,56700.0,58870.0,69990.0,64530.0,94430.0,85000.0,85700.0,64410.0,64370.0,49650.0,76910.0,43440.0,76910.0,2791.0,21.0,6.0,70.0,31.0,977.0,151.0,480.0,9.0,122.0,351.0,95.0,59.99999999999999,10.0,307.0,52.0,34.0,240.0,41.0,480.0,23.0,63.0,157.0,78.0,84.0,15.0,70.0,10.0,240.0,22.0,21.0,137.0,10.0,871.0,211.0,9.0,97.0,26.0,111.0,126.0,13.0,61.0,59.99999999999999,147.0,270.0,48.0,13.0,178.0,90.0,13.0,83.0,5.0,1.0,10.0,1.0
"Dispense medical devices or drugs, and calculate dosages and provide instructions as necessary.",dispense medical devices or drugs and calculate dosages and provide instructions as necessary,Calculate numerical data for medical activities.,Analyze health or medical data.,Analyzing Data or Information,Clinical Research Coordinators,clinical research coordinators,11-9121.01,Clinical Research Coordinators,11-9121,11-9121.01,Natural Sciences Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.977,True,1.033305,4.26,59.56,0.0539143569140009,0.1,E0,E2,167220.0,133470.0,130590.0,124920.0,119430.0,210230.0,152730.0,210670.0,167220.0,156730.0,112220.0,167220.0,107810.0,124800.0,159670.0,108250.0,109760.0,153820.0,126440.0,115950.0,141360.0,168620.0,267290.0,129070.0,136450.0,119430.0,129410.0,119430.0,120620.0,112260.0,134010.0,207030.0,167220.0,134680.0,173870.0,131370.0,137170.0,112260.0,143120.0,137900.0,130480.0,131140.0,128140.0,124530.0,129960.0,119430.0,131290.0,150570.0,182480.0,138010.0,128890.0,109300.0,167220.0,119430.0,167220.0,66286.0,451.0,866.0,1098.0,415.0,18235.0,2000.0,1451.0,537.0,1878.0,5330.0,2070.0,622.0,744.0,3427.0,2037.0,744.0,293.0,488.0,820.0,524.0,5879.0,12917.0,2708.0,1866.0,256.0,1500.0,451.0,671.0,390.0,293.0,12246.0,488.0,6940.0,7331.0,171.0,1903.0,378.0,2074.0,9733.0,244.0,951.0,220.0,1073.0,9111.0,735.0,354.0,1793.0,3037.0,195.0,1305.0,183.0,28.0,110.0,13.0
"Dispense medical devices or drugs, and calculate dosages and provide instructions as necessary.",dispense medical devices or drugs and calculate dosages and provide instructions as necessary,Prepare medications or medical solutions.,Prepare mixtures or solutions.,Performing General Physical Activities,Clinical Research Coordinators,clinical research coordinators,11-9121.01,Clinical Research Coordinators,11-9121,11-9121.01,Natural Sciences Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.977,True,1.033305,4.26,59.56,0.0539143569140009,0.1,E0,E2,167220.0,133470.0,130590.0,124920.0,119430.0,210230.0,152730.0,210670.0,167220.0,156730.0,112220.0,167220.0,107810.0,124800.0,159670.0,108250.0,109760.0,153820.0,126440.0,115950.0,141360.0,168620.0,267290.0,129070.0,136450.0,119430.0,129410.0,119430.0,120620.0,112260.0,134010.0,207030.0,167220.0,134680.0,173870.0,131370.0,137170.0,112260.0,143120.0,137900.0,130480.0,131140.0,128140.0,124530.0,129960.0,119430.0,131290.0,150570.0,182480.0,138010.0,128890.0,109300.0,167220.0,119430.0,167220.0,66286.0,451.0,866.0,1098.0,415.0,18235.0,2000.0,1451.0,537.0,1878.0,5330.0,2070.0,622.0,744.0,3427.0,2037.0,744.0,293.0,488.0,820.0,524.0,5879.0,12917.0,2708.0,1866.0,256.0,1500.0,451.0,671.0,390.0,293.0,12246.0,488.0,6940.0,7331.0,171.0,1903.0,378.0,2074.0,9733.0,244.0,951.0,220.0,1073.0,9111.0,735.0,354.0,1793.0,3037.0,195.0,1305.0,183.0,28.0,110.0,13.0
"Dispense medical devices or drugs, and calculate dosages and provide instructions as necessary.",dispense medical devices or drugs and calculate dosages and provide instructions as necessary,Instruct patients in the use of assistive equipment.,Train others to use equipment or products.,Training and Teaching Others,Clinical Research Coordinators,clinical research coordinators,11-9121.01,Clinical Research Coordinators,11-9121,11-9121.01,Natural Sciences Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.977,True,1.033305,4.26,59.56,0.0539143569140009,0.1,E0,E2,167220.0,133470.0,130590.0,124920.0,119430.0,210230.0,152730.0,210670.0,167220.0,156730.0,112220.0,167220.0,107810.0,124800.0,159670.0,108250.0,109760.0,153820.0,126440.0,115950.0,141360.0,168620.0,267290.0,129070.0,136450.0,119430.0,129410.0,119430.0,120620.0,112260.0,134010.0,207030.0,167220.0,134680.0,173870.0,131370.0,137170.0,112260.0,143120.0,137900.0,130480.0,131140.0,128140.0,124530.0,129960.0,119430.0,131290.0,150570.0,182480.0,138010.0,128890.0,109300.0,167220.0,119430.0,167220.0,66286.0,451.0,866.0,1098.0,415.0,18235.0,2000.0,1451.0,537.0,1878.0,5330.0,2070.0,622.0,744.0,3427.0,2037.0,744.0,293.0,488.0,820.0,524.0,5879.0,12917.0,2708.0,1866.0,256.0,1500.0,451.0,671.0,390.0,293.0,12246.0,488.0,6940.0,7331.0,171.0,1903.0,378.0,2074.0,9733.0,244.0,951.0,220.0,1073.0,9111.0,735.0,354.0,1793.0,3037.0,195.0,1305.0,183.0,28.0,110.0,13.0
"Display commercial, industrial, agricultural, and residential properties to clients and explain their features.",display commercial industrial agricultural and residential properties to clients and explain their features,Explain technical product or service information to customers.,Explain technical details of products or services.,Interpreting the Meaning of Information for Others,Real Estate Sales Agents,real estate sales agents,41-9022.00,Real Estate Sales Agents,41-9022,41-9022.00,Real Estate Brokers and Sales Agents,Other Sales and Related Workers,Sales and Related Occupations,2026-05-31,0.0030529241359659,4.925888888888888,True,1.6746923076923077,4.12,85.71,0.6365844614160301,0.5,E1,E0,52830.0,60890.0,89170.0,58780.0,38180.0,57560.0,63670.0,46770.0,47180.0,123770.0,49310.0,46730.0,46220.0,39820.0,59220.0,46880.0,52830.0,39770.0,58610.0,45850.0,56930.0,52630.0,52830.0,57880.0,46410.0,39550.0,43960.0,79100.0,47240.0,79990.0,57620.0,99990.0,76170.0,102990.0,51240.0,73920.0,46240.0,47980.0,61610.0,56040.0,60310.0,56580.0,65170.0,46250.0,45740.0,50720.0,52830.0,63980.0,79130.0,59050.0,58120.0,49990.0,52830.0,52830.0,52830.0,193370.0,1580.0,170.0,5610.0,1640.0,17500.0,6120.0,2095.0,900.0,590.0,26790.0,9940.0,690.0,1170.0,6030.0,3680.0,680.0,1450.0,1120.0,1940.0,740.0,2940.0,4530.0,2210.0,2530.0,670.0,1590.0,370.0,1400.0,1490.0,240.0,5294.0,550.0,8660.0,7960.0,530.0,5130.0,3710.0,1940.0,5510.0,619.0,4930.0,640.0,2360.0,22250.0,4240.0,70.0,5750.0,5150.0,370.0,5680.0,300.0,82.0,330.0,40.0
"Display commercial, industrial, agricultural, and residential properties to clients and explain their features.",display commercial industrial agricultural and residential properties to clients and explain their features,Deliver promotional presentations to current or prospective customers.,"Promote products, services, or programs.",Selling or Influencing Others,Real Estate Sales Agents,real estate sales agents,41-9022.00,Real Estate Sales Agents,41-9022,41-9022.00,Real Estate Brokers and Sales Agents,Other Sales and Related Workers,Sales and Related Occupations,2026-05-31,0.0030529241359659,4.925888888888888,True,1.6746923076923077,4.12,85.71,0.6365844614160301,0.5,E1,E0,52830.0,60890.0,89170.0,58780.0,38180.0,57560.0,63670.0,46770.0,47180.0,123770.0,49310.0,46730.0,46220.0,39820.0,59220.0,46880.0,52830.0,39770.0,58610.0,45850.0,56930.0,52630.0,52830.0,57880.0,46410.0,39550.0,43960.0,79100.0,47240.0,79990.0,57620.0,99990.0,76170.0,102990.0,51240.0,73920.0,46240.0,47980.0,61610.0,56040.0,60310.0,56580.0,65170.0,46250.0,45740.0,50720.0,52830.0,63980.0,79130.0,59050.0,58120.0,49990.0,52830.0,52830.0,52830.0,193370.0,1580.0,170.0,5610.0,1640.0,17500.0,6120.0,2095.0,900.0,590.0,26790.0,9940.0,690.0,1170.0,6030.0,3680.0,680.0,1450.0,1120.0,1940.0,740.0,2940.0,4530.0,2210.0,2530.0,670.0,1590.0,370.0,1400.0,1490.0,240.0,5294.0,550.0,8660.0,7960.0,530.0,5130.0,3710.0,1940.0,5510.0,619.0,4930.0,640.0,2360.0,22250.0,4240.0,70.0,5750.0,5150.0,370.0,5680.0,300.0,82.0,330.0,40.0
"Disseminate information regarding tools, reports, or metadata enhancements.",disseminate information regarding tools reports or metadata enhancements,Report information to managers or other personnel.,Communicate with others about operational plans or activities.,"Communicating with Supervisors, Peers, or Subordinates",Business Intelligence Analysts,business intelligence analysts,15-1199.08,Business Intelligence Analysts,15-2051,15-2051.01,Data Scientists,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,5.0,False,0.5353846153846153,3.65,95.24,0.0350760958858971,0.1,E2,E2,120230.0,103120.0,84110.0,107240.0,109390.0,141590.0,117400.0,126340.0,120230.0,126490.0,115820.0,104340.0,102130.0,89380.0,106560.0,91470.0,95830.0,98130.0,91760.0,78760.0,90880.0,136370.0,131750.0,100590.0,128800.0,69490.0,97090.0,100490.0,98230.0,98540.0,100620.0,135280.0,95850.0,130460.0,119090.0,81900.0,102630.0,86310.0,125990.0,106850.0,102440.0,91990.0,96150.0,100330.0,122090.0,108090.0,127070.0,126430.0,163350.0,85090.0,106680.0,120230.0,120230.0,80350.0,120230.0,137672.0,2738.0,362.0,7176.0,834.0,61864.0,9883.0,2770.0,1212.0,4218.0,16115.0,14573.0,472.0,2125.0,16556.0,5634.0,3620.0,771.0,2424.0,2046.0,1904.0,5256.0,14825.0,11583.0,6327.0,692.0,7444.0,346.0,3116.0,2644.0,1731.0,10119.0,881.0,37723.0,17988.0,330.0,9600.0,2990.0,3368.0,21734.0,1826.0,3750.000000000001,346.0,4391.0,40697.0,6862.0,200.00000000000003,14038.0,15108.0,614.0,6877.0,247.0,58.0,100.0,28.0
Distribute production schedules or work orders to departments.,distribute production schedules or work orders to departments,Provide information to coworkers.,Communicate with others about operational plans or activities.,"Communicating with Supervisors, Peers, or Subordinates","Production, Planning, and Expediting Clerks",production planning and expediting clerks,43-5061.00,"Production, Planning, and Expediting Clerks",43-5061,43-5061.00,"Production, Planning, and Expediting Clerks","Material Recording, Scheduling, Dispatching, and Distributing Workers",Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.966625335813185,False,1.6601426923076923,4.35,81.73,0.1174573737339046,0.1,E2,E1,59650.0,57240.0,62590.0,58580.0,50350.0,63000.0,63980.0,63240.0,62700.0,72660.0,51940.0,56850.0,63780.0,59950.0,57880.0,58980.0,60320.0,57080.0,55690.0,60120.0,60200.0,58590.0,60280.0,61670.0,61490.0,51080.0,54170.0,50800.0,55710.0,55790.0,61590.0,62710.0,49640.0,60920.0,52640.0,58330.0,57830.0,56300.0,60790.0,59240.0,65310.0,57640.0,50530.0,53020.0,55850.0,61650.0,60560.0,61780.0,77190.0,56290.0,58540.0,69710.0,53070.0,37570.0,59650.0,390160.0,2680.0,380.0,9780.0,2390.0,56080.0,7800.0,4090.0,450.0,430.0,20850.0,16370.0,1040.0,1070.0,11900.0,9100.0,3540.0,4320.0,6480.0,1970.0,1240.0,4670.0,5650.0,7560.0,7330.0,2030.0,6310.0,830.0,1690.0,2190.0,1600.0,9410.0,1040.0,35160.0,13000.0,450.0,17700.0,5820.0,2790.0,8790.0,960.0,7020.0,690.0,12740.0,33080.0,4550.0,430.0,8490.0,8851.0,750.0,9140.0,110.0,190.0,1780.0,80.0
"Document account activities, generate reports, and keep records of business transactions with customers and suppliers.",document account activities generate reports and keep records of business transactions with customers and suppliers,Maintain records of sales or other business transactions.,Maintain sales or financial records.,Documenting/Recording Information,Sales Engineers,sales engineers,41-9031.00,Sales Engineers,41-9031,41-9031.00,Sales Engineers,Other Sales and Related Workers,Sales and Related Occupations,2026-05-31,0.0030529241359659,4.857070502431119,False,0.8535223076923076,3.91,90.73,0.2485905624615488,0.4,E2,E1,124900.0,104410.0,71080.0,131870.0,130760.0,139160.0,139990.0,123660.0,167200.0,124900.0,125530.0,98840.0,124900.0,128030.0,99710.0,74960.0,83450.0,98000.0,90190.0,121680.0,95180.0,153410.0,136200.0,114180.0,100570.0,124900.0,90960.0,124900.0,90140.0,99020.0,107850.0,139010.0,119420.0,137480.0,121530.0,124900.0,97420.0,114520.0,128170.0,98500.0,149750.0,114250.0,119110.0,111580.0,130610.0,117650.0,116790.0,124900.0,147620.0,135260.0,117970.0,124900.0,124900.0,62970.0,124900.0,51790.0,220.0,108.0,1000.0,30.0,6310.0,2800.0,760.0,80.0,232.0,2410.0,1630.0,208.0,360.0,1150.0,980.0,310.0,220.0,380.0,640.0,140.0,850.0,3150.0,2290.0,990.0,90.0,710.0,169.0,130.0,320.0,300.0,1760.0,80.0,3150.0,2530.0,142.0,1210.0,290.0,540.0,1980.0,30.0,770.0,100.0,530.0,6800.0,480.0,101.0,1260.0,760.0,40.0,1300.0,93.0,22.0,70.0,11.0
Document application and Web site changes or change procedures.,document application and web site changes or change procedures,Document operational procedures.,Maintain operational records.,Documenting/Recording Information,Web Administrators,web administrators,15-1199.03,Web Administrators,15-1299,15-1299.01,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.596708250340707,False,1.093206923076923,4.0,100.0,0.0887758148358945,0.1,E1,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,187608.0,6800.0,1836.0,5510.000000000001,2896.0,207228.0,30509.0,8015.0,859.9999999999999,44471.0,13710.0,53339.0,5378.0,2689.0,28854.0,8636.0,9954.0,3465.0,1850.0,12979.0,899.9999999999999,49280.0,15953.0,19236.0,10807.0,3749.0,14340.0,1396.0,5895.0,6748.0,2508.0,31052.0,4266.0,11459.999999999998,39015.0,1887.0,6149.999999999999,8584.0,6334.0,14580.000000000002,2146.0,11118.0,240.0,28260.0,147425.0,17271.0,3413.0,43954.0,37128.0,8739.0,12100.0,440.0,724.0,2275.0,103.0
"Document design specifications, installation instructions, and other system-related information.",document design specifications installation instructions and other systemrelated information,Document technical specifications or requirements.,"Document technical designs, procedures, or activities.",Documenting/Recording Information,Computer Systems Engineers/Architects,computer systems engineersarchitects,15-1199.02,Computer Systems Engineers/Architects,15-1299,15-1299.08,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0565356321475172,4.86348054043154,False,0.2498257692307692,3.73,100.0,0.0431368341063825,0.2,E2,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,193835.0,7026.0,1897.0,5510.0,2992.0,214105.0,31521.0,8281.0,860.0,45947.0,13710.0,55109.0,5556.0,2778.0,29812.0,8922.0,10285.0,3580.0,1850.0,13410.0,900.0,50915.0,16482.0,19875.0,11166.0,3873.0,14340.0,1443.0,6091.0,6972.0,2591.0,32082.0,4408.0,11460.0,40310.0,1950.0,6150.0,8869.0,6545.0,14580.0,2217.0,11487.0,240.0,29197.0,152318.0,17844.0,3526.0,45412.0,38360.0,9029.0,12502.0,454.0,748.0,2351.0,107.0
"Document evaluations, treatment plans, case summaries, or progress or other reports related to individual clients or client groups.",document evaluations treatment plans case summaries or progress or other reports related to individual clients or client groups,Prepare reports summarizing patient diagnostic or care activities.,Prepare health or medical documents.,Documenting/Recording Information,Music Therapists,music therapists,29-1125.02,Music Therapists,29-1129,29-1129.02,Therapists,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.831614077669903,False,2.610764615384616,4.65,100.0,0.4091324995443709,0.2,E2,E1,77930.0,68270.0,77930.0,63750.0,61920.0,81760.0,65080.0,47300.0,90120.0,127010.0,64600.0,59380.0,99560.0,77930.0,116200.0,61720.0,77930.0,76740.0,75060.0,64530.0,77930.0,49400.0,69050.0,57970.0,75360.0,44280.0,60990.0,77930.0,86900.0,38260.0,69040.0,100250.0,77930.0,77980.0,60400.0,77930.0,70700.0,60090.0,81860.0,62310.0,86400.0,90980.0,77930.0,56690.0,74750.0,61770.0,77930.0,70890.0,98550.0,67580.0,59420.0,77930.0,77930.0,77930.0,77930.0,11940.0,32.0,25.0,380.0,485.0,886.0,169.0,538.0,32.0,84.0,464.0,1023.0,42.0,65.0,1118.0,369.0,119.0,179.0,200.0,728.0,49.0,1382.0,179.0,338.0,527.0,148.0,359.0,39.0,42.0,118.0,105.0,7478.0,66.0,1171.0,559.0,33.0,570.0,130.0,179.0,749.0,95.0,74.0,35.0,222.0,1392.0,74.0,23.0,443.0,271.0,54.0,295.0,21.0,5.0,72.0,2.0
"Document evaluations, treatment plans, case summaries, or progress or other reports related to individual clients or client groups.",document evaluations treatment plans case summaries or progress or other reports related to individual clients or client groups,Record patient medical histories.,Maintain health or medical records.,Documenting/Recording Information,Music Therapists,music therapists,29-1125.02,Music Therapists,29-1129,29-1129.02,Therapists,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.831614077669903,False,2.610764615384616,4.65,100.0,0.4091324995443709,0.2,E2,E1,77930.0,68270.0,77930.0,63750.0,61920.0,81760.0,65080.0,47300.0,90120.0,127010.0,64600.0,59380.0,99560.0,77930.0,116200.0,61720.0,77930.0,76740.0,75060.0,64530.0,77930.0,49400.0,69050.0,57970.0,75360.0,44280.0,60990.0,77930.0,86900.0,38260.0,69040.0,100250.0,77930.0,77980.0,60400.0,77930.0,70700.0,60090.0,81860.0,62310.0,86400.0,90980.0,77930.0,56690.0,74750.0,61770.0,77930.0,70890.0,98550.0,67580.0,59420.0,77930.0,77930.0,77930.0,77930.0,11940.0,32.0,25.0,380.0,485.0,886.0,169.0,538.0,32.0,84.0,464.0,1023.0,42.0,65.0,1118.0,369.0,119.0,179.0,200.0,728.0,49.0,1382.0,179.0,338.0,527.0,148.0,359.0,39.0,42.0,118.0,105.0,7478.0,66.0,1171.0,559.0,33.0,570.0,130.0,179.0,749.0,95.0,74.0,35.0,222.0,1392.0,74.0,23.0,443.0,271.0,54.0,295.0,21.0,5.0,72.0,2.0
"Document findings of study and prepare recommendations for implementation of new systems, procedures, or organizational changes.",document findings of study and prepare recommendations for implementation of new systems procedures or organizational changes,Prepare research reports.,Present research or technical information.,Documenting/Recording Information,Management Analysts,management analysts,13-1111.00,Management Analysts,13-1111,13-1111.00,Management Analysts,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.738669925654344,False,0.1252846153846153,4.24,100.0,0.4348790823211877,7.0,E2,E2,101860.0,108040.0,100190.0,93310.0,72950.0,101460.0,104750.0,104960.0,99480.0,126140.0,88610.0,99600.0,101750.0,88710.0,104270.0,95560.0,85530.0,81210.0,95630.0,95540.0,75530.0,121680.0,134720.0,93640.0,100790.0,69390.0,97270.0,97470.0,75360.0,81600.0,104270.0,105820.0,93180.0,112250.0,98560.0,90220.0,94270.0,99420.0,101840.0,93830.0,99640.0,100660.0,83620.0,99260.0,101400.0,83530.0,107520.0,117580.0,109170.0,97470.0,98780.0,98540.0,78030.0,101860.0,78850.0,898280.0,4900.0,460.0,17190.0,6250.0,137280.0,14360.0,8000.0,4120.0,19000.0,71060.0,38390.0,2920.0,3700.0,45820.0,11770.0,4150.0,5280.0,4550.0,4760.0,2910.0,19170.0,30060.0,13010.0,20700.0,3160.0,10030.0,1590.0,2740.0,4550.0,2670.0,22080.0,3910.0,69150.0,22200.0,2464.0,25120.0,5760.0,10840.0,34420.0,4100.0,12340.0,2980.0,13700.0,50990.0,5670.0,730.0,59620.0,24760.0,1740.0,11670.0,390.0,220.0,3340.0,50.0
"Document findings of study and prepare recommendations for implementation of new systems, procedures, or organizational changes.",document findings of study and prepare recommendations for implementation of new systems procedures or organizational changes,Advise others on business or operational matters.,Advise others on business or operational matters.,Providing Consultation and Advice to Others,Management Analysts,management analysts,13-1111.00,Management Analysts,13-1111,13-1111.00,Management Analysts,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.738669925654344,False,0.1252846153846153,4.24,100.0,0.4348790823211877,7.0,E2,E2,101860.0,108040.0,100190.0,93310.0,72950.0,101460.0,104750.0,104960.0,99480.0,126140.0,88610.0,99600.0,101750.0,88710.0,104270.0,95560.0,85530.0,81210.0,95630.0,95540.0,75530.0,121680.0,134720.0,93640.0,100790.0,69390.0,97270.0,97470.0,75360.0,81600.0,104270.0,105820.0,93180.0,112250.0,98560.0,90220.0,94270.0,99420.0,101840.0,93830.0,99640.0,100660.0,83620.0,99260.0,101400.0,83530.0,107520.0,117580.0,109170.0,97470.0,98780.0,98540.0,78030.0,101860.0,78850.0,898280.0,4900.0,460.0,17190.0,6250.0,137280.0,14360.0,8000.0,4120.0,19000.0,71060.0,38390.0,2920.0,3700.0,45820.0,11770.0,4150.0,5280.0,4550.0,4760.0,2910.0,19170.0,30060.0,13010.0,20700.0,3160.0,10030.0,1590.0,2740.0,4550.0,2670.0,22080.0,3910.0,69150.0,22200.0,2464.0,25120.0,5760.0,10840.0,34420.0,4100.0,12340.0,2980.0,13700.0,50990.0,5670.0,730.0,59620.0,24760.0,1740.0,11670.0,390.0,220.0,3340.0,50.0
Document help desk requests and resolutions.,document help desk requests and resolutions,Document operational activities.,Maintain operational records.,Documenting/Recording Information,Computer Network Support Specialists,computer network support specialists,15-1152.00,Computer Network Support Specialists,15-1231,15-1231.00,Computer Support Specialists,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.78607879159012,False,2.023428846153846,3.43,82.57,0.1462886091872293,0.1,E1,E1,76220.0,61890.0,86110.0,68880.0,59460.0,79190.0,82750.0,81890.0,60580.0,91370.0,75740.0,79180.0,83620.0,63340.0,68530.0,73100.0,64600.0,60060.0,76220.0,58680.0,72990.0,96680.0,88650.0,65900.0,76000.0,63410.0,72780.0,61150.0,65450.0,85790.0,72330.0,87440.0,64550.0,77540.0,76220.0,73550.0,70080.0,78740.0,68900.0,78310.0,82970.0,76790.0,53650.0,77640.0,66780.0,76220.0,72400.0,76760.0,101750.0,46840.0,81010.0,61780.0,46110.0,39570.0,56360.0,146190.0,940.0,300.0,1460.0,1470.0,13620.0,4530.0,850.0,330.0,450.0,9450.0,4440.0,350.0,780.0,6960.0,5030.0,1920.0,310.0,1720.0,1290.0,680.0,8200.0,1980.0,2470.0,2930.0,1240.0,3910.0,890.0,1490.0,2460.0,680.0,3370.0,1300.0,7170.0,6080.0,500.0,7480.0,1940.0,2660.0,4170.0,620.0,2660.0,480.0,2660.0,9930.0,990.0,120.0,5650.0,3300.0,600.0,1140.0,270.0,40.0,670.0,30.0
Document inspection and test results and work performed or to be performed.,document inspection and test results and work performed or to be performed,Document test results.,"Document technical designs, procedures, or activities.",Documenting/Recording Information,Motorboat Mechanics and Service Technicians,motorboat mechanics and service technicians,49-3051.00,Motorboat Mechanics and Service Technicians,49-3051,49-3051.00,Small Engine Mechanics,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers","Installation, Maintenance, and Repair Occupations",2026-05-31,0.0339213792885103,4.905997576736672,False,2.543,4.12,97.13,0.2034335980157226,0.1,E2,E1,57550.0,45250.0,72520.0,59390.0,45860.0,62330.0,57050.0,63480.0,60230.0,57550.0,55680.0,49850.0,77740.0,47740.0,47840.0,51200.0,49930.0,47720.0,50920.0,53080.0,60510.0,60310.0,74160.0,47900.0,61010.0,43800.0,43580.0,52160.0,45400.0,49630.0,56160.0,71880.0,36510.0,58940.0,51430.0,60990.0,52450.0,39920.0,66460.0,51520.0,58470.0,49080.0,46840.0,49120.0,53290.0,46470.0,72350.0,63450.0,63020.0,36480.0,56920.0,57550.0,57550.0,38370.0,57550.0,23220.0,420.0,160.0,430.0,200.0,1230.0,50.0,560.0,130.0,104.0,4810.0,390.0,150.0,100.0,360.0,450.0,110.0,90.0,360.0,240.0,340.0,420.0,890.0,1480.0,500.0,60.0,330.0,60.0,80.0,230.0,180.0,250.0,129.0,1470.0,930.0,70.0,400.0,260.0,140.0,400.0,400.0,620.0,90.0,200.0,1010.0,70.0,50.0,610.0,750.0,40.0,690.0,42.0,10.0,100.0,5.0
Document installation or configuration procedures to allow maintenance and repetition.,document installation or configuration procedures to allow maintenance and repetition,Document operational procedures.,Maintain operational records.,Documenting/Recording Information,Web Administrators,web administrators,15-1199.03,Web Administrators,15-1299,15-1299.01,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.4092,False,0.1352523076923077,3.53,89.47,0.0259592630975503,0.3,E1,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,187608.0,6800.0,1836.0,5510.000000000001,2896.0,207228.0,30509.0,8015.0,859.9999999999999,44471.0,13710.0,53339.0,5378.0,2689.0,28854.0,8636.0,9954.0,3465.0,1850.0,12979.0,899.9999999999999,49280.0,15953.0,19236.0,10807.0,3749.0,14340.0,1396.0,5895.0,6748.0,2508.0,31052.0,4266.0,11459.999999999998,39015.0,1887.0,6149.999999999999,8584.0,6334.0,14580.000000000002,2146.0,11118.0,240.0,28260.0,147425.0,17271.0,3413.0,43954.0,37128.0,8739.0,12100.0,440.0,724.0,2275.0,103.0
Document or review patients' histories.,document or review patients histories,Gather medical information from patient histories.,Collect information about patients or clients.,Getting Information,Urologists,urologists,29-1069.12,Urologists,29-1229,29-1229.03,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.920602811773035,False,4.46196,4.76,100.0,0.3924666666666668,0.1,E2,E1,265930.0,272610.0,355100.0,312490.0,136880.0,281590.0,298320.0,214990.0,297470.0,77430.0,262180.0,266880.0,339290.0,299340.0,132540.0,366190.0,295190.0,221540.0,327390.0,350920.0,419410.0,212080.0,236580.0,155480.0,367320.0,228130.0,227980.0,438850.0,290470.0,252120.0,361300.0,285010.0,327670.0,242500.0,260330.0,454550.0,297440.0,259220.0,347180.0,217310.0,228590.0,274480.0,265930.0,301290.0,269800.0,228060.0,343050.0,278530.0,307170.0,258020.0,391740.0,342800.0,265930.0,172230.0,265930.0,28481.0,1323.0,90.0,2260.0,1426.0,8486.0,661.0,1562.0,455.0,652.0,7775.0,2852.0,608.0,565.0,6911.0,2247.0,479.0,1738.0,1110.0,1576.0,445.0,3437.0,2729.0,4371.0,1778.0,212.0,1326.0,193.0,389.0,798.0,332.0,3234.0,642.0,5518.0,4680.0,246.0,7034.0,838.0,1373.0,7911.0,392.0,1499.0,66.0,1775.0,10212.0,1167.0,146.0,2819.0,2094.0,658.0,2111.0,146.0,12.0,309.0,6.0
Document or review patients' histories.,document or review patients histories,Record patient medical histories.,Maintain health or medical records.,Documenting/Recording Information,Urologists,urologists,29-1069.12,Urologists,29-1229,29-1229.03,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.920602811773035,False,4.46196,4.76,100.0,0.3924666666666668,0.1,E2,E1,265930.0,272610.0,355100.0,312490.0,136880.0,281590.0,298320.0,214990.0,297470.0,77430.0,262180.0,266880.0,339290.0,299340.0,132540.0,366190.0,295190.0,221540.0,327390.0,350920.0,419410.0,212080.0,236580.0,155480.0,367320.0,228130.0,227980.0,438850.0,290470.0,252120.0,361300.0,285010.0,327670.0,242500.0,260330.0,454550.0,297440.0,259220.0,347180.0,217310.0,228590.0,274480.0,265930.0,301290.0,269800.0,228060.0,343050.0,278530.0,307170.0,258020.0,391740.0,342800.0,265930.0,172230.0,265930.0,28481.0,1323.0,90.0,2260.0,1426.0,8486.0,661.0,1562.0,455.0,652.0,7775.0,2852.0,608.0,565.0,6911.0,2247.0,479.0,1738.0,1110.0,1576.0,445.0,3437.0,2729.0,4371.0,1778.0,212.0,1326.0,193.0,389.0,798.0,332.0,3234.0,642.0,5518.0,4680.0,246.0,7034.0,838.0,1373.0,7911.0,392.0,1499.0,66.0,1775.0,10212.0,1167.0,146.0,2819.0,2094.0,658.0,2111.0,146.0,12.0,309.0,6.0
Document penetration test findings.,document penetration test findings,Prepare technical or operational reports.,Present research or technical information.,Documenting/Recording Information,"Computer Occupations, All Other",computer occupations all other,15-1199.00,Penetration Testers,15-1299,15-1299.04,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.891135146062872,False,0.2369648717948718,3.795555555555555,86.56222222222223,0.2275627061698737,1.6344281513226533,E1,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,17371.0,630.0,170.0,5510.0,268.0,19188.0,2825.0,742.0,860.0,4118.0,13710.0,4939.0,498.0,249.0,2672.0,800.0,922.0,321.0,1850.0,1202.0,900.0,4563.0,1477.0,1781.0,1001.0,347.0,14340.0,129.0,546.0,625.0,232.0,2875.0,395.0,11460.0,3612.0,175.0,6150.0,795.0,587.0,14580.0,199.0,1029.0,240.0,2617.0,13650.0,1599.0,316.0,4070.0,3438.0,809.0,1120.0,41.0,67.0,211.0,10.0
"Document quantity, quality, type, weight, test result data, and value of materials or products to maintain shipping, receiving, and production records and files.",document quantity quality type weight test result data and value of materials or products to maintain shipping receiving and production records and files,Record production information.,Maintain operational records.,Documenting/Recording Information,"Weighers, Measurers, Checkers, and Samplers, Recordkeeping",weighers measurers checkers and samplers recordkeeping,43-5111.00,"Weighers, Measurers, Checkers, and Samplers, Recordkeeping",43-5111,43-5111.00,"Weighers, Measurers, Checkers, and Samplers, Recordkeeping","Material Recording, Scheduling, Dispatching, and Distributing Workers",Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.75,False,4.0500876923076925,4.43,83.47,0.5928353432333369,0.2,E2,E1,46380.0,46010.0,45760.0,45790.0,45490.0,45730.0,46160.0,46540.0,46120.0,46380.0,44260.0,45180.0,46050.0,43720.0,48680.0,57210.0,47180.0,45760.0,49140.0,48890.0,51120.0,46170.0,46880.0,43950.0,49830.0,38900.0,46220.0,40460.0,49090.0,46430.0,44830.0,47640.0,53960.0,46970.0,43680.0,46380.0,45230.0,37350.0,54500.0,49480.0,40300.0,45760.0,44430.0,47330.0,47710.0,49830.0,46440.0,45360.0,48920.0,31210.0,48030.0,62840.0,46380.0,26820.0,46380.0,53300.0,780.0,30.0,650.0,1100.0,7510.0,770.0,370.0,280.0,239.0,3330.0,2370.0,100.0,140.0,1790.0,2590.0,410.0,670.0,1300.0,380.0,240.0,450.0,850.0,700.0,250.0,780.0,970.0,230.0,630.0,510.0,380.0,1380.0,250.0,2240.0,1560.0,110.0,2660.0,710.0,800.0,2100.0,171.0,940.0,330.0,1040.0,4460.0,270.0,120.0,1570.0,790.0,330.0,680.0,60.0,23.0,160.0,11.0
"Document software defects, using a bug tracking system, and report defects to software developers.",document software defects using a bug tracking system and report defects to software developers,Compile technical information or documentation.,"Compile records, documentation, or other data.",Processing Information,"Software Developers, Applications",software developers applications,15-1132.00,Software Quality Assurance Analysts and Testers,15-1253,15-1253.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.9296199477176765,False,3.629573076923077,4.68,100.0,0.2684844225754644,0.1,E2,E1,114549.41176470587,108307.0588235294,114549.41176470587,110045.29411764706,111294.89619377164,143515.58823529413,128445.88235294116,109510.0,114782.35294117648,114191.17647058824,110165.0,112089.11764705884,109759.70588235294,120062.54325259516,113710.0,93134.70588235294,97098.82352941176,100614.41176470587,88776.76470588235,78453.82352941176,98043.23529411764,120022.9411764706,136121.76470588235,107406.76470588236,110872.0588235294,84885.29411764706,98662.0588235294,109772.9411764706,102180.29411764706,119163.13148788927,117653.5294117647,124798.5294117647,119148.82352941176,135779.41176470587,111493.5294117647,90934.11764705884,103205.58823529413,90770.58823529413,119530.58823529413,103874.70588235294,111107.64705882352,107836.76470588236,77240.29411764706,101195.58823529413,111652.9411764706,97212.0588235294,92335.88235294116,126400.88235294116,140793.5294117647,81291.17647058824,100160.58823529413,114750.1903114187,114549.41176470587,67413.23529411765,114549.41176470587,672406.1764705882,6836.176470588235,1117.8529411764705,14941.764705882351,5745.588235294118,110753.52941176471,17472.05882352941,5204.117647058823,1445.2941176470588,2494.1176470588234,35416.17647058824,20889.117647058825,2341.4117647058824,2239.1176470588234,22635.29411764706,5660.588235294117,3601.176470588235,5164.705882352941,3080.2941176470586,1624.4117647058824,1166.470588235294,14120.294117647058,20082.647058823528,16414.70588235294,13390.588235294115,845.0000000000001,8459.117647058823,800.2941176470589,3187.6470588235293,2321.470588235294,4027.941176470588,21115.29411764706,1585.5882352941176,43799.70588235294,24930.58823529412,604.4117647058824,17467.35294117647,3321.7647058823527,8307.35294117647,21156.17647058824,1910.8823529411768,5457.352941176471,918.8235294117646,7191.764705882353,66272.05882352941,12092.35294117647,677.9411764705883,35434.117647058825,40018.82352941176,1121.1764705882351,9600.882352941177,1304.3529411764705,286.0,836.1764705882354,138.0
"Document software defects, using a bug tracking system, and report defects to software developers.",document software defects using a bug tracking system and report defects to software developers,Report maintenance or equipment problems to appropriate personnel.,Notify others of emergencies or problems.,"Communicating with Supervisors, Peers, or Subordinates","Software Developers, Applications",software developers applications,15-1132.00,Software Quality Assurance Analysts and Testers,15-1253,15-1253.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.9296199477176765,False,3.629573076923077,4.68,100.0,0.2684844225754644,0.1,E2,E1,114549.41176470587,108307.0588235294,114549.41176470587,110045.29411764706,111294.89619377164,143515.58823529413,128445.88235294116,109510.0,114782.35294117648,114191.17647058824,110165.0,112089.11764705884,109759.70588235294,120062.54325259516,113710.0,93134.70588235294,97098.82352941176,100614.41176470587,88776.76470588235,78453.82352941176,98043.23529411764,120022.9411764706,136121.76470588235,107406.76470588236,110872.0588235294,84885.29411764706,98662.0588235294,109772.9411764706,102180.29411764706,119163.13148788927,117653.5294117647,124798.5294117647,119148.82352941176,135779.41176470587,111493.5294117647,90934.11764705884,103205.58823529413,90770.58823529413,119530.58823529413,103874.70588235294,111107.64705882352,107836.76470588236,77240.29411764706,101195.58823529413,111652.9411764706,97212.0588235294,92335.88235294116,126400.88235294116,140793.5294117647,81291.17647058824,100160.58823529413,114750.1903114187,114549.41176470587,67413.23529411765,114549.41176470587,672406.1764705882,6836.176470588235,1117.8529411764705,14941.764705882351,5745.588235294118,110753.52941176471,17472.05882352941,5204.117647058823,1445.2941176470588,2494.1176470588234,35416.17647058824,20889.117647058825,2341.4117647058824,2239.1176470588234,22635.29411764706,5660.588235294117,3601.176470588235,5164.705882352941,3080.2941176470586,1624.4117647058824,1166.470588235294,14120.294117647058,20082.647058823528,16414.70588235294,13390.588235294115,845.0000000000001,8459.117647058823,800.2941176470589,3187.6470588235293,2321.470588235294,4027.941176470588,21115.29411764706,1585.5882352941176,43799.70588235294,24930.58823529412,604.4117647058824,17467.35294117647,3321.7647058823527,8307.35294117647,21156.17647058824,1910.8823529411768,5457.352941176471,918.8235294117646,7191.764705882353,66272.05882352941,12092.35294117647,677.9411764705883,35434.117647058825,40018.82352941176,1121.1764705882351,9600.882352941177,1304.3529411764705,286.0,836.1764705882354,138.0
Document specimens by verifying patients' and specimens' information.,document specimens by verifying patients and specimens information,Verify accuracy of patient information.,Verify personal information.,Processing Information,Cytotechnologists,cytotechnologists,29-2011.02,Cytotechnologists,29-2011,29-2011.02,Clinical Laboratory Technologists and Technicians,Health Technologists and Technicians,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,5.0,True,6.045400000000001,5.0,100.0,0.5227200000000001,0.1,E0,E1,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,62930.0,59566.0,804.0,123.0,1232.0,496.0,6931.0,1094.0,645.0,185.0,267.0,3779.0,1860.0,238.0,326.0,2321.0,1218.0,594.0,547.0,761.0,736.0,244.0,1051.0,1385.0,1676.0,1123.0,442.0,1117.0,194.0,390.0,590.0,260.0,1631.0,332.0,3686.0,1881.0,163.0,2113.0,649.0,748.0,2308.0,191.0,877.0,174.0,1247.0,5354.0,660.0,116.0,1564.0,1351.0,267.0,1120.0,107.0,26.0,357.0,12.0
Document technical functions and specifications for new or proposed content management systems.,document technical functions and specifications for new or proposed content management systems,Document technical specifications or requirements.,"Document technical designs, procedures, or activities.",Documenting/Recording Information,Document Management Specialists,document management specialists,15-1199.12,Document Management Specialists,15-1299,15-1299.03,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.873598060018188,False,0.5725911538461538,3.67,78.95,0.441182223659389,1.1,E2,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,123033.0,4459.0,1204.0,5510.0,1899.0,135900.0,20008.0,5256.0,860.0,29164.0,13710.0,34980.0,3527.0,1763.0,18923.0,5663.0,6528.0,2272.0,1850.0,8512.0,900.0,32318.0,10462.0,12615.0,7087.0,2459.0,14340.0,916.0,3866.0,4425.0,1645.0,20364.0,2798.0,11460.0,25586.0,1238.0,6150.0,5629.0,4154.0,14580.0,1407.0,7291.0,240.0,18533.0,96681.0,11326.0,2238.0,28825.0,24348.0,5731.0,7935.0,288.0,475.0,1492.0,68.0
Document technical specifications and operating standards for telecommunications equipment.,document technical specifications and operating standards for telecommunications equipment,Document technical specifications or requirements.,"Document technical designs, procedures, or activities.",Documenting/Recording Information,Telecommunications Engineering Specialists,telecommunications engineering specialists,15-1143.01,Telecommunications Engineering Specialists,15-1241,15-1241.01,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,5.0,False,0.1178384615384615,3.76,85.0,0.0987559101383892,1.308819601127741,E2,E1,134050.0,130810.0,119720.0,130890.0,110400.0,158870.0,139230.0,143890.0,148390.0,137670.0,132800.0,133890.0,108000.0,107620.0,132790.0,124190.0,103050.0,100610.0,103740.0,106620.0,108570.0,159460.0,155060.0,112040.0,133270.0,90990.0,103130.0,104300.0,116420.0,138060.0,125420.0,162350.0,109080.0,140390.0,127320.0,108990.0,131070.0,109450.0,135660.0,131840.0,131320.0,134990.0,153390.0,123860.0,133310.0,121000.0,110930.0,141340.0,168070.0,122520.0,131720.0,100520.0,134050.0,78200.0,134050.0,81730.0,3820.0,109.0,3629.0,828.0,13523.0,14896.0,1428.0,691.0,1355.0,8521.0,6993.0,291.0,655.0,7103.0,1846.0,1064.0,1610.0,1555.0,427.0,518.0,5329.0,5702.0,2919.0,1855.0,607.0,3056.0,227.0,1228.0,919.0,509.0,5147.0,382.0,8912.0,7594.0,209.0,4684.0,1200.0,1401.0,5529.0,418.0,1773.0,382.0,3938.0,12414.0,1210.0,118.0,8530.0,4302.0,327.0,1973.0,45.0,35.0,218.0,16.0
"Document test plans, testing procedures, or test results.",document test plans testing procedures or test results,Document design or development procedures.,"Document technical designs, procedures, or activities.",Documenting/Recording Information,Web Developers,web developers,15-1134.00,Web Developers,15-1254,15-1254.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.608805924723547,False,0.3335573076923077,3.54,100.0,0.0212476236492928,0.1,E2,E1,98992.64705882352,72653.81487889274,83517.34429065743,88434.70588235294,77620.8910034602,128812.9411764706,91499.11764705884,90808.5294117647,86000.58823529411,110755.88235294116,87110.57958477509,97867.35294117648,98992.64705882352,70885.29411764706,85317.35294117648,71124.11764705883,66920.29411764706,71930.29411764706,79483.82352941176,76087.05882352941,98992.64705882352,103787.9411764706,106891.4705882353,88712.94117647059,90754.41176470587,70804.10899653978,85431.76470588235,70425.58823529411,72062.64705882352,81487.64705882352,96639.70588235294,95252.64705882352,59838.23529411765,111103.23529411764,97381.17647058824,67758.5294117647,90256.75605536332,77384.11764705883,85561.17647058824,96315.88235294116,102526.76470588236,79721.17647058824,77863.53806228373,68473.23529411765,95216.17647058824,100069.41176470587,92620.8910034602,99745.88235294116,130462.35294117648,74685.88235294117,93262.0588235294,67633.23529411765,61108.52076124567,47517.64705882353,98992.64705882352,62631.91176470588,482.9411764705882,74.11764705882354,898.2352941176471,468.1764705882353,18367.941176470587,2557.3529411764707,923.2352941176472,158.23529411764707,457.9411764705882,4334.558823529412,2226.470588235294,164.70588235294116,287.05882352941177,3047.058823529412,1027.6470588235293,559.7058823529412,332.3529411764706,448.8235294117647,311.1764705882353,287.3529411764705,1596.764705882353,2387.058823529412,1675.0,1378.8235294117646,212.35294117647047,1187.9411764705883,298.52941176470586,503.8235294117647,809.4117647058823,447.6470588235294,2205.2941176470586,169.11764705882354,11014.411764705885,2795.5882352941176,98.23529411764706,2153.823529411765,370.88235294117646,1190.294117647059,2312.6470588235293,222.7941176470588,760.2941176470589,274.3235294117647,2732.058823529412,5468.823529411765,1157.0588235294117,99.05882352941175,3137.058823529412,8425.588235294117,288.2352941176471,1012.3529411764706,83.52941176470588,28.676470588235293,221.1764705882353,13.0
Document test procedures to ensure replicability and compliance with standards.,document test procedures to ensure replicability and compliance with standards,Document design or development procedures.,"Document technical designs, procedures, or activities.",Documenting/Recording Information,"Software Developers, Applications",software developers applications,15-1132.00,Software Quality Assurance Analysts and Testers,15-1253,15-1253.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.8,False,1.7537873076923076,4.3,100.0,0.3846410022962437,0.3,E2,E1,114549.41176470587,108307.0588235294,114549.41176470587,110045.29411764706,111294.89619377164,143515.58823529413,128445.88235294116,109510.0,114782.35294117648,114191.17647058824,110165.0,112089.11764705884,109759.70588235294,120062.54325259516,113710.0,93134.70588235294,97098.82352941176,100614.41176470587,88776.76470588235,78453.82352941176,98043.23529411764,120022.9411764706,136121.76470588235,107406.76470588236,110872.0588235294,84885.29411764706,98662.0588235294,109772.9411764706,102180.29411764706,119163.13148788927,117653.5294117647,124798.5294117647,119148.82352941176,135779.41176470587,111493.5294117647,90934.11764705884,103205.58823529413,90770.58823529413,119530.58823529413,103874.70588235294,111107.64705882352,107836.76470588236,77240.29411764706,101195.58823529413,111652.9411764706,97212.0588235294,92335.88235294116,126400.88235294116,140793.5294117647,81291.17647058824,100160.58823529413,114750.1903114187,114549.41176470587,67413.23529411765,114549.41176470587,672406.1764705882,6836.176470588235,1117.8529411764705,14941.764705882351,5745.588235294118,110753.52941176471,17472.05882352941,5204.117647058823,1445.2941176470588,2494.1176470588234,35416.17647058824,20889.117647058825,2341.4117647058824,2239.1176470588234,22635.29411764706,5660.588235294117,3601.176470588235,5164.705882352941,3080.2941176470586,1624.4117647058824,1166.470588235294,14120.294117647058,20082.647058823528,16414.70588235294,13390.588235294115,845.0000000000001,8459.117647058823,800.2941176470589,3187.6470588235293,2321.470588235294,4027.941176470588,21115.29411764706,1585.5882352941176,43799.70588235294,24930.58823529412,604.4117647058824,17467.35294117647,3321.7647058823527,8307.35294117647,21156.17647058824,1910.8823529411768,5457.352941176471,918.8235294117646,7191.764705882353,66272.05882352941,12092.35294117647,677.9411764705883,35434.117647058825,40018.82352941176,1121.1764705882351,9600.882352941177,1304.3529411764705,286.0,836.1764705882354,138.0
"Document test results, using cameras, spreadsheets, documents, or other tools.",document test results using cameras spreadsheets documents or other tools,Document design or operational test results.,"Document technical designs, procedures, or activities.",Documenting/Recording Information,Automotive Engineering Technicians,automotive engineering technicians,17-3027.01,Automotive Engineering Technicians,17-3027,17-3027.01,"Engineering Technologists and Technicians, Except Drafters","Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.944500000000001,False,2.029449230769231,4.26,100.0,0.1662962278014939,0.1,E2,E2,74510.0,60350.0,74510.0,72090.0,74510.0,87390.0,77090.0,82660.0,77820.0,74510.0,59720.0,73870.0,74510.0,68310.0,77020.0,77220.0,71670.0,55390.0,77990.0,102800.0,76790.0,79180.0,62390.0,68170.0,63990.0,70570.0,92150.0,74510.0,80050.0,72950.0,66740.0,65180.0,97560.0,78210.0,62360.0,76440.0,78500.0,61480.0,80840.0,70820.0,81600.0,69580.0,53670.0,62270.0,76610.0,61870.0,74510.0,75650.0,79410.0,47660.0,67850.0,74510.0,74510.0,51860.0,74510.0,21945.0,485.0,85.0,885.0,183.0,4439.0,400.0,424.0,61.0,98.0,655.0,679.0,89.0,36.0,1419.0,1819.0,606.0,497.0,631.0,327.0,267.0,776.0,1589.0,5979.0,485.0,267.0,970.0,72.0,303.0,509.0,691.0,315.0,388.0,1383.0,1443.0,109.0,2183.0,594.0,315.0,1965.0,36.0,1565.0,133.0,703.0,2595.0,1092.0,42.0,813.0,1079.0,243.0,1092.0,39.0,10.0,85.0,5.0
"Document user support activity, such as system problems, corrective actions, resolution status, and completed equipment installations.",document user support activity such as system problems corrective actions resolution status and completed equipment installations,Document operational activities.,Maintain operational records.,Documenting/Recording Information,Telecommunications Engineering Specialists,telecommunications engineering specialists,15-1143.01,Telecommunications Engineering Specialists,15-1241,15-1241.01,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.771357306173353,False,0.6028107692307693,3.75,80.95,0.1913623262331936,0.5088196011277405,E1,E1,134050.0,130810.0,119720.0,130890.0,110400.0,158870.0,139230.0,143890.0,148390.0,137670.0,132800.0,133890.0,108000.0,107620.0,132790.0,124190.0,103050.0,100610.0,103740.0,106620.0,108570.0,159460.0,155060.0,112040.0,133270.0,90990.0,103130.0,104300.0,116420.0,138060.0,125420.0,162350.0,109080.0,140390.0,127320.0,108990.0,131070.0,109450.0,135660.0,131840.0,131320.0,134990.0,153390.0,123860.0,133310.0,121000.0,110930.0,141340.0,168070.0,122520.0,131720.0,100520.0,134050.0,78200.0,134050.0,81730.0,3820.0,109.0,3629.0,828.0,13523.0,14896.0,1428.0,691.0,1355.0,8521.0,6993.0,291.0,655.0,7103.0,1846.0,1064.0,1610.0,1555.0,427.0,518.0,5329.0,5702.0,2919.0,1855.0,607.0,3056.0,227.0,1228.0,919.0,509.0,5147.0,382.0,8912.0,7594.0,209.0,4684.0,1200.0,1401.0,5529.0,418.0,1773.0,382.0,3938.0,12414.0,1210.0,118.0,8530.0,4302.0,327.0,1973.0,45.0,35.0,218.0,16.0
"Draw conclusions or make predictions, based on data summaries or statistical analyses.",draw conclusions or make predictions based on data summaries or statistical analyses,Analyze data to identify trends or relationships among variables.,Analyze scientific or applied data using mathematical principles.,Analyzing Data or Information,Biostatisticians,biostatisticians,15-2041.01,Biostatisticians,15-2041,15-2041.01,Statisticians,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.2487567814490761,4.963685745900815,False,0.3109446153846154,4.5,100.0,0.1190369594698727,0.5,E1,E2,105650.0,76400.0,105650.0,79640.0,105720.0,135960.0,109660.0,102860.0,109570.0,140670.0,108040.0,115150.0,76780.0,105650.0,119760.0,109300.0,80150.0,111780.0,112520.0,76400.0,85680.0,132620.0,96710.0,102710.0,105650.0,64670.0,66330.0,105650.0,83480.0,79750.0,96080.0,118280.0,84330.0,136020.0,115690.0,75890.0,98190.0,89540.0,93620.0,93830.0,102620.0,65450.0,105650.0,98230.0,102960.0,88610.0,82210.0,114920.0,105650.0,84660.0,107150.0,105650.0,105650.0,49730.0,105650.0,10844.0,149.0,60.0,329.0,426.0,1853.0,583.0,366.0,52.0,411.0,411.0,344.0,67.0,120.0,359.0,172.0,187.0,60.0,60.0,52.0,60.0,2040.0,1853.0,426.0,583.0,60.0,508.0,35.0,105.0,37.0,52.0,657.0,172.0,911.0,897.0,30.0,433.0,37.0,448.0,1218.0,30.0,179.0,31.0,396.0,1038.0,224.0,21.0,538.0,2211.0,67.0,187.0,19.0,4.0,172.0,2.0
Draw up detailed specifications and discuss projects with customers.,draw up detailed specifications and discuss projects with customers,Confer with customers or designers to determine order specifications.,Confer with clients to determine needs or order specifications.,"Communicating with Supervisors, Peers, or Subordinates",Cabinetmakers and Bench Carpenters,cabinetmakers and bench carpenters,51-7011.00,Cabinetmakers and Bench Carpenters,51-7011,51-7011.00,Cabinetmakers and Bench Carpenters,Woodworkers,Production Occupations,2026-05-31,0.0030529241359659,4.4572,False,0.9029115384615384,3.87,54.24,0.2155359952503928,0.4,E0,E1,46680.0,38550.0,46680.0,45580.0,50070.0,49030.0,49610.0,58100.0,60090.0,46680.0,46360.0,42280.0,49050.0,44870.0,50160.0,45550.0,47110.0,41350.0,40440.0,39280.0,48150.0,49180.0,58040.0,48550.0,48740.0,38800.0,45980.0,47920.0,48600.0,47780.0,57980.0,51760.0,47210.0,58680.0,46010.0,47140.0,47430.0,36630.0,46910.0,47610.0,52800.0,47680.0,45950.0,46440.0,38340.0,46390.0,57620.0,45910.0,48710.0,42400.0,46790.0,46380.0,46680.0,22530.0,46680.0,77170.0,1760.0,161.0,1600.0,920.0,7360.0,1300.0,740.0,60.0,346.0,3490.0,3740.0,160.0,970.0,2350.0,5980.0,1010.0,1340.0,920.0,470.0,940.0,610.0,1440.0,1120.0,2340.0,580.0,1690.0,510.0,230.0,450.0,190.0,790.0,170.0,2470.0,2900.0,220.0,3110.0,1020.0,2190.0,3300.0,80.0,710.0,440.0,1570.0,5530.0,2120.0,360.0,2170.0,1350.0,130.0,2070.0,90.0,33.0,570.0,16.0
"Edit instructional materials, such as books, simulation exercises, lesson plans, instructor guides, and tests.",edit instructional materials such as books simulation exercises lesson plans instructor guides and tests,Edit documents.,Edit written materials or documents.,Making Decisions and Solving Problems,Instructional Coordinators,instructional coordinators,25-9031.00,Instructional Coordinators,25-9031,25-9031.00,Instructional Coordinators,Other Educational Instruction and Library Occupations,Educational Instruction and Library Occupations,2026-05-31,0.0113071264295034,4.61317618615896,False,0.4572324556213017,3.8461538461538463,80.13153846153847,0.2333333333333333,1.9903218272022067,E1,E1,77440.0,69000.0,72320.0,62620.0,67100.0,97010.0,82160.0,96170.0,79290.0,105990.0,60790.0,81060.0,96080.0,63030.0,76050.0,66300.0,74970.0,64750.0,63640.0,63120.0,76700.0,102220.0,95320.0,79290.0,80550.0,61830.0,72080.0,60920.0,79150.0,67410.0,81210.0,96090.0,80870.0,80560.0,63340.0,75340.0,77760.0,63980.0,84620.0,75580.0,63110.0,65460.0,57910.0,74390.0,78710.0,65780.0,78360.0,83230.0,97250.0,69600.0,83000.0,76140.0,61750.0,35250.0,75040.0,227760.0,2040.0,550.0,6560.0,1300.0,20950.0,3400.0,1780.0,980.0,1220.0,18030.0,7830.000000000001,1130.0,1490.0,10330.0,2640.0,2760.0,1950.0,3380.0,2140.0,480.0,4350.0,6170.0,5680.0,3130.0,1840.0,3110.0,740.0,1370.0,1130.0,510.0,3770.0,510.0,18730.0,8260.0,650.0,3510.0,2540.0,2940.0,7540.0,1240.0,4370.0,500.0,4120.0,31970.0,3680.0,730.0,5830.0,4720.0,730.0,2130.0,290.0,110.0,1010.0,40.0
"Edit or rewrite existing written material as necessary, and submit written material for approval by supervisor, editor, or publisher.",edit or rewrite existing written material as necessary and submit written material for approval by supervisor editor or publisher,Edit written materials.,Edit written materials or documents.,Making Decisions and Solving Problems,Writers and Authors,writers and authors,27-3043.00,Writers and Authors,27-3043,27-3043.00,Writers and Editors,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,1.4925406886944566,4.920421475163071,False,0.9393093846153846,4.010666666666667,89.90666666666667,0.35,0.6079617131103461,E1,E1,76910.0,66950.0,76910.0,55990.0,47970.0,86480.0,76830.0,98460.0,76910.0,129300.0,68080.0,74710.0,76910.0,56360.0,68220.0,75820.0,61010.0,65840.0,48780.0,89520.0,76910.0,104330.0,85260.0,76910.0,72810.0,54180.0,58140.0,76910.0,65470.0,63910.0,71830.0,81590.0,76910.0,76910.0,63660.0,50860.0,65930.0,58770.0,80540.0,77410.0,70190.0,51920.0,56700.0,58870.0,69990.0,64530.0,94430.0,85000.0,85700.0,64410.0,64370.0,49650.0,76910.0,43440.0,76910.0,2791.0,21.0,6.0,70.0,31.0,977.0,151.0,480.0,9.0,122.0,351.0,95.0,59.99999999999999,10.0,307.0,52.0,34.0,240.0,41.0,480.0,23.0,63.0,157.0,78.0,84.0,15.0,70.0,10.0,240.0,22.0,21.0,137.0,10.0,871.0,211.0,9.0,97.0,26.0,111.0,126.0,13.0,61.0,59.99999999999999,147.0,270.0,48.0,13.0,178.0,90.0,13.0,83.0,5.0,1.0,10.0,1.0
"Edit, standardize, or make changes to material prepared by other writers or establishment personnel.",edit standardize or make changes to material prepared by other writers or establishment personnel,Edit written materials.,Edit written materials or documents.,Making Decisions and Solving Problems,Technical Writers,technical writers,27-3042.00,Technical Writers,27-3042,27-3042.00,Writers and Editors,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,1.3003195393928977,4.893817743877961,False,1.8153842307692307,4.03,99.91,0.3069590558951648,0.2,E1,E1,90390.0,85840.0,83200.0,79780.0,61180.0,104000.0,100610.0,101870.0,90370.0,117810.0,86240.0,73070.0,90390.0,90390.0,88700.0,75510.0,66520.0,73550.0,81070.0,63790.0,90390.0,100990.0,109200.0,85270.0,83270.0,65220.0,80840.0,75070.0,90390.0,88750.0,96300.0,122320.0,94970.0,98310.0,86320.0,72990.0,76480.0,69760.0,84000.0,87620.0,102360.0,82540.0,63350.0,79550.0,82750.0,80270.0,87860.0,93600.0,104070.0,90390.0,80030.0,90390.0,90390.0,46950.0,90390.0,45500.0,630.0,130.0,730.0,150.0,5280.0,1320.0,770.0,80.0,440.0,2550.0,1680.0,30.0,430.0,1040.0,540.0,640.0,480.0,340.0,320.0,310.0,1780.0,1850.0,970.0,910.0,70.0,500.0,160.0,190.0,230.0,230.0,1550.0,420.0,1610.0,2860.0,70.0,1350.0,600.0,590.0,1330.0,150.0,700.0,70.0,480.0,3340.0,570.0,60.0,2280.0,1620.0,130.0,910.0,30.0,19.0,60.0,9.0
"Educate athletes or coaches on techniques to improve athletic performance, such as heart rate monitoring, recovery techniques, hydration strategies, or training limits.",educate athletes or coaches on techniques to improve athletic performance such as heart rate monitoring recovery techniques hydration strategies or training limits,"Advise athletes, coaches, or trainers on exercise regimens, nutrition, or equipment use.",Advise others on healthcare or wellness issues.,Providing Consultation and Advice to Others,Exercise Physiologists,exercise physiologists,29-1128.00,Exercise Physiologists,29-1128,29-1128.00,Therapists,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0113071264295034,4.392003297609232,False,1.1272657692307693,3.83,81.82,0.0783262120314746,0.1,E1,E0,59460.0,50820.0,59460.0,62350.0,48850.0,62440.0,63800.0,62510.0,57940.0,59460.0,60100.0,58170.0,59460.0,56750.0,60130.0,49740.0,56640.0,59090.0,51070.0,52450.0,59460.0,62220.0,65950.0,55080.0,67230.0,43060.0,52570.0,59460.0,59460.0,55240.0,63590.0,64680.0,59460.0,59940.0,52450.0,50430.0,51660.0,49190.0,71630.0,48040.0,59460.0,46550.0,51630.0,53570.0,56780.0,43850.0,59460.0,52400.0,81310.0,50270.0,63210.0,62070.0,59460.0,59460.0,59460.0,8560.0,70.0,18.0,220.0,40.0,640.0,370.0,100.0,90.0,38.0,330.0,210.0,34.0,40.0,300.0,310.0,50.0,60.0,60.0,40.0,35.0,90.0,180.0,570.0,250.0,30.0,160.0,28.0,56.0,85.0,50.0,130.0,48.0,360.0,370.0,50.0,340.0,80.0,80.0,640.0,27.0,230.0,30.0,140.0,520.0,220.0,17.0,240.0,160.0,60.0,340.0,15.0,4.0,51.0,2.0
Educate patients about health care management.,educate patients about health care management,Advise patients on healthcare system processes.,Advise patients or clients on medical issues.,Providing Consultation and Advice to Others,Naturopathic Physicians,naturopathic physicians,29-1199.04,Naturopathic Physicians,29-1299,29-1299.01,Miscellaneous Healthcare Diagnosing or Treating Practitioners,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,3.7272,False,6.24,4.88,100.0,0.5320000000000001,0.1,E1,E2,115210.0,115210.0,110220.0,95780.0,81330.0,125550.0,101570.0,119970.0,115210.0,151990.0,99260.0,126300.0,119520.0,115210.0,95080.0,83780.0,89480.0,86550.0,88610.0,115210.0,112010.0,164670.0,106060.0,92410.0,99400.0,115210.0,112260.0,122930.0,86260.0,85590.0,82550.0,100900.0,94660.0,127360.0,117210.0,101240.0,101710.0,115210.0,95600.0,103150.0,81280.0,115210.0,83780.0,90750.0,105370.0,119430.0,83740.0,87530.0,103380.0,115210.0,104330.0,101280.0,115210.0,83350.0,115210.0,19460.0,262.0,95.0,402.0,272.0,2175.0,884.0,557.0,60.0,666.0,1156.0,4255.0,122.0,106.0,1509.0,326.0,394.0,150.0,163.0,241.0,218.0,7939.0,816.0,829.0,394.0,245.0,571.0,150.0,122.0,326.0,313.0,639.0,190.0,1020.0,1088.0,190.0,1196.0,177.0,489.0,1183.0,63.0,287.0,82.0,408.0,1699.0,421.0,95.0,511.0,816.0,245.0,394.0,54.0,8.0,150.0,4.0
"Educate patients and family members regarding prenatal, intrapartum, postpartum, newborn, or interconception care.",educate patients and family members regarding prenatal intrapartum postpartum newborn or interconception care,"Provide health and wellness advice to patients, program participants, or caregivers.",Advise patients or clients on medical issues.,Providing Consultation and Advice to Others,Nurse Midwives,nurse midwives,29-1161.00,Nurse Midwives,29-1161,29-1161.00,Nurse Midwives,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,3.699872013651877,False,5.4697169230769225,4.76,100.0,0.4644175000000001,0.1,E0,E0,134040.0,134040.0,133430.0,140960.0,134040.0,203840.0,137610.0,130790.0,127510.0,101450.0,127460.0,105510.0,170110.0,134040.0,120840.0,101630.0,131360.0,134040.0,134040.0,119280.0,133270.0,140120.0,159800.0,125140.0,134810.0,134040.0,130220.0,134040.0,138880.0,134040.0,142960.0,153970.0,123350.0,144510.0,126040.0,72630.0,127730.0,134040.0,146900.0,119990.0,135180.0,122390.0,134040.0,116980.0,123380.0,130930.0,151030.0,135710.0,158970.0,134040.0,133070.0,134040.0,134040.0,134040.0,134040.0,7920.0,107.0,60.0,80.0,66.0,870.0,180.0,150.0,25.0,70.0,460.0,300.0,32.0,43.0,280.0,170.0,80.0,73.0,101.0,60.0,50.0,240.0,280.0,430.0,410.0,59.0,80.0,26.0,52.0,79.0,60.0,120.0,50.0,360.0,240.0,22.0,180.0,86.0,240.0,320.0,80.0,100.0,23.0,330.0,290.0,140.0,60.0,208.0,170.0,35.0,200.0,14.0,3.0,47.0,2.0
"Educate patients regarding treatment plans, physiological reactions to treatment, or post-treatment care.",educate patients regarding treatment plans physiological reactions to treatment or posttreatment care,"Provide health and wellness advice to patients, program participants, or caregivers.",Advise patients or clients on medical issues.,Providing Consultation and Advice to Others,"Health Technologists and Technicians, All Other",health technologists and technicians all other,29-2099.00,Medical Dosimetrists,29-2036,29-2036.00,Diagnostic Related Technologists and Technicians,Health Technologists and Technicians,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0113071264295034,3.385990744636096,False,0.3423076923076923,3.33,52.63,0.0149102399252709,0.1,E1,E2,147470.0,147470.0,147470.0,142090.0,138260.0,140380.0,147470.0,147470.0,147470.0,147470.0,153490.0,155390.0,147470.0,147470.0,163860.0,144320.0,147470.0,150670.0,147470.0,147470.0,147470.0,147470.0,140990.0,137970.0,147470.0,115490.0,129610.0,147470.0,147470.0,147470.0,147470.0,170650.0,147470.0,166540.0,147830.0,147470.0,150900.0,143120.0,183990.0,142850.0,147470.0,140530.0,147470.0,135530.0,134680.0,147470.0,147470.0,142830.0,189280.0,45350.0,142300.0,147470.0,147470.0,147470.0,147470.0,3410.0,46.0,7.0,40.0,30.0,240.0,63.0,37.0,11.0,15.0,320.0,140.0,14.0,19.0,140.0,60.0,34.0,40.0,44.0,42.0,14.0,40.0,60.0,130.0,64.0,40.0,80.0,11.0,22.0,34.0,15.0,90.0,19.0,300.0,140.0,9.0,121.0,30.0,40.0,160.0,11.0,60.0,10.0,60.0,330.0,38.0,7.0,90.0,60.0,60.0,80.0,6.0,1.0,20.0,1.0
"Educate patients regarding treatment plans, physiological reactions to treatment, or post-treatment care.",educate patients regarding treatment plans physiological reactions to treatment or posttreatment care,Advise patients on effects of health conditions or treatments.,Advise patients or clients on medical issues.,Providing Consultation and Advice to Others,"Health Technologists and Technicians, All Other",health technologists and technicians all other,29-2099.00,Medical Dosimetrists,29-2036,29-2036.00,Diagnostic Related Technologists and Technicians,Health Technologists and Technicians,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0113071264295034,3.385990744636096,False,0.3423076923076923,3.33,52.63,0.0149102399252709,0.1,E1,E2,147470.0,147470.0,147470.0,142090.0,138260.0,140380.0,147470.0,147470.0,147470.0,147470.0,153490.0,155390.0,147470.0,147470.0,163860.0,144320.0,147470.0,150670.0,147470.0,147470.0,147470.0,147470.0,140990.0,137970.0,147470.0,115490.0,129610.0,147470.0,147470.0,147470.0,147470.0,170650.0,147470.0,166540.0,147830.0,147470.0,150900.0,143120.0,183990.0,142850.0,147470.0,140530.0,147470.0,135530.0,134680.0,147470.0,147470.0,142830.0,189280.0,45350.0,142300.0,147470.0,147470.0,147470.0,147470.0,3410.0,46.0,7.0,40.0,30.0,240.0,63.0,37.0,11.0,15.0,320.0,140.0,14.0,19.0,140.0,60.0,34.0,40.0,44.0,42.0,14.0,40.0,60.0,130.0,64.0,40.0,80.0,11.0,22.0,34.0,15.0,90.0,19.0,300.0,140.0,9.0,121.0,30.0,40.0,160.0,11.0,60.0,10.0,60.0,330.0,38.0,7.0,90.0,60.0,60.0,80.0,6.0,1.0,20.0,1.0
"Electronically sort and compile text and numerical data, retrieving, updating, and merging documents as required.",electronically sort and compile text and numerical data retrieving updating and merging documents as required,Compile data or documentation.,"Compile records, documentation, or other data.",Processing Information,Word Processors and Typists,word processors and typists,43-9022.00,Word Processors and Typists,43-9022,43-9022.00,Data Entry and Information Processing Workers,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.4862064364686487,4.937487147851121,False,1.4084680769230769,3.84,80.3,0.5094926282931939,0.5,E2,E1,49280.0,46860.0,49280.0,42070.0,43010.0,56380.0,57550.0,49250.0,45480.0,49180.0,35770.0,31450.0,40060.0,49930.0,45490.0,39520.0,43210.0,49280.0,49280.0,49280.0,49280.0,47110.0,53740.0,47970.0,51550.0,49280.0,37440.0,49280.0,47080.0,41290.0,49280.0,49520.0,46400.0,48400.0,49280.0,49280.0,48670.0,43710.0,52420.0,41000.0,47040.0,42840.0,49280.0,49750.0,47720.0,49280.0,49280.0,46130.0,46110.0,36060.0,48540.0,49280.0,49280.0,32270.0,49280.0,35010.0,70.0,73.0,725.0,40.0,10270.0,59.99999999999999,170.0,50.0,120.0,1000.0,1094.0,270.0,59.99999999999999,490.0,120.0,360.0,322.0,160.0,433.0,143.0,210.0,350.0,520.0,210.0,260.0,260.0,114.0,80.0,170.0,153.0,3560.0000000000005,59.99999999999999,12340.0,1105.0,96.0,310.0,40.0,40.0,1170.0,120.0,30.0,102.0,90.0,290.0,388.0,68.0,290.0,140.0,80.0,180.0,62.99999999999999,14.999999999999998,1700.0,7.0
"Electronically sort and compile text and numerical data, retrieving, updating, and merging documents as required.",electronically sort and compile text and numerical data retrieving updating and merging documents as required,"Format digital documents, data, or images.",Process digital or online data.,Working with Computers,Word Processors and Typists,word processors and typists,43-9022.00,Word Processors and Typists,43-9022,43-9022.00,Data Entry and Information Processing Workers,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.4862064364686487,4.937487147851121,False,1.4084680769230769,3.84,80.3,0.5094926282931939,0.5,E2,E1,49280.0,46860.0,49280.0,42070.0,43010.0,56380.0,57550.0,49250.0,45480.0,49180.0,35770.0,31450.0,40060.0,49930.0,45490.0,39520.0,43210.0,49280.0,49280.0,49280.0,49280.0,47110.0,53740.0,47970.0,51550.0,49280.0,37440.0,49280.0,47080.0,41290.0,49280.0,49520.0,46400.0,48400.0,49280.0,49280.0,48670.0,43710.0,52420.0,41000.0,47040.0,42840.0,49280.0,49750.0,47720.0,49280.0,49280.0,46130.0,46110.0,36060.0,48540.0,49280.0,49280.0,32270.0,49280.0,35010.0,70.0,73.0,725.0,40.0,10270.0,59.99999999999999,170.0,50.0,120.0,1000.0,1094.0,270.0,59.99999999999999,490.0,120.0,360.0,322.0,160.0,433.0,143.0,210.0,350.0,520.0,210.0,260.0,260.0,114.0,80.0,170.0,153.0,3560.0000000000005,59.99999999999999,12340.0,1105.0,96.0,310.0,40.0,40.0,1170.0,120.0,30.0,102.0,90.0,290.0,388.0,68.0,290.0,140.0,80.0,180.0,62.99999999999999,14.999999999999998,1700.0,7.0
Emphasize or recommend service features based on knowledge of customers' needs and vendor capabilities and limitations.,emphasize or recommend service features based on knowledge of customers needs and vendor capabilities and limitations,Explain technical product or service information to customers.,Explain technical details of products or services.,Interpreting the Meaning of Information for Others,"Sales Representatives, Services, All Other",sales representatives services all other,41-3099.00,"Sales Representatives of Services, Except Advertising, Insurance, Financial Services, and Travel",41-3091,41-3091.00,"Miscellaneous Sales Representatives, Services","Sales Representatives, Services",Sales and Related Occupations,2026-05-31,0.1017641378655311,4.735516633848066,False,1.1699963294314382,4.218260869565217,90.06521739130434,0.404105356915637,0.1956521739130435,E1,E2,69990.0,58840.0,69610.0,72920.0,50570.0,80850.0,79810.0,76940.0,67540.0,76770.0,60660.0,75280.0,58500.0,58930.0,66900.0,63960.0,62420.0,62580.0,52750.0,55200.0,63900.0,63310.0,83760.0,73380.0,75370.0,48440.0,60440.0,58720.0,57770.0,62450.0,71510.0,79200.0,61880.0,92190.0,62620.0,66060.0,59390.0,54990.0,67040.0,64480.0,81450.0,58510.0,61770.0,60230.0,61680.0,62580.0,77530.0,72640.0,79920.0,50240.0,64020.0,58970.0,37170.0,28580.0,42980.0,1256010.0,12840.0,900.0,26340.0,5750.0,156110.0,37810.0,11420.0,2910.0,3120.0,107650.0,46960.0,3450.0,5030.0,69910.0,21950.0,6530.0,12480.0,11860.0,8200.0,2120.0,21580.0,32300.0,27160.0,19220.0,3730.0,14100.0,1730.0,6110.0,10950.0,4670.0,44980.0,3790.0,80510.0,46039.99999999999,1620.0,38440.0,9710.0,10440.0,39920.0,4023.0,21070.0,630.0,21600.0,135030.0,16210.000000000002,1130.0,41390.0,18950.0,2130.0,22720.0,750.0,160.0,2940.0,80.0
Emphasize or recommend service features based on knowledge of customers' needs and vendor capabilities and limitations.,emphasize or recommend service features based on knowledge of customers needs and vendor capabilities and limitations,Recommend products or services to customers.,Advise others on products or services.,Providing Consultation and Advice to Others,"Sales Representatives, Services, All Other",sales representatives services all other,41-3099.00,"Sales Representatives of Services, Except Advertising, Insurance, Financial Services, and Travel",41-3091,41-3091.00,"Miscellaneous Sales Representatives, Services","Sales Representatives, Services",Sales and Related Occupations,2026-05-31,0.1017641378655311,4.735516633848066,False,1.1699963294314382,4.218260869565217,90.06521739130434,0.404105356915637,0.1956521739130435,E1,E2,69990.0,58840.0,69610.0,72920.0,50570.0,80850.0,79810.0,76940.0,67540.0,76770.0,60660.0,75280.0,58500.0,58930.0,66900.0,63960.0,62420.0,62580.0,52750.0,55200.0,63900.0,63310.0,83760.0,73380.0,75370.0,48440.0,60440.0,58720.0,57770.0,62450.0,71510.0,79200.0,61880.0,92190.0,62620.0,66060.0,59390.0,54990.0,67040.0,64480.0,81450.0,58510.0,61770.0,60230.0,61680.0,62580.0,77530.0,72640.0,79920.0,50240.0,64020.0,58970.0,37170.0,28580.0,42980.0,1256010.0,12840.0,900.0,26340.0,5750.0,156110.0,37810.0,11420.0,2910.0,3120.0,107650.0,46960.0,3450.0,5030.0,69910.0,21950.0,6530.0,12480.0,11860.0,8200.0,2120.0,21580.0,32300.0,27160.0,19220.0,3730.0,14100.0,1730.0,6110.0,10950.0,4670.0,44980.0,3790.0,80510.0,46039.99999999999,1620.0,38440.0,9710.0,10440.0,39920.0,4023.0,21070.0,630.0,21600.0,135030.0,16210.000000000002,1130.0,41390.0,18950.0,2130.0,22720.0,750.0,160.0,2940.0,80.0
"Emphasize product features, based on analyses of customers' needs and on technical knowledge of product capabilities and limitations.",emphasize product features based on analyses of customers needs and on technical knowledge of product capabilities and limitations,Explain technical product or service information to customers.,Explain technical details of products or services.,Interpreting the Meaning of Information for Others,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",sales representatives wholesale and manufacturing technical and scientific products,41-4011.00,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",41-4011,41-4011.00,"Sales Representatives, Wholesale and Manufacturing","Sales Representatives, Wholesale and Manufacturing",Sales and Related Occupations,2026-05-31,0.0226142528590069,4.392780666870602,False,2.0066246153846152,4.03,82.09,0.1381171518509133,0.1,E1,E2,104920.0,87140.0,77080.0,100620.0,71830.0,124220.0,135000.0,98000.0,107830.0,92940.0,107700.0,128850.0,126110.0,101390.0,107570.0,102910.0,103380.0,130850.0,97640.0,124200.0,101850.0,95040.0,118980.0,125650.0,103000.0,74990.0,94840.0,83610.0,84400.0,98500.0,97960.0,131360.0,87310.0,129410.0,125370.0,102720.0,108370.0,72480.0,113830.0,103790.0,117670.0,111190.0,104920.0,94450.0,99080.0,104920.0,95900.0,128270.0,127390.0,97230.0,78480.0,100850.0,104920.0,62160.0,104920.0,228895.0,4469.0,707.0,14242.0,2443.0,44348.0,6671.0,4790.0,1543.0,964.0,31891.0,9162.0,868.0,3022.0,11814.0,7024.0,4147.0,3922.0,6703.0,3761.0,937.0,10175.0,18726.0,14692.0,7973.0,1302.0,8134.0,1109.0,2733.0,3022.0,4276.0,9002.0,1575.0,16878.0,19273.0,820.0,15865.0,6381.0,4887.0,11557.0,852.0,6044.0,2781.0,13325.0,71369.0,6317.0,659.0,9741.0,16010.0,1222.0,5449.0,450.0,98.0,1736.0,47.0
Employ financial models to develop solutions to financial problems or to assess the financial or capital impact of transactions.,employ financial models to develop solutions to financial problems or to assess the financial or capital impact of transactions,Apply mathematical models of financial or business conditions.,Analyze business or financial data.,Analyzing Data or Information,Financial Analysts,financial analysts,13-2051.00,Financial and Investment Analysts,13-2051,13-2051.00,Financial Analysts and Advisors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.888811118888111,False,0.2276829086538461,3.77625,94.87,0.6066449247285021,2.325077151149704,E1,E2,110326.8,86329.2,93467.6,98355.2,73310.0,119510.0,112404.0,111834.8,121372.8,102374.0,97303.2,100018.0,92154.4,88370.8,102802.4,90854.8,99291.2,84823.6,78009.6,66715.2,115724.0,109085.2,121107.2,99850.4,104253.6,88170.4,99564.0,100089.6,89979.2,92051.6,121936.0,119327.2,87437.6,132558.0,117808.0,76329.2,96552.4,82500.0,114864.8,94121.6,102588.4,96712.0,88651.2,91929.2,101547.2,84298.0,104933.136,116420.4,115498.8,82196.4,96740.0,151969.2,110326.8,61627.2,90965.136,206952.4,1730.4,117.2,3735.2,745.2,24767.2,4405.200000000001,1419.84,1702.4,1870.8,13432.4,5828.0,334.8,466.8,11368.0,1964.0,1235.6,975.6,1440.8000000000002,966.4,781.24,3035.6,7848.0,4150.0,4194.8,465.2,2682.8,237.2,779.92,1174.8,434.4,6417.6,540.0,31413.6,7764.799999999999,190.8,5782.0,915.6,1577.2,7621.2,1093.1999999999998,2019.2,461.2,2637.6,16319.2,2492.4,319.43999999999994,5917.2,4701.6,218.0,2923.6,179.6,88.0,851.6,41.04
"Encourage clients to express their feelings and discuss what is happening in their lives, helping them to develop insight into themselves or their relationships.",encourage clients to express their feelings and discuss what is happening in their lives helping them to develop insight into themselves or their relationships,Counsel clients or patients regarding personal issues.,Counsel others about personal matters.,Providing Consultation and Advice to Others,Mental Health Counselors,mental health counselors,21-1014.00,Mental Health Counselors,21-1014,21-1014.00,Counselors,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0791498850065242,3.7524752475247527,False,5.14094,4.93,100.0,0.4426125,0.1,E0,E0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,172550.0,2330.0,359.0,3571.0,1437.0,20077.0,3168.0,1870.0,534.0,774.0,10946.0,5389.0,692.0,945.0,6722.0,3529.0,1719.0,1585.0,2205.0,2133.0,706.0,3046.0,4010.0,4854.0,3252.0,1282.0,3236.0,564.0,1129.0,1710.0,753.0,4724.0,960.0,10679.0,5447.0,473.0,6118.0,1882.0,2168.0,6685.0,553.0,2541.0,504.0,3614.0,15511.0,1913.0,335.0,4530.0,3914.0,773.0,3243.0,309.0,73.0,1035.0,35.0
Encourage individuals and family members to develop and use skills and strategies for confronting their problems in a constructive manner.,encourage individuals and family members to develop and use skills and strategies for confronting their problems in a constructive manner,Teach life skills or strategies to clients or their families.,Teach life skills.,Training and Teaching Others,Marriage and Family Therapists,marriage and family therapists,21-1013.00,Marriage and Family Therapists,21-1013,21-1013.00,Counselors,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0030529241359659,3.730582860307352,False,4.831941538461539,4.77,100.0,0.4052015677758252,0.1,E0,E0,66940.0,49990.0,60010.0,65290.0,64340.0,67300.0,60700.0,86250.0,76580.0,66940.0,56400.0,91550.0,141960.0,62700.0,60970.0,56810.0,67180.0,68710.0,52420.0,66940.0,71680.0,69900.0,67370.0,52270.0,72470.0,51440.0,60440.0,46960.0,62610.0,66940.0,60030.0,92150.0,70630.0,64430.0,48100.0,66940.0,70240.0,57670.0,91520.0,66040.0,66940.0,55430.0,44870.0,46700.0,46300.0,84980.0,62780.0,79900.0,60000.0,55700.0,37870.0,66940.0,66940.0,66940.0,66940.0,66740.0,190.0,60.0,1381.0,80.0,34970.0,900.0,260.0,400.0,299.0,930.0,2085.0,220.0,140.0,860.0,510.0,240.0,190.0,330.0,825.0,180.0,460.0,600.0,590.0,4870.0,140.0,390.0,100.0,260.0,662.0,70.0,4040.0,160.0,770.0,1400.0,183.0,460.0,728.0,850.0,2350.0,214.0,380.0,80.0,1440.0,1380.0,2390.0,130.0,930.0,1514.0,90.0,180.0,120.0,28.0,400.0,14.0
Encourage participants to develop their own activities and leadership skills through group discussions.,encourage participants to develop their own activities and leadership skills through group discussions,"Provide counsel, comfort, or encouragement to individuals or families.",Counsel others about personal matters.,Providing Consultation and Advice to Others,Recreation Workers,recreation workers,39-9032.00,Recreation Workers,39-9032,39-9032.00,Recreation and Fitness Workers,Other Personal Care and Service Workers,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.124912770411724,False,0.4112476923076923,3.66,78.64,0.0287580686488954,0.1,E2,E0,36560.0,28360.0,37510.0,35800.0,27770.0,39780.0,38820.0,36610.0,33790.0,46460.0,35490.0,32540.0,41000.0,30100.0,35480.0,30190.0,33700.0,31760.0,32400.0,28580.0,37450.0,37200.0,38540.0,35090.0,37510.0,28060.0,34320.0,35090.0,34590.0,30150.0,37040.0,36880.0,31900.0,38040.0,32720.0,37310.0,32420.0,31580.0,39610.0,35710.0,36340.0,31420.0,42270.0,33580.0,32720.0,32890.0,37450.0,36120.0,44890.0,29710.0,35530.0,30720.0,36560.0,22210.0,33400.0,331490.0,4700.0,630.0,12650.0,1740.0,48560.0,6100.0,5000.0,1230.0,470.0,18010.0,8160.0,1590.0,2080.0,17650.0,8050.0,2870.0,2990.0,3290.0,2830.0,1260.0,4350.0,11280.0,10850.0,7940.0,2220.0,5380.0,800.0,1510.0,2570.0,2030.0,7550.0,870.0,24790.0,9520.0,730.0,12340.0,2380.0,4640.0,9850.0,770.0,5270.0,650.0,3420.0,18660.0,5760.0,840.0,9260.0,6380.0,1410.0,6840.0,790.0,141.0,850.0,30.0
"Encourage patients to develop work skills and to participate in social, recreational, or other therapeutic activities that enhance interpersonal skills or develop social relationships.",encourage patients to develop work skills and to participate in social recreational or other therapeutic activities that enhance interpersonal skills or develop social relationships,Encourage patients or clients to develop life skills.,Provide support or encouragement to others.,Coaching and Developing Others,Psychiatric Technicians,psychiatric technicians,29-2053.00,Psychiatric Technicians,29-2053,29-2053.00,Health Practitioner Support Technologists and Technicians,Health Technologists and Technicians,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0113071264295034,4.793247989124279,False,2.8297553846153845,4.5,100.0,0.6695735426457355,0.3,E0,E0,45130.0,36680.0,51650.0,45640.0,35930.0,49140.0,47430.0,55500.0,38410.0,67430.0,43570.0,46250.0,55150.0,41490.0,46200.0,40910.0,42910.0,43780.0,40370.0,31440.0,45320.0,45520.0,52000.0,43140.0,40300.0,35320.0,45840.0,39190.0,57370.0,46450.0,44660.0,54040.0,39020.0,58080.0,40630.0,39960.0,39140.0,39060.0,59820.0,43930.0,48520.0,40970.0,45130.0,39800.0,39970.0,40770.0,47560.0,48320.0,52470.0,34100.0,40290.0,45130.0,45130.0,45130.0,45130.0,156960.0,3290.0,340.0,8160.0,1900.0,14100.0,1740.0,1040.0,350.0,380.0,12710.0,5560.0,2060.0,780.0,9410.0,6790.0,690.0,1670.0,910.0,2420.0,620.0,680.0,5340.0,4850.0,3550.0,930.0,4450.0,310.0,1390.0,2060.0,260.0,2520.0,660.0,2040.0,5950.0,270.0,3950.0,820.0,1250.0,10340.0,990.0,560.0,459.0,3810.0,11350.0,1940.0,600.0,3950.0,1920.0,770.0,4430.0,282.0,67.0,941.0,32.0
Enroll individuals to participate in programs and notify them of their acceptance.,enroll individuals to participate in programs and notify them of their acceptance,Provide notifications to customers or patrons.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,Receptionists and Information Clerks,receptionists and information clerks,43-4171.00,Receptionists and Information Clerks,43-4171,43-4171.00,Receptionists and Information Clerks,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.782711282711283,False,1.5172373076923078,3.22,31.89,0.4014851368544652,0.5,E2,E2,38010.0,32590.0,44720.0,38730.0,34840.0,44100.0,42010.0,40630.0,36310.0,49060.0,36810.0,36100.0,41600.0,36810.0,37400.0,36160.0,37330.0,36050.0,32940.0,32750.0,42440.0,38100.0,43870.0,37470.0,37510.0,31160.0,35740.0,37360.0,37860.0,37050.0,38160.0,41650.0,35140.0,43080.0,35440.0,39530.0,35920.0,34560.0,40900.0,36810.0,42620.0,35510.0,38280.0,34910.0,35210.0,36960.0,38370.0,37060.0,44710.0,31920.0,41150.0,37480.0,23290.0,22890.0,34630.0,910180.0,10460.0,1530.0,23220.0,10870.0,82470.0,11020.0,14980.0,2880.0,2000.0,63280.0,26080.0,3510.0,5340.0,40370.0,17360.0,4660.0,7290.0,9290.0,12820.0,3440.0,18390.0,18970.0,25230.0,11800.0,6920.0,18890.0,1280.0,6750.0,10650.0,5320.0,42060.0,5650.0,65010.0,20080.0,1930.0,30850.0,9380.0,13590.0,37830.0,4270.0,11280.0,5760.0,11460.0,78330.0,12020.0,1160.0,23360.0,26500.0,5470.0,25580.0,1540.0,210.0,4030.0,120.0
"Ensure company compliance with federal and state laws, including reporting requirements.",ensure company compliance with federal and state laws including reporting requirements,Monitor organizational compliance with regulations.,Monitor operations to ensure compliance with regulations or standards.,"Monitoring Processes, Materials, or Surroundings","Compensation, Benefits, and Job Analysis Specialists",compensation benefits and job analysis specialists,13-1141.00,"Compensation, Benefits, and Job Analysis Specialists",13-1141,13-1141.00,"Compensation, Benefits, and Job Analysis Specialists",Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.937526561835955,False,0.5253846153846153,4.4,95.24,0.6331441060956676,1.51998179868463,E0,E2,78210.0,57710.0,79160.0,74930.0,61280.0,91410.0,92560.0,83100.0,99560.0,86710.0,65020.0,66690.0,64090.0,63680.0,79300.0,68300.0,67160.0,67990.0,64690.0,62700.0,77400.0,79700.0,95890.0,79480.0,78770.0,51670.0,74260.0,75290.0,67410.0,78210.0,80810.0,85040.0,83540.0,83200.0,67970.0,70480.0,75780.0,64260.0,83320.0,70640.0,80330.0,63450.0,64630.0,69990.0,74800.0,52090.0,76030.0,81190.0,86630.0,48080.0,72130.0,69090.0,78210.0,42110.0,78210.0,112380.0,1000.0,180.0,2230.0,490.0,13430.0,1980.0,1140.0,290.0,650.0,6610.0,4780.0,260.0,500.0,4410.0,1820.0,1070.0,640.0,670.0,1050.0,180.0,1650.0,3390.0,2480.0,2118.0,370.0,1670.0,190.0,460.0,1114.0,380.0,3150.0,340.0,11470.0,3930.0,100.0,2950.0,1200.0,1330.0,4910.0,300.0,1160.0,630.0,2150.0,10102.0,1246.0,170.0,3500.0,3350.0,580.0,1840.0,202.0,48.0,290.0,23.0
Enter and update patrons' records on computers.,enter and update patrons records on computers,Maintain operational records.,Maintain operational records.,Documenting/Recording Information,Library Technicians,library technicians,25-4031.00,Library Technicians,25-4031,25-4031.00,Library Technicians,"Librarians, Curators, and Archivists",Educational Instruction and Library Occupations,2026-05-31,0.0015264620679829,4.862878319950587,False,1.590085,4.03,82.86,0.1097757438162082,0.1,E2,E1,44580.0,37150.0,46940.0,40510.0,28570.0,53260.0,46680.0,57060.0,47580.0,61040.0,41080.0,37320.0,50870.0,34510.0,47120.0,35560.0,38590.0,41960.0,35700.0,39180.0,44520.0,48920.0,50430.0,34680.0,51110.0,27080.0,39160.0,38220.0,36920.0,45650.0,48650.0,48840.0,38830.0,50060.0,46520.0,39240.0,37920.0,29440.0,49970.0,46100.0,48740.0,36070.0,29590.0,36400.0,38640.0,40160.0,50090.0,45560.0,62570.0,30300.0,35000.0,26850.0,44580.0,35890.0,44580.0,68690.0,390.0,220.0,820.0,390.0,7190.0,2250.0,930.0,210.0,390.0,3070.0,2130.0,110.0,520.0,2140.0,1470.0,1510.0,480.0,670.0,1410.0,320.0,1980.0,1910.0,2180.0,1180.0,270.0,1360.0,370.0,710.0,410.0,280.0,1060.0,540.0,3390.0,2350.0,370.0,4020.0,830.0,1810.0,1560.0,160.0,650.0,650.0,390.0,5180.0,310.0,150.0,2580.0,1850.0,280.0,2890.0,400.0,29.0,250.0,14.0
Enter and update patrons' records on computers.,enter and update patrons records on computers,Enter information into databases or software programs.,Process digital or online data.,Working with Computers,"Library Assistants, Clerical",library assistants clerical,43-4121.00,"Library Assistants, Clerical",43-4121,43-4121.00,"Library Assistants, Clerical",Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0015264620679829,4.862878319950587,False,1.9893703846153843,4.27,89.91,0.1527245669404531,0.1,E2,E1,36910.0,27530.0,44800.0,38110.0,31100.0,47860.0,36130.0,39100.0,37090.0,59390.0,37880.0,36410.0,37110.0,33960.0,34680.0,28900.0,29480.0,31550.0,33690.0,29620.0,37890.0,45910.0,42520.0,34510.0,39970.0,28110.0,33760.0,39070.0,28080.0,46620.0,37400.0,39780.0,35250.0,35990.0,34550.0,34530.0,33480.0,29640.0,42270.0,30690.0,36610.0,33980.0,36910.0,37410.0,31200.0,32690.0,36430.0,38020.0,47540.0,30800.0,39610.0,38040.0,36910.0,23110.0,36910.0,85520.0,900.0,180.0,1560.0,390.0,11170.0,470.0,1810.0,270.0,100.0,3630.0,610.0,370.0,920.0,6620.0,1830.0,1700.0,1380.0,1050.0,720.0,540.0,730.0,2840.0,3470.0,1770.0,440.0,1610.0,160.0,310.0,660.0,990.0,3120.0,150.0,8010.0,1330.0,60.0,5240.0,800.0,1090.0,3930.0,510.0,960.0,250.0,1110.0,1600.0,820.0,350.0,2170.0,2810.0,450.0,1570.0,153.0,36.0,210.0,18.0
"Enter claim payments, reserves and new claims on computer system, inputting concise yet sufficient file documentation.",enter claim payments reserves and new claims on computer system inputting concise yet sufficient file documentation,Maintain data in information systems or databases.,Maintain operational records.,Documenting/Recording Information,"Claims Adjusters, Examiners, and Investigators",claims adjusters examiners and investigators,13-1031.00,"Claims Adjusters, Examiners, and Investigators",13-1031,13-1031.00,"Claims Adjusters, Appraisers, Examiners, and Investigators",Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.84,False,2.827698076923077,4.57,94.58,0.2066813534041176,0.1,E1,E1,78000.0,79710.0,87670.0,65110.0,73920.0,91790.0,77620.0,88330.0,72370.0,101150.0,76920.0,73320.0,79080.0,77340.0,77010.0,73560.0,72640.0,77290.0,73840.0,65220.0,78590.0,95560.0,83740.0,78850.0,78350.0,77100.0,75840.0,63860.0,75830.0,62730.0,83890.0,95690.0,67930.0,87130.0,75310.0,65460.0,67990.0,71260.0,81640.0,77290.0,86520.0,75370.0,78900.0,78010.0,78800.0,69000.0,83970.0,74240.0,80700.0,67290.0,78160.0,76400.0,50560.0,45970.0,60050.0,324230.0,4040.0,220.0,13830.0,2660.0,24290.0,5680.0,3190.0,1004.0,360.0,28100.0,10127.0,900.0,1320.0,14210.0,4340.0,3930.0,4570.0,3670.0,3340.0,1650.0,5723.0,5070.0,6640.0,5530.0,2409.0,6200.0,1230.0,3160.0,3214.0,880.0,9650.0,1280.0,17330.0,9880.0,750.0,13650.0,4140.0,2950.0,13270.0,1150.0,4130.0,1030.0,6390.0,29220.0,2440.0,280.0,7860.0,6180.0,1340.0,8760.0,180.0,80.0,2730.0,30.0
Enter codes and instructions to program computer-controlled machinery.,enter codes and instructions to program computercontrolled machinery,Enter codes or other information into computers.,Process digital or online data.,Working with Computers,Industrial Machinery Mechanics,industrial machinery mechanics,49-9041.00,Industrial Machinery Mechanics,49-9041,49-9041.00,"Industrial Machinery Installation, Repair, and Maintenance Workers","Other Installation, Maintenance, and Repair Occupations","Installation, Maintenance, and Repair Occupations",2026-05-31,0.0030529241359659,5.0,False,0.8747426923076922,3.7,74.39,0.1470350309537078,0.3,E2,E1,64520.0,61920.0,77390.0,74790.0,59760.0,74400.0,75600.0,69950.0,67320.0,87670.0,60650.0,61130.0,77330.0,62860.0,76200.0,63950.0,64400.0,65830.0,64560.0,60260.0,72310.0,71870.0,72840.0,64250.0,71960.0,57760.0,67390.0,67250.0,64110.0,77750.0,64150.0,74760.0,60670.0,69740.0,62430.0,65990.0,65130.0,61540.0,75670.0,63840.0,64770.0,62330.0,61560.0,65010.0,61930.0,70720.0,63180.0,64020.0,77220.0,61710.0,66620.0,78320.0,64520.0,37450.0,64520.0,439640.0,17850.0,860.0,5020.0,6270.0,26830.0,7260.0,2360.0,890.0,200.0,17120.0,14230.0,910.0,2750.0,12100.0,14960.0,6050.0,7700.0,11540.0,7410.0,1190.0,2880.0,6130.0,17310.0,6510.0,4460.0,5420.0,820.0,2880.0,2240.0,1950.0,8380.0,2780.0,12740.0,15720.0,2560.0,21950.0,6250.0,7070.0,22160.0,1070.0,9890.0,1230.0,12850.0,56950.0,4040.0,700.0,9470.0,10710.0,3150.0,13870.0,2010.0,120.0,2940.0,90.0
Enter commands and observe system functioning to verify correct operations and detect errors.,enter commands and observe system functioning to verify correct operations and detect errors,Test software performance.,Test performance of computer or information systems.,"Inspecting Equipment, Structures, or Materials",Computer User Support Specialists,computer user support specialists,15-1151.00,Computer User Support Specialists,15-1232,15-1232.00,Computer Support Specialists,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0678427585770207,4.739896162068615,False,0.8249330769230769,3.57,83.18,0.0627573101663182,0.1,E1,E1,61860.0,49630.0,63110.0,61410.0,46360.0,79570.0,71900.0,70210.0,62160.0,80950.0,58740.0,60440.0,56760.0,59170.0,59860.0,56510.0,58810.0,56150.0,57850.0,52440.0,60890.0,64750.0,75070.0,56240.0,63630.0,52230.0,59770.0,58460.0,60830.0,57870.0,60660.0,64470.0,53280.0,72560.0,60120.0,61310.0,59720.0,52040.0,62840.0,58670.0,62510.0,52080.0,48260.0,55990.0,59490.0,61110.0,63030.0,65040.0,75220.0,55350.0,58810.0,65100.0,37460.0,36250.0,50430.0,717190.0,7360.0,950.0,18780.0,4390.0,74490.0,16740.0,9300.0,1890.0,3140.0,51220.0,25980.0,2440.0,3650.0,26060.0,13540.0,6140.0,6780.0,9460.0,4780.0,2810.0,12200.0,17570.0,22090.0,15320.0,3830.0,13510.0,1640.0,6380.0,6560.0,3910.0,18200.0,3290.0,39100.0,23100.0,1400.0,22370.0,9600.0,8850.0,30560.0,1780.0,9880.0,1240.0,11920.0,72030.0,11120.0,1630.0,20910.0,21860.0,2250.0,12400.0,790.0,220.0,5760.0,90.0
"Enter commands or load control media, such as tapes, cards, or disks, into machine controllers to retrieve programmed instructions.",enter commands or load control media such as tapes cards or disks into machine controllers to retrieve programmed instructions,"Enter commands, instructions, or specifications into equipment.",Program computer systems or production equipment.,Working with Computers,"Computer-Controlled Machine Tool Operators, Metal and Plastic",computercontrolled machine tool operators metal and plastic,51-4011.00,Computer Numerically Controlled Tool Operators,51-9161,51-9161.00,Computer Numerically Controlled Tool Operators and Programmers,Other Production Occupations,Production Occupations,2026-05-31,0.0030529241359659,4.927586938083121,True,2.0237426923076924,4.16,65.19,0.127981371717218,0.1,E2,E1,50690.0,52380.0,50690.0,48950.0,50280.0,56510.0,55270.0,59840.0,50010.0,50690.0,46170.0,47630.0,50690.0,53340.0,48420.0,48590.0,52300.0,48400.0,49180.0,49800.0,59660.0,46870.0,61630.0,47250.0,56780.0,39520.0,51000.0,51880.0,49360.0,46670.0,59730.0,54100.0,44970.0,53340.0,50440.0,60250.0,49160.0,47760.0,56670.0,54590.0,57390.0,51800.0,50750.0,49980.0,48480.0,45140.0,57500.0,49590.0,107920.0,49630.0,52690.0,54170.0,50690.0,50690.0,50690.0,169450.0,3120.0,352.0,1800.0,2180.0,21680.0,1580.0,2740.0,170.0,760.0,4040.0,2200.0,679.0,480.0,8170.0,9690.0,4750.0,2540.0,1740.0,670.0,440.0,1800.0,2500.0,7330.0,4290.0,1290.0,1500.0,240.0,830.0,400.0,1770.0,1770.0,70.0,5530.0,3680.0,250.0,21250.0,1490.0,2920.0,7840.0,540.0,2460.0,1420.0,1980.0,13190.0,1170.0,1190.0,1890.0,2270.0,160.0,8330.0,60.0,72.0,1016.0,35.0
"Enter computer commands to store or retrieve parts patterns, graphic displays, or programs that transfer data to other media.",enter computer commands to store or retrieve parts patterns graphic displays or programs that transfer data to other media,"Enter commands, instructions, or specifications into equipment.",Program computer systems or production equipment.,Working with Computers,"Computer Numerically Controlled Machine Tool Programmers, Metal and Plastic",computer numerically controlled machine tool programmers metal and plastic,51-4012.00,Computer Numerically Controlled Tool Programmers,51-9162,51-9162.00,Computer Numerically Controlled Tool Operators and Programmers,Other Production Occupations,Production Occupations,2026-05-31,0.0030529241359659,5.0,False,2.852411153846154,4.22,94.23,0.2285948115182539,0.1,E2,E1,68120.0,64590.0,68120.0,74450.0,56390.0,82090.0,69570.0,86390.0,68120.0,68120.0,63970.0,61360.0,68120.0,63560.0,68830.0,63200.0,57780.0,76080.0,64980.0,68120.0,72920.0,65670.0,81670.0,64640.0,74190.0,50190.0,78130.0,70860.0,63190.0,57210.0,71680.0,70460.0,68120.0,68730.0,63990.0,75990.0,60080.0,65590.0,75150.0,66330.0,62640.0,69470.0,66650.0,69700.0,69550.0,65610.0,77980.0,74390.0,81420.0,68120.0,67460.0,68120.0,68120.0,68120.0,68120.0,28500.0,420.0,59.0,470.0,210.0,2990.0,410.0,500.0,88.0,128.0,770.0,420.0,114.0,120.0,1070.0,1490.0,640.0,680.0,230.0,352.0,50.0,200.0,680.0,2300.0,1250.0,140.0,430.0,60.0,70.0,130.0,290.0,520.0,159.0,1140.0,760.0,40.0,2370.0,330.0,500.0,1080.0,70.0,340.0,80.0,330.0,1930.0,150.0,140.0,330.0,660.0,128.0,1610.0,51.0,12.0,171.0,6.0
Enter customers' transactions into computers to record transactions and issue computer-generated receipts.,enter customers transactions into computers to record transactions and issue computergenerated receipts,Enter information into databases or software programs.,Process digital or online data.,Working with Computers,Tellers,tellers,43-3071.00,Tellers,43-3071,43-3071.00,Tellers,Financial Clerks,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.675806941212183,True,6.40092,4.69,100.0,0.5555281157024793,0.1,E2,E1,43030.0,37350.0,46770.0,45250.0,35710.0,46900.0,46060.0,46320.0,45340.0,45590.0,45580.0,41690.0,43910.0,42380.0,38670.0,38730.0,38450.0,36840.0,37210.0,35680.0,42890.0,46010.0,46900.0,39240.0,44190.0,36810.0,36650.0,38080.0,38140.0,44980.0,44460.0,47210.0,37680.0,44400.0,44830.0,39300.0,39810.0,35840.0,44440.0,40200.0,45300.0,42280.0,38460.0,36750.0,38050.0,38370.0,44030.0,45120.0,47670.0,34560.0,39640.0,38290.0,43030.0,30430.0,32750.0,329480.0,6770.0,1020.0,3770.0,4250.0,25230.0,5370.0,3220.0,1400.0,700.0,14700.0,7820.0,1760.0,2690.0,16960.0,8400.0,5470.0,4720.0,5350.0,4900.0,2410.0,3860.0,7190.0,13420.0,5740.0,3750.0,10030.0,1660.0,4590.0,1850.0,1550.0,10270.0,2330.0,15040.0,5260.0,1990.0,13890.0,7230.0,2990.0,14800.0,830.0,4400.0,1560.0,7560.0,25860.0,4790.0,930.0,7410.000000000001,9180.0,2620.0,9030.0,970.0,140.0,2850.0,130.0
Enter data into computers for use in analyses or reports.,enter data into computers for use in analyses or reports,Enter information into databases or software programs.,Process digital or online data.,Working with Computers,Statistical Assistants,statistical assistants,43-9111.00,Statistical Assistants,43-9111,43-9111.00,Statistical Assistants,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.3052924135965933,4.9322911274459065,False,1.380931153846154,4.37,91.96,0.1068322361357564,0.1,E2,E1,50330.0,50330.0,50330.0,56900.0,50330.0,82580.0,50330.0,76140.0,50330.0,50330.0,57200.0,50330.0,40240.0,50330.0,63410.0,46860.0,50330.0,50330.0,45660.0,50330.0,48050.0,59690.0,70470.0,49660.0,58580.0,50330.0,58610.0,50330.0,59620.0,50330.0,50330.0,69480.0,50330.0,46520.0,50330.0,50330.0,47980.0,46010.0,50330.0,48740.0,50330.0,58970.0,50330.0,47780.0,43590.0,50330.0,50330.0,50330.0,63660.0,50330.0,53400.0,50330.0,50330.0,27490.0,50330.0,4710.0,64.0,10.0,100.0,39.0,110.0,86.0,160.0,15.0,21.0,90.0,147.0,40.0,26.0,183.0,270.0,80.0,43.0,100.0,58.0,40.0,100.0,190.0,370.0,89.0,35.0,90.0,15.0,170.0,47.0,21.0,110.0,26.0,292.0,250.0,13.0,70.0,30.0,59.0,280.0,15.0,40.0,14.0,390.0,423.0,52.0,9.0,124.0,200.0,21.0,60.0,8.0,2.0,230.0,1.0
"Enter data, such as coordinates of images and color specifications, into system to retouch and make color corrections.",enter data such as coordinates of images and color specifications into system to retouch and make color corrections,Enter information into databases or software programs.,Process digital or online data.,Working with Computers,Desktop Publishers,desktop publishers,43-9031.00,Desktop Publishers,43-9031,43-9031.00,Desktop Publishers,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.6667000000000005,False,1.8912065384615384,3.79,84.69,0.1335905607139998,0.1,E2,E2,55290.0,55290.0,55290.0,52000.0,55290.0,71930.0,77750.0,55290.0,55290.0,55290.0,52720.0,39460.0,55290.0,55290.0,61350.0,49070.0,55290.0,55290.0,45760.0,47130.0,47100.0,69820.0,61170.0,45300.0,54930.0,55290.0,55290.0,55290.0,36280.0,55290.0,48300.0,63020.0,55290.0,56660.0,43700.0,55290.0,53380.0,46040.0,50650.0,55290.0,55290.0,62320.0,55290.0,44440.0,57760.0,55290.0,53550.0,55290.0,55290.0,55290.0,46010.0,55290.0,55290.0,55290.0,55290.0,3350.0,45.0,90.0,30.0,28.0,320.0,62.0,36.0,10.0,15.0,150.0,230.0,13.0,18.0,150.0,130.0,33.0,31.0,40.0,40.0,30.0,140.0,80.0,40.0,90.0,25.0,63.0,11.0,40.0,33.0,30.0,100.0,19.0,350.0,80.0,9.0,60.0,40.0,90.0,140.0,11.0,40.0,10.0,40.0,270.0,37.0,50.0,50.0,76.0,15.0,40.0,6.0,1.0,20.0,1.0
"Enter data, such as demographic characteristics, history and extent of disease, diagnostic procedures, or treatment into computer.",enter data such as demographic characteristics history and extent of disease diagnostic procedures or treatment into computer,Enter patient or treatment data into computers.,Process digital or online data.,Working with Computers,Medical Records and Health Information Technicians,medical records and health information technicians,29-2071.00,Medical Records Specialists,29-2072,29-2072.00,Medical Records Specialists,Health Technologists and Technicians,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.977564448279581,False,2.2910505384615383,4.6450000000000005,88.39500000000001,0.6986837206851255,0.1285714285714286,E2,E1,58374.28571428572,50051.83673469388,65380.0,48962.857142857145,63837.142857142855,74212.85714285714,67355.71428571429,67454.28571428571,61558.57142857143,73505.71428571429,59127.142857142855,59530.0,58358.57142857143,54677.142857142855,59157.142857142855,47155.71428571428,63480.0,53247.142857142855,48804.28571428572,53614.28571428572,51331.42857142857,61000.0,69380.0,56275.71428571428,74057.14285714286,43857.142857142855,54448.57142857143,62597.142857142855,50748.57142857143,56004.28571428572,62842.857142857145,55254.28571428572,50840.0,67548.57142857143,55358.57142857143,61232.857142857145,59707.142857142855,49924.28571428572,70670.0,52471.42857142857,67457.14285714286,50101.42857142857,55522.857142857145,55542.857142857145,60842.857142857145,62491.42857142857,64232.857142857145,55762.857142857145,61142.857142857145,53347.142857142855,72700.0,68931.42857142857,47000.40816326531,27582.85714285714,58374.28571428572,127597.14285714288,2069.8571428571427,641.4285714285714,2528.5714285714284,1552.7142857142858,11937.14285714286,1175.7142857142858,717.1428571428571,517.8571428571429,188.57142857142856,13291.428571428572,4087.142857142857,292.8571428571429,1091.4285714285716,3665.714285714286,3794.285714285714,1401.4285714285716,1421.428571428571,2971.428571428572,1575.7142857142858,657.1428571428572,1895.7142857142856,2377.1428571428573,3231.428571428572,2245.714285714286,1371.4285714285716,2621.428571428571,550.0,1048.5714285714284,1450.0,604.2857142857143,3262.8571428571427,851.4285714285714,6045.714285714285,4878.571428571428,322.8571428571429,5322.857142857143,1678.5714285714284,1745.7142857142858,4450.0,392.8571428571429,1772.857142857143,574.2857142857143,2785.714285714286,11068.571428571428,1697.857142857143,176.0,2975.714285714286,3149.9999999999995,762.8571428571429,1918.571428571429,181.42857142857144,63.142857142857146,1095.7142857142856,26.0
"Enter information into computerized court calendar, filing, or case management systems.",enter information into computerized court calendar filing or case management systems,Enter information into databases or software programs.,Process digital or online data.,Working with Computers,Judicial Law Clerks,judicial law clerks,23-1012.00,Judicial Law Clerks,23-1012,23-1012.00,Lawyers and Judicial Law Clerks,"Lawyers, Judges, and Related Workers",Legal Occupations,2026-05-31,0.0030529241359659,4.849504541701074,False,1.883724615384616,3.62,46.48,0.1001349411425234,0.1,E2,E1,64920.0,64920.0,67580.0,60170.0,80150.0,79030.0,67230.0,98670.0,64720.0,64920.0,55180.0,55120.0,47010.0,75540.0,64920.0,57140.0,64260.0,45720.0,64920.0,63180.0,67890.0,70110.0,143350.0,62260.0,71070.0,64920.0,66060.0,47320.0,49570.0,69600.0,64920.0,58890.0,64920.0,133320.0,64920.0,85530.0,49840.0,44990.0,86870.0,50590.0,64920.0,50330.0,64920.0,75190.0,63130.0,51900.0,64920.0,65940.0,80240.0,52120.0,54250.0,64920.0,64920.0,64920.0,64920.0,13290.0,179.0,140.0,250.0,50.0,1800.0,140.0,270.0,100.0,60.0,1300.0,560.0,330.0,60.0,518.0,70.0,90.0,40.0,170.0,90.0,30.0,370.0,500.0,280.0,410.0,99.0,100.0,40.0,110.0,70.0,58.0,530.0,74.0,850.0,420.0,40.0,240.0,130.0,30.0,970.0,43.0,230.0,39.0,400.0,220.0,630.0,26.0,380.0,580.0,260.0,180.0,24.0,6.0,80.0,3.0
"Enter information into computerized court calendar, filing, or case management systems.",enter information into computerized court calendar filing or case management systems,Enter codes or other information into computers.,Process digital or online data.,Working with Computers,Judicial Law Clerks,judicial law clerks,23-1012.00,Judicial Law Clerks,23-1012,23-1012.00,Lawyers and Judicial Law Clerks,"Lawyers, Judges, and Related Workers",Legal Occupations,2026-05-31,0.0030529241359659,4.849504541701074,False,1.883724615384616,3.62,46.48,0.1001349411425234,0.1,E2,E1,64920.0,64920.0,67580.0,60170.0,80150.0,79030.0,67230.0,98670.0,64720.0,64920.0,55180.0,55120.0,47010.0,75540.0,64920.0,57140.0,64260.0,45720.0,64920.0,63180.0,67890.0,70110.0,143350.0,62260.0,71070.0,64920.0,66060.0,47320.0,49570.0,69600.0,64920.0,58890.0,64920.0,133320.0,64920.0,85530.0,49840.0,44990.0,86870.0,50590.0,64920.0,50330.0,64920.0,75190.0,63130.0,51900.0,64920.0,65940.0,80240.0,52120.0,54250.0,64920.0,64920.0,64920.0,64920.0,13290.0,179.0,140.0,250.0,50.0,1800.0,140.0,270.0,100.0,60.0,1300.0,560.0,330.0,60.0,518.0,70.0,90.0,40.0,170.0,90.0,30.0,370.0,500.0,280.0,410.0,99.0,100.0,40.0,110.0,70.0,58.0,530.0,74.0,850.0,420.0,40.0,240.0,130.0,30.0,970.0,43.0,230.0,39.0,400.0,220.0,630.0,26.0,380.0,580.0,260.0,180.0,24.0,6.0,80.0,3.0
"Enter information into computers to copy programs from one electronic component to another or to draw, modify, or store schematics.",enter information into computers to copy programs from one electronic component to another or to draw modify or store schematics,Enter codes or other information into computers.,Process digital or online data.,Working with Computers,"Computer, Automated Teller, and Office Machine Repairers",computer automated teller and office machine repairers,49-2011.00,"Computer, Automated Teller, and Office Machine Repairers",49-2011,49-2011.00,"Computer, Automated Teller, and Office Machine Repairers","Electrical and Electronic Equipment Mechanics, Installers, and Repairers","Installation, Maintenance, and Repair Occupations",2026-05-31,0.0030529241359659,5.0,False,1.5101415384615384,3.51,77.76,0.0972129740332051,0.1,E2,E1,47810.0,39970.0,46680.0,49620.0,45970.0,58280.0,49650.0,61190.0,51550.0,47810.0,45690.0,45390.0,49270.0,39190.0,44860.0,46170.0,47330.0,44290.0,47070.0,50150.0,49610.0,54120.0,57270.0,47570.0,50540.0,42920.0,44080.0,48820.0,46890.0,38430.0,60570.0,57330.0,43330.0,57290.0,46890.0,58720.0,47740.0,51880.0,46950.0,47920.0,49700.0,39060.0,59700.0,42330.0,45480.0,41810.0,53610.0,44750.0,49050.0,38720.0,47690.0,47480.0,32360.0,37560.0,47810.0,65600.0,930.0,170.0,1000.0,560.0,7250.0,880.0,380.0,250.0,294.0,3470.0,2330.0,110.0,180.0,3260.0,2140.0,420.0,570.0,1440.0,900.0,290.0,960.0,1350.0,1660.0,1720.0,490.0,1090.0,160.0,640.0,410.0,260.0,2190.0,330.0,3240.0,3160.0,160.0,2040.0,780.0,1050.0,2390.0,70.0,680.0,300.0,1110.0,7140.0,570.0,80.0,1530.0,2010.0,370.0,1010.0,70.0,90.0,140.0,13.0
Enter insurance- and claims-related information into database systems.,enter insurance and claimsrelated information into database systems,Enter information into databases or software programs.,Process digital or online data.,Working with Computers,Insurance Claims and Policy Processing Clerks,insurance claims and policy processing clerks,43-9041.00,Insurance Claims and Policy Processing Clerks,43-9041,43-9041.00,Insurance Claims and Policy Processing Clerks,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.835906751438087,False,2.933709285714285,4.281428571428571,74.64666666666666,0.28,0.2134588907062106,E2,E1,49230.0,38140.0,48740.0,50530.0,45220.0,56800.0,58660.0,59760.0,49990.0,49230.0,47130.0,46590.0,47420.0,47200.0,48440.0,49240.0,46430.0,47960.0,48330.0,46800.0,58890.0,47070.0,52910.0,47860.0,58030.0,43840.0,46010.0,50890.0,48490.0,48300.0,60650.0,59810.0,41700.0,57790.0,48130.0,48390.0,48380.0,48650.0,50890.0,49420.0,49230.0,44650.0,45610.0,45720.0,49880.0,47120.0,49260.0,46430.0,60220.0,44740.0,49170.0,46870.0,49230.0,30910.0,49230.0,214260.0,2110.0,40.0,8350.0,1500.0,23470.0,1380.0,2430.0,720.0,961.0,15920.0,6370.0,380.0,580.0,9060.0,5190.0,2820.0,800.0,3030.0,1740.0,1710.0,1200.0,4820.0,6410.0,3580.0,1540.0,4510.0,360.0,2520.0,2880.0,820.0,5000.0,920.0,8120.0,6570.0,550.0,11160.0,1530.0,2640.0,7020.0,710.0,4110.0,1020.0,5470.0,24470.0,1880.0,390.0,5950.0,3730.0,1330.0,5140.0,170.0,91.0,1920.0,44.0
Enter into record-keeping systems appropriate data needed to create new title records or to update existing ones.,enter into recordkeeping systems appropriate data needed to create new title records or to update existing ones,Update computer database information.,Process digital or online data.,Working with Computers,"Title Examiners, Abstractors, and Searchers",title examiners abstractors and searchers,23-2093.00,"Title Examiners, Abstractors, and Searchers",23-2093,23-2093.00,Miscellaneous Legal Support Workers,Legal Support Workers,Legal Occupations,2026-05-31,0.0226142528590069,4.819378728656655,False,2.2981,4.02,73.41,0.1520105778309428,0.1,E2,E1,58650.0,61330.0,75960.0,49580.0,47510.0,67230.0,77600.0,62940.0,65270.0,58650.0,58450.0,48320.0,58650.0,61730.0,49990.0,46150.0,46330.0,54640.0,52860.0,38470.0,48900.0,55460.0,69100.0,49540.0,58250.0,47060.0,48190.0,58650.0,48880.0,71050.0,62090.0,61930.0,57940.0,61380.0,50500.0,59980.0,56680.0,50270.0,76930.0,52220.0,63300.0,46740.0,59300.0,50240.0,60120.0,62210.0,58650.0,54230.0,66440.0,77230.0,48070.0,48710.0,58650.0,44570.0,58650.0,48580.0,656.0,100.0,1210.0,650.0,5653.0,1400.0,90.0,140.0,218.0,4800.0,660.0,90.0,640.0,1290.0,993.0,400.0,710.0,270.0,390.0,70.0,420.0,1129.0,1367.0,560.0,150.0,1470.0,159.0,360.0,620.0,212.0,550.0,480.0,2130.0,400.0,140.0,1860.0,1500.0,640.0,2220.0,120.0,715.0,180.0,1160.0,6770.0,1160.0,94.0,1340.0,930.0,350.0,700.0,200.0,21.0,291.0,10.0
Enter into record-keeping systems appropriate data needed to create new title records or to update existing ones.,enter into recordkeeping systems appropriate data needed to create new title records or to update existing ones,Enter information into databases or software programs.,Process digital or online data.,Working with Computers,"Title Examiners, Abstractors, and Searchers",title examiners abstractors and searchers,23-2093.00,"Title Examiners, Abstractors, and Searchers",23-2093,23-2093.00,Miscellaneous Legal Support Workers,Legal Support Workers,Legal Occupations,2026-05-31,0.0226142528590069,4.819378728656655,False,2.2981,4.02,73.41,0.1520105778309428,0.1,E2,E1,58650.0,61330.0,75960.0,49580.0,47510.0,67230.0,77600.0,62940.0,65270.0,58650.0,58450.0,48320.0,58650.0,61730.0,49990.0,46150.0,46330.0,54640.0,52860.0,38470.0,48900.0,55460.0,69100.0,49540.0,58250.0,47060.0,48190.0,58650.0,48880.0,71050.0,62090.0,61930.0,57940.0,61380.0,50500.0,59980.0,56680.0,50270.0,76930.0,52220.0,63300.0,46740.0,59300.0,50240.0,60120.0,62210.0,58650.0,54230.0,66440.0,77230.0,48070.0,48710.0,58650.0,44570.0,58650.0,48580.0,656.0,100.0,1210.0,650.0,5653.0,1400.0,90.0,140.0,218.0,4800.0,660.0,90.0,640.0,1290.0,993.0,400.0,710.0,270.0,390.0,70.0,420.0,1129.0,1367.0,560.0,150.0,1470.0,159.0,360.0,620.0,212.0,550.0,480.0,2130.0,400.0,140.0,1860.0,1500.0,640.0,2220.0,120.0,715.0,180.0,1160.0,6770.0,1160.0,94.0,1340.0,930.0,350.0,700.0,200.0,21.0,291.0,10.0
Enter logistics-related data into databases.,enter logisticsrelated data into databases,Maintain data in information systems or databases.,Maintain operational records.,Documenting/Recording Information,Logistics Analysts,logistics analysts,13-1081.02,Logistics Analysts,13-1081,13-1081.02,Logisticians and Project Management Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.91497975708502,False,2.395255384615385,4.0,86.36,0.1655716620488616,0.1,E1,E1,82320.0,98450.0,87280.0,77620.0,78400.0,92890.0,96090.0,85450.0,96090.0,104770.0,76410.0,77570.0,100340.0,73920.0,80100.0,77670.0,78740.0,69520.0,68420.0,75230.0,77780.0,102700.0,100360.0,83200.0,82320.0,75160.0,78350.0,81270.0,65370.0,79600.0,81270.0,92280.0,98430.0,88240.0,80780.0,72800.0,83460.0,86600.0,83180.0,79340.0,76180.0,80330.0,80020.0,71280.0,75480.0,83300.0,83560.0,98920.0,107250.0,71590.0,73180.0,85550.0,65440.0,54380.0,68790.0,82371.0,5109.0,522.0,4725.0,2185.0,32425.0,4420.0,2166.0,512.0,1329.0,14785.0,12383.0,561.0,561.0,13948.0,3890.0,2441.0,1752.0,2549.0,1683.0,561.0,6733.0,5168.0,10109.0,3396.0,1536.0,3386.0,276.0,1477.0,1270.0,679.0,6182.0,837.0,6822.0,7737.0,305.0,8849.0,3770.0,3120.0,9824.0,541.0,5168.0,207.0,4912.0,20701.0,3701.0,256.0,10375.0,5581.0,581.0,5060.0,118.0,128.0,1093.0,39.0
"Enter or retrieve information from structural databases, protein sequence motif databases, mutation databases, genomic databases or gene expression databases.",enter or retrieve information from structural databases protein sequence motif databases mutation databases genomic databases or gene expression databases,"Search files, databases or reference materials to obtain needed information.",Gather information from physical or electronic sources.,Getting Information,Bioinformatics Technicians,bioinformatics technicians,43-9111.01,Bioinformatics Technicians,15-2099,15-2099.01,Miscellaneous Mathematical Science Occupations,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.832077178173049,False,1.443969230769231,3.79,69.05,0.1831718902579103,0.2,E2,E2,81490.0,81490.0,78580.0,81490.0,81490.0,180500.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,81090.0,81490.0,49020.0,81490.0,81490.0,81490.0,81490.0,42850.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,61400.0,81490.0,79460.0,101850.0,81490.0,81490.0,36820.0,81490.0,81490.0,81490.0,81490.0,81490.0,65110.0,93090.0,81490.0,81490.0,59990.0,65840.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,3720.0,50.0,90.0,77.0,31.0,120.0,68.0,40.0,12.0,17.0,30.0,100.0,15.0,20.0,1320.0,76.0,30.0,34.0,48.0,46.0,15.0,50.0,86.0,105.0,70.0,28.0,70.0,12.0,24.0,37.0,16.0,50.0,21.0,70.0,117.0,10.0,132.0,40.0,47.0,144.0,12.0,55.0,11.0,78.0,334.0,41.0,7.0,180.0,320.0,17.0,70.0,7.0,2.0,22.0,1.0
"Enter or retrieve information from structural databases, protein sequence motif databases, mutation databases, genomic databases or gene expression databases.",enter or retrieve information from structural databases protein sequence motif databases mutation databases genomic databases or gene expression databases,Enter information into databases or software programs.,Process digital or online data.,Working with Computers,Bioinformatics Technicians,bioinformatics technicians,43-9111.01,Bioinformatics Technicians,15-2099,15-2099.01,Miscellaneous Mathematical Science Occupations,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.832077178173049,False,1.443969230769231,3.79,69.05,0.1831718902579103,0.2,E2,E2,81490.0,81490.0,78580.0,81490.0,81490.0,180500.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,81090.0,81490.0,49020.0,81490.0,81490.0,81490.0,81490.0,42850.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,61400.0,81490.0,79460.0,101850.0,81490.0,81490.0,36820.0,81490.0,81490.0,81490.0,81490.0,81490.0,65110.0,93090.0,81490.0,81490.0,59990.0,65840.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,3720.0,50.0,90.0,77.0,31.0,120.0,68.0,40.0,12.0,17.0,30.0,100.0,15.0,20.0,1320.0,76.0,30.0,34.0,48.0,46.0,15.0,50.0,86.0,105.0,70.0,28.0,70.0,12.0,24.0,37.0,16.0,50.0,21.0,70.0,117.0,10.0,132.0,40.0,47.0,144.0,12.0,55.0,11.0,78.0,334.0,41.0,7.0,180.0,320.0,17.0,70.0,7.0,2.0,22.0,1.0
Enter prescription information into computer databases.,enter prescription information into computer databases,Enter information into databases or software programs.,Process digital or online data.,Working with Computers,Pharmacy Technicians,pharmacy technicians,29-2052.00,Pharmacy Technicians,29-2052,29-2052.00,Health Practitioner Support Technologists and Technicians,Health Technologists and Technicians,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0113071264295034,4.993356150593919,False,6.738806153846153,4.75,77.33,0.4638040254112295,0.256670590334569,E2,E1,45750.0,39030.0,52640.0,47640.0,38680.0,55110.0,49970.0,47050.0,46430.0,47410.0,43590.0,41910.0,46760.0,46420.0,46650.0,44560.0,44860.0,43310.0,39200.0,44410.0,45400.0,45120.0,46470.0,44340.0,48300.0,39040.0,40100.0,49400.0,46610.0,47980.0,47360.0,39610.0,46630.0,43930.0,44530.0,47560.0,40650.0,40500.0,54900.0,40040.0,44380.0,42120.0,46170.0,41920.0,45900.0,48140.0,47940.0,44610.0,58900.0,38210.0,45970.0,48260.0,36010.0,29520.0,40620.0,471680.0,8510.0,800.0,12970.0,4560.0,39860.0,6010.0,5200.0,1480.0,1130.0,38460.0,14680.0,1540.0,2950.0,21340.0,10790.0,4630.0,4270.0,8870.0,6700.0,2070.0,7990.0,10150.0,14240.0,7340.0,4040.0,12610.0,1340.0,2660.0,4070.0,1970.0,14020.0,2550.0,24400.0,17260.0,890.0,17820.0,5500.0,4320.0,18880.0,1540.0,8070.0,1230.0,11870.0,41740.0,5030.0,760.0,10720.0,8150.0,3560.0,9540.0,600.0,140.0,5820.0,40.0
Enter prescription information into computer databases.,enter prescription information into computer databases,Enter codes or other information into computers.,Process digital or online data.,Working with Computers,Pharmacy Technicians,pharmacy technicians,29-2052.00,Pharmacy Technicians,29-2052,29-2052.00,Health Practitioner Support Technologists and Technicians,Health Technologists and Technicians,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0113071264295034,4.993356150593919,False,6.738806153846153,4.75,77.33,0.4638040254112295,0.256670590334569,E2,E1,45750.0,39030.0,52640.0,47640.0,38680.0,55110.0,49970.0,47050.0,46430.0,47410.0,43590.0,41910.0,46760.0,46420.0,46650.0,44560.0,44860.0,43310.0,39200.0,44410.0,45400.0,45120.0,46470.0,44340.0,48300.0,39040.0,40100.0,49400.0,46610.0,47980.0,47360.0,39610.0,46630.0,43930.0,44530.0,47560.0,40650.0,40500.0,54900.0,40040.0,44380.0,42120.0,46170.0,41920.0,45900.0,48140.0,47940.0,44610.0,58900.0,38210.0,45970.0,48260.0,36010.0,29520.0,40620.0,471680.0,8510.0,800.0,12970.0,4560.0,39860.0,6010.0,5200.0,1480.0,1130.0,38460.0,14680.0,1540.0,2950.0,21340.0,10790.0,4630.0,4270.0,8870.0,6700.0,2070.0,7990.0,10150.0,14240.0,7340.0,4040.0,12610.0,1340.0,2660.0,4070.0,1970.0,14020.0,2550.0,24400.0,17260.0,890.0,17820.0,5500.0,4320.0,18880.0,1540.0,8070.0,1230.0,11870.0,41740.0,5030.0,760.0,10720.0,8150.0,3560.0,9540.0,600.0,140.0,5820.0,40.0
Enter shipping information into a computer by hand or by a hand-held scanner that reads bar codes on goods.,enter shipping information into a computer by hand or by a handheld scanner that reads bar codes on goods,Enter information into databases or software programs.,Process digital or online data.,Working with Computers,Cargo and Freight Agents,cargo and freight agents,43-5011.00,Cargo and Freight Agents,43-5011,43-5011.00,Cargo and Freight Agents,"Material Recording, Scheduling, Dispatching, and Distributing Workers",Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.720827917208279,True,1.4069107692307692,3.04,70.44,0.0919991630923736,0.1,E2,E1,52260.0,54890.0,52070.0,49880.0,50500.0,57690.0,51390.0,52260.0,52260.0,76250.0,48520.0,51380.0,42400.0,45710.0,59750.0,50020.0,48370.0,42500.0,46230.0,48940.0,50340.0,48730.0,58680.0,47940.0,58650.0,49920.0,50840.0,59240.0,62500.0,47000.0,67660.0,60210.0,48910.0,60040.0,48000.0,54230.0,49530.0,49940.0,49420.0,49590.0,60310.0,57000.0,64340.0,51800.0,48470.0,52770.0,47560.0,49680.0,60760.0,49100.0,57290.0,52260.0,38360.0,28600.0,29400.0,30281.0,632.0,360.0,1141.0,252.0,10578.0,527.0,347.0,94.0,37.0,5029.0,2251.0,1091.0,186.0,3789.0,744.0,409.0,552.0,1594.0,521.0,118.0,459.0,508.0,1333.0,856.0,161.0,874.0,229.0,242.0,304.0,50.0,2654.0,68.0,3572.0,1563.0,236.0,1761.0,186.0,800.0,1742.0,87.0,955.0,124.0,2102.0,4719.0,366.0,50.0,794.0,1494.0,81.0,794.0,99.0,37.0,186.0,6.0
"Enter, store, and retrieve information on computer-aided equipment.",enter store and retrieve information on computeraided equipment,"Enter commands, instructions, or specifications into equipment.",Program computer systems or production equipment.,Working with Computers,Prepress Technicians and Workers,prepress technicians and workers,51-5111.00,Prepress Technicians and Workers,51-5111,51-5111.00,Printing Workers,Printing Workers,Production Occupations,2026-05-31,0.0113071264295034,4.860060752068714,False,4.821332307692307,4.44,94.41,0.3971333272567731,0.1,E2,E1,48690.0,35020.0,48690.0,38830.0,52800.0,53860.0,51730.0,48780.0,48690.0,100980.0,45660.0,50280.0,48690.0,47220.0,49450.0,49050.0,47770.0,45290.0,45830.0,38060.0,47350.0,60770.0,57250.0,46960.0,49130.0,48690.0,45860.0,51910.0,40930.0,55680.0,48580.0,56840.0,39830.0,52420.0,49760.0,48690.0,47810.0,45730.0,54360.0,49100.0,45930.0,45900.0,46370.0,47790.0,38410.0,44230.0,55880.0,49100.0,53770.0,35320.0,48410.0,48690.0,48690.0,33030.0,48690.0,23840.0,130.0,50.0,210.0,160.0,2020.0,150.0,430.0,74.0,180.0,840.0,320.0,96.0,50.0,680.0,670.0,210.0,520.0,1130.0,90.0,50.0,480.0,460.0,540.0,2880.0,177.0,510.0,40.0,400.0,130.0,120.0,880.0,30.0,1110.0,600.0,65.0,1070.0,80.0,230.0,910.0,76.0,200.0,50.0,640.0,2320.0,210.0,40.0,330.0,380.0,50.0,1160.0,43.0,10.0,120.0,5.0
"Enter text into computer keyboard and select the size and style of type, column width, and appropriate spacing for printed materials.",enter text into computer keyboard and select the size and style of type column width and appropriate spacing for printed materials,Enter information into databases or software programs.,Process digital or online data.,Working with Computers,Desktop Publishers,desktop publishers,43-9031.00,Desktop Publishers,43-9031,43-9031.00,Desktop Publishers,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.818769894239656,False,3.724663076923077,4.38,83.54,0.2701300875837198,0.1,E2,E1,55290.0,55290.0,55290.0,52000.0,55290.0,71930.0,77750.0,55290.0,55290.0,55290.0,52720.0,39460.0,55290.0,55290.0,61350.0,49070.0,55290.0,55290.0,45760.0,47130.0,47100.0,69820.0,61170.0,45300.0,54930.0,55290.0,55290.0,55290.0,36280.0,55290.0,48300.0,63020.0,55290.0,56660.0,43700.0,55290.0,53380.0,46040.0,50650.0,55290.0,55290.0,62320.0,55290.0,44440.0,57760.0,55290.0,53550.0,55290.0,55290.0,55290.0,46010.0,55290.0,55290.0,55290.0,55290.0,3350.0,45.0,90.0,30.0,28.0,320.0,62.0,36.0,10.0,15.0,150.0,230.0,13.0,18.0,150.0,130.0,33.0,31.0,40.0,40.0,30.0,140.0,80.0,40.0,90.0,25.0,63.0,11.0,40.0,33.0,30.0,100.0,19.0,350.0,80.0,9.0,60.0,40.0,90.0,140.0,11.0,40.0,10.0,40.0,270.0,37.0,50.0,50.0,76.0,15.0,40.0,6.0,1.0,20.0,1.0
"Enter text into computer keyboard and select the size and style of type, column width, and appropriate spacing for printed materials.",enter text into computer keyboard and select the size and style of type column width and appropriate spacing for printed materials,"Format digital documents, data, or images.",Process digital or online data.,Working with Computers,Desktop Publishers,desktop publishers,43-9031.00,Desktop Publishers,43-9031,43-9031.00,Desktop Publishers,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.818769894239656,False,3.724663076923077,4.38,83.54,0.2701300875837198,0.1,E2,E1,55290.0,55290.0,55290.0,52000.0,55290.0,71930.0,77750.0,55290.0,55290.0,55290.0,52720.0,39460.0,55290.0,55290.0,61350.0,49070.0,55290.0,55290.0,45760.0,47130.0,47100.0,69820.0,61170.0,45300.0,54930.0,55290.0,55290.0,55290.0,36280.0,55290.0,48300.0,63020.0,55290.0,56660.0,43700.0,55290.0,53380.0,46040.0,50650.0,55290.0,55290.0,62320.0,55290.0,44440.0,57760.0,55290.0,53550.0,55290.0,55290.0,55290.0,46010.0,55290.0,55290.0,55290.0,55290.0,3350.0,45.0,90.0,30.0,28.0,320.0,62.0,36.0,10.0,15.0,150.0,230.0,13.0,18.0,150.0,130.0,33.0,31.0,40.0,40.0,30.0,140.0,80.0,40.0,90.0,25.0,63.0,11.0,40.0,33.0,30.0,100.0,19.0,350.0,80.0,9.0,60.0,40.0,90.0,140.0,11.0,40.0,10.0,40.0,270.0,37.0,50.0,50.0,76.0,15.0,40.0,6.0,1.0,20.0,1.0
"Establish and maintain effective working relationships with clients, government officials, and media representatives and use these relationships to develop new business opportunities.",establish and maintain effective working relationships with clients government officials and media representatives and use these relationships to develop new business opportunities,Establish interpersonal business relationships to facilitate work activities.,Develop professional relationships or networks.,Establishing and Maintaining Interpersonal Relationships,Public Relations and Fundraising Managers,public relations and fundraising managers,11-2031.00,Public Relations Managers,11-2032,11-2032.00,Public Relations and Fundraising Managers,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",Management Occupations,2026-05-31,0.0030529241359659,4.933347111708174,False,0.3239990144230769,3.779375,79.266875,0.2991327811076815,1.0010023097390592,E2,E0,142145.55555555556,94985.55555555556,116957.77777777778,114860.0,96823.33333333331,160844.44444444444,155567.77777777778,147172.22222222222,148285.55555555556,185182.22222222225,120814.44444444444,129733.33333333331,102543.33333333331,95900.0,126278.88888888888,114500.0,115834.44444444444,127860.0,115086.66666666669,100551.11111111112,155724.44444444444,145240.0,167295.55555555556,116891.11111111112,136346.66666666666,93928.88888888888,113912.22222222222,109357.90123456792,102837.77777777778,112416.66666666669,138086.66666666666,167317.77777777778,112242.22222222222,178353.33333333334,130855.55555555556,115807.77777777778,114847.77777777778,101823.33333333331,125118.88888888888,116545.55555555556,156055.55555555556,104546.66666666669,142145.55555555556,123027.77777777778,119970.0,124341.11111111112,139262.0987654321,169093.33333333334,154455.55555555556,80606.66666666667,116004.44444444444,142145.55555555556,142145.55555555556,87813.45679012345,142145.55555555556,66841.11111111111,466.6666666666666,320.0,1027.7777777777778,297.77777777777777,8517.777777777777,1087.6666666666667,892.2222222222222,158.88888888888889,5941.111111111111,2618.8888888888887,1348.888888888889,356.6666666666667,300.22222222222223,2790.0,564.4444444444445,572.2222222222222,268.8888888888889,443.3333333333333,260.0,262.0,1370.0,2190.0,1533.3333333333333,1107.7777777777776,147.77777777777777,869.7777777777778,177.77777777777777,345.55555555555554,383.33333333333337,316.66666666666663,2048.888888888889,210.0,6903.333333333333,1403.3333333333333,107.7777777777778,1451.111111111111,430.0,1354.4444444444443,2152.222222222222,212.2222222222222,554.4444444444445,195.0,611.1111111111111,6938.888888888889,480.0,257.77777777777777,2225.555555555556,1485.5555555555557,76.66666666666667,874.4444444444445,120.0,28.0,260.22222222222223,14.0
"Establish and maintain inventory, records, or documentation systems.",establish and maintain inventory records or documentation systems,Develop technical methods or processes.,Develop operational or technical procedures or standards.,Developing Objectives and Strategies,Electro-Mechanical Technicians,electromechanical technicians,17-3024.00,Electro-Mechanical and Mechatronics Technologists and Technicians,17-3024,17-3024.00,"Engineering Technologists and Technicians, Except Drafters","Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.922306557031416,False,0.4798065384615384,3.54,73.57,0.0322487182333484,0.1,E2,E2,73900.0,66660.0,80290.0,80930.0,73900.0,81550.0,74730.0,81860.0,73900.0,73900.0,75450.0,68720.0,73900.0,70830.0,79400.0,47440.0,73010.0,73900.0,65270.0,75410.0,82510.0,75330.0,73630.0,62460.0,61670.0,71420.0,65360.0,77340.0,72800.0,82010.0,75780.0,60040.0,119320.0,68010.0,63330.0,82820.0,73050.0,65100.0,67140.0,74710.0,73900.0,67610.0,73900.0,64720.0,54460.0,73900.0,73900.0,74880.0,81220.0,73900.0,76290.0,73900.0,73900.0,73900.0,73900.0,15520.0,70.0,40.0,120.0,129.0,1850.0,570.0,140.0,48.0,70.0,500.0,170.0,62.0,120.0,250.0,290.0,180.0,143.0,70.0,120.0,64.0,90.0,920.0,850.0,400.0,70.0,230.0,70.0,130.0,220.0,80.0,200.0,670.0,410.0,800.0,90.0,350.0,140.0,160.0,650.0,50.0,270.0,45.0,190.0,1800.0,172.0,30.0,570.0,570.0,70.0,580.0,28.0,7.0,93.0,3.0
"Establish and maintain inventory, records, or documentation systems.",establish and maintain inventory records or documentation systems,Maintain operational records or records systems.,Maintain operational records.,Documenting/Recording Information,Electro-Mechanical Technicians,electromechanical technicians,17-3024.00,Electro-Mechanical and Mechatronics Technologists and Technicians,17-3024,17-3024.00,"Engineering Technologists and Technicians, Except Drafters","Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.922306557031416,False,0.4798065384615384,3.54,73.57,0.0322487182333484,0.1,E2,E2,73900.0,66660.0,80290.0,80930.0,73900.0,81550.0,74730.0,81860.0,73900.0,73900.0,75450.0,68720.0,73900.0,70830.0,79400.0,47440.0,73010.0,73900.0,65270.0,75410.0,82510.0,75330.0,73630.0,62460.0,61670.0,71420.0,65360.0,77340.0,72800.0,82010.0,75780.0,60040.0,119320.0,68010.0,63330.0,82820.0,73050.0,65100.0,67140.0,74710.0,73900.0,67610.0,73900.0,64720.0,54460.0,73900.0,73900.0,74880.0,81220.0,73900.0,76290.0,73900.0,73900.0,73900.0,73900.0,15520.0,70.0,40.0,120.0,129.0,1850.0,570.0,140.0,48.0,70.0,500.0,170.0,62.0,120.0,250.0,290.0,180.0,143.0,70.0,120.0,64.0,90.0,920.0,850.0,400.0,70.0,230.0,70.0,130.0,220.0,80.0,200.0,670.0,410.0,800.0,90.0,350.0,140.0,160.0,650.0,50.0,270.0,45.0,190.0,1800.0,172.0,30.0,570.0,570.0,70.0,580.0,28.0,7.0,93.0,3.0
Establish and maintain relationships with individual or business customers or provide assistance with problems these customers may encounter.,establish and maintain relationships with individual or business customers or provide assistance with problems these customers may encounter,Establish interpersonal business relationships to facilitate work activities.,Develop professional relationships or networks.,Establishing and Maintaining Interpersonal Relationships,Financial Managers,financial managers,11-3031.00,Financial Managers,11-3031,11-3031.00,Financial Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0452285057180138,4.672795571372084,False,2.78872,4.3,83.85,0.3958521037343047,0.2,E2,E2,166570.0,140500.0,127030.0,139830.0,116570.0,180770.0,182690.0,174830.0,181580.0,188880.0,153280.0,166790.0,134210.0,127210.0,165880.0,135840.0,133320.0,159380.0,130650.0,126800.0,133610.0,158750.0,206760.0,139370.0,163410.0,111390.0,143460.0,131060.0,140360.0,132490.0,144730.0,199110.0,133700.0,219880.0,166780.0,135890.0,140870.0,132460.0,156460.0,145610.0,166940.0,136160.0,159700.0,141010.0,164860.0,150450.0,128690.0,185220.0,174840.0,113140.0,139720.0,124910.0,80390.0,90660.0,94990.0,19400.0,7200.0,140.0,1030.0,492.0,6452.0,736.0,1386.0,194.0,617.0,3382.0,1479.0,262.0,216.0,3645.0,868.0,631.0,359.0,458.0,489.0,216.0,1367.0,1808.0,1555.0,1153.0,240.0,922.0,104.0,389.0,559.0,299.0,32510.0,175.0,5588.0,1553.0,148.0,1892.0,461.0,526.0,2225.0,178.0,624.0,69.0,1219.0,4969.0,613.0,124.0,1442.0,894.0,180.0,1074.0,50.0,26.0,263.0,12.0
Establish and maintain relationships with individuals who are credible sources of information.,establish and maintain relationships with individuals who are credible sources of information,Develop professional relationships or networks.,Develop professional relationships or networks.,Establishing and Maintaining Interpersonal Relationships,Broadcast News Analysts,broadcast news analysts,27-3021.00,"News Analysts, Reporters, and Journalists",27-3023,27-3023.00,"News Analysts, Reporters and Journalists",Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.890915636625466,False,1.5729707692307693,4.38,100.0,0.1195652039170507,0.1,E0,E2,62200.0,43440.0,43820.0,43100.0,37450.0,62200.0,60770.0,61620.0,55600.0,105390.0,58730.0,81910.0,56730.0,51190.0,60590.0,47610.0,43540.0,45870.0,47530.0,50750.0,50090.0,63680.0,62200.0,62760.0,46490.0,45240.0,46920.0,47960.0,40420.0,78550.0,48450.0,59830.0,54610.0,100770.0,58670.0,43420.0,47880.0,48210.0,49200.0,62200.0,74570.0,47940.0,43520.0,62390.0,48470.0,61880.0,46970.0,62140.0,54760.0,35280.0,57530.0,36040.0,62200.0,44870.0,62200.0,39250.0,530.0,90.0,450.0,260.0,4140.0,590.0,470.0,70.0,1720.0,2490.0,1520.0,120.0,220.0,1060.0,530.0,590.0,400.0,370.0,410.0,250.00000000000003,580.0,810.0,960.0,510.0,310.0,480.0,290.0,350.0,370.0,90.0,500.00000000000006,170.0,5750.0,930.0,160.0,1340.0,400.0,410.0,1160.0,150.0,480.0,190.0,600.0,2670.0,240.0,90.0,1110.0,880.0,190.0,740.0,80.0,17.0,220.0,8.0
"Establish and prepare product construction directions and locations and information on required tools, materials, equipment, numbers of workers needed, and cost projections.",establish and prepare product construction directions and locations and information on required tools materials equipment numbers of workers needed and cost projections,Prepare informational or reference materials.,Prepare informational or instructional materials.,Documenting/Recording Information,"Production, Planning, and Expediting Clerks",production planning and expediting clerks,43-5061.00,"Production, Planning, and Expediting Clerks",43-5061,43-5061.00,"Production, Planning, and Expediting Clerks","Material Recording, Scheduling, Dispatching, and Distributing Workers",Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.7142,False,0.6272903846153847,3.35,39.79,1.226199376749475,3.343980440174639,E1,E2,59650.0,57240.0,62590.0,58580.0,50350.0,63000.0,63980.0,63240.0,62700.0,72660.0,51940.0,56850.0,63780.0,59950.0,57880.0,58980.0,60320.0,57080.0,55690.0,60120.0,60200.0,58590.0,60280.0,61670.0,61490.0,51080.0,54170.0,50800.0,55710.0,55790.0,61590.0,62710.0,49640.0,60920.0,52640.0,58330.0,57830.0,56300.0,60790.0,59240.0,65310.0,57640.0,50530.0,53020.0,55850.0,61650.0,60560.0,61780.0,77190.0,56290.0,58540.0,69710.0,53070.0,37570.0,59650.0,390160.0,2680.0,380.0,9780.0,2390.0,56080.0,7800.0,4090.0,450.0,430.0,20850.0,16370.0,1040.0,1070.0,11900.0,9100.0,3540.0,4320.0,6480.0,1970.0,1240.0,4670.0,5650.0,7560.0,7330.0,2030.0,6310.0,830.0,1690.0,2190.0,1600.0,9410.0,1040.0,35160.0,13000.0,450.0,17700.0,5820.0,2790.0,8790.0,960.0,7020.0,690.0,12740.0,33080.0,4550.0,430.0,8490.0,8851.0,750.0,9140.0,110.0,190.0,1780.0,80.0
Establish new computer accounts.,establish new computer accounts,Enter information into databases or software programs.,Process digital or online data.,Working with Computers,Gaming Cage Workers,gaming cage workers,43-3041.00,Gambling Cage Workers,43-3041,43-3041.00,Gambling Cage Workers,Financial Clerks,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.6812349639133926,False,4.276286153846154,4.42,57.25,0.2586177825676951,0.1,E2,E1,37580.0,37580.0,37580.0,40780.0,37580.0,37650.0,34850.0,37580.0,36500.0,37580.0,42900.0,37580.0,37580.0,37580.0,39900.0,37650.0,37230.0,36360.0,34860.0,33220.0,37580.0,47930.0,37580.0,38710.0,36810.0,30890.0,36560.0,37580.0,31640.0,38570.0,36820.0,41430.0,31520.0,48340.0,37580.0,36430.0,37580.0,30590.0,38040.0,38980.0,37580.0,37580.0,33300.0,37580.0,27480.0,37580.0,37580.0,37580.0,41720.0,30490.0,36430.0,37580.0,37580.0,22550.0,37580.0,14430.0,195.0,30.0,930.0,120.0,2020.0,130.0,156.0,50.0,65.0,540.0,451.0,58.0,79.0,500.0,280.0,210.0,150.0,110.0,120.0,59.0,280.0,335.0,250.0,420.0,450.0,220.0,47.0,90.0,2050.0,40.0,360.0,370.0,290.0,456.0,90.0,380.0,1540.0,220.0,310.0,46.0,212.0,160.0,302.0,130.0,160.0,28.0,379.0,620.0,80.0,350.0,26.0,6.0,240.0,3.0
Establish objectives and evaluative or operational criteria for units managed.,establish objectives and evaluative or operational criteria for units managed,Develop organizational goals or objectives.,Develop organizational or program goals or objectives.,Thinking Creatively,Medical and Health Services Managers,medical and health services managers,11-9111.00,Medical and Health Services Managers,11-9111,11-9111.00,Medical and Health Services Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.227158687016517,False,0.6123803846153847,3.96,96.43,0.1895533354322802,0.4,E1,E2,123860.0,97790.0,132240.0,128850.0,94340.0,141480.0,134910.0,130790.0,134820.0,155140.0,120360.0,131910.0,147630.0,117770.0,117850.0,104140.0,101940.0,111030.0,103450.0,104550.0,120320.0,131810.0,134360.0,107570.0,122700.0,98160.0,104370.0,105840.0,107700.0,119990.0,130410.0,145650.0,124300.0,164120.0,114410.0,105170.0,106140.0,101270.0,141690.0,103670.0,119260.0,105620.0,122050.0,107120.0,114150.0,114980.0,128690.0,129270.0,145290.0,112010.0,128320.0,108030.0,100420.0,82580.0,96950.0,597080.0,10360.0,1640.0,11840.0,6440.0,75090.0,8400.0,8020.0,1560.0,2010.0,42700.0,11130.0,2650.0,3920.0,22460.0,12340.0,6200.0,5120.0,8600.0,7470.0,2450.0,17030.0,17600.0,16060.0,11350.0,4280.0,10800.0,1870.0,3770.0,5360.0,2460.0,16900.0,3150.0,33200.0,14820.0,1220.0,24390.0,6030.0,5550.0,30480.0,3370.0,9350.0,1140.0,14160.0,58420.0,4860.0,860.0,10210.0,7490.0,2080.0,7230.0,1180.0,140.0,1180.0,80.0
Establish objectives and evaluative or operational criteria for units managed.,establish objectives and evaluative or operational criteria for units managed,Develop procedures to evaluate organizational activities.,Develop operational or technical procedures or standards.,Developing Objectives and Strategies,Medical and Health Services Managers,medical and health services managers,11-9111.00,Medical and Health Services Managers,11-9111,11-9111.00,Medical and Health Services Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.227158687016517,False,0.6123803846153847,3.96,96.43,0.1895533354322802,0.4,E1,E2,123860.0,97790.0,132240.0,128850.0,94340.0,141480.0,134910.0,130790.0,134820.0,155140.0,120360.0,131910.0,147630.0,117770.0,117850.0,104140.0,101940.0,111030.0,103450.0,104550.0,120320.0,131810.0,134360.0,107570.0,122700.0,98160.0,104370.0,105840.0,107700.0,119990.0,130410.0,145650.0,124300.0,164120.0,114410.0,105170.0,106140.0,101270.0,141690.0,103670.0,119260.0,105620.0,122050.0,107120.0,114150.0,114980.0,128690.0,129270.0,145290.0,112010.0,128320.0,108030.0,100420.0,82580.0,96950.0,597080.0,10360.0,1640.0,11840.0,6440.0,75090.0,8400.0,8020.0,1560.0,2010.0,42700.0,11130.0,2650.0,3920.0,22460.0,12340.0,6200.0,5120.0,8600.0,7470.0,2450.0,17030.0,17600.0,16060.0,11350.0,4280.0,10800.0,1870.0,3770.0,5360.0,2460.0,16900.0,3150.0,33200.0,14820.0,1220.0,24390.0,6030.0,5550.0,30480.0,3370.0,9350.0,1140.0,14160.0,58420.0,4860.0,860.0,10210.0,7490.0,2080.0,7230.0,1180.0,140.0,1180.0,80.0
"Establish or implement departmental policies, goals, objectives, or procedures in conjunction with board members, organization officials, or staff members.",establish or implement departmental policies goals objectives or procedures in conjunction with board members organization officials or staff members,Implement organizational process or policy changes.,Implement procedures or processes.,Making Decisions and Solving Problems,General and Operations Managers,general and operations managers,11-1021.00,General and Operations Managers,11-1021,11-1021.00,General and Operations Managers,Top Executives,Management Occupations,2026-05-31,0.0030529241359659,4.5357024244437065,False,0.5022092307692307,3.74,88.62,2.4394997966867864,7.0,E1,E2,105770.0,111790.0,116630.0,94800.0,74050.0,124390.0,131840.0,137220.0,137220.0,168000.0,101580.0,103730.0,108180.0,80390.0,103570.0,108170.0,87690.0,92840.0,79370.0,101790.0,98860.0,117930.0,127220.0,99530.0,99340.0,106680.0,79300.0,91380.0,85090.0,99390.0,124680.0,173690.0,98630.0,130860.0,101950.0,98170.0,97700.0,90430.0,103490.0,103130.0,117380.0,106080.0,137400.0,106970.0,103230.0,97850.0,98640.0,122080.0,133750.0,82500.0,118730.0,99700.0,67690.0,73570.0,82850.0,3503020.0,30170.0,6020.0,110480.0,34570.0,300840.0,41870.0,39070.0,5000.0,36150.0,236290.0,111060.0,13380.0,24880.0,171300.0,47180.0,30760.0,24660.0,52100.0,43220.0,14770.0,96740.0,95880.0,85860.0,72860.0,10630.0,109020.0,11840.0,24030.0,38920.0,22110.0,53000.0,16330.0,206740.0,63740.0,11150.0,153160.0,43890.0,36190.0,172010.0,9150.0,32230.0,4280.0,63720.0,431310.0,42580.0,8000.0,103590.0,50630.0,15300.0,36910.0,7470.0,1580.0,7190.0,1040.0
"Establish or implement departmental policies, goals, objectives, or procedures in conjunction with board members, organization officials, or staff members.",establish or implement departmental policies goals objectives or procedures in conjunction with board members organization officials or staff members,Develop organizational goals or objectives.,Develop organizational or program goals or objectives.,Thinking Creatively,General and Operations Managers,general and operations managers,11-1021.00,General and Operations Managers,11-1021,11-1021.00,General and Operations Managers,Top Executives,Management Occupations,2026-05-31,0.0030529241359659,4.5357024244437065,False,0.5022092307692307,3.74,88.62,2.4394997966867864,7.0,E1,E2,105770.0,111790.0,116630.0,94800.0,74050.0,124390.0,131840.0,137220.0,137220.0,168000.0,101580.0,103730.0,108180.0,80390.0,103570.0,108170.0,87690.0,92840.0,79370.0,101790.0,98860.0,117930.0,127220.0,99530.0,99340.0,106680.0,79300.0,91380.0,85090.0,99390.0,124680.0,173690.0,98630.0,130860.0,101950.0,98170.0,97700.0,90430.0,103490.0,103130.0,117380.0,106080.0,137400.0,106970.0,103230.0,97850.0,98640.0,122080.0,133750.0,82500.0,118730.0,99700.0,67690.0,73570.0,82850.0,3503020.0,30170.0,6020.0,110480.0,34570.0,300840.0,41870.0,39070.0,5000.0,36150.0,236290.0,111060.0,13380.0,24880.0,171300.0,47180.0,30760.0,24660.0,52100.0,43220.0,14770.0,96740.0,95880.0,85860.0,72860.0,10630.0,109020.0,11840.0,24030.0,38920.0,22110.0,53000.0,16330.0,206740.0,63740.0,11150.0,153160.0,43890.0,36190.0,172010.0,9150.0,32230.0,4280.0,63720.0,431310.0,42580.0,8000.0,103590.0,50630.0,15300.0,36910.0,7470.0,1580.0,7190.0,1040.0
"Establish or implement departmental policies, goals, objectives, or procedures in conjunction with board members, organization officials, or staff members.",establish or implement departmental policies goals objectives or procedures in conjunction with board members organization officials or staff members,Develop organizational policies or programs.,"Develop organizational policies, systems, or processes.",Developing Objectives and Strategies,General and Operations Managers,general and operations managers,11-1021.00,General and Operations Managers,11-1021,11-1021.00,General and Operations Managers,Top Executives,Management Occupations,2026-05-31,0.0030529241359659,4.5357024244437065,False,0.5022092307692307,3.74,88.62,2.4394997966867864,7.0,E1,E2,105770.0,111790.0,116630.0,94800.0,74050.0,124390.0,131840.0,137220.0,137220.0,168000.0,101580.0,103730.0,108180.0,80390.0,103570.0,108170.0,87690.0,92840.0,79370.0,101790.0,98860.0,117930.0,127220.0,99530.0,99340.0,106680.0,79300.0,91380.0,85090.0,99390.0,124680.0,173690.0,98630.0,130860.0,101950.0,98170.0,97700.0,90430.0,103490.0,103130.0,117380.0,106080.0,137400.0,106970.0,103230.0,97850.0,98640.0,122080.0,133750.0,82500.0,118730.0,99700.0,67690.0,73570.0,82850.0,3503020.0,30170.0,6020.0,110480.0,34570.0,300840.0,41870.0,39070.0,5000.0,36150.0,236290.0,111060.0,13380.0,24880.0,171300.0,47180.0,30760.0,24660.0,52100.0,43220.0,14770.0,96740.0,95880.0,85860.0,72860.0,10630.0,109020.0,11840.0,24030.0,38920.0,22110.0,53000.0,16330.0,206740.0,63740.0,11150.0,153160.0,43890.0,36190.0,172010.0,9150.0,32230.0,4280.0,63720.0,431310.0,42580.0,8000.0,103590.0,50630.0,15300.0,36910.0,7470.0,1580.0,7190.0,1040.0
Establish pace of programs and sequences of scenes according to time requirements and cast and set accessibility.,establish pace of programs and sequences of scenes according to time requirements and cast and set accessibility,Determine technical requirements of productions or projects.,Determine operational methods or procedures.,Making Decisions and Solving Problems,Producers and Directors,producers and directors,27-2012.00,Producers and Directors,27-2012,27-2012.00,"Actors, Producers, and Directors","Entertainers and Performers, Sports and Related Workers","Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.628835898983801,False,1.751633846153846,3.85,85.77,0.118529503633021,0.1,E2,E2,90360.0,63340.0,54060.0,67320.0,38820.0,129790.0,78060.0,88260.0,72650.0,104270.0,79920.0,79950.0,66190.0,61150.0,81080.0,59870.0,58550.0,60600.0,54550.0,62920.0,71320.0,79350.0,80970.0,65720.0,76360.0,48100.0,66460.0,52580.0,52580.0,78480.0,61560.0,119840.0,90360.0,107550.0,63700.0,57870.0,69350.0,61600.0,87460.0,75460.0,84250.0,56030.0,60260.0,73020.0,71710.0,76350.0,55660.0,65900.0,81550.0,46660.0,66390.0,60420.0,90360.0,48820.0,90360.0,47706.66666666666,639.0,98.0,1057.0,430.0,20964.0,1205.0,1352.0,92.0,1623.0,4400.0,3079.0,313.0,234.0,1948.0,910.0,443.0,258.0,584.0,541.0,246.0,989.0,2114.0,1420.0,854.0,240.0,1002.0,240.0,289.0,1002.0,184.0,1825.0,320.0,17202.0,2151.0,104.0,989.0,473.0,1008.0,2581.0,344.0,731.0,104.0,1795.0,4062.0,1026.0,178.0,1733.0,1395.0,141.0,983.0,80.0,12.0,160.0,6.0
Establish production or quality control standards.,establish production or quality control standards,Determine operational criteria or specifications.,Develop technical specifications for products or operations.,Thinking Creatively,Automotive Engineers,automotive engineers,17-2141.02,Automotive Engineers,17-2141,17-2141.02,Mechanical Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.655340793489319,False,0.3938461538461538,3.75,95.24,0.091950869694957,0.3,E1,E2,104110.0,100230.0,124340.0,100270.0,80180.0,130900.0,124430.0,105090.0,125130.0,133300.0,99980.0,100620.0,98740.0,93190.0,102680.0,99590.0,97700.0,86260.0,101050.0,119540.0,102430.0,122870.0,119300.0,104890.0,99140.0,98000.0,99330.0,94190.0,88060.0,102680.0,103660.0,112300.0,157710.0,102440.0,100720.0,86330.0,99100.0,101850.0,103470.0,97920.0,116230.0,104580.0,88380.0,99550.0,112410.0,102500.0,107330.0,104180.0,110430.0,97390.0,95870.0,117750.0,61510.0,72240.0,104110.0,174140.0,2352.0,446.0,5926.0,1655.0,35824.0,8437.0,5398.0,716.0,510.0,12602.0,6207.0,622.0,1256.0,13834.0,10197.0,4072.0,5433.0,4893.0,2218.0,1044.0,7686.0,7680.0,40635.0,6911.0,1842.0,5715.0,587.0,1115.0,1655.0,3239.0,4905.0,3180.0,10080.0,11218.0,927.0,16885.0,2664.0,3426.0,15900.0,1831.0,6782.0,657.0,4611.0,25909.0,3954.0,622.0,8765.0,9669.0,892.0,8765.0,270.0,164.0,575.0,30.0
Establish system operating or training requirements to ensure optimized human-machine interfaces.,establish system operating or training requirements to ensure optimized humanmachine interfaces,Determine operational criteria or specifications.,Develop technical specifications for products or operations.,Thinking Creatively,Human Factors Engineers and Ergonomists,human factors engineers and ergonomists,17-2112.01,Human Factors Engineers and Ergonomists,17-2112,17-2112.01,"Industrial Engineers, Including Health and Safety",Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.294123875066172,False,0.2415542307692307,4.2,75.0,0.2273834117633349,1.298461545114466,E1,E2,102440.0,99880.0,156510.0,108280.0,98410.0,124600.0,109750.0,104160.0,120190.0,103300.0,101610.0,100100.0,123800.0,100840.0,100540.0,97480.0,97690.0,99830.0,96820.0,122920.0,101030.0,119930.0,109420.0,101680.0,102660.0,95830.0,99290.0,104430.0,98170.0,102090.0,101310.0,103840.0,128090.0,102640.0,99310.0,96940.0,100060.0,97510.0,128290.0,99560.0,109350.0,101060.0,93200.0,99080.0,104560.0,103940.0,103010.0,102550.0,129050.0,108360.0,96980.0,122070.0,102440.0,81820.0,102440.0,168005.0,14056.0,404.0,13817.0,3142.0,60047.0,9555.0,11061.0,1507.0,294.0,25816.0,16427.0,92.0,2444.0,34250.0,21461.0,6615.0,6339.0,11153.0,3142.0,1893.0,7166.0,21075.0,56942.0,32302.0,4502.0,9316.0,717.0,2131.0,2885.0,3565.0,12623.0,2095.0,21700.0,21277.0,1102.0,43143.0,3987.0,10675.0,24217.0,1819.0,14626.0,1525.0,13670.0,56924.0,10143.0,808.0,10253.0,11263.0,1562.0,24015.0,441.0,72.0,5053.0,35.0
Establish tables of accounts and assign entries to proper accounts.,establish tables of accounts and assign entries to proper accounts,Prepare financial documents.,"Prepare financial documents, reports, or budgets.",Documenting/Recording Information,Accountants and Auditors,accountants and auditors,13-2011.00,Accountants and Auditors,13-2011,13-2011.00,Accountants and Auditors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.853600000000001,False,0.4479946153846154,4.14,71.41,0.0732626285961523,0.3,E1,E1,83680.0,74880.0,83460.0,79970.0,66330.0,97050.0,97030.0,97550.0,95020.0,111530.0,79250.0,81900.0,74500.0,74730.0,80230.0,77720.0,77440.0,79000.0,75270.0,73810.0,77480.0,89370.0,99460.0,78820.0,81600.0,68100.0,76590.0,75810.0,72080.0,81600.0,83470.0,100830.0,78580.0,102640.0,82050.0,75730.0,79320.0,79370.0,85800.0,79000.0,95820.0,76560.0,78880.0,76840.0,80920.0,79990.0,78890.0,93290.0,96550.0,73320.0,79400.0,77620.0,50410.0,43530.0,59060.0,1449500.0,24300.0,2190.0,27410.0,7870.0,175360.0,35410.0,16770.0,6570.0,9810.0,91000.0,44020.0,4670.0,5570.0,54930.0,25660.0,13210.0,13610.0,11930.0,14050.0,3860.0,26170.0,46230.0,41460.0,30530.0,7350.0,28000.0,4730.0,10340.0,6930.0,7000.0,42250.0,6300.0,109830.0,49270.0,4430.0,50440.0,16720.0,14920.0,54290.0,6570.0,15270.0,5820.0,27340.0,116470.0,15490.0,2630.0,47100.0,34740.0,4900.0,25100.0,2670.0,610.0,12370.0,340.0
Estimate cost of restoration work.,estimate cost of restoration work,"Estimate costs of products, services, or materials.",Determine values or prices of goods or services.,Making Decisions and Solving Problems,Museum Technicians and Conservators,museum technicians and conservators,25-4013.00,Museum Technicians and Conservators,25-4013,25-4013.00,"Archivists, Curators, and Museum Technicians","Librarians, Curators, and Archivists",Educational Instruction and Library Occupations,2026-05-31,0.0030529241359659,4.944495837187788,False,0.0489907692307692,3.1,41.86,0.0052477687280732,0.3,E1,E2,51440.0,38350.0,60840.0,46650.0,41280.0,61550.0,51990.0,62030.0,38080.0,76110.0,53460.0,49270.0,40170.0,43520.0,56720.0,46490.0,51740.0,46320.0,49940.0,32350.0,48460.0,76900.0,58530.0,39000.0,50140.0,51440.0,49170.0,42390.0,41960.0,56470.0,51440.0,43780.0,56670.0,74550.0,39290.0,51440.0,47570.0,48090.0,45820.0,47150.0,55470.0,38290.0,51440.0,44710.0,45880.0,35430.0,51440.0,52190.0,59610.0,51440.0,38840.0,56420.0,51440.0,51440.0,51440.0,12310.0,130.0,60.0,90.0,110.0,1610.0,290.0,280.0,60.0,520.0,250.0,150.0,140.0,40.0,400.0,290.0,100.0,130.0,80.0,200.0,60.0,450.0,440.0,340.0,170.0,91.0,850.0,120.0,60.0,70.0,54.0,110.0,100.0,1050.0,450.0,34.0,350.0,190.0,170.0,310.0,70.0,90.0,36.0,210.0,670.0,100.0,24.0,310.0,280.0,55.0,160.0,60.0,5.0,74.0,3.0
Estimate cost of restoration work.,estimate cost of restoration work,Estimate costs of goods or services.,Determine values or prices of goods or services.,Making Decisions and Solving Problems,Museum Technicians and Conservators,museum technicians and conservators,25-4013.00,Museum Technicians and Conservators,25-4013,25-4013.00,"Archivists, Curators, and Museum Technicians","Librarians, Curators, and Archivists",Educational Instruction and Library Occupations,2026-05-31,0.0030529241359659,4.944495837187788,False,0.0489907692307692,3.1,41.86,0.0052477687280732,0.3,E1,E2,51440.0,38350.0,60840.0,46650.0,41280.0,61550.0,51990.0,62030.0,38080.0,76110.0,53460.0,49270.0,40170.0,43520.0,56720.0,46490.0,51740.0,46320.0,49940.0,32350.0,48460.0,76900.0,58530.0,39000.0,50140.0,51440.0,49170.0,42390.0,41960.0,56470.0,51440.0,43780.0,56670.0,74550.0,39290.0,51440.0,47570.0,48090.0,45820.0,47150.0,55470.0,38290.0,51440.0,44710.0,45880.0,35430.0,51440.0,52190.0,59610.0,51440.0,38840.0,56420.0,51440.0,51440.0,51440.0,12310.0,130.0,60.0,90.0,110.0,1610.0,290.0,280.0,60.0,520.0,250.0,150.0,140.0,40.0,400.0,290.0,100.0,130.0,80.0,200.0,60.0,450.0,440.0,340.0,170.0,91.0,850.0,120.0,60.0,70.0,54.0,110.0,100.0,1050.0,450.0,34.0,350.0,190.0,170.0,310.0,70.0,90.0,36.0,210.0,670.0,100.0,24.0,310.0,280.0,55.0,160.0,60.0,5.0,74.0,3.0
Estimate costs for system or component implementation and operation.,estimate costs for system or component implementation and operation,Estimate time or monetary resources needed to complete projects.,Estimate project development or operational costs.,"Estimating the Quantifiable Characteristics of Products, Events, or Information",Telecommunications Engineering Specialists,telecommunications engineering specialists,15-1143.01,Telecommunications Engineering Specialists,15-1241,15-1241.01,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.058905890589059,False,0.3489953846153846,3.67,100.0,0.2476861791810958,1.00881960112774,E2,E2,134050.0,130810.0,119720.0,130890.0,110400.0,158870.0,139230.0,143890.0,148390.0,137670.0,132800.0,133890.0,108000.0,107620.0,132790.0,124190.0,103050.0,100610.0,103740.0,106620.0,108570.0,159460.0,155060.0,112040.0,133270.0,90990.0,103130.0,104300.0,116420.0,138060.0,125420.0,162350.0,109080.0,140390.0,127320.0,108990.0,131070.0,109450.0,135660.0,131840.0,131320.0,134990.0,153390.0,123860.0,133310.0,121000.0,110930.0,141340.0,168070.0,122520.0,131720.0,100520.0,134050.0,78200.0,134050.0,81730.0,3820.0,109.0,3629.0,828.0,13523.0,14896.0,1428.0,691.0,1355.0,8521.0,6993.0,291.0,655.0,7103.0,1846.0,1064.0,1610.0,1555.0,427.0,518.0,5329.0,5702.0,2919.0,1855.0,607.0,3056.0,227.0,1228.0,919.0,509.0,5147.0,382.0,8912.0,7594.0,209.0,4684.0,1200.0,1401.0,5529.0,418.0,1773.0,382.0,3938.0,12414.0,1210.0,118.0,8530.0,4302.0,327.0,1973.0,45.0,35.0,218.0,16.0
"Estimate costs, production times, or staffing requirements for new designs.",estimate costs production times or staffing requirements for new designs,Estimate operational costs.,Estimate project development or operational costs.,"Estimating the Quantifiable Characteristics of Products, Events, or Information",Manufacturing Engineers,manufacturing engineers,17-2199.04,Manufacturing Engineers,17-2112,17-2112.03,"Industrial Engineers, Including Health and Safety",Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.84738225186982,False,0.1302726923076922,3.58,92.31,0.0180306678340386,0.3,E2,E2,102440.0,99880.0,156510.0,108280.0,98410.0,124600.0,109750.0,104160.0,120190.0,103300.0,101610.0,100100.0,123800.0,100840.0,100540.0,97480.0,97690.0,99830.0,96820.0,122920.0,101030.0,119930.0,109420.0,101680.0,102660.0,95830.0,99290.0,104430.0,98170.0,102090.0,101310.0,103840.0,128090.0,102640.0,99310.0,96940.0,100060.0,97510.0,128290.0,99560.0,109350.0,101060.0,93200.0,99080.0,104560.0,103940.0,103010.0,102550.0,129050.0,108360.0,96980.0,122070.0,102440.0,81820.0,102440.0,63713.0,5331.0,153.0,5240.0,1192.0,22772.0,3623.0,4195.0,571.0,111.0,9790.0,6229.0,35.0,927.0,12989.0,8139.0,2509.0,2404.0,4230.0,1192.0,718.0,2718.0,7992.0,21594.0,12250.0,1707.0,3533.0,272.0,808.0,1094.0,1352.0,4787.0,794.0,8229.0,8069.0,418.0,16361.0,1512.0,4048.0,9184.0,690.0,5547.0,578.0,5184.0,21587.0,3846.0,307.0,3888.0,4271.0,592.0,9107.0,167.0,27.0,1916.0,13.0
"Estimate costs, production times, or staffing requirements for new designs.",estimate costs production times or staffing requirements for new designs,Estimate technical or resource requirements for development or production projects.,Determine resource needs of projects or operations.,Making Decisions and Solving Problems,Manufacturing Engineers,manufacturing engineers,17-2199.04,Manufacturing Engineers,17-2112,17-2112.03,"Industrial Engineers, Including Health and Safety",Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.84738225186982,False,0.1302726923076922,3.58,92.31,0.0180306678340386,0.3,E2,E2,102440.0,99880.0,156510.0,108280.0,98410.0,124600.0,109750.0,104160.0,120190.0,103300.0,101610.0,100100.0,123800.0,100840.0,100540.0,97480.0,97690.0,99830.0,96820.0,122920.0,101030.0,119930.0,109420.0,101680.0,102660.0,95830.0,99290.0,104430.0,98170.0,102090.0,101310.0,103840.0,128090.0,102640.0,99310.0,96940.0,100060.0,97510.0,128290.0,99560.0,109350.0,101060.0,93200.0,99080.0,104560.0,103940.0,103010.0,102550.0,129050.0,108360.0,96980.0,122070.0,102440.0,81820.0,102440.0,63713.0,5331.0,153.0,5240.0,1192.0,22772.0,3623.0,4195.0,571.0,111.0,9790.0,6229.0,35.0,927.0,12989.0,8139.0,2509.0,2404.0,4230.0,1192.0,718.0,2718.0,7992.0,21594.0,12250.0,1707.0,3533.0,272.0,808.0,1094.0,1352.0,4787.0,794.0,8229.0,8069.0,418.0,16361.0,1512.0,4048.0,9184.0,690.0,5547.0,578.0,5184.0,21587.0,3846.0,307.0,3888.0,4271.0,592.0,9107.0,167.0,27.0,1916.0,13.0
"Estimate costs, production times, or staffing requirements for new designs.",estimate costs production times or staffing requirements for new designs,Estimate time requirements for development or production projects.,Determine resource needs of projects or operations.,Making Decisions and Solving Problems,Manufacturing Engineers,manufacturing engineers,17-2199.04,Manufacturing Engineers,17-2112,17-2112.03,"Industrial Engineers, Including Health and Safety",Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.84738225186982,False,0.1302726923076922,3.58,92.31,0.0180306678340386,0.3,E2,E2,102440.0,99880.0,156510.0,108280.0,98410.0,124600.0,109750.0,104160.0,120190.0,103300.0,101610.0,100100.0,123800.0,100840.0,100540.0,97480.0,97690.0,99830.0,96820.0,122920.0,101030.0,119930.0,109420.0,101680.0,102660.0,95830.0,99290.0,104430.0,98170.0,102090.0,101310.0,103840.0,128090.0,102640.0,99310.0,96940.0,100060.0,97510.0,128290.0,99560.0,109350.0,101060.0,93200.0,99080.0,104560.0,103940.0,103010.0,102550.0,129050.0,108360.0,96980.0,122070.0,102440.0,81820.0,102440.0,63713.0,5331.0,153.0,5240.0,1192.0,22772.0,3623.0,4195.0,571.0,111.0,9790.0,6229.0,35.0,927.0,12989.0,8139.0,2509.0,2404.0,4230.0,1192.0,718.0,2718.0,7992.0,21594.0,12250.0,1707.0,3533.0,272.0,808.0,1094.0,1352.0,4787.0,794.0,8229.0,8069.0,418.0,16361.0,1512.0,4048.0,9184.0,690.0,5547.0,578.0,5184.0,21587.0,3846.0,307.0,3888.0,4271.0,592.0,9107.0,167.0,27.0,1916.0,13.0
Estimate material or worker requirements to complete jobs.,estimate material or worker requirements to complete jobs,Estimate materials requirements for projects.,Determine resource needs of projects or operations.,Making Decisions and Solving Problems,First-Line Supervisors of Construction Trades and Extraction Workers,firstline supervisors of construction trades and extraction workers,47-1011.00,First-Line Supervisors of Construction Trades and Extraction Workers,47-1011,47-1011.00,First-Line Supervisors of Construction Trades and Extraction Workers,Supervisors of Construction and Extraction Workers,Construction and Extraction Occupations,2026-05-31,0.0030529241359659,4.767576757675768,False,1.7357599999999995,4.14,97.83,0.8187112652421973,0.6,E2,E2,79920.0,64120.0,102140.0,78550.0,61230.0,97680.0,81230.0,92260.0,81100.0,86520.0,75790.0,78430.0,102630.0,75550.0,105750.0,82530.0,78510.0,76780.0,73490.0,75360.0,77290.0,78760.0,97850.0,78180.0,97610.0,66910.0,87520.0,76910.0,75570.0,81990.0,81220.0,105510.0,75130.0,95700.0,75270.0,81370.0,79580.0,73040.0,103070.0,81540.0,98590.0,75350.0,77690.0,74470.0,74520.0,77280.0,82490.0,78640.0,109570.0,80060.0,85350.0,78250.0,51370.0,37860.0,74210.0,486887.0,16281.0,3225.0,25837.0,7901.0,86022.0,25633.0,8368.0,3105.0,1702.0,83720.0,32095.0,3465.0,8069.0,23187.0,19722.0,11582.0,10718.0,11534.0,16869.0,3753.0,18463.0,21976.0,19974.0,16281.0,8440.0,15982.0,5215.0,7217.0,11606.0,4304.0,19458.0,8141.0,35488.0,38917.0,5215.0,28342.0,13812.0,9459.0,32203.0,2470.0,15766.0,2829.0,21305.0,107915.0,17109.0,1211.0,29937.0,23439.0,6450.0,18164.0,3920.0,731.0,6114.0,240.0
Estimate material or worker requirements to complete jobs.,estimate material or worker requirements to complete jobs,Estimate construction project labor requirements.,Determine resource needs of projects or operations.,Making Decisions and Solving Problems,First-Line Supervisors of Construction Trades and Extraction Workers,firstline supervisors of construction trades and extraction workers,47-1011.00,First-Line Supervisors of Construction Trades and Extraction Workers,47-1011,47-1011.00,First-Line Supervisors of Construction Trades and Extraction Workers,Supervisors of Construction and Extraction Workers,Construction and Extraction Occupations,2026-05-31,0.0030529241359659,4.767576757675768,False,1.7357599999999995,4.14,97.83,0.8187112652421973,0.6,E2,E2,79920.0,64120.0,102140.0,78550.0,61230.0,97680.0,81230.0,92260.0,81100.0,86520.0,75790.0,78430.0,102630.0,75550.0,105750.0,82530.0,78510.0,76780.0,73490.0,75360.0,77290.0,78760.0,97850.0,78180.0,97610.0,66910.0,87520.0,76910.0,75570.0,81990.0,81220.0,105510.0,75130.0,95700.0,75270.0,81370.0,79580.0,73040.0,103070.0,81540.0,98590.0,75350.0,77690.0,74470.0,74520.0,77280.0,82490.0,78640.0,109570.0,80060.0,85350.0,78250.0,51370.0,37860.0,74210.0,486887.0,16281.0,3225.0,25837.0,7901.0,86022.0,25633.0,8368.0,3105.0,1702.0,83720.0,32095.0,3465.0,8069.0,23187.0,19722.0,11582.0,10718.0,11534.0,16869.0,3753.0,18463.0,21976.0,19974.0,16281.0,8440.0,15982.0,5215.0,7217.0,11606.0,4304.0,19458.0,8141.0,35488.0,38917.0,5215.0,28342.0,13812.0,9459.0,32203.0,2470.0,15766.0,2829.0,21305.0,107915.0,17109.0,1211.0,29937.0,23439.0,6450.0,18164.0,3920.0,731.0,6114.0,240.0
"Estimate material requirements and costs, and present design to client for approval.",estimate material requirements and costs and present design to client for approval,Estimate costs for projects or productions.,Estimate project development or operational costs.,"Estimating the Quantifiable Characteristics of Products, Events, or Information",Interior Designers,interior designers,27-1025.00,Interior Designers,27-1025,27-1025.00,Designers,Art and Design Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.64114636642784,False,0.3571784615384615,3.88,96.0,0.1389053100345168,0.5,E2,E2,67190.0,61050.0,63320.0,61460.0,69990.0,80230.0,78390.0,67330.0,60360.0,98450.0,60860.0,71760.0,63780.0,67190.0,76290.0,62580.0,58040.0,61090.0,59240.0,60610.0,63830.0,65070.0,80110.0,59340.0,73270.0,43740.0,59610.0,61770.0,64870.0,67190.0,64140.0,74020.0,60850.0,75580.0,61400.0,59190.0,61410.0,68520.0,66350.0,62400.0,58100.0,63790.0,65220.0,63660.0,65160.0,61740.0,63870.0,62560.0,76570.0,49800.0,62740.0,96100.0,67190.0,32150.0,67190.0,71500.0,620.0,40.0,1600.0,740.0,8500.0,2300.0,630.0,190.0,620.0,7410.0,3050.0,270.0,350.0,2570.0,1020.0,510.0,400.0,490.0,350.0,230.0,1440.0,1580.0,1930.0,1220.0,330.0,1010.0,290.0,430.0,590.0,300.0,1670.0,90.0,5340.0,2610.0,160.0,2180.0,490.0,1030.0,1820.0,550.0,940.0,150.0,1530.0,6450.0,1110.0,110.0,1550.0,1330.0,90.0,1200.0,90.0,30.0,130.0,15.0
"Estimate material requirements and costs, and present design to client for approval.",estimate material requirements and costs and present design to client for approval,Present work to clients for approval.,Explain technical details of products or services.,Interpreting the Meaning of Information for Others,Interior Designers,interior designers,27-1025.00,Interior Designers,27-1025,27-1025.00,Designers,Art and Design Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.64114636642784,False,0.3571784615384615,3.88,96.0,0.1389053100345168,0.5,E2,E2,67190.0,61050.0,63320.0,61460.0,69990.0,80230.0,78390.0,67330.0,60360.0,98450.0,60860.0,71760.0,63780.0,67190.0,76290.0,62580.0,58040.0,61090.0,59240.0,60610.0,63830.0,65070.0,80110.0,59340.0,73270.0,43740.0,59610.0,61770.0,64870.0,67190.0,64140.0,74020.0,60850.0,75580.0,61400.0,59190.0,61410.0,68520.0,66350.0,62400.0,58100.0,63790.0,65220.0,63660.0,65160.0,61740.0,63870.0,62560.0,76570.0,49800.0,62740.0,96100.0,67190.0,32150.0,67190.0,71500.0,620.0,40.0,1600.0,740.0,8500.0,2300.0,630.0,190.0,620.0,7410.0,3050.0,270.0,350.0,2570.0,1020.0,510.0,400.0,490.0,350.0,230.0,1440.0,1580.0,1930.0,1220.0,330.0,1010.0,290.0,430.0,590.0,300.0,1670.0,90.0,5340.0,2610.0,160.0,2180.0,490.0,1030.0,1820.0,550.0,940.0,150.0,1530.0,6450.0,1110.0,110.0,1550.0,1330.0,90.0,1200.0,90.0,30.0,130.0,15.0
"Estimate material, time, and staffing requirements for a given project, based on work orders, job specifications, and experience.",estimate material time and staffing requirements for a given project based on work orders job specifications and experience,Estimate technical or resource requirements for development or production projects.,Determine resource needs of projects or operations.,Making Decisions and Solving Problems,"First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand",firstline supervisors of helpers laborers and material movers hand,53-1021.00,"First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand",53-1042,53-1042.00,First-Line Supervisors of Transportation and Material Moving Workers,Supervisors of Transportation and Material Moving Workers,Transportation and Material Moving Occupations,2026-05-31,0.0030529241359659,4.909174593433569,False,2.0857853846153844,3.93,86.2,1.202473209742192,0.7999999999999999,E1,E2,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,126680.0,1711.0,263.0,2622.0,1055.0,14740.0,2326.0,1373.0,392.0,568.0,8036.0,3957.0,508.0,694.0,4935.0,2591.0,1262.0,1163.0,1619.0,1566.0,518.0,2236.0,2944.0,3564.0,2387.0,941.0,2376.0,414.0,829.0,1256.0,553.0,3468.0,705.0,7840.0,3999.0,348.0,4492.0,1382.0,1592.0,4908.0,406.0,1865.0,370.0,2653.0,11388.0,1405.0,246.0,3326.0,2874.0,568.0,2381.0,227.0,54.0,760.0,26.0
"Estimate or quote prices, credit or contract terms, warranties, and delivery dates.",estimate or quote prices credit or contract terms warranties and delivery dates,Estimate costs or terms of sales.,Determine values or prices of goods or services.,Making Decisions and Solving Problems,"Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products",sales representatives wholesale and manufacturing except technical and scientific products,41-4012.00,"Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products",41-4012,41-4012.00,"Sales Representatives, Wholesale and Manufacturing","Sales Representatives, Wholesale and Manufacturing",Sales and Related Occupations,2026-05-31,0.0113071264295034,4.834021969162552,False,2.3573542307692312,4.27,83.68,0.1734962678215942,0.1,E2,E1,72080.0,64140.0,56830.0,72390.0,55120.0,76490.0,79250.0,75570.0,62280.0,80010.0,62490.0,63860.0,59010.0,64840.0,73510.0,71330.0,66760.0,68960.0,64280.0,63290.0,63960.0,73080.0,79810.0,72980.0,76750.0,59320.0,61940.0,61670.0,64030.0,68150.0,72790.0,79410.0,61320.0,79590.0,70990.0,74250.0,73960.0,62160.0,74180.0,66130.0,82420.0,64250.0,77210.0,61630.0,65970.0,61980.0,76840.0,63400.0,79830.0,63560.0,65930.0,72530.0,29460.0,34870.0,45980.0,1238190.0,20470.0,910.0,19400.0,12740.0,134800.0,27530.0,9870.0,2920.0,560.0,92920.0,43630.0,3280.0,7210.0,51310.0,32350.0,16990.0,12630.0,15550.0,19120.0,3320.0,9070.0,22700.0,40960.0,31230.0,7000.0,21960.0,3510.0,8550.0,8970.0,4940.0,34360.0,3660.0,61500.0,49110.0,4180.0,58739.99999999999,14220.0,15020.0,51270.0,4870.0,22010.0,5220.0,23850.0,95670.0,13900.0,1890.0,22570.0,27340.0,3220.0,37700.0,1480.0,210.0,5150.0,80.0
"Estimate or quote prices, credit or contract terms, warranties, and delivery dates.",estimate or quote prices credit or contract terms warranties and delivery dates,Explain technical product or service information to customers.,Explain technical details of products or services.,Interpreting the Meaning of Information for Others,"Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products",sales representatives wholesale and manufacturing except technical and scientific products,41-4012.00,"Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products",41-4012,41-4012.00,"Sales Representatives, Wholesale and Manufacturing","Sales Representatives, Wholesale and Manufacturing",Sales and Related Occupations,2026-05-31,0.0113071264295034,4.834021969162552,False,2.3573542307692312,4.27,83.68,0.1734962678215942,0.1,E2,E1,72080.0,64140.0,56830.0,72390.0,55120.0,76490.0,79250.0,75570.0,62280.0,80010.0,62490.0,63860.0,59010.0,64840.0,73510.0,71330.0,66760.0,68960.0,64280.0,63290.0,63960.0,73080.0,79810.0,72980.0,76750.0,59320.0,61940.0,61670.0,64030.0,68150.0,72790.0,79410.0,61320.0,79590.0,70990.0,74250.0,73960.0,62160.0,74180.0,66130.0,82420.0,64250.0,77210.0,61630.0,65970.0,61980.0,76840.0,63400.0,79830.0,63560.0,65930.0,72530.0,29460.0,34870.0,45980.0,1238190.0,20470.0,910.0,19400.0,12740.0,134800.0,27530.0,9870.0,2920.0,560.0,92920.0,43630.0,3280.0,7210.0,51310.0,32350.0,16990.0,12630.0,15550.0,19120.0,3320.0,9070.0,22700.0,40960.0,31230.0,7000.0,21960.0,3510.0,8550.0,8970.0,4940.0,34360.0,3660.0,61500.0,49110.0,4180.0,58739.99999999999,14220.0,15020.0,51270.0,4870.0,22010.0,5220.0,23850.0,95670.0,13900.0,1890.0,22570.0,27340.0,3220.0,37700.0,1480.0,210.0,5150.0,80.0
"Estimate the amounts, types, or costs of needed materials.",estimate the amounts types or costs of needed materials,"Estimate costs of products, services, or materials.",Determine values or prices of goods or services.,Making Decisions and Solving Problems,Cabinetmakers and Bench Carpenters,cabinetmakers and bench carpenters,51-7011.00,Cabinetmakers and Bench Carpenters,51-7011,51-7011.00,Cabinetmakers and Bench Carpenters,Woodworkers,Production Occupations,2026-05-31,0.0030529241359659,4.807104544074488,False,2.063658461538461,4.28,49.16,0.1166545053367271,0.1,E2,E2,46680.0,38550.0,46680.0,45580.0,50070.0,49030.0,49610.0,58100.0,60090.0,46680.0,46360.0,42280.0,49050.0,44870.0,50160.0,45550.0,47110.0,41350.0,40440.0,39280.0,48150.0,49180.0,58040.0,48550.0,48740.0,38800.0,45980.0,47920.0,48600.0,47780.0,57980.0,51760.0,47210.0,58680.0,46010.0,47140.0,47430.0,36630.0,46910.0,47610.0,52800.0,47680.0,45950.0,46440.0,38340.0,46390.0,57620.0,45910.0,48710.0,42400.0,46790.0,46380.0,46680.0,22530.0,46680.0,77170.0,1760.0,161.0,1600.0,920.0,7360.0,1300.0,740.0,60.0,346.0,3490.0,3740.0,160.0,970.0,2350.0,5980.0,1010.0,1340.0,920.0,470.0,940.0,610.0,1440.0,1120.0,2340.0,580.0,1690.0,510.0,230.0,450.0,190.0,790.0,170.0,2470.0,2900.0,220.0,3110.0,1020.0,2190.0,3300.0,80.0,710.0,440.0,1570.0,5530.0,2120.0,360.0,2170.0,1350.0,130.0,2070.0,90.0,33.0,570.0,16.0
"Estimate the amounts, types, or costs of needed materials.",estimate the amounts types or costs of needed materials,Estimate material requirements for production.,Determine resource needs of projects or operations.,Making Decisions and Solving Problems,Cabinetmakers and Bench Carpenters,cabinetmakers and bench carpenters,51-7011.00,Cabinetmakers and Bench Carpenters,51-7011,51-7011.00,Cabinetmakers and Bench Carpenters,Woodworkers,Production Occupations,2026-05-31,0.0030529241359659,4.807104544074488,False,2.063658461538461,4.28,49.16,0.1166545053367271,0.1,E2,E2,46680.0,38550.0,46680.0,45580.0,50070.0,49030.0,49610.0,58100.0,60090.0,46680.0,46360.0,42280.0,49050.0,44870.0,50160.0,45550.0,47110.0,41350.0,40440.0,39280.0,48150.0,49180.0,58040.0,48550.0,48740.0,38800.0,45980.0,47920.0,48600.0,47780.0,57980.0,51760.0,47210.0,58680.0,46010.0,47140.0,47430.0,36630.0,46910.0,47610.0,52800.0,47680.0,45950.0,46440.0,38340.0,46390.0,57620.0,45910.0,48710.0,42400.0,46790.0,46380.0,46680.0,22530.0,46680.0,77170.0,1760.0,161.0,1600.0,920.0,7360.0,1300.0,740.0,60.0,346.0,3490.0,3740.0,160.0,970.0,2350.0,5980.0,1010.0,1340.0,920.0,470.0,940.0,610.0,1440.0,1120.0,2340.0,580.0,1690.0,510.0,230.0,450.0,190.0,790.0,170.0,2470.0,2900.0,220.0,3110.0,1020.0,2190.0,3300.0,80.0,710.0,440.0,1570.0,5530.0,2120.0,360.0,2170.0,1350.0,130.0,2070.0,90.0,33.0,570.0,16.0
"Estimate the costs of requested products or services such as custom footwear or footwear repair, and receive payment from customers.",estimate the costs of requested products or services such as custom footwear or footwear repair and receive payment from customers,"Estimate costs of products, services, or materials.",Determine values or prices of goods or services.,Making Decisions and Solving Problems,Shoe and Leather Workers and Repairers,shoe and leather workers and repairers,51-6041.00,Shoe and Leather Workers and Repairers,51-6041,51-6041.00,Shoe and Leather Workers,"Textile, Apparel, and Furnishings Workers",Production Occupations,2026-05-31,0.0030529241359659,4.957712199574079,True,3.0002476923076924,4.34,60.21,0.1770584448100722,0.1,E2,E2,37800.0,35970.0,37800.0,45510.0,37800.0,38130.0,36170.0,37800.0,37800.0,37800.0,35540.0,32470.0,37800.0,40000.0,43730.0,36810.0,37800.0,37800.0,37800.0,37800.0,38030.0,37800.0,46550.0,35940.0,42940.0,26340.0,38700.0,37800.0,37800.0,37800.0,40800.0,46790.0,37800.0,42100.0,38020.0,37800.0,35950.0,30720.0,37800.0,34870.0,37800.0,37800.0,37800.0,52520.0,30620.0,38700.0,37800.0,37230.0,48310.0,37800.0,44000.0,37800.0,37800.0,37800.0,37800.0,7450.0,60.0,15.0,120.0,62.0,510.0,60.0,81.0,23.0,33.0,400.0,70.0,30.0,40.0,200.0,80.0,74.0,68.0,95.0,92.0,160.0,132.0,500.0,150.0,200.0,40.0,240.0,24.0,49.0,74.0,30.0,230.0,41.0,461.0,300.0,20.0,120.0,30.0,200.0,120.0,24.0,110.0,22.0,330.0,1860.0,70.0,14.0,70.0,100.0,33.0,460.0,13.0,3.0,45.0,2.0
Estimate time and materials needed to complete projects.,estimate time and materials needed to complete projects,Estimate time or monetary resources needed to complete projects.,Estimate project development or operational costs.,"Estimating the Quantifiable Characteristics of Products, Events, or Information",Computer Network Architects,computer network architects,15-1143.00,Computer Network Architects,15-1241,15-1241.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.858009095502779,False,0.1506815384615384,3.44,90.0,0.0280427252292945,0.3,E2,E2,134050.0,130810.0,119720.0,130890.0,110400.0,158870.0,139230.0,143890.0,148390.0,137670.0,132800.0,133890.0,108000.0,107620.0,132790.0,124190.0,103050.0,100610.0,103740.0,106620.0,108570.0,159460.0,155060.0,112040.0,133270.0,90990.0,103130.0,104300.0,116420.0,138060.0,125420.0,162350.0,109080.0,140390.0,127320.0,108990.0,131070.0,109450.0,135660.0,131840.0,131320.0,134990.0,153390.0,123860.0,133310.0,121000.0,110930.0,141340.0,168070.0,122520.0,131720.0,100520.0,134050.0,78200.0,134050.0,98010.0,4580.0,131.0,4351.0,992.0,16217.0,17864.0,1712.0,829.0,1625.0,10219.0,8387.0,349.0,785.0,8517.0,2214.0,1276.0,1930.0,1865.0,513.0,622.0,6391.0,6838.0,3501.0,2225.0,729.0,3664.0,273.0,1472.0,1101.0,611.0,6173.0,458.0,10688.0,9106.0,251.0,5616.0,1440.0,1679.0,6631.0,502.0,2127.0,458.0,4722.0,14886.0,1450.0,142.0,10230.0,5158.0,393.0,2367.0,55.0,41.0,262.0,20.0
Evaluate advertising and promotion programs for compatibility with fundraising efforts.,evaluate advertising and promotion programs for compatibility with fundraising efforts,Evaluate program effectiveness.,"Evaluate programs, practices, or processes.","Judging the Qualities of Objects, Services, or People",Public Relations and Fundraising Managers,public relations and fundraising managers,11-2031.00,Fundraising Managers,11-2033,11-2033.00,Public Relations and Fundraising Managers,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",Management Occupations,2026-05-31,0.0030529241359659,5.0,False,0.2460438461538461,3.37,81.99,0.0494960943257185,0.3,E2,E2,142145.55555555556,94985.55555555556,116957.77777777778,114860.0,96823.33333333331,160844.44444444444,155567.77777777778,147172.22222222222,148285.55555555556,185182.22222222225,120814.44444444444,129733.33333333331,102543.33333333331,95900.0,126278.88888888888,114500.0,115834.44444444444,127860.0,115086.66666666669,100551.11111111112,155724.44444444444,145240.0,167295.55555555556,116891.11111111112,136346.66666666666,93928.88888888888,113912.22222222222,109357.90123456792,102837.77777777778,112416.66666666669,138086.66666666666,167317.77777777778,112242.22222222222,178353.33333333334,130855.55555555556,115807.77777777778,114847.77777777778,101823.33333333331,125118.88888888888,116545.55555555556,156055.55555555556,104546.66666666669,142145.55555555556,123027.77777777778,119970.0,124341.11111111112,139262.0987654321,169093.33333333334,154455.55555555556,80606.66666666667,116004.44444444444,142145.55555555556,142145.55555555556,87813.45679012345,142145.55555555556,66841.11111111111,466.6666666666666,320.0,1027.7777777777778,297.77777777777777,8517.777777777777,1087.6666666666667,892.2222222222222,158.88888888888889,5941.111111111111,2618.8888888888887,1348.888888888889,356.6666666666667,300.22222222222223,2790.0,564.4444444444445,572.2222222222222,268.8888888888889,443.3333333333333,260.0,262.0,1370.0,2190.0,1533.3333333333333,1107.7777777777776,147.77777777777777,869.7777777777778,177.77777777777777,345.55555555555554,383.33333333333337,316.66666666666663,2048.888888888889,210.0,6903.333333333333,1403.3333333333333,107.7777777777778,1451.111111111111,430.0,1354.4444444444443,2152.222222222222,212.2222222222222,554.4444444444445,195.0,611.1111111111111,6938.888888888889,480.0,257.77777777777777,2225.555555555556,1485.5555555555557,76.66666666666667,874.4444444444445,120.0,28.0,260.22222222222223,14.0
Evaluate advertising and promotion programs for compatibility with public relations efforts.,evaluate advertising and promotion programs for compatibility with public relations efforts,Evaluate program effectiveness.,"Evaluate programs, practices, or processes.","Judging the Qualities of Objects, Services, or People",Public Relations and Fundraising Managers,public relations and fundraising managers,11-2031.00,Public Relations Managers,11-2032,11-2032.00,Public Relations and Fundraising Managers,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",Management Occupations,2026-05-31,0.0226142528590069,4.822802611752889,False,0.2297333573717948,4.024494047619047,92.5958630952381,0.2648390671704382,1.4694467798682065,E2,E2,142145.55555555556,94985.55555555556,116957.77777777778,114860.0,96823.33333333331,160844.44444444444,155567.77777777778,147172.22222222222,148285.55555555556,185182.22222222225,120814.44444444444,129733.33333333331,102543.33333333331,95900.0,126278.88888888888,114500.0,115834.44444444444,127860.0,115086.66666666669,100551.11111111112,155724.44444444444,145240.0,167295.55555555556,116891.11111111112,136346.66666666666,93928.88888888888,113912.22222222222,109357.90123456792,102837.77777777778,112416.66666666669,138086.66666666666,167317.77777777778,112242.22222222222,178353.33333333334,130855.55555555556,115807.77777777778,114847.77777777778,101823.33333333331,125118.88888888888,116545.55555555556,156055.55555555556,104546.66666666669,142145.55555555556,123027.77777777778,119970.0,124341.11111111112,139262.0987654321,169093.33333333334,154455.55555555556,80606.66666666667,116004.44444444444,142145.55555555556,142145.55555555556,87813.45679012345,142145.55555555556,66841.11111111111,466.6666666666666,320.0,1027.7777777777778,297.77777777777777,8517.777777777777,1087.6666666666667,892.2222222222222,158.88888888888889,5941.111111111111,2618.8888888888887,1348.888888888889,356.6666666666667,300.22222222222223,2790.0,564.4444444444445,572.2222222222222,268.8888888888889,443.3333333333333,260.0,262.0,1370.0,2190.0,1533.3333333333333,1107.7777777777776,147.77777777777777,869.7777777777778,177.77777777777777,345.55555555555554,383.33333333333337,316.66666666666663,2048.888888888889,210.0,6903.333333333333,1403.3333333333333,107.7777777777778,1451.111111111111,430.0,1354.4444444444443,2152.222222222222,212.2222222222222,554.4444444444445,195.0,611.1111111111111,6938.888888888889,480.0,257.77777777777777,2225.555555555556,1485.5555555555557,76.66666666666667,874.4444444444445,120.0,28.0,260.22222222222223,14.0
Evaluate analytical methods and procedures to determine how they might be improved.,evaluate analytical methods and procedures to determine how they might be improved,Evaluate new technologies or methods.,"Evaluate the characteristics, usefulness, or performance of products or technologies.","Judging the Qualities of Objects, Services, or People",Quality Control Analysts,quality control analysts,19-4099.01,Quality Control Analysts,19-4099,19-4099.01,"Miscellaneous Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Occupations",2026-05-31,0.0226142528590069,4.736302402734494,False,0.2991923076923077,3.4,79.32,0.0851984361976693,0.4,E2,E2,62280.0,59500.0,70700.0,58240.0,59310.0,78350.0,63760.0,66710.0,62280.0,79230.0,63180.0,69320.0,50880.0,50600.0,59410.0,48650.0,50480.0,65270.0,68230.0,53360.0,66730.0,68390.0,63820.0,59100.0,49410.0,59490.0,50410.0,52260.0,48640.0,54070.0,64250.0,55980.0,56420.0,63810.0,49200.0,69350.0,49210.0,86260.0,60810.0,57680.0,69630.0,58960.0,51630.0,62050.0,48960.0,59290.0,63460.0,67240.0,73530.0,59750.0,47210.0,64510.0,62280.0,35060.0,62280.0,21591.0,204.0,99.0,245.0,204.0,5895.0,1087.0,187.0,53.0,88.0,1069.0,1303.0,613.0,321.0,438.0,438.0,245.0,514.0,187.0,941.0,228.0,2051.0,666.0,608.0,789.0,193.0,1227.0,76.0,175.0,204.0,210.0,1250.0,105.0,4318.0,1350.0,105.0,596.0,269.0,987.0,1537.0,123.0,754.0,35.0,1256.0,5358.0,240.0,93.0,1583.0,573.0,134.0,625.0,129.0,9.0,415.0,5.0
"Evaluate and approve proposals for sustainability projects, considering factors such as cost effectiveness, technical feasibility, and integration with other initiatives.",evaluate and approve proposals for sustainability projects considering factors such as cost effectiveness technical feasibility and integration with other initiatives,Analyze data to determine project feasibility.,Evaluate project feasibility.,"Judging the Qualities of Objects, Services, or People",Chief Sustainability Officers,chief sustainability officers,11-1011.03,Chief Sustainability Officers,11-1011,11-1011.03,Chief Executives,Top Executives,Management Occupations,2026-05-31,0.0030529241359659,4.92,False,0.1415384615384615,3.52,92.59,0.0458231247407818,0.8490531809802493,E2,E2,213990.0,166420.0,166710.0,213990.0,119990.0,218600.0,213370.0,295120.0,199990.0,213990.0,213990.0,208180.0,281640.0,177210.0,331920.0,254180.0,211190.0,158100.0,179530.0,213990.0,138770.0,248660.0,213990.0,255560.0,195670.0,139250.0,172320.0,182340.0,214680.0,149770.0,168590.0,310440.0,123500.0,257980.0,314290.0,164560.0,176440.0,163790.0,341630.0,232560.0,235360.0,168840.0,280900.0,198830.0,257850.0,171880.0,175070.0,310740.0,339810.0,151950.0,208350.0,147940.0,213990.0,97510.0,104010.0,37987.0,301.0,238.0,786.0,1320.0,12901.0,697.0,617.0,145.0,170.0,2410.0,1517.0,175.0,1086.0,1718.0,677.0,1134.0,729.0,770.0,470.0,587.0,1182.0,2450.0,1840.0,2506.0,115.0,948.0,249.0,933.0,509.0,166.0,903.0,37.0,3134.0,718.0,141.0,1662.0,889.0,338.0,3290.0,460.0,647.0,190.0,1747.0,3264.0,1167.0,134.0,1811.0,1179.0,632.0,714.0,22.0,16.0,1000.0,48.0
"Evaluate and approve proposals for sustainability projects, considering factors such as cost effectiveness, technical feasibility, and integration with other initiatives.",evaluate and approve proposals for sustainability projects considering factors such as cost effectiveness technical feasibility and integration with other initiatives,Evaluate environmental or sustainability projects.,"Evaluate designs, specifications, or other technical data.",Analyzing Data or Information,Chief Sustainability Officers,chief sustainability officers,11-1011.03,Chief Sustainability Officers,11-1011,11-1011.03,Chief Executives,Top Executives,Management Occupations,2026-05-31,0.0030529241359659,4.92,False,0.1415384615384615,3.52,92.59,0.0458231247407818,0.8490531809802493,E2,E2,213990.0,166420.0,166710.0,213990.0,119990.0,218600.0,213370.0,295120.0,199990.0,213990.0,213990.0,208180.0,281640.0,177210.0,331920.0,254180.0,211190.0,158100.0,179530.0,213990.0,138770.0,248660.0,213990.0,255560.0,195670.0,139250.0,172320.0,182340.0,214680.0,149770.0,168590.0,310440.0,123500.0,257980.0,314290.0,164560.0,176440.0,163790.0,341630.0,232560.0,235360.0,168840.0,280900.0,198830.0,257850.0,171880.0,175070.0,310740.0,339810.0,151950.0,208350.0,147940.0,213990.0,97510.0,104010.0,37987.0,301.0,238.0,786.0,1320.0,12901.0,697.0,617.0,145.0,170.0,2410.0,1517.0,175.0,1086.0,1718.0,677.0,1134.0,729.0,770.0,470.0,587.0,1182.0,2450.0,1840.0,2506.0,115.0,948.0,249.0,933.0,509.0,166.0,903.0,37.0,3134.0,718.0,141.0,1662.0,889.0,338.0,3290.0,460.0,647.0,190.0,1747.0,3264.0,1167.0,134.0,1811.0,1179.0,632.0,714.0,22.0,16.0,1000.0,48.0
"Evaluate and grade examinations, assignments, or papers, and record grades.",evaluate and grade examinations assignments or papers and record grades,Evaluate student work.,"Assess student capabilities, needs, or performance.","Judging the Qualities of Objects, Services, or People",Graduate Teaching Assistants,graduate teaching assistants,25-1191.00,"Teaching Assistants, Postsecondary",25-9044,25-9044.00,Teaching Assistants,Other Educational Instruction and Library Occupations,Educational Instruction and Library Occupations,2026-05-31,0.0339213792885103,4.872282880897527,False,0.4024615384615384,4.57,93.53,0.2721558940777427,0.8999999999999999,E2,E2,42910.0,22600.0,35790.0,49810.0,23140.0,49140.0,37450.0,42910.0,42910.0,43160.0,37770.0,48800.0,42910.0,37310.0,36040.0,34910.0,38960.0,41580.0,49680.0,37950.0,47210.0,58330.0,56370.0,39830.0,53380.0,42910.0,42910.0,30070.0,39650.0,24960.0,26810.0,54260.0,48270.0,43610.0,50050.0,49960.0,48710.0,49920.0,49550.0,38020.0,49420.0,46760.0,39840.0,36950.0,55670.0,52300.0,48620.0,49890.0,50460.0,35960.0,47990.0,42910.0,42910.0,47440.0,42910.0,164090.0,2216.0,70.0,7200.0,2600.0,19120.0,530.0,4700.0,508.0,130.0,9130.0,2470.0,658.0,220.0,12340.0,1940.0,560.0,640.0,990.0,440.0,90.0,5030.0,3040.0,18440.0,600.0,390.0,3078.0,380.0,730.0,540.0,480.0,3390.0,370.0,17390.0,2900.0,90.0,2210.0,1680.0,880.0,2480.0,50.0,2730.0,460.0,300.0,13540.0,2020.0,60.0,1660.0,1480.0,40.0,4210.0,294.0,70.0,1640.0,34.0
"Evaluate and grade students' class work, assignments, and papers.",evaluate and grade students class work assignments and papers,Evaluate student work.,"Assess student capabilities, needs, or performance.","Judging the Qualities of Objects, Services, or People","Business Teachers, Postsecondary",business teachers postsecondary,25-1011.00,"Business Teachers, Postsecondary",25-1011,25-1011.00,"Business Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0032306075512867,4.785635580486828,False,0.6654923076923077,4.59,100.0,0.2962221639344262,0.6,E2,E2,99080.0,82170.0,168930.0,81600.0,64620.0,128470.0,78210.0,103750.0,130370.0,128370.0,78870.0,82820.0,76860.0,84190.0,94770.0,86640.0,83200.0,83310.0,80140.0,129040.0,83250.0,126560.0,103110.0,111190.0,95820.0,75680.0,100310.0,81490.0,88690.0,98920.0,83070.0,85250.0,83980.0,104490.0,79600.0,110050.0,79770.0,82060.0,100180.0,101760.0,103820.0,78830.0,72650.0,85950.0,101210.0,115870.0,101170.0,103860.0,100390.0,104480.0,96680.0,69550.0,99080.0,66340.0,99080.0,82150.0,1260.0,130.0,1240.0,450.0,5290.0,2080.0,1310.0,280.0,630.0,2900.0,1940.0,390.0,240.0,3580.0,2030.0,890.0,660.0,760.0,640.0,300.0,2280.0,4190.0,2240.0,980.0,530.0,1720.0,170.0,530.0,400.0,580.0,3190.0,410.0,7480.0,2960.0,250.0,3100.0,770.0,940.0,4630.0,360.0,1500.0,260.0,1260.0,7710.0,460.0,110.0,2450.0,1190.0,420.0,1940.0,150.0,35.0,450.0,17.0
"Evaluate and grade students' class work, assignments, and papers.",evaluate and grade students class work assignments and papers,Evaluate student work.,"Assess student capabilities, needs, or performance.","Judging the Qualities of Objects, Services, or People","Mathematical Science Teachers, Postsecondary",mathematical science teachers postsecondary,25-1022.00,"Mathematical Science Teachers, Postsecondary",25-1022,25-1022.00,"Math and Computer Science Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0032306075512867,4.785635580486828,False,0.8069261538461538,4.47,98.21,0.2508079475744824,0.4,E2,E2,79940.0,65900.0,79940.0,71230.0,54340.0,130680.0,81930.0,85020.0,101510.0,81880.0,60700.0,66440.0,79940.0,79940.0,77080.0,78780.0,80300.0,64330.0,65820.0,79940.0,81130.0,83360.0,85490.0,99330.0,85570.0,61760.0,74640.0,80610.0,79310.0,82540.0,91670.0,80660.0,66550.0,87230.0,73620.0,76770.0,81330.0,64660.0,91770.0,82170.0,95600.0,77580.0,64620.0,76240.0,76990.0,83270.0,84860.0,75830.0,85560.0,69370.0,80480.0,76910.0,79940.0,76750.0,79940.0,47670.0,850.0,99.0,680.0,290.0,3810.0,890.0,820.0,130.0,260.0,2660.0,1100.0,191.0,200.0,2390.0,1100.0,450.0,460.0,490.0,340.0,170.0,820.0,1880.0,1420.0,690.0,360.0,740.0,120.0,270.0,250.0,150.0,1660.0,400.0,4080.0,1870.0,120.0,1600.0,430.0,820.0,2000.0,260.0,700.0,130.0,870.0,4870.0,370.0,170.0,1570.0,820.0,210.0,780.0,110.0,20.0,150.0,10.0
"Evaluate and grade students' class work, assignments, and papers.",evaluate and grade students class work assignments and papers,Evaluate student work.,"Assess student capabilities, needs, or performance.","Judging the Qualities of Objects, Services, or People","Forestry and Conservation Science Teachers, Postsecondary",forestry and conservation science teachers postsecondary,25-1043.00,"Forestry and Conservation Science Teachers, Postsecondary",25-1043,25-1043.00,"Life Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0032306075512867,4.785635580486828,False,0.832903076923077,4.41,100.0,0.4081434590163932,0.6,E2,E2,101420.0,80380.0,101420.0,115730.0,101420.0,61730.0,101420.0,101420.0,101420.0,101420.0,101420.0,94310.0,101420.0,101420.0,101420.0,102330.0,101420.0,101420.0,101420.0,101420.0,82280.0,101420.0,101420.0,138130.0,82670.0,101420.0,79820.0,104220.0,101420.0,101420.0,101420.0,101420.0,101420.0,101420.0,108430.0,101420.0,101420.0,101420.0,126930.0,101420.0,101420.0,101420.0,101420.0,101420.0,101420.0,101420.0,101420.0,132820.0,104490.0,84450.0,98410.0,101420.0,101420.0,101420.0,101420.0,1520.0,80.0,3.0,60.0,13.0,110.0,28.0,16.0,5.0,7.0,96.0,40.0,6.0,8.0,59.0,40.0,15.0,14.0,19.0,19.0,50.0,27.0,35.0,60.0,180.0,11.0,70.0,60.0,10.0,15.0,7.0,42.0,8.0,94.0,90.0,4.0,54.0,17.0,210.0,59.0,5.0,22.0,4.0,32.0,137.0,17.0,3.0,60.0,40.0,40.0,40.0,3.0,1.0,9.0,0.0
"Evaluate and grade students' class work, assignments, and papers.",evaluate and grade students class work assignments and papers,Evaluate student work.,"Assess student capabilities, needs, or performance.","Judging the Qualities of Objects, Services, or People","Atmospheric, Earth, Marine, and Space Sciences Teachers, Postsecondary",atmospheric earth marine and space sciences teachers postsecondary,25-1051.00,"Atmospheric, Earth, Marine, and Space Sciences Teachers, Postsecondary",25-1051,25-1051.00,"Physical Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0032306075512867,4.785635580486828,False,0.7931061538461539,4.23,98.85,0.543911685261595,0.92623169361336,E2,E2,103170.0,81940.0,103170.0,110600.0,103170.0,133230.0,79190.0,123770.0,103170.0,103170.0,81980.0,94790.0,103170.0,103170.0,87150.0,99970.0,97660.0,101750.0,95830.0,103170.0,95320.0,107700.0,108930.0,104780.0,102900.0,77670.0,102200.0,103170.0,103170.0,105860.0,130230.0,131930.0,106990.0,87350.0,102980.0,98000.0,94890.0,104270.0,128140.0,105650.0,103170.0,76500.0,63160.0,85020.0,105080.0,97240.0,103170.0,119940.0,103070.0,81850.0,107370.0,100240.0,103170.0,103170.0,103170.0,9900.0,90.0,21.0,240.0,82.0,1410.0,340.0,230.0,31.0,44.0,350.0,50.0,40.0,54.0,150.0,130.0,50.0,80.0,40.0,122.0,130.0,180.0,470.0,180.0,90.0,120.0,130.0,32.0,65.0,60.0,50.0,270.0,50.0,1730.0,360.0,60.0,150.0,30.0,340.0,220.0,32.0,80.0,70.0,120.0,690.0,180.0,19.0,230.0,210.0,40.0,130.0,50.0,4.0,59.0,2.0
"Evaluate and grade students' class work, assignments, and papers.",evaluate and grade students class work assignments and papers,Evaluate student work.,"Assess student capabilities, needs, or performance.","Judging the Qualities of Objects, Services, or People","Anthropology and Archeology Teachers, Postsecondary",anthropology and archeology teachers postsecondary,25-1061.00,"Anthropology and Archeology Teachers, Postsecondary",25-1061,25-1061.00,"Social Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0032306075512867,4.785635580486828,False,1.0997657692307694,4.45,100.0,0.7957737021509426,0.9162218398740244,E2,E2,99650.0,99650.0,101700.0,80720.0,99650.0,128370.0,78780.0,112860.0,99650.0,106470.0,76460.0,99650.0,99650.0,99650.0,84790.0,85460.0,86390.0,99650.0,102140.0,99650.0,85900.0,104770.0,107390.0,104890.0,97660.0,99650.0,130500.0,99650.0,99650.0,99650.0,99650.0,82910.0,104510.0,99500.0,64380.0,99650.0,76440.0,99650.0,103110.0,100880.0,99650.0,80370.0,99650.0,98160.0,102060.0,78720.0,99650.0,94260.0,86160.0,99650.0,77750.0,99650.0,99650.0,99650.0,99650.0,5240.0,71.0,40.0,100.0,44.0,630.0,170.0,100.0,16.0,50.0,60.0,164.0,21.0,29.0,180.0,110.0,40.0,48.0,60.0,65.0,40.0,70.0,250.0,170.0,90.0,39.0,160.0,17.0,34.0,52.0,23.0,190.0,40.0,670.0,250.0,14.0,180.0,57.0,140.0,140.0,17.0,40.0,15.0,80.0,280.0,60.0,10.0,230.0,140.0,23.0,90.0,9.0,2.0,31.0,1.0
"Evaluate and grade students' class work, assignments, and papers.",evaluate and grade students class work assignments and papers,Evaluate student work.,"Assess student capabilities, needs, or performance.","Judging the Qualities of Objects, Services, or People","Area, Ethnic, and Cultural Studies Teachers, Postsecondary",area ethnic and cultural studies teachers postsecondary,25-1062.00,"Area, Ethnic, and Cultural Studies Teachers, Postsecondary",25-1062,25-1062.00,"Social Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0032306075512867,4.785635580486828,False,1.2774723076923076,4.66,99.4,0.6132273571684647,0.6,E2,E2,85020.0,63090.0,81700.0,75680.0,85020.0,105220.0,79190.0,99900.0,85020.0,101700.0,66520.0,77630.0,85020.0,85020.0,90030.0,84970.0,85020.0,107120.0,74690.0,85020.0,103060.0,91330.0,100470.0,87840.0,81580.0,85020.0,85020.0,78690.0,85020.0,85020.0,125450.0,97500.0,85020.0,101800.0,66470.0,85020.0,80060.0,76600.0,80310.0,96010.0,104460.0,64500.0,85020.0,75060.0,72250.0,82990.0,85020.0,85960.0,81410.0,71200.0,78770.0,76170.0,85020.0,46660.0,85020.0,11300.0,50.0,80.0,240.0,94.0,770.0,160.0,310.0,35.0,230.0,120.0,450.0,45.0,62.0,220.0,260.0,113.0,90.0,90.0,140.0,50.0,520.0,610.0,460.0,280.0,84.0,212.0,90.0,74.0,112.0,80.0,480.0,63.0,1520.0,590.0,31.0,390.0,50.0,340.0,260.0,36.0,130.0,33.0,60.0,830.0,40.0,22.0,300.0,240.0,40.0,180.0,40.0,5.0,68.0,2.0
"Evaluate and grade students' class work, assignments, and papers.",evaluate and grade students class work assignments and papers,Evaluate student work.,"Assess student capabilities, needs, or performance.","Judging the Qualities of Objects, Services, or People","Economics Teachers, Postsecondary",economics teachers postsecondary,25-1063.00,"Economics Teachers, Postsecondary",25-1063,25-1063.00,"Social Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0032306075512867,4.785635580486828,False,0.9500384615384616,4.2,95.62,0.3430401292251828,0.5,E2,E2,123920.0,101250.0,123920.0,137250.0,76610.0,137360.0,98870.0,155950.0,123920.0,161860.0,91140.0,117600.0,123920.0,123920.0,124850.0,105390.0,85090.0,103490.0,106250.0,132670.0,125960.0,133540.0,164410.0,129400.0,108460.0,88290.0,116530.0,123920.0,130980.0,123920.0,201610.0,109880.0,110020.0,127500.0,114200.0,123920.0,105930.0,107260.0,136450.0,117970.0,123920.0,109060.0,85700.0,104560.0,118530.0,128370.0,134850.0,128790.0,96500.0,91170.0,99970.0,123920.0,123920.0,123920.0,123920.0,11560.0,90.0,24.0,100.0,40.0,770.0,270.0,300.0,36.0,220.0,150.0,370.0,46.0,63.0,460.0,150.0,80.0,130.0,120.0,70.0,70.0,200.0,750.0,350.0,250.0,70.0,150.0,38.0,90.0,115.0,80.0,410.0,60.0,1240.0,490.0,32.0,410.0,110.0,180.0,610.0,37.0,110.0,40.0,250.0,770.0,150.0,80.0,460.0,190.0,40.0,310.0,21.0,5.0,69.0,2.0
"Evaluate and grade students' class work, assignments, and papers.",evaluate and grade students class work assignments and papers,Evaluate student work.,"Assess student capabilities, needs, or performance.","Judging the Qualities of Objects, Services, or People","Geography Teachers, Postsecondary",geography teachers postsecondary,25-1064.00,"Geography Teachers, Postsecondary",25-1064,25-1064.00,"Social Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0032306075512867,4.785635580486828,False,0.5931984615384616,4.34,100.0,0.394728,0.7999999999999999,E2,E2,97590.0,97590.0,97590.0,82510.0,97590.0,146040.0,97590.0,105470.0,97590.0,97590.0,97590.0,85420.0,97590.0,97590.0,100790.0,82830.0,97590.0,97590.0,86790.0,97590.0,97590.0,103430.0,101870.0,81380.0,95890.0,75130.0,83530.0,97590.0,72300.0,97590.0,97590.0,78540.0,89060.0,100420.0,84630.0,97590.0,81290.0,84170.0,113500.0,97120.0,97590.0,85810.0,97590.0,81220.0,99510.0,97590.0,107790.0,97590.0,90550.0,97590.0,78710.0,97590.0,97590.0,97590.0,97590.0,3330.0,45.0,7.0,110.0,28.0,280.0,61.0,40.0,10.0,15.0,211.0,60.0,13.0,18.0,140.0,70.0,33.0,31.0,50.0,41.0,14.0,110.0,60.0,80.0,120.0,50.0,40.0,11.0,40.0,33.0,15.0,50.0,30.0,200.0,160.0,9.0,150.0,50.0,180.0,220.0,11.0,80.0,10.0,80.0,180.0,37.0,40.0,87.0,100.0,15.0,70.0,6.0,1.0,20.0,1.0
"Evaluate and grade students' class work, assignments, and papers.",evaluate and grade students class work assignments and papers,Evaluate student work.,"Assess student capabilities, needs, or performance.","Judging the Qualities of Objects, Services, or People","Political Science Teachers, Postsecondary",political science teachers postsecondary,25-1065.00,"Political Science Teachers, Postsecondary",25-1065,25-1065.00,"Social Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0032306075512867,4.785635580486828,False,0.5524,4.63,100.0,0.248383868852459,0.6,E2,E2,98070.0,77860.0,98070.0,99910.0,58350.0,124890.0,98070.0,100230.0,98070.0,102310.0,77860.0,79870.0,98070.0,98070.0,100700.0,83770.0,80160.0,78800.0,78670.0,88090.0,96760.0,105630.0,128150.0,107060.0,97170.0,59270.0,94500.0,109050.0,86380.0,93300.0,124110.0,100260.0,80640.0,104050.0,78760.0,98070.0,80090.0,63400.0,83580.0,97230.0,101320.0,78650.0,72580.0,81330.0,86950.0,80610.0,107490.0,101430.0,101140.0,77420.0,83190.0,84750.0,98070.0,98070.0,98070.0,16970.0,180.0,35.0,190.0,80.0,1060.0,312.0,320.0,53.0,1120.0,270.0,470.0,68.0,93.0,460.0,630.0,100.0,80.0,140.0,70.0,60.0,370.0,920.0,380.0,250.0,90.0,280.0,55.0,50.0,70.0,90.0,650.0,40.0,1460.0,440.0,47.0,460.0,90.0,540.0,660.0,170.0,210.0,30.0,250.0,1890.0,70.0,80.0,830.0,450.0,70.0,290.0,40.0,7.0,102.0,3.0
"Evaluate and grade students' class work, assignments, and papers.",evaluate and grade students class work assignments and papers,Evaluate student work.,"Assess student capabilities, needs, or performance.","Judging the Qualities of Objects, Services, or People","Sociology Teachers, Postsecondary",sociology teachers postsecondary,25-1067.00,"Sociology Teachers, Postsecondary",25-1067,25-1067.00,"Social Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0032306075512867,4.785635580486828,False,0.5462261538461539,4.51,100.0,0.3706789426229507,0.8999999999999999,E2,E2,84290.0,73670.0,84290.0,78430.0,62390.0,127680.0,78630.0,101490.0,123710.0,103160.0,63470.0,84330.0,84290.0,84140.0,82610.0,79880.0,81910.0,78630.0,61260.0,83700.0,76010.0,95980.0,96790.0,102870.0,87340.0,70860.0,77800.0,75880.0,76230.0,87480.0,112890.0,78350.0,77740.0,97540.0,76430.0,84290.0,79690.0,64900.0,101960.0,99660.0,84290.0,78410.0,64210.0,77370.0,81220.0,99350.0,87620.0,78120.0,83140.0,77380.0,84960.0,84290.0,84290.0,84090.0,84290.0,11850.0,210.0,25.0,230.0,30.0,810.0,220.0,320.0,37.0,70.0,230.0,230.0,48.0,50.0,440.0,290.0,140.0,110.0,150.0,80.0,80.0,200.0,580.0,370.0,240.0,90.0,100.0,30.0,70.0,100.0,40.0,550.0,50.0,1130.0,550.0,33.0,550.0,120.0,150.0,440.0,38.0,120.0,40.0,190.0,1040.0,70.0,40.0,400.0,200.0,60.0,450.0,21.0,5.0,70.0,2.0
"Evaluate and grade students' class work, assignments, and papers.",evaluate and grade students class work assignments and papers,Evaluate student work.,"Assess student capabilities, needs, or performance.","Judging the Qualities of Objects, Services, or People","Health Specialties Teachers, Postsecondary",health specialties teachers postsecondary,25-1071.00,"Health Specialties Teachers, Postsecondary",25-1071,25-1071.00,"Health Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0032306075512867,4.785635580486828,False,0.8781123076923076,4.25,98.01,0.3724240242132386,0.6,E2,E2,107310.0,92310.0,73890.0,99000.0,124890.0,165110.0,136930.0,107310.0,105780.0,167520.0,88710.0,106960.0,81480.0,101910.0,92860.0,98170.0,128490.0,86700.0,83680.0,125130.0,103090.0,108160.0,134520.0,108970.0,103510.0,137220.0,130490.0,101220.0,80960.0,77160.0,85250.0,96630.0,134600.0,131220.0,103220.0,100760.0,74720.0,76450.0,103180.0,107920.0,103780.0,82480.0,78720.0,98870.0,108150.0,168060.0,107500.0,106880.0,137520.0,60300.0,81500.0,93480.0,107310.0,85320.0,107310.0,221270.0,3360.0,460.0,3620.0,2080.0,17350.0,7800.0,7370.0,260.0,1460.0,8500.0,4860.0,290.0,1212.0,7740.0,4880.0,3230.0,1060.0,1380.0,2250.0,730.0,7460.0,10250.0,3430.0,3050.0,1890.0,5700.0,370.0,2760.0,1230.0,430.0,2960.0,1430.0,21410.0,9240.0,510.0,5670.0,950.0,2170.0,14890.0,480.0,1030.0,270.0,4400.0,18960.0,3520.0,1170.0,5040.0,4510.0,2400.0,4410.0,230.0,94.0,1480.0,45.0
"Evaluate and grade students' class work, assignments, and papers.",evaluate and grade students class work assignments and papers,Evaluate student work.,"Assess student capabilities, needs, or performance.","Judging the Qualities of Objects, Services, or People","Education Teachers, Postsecondary",education teachers postsecondary,25-1081.00,"Education Teachers, Postsecondary",25-1081,25-1081.00,"Education and Library Science Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0032306075512867,4.785635580486828,False,0.5076507692307692,4.11,99.89,0.3086385745402139,0.7999999999999999,E2,E2,75350.0,63730.0,75350.0,78520.0,74500.0,111850.0,66870.0,80620.0,75350.0,80810.0,63640.0,62510.0,49800.0,65720.0,61560.0,66150.0,62090.0,63010.0,61450.0,83710.0,77050.0,78820.0,79980.0,79910.0,78950.0,61860.0,65910.0,70320.0,78950.0,74240.0,49250.0,77600.0,64830.0,82020.0,70050.0,77540.0,62400.0,60880.0,73880.0,74910.0,80030.0,66690.0,63350.0,72390.0,68280.0,77090.0,78100.0,77060.0,75170.0,63270.0,74790.0,66350.0,75350.0,64790.0,75350.0,60830.0,840.0,127.0,1590.0,250.0,3100.0,1060.0,900.0,120.0,230.0,1290.0,1750.0,460.0,170.0,3930.0,1830.0,690.0,590.0,620.0,460.0,190.0,870.0,2050.0,1140.0,950.0,430.0,1140.0,130.0,600.0,310.0,630.0,2580.0,290.0,5430.0,2130.0,230.0,2120.0,560.0,1240.0,3390.0,190.0,1270.0,190.0,950.0,6400.0,330.0,170.0,1630.0,1270.0,320.0,1540.0,80.0,26.0,280.0,12.0
"Evaluate and grade students' class work, assignments, and papers.",evaluate and grade students class work assignments and papers,Evaluate student work.,"Assess student capabilities, needs, or performance.","Judging the Qualities of Objects, Services, or People","Library Science Teachers, Postsecondary",library science teachers postsecondary,25-1082.00,"Library Science Teachers, Postsecondary",25-1082,25-1082.00,"Education and Library Science Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0032306075512867,4.785635580486828,False,1.0303503846153848,4.68,89.69,0.7106144605887134,1.0,E2,E2,80340.0,76340.0,80340.0,80340.0,80340.0,125640.0,80340.0,80340.0,80340.0,80340.0,75500.0,72510.0,80340.0,80340.0,80760.0,83330.0,83950.0,66100.0,63660.0,80340.0,80340.0,123170.0,80850.0,83370.0,83710.0,59920.0,74800.0,80340.0,66190.0,80340.0,80340.0,85130.0,80340.0,76060.0,79460.0,80340.0,82610.0,65620.0,81890.0,86250.0,80340.0,65310.0,80340.0,76940.0,76940.0,80340.0,80340.0,82880.0,104540.0,80340.0,80340.0,80340.0,80340.0,68350.0,80340.0,3630.0,130.0,8.0,75.0,30.0,310.0,67.0,39.0,11.0,16.0,100.0,110.0,15.0,20.0,390.0,80.0,40.0,60.0,60.0,45.0,15.0,90.0,50.0,70.0,110.0,100.0,60.0,12.0,40.0,36.0,16.0,120.0,20.0,210.0,250.0,10.0,50.0,80.0,90.0,30.0,12.0,40.0,11.0,210.0,180.0,40.0,7.0,100.0,90.0,16.0,68.0,7.0,2.0,40.0,1.0
"Evaluate and grade students' class work, assignments, and papers.",evaluate and grade students class work assignments and papers,Evaluate student work.,"Assess student capabilities, needs, or performance.","Judging the Qualities of Objects, Services, or People","Criminal Justice and Law Enforcement Teachers, Postsecondary",criminal justice and law enforcement teachers postsecondary,25-1111.00,"Criminal Justice and Law Enforcement Teachers, Postsecondary",25-1111,25-1111.00,"Law, Criminal Justice, and Social Work Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0032306075512867,4.785635580486828,False,1.0803553846153846,4.44,100.0,0.7287015913793238,0.7999999999999999,E2,E2,76590.0,65280.0,76590.0,71230.0,62380.0,139720.0,122050.0,73090.0,80510.0,76590.0,61550.0,71510.0,76590.0,76590.0,66040.0,68340.0,79690.0,50270.0,60280.0,82100.0,76590.0,99600.0,79500.0,76770.0,83060.0,78520.0,70500.0,76590.0,61650.0,67440.0,79190.0,71610.0,76590.0,82770.0,63020.0,67720.0,76610.0,62990.0,93960.0,94710.0,84270.0,76960.0,76590.0,62090.0,77270.0,76650.0,76590.0,76590.0,72700.0,76730.0,81890.0,69530.0,76590.0,76590.0,76590.0,13150.0,130.0,27.0,310.0,60.0,1460.0,370.0,200.0,40.0,59.0,840.0,320.0,53.0,72.0,480.0,170.0,80.0,70.0,100.0,70.0,54.0,220.0,380.0,360.0,100.0,110.0,360.0,43.0,70.0,60.0,40.0,530.0,73.0,880.0,1220.0,40.0,420.0,90.0,70.0,790.0,70.0,150.0,38.0,190.0,1150.0,80.0,26.0,270.0,120.0,90.0,300.0,40.0,6.0,79.0,3.0
"Evaluate and grade students' class work, assignments, and papers.",evaluate and grade students class work assignments and papers,Evaluate student work.,"Assess student capabilities, needs, or performance.","Judging the Qualities of Objects, Services, or People","Social Work Teachers, Postsecondary",social work teachers postsecondary,25-1113.00,"Social Work Teachers, Postsecondary",25-1113,25-1113.00,"Law, Criminal Justice, and Social Work Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0032306075512867,4.785635580486828,False,0.6338861538461539,4.21,100.0,0.256133536430566,0.6,E2,E2,77570.0,66520.0,77570.0,71690.0,60470.0,81500.0,77570.0,79960.0,100550.0,77570.0,60580.0,65350.0,133340.0,62230.0,77010.0,74240.0,64190.0,108610.0,65260.0,77570.0,80250.0,97110.0,79710.0,76680.0,82470.0,63680.0,66470.0,43010.0,61430.0,74180.0,75500.0,77570.0,69950.0,98700.0,68660.0,77570.0,60930.0,60910.0,74320.0,75920.0,77570.0,100400.0,60100.0,75190.0,83440.0,81850.0,77570.0,77180.0,77920.0,76320.0,76420.0,77570.0,77570.0,66990.0,77570.0,12610.0,240.0,26.0,140.0,70.0,230.0,232.0,150.0,50.0,57.0,90.0,90.0,50.0,80.0,510.0,440.0,140.0,50.0,280.0,156.0,90.0,230.0,650.0,610.0,360.0,200.0,150.0,41.0,50.0,70.0,50.0,450.0,210.0,1840.0,580.0,35.0,670.0,80.0,220.0,1050.0,40.0,80.0,100.0,240.0,90.0,100.0,24.0,390.0,200.0,80.0,400.0,23.0,5.0,70.0,3.0
"Evaluate and grade students' class work, assignments, and papers.",evaluate and grade students class work assignments and papers,Evaluate student work.,"Assess student capabilities, needs, or performance.","Judging the Qualities of Objects, Services, or People","Communications Teachers, Postsecondary",communications teachers postsecondary,25-1122.00,"Communications Teachers, Postsecondary",25-1122,25-1122.00,"Arts, Communications, History, and Humanities Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0032306075512867,4.785635580486828,False,1.6567276923076923,4.82,100.0,0.9541210000000002,0.7,E2,E2,78580.0,63760.0,78580.0,71230.0,59810.0,135000.0,69200.0,97210.0,100260.0,83910.0,65740.0,73430.0,78580.0,78580.0,78150.0,65390.0,77700.0,64180.0,62380.0,77250.0,78000.0,83510.0,82610.0,87670.0,83380.0,61290.0,71830.0,78110.0,79180.0,82020.0,95760.0,77780.0,49880.0,84690.0,65850.0,78120.0,77660.0,66650.0,98900.0,77790.0,95910.0,79810.0,71300.0,66630.0,77050.0,77950.0,76120.0,73750.0,75330.0,77880.0,78780.0,76760.0,78580.0,82880.0,78580.0,29420.0,300.0,61.0,630.0,140.0,3140.0,560.0,280.0,60.0,180.0,1260.0,460.0,118.0,80.0,1580.0,670.0,320.0,300.0,470.0,170.0,60.0,440.0,1110.0,630.0,450.0,180.0,480.0,60.0,90.0,70.0,40.0,1380.0,400.0,2490.0,950.0,50.0,1390.0,230.0,490.0,1530.0,110.0,320.0,80.0,440.0,2880.0,180.0,60.0,790.0,420.0,110.0,640.0,50.0,13.0,50.0,6.0
"Evaluate and grade students' class work, assignments, and papers.",evaluate and grade students class work assignments and papers,Evaluate student work.,"Assess student capabilities, needs, or performance.","Judging the Qualities of Objects, Services, or People","English Language and Literature Teachers, Postsecondary",english language and literature teachers postsecondary,25-1123.00,"English Language and Literature Teachers, Postsecondary",25-1123,25-1123.00,"Arts, Communications, History, and Humanities Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0032306075512867,4.785635580486828,False,1.5375523076923077,4.76,100.0,0.9312590279433598,0.7,E2,E2,78760.0,62910.0,82770.0,76990.0,56520.0,130490.0,72910.0,97310.0,97100.0,82300.0,59740.0,65530.0,78760.0,78760.0,77570.0,69180.0,79720.0,62340.0,65090.0,60350.0,84290.0,83760.0,83980.0,90240.0,84200.0,60680.0,73070.0,73160.0,78450.0,85830.0,98650.0,78760.0,66450.0,84850.0,63370.0,63690.0,65140.0,53200.0,91870.0,80670.0,79190.0,64470.0,62960.0,64220.0,78900.0,73280.0,86870.0,67330.0,79840.0,63280.0,80800.0,62030.0,78760.0,73490.0,78760.0,57720.0,1040.0,90.0,870.0,320.0,5460.0,1220.0,940.0,179.0,410.0,2480.0,1140.0,231.0,316.0,2570.0,1000.0,510.0,460.0,540.0,430.0,230.0,830.0,2900.0,1730.0,920.0,530.0,1040.0,130.0,500.0,280.0,230.0,1950.0,230.0,6110.0,2140.0,120.0,2240.0,500.0,960.0,2530.0,540.0,840.0,110.0,1150.0,4310.0,420.0,170.0,1810.0,1000.0,250.0,840.0,140.0,25.0,130.0,12.0
"Evaluate and grade students' class work, assignments, and papers.",evaluate and grade students class work assignments and papers,Evaluate student work.,"Assess student capabilities, needs, or performance.","Judging the Qualities of Objects, Services, or People","Foreign Language and Literature Teachers, Postsecondary",foreign language and literature teachers postsecondary,25-1124.00,"Foreign Language and Literature Teachers, Postsecondary",25-1124,25-1124.00,"Arts, Communications, History, and Humanities Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0032306075512867,4.785635580486828,False,1.130966153846154,4.62,99.86,0.718074695426403,0.7999999999999999,E2,E2,79350.0,70580.0,76490.0,71230.0,62900.0,99860.0,77840.0,80630.0,101100.0,78930.0,76230.0,73370.0,79350.0,79350.0,81530.0,74590.0,79880.0,65890.0,65630.0,75410.0,96970.0,87280.0,98750.0,83190.0,80650.0,54670.0,76110.0,79970.0,79350.0,84980.0,101750.0,79060.0,71720.0,95120.0,63900.0,64540.0,74310.0,61580.0,91670.0,77210.0,79350.0,77790.0,81080.0,76350.0,75090.0,78570.0,79350.0,74000.0,78320.0,76340.0,78490.0,79350.0,79350.0,81050.0,79350.0,19830.0,110.0,80.0,360.0,120.0,2170.0,410.0,340.0,70.0,360.0,430.0,280.0,79.0,30.0,690.0,660.0,210.0,140.0,180.0,130.0,70.0,280.0,960.0,500.0,410.0,60.0,330.0,80.0,130.0,90.0,150.0,850.0,60.0,1520.0,690.0,30.0,960.0,80.0,510.0,1060.0,100.0,320.0,40.0,310.0,1460.0,180.0,170.0,890.0,370.0,40.0,450.0,36.0,8.0,150.0,4.0
"Evaluate and grade students' class work, assignments, and papers.",evaluate and grade students class work assignments and papers,Evaluate student work.,"Assess student capabilities, needs, or performance.","Judging the Qualities of Objects, Services, or People","History Teachers, Postsecondary",history teachers postsecondary,25-1125.00,"History Teachers, Postsecondary",25-1125,25-1125.00,"Arts, Communications, History, and Humanities Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0032306075512867,4.785635580486828,False,0.6608876923076923,4.41,100.0,0.345779,0.7,E1,E2,83820.0,66550.0,83820.0,97430.0,47860.0,127170.0,78410.0,101950.0,83820.0,85550.0,70880.0,79010.0,83820.0,83820.0,83940.0,79450.0,77040.0,74920.0,64600.0,78990.0,99610.0,97830.0,104900.0,99440.0,92970.0,63450.0,80680.0,75770.0,57150.0,81930.0,106880.0,99900.0,83700.0,100400.0,75070.0,83820.0,81080.0,66910.0,104330.0,98850.0,83820.0,73670.0,69220.0,72940.0,81530.0,81750.0,83750.0,85910.0,83250.0,69560.0,81380.0,75400.0,83820.0,73470.0,83820.0,18790.0,340.0,39.0,150.0,290.0,1450.0,380.0,300.0,58.0,180.0,320.0,630.0,75.0,103.0,700.0,380.0,150.0,150.0,280.0,120.0,80.0,310.0,780.0,370.0,280.0,210.0,360.0,40.0,190.0,80.0,100.0,780.0,120.0,1660.0,720.0,52.0,650.0,180.0,260.0,960.0,60.0,280.0,30.0,450.0,2030.0,140.0,80.0,760.0,290.0,90.0,370.0,30.0,8.0,50.0,4.0
"Evaluate and grade students' class work, assignments, and papers.",evaluate and grade students class work assignments and papers,Evaluate student work.,"Assess student capabilities, needs, or performance.","Judging the Qualities of Objects, Services, or People","Philosophy and Religion Teachers, Postsecondary",philosophy and religion teachers postsecondary,25-1126.00,"Philosophy and Religion Teachers, Postsecondary",25-1126,25-1126.00,"Arts, Communications, History, and Humanities Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0032306075512867,4.785635580486828,False,0.760883076923077,4.67,100.0,0.4672218461538461,0.7999999999999999,E2,E2,80260.0,62210.0,80260.0,78940.0,74100.0,105820.0,78060.0,100360.0,80260.0,79310.0,63330.0,77570.0,101010.0,80260.0,77720.0,79740.0,77180.0,65410.0,65580.0,76310.0,102760.0,78360.0,98360.0,89610.0,79720.0,63560.0,75280.0,80260.0,75280.0,80260.0,82820.0,99450.0,80260.0,92050.0,76340.0,71360.0,77010.0,64840.0,85300.0,76600.0,82510.0,77230.0,58000.0,74090.0,76700.0,95410.0,102600.0,85310.0,81240.0,80260.0,79140.0,80260.0,80260.0,80260.0,80260.0,20460.0,280.0,43.0,350.0,60.0,1850.0,390.0,350.0,63.0,290.0,460.0,280.0,220.0,120.0,1080.0,480.0,260.0,190.0,320.0,70.0,60.0,480.0,890.0,620.0,410.0,90.0,320.0,67.0,80.0,203.0,130.0,900.0,114.0,1700.0,680.0,56.0,780.0,150.0,480.0,1280.0,150.0,250.0,40.0,490.0,1760.0,60.0,80.0,620.0,330.0,92.0,420.0,37.0,9.0,123.0,4.0
"Evaluate and grade students' class work, assignments, and papers.",evaluate and grade students class work assignments and papers,Evaluate student work.,"Assess student capabilities, needs, or performance.","Judging the Qualities of Objects, Services, or People","Recreation and Fitness Studies Teachers, Postsecondary",recreation and fitness studies teachers postsecondary,25-1193.00,"Recreation and Fitness Studies Teachers, Postsecondary",25-1193,25-1193.00,Miscellaneous Postsecondary Teachers,Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0032306075512867,4.785635580486828,False,1.6528815384615383,4.55,96.56,0.6436816373573262,0.5,E2,E2,77270.0,72680.0,58330.0,71230.0,63020.0,127780.0,65730.0,79200.0,77270.0,77270.0,76100.0,66410.0,77270.0,58720.0,67180.0,67060.0,75130.0,59730.0,64890.0,65940.0,67670.0,97640.0,87960.0,83690.0,80410.0,60560.0,73180.0,77270.0,77270.0,77270.0,77270.0,65900.0,79090.0,80190.0,73860.0,77270.0,70260.0,63590.0,63090.0,83150.0,77270.0,78800.0,62280.0,73280.0,76480.0,76350.0,77270.0,65320.0,74850.0,66440.0,80500.0,83260.0,77270.0,80500.0,77270.0,12630.0,110.0,60.0,90.0,110.0,1950.0,180.0,190.0,39.0,57.0,140.0,160.0,51.0,70.0,630.0,410.0,100.0,60.0,230.0,100.0,40.0,90.0,290.0,320.0,260.0,190.0,200.0,41.0,83.0,125.0,55.0,520.0,40.0,670.0,730.0,35.0,420.0,110.0,480.0,640.0,40.0,280.0,60.0,220.0,1460.0,110.0,25.0,310.0,240.0,100.0,40.0,30.0,5.0,40.0,3.0
"Evaluate and grade students' class work, assignments, papers, and oral presentations.",evaluate and grade students class work assignments papers and oral presentations,Evaluate student work.,"Assess student capabilities, needs, or performance.","Judging the Qualities of Objects, Services, or People","Law Teachers, Postsecondary",law teachers postsecondary,25-1112.00,"Law Teachers, Postsecondary",25-1112,25-1112.00,"Law, Criminal Justice, and Social Work Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0030529241359659,4.6666,False,0.6342392307692308,4.64,99.78,0.3841944644858235,0.7999999999999999,E1,E2,128500.0,135340.0,128500.0,131950.0,95630.0,119540.0,128500.0,128500.0,128500.0,134090.0,102720.0,128500.0,128500.0,106810.0,107700.0,139400.0,160700.0,138670.0,140820.0,128500.0,136400.0,139980.0,132010.0,141680.0,171790.0,74440.0,128500.0,128500.0,127690.0,128500.0,157800.0,135760.0,128500.0,132180.0,97090.0,128500.0,75930.0,128500.0,167010.0,121310.0,128490.0,162400.0,128500.0,128500.0,138160.0,68270.0,128500.0,136270.0,125210.0,128500.0,140940.0,128500.0,128500.0,128500.0,128500.0,20060.0,40.0,42.0,60.0,30.0,7800.0,368.0,217.0,62.0,670.0,720.0,150.0,80.0,40.0,470.0,180.0,90.0,50.0,120.0,248.0,50.0,180.0,840.0,330.0,80.0,40.0,376.0,66.0,100.0,199.0,90.0,470.0,112.0,2190.0,450.0,55.0,250.0,219.0,250.0,710.0,64.0,110.0,59.0,160.0,880.0,120.0,39.0,400.0,150.0,90.0,150.0,36.0,9.0,120.0,4.0
"Evaluate and grade students' class work, laboratory work, assignments, and papers.",evaluate and grade students class work laboratory work assignments and papers,Evaluate student work.,"Assess student capabilities, needs, or performance.","Judging the Qualities of Objects, Services, or People","Computer Science Teachers, Postsecondary",computer science teachers postsecondary,25-1021.00,"Computer Science Teachers, Postsecondary",25-1021,25-1021.00,"Math and Computer Science Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0004361320194237,4.490100000000001,False,0.7548907692307691,4.39,100.0,0.4163509344262296,0.7,E2,E2,96980.0,92640.0,96980.0,84050.0,56180.0,128210.0,80530.0,106290.0,102080.0,101380.0,76950.0,98030.0,96980.0,96980.0,98750.0,102660.0,89510.0,67400.0,83470.0,77530.0,99730.0,98850.0,128030.0,107690.0,85710.0,75520.0,90770.0,81560.0,94360.0,106640.0,83630.0,81500.0,79440.0,96450.0,80080.0,81400.0,91230.0,76570.0,107310.0,97500.0,100790.0,78240.0,75540.0,81600.0,97480.0,124460.0,94930.0,106780.0,90950.0,73880.0,97730.0,63900.0,96980.0,75050.0,96980.0,35480.0,500.0,74.0,700.0,160.0,2480.0,920.0,390.0,120.0,210.0,950.0,1160.0,142.0,120.0,1540.0,1240.0,290.0,260.0,310.0,200.0,120.0,830.0,1490.0,810.0,480.0,160.0,510.0,60.0,260.0,140.0,210.0,1440.0,200.0,3170.0,1650.0,90.0,1180.0,210.0,530.0,1520.0,160.0,380.0,150.0,560.0,3540.0,550.0,110.0,1670.0,800.0,270.0,510.0,40.0,15.0,230.0,7.0
"Evaluate and grade students' class work, laboratory work, assignments, and papers.",evaluate and grade students class work laboratory work assignments and papers,Evaluate student work.,"Assess student capabilities, needs, or performance.","Judging the Qualities of Objects, Services, or People","Engineering Teachers, Postsecondary",engineering teachers postsecondary,25-1032.00,"Engineering Teachers, Postsecondary",25-1032,25-1032.00,"Engineering and Architecture Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0004361320194237,4.490100000000001,False,1.1776476923076924,4.28,95.22,0.618239895717925,0.7,E2,E2,109270.0,103580.0,109600.0,108540.0,104210.0,137280.0,104070.0,124350.0,130730.0,101970.0,97340.0,131260.0,109270.0,112240.0,135430.0,106010.0,103360.0,115160.0,110810.0,125930.0,88750.0,117200.0,134850.0,127230.0,108390.0,100440.0,109270.0,101170.0,95860.0,107890.0,127070.0,109910.0,105410.0,106240.0,109270.0,109710.0,102410.0,99790.0,106840.0,82070.0,102690.0,103420.0,97700.0,100640.0,123280.0,105180.0,104110.0,121880.0,119960.0,100400.0,112830.0,103380.0,109270.0,83150.0,109270.0,40270.0,650.0,40.0,370.0,120.0,2720.0,1100.0,640.0,210.0,140.0,2555.0,700.0,161.0,180.0,1040.0,1500.0,430.0,280.0,340.0,300.0,180.0,690.0,2610.0,2120.0,560.0,330.0,620.0,280.0,390.0,290.0,170.0,1270.0,290.0,3240.0,1450.0,220.0,1260.0,470.0,610.0,2990.0,129.0,490.0,120.0,790.0,4080.0,320.0,90.0,1070.0,820.0,240.0,720.0,120.0,17.0,430.0,8.0
"Evaluate and grade students' class work, laboratory work, assignments, and papers.",evaluate and grade students class work laboratory work assignments and papers,Evaluate student work.,"Assess student capabilities, needs, or performance.","Judging the Qualities of Objects, Services, or People","Agricultural Sciences Teachers, Postsecondary",agricultural sciences teachers postsecondary,25-1041.00,"Agricultural Sciences Teachers, Postsecondary",25-1041,25-1041.00,"Life Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0004361320194237,4.490100000000001,False,0.8115119230769231,4.05,93.28,0.3588244325583109,0.6,E2,E2,98700.0,80030.0,98700.0,73500.0,74340.0,109930.0,81920.0,125350.0,126770.0,98700.0,62420.0,104330.0,98700.0,105690.0,105440.0,74480.0,101080.0,112480.0,84100.0,98700.0,92480.0,129920.0,98700.0,136130.0,100410.0,69930.0,78730.0,93470.0,97640.0,98700.0,98700.0,131380.0,108290.0,98700.0,102560.0,108130.0,46160.0,64080.0,100930.0,98700.0,98700.0,98700.0,98220.0,128270.0,105370.0,64500.0,106680.0,105330.0,82960.0,98700.0,82950.0,98660.0,98700.0,85850.0,98700.0,8920.0,280.0,19.0,80.0,170.0,400.0,160.0,80.0,70.0,40.0,120.0,380.0,36.0,80.0,340.0,160.0,230.0,200.0,200.0,110.0,70.0,90.0,207.0,240.0,280.0,230.0,210.0,160.0,250.0,88.0,39.0,50.0,80.0,552.0,500.0,90.0,60.0,410.0,290.0,60.0,29.0,131.0,110.0,350.0,1170.0,90.0,60.0,230.0,160.0,50.0,370.0,90.0,4.0,80.0,2.0
"Evaluate and grade students' class work, laboratory work, assignments, and papers.",evaluate and grade students class work laboratory work assignments and papers,Evaluate student work.,"Assess student capabilities, needs, or performance.","Judging the Qualities of Objects, Services, or People","Biological Science Teachers, Postsecondary",biological science teachers postsecondary,25-1042.00,"Biological Science Teachers, Postsecondary",25-1042,25-1042.00,"Life Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0004361320194237,4.490100000000001,False,1.1446984615384614,4.68,100.0,0.7899279344262297,0.8999999999999999,E2,E2,84620.0,77540.0,84620.0,83030.0,77670.0,129150.0,98680.0,96470.0,101380.0,96830.0,57140.0,88020.0,84620.0,81620.0,99060.0,83130.0,78060.0,81300.0,70630.0,79010.0,84080.0,83500.0,105050.0,103620.0,96880.0,66830.0,80970.0,100480.0,81190.0,85040.0,102410.0,79540.0,98820.0,98180.0,77700.0,90740.0,79600.0,65960.0,100820.0,85970.0,102300.0,82300.0,76570.0,78940.0,82470.0,81580.0,82230.0,79190.0,97280.0,67190.0,78920.0,82930.0,84620.0,84590.0,84620.0,50190.0,1160.0,104.0,1039.0,430.0,3610.0,810.0,870.0,130.0,350.0,2020.0,980.0,201.0,220.0,2340.0,1100.0,540.0,430.0,470.0,390.0,270.0,970.0,2060.0,1460.0,780.0,580.0,1060.0,110.0,500.0,350.0,170.0,1570.0,150.0,3870.0,1960.0,170.0,1350.0,470.0,800.0,2410.0,250.0,750.0,160.0,830.0,3840.0,300.0,170.0,1760.0,960.0,220.0,950.0,160.0,21.0,340.0,10.0
"Evaluate and grade students' class work, laboratory work, assignments, and papers.",evaluate and grade students class work laboratory work assignments and papers,Evaluate student work.,"Assess student capabilities, needs, or performance.","Judging the Qualities of Objects, Services, or People","Environmental Science Teachers, Postsecondary",environmental science teachers postsecondary,25-1053.00,"Environmental Science Teachers, Postsecondary",25-1053,25-1053.00,"Physical Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0004361320194237,4.490100000000001,False,0.9943323076923076,4.51,98.36,0.702360192791918,0.8999999999999999,E2,E2,94980.0,64700.0,94980.0,81730.0,59910.0,108290.0,78800.0,94980.0,94980.0,99300.0,77830.0,84290.0,94980.0,94980.0,104440.0,78400.0,79570.0,94980.0,139110.0,94980.0,92120.0,131060.0,106110.0,112730.0,93640.0,76210.0,83210.0,97890.0,94980.0,94820.0,102650.0,82890.0,111270.0,102640.0,82360.0,94980.0,82920.0,113680.0,90270.0,91640.0,94980.0,99540.0,94980.0,98560.0,79160.0,103510.0,102580.0,104730.0,101430.0,94980.0,79120.0,94980.0,94980.0,94980.0,94980.0,6690.0,40.0,14.0,190.0,40.0,300.0,210.0,120.0,21.0,30.0,80.0,330.0,27.0,37.0,170.0,70.0,40.0,61.0,70.0,83.0,30.0,220.0,280.0,270.0,120.0,50.0,100.0,60.0,44.0,50.0,90.0,350.0,50.0,610.0,210.0,18.0,210.0,30.0,170.0,240.0,21.0,130.0,20.0,100.0,380.0,40.0,100.0,300.0,190.0,30.0,160.0,12.0,3.0,40.0,1.0
"Evaluate and grade students' class work, laboratory work, assignments, and papers.",evaluate and grade students class work laboratory work assignments and papers,Evaluate student work.,"Assess student capabilities, needs, or performance.","Judging the Qualities of Objects, Services, or People","Physics Teachers, Postsecondary",physics teachers postsecondary,25-1054.00,"Physics Teachers, Postsecondary",25-1054,25-1054.00,"Physical Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0004361320194237,4.490100000000001,False,1.0263876923076922,4.59,99.57,0.5443916603012319,0.7,E2,E2,100310.0,82750.0,100310.0,65730.0,64900.0,139420.0,99280.0,112410.0,108810.0,85190.0,74050.0,101580.0,100310.0,106040.0,94900.0,102970.0,104270.0,97140.0,80270.0,90040.0,104270.0,110980.0,111280.0,109090.0,107240.0,71160.0,99970.0,98050.0,98460.0,96330.0,99050.0,98920.0,108850.0,103100.0,87370.0,101700.0,96310.0,91580.0,104320.0,98370.0,100310.0,81210.0,86010.0,80630.0,97760.0,99860.0,98390.0,104490.0,96930.0,98320.0,89630.0,100310.0,100310.0,83830.0,100310.0,13090.0,170.0,27.0,350.0,30.0,1130.0,280.0,260.0,70.0,130.0,180.0,210.0,52.0,50.0,540.0,270.0,120.0,110.0,160.0,90.0,60.0,300.0,680.0,460.0,250.0,100.0,230.0,70.0,70.0,90.0,40.0,530.0,70.0,1080.0,440.0,40.0,420.0,90.0,230.0,580.0,42.0,150.0,30.0,340.0,1110.0,120.0,50.0,610.0,310.0,50.0,210.0,23.0,6.0,80.0,3.0
"Evaluate and grade students' class work, laboratory work, assignments, and papers.",evaluate and grade students class work laboratory work assignments and papers,Evaluate student work.,"Assess student capabilities, needs, or performance.","Judging the Qualities of Objects, Services, or People","Psychology Teachers, Postsecondary",psychology teachers postsecondary,25-1066.00,"Psychology Teachers, Postsecondary",25-1066,25-1066.00,"Social Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0004361320194237,4.490100000000001,False,0.5620096153846154,4.31,98.77,0.2461159621896574,0.6,E2,E2,80340.0,75340.0,79040.0,78610.0,60730.0,107340.0,76810.0,84500.0,102340.0,101250.0,69050.0,79440.0,80340.0,83010.0,77860.0,77820.0,78450.0,79730.0,74520.0,91340.0,81660.0,101430.0,82930.0,99900.0,82640.0,62590.0,79240.0,77120.0,77340.0,81300.0,95030.0,80790.0,83600.0,100720.0,75260.0,97110.0,78530.0,61720.0,80060.0,75960.0,94360.0,74890.0,65020.0,76010.0,77060.0,93090.0,81100.0,77950.0,78330.0,74280.0,77580.0,65050.0,80340.0,66580.0,80340.0,41530.0,610.0,70.0,940.0,190.0,4410.0,960.0,920.0,129.0,340.0,1120.0,820.0,166.0,180.0,2260.0,760.0,320.0,230.0,590.0,140.0,110.0,640.0,2640.0,920.0,760.0,260.0,590.0,90.0,170.0,140.0,110.0,1630.0,100.0,4070.0,1100.0,60.0,1500.0,410.0,660.0,2120.0,180.0,390.0,70.0,790.0,3380.0,200.0,100.0,1050.0,840.0,150.0,630.0,80.0,18.0,400.0,9.0
Evaluate and monitor contract performance to ensure compliance with contractual obligations and to determine need for changes.,evaluate and monitor contract performance to ensure compliance with contractual obligations and to determine need for changes,Monitor organizational processes.,Monitor operations to ensure adequate performance.,"Monitoring Processes, Materials, or Surroundings","Purchasing Agents, Except Wholesale, Retail, and Farm Products",purchasing agents except wholesale retail and farm products,13-1023.00,"Purchasing Agents, Except Wholesale, Retail, and Farm Products",13-1023,13-1023.00,Buyers and Purchasing Agents,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.831913423900529,False,0.2942569230769231,4.05,100.0,0.2128917435203632,0.9239655637831122,E0,E2,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,163810.0,2212.0,341.0,3390.0,1364.0,19060.0,3008.0,1775.0,507.0,735.0,10391.0,5116.0,657.0,897.0,6382.0,3350.0,1632.0,1504.0,2093.0,2025.0,670.0,2891.0,3807.0,4608.0,3087.0,1217.0,3073.0,535.0,1072.0,1624.0,715.0,4485.0,911.0,10138.0,5172.0,449.0,5808.0,1787.0,2059.0,6347.0,525.0,2412.0,479.0,3431.0,14725.0,1816.0,318.0,4300.0,3716.0,734.0,3078.0,294.0,70.0,982.0,34.0
Evaluate athletes' readiness to play and provide participation clearances when necessary and warranted.,evaluate athletes readiness to play and provide participation clearances when necessary and warranted,"Evaluate patient functioning, capabilities, or health.",Evaluate patient or client condition or treatment options.,"Judging the Qualities of Objects, Services, or People",Athletic Trainers,athletic trainers,29-9091.00,Athletic Trainers,29-9091,29-9091.00,Miscellaneous Health Practitioners and Technical Workers,Other Healthcare Practitioners and Technical Occupations,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.9,True,1.7372030769230768,4.58,100.0,0.1330235,0.1,E0,E0,62520.0,46940.0,62520.0,61710.0,57240.0,78490.0,64580.0,69960.0,59650.0,74450.0,61350.0,64590.0,76320.0,60410.0,64750.0,62780.0,55430.0,59140.0,60680.0,62760.0,61970.0,63970.0,70010.0,59280.0,65390.0,58180.0,58660.0,60090.0,61020.0,59820.0,60200.0,76210.0,72440.0,66230.0,56540.0,60900.0,61420.0,61320.0,57790.0,61060.0,63750.0,59240.0,58620.0,59850.0,64150.0,65980.0,62910.0,61860.0,63750.0,50510.0,61820.0,63190.0,62520.0,62520.0,62520.0,30500.0,840.0,63.0,590.0,240.0,1760.0,380.0,290.0,50.0,100.0,1430.0,860.0,200.0,170.0,850.0,1040.0,570.0,390.0,720.0,810.0,180.0,320.0,630.0,870.0,820.0,200.0,510.0,50.0,270.0,180.0,210.0,890.0,150.0,1370.0,990.0,110.0,2100.0,360.0,280.0,1870.0,98.0,530.0,150.0,580.0,3130.0,340.0,140.0,830.0,240.0,110.0,620.0,60.0,13.0,183.0,6.0
Evaluate athletes' readiness to play and provide participation clearances when necessary and warranted.,evaluate athletes readiness to play and provide participation clearances when necessary and warranted,Analyze patient data to determine patient needs or treatment goals.,Analyze health or medical data.,Analyzing Data or Information,Athletic Trainers,athletic trainers,29-9091.00,Athletic Trainers,29-9091,29-9091.00,Miscellaneous Health Practitioners and Technical Workers,Other Healthcare Practitioners and Technical Occupations,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.9,True,1.7372030769230768,4.58,100.0,0.1330235,0.1,E0,E0,62520.0,46940.0,62520.0,61710.0,57240.0,78490.0,64580.0,69960.0,59650.0,74450.0,61350.0,64590.0,76320.0,60410.0,64750.0,62780.0,55430.0,59140.0,60680.0,62760.0,61970.0,63970.0,70010.0,59280.0,65390.0,58180.0,58660.0,60090.0,61020.0,59820.0,60200.0,76210.0,72440.0,66230.0,56540.0,60900.0,61420.0,61320.0,57790.0,61060.0,63750.0,59240.0,58620.0,59850.0,64150.0,65980.0,62910.0,61860.0,63750.0,50510.0,61820.0,63190.0,62520.0,62520.0,62520.0,30500.0,840.0,63.0,590.0,240.0,1760.0,380.0,290.0,50.0,100.0,1430.0,860.0,200.0,170.0,850.0,1040.0,570.0,390.0,720.0,810.0,180.0,320.0,630.0,870.0,820.0,200.0,510.0,50.0,270.0,180.0,210.0,890.0,150.0,1370.0,990.0,110.0,2100.0,360.0,280.0,1870.0,98.0,530.0,150.0,580.0,3130.0,340.0,140.0,830.0,240.0,110.0,620.0,60.0,13.0,183.0,6.0
Evaluate athletes' skills and review performance records to determine their fitness and potential in a particular area of athletics.,evaluate athletes skills and review performance records to determine their fitness and potential in a particular area of athletics,Evaluate skills of athletes or performers.,Evaluate personnel capabilities or performance.,"Judging the Qualities of Objects, Services, or People",Coaches and Scouts,coaches and scouts,27-2022.00,Coaches and Scouts,27-2022,27-2022.00,"Athletes, Coaches, Umpires, and Related Workers","Entertainers and Performers, Sports and Related Workers","Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.9632,False,1.3086384615384614,4.17,86.28,0.1007807038200675,0.1,E0,E2,47320.0,47320.0,41170.0,53130.0,38930.0,47660.0,47110.0,54790.0,45200.0,65360.0,39370.0,48210.0,55860.0,46600.0,49120.0,44480.0,49350.0,42900.0,35570.0,60960.0,43640.0,50590.0,55130.0,47050.0,48050.0,47320.0,42790.0,48020.0,47810.0,51020.0,51490.0,76700.0,49980.0,59920.0,43840.0,37100.0,46530.0,41160.0,48960.0,48730.0,53630.0,42950.0,36360.0,37780.0,36510.0,45680.0,59990.0,46290.0,48030.0,52050.0,44800.0,49420.0,47320.0,32090.0,47320.0,248950.0,3140.0,350.0,4120.0,2070.0,31150.0,4120.0,4070.0,600.0,630.0,18120.0,4510.0,760.0,1410.0,8840.0,5960.0,3410.0,3300.0,2800.0,2550.0,1060.0,3960.0,6310.0,7910.0,4680.0,1770.0,4730.0,990.0,1180.0,2390.0,870.0,5670.0,590.0,11220.0,8530.0,1180.0,13150.0,2420.0,3930.0,8170.0,1170.0,3310.0,1290.0,6250.0,15300.0,2940.0,630.0,6810.0,11790.0,910.0,5480.0,470.0,106.0,610.0,51.0
Evaluate business operations to identify risk areas for fraud.,evaluate business operations to identify risk areas for fraud,Assess risks to business operations.,Analyze business or financial risks.,Analyzing Data or Information,"Fraud Examiners, Investigators and Analysts",fraud examiners investigators and analysts,13-2099.04,"Fraud Examiners, Investigators and Analysts",13-2099,13-2099.04,Miscellaneous Financial Specialists,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0226142528590069,4.961603839616038,False,0.3791261538461538,4.09,92.0,0.3326195006344282,1.3,E2,E2,81100.0,87110.0,77070.0,81180.0,60600.0,80810.0,87430.0,81100.0,80610.0,125110.0,61660.0,77540.0,77190.0,79440.0,81180.0,92410.0,79390.0,51160.0,65690.0,59860.0,109060.0,101400.0,99970.0,75040.0,83280.0,73920.0,75800.0,76350.0,66290.0,61930.0,83590.0,98630.0,80610.0,107490.0,80900.0,78260.0,90060.0,76980.0,83080.0,78610.0,78990.0,76400.0,86260.0,69240.0,71650.0,76530.0,75270.0,92930.0,80930.0,86200.0,64420.0,75810.0,81100.0,39270.0,81100.0,35460.0,284.0,70.0,488.0,199.0,7670.0,4030.0,384.0,714.0,1320.0,3736.0,2185.0,451.0,113.0,3140.0,1036.0,655.0,612.0,370.0,1605.0,671.0,2034.0,824.0,1406.0,440.0,215.0,1455.0,145.0,258.0,655.0,225.0,2957.0,386.0,5233.0,2249.0,81.0,2238.0,920.0,900.0,4030.0,274.0,499.0,48.0,1299.0,7273.0,1675.0,230.0,2721.0,1562.0,920.0,870.0,54.0,15.0,360.0,8.0
Evaluate business operations to identify risk areas for fraud.,evaluate business operations to identify risk areas for fraud,Analyze business or financial data.,Analyze business or financial data.,Analyzing Data or Information,"Fraud Examiners, Investigators and Analysts",fraud examiners investigators and analysts,13-2099.04,"Fraud Examiners, Investigators and Analysts",13-2099,13-2099.04,Miscellaneous Financial Specialists,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0226142528590069,4.961603839616038,False,0.3791261538461538,4.09,92.0,0.3326195006344282,1.3,E2,E2,81100.0,87110.0,77070.0,81180.0,60600.0,80810.0,87430.0,81100.0,80610.0,125110.0,61660.0,77540.0,77190.0,79440.0,81180.0,92410.0,79390.0,51160.0,65690.0,59860.0,109060.0,101400.0,99970.0,75040.0,83280.0,73920.0,75800.0,76350.0,66290.0,61930.0,83590.0,98630.0,80610.0,107490.0,80900.0,78260.0,90060.0,76980.0,83080.0,78610.0,78990.0,76400.0,86260.0,69240.0,71650.0,76530.0,75270.0,92930.0,80930.0,86200.0,64420.0,75810.0,81100.0,39270.0,81100.0,35460.0,284.0,70.0,488.0,199.0,7670.0,4030.0,384.0,714.0,1320.0,3736.0,2185.0,451.0,113.0,3140.0,1036.0,655.0,612.0,370.0,1605.0,671.0,2034.0,824.0,1406.0,440.0,215.0,1455.0,145.0,258.0,655.0,225.0,2957.0,386.0,5233.0,2249.0,81.0,2238.0,920.0,900.0,4030.0,274.0,499.0,48.0,1299.0,7273.0,1675.0,230.0,2721.0,1562.0,920.0,870.0,54.0,15.0,360.0,8.0
"Evaluate clients' physical or mental condition, based on review of client information.",evaluate clients physical or mental condition based on review of client information,Evaluate characteristics of individuals to determine needs or eligibility.,"Assess living, work, or social needs or status of individuals or communities.","Judging the Qualities of Objects, Services, or People",Mental Health Counselors,mental health counselors,21-1014.00,Mental Health Counselors,21-1014,21-1014.00,Counselors,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0113071264295034,4.8458851330525015,False,3.321504615384616,4.33,100.0,0.2743340721649485,0.1,E0,E2,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,172550.0,2330.0,359.0,3571.0,1437.0,20077.0,3168.0,1870.0,534.0,774.0,10946.0,5389.0,692.0,945.0,6722.0,3529.0,1719.0,1585.0,2205.0,2133.0,706.0,3046.0,4010.0,4854.0,3252.0,1282.0,3236.0,564.0,1129.0,1710.0,753.0,4724.0,960.0,10679.0,5447.0,473.0,6118.0,1882.0,2168.0,6685.0,553.0,2541.0,504.0,3614.0,15511.0,1913.0,335.0,4530.0,3914.0,773.0,3243.0,309.0,73.0,1035.0,35.0
"Evaluate code to ensure that it is valid, is properly structured, meets industry standards, and is compatible with browsers, devices, or operating systems.",evaluate code to ensure that it is valid is properly structured meets industry standards and is compatible with browsers devices or operating systems,Test software performance.,Test performance of computer or information systems.,"Inspecting Equipment, Structures, or Materials",Web Developers,web developers,15-1134.00,Web Developers,15-1254,15-1254.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0791498850065242,4.734510595358224,False,0.9046092307692308,4.09,95.83,0.185387211534227,0.3,E1,E1,98992.64705882352,72653.81487889274,83517.34429065743,88434.70588235294,77620.8910034602,128812.9411764706,91499.11764705884,90808.5294117647,86000.58823529411,110755.88235294116,87110.57958477509,97867.35294117648,98992.64705882352,70885.29411764706,85317.35294117648,71124.11764705883,66920.29411764706,71930.29411764706,79483.82352941176,76087.05882352941,98992.64705882352,103787.9411764706,106891.4705882353,88712.94117647059,90754.41176470587,70804.10899653978,85431.76470588235,70425.58823529411,72062.64705882352,81487.64705882352,96639.70588235294,95252.64705882352,59838.23529411765,111103.23529411764,97381.17647058824,67758.5294117647,90256.75605536332,77384.11764705883,85561.17647058824,96315.88235294116,102526.76470588236,79721.17647058824,77863.53806228373,68473.23529411765,95216.17647058824,100069.41176470587,92620.8910034602,99745.88235294116,130462.35294117648,74685.88235294117,93262.0588235294,67633.23529411765,61108.52076124567,47517.64705882353,98992.64705882352,62631.91176470588,482.9411764705882,74.11764705882354,898.2352941176471,468.1764705882353,18367.941176470587,2557.3529411764707,923.2352941176472,158.23529411764707,457.9411764705882,4334.558823529412,2226.470588235294,164.70588235294116,287.05882352941177,3047.058823529412,1027.6470588235293,559.7058823529412,332.3529411764706,448.8235294117647,311.1764705882353,287.3529411764705,1596.764705882353,2387.058823529412,1675.0,1378.8235294117646,212.35294117647047,1187.9411764705883,298.52941176470586,503.8235294117647,809.4117647058823,447.6470588235294,2205.2941176470586,169.11764705882354,11014.411764705885,2795.5882352941176,98.23529411764706,2153.823529411765,370.88235294117646,1190.294117647059,2312.6470588235293,222.7941176470588,760.2941176470589,274.3235294117647,2732.058823529412,5468.823529411765,1157.0588235294117,99.05882352941175,3137.058823529412,8425.588235294117,288.2352941176471,1012.3529411764706,83.52941176470588,28.676470588235293,221.1764705882353,13.0
Evaluate complaint and emergency-request information to determine response requirements.,evaluate complaint and emergencyrequest information to determine response requirements,Determine operational procedures.,Determine operational methods or procedures.,Making Decisions and Solving Problems,Police and Sheriff's Patrol Officers,police and sheriffs patrol officers,33-3051.00,Police and Sheriff's Patrol Officers,33-3051,33-3051.00,Police Officers,Law Enforcement Workers,Protective Service Occupations,2026-05-31,0.2374496550195726,4.948837691988378,False,2.8422400000000003,4.22,93.26,0.2265755542924731,0.1,E1,E2,76210.0,51270.0,99130.0,78880.0,47670.0,118880.0,97350.0,82170.0,92970.0,88650.0,74470.0,58120.0,83820.0,66990.0,100520.0,73370.0,74470.0,59230.0,60490.0,48380.0,67050.0,77970.0,78940.0,73730.0,83360.0,46140.0,59460.0,70050.0,74620.0,78140.0,71640.0,92610.0,69180.0,92790.0,59300.0,74500.0,77020.0,59700.0,88140.0,85470.0,77230.0,58070.0,60740.0,59280.0,75900.0,77310.0,68910.0,65870.0,102080.0,56960.0,78090.0,66140.0,62130.0,45510.0,76210.0,138836.0,4849.0,522.0,4974.0,2365.0,27307.0,3980.0,2692.0,745.0,1955.0,18068.0,9181.0,1002.0,1164.0,12084.0,5375.0,2124.0,2539.0,3267.0,5135.0,878.0,4025.0,7057.0,6936.0,3793.0,3342.0,5620.0,894.0,1445.0,2369.0,1019.0,9019.0,1897.0,22143.0,9264.0,675.0,9703.0,4000.0,2083.0,10978.0,803.0,5355.0,828.0,6473.0,26131.0,2278.0,422.0,8270.0,3793.0,1201.0,5102.0,542.0,224.0,4820.0,29.0
"Evaluate current or emerging technologies to consider factors such as cost, portability, compatibility, or usability.",evaluate current or emerging technologies to consider factors such as cost portability compatibility or usability,Evaluate utility of software or hardware technologies.,"Evaluate the characteristics, usefulness, or performance of products or technologies.","Judging the Qualities of Objects, Services, or People",Computer Systems Engineers/Architects,computer systems engineersarchitects,15-1199.02,Computer Systems Engineers/Architects,15-1299,15-1299.08,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0226142528590069,4.718406454866364,False,0.5141399999999999,3.45,95.45,0.1347190134046039,0.4,E2,E2,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,193835.0,7026.0,1897.0,5510.0,2992.0,214105.0,31521.0,8281.0,860.0,45947.0,13710.0,55109.0,5556.0,2778.0,29812.0,8922.0,10285.0,3580.0,1850.0,13410.0,900.0,50915.0,16482.0,19875.0,11166.0,3873.0,14340.0,1443.0,6091.0,6972.0,2591.0,32082.0,4408.0,11460.0,40310.0,1950.0,6150.0,8869.0,6545.0,14580.0,2217.0,11487.0,240.0,29197.0,152318.0,17844.0,3526.0,45412.0,38360.0,9029.0,12502.0,454.0,748.0,2351.0,107.0
"Evaluate curricula, teaching methods, and programs to determine their effectiveness, efficiency, and use, and to ensure compliance with federal, state, and local regulations.",evaluate curricula teaching methods and programs to determine their effectiveness efficiency and use and to ensure compliance with federal state and local regulations,Determine operational compliance with regulations or standards.,Monitor operations to ensure compliance with regulations or standards.,"Monitoring Processes, Materials, or Surroundings","Education Administrators, Elementary and Secondary School",education administrators elementary and secondary school,11-9032.00,"Education Administrators, Kindergarten through Secondary",11-9032,11-9032.00,Education and Childcare Administrators,Other Management Occupations,Management Occupations,2026-05-31,0.0339213792885103,4.591756127202755,False,0.8173484615384615,4.08,91.18,0.5126290602026929,0.8999999999999999,E2,E2,105870.0,97480.0,125520.0,97480.0,86330.0,159950.0,110530.0,156240.0,132710.0,137470.0,96490.0,103360.0,126760.0,101090.0,113360.0,98770.0,104260.0,100530.0,99920.0,83360.0,102890.0,131510.0,128430.0,104020.0,127000.0,82800.0,100400.0,95700.0,110580.0,109420.0,104910.0,137440.0,107720.0,138830.0,83180.0,107940.0,99590.0,86630.0,130050.0,118710.0,119980.0,102440.0,88390.0,97590.0,93910.0,128880.0,105350.0,106100.0,166590.0,80650.0,117010.0,105480.0,105870.0,80130.0,80910.0,328330.0,3020.0,890.0,5270.0,2760.0,31370.0,5760.0,4610.0,1100.0,1930.0,16960.0,7530.0,1910.0,1830.0,14850.0,6990.0,3310.0,2520.0,4940.0,5080.0,1710.0,7200.0,10570.0,9610.0,4120.0,3170.0,7120.0,930.0,1860.0,2490.0,1590.0,11450.0,2290.0,19210.0,11220.0,810.0,12480.0,4320.0,4160.0,14460.0,1160.0,5000.0,680.0,6180.0,37140.0,2940.0,1000.0,8470.0,6470.0,1480.0,4030.0,410.0,130.0,1160.0,140.0
"Evaluate curricula, teaching methods, and programs to determine their effectiveness, efficiency, and use, and to ensure compliance with federal, state, and local regulations.",evaluate curricula teaching methods and programs to determine their effectiveness efficiency and use and to ensure compliance with federal state and local regulations,Evaluate program effectiveness.,"Evaluate programs, practices, or processes.","Judging the Qualities of Objects, Services, or People","Education Administrators, Elementary and Secondary School",education administrators elementary and secondary school,11-9032.00,"Education Administrators, Kindergarten through Secondary",11-9032,11-9032.00,Education and Childcare Administrators,Other Management Occupations,Management Occupations,2026-05-31,0.0339213792885103,4.591756127202755,False,0.8173484615384615,4.08,91.18,0.5126290602026929,0.8999999999999999,E2,E2,105870.0,97480.0,125520.0,97480.0,86330.0,159950.0,110530.0,156240.0,132710.0,137470.0,96490.0,103360.0,126760.0,101090.0,113360.0,98770.0,104260.0,100530.0,99920.0,83360.0,102890.0,131510.0,128430.0,104020.0,127000.0,82800.0,100400.0,95700.0,110580.0,109420.0,104910.0,137440.0,107720.0,138830.0,83180.0,107940.0,99590.0,86630.0,130050.0,118710.0,119980.0,102440.0,88390.0,97590.0,93910.0,128880.0,105350.0,106100.0,166590.0,80650.0,117010.0,105480.0,105870.0,80130.0,80910.0,328330.0,3020.0,890.0,5270.0,2760.0,31370.0,5760.0,4610.0,1100.0,1930.0,16960.0,7530.0,1910.0,1830.0,14850.0,6990.0,3310.0,2520.0,4940.0,5080.0,1710.0,7200.0,10570.0,9610.0,4120.0,3170.0,7120.0,930.0,1860.0,2490.0,1590.0,11450.0,2290.0,19210.0,11220.0,810.0,12480.0,4320.0,4160.0,14460.0,1160.0,5000.0,680.0,6180.0,37140.0,2940.0,1000.0,8470.0,6470.0,1480.0,4030.0,410.0,130.0,1160.0,140.0
"Evaluate customer records and recommend payment plans, based on earnings, savings data, payment history, and purchase activity.",evaluate customer records and recommend payment plans based on earnings savings data payment history and purchase activity,Assess financial status of clients.,"Evaluate condition of financial assets, property, or other resources.","Judging the Qualities of Objects, Services, or People",Credit Analysts,credit analysts,13-2041.00,Credit Analysts,13-2041,13-2041.00,Credit Analysts,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.6884,False,0.75376,3.69,65.0,0.1800320116493645,0.4,E2,E2,83510.0,79970.0,81340.0,77020.0,71370.0,97860.0,81270.0,98230.0,94680.0,132590.0,78360.0,77990.0,98900.0,79650.0,84990.0,62660.0,76760.0,73120.0,79290.0,73210.0,81750.0,75390.0,97080.0,74640.0,82630.0,74880.0,65350.0,74650.0,79730.0,73090.0,77980.0,100940.0,72160.0,133270.0,94570.0,74810.0,79720.0,75330.0,80380.0,80280.0,85920.0,77530.0,73040.0,72550.0,78730.0,74430.0,71220.0,102430.0,91160.0,57320.0,68690.0,62210.0,83510.0,51920.0,83510.0,64390.0,370.0,40.0,2260.0,300.0,5260.0,870.0,560.0,720.0,50.0,4040.0,1790.0,130.0,330.0,3130.0,860.0,480.0,520.0,370.0,290.0,280.0,700.0,1400.0,1510.0,1110.0,280.0,1160.0,190.0,510.0,390.0,230.0,1220.0,90.0,7960.0,3270.0,300.0,2790.0,550.0,650.0,1930.0,160.0,690.0,430.0,1480.0,6130.0,750.0,90.0,2460.0,1280.0,220.0,1770.0,40.0,27.0,820.0,13.0
"Evaluate customer records and recommend payment plans, based on earnings, savings data, payment history, and purchase activity.",evaluate customer records and recommend payment plans based on earnings savings data payment history and purchase activity,Advise others on financial matters.,Advise others on financial matters.,Providing Consultation and Advice to Others,Credit Analysts,credit analysts,13-2041.00,Credit Analysts,13-2041,13-2041.00,Credit Analysts,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.6884,False,0.75376,3.69,65.0,0.1800320116493645,0.4,E2,E2,83510.0,79970.0,81340.0,77020.0,71370.0,97860.0,81270.0,98230.0,94680.0,132590.0,78360.0,77990.0,98900.0,79650.0,84990.0,62660.0,76760.0,73120.0,79290.0,73210.0,81750.0,75390.0,97080.0,74640.0,82630.0,74880.0,65350.0,74650.0,79730.0,73090.0,77980.0,100940.0,72160.0,133270.0,94570.0,74810.0,79720.0,75330.0,80380.0,80280.0,85920.0,77530.0,73040.0,72550.0,78730.0,74430.0,71220.0,102430.0,91160.0,57320.0,68690.0,62210.0,83510.0,51920.0,83510.0,64390.0,370.0,40.0,2260.0,300.0,5260.0,870.0,560.0,720.0,50.0,4040.0,1790.0,130.0,330.0,3130.0,860.0,480.0,520.0,370.0,290.0,280.0,700.0,1400.0,1510.0,1110.0,280.0,1160.0,190.0,510.0,390.0,230.0,1220.0,90.0,7960.0,3270.0,300.0,2790.0,550.0,650.0,1930.0,160.0,690.0,430.0,1480.0,6130.0,750.0,90.0,2460.0,1280.0,220.0,1770.0,40.0,27.0,820.0,13.0
"Evaluate customers' computerized credit records and payment histories to decide whether to approve new credit, based on predetermined standards.",evaluate customers computerized credit records and payment histories to decide whether to approve new credit based on predetermined standards,Analyze financial information.,Analyze business or financial data.,Analyzing Data or Information,"Credit Authorizers, Checkers, and Clerks",credit authorizers checkers and clerks,43-4041.00,"Credit Authorizers, Checkers, and Clerks",43-4041,43-4041.00,"Credit Authorizers, Checkers, and Clerks",Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.902809719028098,False,3.007715384615385,4.61,58.14,0.7814680193310857,0.6,E2,E2,50080.0,35990.0,50080.0,50080.0,50080.0,51950.0,50820.0,50080.0,50080.0,50080.0,41810.0,30490.0,50080.0,50080.0,58880.0,47930.0,49780.0,50080.0,49790.0,37440.0,50370.0,50080.0,55300.0,48840.0,61000.0,39040.0,52820.0,51060.0,50030.0,47260.0,58620.0,59400.0,50080.0,56510.0,47340.0,50080.0,57120.0,46450.0,51620.0,51090.0,50080.0,50080.0,50080.0,50080.0,62930.0,51260.0,50080.0,47300.0,59840.0,46480.0,57940.0,50080.0,50080.0,33700.0,50080.0,12030.0,330.0,25.0,130.0,160.0,590.0,210.0,60.0,37.0,54.0,930.0,720.0,48.0,66.0,140.0,470.0,240.0,110.0,60.0,330.0,80.0,150.0,250.0,190.0,70.0,80.0,180.0,39.0,130.0,90.0,110.0,600.0,67.0,730.0,500.0,33.0,490.0,220.0,140.0,250.0,39.0,400.0,35.0,252.0,1180.0,150.0,23.0,280.0,110.0,50.0,310.0,22.0,5.0,190.0,2.0
Evaluate data pertaining to costs to plan budgets.,evaluate data pertaining to costs to plan budgets,Analyze financial records to improve budgeting or planning.,Analyze business or financial data.,Analyzing Data or Information,Financial Managers,financial managers,11-3031.00,Financial Managers,11-3031,11-3031.00,Financial Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0113071264295034,4.726166328600406,False,0.6946642307692308,3.61,70.1,0.2631671809601437,0.6,E2,E2,166570.0,140500.0,127030.0,139830.0,116570.0,180770.0,182690.0,174830.0,181580.0,188880.0,153280.0,166790.0,134210.0,127210.0,165880.0,135840.0,133320.0,159380.0,130650.0,126800.0,133610.0,158750.0,206760.0,139370.0,163410.0,111390.0,143460.0,131060.0,140360.0,132490.0,144730.0,199110.0,133700.0,219880.0,166780.0,135890.0,140870.0,132460.0,156460.0,145610.0,166940.0,136160.0,159700.0,141010.0,164860.0,150450.0,128690.0,185220.0,174840.0,113140.0,139720.0,124910.0,80390.0,90660.0,94990.0,19400.0,7200.0,140.0,1030.0,492.0,6452.0,736.0,1386.0,194.0,617.0,3382.0,1479.0,262.0,216.0,3645.0,868.0,631.0,359.0,458.0,489.0,216.0,1367.0,1808.0,1555.0,1153.0,240.0,922.0,104.0,389.0,559.0,299.0,32510.0,175.0,5588.0,1553.0,148.0,1892.0,461.0,526.0,2225.0,178.0,624.0,69.0,1219.0,4969.0,613.0,124.0,1442.0,894.0,180.0,1074.0,50.0,26.0,263.0,12.0
Evaluate data processing proposals to assess project feasibility and requirements.,evaluate data processing proposals to assess project feasibility and requirements,Analyze data to determine project feasibility.,Evaluate project feasibility.,"Judging the Qualities of Objects, Services, or People",Computer and Information Systems Managers,computer and information systems managers,11-3021.00,Computer and Information Systems Managers,11-3021,11-3021.00,Computer and Information Systems Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0226142528590069,4.952681704260651,False,0.2094392307692307,3.59,70.83,0.135073868000823,1.114998084890488,E1,E2,175140.0,138670.0,133490.0,166430.0,127220.0,218290.0,199420.0,171750.0,168500.0,195190.0,168470.0,173940.0,141640.0,162240.0,171730.0,142040.0,143780.0,164830.0,140360.0,127500.0,160260.0,171490.0,214960.0,163760.0,176380.0,124280.0,159460.0,132860.0,135780.0,165000.0,176540.0,203460.0,137730.0,214300.0,172860.0,149130.0,163640.0,137280.0,175270.0,163910.0,167270.0,160860.0,162240.0,158700.0,171530.0,163610.0,138460.0,201490.0,209370.0,139820.0,160140.0,120850.0,92560.0,99780.0,87900.0,670570.0,7670.0,970.0,14270.0,3420.0,94720.0,11510.0,10570.0,2140.0,5690.0,35040.0,18560.0,1200.0,1950.0,31680.0,8060.0,3920.0,4050.0,3130.0,2860.0,1450.0,14620.0,24910.0,16010.0,10970.0,1710.0,11130.0,1180.0,5070.0,3610.0,3810.0,34470.0,1500.0,48050.0,25650.0,850.0,19500.0,3790.0,7440.0,27060.0,1210.0,4930.0,380.0,12040.0,73060.0,8810.0,1100.0,17550.0,16960.0,1100.0,8880.0,330.0,90.0,1370.0,60.0
Evaluate employee performance.,evaluate employee performance,Evaluate employee performance.,Evaluate personnel capabilities or performance.,"Judging the Qualities of Objects, Services, or People",First-Line Supervisors of Production and Operating Workers,firstline supervisors of production and operating workers,51-1011.00,First-Line Supervisors of Production and Operating Workers,51-1011,51-1011.00,First-Line Supervisors of Production and Operating Workers,Supervisors of Production Workers,Production Occupations,2026-05-31,0.0113071264295034,4.91919191919192,False,0.7387007692307692,4.0,96.24,0.3101752689328744,0.5,E0,E2,74450.0,73060.0,77960.0,75330.0,63090.0,76840.0,78890.0,83150.0,79100.0,80030.0,63950.0,69170.0,71990.0,70890.0,75200.0,73950.0,74750.0,74480.0,72490.0,77520.0,78970.0,78520.0,79920.0,72170.0,78550.0,68720.0,73210.0,68760.0,72200.0,68270.0,79310.0,81110.0,64640.0,78580.0,69640.0,76350.0,72160.0,70000.0,73580.0,74990.0,81650.0,77500.0,73040.0,65310.0,70140.0,71220.0,75540.0,74150.0,79310.0,68990.0,74840.0,90390.0,57440.0,45100.0,57190.0,673430.0,20670.0,1110.0,8720.0,11000.0,48550.0,9580.0,9150.0,1450.0,350.0,27710.0,26190.0,1500.0,3900.0,29640.0,26870.0,10130.0,7980.0,13820.0,9350.0,2970.0,6100.0,12390.0,26650.0,13380.0,8230.0,15430.0,1860.0,6040.0,3600.0,3000.0,15040.0,2520.0,20830.0,22240.0,1650.0,31980.0,9570.0,8180.0,28900.0,2660.0,14570.0,1930.0,18960.0,58930.0,9040.0,1000.0,13530.0,14500.0,3120.0,25500.0,1470.0,110.0,4030.0,60.0
"Evaluate existing systems to determine effectiveness, and suggest changes to meet organizational requirements.",evaluate existing systems to determine effectiveness and suggest changes to meet organizational requirements,Evaluate utility of software or hardware technologies.,"Evaluate the characteristics, usefulness, or performance of products or technologies.","Judging the Qualities of Objects, Services, or People",Computer Systems Engineers/Architects,computer systems engineersarchitects,15-1199.02,Computer Systems Engineers/Architects,15-1299,15-1299.08,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0452285057180138,4.413913759390759,False,0.3969680769230769,3.73,100.0,0.2663491880098652,1.0,E2,E2,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,193835.0,7026.0,1897.0,5510.0,2992.0,214105.0,31521.0,8281.0,860.0,45947.0,13710.0,55109.0,5556.0,2778.0,29812.0,8922.0,10285.0,3580.0,1850.0,13410.0,900.0,50915.0,16482.0,19875.0,11166.0,3873.0,14340.0,1443.0,6091.0,6972.0,2591.0,32082.0,4408.0,11460.0,40310.0,1950.0,6150.0,8869.0,6545.0,14580.0,2217.0,11487.0,240.0,29197.0,152318.0,17844.0,3526.0,45412.0,38360.0,9029.0,12502.0,454.0,748.0,2351.0,107.0
"Evaluate existing systems to determine effectiveness, and suggest changes to meet organizational requirements.",evaluate existing systems to determine effectiveness and suggest changes to meet organizational requirements,Recommend changes to improve computer or information systems.,Advise others on the design or use of technologies.,Providing Consultation and Advice to Others,Computer Systems Engineers/Architects,computer systems engineersarchitects,15-1199.02,Computer Systems Engineers/Architects,15-1299,15-1299.08,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0452285057180138,4.413913759390759,False,0.3969680769230769,3.73,100.0,0.2663491880098652,1.0,E2,E2,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,193835.0,7026.0,1897.0,5510.0,2992.0,214105.0,31521.0,8281.0,860.0,45947.0,13710.0,55109.0,5556.0,2778.0,29812.0,8922.0,10285.0,3580.0,1850.0,13410.0,900.0,50915.0,16482.0,19875.0,11166.0,3873.0,14340.0,1443.0,6091.0,6972.0,2591.0,32082.0,4408.0,11460.0,40310.0,1950.0,6150.0,8869.0,6545.0,14580.0,2217.0,11487.0,240.0,29197.0,152318.0,17844.0,3526.0,45412.0,38360.0,9029.0,12502.0,454.0,748.0,2351.0,107.0
"Evaluate feasibility of design ideas, based on factors such as appearance, safety, function, serviceability, budget, production costs/methods, and market characteristics.",evaluate feasibility of design ideas based on factors such as appearance safety function serviceability budget production costsmethods and market characteristics,Evaluate quality of materials or products.,Evaluate production inputs or outputs.,"Judging the Qualities of Objects, Services, or People",Commercial and Industrial Designers,commercial and industrial designers,27-1021.00,Commercial and Industrial Designers,27-1021,27-1021.00,Designers,Art and Design Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.3392137928851037,4.9023633086320855,False,1.9336907692307688,4.08,94.25,0.2975052656693787,0.2,E0,E2,83910.0,63640.0,83910.0,76420.0,92540.0,100770.0,90590.0,81300.0,83910.0,83910.0,78720.0,91360.0,83910.0,80730.0,83910.0,88040.0,70420.0,104870.0,76100.0,98040.0,83910.0,70870.0,101720.0,102160.0,94370.0,83910.0,75440.0,72990.0,71570.0,76680.0,74050.0,90310.0,62710.0,89640.0,80620.0,83910.0,79470.0,76640.0,76970.0,82610.0,101140.0,77300.0,60110.0,71230.0,83910.0,62620.0,80690.0,82230.0,94280.0,73030.0,80590.0,83910.0,83910.0,83910.0,83910.0,33490.0,130.0,70.0,170.0,230.0,5300.0,400.0,160.0,104.0,150.0,1990.0,360.0,134.0,180.0,480.0,1110.0,440.0,260.0,420.0,130.0,200.0,490.0,1240.0,2930.0,590.0,249.0,270.0,60.0,90.0,210.0,110.0,1230.0,110.0,2400.0,1000.0,92.0,1190.0,240.0,480.0,770.0,190.0,810.0,190.0,750.0,2350.0,480.0,120.0,1480.0,340.0,110.0,820.0,60.0,14.0,201.0,7.0
"Evaluate feasibility of design ideas, based on factors such as appearance, safety, function, serviceability, budget, production costs/methods, and market characteristics.",evaluate feasibility of design ideas based on factors such as appearance safety function serviceability budget production costsmethods and market characteristics,"Evaluate potential of products, technologies, or resources.","Evaluate the characteristics, usefulness, or performance of products or technologies.","Judging the Qualities of Objects, Services, or People",Commercial and Industrial Designers,commercial and industrial designers,27-1021.00,Commercial and Industrial Designers,27-1021,27-1021.00,Designers,Art and Design Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.3392137928851037,4.9023633086320855,False,1.9336907692307688,4.08,94.25,0.2975052656693787,0.2,E0,E2,83910.0,63640.0,83910.0,76420.0,92540.0,100770.0,90590.0,81300.0,83910.0,83910.0,78720.0,91360.0,83910.0,80730.0,83910.0,88040.0,70420.0,104870.0,76100.0,98040.0,83910.0,70870.0,101720.0,102160.0,94370.0,83910.0,75440.0,72990.0,71570.0,76680.0,74050.0,90310.0,62710.0,89640.0,80620.0,83910.0,79470.0,76640.0,76970.0,82610.0,101140.0,77300.0,60110.0,71230.0,83910.0,62620.0,80690.0,82230.0,94280.0,73030.0,80590.0,83910.0,83910.0,83910.0,83910.0,33490.0,130.0,70.0,170.0,230.0,5300.0,400.0,160.0,104.0,150.0,1990.0,360.0,134.0,180.0,480.0,1110.0,440.0,260.0,420.0,130.0,200.0,490.0,1240.0,2930.0,590.0,249.0,270.0,60.0,90.0,210.0,110.0,1230.0,110.0,2400.0,1000.0,92.0,1190.0,240.0,480.0,770.0,190.0,810.0,190.0,750.0,2350.0,480.0,120.0,1480.0,340.0,110.0,820.0,60.0,14.0,201.0,7.0
"Evaluate feasibility of design ideas, based on factors such as appearance, safety, function, serviceability, budget, production costs/methods, and market characteristics.",evaluate feasibility of design ideas based on factors such as appearance safety function serviceability budget production costsmethods and market characteristics,Evaluate characteristics of products.,"Evaluate the characteristics, usefulness, or performance of products or technologies.","Judging the Qualities of Objects, Services, or People",Commercial and Industrial Designers,commercial and industrial designers,27-1021.00,Commercial and Industrial Designers,27-1021,27-1021.00,Designers,Art and Design Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.3392137928851037,4.9023633086320855,False,1.9336907692307688,4.08,94.25,0.2975052656693787,0.2,E0,E2,83910.0,63640.0,83910.0,76420.0,92540.0,100770.0,90590.0,81300.0,83910.0,83910.0,78720.0,91360.0,83910.0,80730.0,83910.0,88040.0,70420.0,104870.0,76100.0,98040.0,83910.0,70870.0,101720.0,102160.0,94370.0,83910.0,75440.0,72990.0,71570.0,76680.0,74050.0,90310.0,62710.0,89640.0,80620.0,83910.0,79470.0,76640.0,76970.0,82610.0,101140.0,77300.0,60110.0,71230.0,83910.0,62620.0,80690.0,82230.0,94280.0,73030.0,80590.0,83910.0,83910.0,83910.0,83910.0,33490.0,130.0,70.0,170.0,230.0,5300.0,400.0,160.0,104.0,150.0,1990.0,360.0,134.0,180.0,480.0,1110.0,440.0,260.0,420.0,130.0,200.0,490.0,1240.0,2930.0,590.0,249.0,270.0,60.0,90.0,210.0,110.0,1230.0,110.0,2400.0,1000.0,92.0,1190.0,240.0,480.0,770.0,190.0,810.0,190.0,750.0,2350.0,480.0,120.0,1480.0,340.0,110.0,820.0,60.0,14.0,201.0,7.0
Evaluate findings and develop strategies and arguments in preparation for presentation of cases.,evaluate findings and develop strategies and arguments in preparation for presentation of cases,Identify implications for cases from legal precedents or other legal information.,"Research laws, precedents, or other legal data.",Analyzing Data or Information,Lawyers,lawyers,23-1011.00,Lawyers,23-1011,23-1011.00,Lawyers and Judicial Law Clerks,"Lawyers, Judges, and Related Workers",Legal Occupations,2026-05-31,0.0113071264295034,4.368863113688631,False,0.6861469230769232,4.31,73.68,0.2429351005760126,0.6,E1,E2,159670.0,131970.0,149940.0,134260.0,98880.0,195080.0,168520.0,163600.0,173510.0,195190.0,133180.0,134830.0,124990.0,103400.0,160800.0,126860.0,123550.0,106650.0,101550.0,104100.0,113120.0,139110.0,176680.0,130520.0,155140.0,91690.0,133450.0,103720.0,109170.0,150510.0,120810.0,161430.0,119680.0,207860.0,127710.0,106880.0,131020.0,103060.0,138210.0,157180.0,138960.0,120310.0,102040.0,136180.0,154200.0,132830.0,127310.0,167210.0,154130.0,102420.0,126760.0,100130.0,122930.0,159670.0,118440.0,754500.0,6730.0,1120.0,11640.0,3430.0,95770.0,16720.0,8420.0,2920.0,33070.0,55210.0,23930.0,2270.0,2490.0,33590.0,8970.0,3550.0,4190.0,5770.0,10200.0,2280.0,13810.0,23560.0,16620.0,12380.0,3100.0,11560.0,2380.0,3490.0,6490.0,2250.0,23160.0,3380.0,91870.0,17000.0,1050.0,19950.0,6980.0,7150.0,27170.0,1840.0,7890.0,1360.0,9010.0,56580.0,7020.0,1330.0,18580.0,12770.0,2440.0,9160.0,900.0,180.0,4020.0,150.0
Evaluate fitness and wellness programs to determine their effectiveness.,evaluate fitness and wellness programs to determine their effectiveness,Evaluate program effectiveness.,"Evaluate programs, practices, or processes.","Judging the Qualities of Objects, Services, or People",Fitness and Wellness Coordinators,fitness and wellness coordinators,11-9039.02,Fitness and Wellness Coordinators,11-9179,11-9179.01,Personal Service Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.746374637463747,False,0.2786953846153846,3.96,100.0,0.2494703281724015,1.05800358731198,E2,E2,69770.0,69770.0,69770.0,69770.0,69770.0,77840.0,83080.0,69770.0,69770.0,69770.0,61460.0,73720.0,88130.0,69770.0,63500.0,61300.0,69720.0,69770.0,69770.0,69770.0,69770.0,83990.0,69770.0,52840.0,69770.0,44600.0,69770.0,69770.0,58640.0,69770.0,69770.0,77350.0,69770.0,65150.0,73990.0,69770.0,58940.0,64810.0,64910.0,72640.0,69770.0,61100.0,69770.0,72360.0,61310.0,51500.0,99570.0,65800.0,75700.0,69770.0,104860.0,69770.0,69770.0,69770.0,69770.0,5599.0,76.0,12.0,116.0,47.0,2154.0,32.0,61.0,17.0,25.0,355.0,150.0,118.0,31.0,107.0,129.0,246.0,51.0,72.0,70.0,23.0,547.0,130.0,158.0,105.0,64.0,105.0,18.0,86.0,56.0,25.0,182.0,31.0,439.0,257.0,15.0,198.0,54.0,86.0,300.0,18.0,83.0,16.0,182.0,504.0,62.0,32.0,86.0,54.0,25.0,64.0,10.0,2.0,33.0,1.0
"Evaluate individuals' abilities, needs, and physical conditions, and develop suitable training programs to meet any special requirements.",evaluate individuals abilities needs and physical conditions and develop suitable training programs to meet any special requirements,Evaluate capabilities or training needs.,Evaluate personnel capabilities or performance.,"Judging the Qualities of Objects, Services, or People",Fitness Trainers and Aerobics Instructors,fitness trainers and aerobics instructors,39-9031.00,Exercise Trainers and Group Fitness Instructors,39-9031,39-9031.00,Recreation and Fitness Workers,Other Personal Care and Service Workers,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.874912508749126,False,2.9040384615384616,4.55,95.24,1.634407083916677,0.7,E2,E0,47160.0,39180.0,46210.0,47980.0,42140.0,57990.0,49900.0,61580.0,44340.0,39210.0,38800.0,47150.0,48290.0,49780.0,46800.0,34960.0,36160.0,35900.0,45280.0,44410.0,47060.0,47420.0,64620.0,45520.0,43620.0,30540.0,36450.0,43940.0,31440.0,57960.0,49360.0,59870.0,44680.0,47090.0,46450.0,37760.0,36370.0,44520.0,58510.0,45250.0,45640.0,43630.0,40070.0,47380.0,40880.0,44800.0,57300.0,40820.0,50830.0,38120.0,44200.0,50250.0,47160.0,22020.0,47160.0,322930.0,2680.0,800.0,7010.0,1390.0,43600.0,10500.0,2850.0,1210.0,1480.0,18070.0,7500.0,990.0,2360.0,19830.0,5360.0,2510.0,4510.0,1990.0,2290.0,1140.0,8650.0,9200.0,6050.0,7010.0,1260.0,5060.0,1420.0,2410.0,3010.0,1500.0,11350.0,1030.0,20140.0,10670.0,680.0,9040.0,2300.0,4800.0,11580.0,990.0,5130.0,950.0,5080.0,19260.0,6830.0,710.0,12100.0,9270.0,500.0,6330.0,560.0,137.0,260.0,66.0
"Evaluate individuals' abilities, needs, and physical conditions, and develop suitable training programs to meet any special requirements.",evaluate individuals abilities needs and physical conditions and develop suitable training programs to meet any special requirements,Develop educational or training programs.,"Develop educational programs, plans, or procedures.",Thinking Creatively,Fitness Trainers and Aerobics Instructors,fitness trainers and aerobics instructors,39-9031.00,Exercise Trainers and Group Fitness Instructors,39-9031,39-9031.00,Recreation and Fitness Workers,Other Personal Care and Service Workers,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.874912508749126,False,2.9040384615384616,4.55,95.24,1.634407083916677,0.7,E2,E0,47160.0,39180.0,46210.0,47980.0,42140.0,57990.0,49900.0,61580.0,44340.0,39210.0,38800.0,47150.0,48290.0,49780.0,46800.0,34960.0,36160.0,35900.0,45280.0,44410.0,47060.0,47420.0,64620.0,45520.0,43620.0,30540.0,36450.0,43940.0,31440.0,57960.0,49360.0,59870.0,44680.0,47090.0,46450.0,37760.0,36370.0,44520.0,58510.0,45250.0,45640.0,43630.0,40070.0,47380.0,40880.0,44800.0,57300.0,40820.0,50830.0,38120.0,44200.0,50250.0,47160.0,22020.0,47160.0,322930.0,2680.0,800.0,7010.0,1390.0,43600.0,10500.0,2850.0,1210.0,1480.0,18070.0,7500.0,990.0,2360.0,19830.0,5360.0,2510.0,4510.0,1990.0,2290.0,1140.0,8650.0,9200.0,6050.0,7010.0,1260.0,5060.0,1420.0,2410.0,3010.0,1500.0,11350.0,1030.0,20140.0,10670.0,680.0,9040.0,2300.0,4800.0,11580.0,990.0,5130.0,950.0,5080.0,19260.0,6830.0,710.0,12100.0,9270.0,500.0,6330.0,560.0,137.0,260.0,66.0
"Evaluate information from documents, such as claim applications, birth or death certificates, or physician or employer records.",evaluate information from documents such as claim applications birth or death certificates or physician or employer records,Evaluate information related to legal matters in public or personal records.,Consult legal materials or public records.,Getting Information,"Arbitrators, Mediators, and Conciliators",arbitrators mediators and conciliators,23-1022.00,"Arbitrators, Mediators, and Conciliators",23-1022,23-1022.00,"Judges, Magistrates, and Other Judicial Workers","Lawyers, Judges, and Related Workers",Legal Occupations,2026-05-31,0.0113071264295034,4.9592,False,0.8397676923076923,3.88,90.0,0.2386454712666187,0.4,E1,E2,75530.0,76810.0,75530.0,82150.0,75530.0,97680.0,82590.0,75530.0,75530.0,110300.0,75530.0,75530.0,75530.0,75530.0,162410.0,57390.0,75530.0,64970.0,75530.0,46100.0,75530.0,58890.0,75530.0,76270.0,75530.0,75530.0,75530.0,64980.0,75530.0,75530.0,75530.0,75530.0,110180.0,70800.0,75320.0,75530.0,68790.0,36780.0,75530.0,67890.0,63770.0,58990.0,75530.0,62140.0,50940.0,75530.0,75530.0,79530.0,75530.0,75530.0,75530.0,75530.0,75530.0,50960.0,75530.0,9210.0,40.0,19.0,160.0,77.0,1072.0,30.0,100.0,29.0,150.0,584.0,288.0,37.0,50.0,80.0,60.0,92.0,40.0,118.0,80.0,38.0,80.0,214.0,190.0,174.0,68.0,70.0,40.0,60.0,91.0,40.0,252.0,40.0,1050.0,100.0,25.0,130.0,100.0,116.0,310.0,29.0,70.0,27.0,50.0,828.0,102.0,18.0,120.0,209.0,41.0,260.0,17.0,4.0,70.0,2.0
"Evaluate instructor performance and the effectiveness of training programs, providing recommendations for improvement.",evaluate instructor performance and the effectiveness of training programs providing recommendations for improvement,Evaluate program effectiveness.,"Evaluate programs, practices, or processes.","Judging the Qualities of Objects, Services, or People",Training and Development Managers,training and development managers,11-3131.00,Training and Development Managers,11-3131,11-3131.00,Training and Development Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0565356321475172,4.733510041798349,False,0.6037926923076923,4.36,100.0,0.177820754566445,0.4,E2,E2,133000.0,128750.0,105430.0,125770.0,101830.0,156260.0,139980.0,145070.0,172340.0,141710.0,118290.0,132120.0,113400.0,128120.0,130610.0,105130.0,108330.0,130330.0,112750.0,107670.0,117170.0,121920.0,133000.0,118630.0,131680.0,88030.0,109250.0,98950.0,105710.0,99110.0,141360.0,160540.0,124290.0,171400.0,126200.0,114020.0,128440.0,104020.0,126570.0,122150.0,116590.0,119460.0,124150.0,121030.0,124280.0,122630.0,124990.0,137520.0,163360.0,133000.0,123640.0,133000.0,133000.0,94310.0,133000.0,48050.0,150.0,80.0,1190.0,210.0,6680.0,850.0,630.0,70.0,210.0,3550.0,1480.0,160.0,190.0,1830.0,690.0,290.0,230.0,460.0,330.0,130.0,1250.0,1117.0,900.0,760.0,200.0,400.0,70.0,440.0,620.0,260.0,1540.0,180.0,3500.0,2020.0,50.0,990.0,400.0,510.0,1480.0,100.0,610.0,50.0,840.0,6190.0,450.0,93.0,1050.0,720.0,120.0,600.0,86.0,20.0,130.0,10.0
"Evaluate instructor performance and the effectiveness of training programs, providing recommendations for improvement.",evaluate instructor performance and the effectiveness of training programs providing recommendations for improvement,"Evaluate training programs, instructors, or materials.","Evaluate programs, practices, or processes.","Judging the Qualities of Objects, Services, or People",Training and Development Managers,training and development managers,11-3131.00,Training and Development Managers,11-3131,11-3131.00,Training and Development Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0565356321475172,4.733510041798349,False,0.6037926923076923,4.36,100.0,0.177820754566445,0.4,E2,E2,133000.0,128750.0,105430.0,125770.0,101830.0,156260.0,139980.0,145070.0,172340.0,141710.0,118290.0,132120.0,113400.0,128120.0,130610.0,105130.0,108330.0,130330.0,112750.0,107670.0,117170.0,121920.0,133000.0,118630.0,131680.0,88030.0,109250.0,98950.0,105710.0,99110.0,141360.0,160540.0,124290.0,171400.0,126200.0,114020.0,128440.0,104020.0,126570.0,122150.0,116590.0,119460.0,124150.0,121030.0,124280.0,122630.0,124990.0,137520.0,163360.0,133000.0,123640.0,133000.0,133000.0,94310.0,133000.0,48050.0,150.0,80.0,1190.0,210.0,6680.0,850.0,630.0,70.0,210.0,3550.0,1480.0,160.0,190.0,1830.0,690.0,290.0,230.0,460.0,330.0,130.0,1250.0,1117.0,900.0,760.0,200.0,400.0,70.0,440.0,620.0,260.0,1540.0,180.0,3500.0,2020.0,50.0,990.0,400.0,510.0,1480.0,100.0,610.0,50.0,840.0,6190.0,450.0,93.0,1050.0,720.0,120.0,600.0,86.0,20.0,130.0,10.0
"Evaluate instructor performance and the effectiveness of training programs, providing recommendations for improvement.",evaluate instructor performance and the effectiveness of training programs providing recommendations for improvement,Evaluate employee performance.,Evaluate personnel capabilities or performance.,"Judging the Qualities of Objects, Services, or People",Training and Development Managers,training and development managers,11-3131.00,Training and Development Managers,11-3131,11-3131.00,Training and Development Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0565356321475172,4.733510041798349,False,0.6037926923076923,4.36,100.0,0.177820754566445,0.4,E2,E2,133000.0,128750.0,105430.0,125770.0,101830.0,156260.0,139980.0,145070.0,172340.0,141710.0,118290.0,132120.0,113400.0,128120.0,130610.0,105130.0,108330.0,130330.0,112750.0,107670.0,117170.0,121920.0,133000.0,118630.0,131680.0,88030.0,109250.0,98950.0,105710.0,99110.0,141360.0,160540.0,124290.0,171400.0,126200.0,114020.0,128440.0,104020.0,126570.0,122150.0,116590.0,119460.0,124150.0,121030.0,124280.0,122630.0,124990.0,137520.0,163360.0,133000.0,123640.0,133000.0,133000.0,94310.0,133000.0,48050.0,150.0,80.0,1190.0,210.0,6680.0,850.0,630.0,70.0,210.0,3550.0,1480.0,160.0,190.0,1830.0,690.0,290.0,230.0,460.0,330.0,130.0,1250.0,1117.0,900.0,760.0,200.0,400.0,70.0,440.0,620.0,260.0,1540.0,180.0,3500.0,2020.0,50.0,990.0,400.0,510.0,1480.0,100.0,610.0,50.0,840.0,6190.0,450.0,93.0,1050.0,720.0,120.0,600.0,86.0,20.0,130.0,10.0
Evaluate label information for accuracy and conformance to regulatory requirements.,evaluate label information for accuracy and conformance to regulatory requirements,Examine product information to ensure compliance with regulations.,Examine materials or documentation for accuracy or compliance.,Evaluating Information to Determine Compliance with Standards,Environmental Compliance Inspectors,environmental compliance inspectors,13-1041.01,Environmental Compliance Inspectors,13-1041,13-1041.01,Compliance Officers,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.703329667033296,False,0.9960634615384616,3.75,60.0,0.2253762286458479,0.3658549964925192,E1,E1,80730.0,72990.0,76430.0,74920.0,64680.0,96980.0,82450.0,91810.0,91050.0,111030.0,74920.0,70200.0,82590.0,75450.0,80550.0,78770.0,75620.0,69740.0,69240.0,70290.0,83740.0,84720.0,102060.0,77390.0,85920.0,67450.0,67270.0,66660.0,73920.0,78290.0,82800.0,100000.0,67990.0,90080.0,78500.0,79440.0,75030.0,63000.0,82990.0,85580.0,87620.0,75460.0,72630.0,63960.0,75370.0,67370.0,90420.0,80380.0,88790.0,64270.0,78800.0,79890.0,71930.0,48950.0,67990.0,37383.0,2028.0,920.0,6685.0,1678.0,26825.0,4163.0,3610.0,1156.0,2356.0,15962.0,7739.0,683.0,893.0,5728.0,2754.0,1968.0,1915.0,2345.0,2135.0,963.0,5432.0,7094.0,5227.0,3302.0,925.0,3765.0,796.0,1866.0,2366.0,930.0,7158.0,1291.0,12638.0,6088.0,990.0,6045.0,2275.0,2883.0,10654.0,970.0,2560.0,608.0,7990.0,23072.0,2022.0,1054.0,8169.0,5986.0,925.0,3071.0,312.0,140.0,2942.0,230.0
Evaluate manufactured products according to specifications and quality standards.,evaluate manufactured products according to specifications and quality standards,Assess product or process usefulness.,"Evaluate the characteristics, usefulness, or performance of products or technologies.","Judging the Qualities of Objects, Services, or People",Manufacturing Engineers,manufacturing engineers,17-2199.04,Manufacturing Engineers,17-2112,17-2112.03,"Industrial Engineers, Including Health and Safety",Engineers,Architecture and Engineering Occupations,2026-05-31,0.5992777007636833,4.89034911717496,True,0.4560492307692307,3.62,88.0,0.0609335175736961,0.2,E2,E2,102440.0,99880.0,156510.0,108280.0,98410.0,124600.0,109750.0,104160.0,120190.0,103300.0,101610.0,100100.0,123800.0,100840.0,100540.0,97480.0,97690.0,99830.0,96820.0,122920.0,101030.0,119930.0,109420.0,101680.0,102660.0,95830.0,99290.0,104430.0,98170.0,102090.0,101310.0,103840.0,128090.0,102640.0,99310.0,96940.0,100060.0,97510.0,128290.0,99560.0,109350.0,101060.0,93200.0,99080.0,104560.0,103940.0,103010.0,102550.0,129050.0,108360.0,96980.0,122070.0,102440.0,81820.0,102440.0,63713.0,5331.0,153.0,5240.0,1192.0,22772.0,3623.0,4195.0,571.0,111.0,9790.0,6229.0,35.0,927.0,12989.0,8139.0,2509.0,2404.0,4230.0,1192.0,718.0,2718.0,7992.0,21594.0,12250.0,1707.0,3533.0,272.0,808.0,1094.0,1352.0,4787.0,794.0,8229.0,8069.0,418.0,16361.0,1512.0,4048.0,9184.0,690.0,5547.0,578.0,5184.0,21587.0,3846.0,307.0,3888.0,4271.0,592.0,9107.0,167.0,27.0,1916.0,13.0
Evaluate marketing or sales alternatives for products.,evaluate marketing or sales alternatives for products,Develop marketing plans or strategies.,Develop business or marketing plans.,Thinking Creatively,"Farmers, Ranchers, and Other Agricultural Managers",farmers ranchers and other agricultural managers,11-9013.00,"Farmers, Ranchers, and Other Agricultural Managers",11-9013,11-9013.00,"Farmers, Ranchers, and Other Agricultural Managers",Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.572845312340251,False,0.7271317307692308,3.859,84.1375,0.2333333333333333,0.9129730224168862,E2,E2,89900.0,89900.0,89900.0,89900.0,63920.0,109140.0,89900.0,89900.0,89900.0,89900.0,87080.0,95900.0,68750.0,81010.0,99440.0,83100.0,77930.0,102490.0,74640.0,89900.0,89900.0,67600.0,89900.0,82620.0,65900.0,95210.0,77650.0,110250.0,111460.0,89900.0,89900.0,86380.0,89900.0,89370.0,80540.0,89900.0,65990.0,69050.0,81560.0,76040.0,89900.0,89900.0,89900.0,89900.0,85990.0,89900.0,89900.0,66780.0,103240.0,62740.0,86320.0,89900.0,89900.0,89900.0,89900.0,6500.0,88.0,14.0,135.0,50.0,1650.0,119.0,70.0,20.0,29.0,320.0,50.0,80.0,250.0,120.0,90.0,180.0,40.0,110.0,80.0,27.0,140.0,151.0,270.0,160.0,80.0,60.0,30.0,200.0,64.0,28.0,178.0,36.0,130.0,250.0,18.0,100.0,80.0,190.0,80.0,21.0,40.0,19.0,136.0,610.0,72.0,13.0,50.0,140.0,50.0,30.0,12.0,3.0,39.0,1.0
"Evaluate new and existing programming to assess suitability and the need for changes, using information such as audience surveys and feedback.",evaluate new and existing programming to assess suitability and the need for changes using information such as audience surveys and feedback,Determine presentation subjects or content.,"Develop news, entertainment, or artistic content.",Thinking Creatively,Program Directors,program directors,27-2012.03,Media Programming Directors,27-2012,27-2012.03,"Actors, Producers, and Directors","Entertainers and Performers, Sports and Related Workers","Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.704529405830727,False,0.4052011538461538,3.58,76.37,0.1789159305398264,0.7,E1,E2,90360.0,63340.0,54060.0,67320.0,38820.0,129790.0,78060.0,88260.0,72650.0,104270.0,79920.0,79950.0,66190.0,61150.0,81080.0,59870.0,58550.0,60600.0,54550.0,62920.0,71320.0,79350.0,80970.0,65720.0,76360.0,48100.0,66460.0,52580.0,52580.0,78480.0,61560.0,119840.0,90360.0,107550.0,63700.0,57870.0,69350.0,61600.0,87460.0,75460.0,84250.0,56030.0,60260.0,73020.0,71710.0,76350.0,55660.0,65900.0,81550.0,46660.0,66390.0,60420.0,90360.0,48820.0,90360.0,47706.66666666666,1001.0,154.0,1655.0,674.0,32824.0,1886.0,2117.0,144.0,2540.0,6890.0,4821.0,491.0,366.0,3050.0,1424.0,693.0,404.0,914.0,847.0,385.0,1549.0,3310.0,2223.0,1338.0,375.0,1569.0,375.0,452.0,1569.0,289.0,2858.0,500.0,26934.0,3368.0,164.0,1549.0,741.0,1578.0,4042.0,539.0,1145.0,164.0,2810.0,6361.0,1607.0,279.0,2714.0,2184.0,221.0,1540.0,125.0,19.0,250.0,10.0
Evaluate new blockchain technologies and vendor products.,evaluate new blockchain technologies and vendor products,Evaluate new technologies or methods.,"Evaluate the characteristics, usefulness, or performance of products or technologies.","Judging the Qualities of Objects, Services, or People","Computer Occupations, All Other",computer occupations all other,15-1199.00,Blockchain Engineers,15-1299,15-1299.07,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.9286,False,0.1554527564102564,3.7183333333333337,93.325,0.1372475240297837,0.7014699335212901,E2,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,17371.0,630.0,170.0,5510.0,268.0,19188.0,2825.0,742.0,860.0,4118.0,13710.0,4939.0,498.0,249.0,2672.0,800.0,922.0,321.0,1850.0,1202.0,900.0,4563.0,1477.0,1781.0,1001.0,347.0,14340.0,129.0,546.0,625.0,232.0,2875.0,395.0,11460.0,3612.0,175.0,6150.0,795.0,587.0,14580.0,199.0,1029.0,240.0,2617.0,13650.0,1599.0,316.0,4070.0,3438.0,809.0,1120.0,41.0,67.0,211.0,10.0
Evaluate new emerging media or technologies and make recommendations for their application within Internet marketing or search marketing campaigns.,evaluate new emerging media or technologies and make recommendations for their application within internet marketing or search marketing campaigns,Evaluate utility of software or hardware technologies.,"Evaluate the characteristics, usefulness, or performance of products or technologies.","Judging the Qualities of Objects, Services, or People",Search Marketing Strategists,search marketing strategists,15-1199.10,Search Marketing Strategists,13-1161,13-1161.01,Market Research Analysts and Marketing Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.622554429617739,False,0.2706515384615384,3.48,100.0,0.1420284087483392,0.7999999999999999,E2,E2,78760.0,59530.0,66710.0,71940.0,65430.0,94700.0,93050.0,77740.0,101270.0,98090.0,75450.0,75850.0,59390.0,60970.0,79120.0,63700.0,66390.0,70430.0,61480.0,59690.0,71980.0,76370.0,101810.0,66780.0,87510.0,56640.0,70140.0,68080.0,60000.0,71840.0,64570.0,88190.0,61950.0,98580.0,78410.0,61580.0,72790.0,61940.0,79150.0,68760.0,86240.0,69440.0,63490.0,69790.0,72520.0,62630.0,74880.0,76980.0,95120.0,52340.0,64800.0,60990.0,42240.0,39330.0,59990.0,449790.0,9503.0,646.0,17952.0,7079.0,134863.0,31578.0,11247.0,3570.0000000000005,7181.0,60770.0,27810.0,1824.0,4281.0,45940.0,14400.0,10058.0,8089.999999999999,7124.0,6071.0,2707.0,15370.0,44977.0,27432.0,24103.0,2968.0,16865.0,1654.0,4281.0,6547.0,4757.0,26039.0,1824.0,91177.0,30700.0,1756.0,31000.0,7498.0,12810.0,31040.0,3636.0,13501.0,1733.0,14770.0,71753.0,14510.0,860.0000000000001,29007.0,27704.0,1869.0,17669.0,963.0,91.0,2741.0,102.0
Evaluate new emerging media or technologies and make recommendations for their application within Internet marketing or search marketing campaigns.,evaluate new emerging media or technologies and make recommendations for their application within internet marketing or search marketing campaigns,Recommend changes to improve computer or information systems.,Advise others on the design or use of technologies.,Providing Consultation and Advice to Others,Search Marketing Strategists,search marketing strategists,15-1199.10,Search Marketing Strategists,13-1161,13-1161.01,Market Research Analysts and Marketing Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.622554429617739,False,0.2706515384615384,3.48,100.0,0.1420284087483392,0.7999999999999999,E2,E2,78760.0,59530.0,66710.0,71940.0,65430.0,94700.0,93050.0,77740.0,101270.0,98090.0,75450.0,75850.0,59390.0,60970.0,79120.0,63700.0,66390.0,70430.0,61480.0,59690.0,71980.0,76370.0,101810.0,66780.0,87510.0,56640.0,70140.0,68080.0,60000.0,71840.0,64570.0,88190.0,61950.0,98580.0,78410.0,61580.0,72790.0,61940.0,79150.0,68760.0,86240.0,69440.0,63490.0,69790.0,72520.0,62630.0,74880.0,76980.0,95120.0,52340.0,64800.0,60990.0,42240.0,39330.0,59990.0,449790.0,9503.0,646.0,17952.0,7079.0,134863.0,31578.0,11247.0,3570.0000000000005,7181.0,60770.0,27810.0,1824.0,4281.0,45940.0,14400.0,10058.0,8089.999999999999,7124.0,6071.0,2707.0,15370.0,44977.0,27432.0,24103.0,2968.0,16865.0,1654.0,4281.0,6547.0,4757.0,26039.0,1824.0,91177.0,30700.0,1756.0,31000.0,7498.0,12810.0,31040.0,3636.0,13501.0,1733.0,14770.0,71753.0,14510.0,860.0000000000001,29007.0,27704.0,1869.0,17669.0,963.0,91.0,2741.0,102.0
Evaluate new products for usefulness and suitability.,evaluate new products for usefulness and suitability,Evaluate quality of materials or products.,Evaluate production inputs or outputs.,"Judging the Qualities of Objects, Services, or People",First-Line Supervisors of Food Preparation and Serving Workers,firstline supervisors of food preparation and serving workers,35-1012.00,First-Line Supervisors of Food Preparation and Serving Workers,35-1012,35-1012.00,Supervisors of Food Preparation and Serving Workers,Supervisors of Food Preparation and Serving Workers,Food Preparation and Serving Related Occupations,2026-05-31,0.0452285057180138,4.766573202483477,True,1.38922,3.42,81.88,0.1002754189951886,0.1,E0,E2,44080.0,37110.0,46570.0,40550.0,33800.0,46980.0,50550.0,52940.0,48120.0,57170.0,44470.0,38600.0,48880.0,38190.0,39470.0,44880.0,38760.0,38220.0,35810.0,35800.0,47990.0,42450.0,46600.0,37940.0,45270.0,36530.0,37400.0,44010.0,39230.0,44030.0,49710.0,48420.0,39310.0,47190.0,45010.0,44720.0,37340.0,35420.0,46950.0,43050.0,48400.0,38520.0,40640.0,40500.0,36480.0,38750.0,49820.0,45550.0,59400.0,33070.0,39670.0,36820.0,27310.0,28420.0,39260.0,1223240.0,19180.0,2390.0,21450.0,11200.0,130190.0,25510.0,10770.0,4030.0,2830.0,91500.0,48420.0,7330.0,7440.0,41030.0,23500.0,11400.0,10520.0,18010.0,16680.0,3740.0,20150.0,23220.0,32890.0,20760.0,10480.0,21650.0,4650.0,7840.0,14230.0,3840.0,27750.0,6540.0,65580.0,39750.0,2780.0,51990.0,18900.0,16880.0,35560.0,3320.0,20120.0,2920.0,29100.0,137930.0,13670.0,1970.0,30640.0,20700.0,6390.0,21240.0,2680.0,640.0,6960.0,340.0
Evaluate new technologies to enhance or complement current research.,evaluate new technologies to enhance or complement current research,Evaluate new technologies or methods.,"Evaluate the characteristics, usefulness, or performance of products or technologies.","Judging the Qualities of Objects, Services, or People",Molecular and Cellular Biologists,molecular and cellular biologists,19-1029.02,Molecular and Cellular Biologists,19-1029,19-1029.02,Biological Scientists,Life Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.0226142528590069,4.837386934673368,False,0.197165,4.08,100.0,0.0956629933333333,0.7,E2,E2,98920.0,87260.0,106870.0,90290.0,76400.0,113530.0,93970.0,111940.0,113400.0,84590.0,83780.0,96820.0,95600.0,83320.0,82640.0,84570.0,82720.0,76400.0,79400.0,69590.0,104570.0,121680.0,107100.0,81540.0,76400.0,91170.0,63290.0,91560.0,82770.0,74210.0,83740.0,104750.0,84120.0,104120.0,100070.0,98920.0,95560.0,79950.0,86260.0,100780.0,101750.0,91560.0,73920.0,80500.0,80870.0,93250.0,77960.0,96030.0,108110.0,84590.0,78480.0,91560.0,78850.0,76400.0,98920.0,11472.0,210.0,228.0,468.0,222.0,7321.0,524.0,105.0,36.0,524.0,1183.0,758.0,228.0,265.0,801.0,394.0,339.0,468.0,160.0,357.0,210.0,3063.0,1805.0,530.0,462.0,197.0,690.0,339.0,148.0,253.0,191.0,333.0,259.0,1553.0,1713.0,31.0,376.0,185.0,431.0,1115.0,62.0,148.0,105.0,259.0,1528.0,364.0,55.0,1017.0,1614.0,142.0,456.0,105.0,31.0,160.0,2.0
Evaluate new testing and sampling methodologies or technologies to determine usefulness.,evaluate new testing and sampling methodologies or technologies to determine usefulness,Evaluate new technologies or methods.,"Evaluate the characteristics, usefulness, or performance of products or technologies.","Judging the Qualities of Objects, Services, or People",Quality Control Systems Managers,quality control systems managers,11-3051.01,Quality Control Systems Managers,11-3051,11-3051.01,Industrial Production Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.7765,False,0.2887223076923076,3.27,88.63,0.1675444785079337,0.7999999999999999,E2,E2,126060.0,122520.0,113280.0,124810.0,118120.0,132620.0,141020.0,134780.0,153000.0,124420.0,119870.0,127820.0,124650.0,107340.0,127270.0,121500.0,106510.0,125750.0,112250.0,133210.0,124810.0,132540.0,148050.0,120660.0,123580.0,118660.0,117660.0,120690.0,107200.0,112270.0,146590.0,147260.0,124670.0,130470.0,125940.0,116050.0,109340.0,120570.0,119420.0,109140.0,124120.0,126880.0,107490.0,119430.0,130890.0,115290.0,114150.0,128230.0,145210.0,111760.0,126060.0,151490.0,100470.0,129740.0,126060.0,72122.0,3181.0,360.0,3189.0,2249.0,22080.0,1520.0,2952.0,325.0,44.0,8330.0,4841.0,114.0,1063.0,10166.0,8259.0,3181.0,2126.0,5650.0,2355.0,703.0,2179.0,3928.0,12582.0,4463.0,2012.0,3611.0,237.0,1898.0,1423.0,1353.0,5957.0,589.0,5825.0,8470.0,431.0,12556.0,1880.0,2768.0,8962.0,826.0,5615.0,633.0,5544.0,18627.0,2276.0,422.0,2258.0,4182.0,879.0,1355.0,343.0,35.0,923.0,15.0
Evaluate or recommend software for testing or bug tracking.,evaluate or recommend software for testing or bug tracking,Evaluate utility of software or hardware technologies.,"Evaluate the characteristics, usefulness, or performance of products or technologies.","Judging the Qualities of Objects, Services, or People","Software Developers, Applications",software developers applications,15-1132.00,Software Quality Assurance Analysts and Testers,15-1253,15-1253.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.81391110661132,False,0.0862734615384615,3.25,94.12,0.0062651725087525,0.1,E2,E1,114549.41176470587,108307.0588235294,114549.41176470587,110045.29411764706,111294.89619377164,143515.58823529413,128445.88235294116,109510.0,114782.35294117648,114191.17647058824,110165.0,112089.11764705884,109759.70588235294,120062.54325259516,113710.0,93134.70588235294,97098.82352941176,100614.41176470587,88776.76470588235,78453.82352941176,98043.23529411764,120022.9411764706,136121.76470588235,107406.76470588236,110872.0588235294,84885.29411764706,98662.0588235294,109772.9411764706,102180.29411764706,119163.13148788927,117653.5294117647,124798.5294117647,119148.82352941176,135779.41176470587,111493.5294117647,90934.11764705884,103205.58823529413,90770.58823529413,119530.58823529413,103874.70588235294,111107.64705882352,107836.76470588236,77240.29411764706,101195.58823529413,111652.9411764706,97212.0588235294,92335.88235294116,126400.88235294116,140793.5294117647,81291.17647058824,100160.58823529413,114750.1903114187,114549.41176470587,67413.23529411765,114549.41176470587,672406.1764705882,6836.176470588235,1117.8529411764705,14941.764705882351,5745.588235294118,110753.52941176471,17472.05882352941,5204.117647058823,1445.2941176470588,2494.1176470588234,35416.17647058824,20889.117647058825,2341.4117647058824,2239.1176470588234,22635.29411764706,5660.588235294117,3601.176470588235,5164.705882352941,3080.2941176470586,1624.4117647058824,1166.470588235294,14120.294117647058,20082.647058823528,16414.70588235294,13390.588235294115,845.0000000000001,8459.117647058823,800.2941176470589,3187.6470588235293,2321.470588235294,4027.941176470588,21115.29411764706,1585.5882352941176,43799.70588235294,24930.58823529412,604.4117647058824,17467.35294117647,3321.7647058823527,8307.35294117647,21156.17647058824,1910.8823529411768,5457.352941176471,918.8235294117646,7191.764705882353,66272.05882352941,12092.35294117647,677.9411764705883,35434.117647058825,40018.82352941176,1121.1764705882351,9600.882352941177,1304.3529411764705,286.0,836.1764705882354,138.0
Evaluate or recommend software for testing or bug tracking.,evaluate or recommend software for testing or bug tracking,Recommend changes to improve computer or information systems.,Advise others on the design or use of technologies.,Providing Consultation and Advice to Others,"Software Developers, Applications",software developers applications,15-1132.00,Software Quality Assurance Analysts and Testers,15-1253,15-1253.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.81391110661132,False,0.0862734615384615,3.25,94.12,0.0062651725087525,0.1,E2,E1,114549.41176470587,108307.0588235294,114549.41176470587,110045.29411764706,111294.89619377164,143515.58823529413,128445.88235294116,109510.0,114782.35294117648,114191.17647058824,110165.0,112089.11764705884,109759.70588235294,120062.54325259516,113710.0,93134.70588235294,97098.82352941176,100614.41176470587,88776.76470588235,78453.82352941176,98043.23529411764,120022.9411764706,136121.76470588235,107406.76470588236,110872.0588235294,84885.29411764706,98662.0588235294,109772.9411764706,102180.29411764706,119163.13148788927,117653.5294117647,124798.5294117647,119148.82352941176,135779.41176470587,111493.5294117647,90934.11764705884,103205.58823529413,90770.58823529413,119530.58823529413,103874.70588235294,111107.64705882352,107836.76470588236,77240.29411764706,101195.58823529413,111652.9411764706,97212.0588235294,92335.88235294116,126400.88235294116,140793.5294117647,81291.17647058824,100160.58823529413,114750.1903114187,114549.41176470587,67413.23529411765,114549.41176470587,672406.1764705882,6836.176470588235,1117.8529411764705,14941.764705882351,5745.588235294118,110753.52941176471,17472.05882352941,5204.117647058823,1445.2941176470588,2494.1176470588234,35416.17647058824,20889.117647058825,2341.4117647058824,2239.1176470588234,22635.29411764706,5660.588235294117,3601.176470588235,5164.705882352941,3080.2941176470586,1624.4117647058824,1166.470588235294,14120.294117647058,20082.647058823528,16414.70588235294,13390.588235294115,845.0000000000001,8459.117647058823,800.2941176470589,3187.6470588235293,2321.470588235294,4027.941176470588,21115.29411764706,1585.5882352941176,43799.70588235294,24930.58823529412,604.4117647058824,17467.35294117647,3321.7647058823527,8307.35294117647,21156.17647058824,1910.8823529411768,5457.352941176471,918.8235294117646,7191.764705882353,66272.05882352941,12092.35294117647,677.9411764705883,35434.117647058825,40018.82352941176,1121.1764705882351,9600.882352941177,1304.3529411764705,286.0,836.1764705882354,138.0
Evaluate patients' behavior to formulate diagnoses or assess treatments.,evaluate patients behavior to formulate diagnoses or assess treatments,Analyze patient data to determine patient needs or treatment goals.,Analyze health or medical data.,Analyzing Data or Information,Advanced Practice Psychiatric Nurses,advanced practice psychiatric nurses,29-1141.02,Advanced Practice Psychiatric Nurses,29-1141,29-1141.02,Registered Nurses,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.958528784648188,False,6.0002,4.83,100.0,0.5130600000000001,0.1,E2,E2,97550.0,77080.0,109480.0,99500.0,78940.0,140270.0,100260.0,102740.0,99520.0,102540.0,84190.0,93550.0,136320.0,92460.0,95990.0,83500.0,78630.0,79320.0,81040.0,80230.0,86990.0,99790.0,104550.0,94300.0,101510.0,77090.0,81780.0,85280.0,84730.0,103670.0,99700.0,106500.0,94340.0,109440.0,84350.0,80730.0,82510.0,82920.0,129010.0,96430.0,100640.0,82360.0,78060.0,81500.0,95970.0,84600.0,97460.0,93600.0,124200.0,80130.0,95530.0,83760.0,97550.0,39880.0,84120.0,1062236.0,85394.0,11802.0,114954.0,46202.0,532639.0,85630.0,63032.0,22457.0,17978.0,361347.0,158641.0,20335.0,26527.0,218295.0,108401.0,54091.0,53116.0,79046.0,76956.0,25992.0,83147.0,138605.0,164927.0,110177.0,45667.0,119920.0,17208.0,38847.0,42540.0,24185.0,145645.0,28255.0,323427.0,174623.0,17821.0,225870.0,60141.0,62435.0,230254.0,15856.0,78181.0,23117.0,113461.0,426470.0,43090.0,11645.0,121774.0,108841.0,36820.0,106955.0,8376.0,1084.0,33425.0,739.0
Evaluate patients' vital signs or laboratory data to determine emergency intervention needs and priority of treatment.,evaluate patients vital signs or laboratory data to determine emergency intervention needs and priority of treatment,Analyze patient data to determine patient needs or treatment goals.,Analyze health or medical data.,Analyzing Data or Information,"Physicians and Surgeons, All Other",physicians and surgeons all other,29-1069.00,Emergency Medicine Physicians,29-1214,29-1214.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.929033562474728,False,7.8335,5.0,100.0,0.6519031362547267,0.3875283115804566,E2,E2,409608.4615384616,460318.4023668639,432768.5207100592,409608.4615384616,409608.4615384616,306224.5562130178,409608.4615384616,451247.6923076923,409608.4615384616,360388.5207100592,301876.1538461539,399499.2307692308,409608.4615384616,308281.5976331361,459566.0946745562,458673.8461538461,361674.6153846154,409608.4615384616,348831.53846153844,409608.4615384616,409608.4615384616,398824.6153846154,380866.21301775146,418346.1538461539,399556.21301775146,325259.2899408284,544798.4615384615,409608.4615384616,498535.3846153846,409608.4615384616,409608.4615384616,302047.6923076923,407196.9822485207,389543.8461538461,371776.9822485207,400606.21301775146,435993.8461538461,376725.4437869822,409608.4615384616,487844.5562130178,458674.6153846154,373182.3668639053,401133.9053254438,502133.7869822485,359900.76923076925,264633.90532544383,421030.0591715976,433535.325443787,508005.3846153846,453558.5207100592,514364.5562130178,409608.4615384616,409608.4615384616,409608.4615384616,409608.4615384616,25684.615384615383,108.46153846153848,126.76923076923076,489.5384615384616,131.07692307692307,2670.7692307692305,512.3076923076924,400.7692307692308,84.61538461538461,117.6923076923077,1533.8461538461538,962.6153846153846,82.3076923076923,269.6923076923077,813.8461538461538,694.6153846153846,202.30769230769232,236.0,485.2307692307692,399.38461538461536,220.00000000000003,505.2307692307692,714.6153846153846,646.9230769230769,726.9230769230769,265.38461538461536,328.76923076923083,114.15384615384616,288.46153846153845,255.00000000000003,254.6153846153846,593.6923076923077,224.6153846153846,3186.1538461538457,520.7692307692307,99.23076923076924,980.7692307692308,161.53846153846155,548.4615384615385,602.3076923076924,183.84615384615384,140.0,126.15384615384616,548.1538461538462,1366.1538461538462,204.61538461538464,102.3076923076923,869.2307692307693,406.2307692307692,214.6153846153846,770.7692307692307,38.61538461538461,11.0,110.6153846153846,5.0
"Evaluate processes and technologies, and suggest revisions to increase productivity and efficiency.",evaluate processes and technologies and suggest revisions to increase productivity and efficiency,Evaluate utility of software or hardware technologies.,"Evaluate the characteristics, usefulness, or performance of products or technologies.","Judging the Qualities of Objects, Services, or People",Clinical Data Managers,clinical data managers,15-2041.02,Clinical Data Managers,15-2051,15-2051.02,Data Scientists,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.264775171566117,False,0.3188461538461539,3.7,100.0,0.2740034492079786,1.059867005672884,E0,E2,120230.0,103120.0,84110.0,107240.0,109390.0,141590.0,117400.0,126340.0,120230.0,126490.0,115820.0,104340.0,102130.0,89380.0,106560.0,91470.0,95830.0,98130.0,91760.0,78760.0,90880.0,136370.0,131750.0,100590.0,128800.0,69490.0,97090.0,100490.0,98230.0,98540.0,100620.0,135280.0,95850.0,130460.0,119090.0,81900.0,102630.0,86310.0,125990.0,106850.0,102440.0,91990.0,96150.0,100330.0,122090.0,108090.0,127070.0,126430.0,163350.0,85090.0,106680.0,120230.0,120230.0,80350.0,120230.0,117012.0,2327.0,308.0,6099.0,709.0,52581.0,8400.0,2354.0,1030.0,3585.0,13697.0,12386.0,401.0,1806.0,14071.0,4789.0,3076.0,655.0,2060.0,1739.0,1618.0,4468.0,12600.0,9845.0,5377.0,589.0,6327.0,294.0,2648.0,2247.0,1471.0,8601.0,749.0,32062.0,15289.0,281.0,8159.0,2541.0,2862.0,18472.0,1552.0,3750.000000000001,294.0,3732.0,34590.0,5832.0,200.00000000000003,11931.0,12841.0,522.0,5845.0,210.0,49.0,100.0,24.0
"Evaluate processes and technologies, and suggest revisions to increase productivity and efficiency.",evaluate processes and technologies and suggest revisions to increase productivity and efficiency,Recommend changes to improve computer or information systems.,Advise others on the design or use of technologies.,Providing Consultation and Advice to Others,Clinical Data Managers,clinical data managers,15-2041.02,Clinical Data Managers,15-2051,15-2051.02,Data Scientists,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.264775171566117,False,0.3188461538461539,3.7,100.0,0.2740034492079786,1.059867005672884,E0,E2,120230.0,103120.0,84110.0,107240.0,109390.0,141590.0,117400.0,126340.0,120230.0,126490.0,115820.0,104340.0,102130.0,89380.0,106560.0,91470.0,95830.0,98130.0,91760.0,78760.0,90880.0,136370.0,131750.0,100590.0,128800.0,69490.0,97090.0,100490.0,98230.0,98540.0,100620.0,135280.0,95850.0,130460.0,119090.0,81900.0,102630.0,86310.0,125990.0,106850.0,102440.0,91990.0,96150.0,100330.0,122090.0,108090.0,127070.0,126430.0,163350.0,85090.0,106680.0,120230.0,120230.0,80350.0,120230.0,117012.0,2327.0,308.0,6099.0,709.0,52581.0,8400.0,2354.0,1030.0,3585.0,13697.0,12386.0,401.0,1806.0,14071.0,4789.0,3076.0,655.0,2060.0,1739.0,1618.0,4468.0,12600.0,9845.0,5377.0,589.0,6327.0,294.0,2648.0,2247.0,1471.0,8601.0,749.0,32062.0,15289.0,281.0,8159.0,2541.0,2862.0,18472.0,1552.0,3750.000000000001,294.0,3732.0,34590.0,5832.0,200.00000000000003,11931.0,12841.0,522.0,5845.0,210.0,49.0,100.0,24.0
"Evaluate product data or design from inspections or reports for conformance to engineering principles, customer requirements, environmental regulations, or quality standards.",evaluate product data or design from inspections or reports for conformance to engineering principles customer requirements environmental regulations or quality standards,Evaluate designs or specifications to ensure quality.,"Evaluate designs, specifications, or other technical data.",Analyzing Data or Information,Aerospace Engineers,aerospace engineers,17-2011.00,Aerospace Engineers,17-2011,17-2011.00,Aerospace Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.3165995400260968,4.766573202483477,False,0.4936969230769231,3.78,84.65,0.0848568111602139,0.3,E2,E2,134960.0,127540.0,101710.0,123170.0,102040.0,157620.0,156190.0,129500.0,134960.0,157600.0,129280.0,140460.0,137240.0,95700.0,108940.0,107400.0,134960.0,130330.0,126130.0,136970.0,134960.0,156750.0,149470.0,128960.0,159060.0,109200.0,130680.0,134960.0,135670.0,96730.0,134960.0,126430.0,132850.0,130330.0,122930.0,134960.0,138440.0,125470.0,124630.0,133940.0,134960.0,137030.0,134960.0,128510.0,130270.0,135840.0,144400.0,143210.0,158370.0,134960.0,88400.0,134960.0,134960.0,134960.0,134960.0,67710.0,5820.0,100.0,3110.0,180.0,9170.0,4070.0,1160.0,210.0,290.0,3250.0,2230.0,40.0,190.0,200.0,440.0,40.0,1730.0,290.0,90.0,277.0,3180.0,990.0,1905.0,140.0,90.0,650.0,221.0,130.0,270.0,40.0,3400.0,570.0,560.0,650.0,186.0,3710.0,1090.0,250.0,990.0,217.0,650.0,198.0,610.0,6750.0,1010.0,100.0,2540.0,5760.0,303.0,120.0,121.0,29.0,406.0,14.0
Evaluate project plans and proposals to assess feasibility issues.,evaluate project plans and proposals to assess feasibility issues,Evaluate project designs to determine adequacy or feasibility.,Evaluate project feasibility.,"Judging the Qualities of Objects, Services, or People",Computer and Information Research Scientists,computer and information research scientists,15-1111.00,Computer and Information Research Scientists,15-1221,15-1221.00,Computer and Information Research Scientists,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.749520250479749,False,0.431181923076923,3.46,83.23,0.0584716341212744,0.2,E1,E2,140300.0,117870.0,140300.0,129760.0,140300.0,159100.0,133160.0,131650.0,140300.0,144190.0,119810.0,92250.0,134350.0,140300.0,136540.0,85460.0,140300.0,140300.0,140300.0,115210.0,140300.0,145310.0,170510.0,82590.0,135850.0,109050.0,127820.0,140300.0,140300.0,134310.0,136160.0,140840.0,165690.0,181990.0,128370.0,140300.0,135510.0,93100.0,206220.0,130300.0,121470.0,126980.0,140300.0,108830.0,121210.0,94700.0,140300.0,157390.0,202400.0,140300.0,140300.0,140300.0,140300.0,140300.0,140300.0,37200.0,570.0,77.0,360.0,310.0,8440.0,400.0,403.0,115.0,330.0,1070.0,810.0,70.0,70.0,630.0,720.0,371.0,342.0,475.0,140.0,152.0,2870.0,1760.0,530.0,30.0,300.0,230.0,122.0,243.0,80.0,90.0,1580.0,490.0,1950.0,600.0,102.0,280.0,590.0,730.0,330.0,500.0,430.0,109.0,779.0,1960.0,1250.0,72.0,3590.0,2050.0,167.0,699.0,67.0,16.0,223.0,8.0
"Evaluate project work to ensure effectiveness, technical adequacy, or compatibility in the resolution of complex electronics engineering problems.",evaluate project work to ensure effectiveness technical adequacy or compatibility in the resolution of complex electronics engineering problems,Evaluate characteristics of equipment or systems.,"Evaluate the characteristics, usefulness, or performance of products or technologies.","Judging the Qualities of Objects, Services, or People","Electronics Engineers, Except Computer",electronics engineers except computer,17-2072.00,"Electronics Engineers, Except Computer",17-2072,17-2072.00,Electrical and Electronics Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0113071264295034,4.9097,False,0.8035173076923077,3.96,89.28,0.4602436053997452,0.7999999999999999,E0,E2,130220.0,120720.0,106810.0,118120.0,109830.0,160520.0,127010.0,106040.0,130220.0,157040.0,116860.0,123010.0,126690.0,102770.0,129390.0,112200.0,81330.0,103740.0,101860.0,100390.0,127490.0,155650.0,138230.0,127200.0,112390.0,112400.0,117630.0,93380.0,91140.0,116180.0,105190.0,158730.0,136990.0,119180.0,115920.0,104860.0,118830.0,109120.0,124400.0,121260.0,136360.0,113720.0,84150.0,122920.0,132220.0,128430.0,86180.0,119990.0,130270.0,120170.0,93710.0,95910.0,130220.0,81790.0,130220.0,68093.0,2727.0,253.0,2951.0,211.0,29275.0,8545.0,1588.0,211.0,562.0,7421.0,3696.0,436.0,703.0,1349.0,1996.0,492.0,1082.0,1209.0,632.0,278.0,4764.0,8306.0,4160.0,1687.0,225.0,1040.0,197.0,351.0,506.0,450.0,2558.0,1560.0,3120.0,2937.0,70.0,4554.0,1982.0,2431.0,2024.0,1363.0,1448.0,267.0,1040.0,13380.0,2207.0,98.0,4610.0,2741.0,126.0,506.0,155.0,30.0,225.0,14.0
"Evaluate remote sensing project requirements to determine the types of equipment or computer software necessary to meet project requirements, such as specific image types or output resolutions.",evaluate remote sensing project requirements to determine the types of equipment or computer software necessary to meet project requirements such as specific image types or output resolutions,Evaluate characteristics of equipment or systems.,"Evaluate the characteristics, usefulness, or performance of products or technologies.","Judging the Qualities of Objects, Services, or People",Remote Sensing Technicians,remote sensing technicians,19-4099.03,Remote Sensing Technicians,19-4099,19-4099.03,"Miscellaneous Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,5.0,False,0.5179438461538461,3.43,64.91,0.026637262081638,0.1,E2,E2,62280.0,59500.0,70700.0,58240.0,59310.0,78350.0,63760.0,66710.0,62280.0,79230.0,63180.0,69320.0,50880.0,50600.0,59410.0,48650.0,50480.0,65270.0,68230.0,53360.0,66730.0,68390.0,63820.0,59100.0,49410.0,59490.0,50410.0,52260.0,48640.0,54070.0,64250.0,55980.0,56420.0,63810.0,49200.0,69350.0,49210.0,86260.0,60810.0,57680.0,69630.0,58960.0,51630.0,62050.0,48960.0,59290.0,63460.0,67240.0,73530.0,59750.0,47210.0,64510.0,62280.0,35060.0,62280.0,52319.0,496.0,241.0,595.0,496.0,14285.0,2633.0,453.0,127.0,212.0,2591.0,3157.0,1487.0,779.0,1062.0,1062.0,595.0,1246.0,453.0,2279.0,552.0,4969.0,1614.0,1472.0,1911.0,467.0,2973.0,184.0,425.0,496.0,510.0,3030.0,255.0,10462.0,3270.0,255.0,1444.0,651.0,2393.0,3723.0,297.0,1826.0,85.0,3044.0,12982.0,580.0,227.0,3837.0,1387.0,326.0,1515.0,311.0,23.0,1005.0,11.0
"Evaluate remote sensing project requirements to determine the types of equipment or computer software necessary to meet project requirements, such as specific image types or output resolutions.",evaluate remote sensing project requirements to determine the types of equipment or computer software necessary to meet project requirements such as specific image types or output resolutions,"Determine types of equipment, tools, or materials needed for jobs.",Determine resource needs of projects or operations.,Making Decisions and Solving Problems,Remote Sensing Technicians,remote sensing technicians,19-4099.03,Remote Sensing Technicians,19-4099,19-4099.03,"Miscellaneous Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,5.0,False,0.5179438461538461,3.43,64.91,0.026637262081638,0.1,E2,E2,62280.0,59500.0,70700.0,58240.0,59310.0,78350.0,63760.0,66710.0,62280.0,79230.0,63180.0,69320.0,50880.0,50600.0,59410.0,48650.0,50480.0,65270.0,68230.0,53360.0,66730.0,68390.0,63820.0,59100.0,49410.0,59490.0,50410.0,52260.0,48640.0,54070.0,64250.0,55980.0,56420.0,63810.0,49200.0,69350.0,49210.0,86260.0,60810.0,57680.0,69630.0,58960.0,51630.0,62050.0,48960.0,59290.0,63460.0,67240.0,73530.0,59750.0,47210.0,64510.0,62280.0,35060.0,62280.0,52319.0,496.0,241.0,595.0,496.0,14285.0,2633.0,453.0,127.0,212.0,2591.0,3157.0,1487.0,779.0,1062.0,1062.0,595.0,1246.0,453.0,2279.0,552.0,4969.0,1614.0,1472.0,1911.0,467.0,2973.0,184.0,425.0,496.0,510.0,3030.0,255.0,10462.0,3270.0,255.0,1444.0,651.0,2393.0,3723.0,297.0,1826.0,85.0,3044.0,12982.0,580.0,227.0,3837.0,1387.0,326.0,1515.0,311.0,23.0,1005.0,11.0
Evaluate robotic systems or prototypes.,evaluate robotic systems or prototypes,Evaluate characteristics of equipment or systems.,"Evaluate the characteristics, usefulness, or performance of products or technologies.","Judging the Qualities of Objects, Services, or People",Robotics Engineers,robotics engineers,17-2199.08,Robotics Engineers,17-2199,17-2199.08,Miscellaneous Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.924969249692498,True,0.4507692307692308,3.68,83.33,0.295467052218884,1.0,E1,E2,122930.0,152550.0,142390.0,102280.0,76940.0,130850.0,132590.0,124110.0,103580.0,151920.0,105410.0,112260.0,122800.0,130970.0,111930.0,120880.0,103090.0,76100.0,99830.0,99070.0,120430.0,129770.0,131260.0,121000.0,108850.0,111030.0,102980.0,97470.0,88490.0,103780.0,128130.0,132450.0,162070.0,117600.0,112450.0,100250.0,120470.0,119810.0,123220.0,108950.0,117080.0,110490.0,112260.0,96640.0,115810.0,110320.0,126550.0,148160.0,134570.0,118800.0,110360.0,113050.0,100010.0,81370.0,122930.0,25497.0,4008.0,232.0,1993.0,950.0,33143.0,2942.0,2815.0,79.0,4124.0,9963.0,4773.0,1274.0,649.0,2919.0,1784.0,1274.0,904.0,579.0,7310.0,683.0,8503.0,3302.0,8920.0,1494.0,556.0,2143.0,278.0,348.0,1008.0,707.0,5259.0,2537.0,6673.0,4947.0,255.0,8109.0,996.0,2352.0,3765.0,440.0,1483.0,127.0,5097.0,12534.0,2027.0,452.0,5862.0,4147.0,765.0,799.0,127.0,93.0,1031.0,6.0
"Evaluate services received on the tour, and report findings to tour organizers.",evaluate services received on the tour and report findings to tour organizers,Evaluate program effectiveness.,"Evaluate programs, practices, or processes.","Judging the Qualities of Objects, Services, or People",Travel Guides,travel guides,39-7012.00,Travel Guides,39-7012,39-7012.00,Tour and Travel Guides,Tour and Travel Guides,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.92,False,0.8421523076923076,4.09,77.29,0.2461403114011695,0.4,E2,E1,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,26750.0,361.0,56.0,554.0,223.0,3113.0,491.0,290.0,83.0,120.0,1697.0,836.0,107.0,147.0,1042.0,547.0,266.0,246.0,342.0,331.0,109.0,472.0,622.0,753.0,504.0,199.0,502.0,87.0,175.0,265.0,117.0,732.0,149.0,1656.0,845.0,73.0,948.0,292.0,336.0,1036.0,86.0,394.0,78.0,560.0,2405.0,297.0,52.0,702.0,607.0,120.0,503.0,48.0,11.0,160.0,5.0
"Evaluate services received on the tour, and report findings to tour organizers.",evaluate services received on the tour and report findings to tour organizers,Report information to managers or other personnel.,Communicate with others about operational plans or activities.,"Communicating with Supervisors, Peers, or Subordinates",Travel Guides,travel guides,39-7012.00,Travel Guides,39-7012,39-7012.00,Tour and Travel Guides,Tour and Travel Guides,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.92,False,0.8421523076923076,4.09,77.29,0.2461403114011695,0.4,E2,E1,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,26750.0,361.0,56.0,554.0,223.0,3113.0,491.0,290.0,83.0,120.0,1697.0,836.0,107.0,147.0,1042.0,547.0,266.0,246.0,342.0,331.0,109.0,472.0,622.0,753.0,504.0,199.0,502.0,87.0,175.0,265.0,117.0,732.0,149.0,1656.0,845.0,73.0,948.0,292.0,336.0,1036.0,86.0,394.0,78.0,560.0,2405.0,297.0,52.0,702.0,607.0,120.0,503.0,48.0,11.0,160.0,5.0
"Evaluate sources of information to determine any limitations, in terms of reliability or usability.",evaluate sources of information to determine any limitations in terms of reliability or usability,Evaluate data quality.,Evaluate the quality or accuracy of data.,Processing Information,Statisticians,statisticians,15-2041.00,Statisticians,15-2041,15-2041.00,Statisticians,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.4409779307506348,4.948130031590748,False,1.5203892307692306,4.1,100.0,0.1259931059664972,0.1,E1,E2,105650.0,76400.0,105650.0,79640.0,105720.0,135960.0,109660.0,102860.0,109570.0,140670.0,108040.0,115150.0,76780.0,105650.0,119760.0,109300.0,80150.0,111780.0,112520.0,76400.0,85680.0,132620.0,96710.0,102710.0,105650.0,64670.0,66330.0,105650.0,83480.0,79750.0,96080.0,118280.0,84330.0,136020.0,115690.0,75890.0,98190.0,89540.0,93620.0,93830.0,102620.0,65450.0,105650.0,98230.0,102960.0,88610.0,82210.0,114920.0,105650.0,84660.0,107150.0,105650.0,105650.0,49730.0,105650.0,18186.0,251.0,100.0,551.0,714.0,3107.0,977.0,614.0,88.0,689.0,689.0,576.0,113.0,200.0,601.0,288.0,313.0,100.0,100.0,88.0,100.0,3420.0,3107.0,714.0,977.0,100.0,852.0,59.0,175.0,63.0,88.0,1103.0,288.0,1529.0,1503.0,50.0,727.0,63.0,752.0,2042.0,50.0,301.0,53.0,664.0,1742.0,376.0,35.0,902.0,3709.0,113.0,313.0,33.0,8.0,288.0,4.0
"Evaluate students' or individuals' abilities, interests, and personality characteristics, using tests, records, interviews, or professional sources.",evaluate students or individuals abilities interests and personality characteristics using tests records interviews or professional sources,Evaluate characteristics of individuals to determine needs or eligibility.,"Assess living, work, or social needs or status of individuals or communities.","Judging the Qualities of Objects, Services, or People","Educational, Guidance, School, and Vocational Counselors",educational guidance school and vocational counselors,21-1012.00,"Educational, Guidance, and Career Counselors and Advisors",21-1012,21-1012.00,Counselors,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0791498850065242,4.986880320480722,False,0.971881153846154,4.15,81.17,0.3826688323155842,0.6,E0,E2,64330.0,59570.0,82900.0,58250.0,59770.0,86500.0,64780.0,73910.0,74070.0,80470.0,53140.0,63720.0,61730.0,60320.0,62420.0,59260.0,56540.0,56590.0,64350.0,61870.0,58630.0,75820.0,79930.0,59440.0,64600.0,58710.0,58040.0,57900.0,62500.0,66710.0,71080.0,77910.0,77880.0,71610.0,57630.0,58960.0,61760.0,52040.0,66690.0,60880.0,75000.0,60340.0,51830.0,59960.0,67900.0,61320.0,64570.0,67660.0,82670.0,55520.0,62690.0,63430.0,64330.0,53000.0,62470.0,353310.0,4410.0,540.0,7330.0,2310.0,45140.0,6530.0,3370.0,1700.0,1690.0,22800.0,11460.0,1620.0,1990.0,13580.0,5610.0,3690.0,3100.0,5030.0,4820.0,1780.0,6600.0,11460.0,9170.0,4200.0,2620.0,8890.0,890.0,2190.0,2250.0,1650.0,8190.0,1780.0,23380.0,9430.0,840.0,13250.0,4830.0,3990.0,13570.0,1340.0,6460.0,1000.0,6470.0,31730.0,4070.0,1120.0,9450.0,6610.0,1260.0,5330.0,770.0,40.0,1050.0,90.0
"Evaluate subcontractors or subcontractor bids for quality, cost, and reliability.",evaluate subcontractors or subcontractor bids for quality cost and reliability,Analyze costs and benefits of proposed designs or projects.,"Evaluate designs, specifications, or other technical data.",Analyzing Data or Information,Solar Energy Installation Managers,solar energy installation managers,47-1011.03,Solar Energy Installation Managers,47-1011,47-1011.03,First-Line Supervisors of Construction Trades and Extraction Workers,Supervisors of Construction and Extraction Workers,Construction and Extraction Occupations,2026-05-31,0.0030529241359659,4.854,False,0.2119965384615385,3.51,58.46,0.0742177435959547,0.7999999999999999,E2,E2,79920.0,64120.0,102140.0,78550.0,61230.0,97680.0,81230.0,92260.0,81100.0,86520.0,75790.0,78430.0,102630.0,75550.0,105750.0,82530.0,78510.0,76780.0,73490.0,75360.0,77290.0,78760.0,97850.0,78180.0,97610.0,66910.0,87520.0,76910.0,75570.0,81990.0,81220.0,105510.0,75130.0,95700.0,75270.0,81370.0,79580.0,73040.0,103070.0,81540.0,98590.0,75350.0,77690.0,74470.0,74520.0,77280.0,82490.0,78640.0,109570.0,80060.0,85350.0,78250.0,51370.0,37860.0,74210.0,325323.0,10879.0,2155.0,17263.0,5279.0,57478.0,17127.0,5592.0,2075.0,1138.0,55940.0,21445.0,2315.0,5391.0,15493.0,13178.0,7738.0,7162.0,7706.0,11271.0,2507.0,12337.0,14684.0,13346.0,10879.0,5640.0,10678.0,3485.0,4823.0,7754.0,2876.0,13002.0,5439.0,23712.0,26003.0,3485.0,18938.0,9228.0,6321.0,21517.0,1650.0,10534.0,1891.0,14235.0,72105.0,11431.0,809.0,20003.0,15661.0,4310.0,12136.0,2620.0,489.0,4086.0,160.0
Evaluate technical specifications and economic factors relating to process or product design objectives.,evaluate technical specifications and economic factors relating to process or product design objectives,Evaluate technical data to determine effect on designs or plans.,"Evaluate designs, specifications, or other technical data.",Analyzing Data or Information,Materials Engineers,materials engineers,17-2131.00,Materials Engineers,17-2131,17-2131.00,Materials Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0565356321475172,4.664761331728842,False,1.3086538461538462,4.1,95.24,0.5335719810514596,0.5060443842684859,E0,E2,112860.0,107580.0,123360.0,106810.0,103900.0,128470.0,124030.0,122300.0,131320.0,112860.0,118780.0,100840.0,112860.0,105820.0,126620.0,101120.0,64270.0,100000.0,100620.0,128670.0,97110.0,140640.0,114100.0,94050.0,106220.0,78700.0,98860.0,76030.0,98270.0,99010.0,101290.0,106920.0,165600.0,125900.0,104240.0,112860.0,106510.0,99950.0,122850.0,98030.0,87180.0,121610.0,112860.0,91940.0,117700.0,88080.0,112860.0,116720.0,139840.0,112860.0,96210.0,110970.0,112860.0,112860.0,112860.0,22770.0,650.0,70.0,580.0,90.0,3020.0,810.0,420.0,40.0,102.0,690.0,700.0,91.0,90.0,290.0,570.0,200.0,270.0,280.0,90.0,100.0,740.0,1360.0,810.0,150.0,100.0,300.0,90.0,160.0,100.0,70.0,260.0,450.0,590.0,640.0,62.0,1790.0,240.0,120.0,720.0,50.0,600.0,67.0,330.0,1440.0,460.0,44.0,620.0,1000.0,102.0,280.0,40.0,10.0,137.0,5.0
Evaluate the effectiveness of counseling programs on clients' progress in resolving identified problems and moving towards defined objectives.,evaluate the effectiveness of counseling programs on clients progress in resolving identified problems and moving towards defined objectives,Monitor clients to evaluate treatment progress.,Monitor health conditions of humans or animals.,"Monitoring Processes, Materials, or Surroundings",Mental Health Counselors,mental health counselors,21-1014.00,Mental Health Counselors,21-1014,21-1014.00,Counselors,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0030529241359659,4.516049127876975,False,1.8019884615384616,4.39,100.0,0.4563257034466334,0.3,E0,E2,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,172550.0,2330.0,359.0,3571.0,1437.0,20077.0,3168.0,1870.0,534.0,774.0,10946.0,5389.0,692.0,945.0,6722.0,3529.0,1719.0,1585.0,2205.0,2133.0,706.0,3046.0,4010.0,4854.0,3252.0,1282.0,3236.0,564.0,1129.0,1710.0,753.0,4724.0,960.0,10679.0,5447.0,473.0,6118.0,1882.0,2168.0,6685.0,553.0,2541.0,504.0,3614.0,15511.0,1913.0,335.0,4530.0,3914.0,773.0,3243.0,309.0,73.0,1035.0,35.0
Evaluate the effectiveness of counseling programs on clients' progress in resolving identified problems and moving towards defined objectives.,evaluate the effectiveness of counseling programs on clients progress in resolving identified problems and moving towards defined objectives,Evaluate the effectiveness of counseling or educational programs.,"Evaluate programs, practices, or processes.","Judging the Qualities of Objects, Services, or People",Mental Health Counselors,mental health counselors,21-1014.00,Mental Health Counselors,21-1014,21-1014.00,Counselors,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0030529241359659,4.516049127876975,False,1.8019884615384616,4.39,100.0,0.4563257034466334,0.3,E0,E2,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,172550.0,2330.0,359.0,3571.0,1437.0,20077.0,3168.0,1870.0,534.0,774.0,10946.0,5389.0,692.0,945.0,6722.0,3529.0,1719.0,1585.0,2205.0,2133.0,706.0,3046.0,4010.0,4854.0,3252.0,1282.0,3236.0,564.0,1129.0,1710.0,753.0,4724.0,960.0,10679.0,5447.0,473.0,6118.0,1882.0,2168.0,6685.0,553.0,2541.0,504.0,3614.0,15511.0,1913.0,335.0,4530.0,3914.0,773.0,3243.0,309.0,73.0,1035.0,35.0
"Evaluate the financial aspects of product development, such as budgets, expenditures, research and development appropriations, or return-on-investment and profit-loss projections.",evaluate the financial aspects of product development such as budgets expenditures research and development appropriations or returnoninvestment and profitloss projections,Analyze data to inform operational decisions or activities.,Analyze data to improve operations.,Analyzing Data or Information,Marketing Managers,marketing managers,11-2021.00,Marketing Managers,11-2021,11-2021.00,Marketing and Sales Managers,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",Management Occupations,2026-05-31,0.0113071264295034,4.880297248443464,False,0.5668207692307692,3.99,81.95,0.2504603030768357,0.7,E2,E2,166790.0,120160.0,116270.0,132220.0,136520.0,193620.0,182730.0,169240.0,166790.0,177170.0,142620.0,160760.0,117770.0,142090.0,162860.0,136260.0,131120.0,154510.0,128930.0,120650.0,135380.0,154160.0,212020.0,138510.0,173300.0,100940.0,130550.0,165580.0,110570.0,107550.0,143280.0,180040.0,122980.0,181200.0,165480.0,125580.0,132330.0,126920.0,161560.0,150810.0,166790.0,143290.0,167750.0,131990.0,147880.0,139830.0,166790.0,187820.0,172270.0,98750.0,133600.0,161580.0,79890.0,166790.0,97760.0,395240.0,1540.0,240.0,4870.0,1860.0,54660.0,6010.0,5800.0,1060.0,3470.0,24820.0,8510.0,570.0,1320.0,21140.0,3350.0,2210.0,1570.0,1930.0,940.0,1320.0,6510.0,14270.0,6620.0,8500.0,770.0,6550.0,1292.0,1910.0,3430.0,1460.0,13510.0,800.0,54000.0,10790.0,180.0,10620.0,1420.0,4960.0,13840.0,1266.0,3760.0,220.0,7730.0,44680.0,6100.0,767.0,6890.0,8880.0,300.0,4890.0,100.0,120.0,2370.0,60.0
"Evaluate the financial aspects of product development, such as budgets, expenditures, research and development appropriations, or return-on-investment and profit-loss projections.",evaluate the financial aspects of product development such as budgets expenditures research and development appropriations or returnoninvestment and profitloss projections,Estimate cost or material requirements.,Determine resource needs of projects or operations.,Making Decisions and Solving Problems,Marketing Managers,marketing managers,11-2021.00,Marketing Managers,11-2021,11-2021.00,Marketing and Sales Managers,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",Management Occupations,2026-05-31,0.0113071264295034,4.880297248443464,False,0.5668207692307692,3.99,81.95,0.2504603030768357,0.7,E2,E2,166790.0,120160.0,116270.0,132220.0,136520.0,193620.0,182730.0,169240.0,166790.0,177170.0,142620.0,160760.0,117770.0,142090.0,162860.0,136260.0,131120.0,154510.0,128930.0,120650.0,135380.0,154160.0,212020.0,138510.0,173300.0,100940.0,130550.0,165580.0,110570.0,107550.0,143280.0,180040.0,122980.0,181200.0,165480.0,125580.0,132330.0,126920.0,161560.0,150810.0,166790.0,143290.0,167750.0,131990.0,147880.0,139830.0,166790.0,187820.0,172270.0,98750.0,133600.0,161580.0,79890.0,166790.0,97760.0,395240.0,1540.0,240.0,4870.0,1860.0,54660.0,6010.0,5800.0,1060.0,3470.0,24820.0,8510.0,570.0,1320.0,21140.0,3350.0,2210.0,1570.0,1930.0,940.0,1320.0,6510.0,14270.0,6620.0,8500.0,770.0,6550.0,1292.0,1910.0,3430.0,1460.0,13510.0,800.0,54000.0,10790.0,180.0,10620.0,1420.0,4960.0,13840.0,1266.0,3760.0,220.0,7730.0,44680.0,6100.0,767.0,6890.0,8880.0,300.0,4890.0,100.0,120.0,2370.0,60.0
"Evaluate the organization's technology use and needs and recommend improvements, such as hardware and software upgrades.",evaluate the organizations technology use and needs and recommend improvements such as hardware and software upgrades,Determine resource needs.,Determine resource needs of projects or operations.,Making Decisions and Solving Problems,Computer and Information Systems Managers,computer and information systems managers,11-3021.00,Computer and Information Systems Managers,11-3021,11-3021.00,Computer and Information Systems Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.333400000000001,False,0.4916957692307692,3.7,97.24,0.3854755083501168,1.114998084890488,E1,E2,175140.0,138670.0,133490.0,166430.0,127220.0,218290.0,199420.0,171750.0,168500.0,195190.0,168470.0,173940.0,141640.0,162240.0,171730.0,142040.0,143780.0,164830.0,140360.0,127500.0,160260.0,171490.0,214960.0,163760.0,176380.0,124280.0,159460.0,132860.0,135780.0,165000.0,176540.0,203460.0,137730.0,214300.0,172860.0,149130.0,163640.0,137280.0,175270.0,163910.0,167270.0,160860.0,162240.0,158700.0,171530.0,163610.0,138460.0,201490.0,209370.0,139820.0,160140.0,120850.0,92560.0,99780.0,87900.0,670570.0,7670.0,970.0,14270.0,3420.0,94720.0,11510.0,10570.0,2140.0,5690.0,35040.0,18560.0,1200.0,1950.0,31680.0,8060.0,3920.0,4050.0,3130.0,2860.0,1450.0,14620.0,24910.0,16010.0,10970.0,1710.0,11130.0,1180.0,5070.0,3610.0,3810.0,34470.0,1500.0,48050.0,25650.0,850.0,19500.0,3790.0,7440.0,27060.0,1210.0,4930.0,380.0,12040.0,73060.0,8810.0,1100.0,17550.0,16960.0,1100.0,8880.0,330.0,90.0,1370.0,60.0
"Evaluate the organization's technology use and needs and recommend improvements, such as hardware and software upgrades.",evaluate the organizations technology use and needs and recommend improvements such as hardware and software upgrades,Recommend organizational process or policy changes.,Advise others on business or operational matters.,Providing Consultation and Advice to Others,Computer and Information Systems Managers,computer and information systems managers,11-3021.00,Computer and Information Systems Managers,11-3021,11-3021.00,Computer and Information Systems Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.333400000000001,False,0.4916957692307692,3.7,97.24,0.3854755083501168,1.114998084890488,E1,E2,175140.0,138670.0,133490.0,166430.0,127220.0,218290.0,199420.0,171750.0,168500.0,195190.0,168470.0,173940.0,141640.0,162240.0,171730.0,142040.0,143780.0,164830.0,140360.0,127500.0,160260.0,171490.0,214960.0,163760.0,176380.0,124280.0,159460.0,132860.0,135780.0,165000.0,176540.0,203460.0,137730.0,214300.0,172860.0,149130.0,163640.0,137280.0,175270.0,163910.0,167270.0,160860.0,162240.0,158700.0,171530.0,163610.0,138460.0,201490.0,209370.0,139820.0,160140.0,120850.0,92560.0,99780.0,87900.0,670570.0,7670.0,970.0,14270.0,3420.0,94720.0,11510.0,10570.0,2140.0,5690.0,35040.0,18560.0,1200.0,1950.0,31680.0,8060.0,3920.0,4050.0,3130.0,2860.0,1450.0,14620.0,24910.0,16010.0,10970.0,1710.0,11130.0,1180.0,5070.0,3610.0,3810.0,34470.0,1500.0,48050.0,25650.0,850.0,19500.0,3790.0,7440.0,27060.0,1210.0,4930.0,380.0,12040.0,73060.0,8810.0,1100.0,17550.0,16960.0,1100.0,8880.0,330.0,90.0,1370.0,60.0
"Evaluate the performance of vendors, contract employees, or other service providers to ensure quality and cost-efficiency.",evaluate the performance of vendors contract employees or other service providers to ensure quality and costefficiency,Monitor performance of organizational members or partners.,Monitor individual behavior or performance.,"Monitoring Processes, Materials, or Surroundings",Funeral Service Managers,funeral service managers,11-9061.00,Funeral Home Managers,11-9171,11-9171.00,Personal Service Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.900031502677727,False,0.3528069230769231,3.49,88.43,0.1752169386587241,0.7,E0,E2,78790.0,63010.0,78790.0,61420.0,60260.0,82370.0,78790.0,102810.0,78790.0,78790.0,72180.0,79010.0,61440.0,78790.0,78790.0,77910.0,81220.0,61890.0,47040.0,81930.0,76020.0,100670.0,80790.0,77140.0,79900.0,63390.0,66670.0,84900.0,78590.0,60750.0,83200.0,101520.0,82850.0,103530.0,80730.0,68080.0,99440.0,64440.0,80350.0,104400.0,122150.0,77400.0,100880.0,78130.0,67740.0,82510.0,78790.0,81700.0,102540.0,71990.0,79560.0,78790.0,78790.0,78790.0,78790.0,13910.0,490.0,29.0,200.0,230.0,760.0,120.0,90.0,60.0,62.0,1050.0,420.0,90.0,76.0,270.0,300.0,210.0,130.0,400.0,190.0,60.0,260.0,280.0,430.0,500.0,140.0,560.0,50.0,110.0,100.0,60.0,420.0,60.0,820.0,460.0,40.0,420.0,200.0,90.0,560.0,120.0,220.0,70.0,430.0,1230.0,160.0,27.0,310.0,80.0,150.0,440.0,25.0,6.0,83.0,3.0
"Evaluate the potential of new product developments or market opportunities, according to factors such as business plans, technologies, or market potential.",evaluate the potential of new product developments or market opportunities according to factors such as business plans technologies or market potential,"Evaluate potential of products, technologies, or resources.","Evaluate the characteristics, usefulness, or performance of products or technologies.","Judging the Qualities of Objects, Services, or People",Investment Fund Managers,investment fund managers,11-9199.03,Investment Fund Managers,11-3031,11-3031.03,Financial Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.1130712642950345,4.970885442721362,False,1.08807,3.79,85.23,0.403667495923269,0.5,E2,E2,166570.0,140500.0,127030.0,139830.0,116570.0,180770.0,182690.0,174830.0,181580.0,188880.0,153280.0,166790.0,134210.0,127210.0,165880.0,135840.0,133320.0,159380.0,130650.0,126800.0,133610.0,158750.0,206760.0,139370.0,163410.0,111390.0,143460.0,131060.0,140360.0,132490.0,144730.0,199110.0,133700.0,219880.0,166780.0,135890.0,140870.0,132460.0,156460.0,145610.0,166940.0,136160.0,159700.0,141010.0,164860.0,150450.0,128690.0,185220.0,174840.0,113140.0,139720.0,124910.0,80390.0,90660.0,94990.0,527667.0,7200.000000000001,3799.0,28022.0,13391.0,175488.0,20011.0,37689.0,5285.0,16795.0,91985.0,40228.0,7128.0,5868.0,99150.0,23622.0,17171.0,9761.0,12469.0,13297.0,5868.0,37181.0,49180.0,42297.0,31370.0,6526.0,25070.0,2840.0,10588.0,15215.0,8143.0,32510.000000000004,4758.0,151979.0,42240.0,4025.0,51456.0,12544.0,14312.0,60521.0,4833.0,16964.0,1881.0,33157.0,135166.0,16663.0,3366.0,39213.0,24317.0,4909.0,29207.0,1373.0,715.0,7147.0,320.0
Evaluate the quality and effectiveness of nursing practice or organizational systems.,evaluate the quality and effectiveness of nursing practice or organizational systems,Evaluate program effectiveness.,"Evaluate programs, practices, or processes.","Judging the Qualities of Objects, Services, or People",Clinical Nurse Specialists,clinical nurse specialists,29-1141.04,Clinical Nurse Specialists,29-1141,29-1141.04,Registered Nurses,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.479341410375893,False,1.246836923076923,4.33,100.0,0.1913574182444062,0.2,E0,E2,97550.0,77080.0,109480.0,99500.0,78940.0,140270.0,100260.0,102740.0,99520.0,102540.0,84190.0,93550.0,136320.0,92460.0,95990.0,83500.0,78630.0,79320.0,81040.0,80230.0,86990.0,99790.0,104550.0,94300.0,101510.0,77090.0,81780.0,85280.0,84730.0,103670.0,99700.0,106500.0,94340.0,109440.0,84350.0,80730.0,82510.0,82920.0,129010.0,96430.0,100640.0,82360.0,78060.0,81500.0,95970.0,84600.0,97460.0,93600.0,124200.0,80130.0,95530.0,83760.0,97550.0,39880.0,84120.0,808230.0,64975.0,8980.0,87466.0,35154.0,405273.0,65154.0,47960.0,17087.0,13679.0,274941.0,120707.0,15472.0,20184.0,166095.0,82480.0,41156.0,40415.0,60144.0,58554.0,19777.0,63265.0,105461.0,125489.0,83831.0,34747.0,91244.0,13093.0,29558.0,32368.0,18402.0,110818.0,21499.0,246088.0,132867.0,13559.0,171859.0,45760.0,47505.0,175195.0,12065.0,59486.0,17589.0,86330.0,324491.0,32786.0,8860.0,92655.0,82815.0,28015.0,81380.0,6373.0,825.0,25433.0,562.0
Evaluate the quality and effectiveness of nursing practice or organizational systems.,evaluate the quality and effectiveness of nursing practice or organizational systems,Evaluate effectiveness of personnel policies or practices.,"Evaluate programs, practices, or processes.","Judging the Qualities of Objects, Services, or People",Clinical Nurse Specialists,clinical nurse specialists,29-1141.04,Clinical Nurse Specialists,29-1141,29-1141.04,Registered Nurses,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.479341410375893,False,1.246836923076923,4.33,100.0,0.1913574182444062,0.2,E0,E2,97550.0,77080.0,109480.0,99500.0,78940.0,140270.0,100260.0,102740.0,99520.0,102540.0,84190.0,93550.0,136320.0,92460.0,95990.0,83500.0,78630.0,79320.0,81040.0,80230.0,86990.0,99790.0,104550.0,94300.0,101510.0,77090.0,81780.0,85280.0,84730.0,103670.0,99700.0,106500.0,94340.0,109440.0,84350.0,80730.0,82510.0,82920.0,129010.0,96430.0,100640.0,82360.0,78060.0,81500.0,95970.0,84600.0,97460.0,93600.0,124200.0,80130.0,95530.0,83760.0,97550.0,39880.0,84120.0,808230.0,64975.0,8980.0,87466.0,35154.0,405273.0,65154.0,47960.0,17087.0,13679.0,274941.0,120707.0,15472.0,20184.0,166095.0,82480.0,41156.0,40415.0,60144.0,58554.0,19777.0,63265.0,105461.0,125489.0,83831.0,34747.0,91244.0,13093.0,29558.0,32368.0,18402.0,110818.0,21499.0,246088.0,132867.0,13559.0,171859.0,45760.0,47505.0,175195.0,12065.0,59486.0,17589.0,86330.0,324491.0,32786.0,8860.0,92655.0,82815.0,28015.0,81380.0,6373.0,825.0,25433.0,562.0
"Evaluate the safety, efficiency, and effectiveness of biomedical equipment.",evaluate the safety efficiency and effectiveness of biomedical equipment,Evaluate characteristics of equipment or systems.,"Evaluate the characteristics, usefulness, or performance of products or technologies.","Judging the Qualities of Objects, Services, or People",Biomedical Engineers,biomedical engineers,17-2031.00,Bioengineers and Biomedical Engineers,17-2031,17-2031.00,Bioengineers and Biomedical Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.9230769230769225,True,0.2769230769230769,4.35,86.96,0.0665487143194149,0.4,E0,E2,109370.0,85720.0,109370.0,141230.0,67850.0,128310.0,110650.0,103500.0,109370.0,100920.0,101730.0,96920.0,109370.0,133750.0,89520.0,108030.0,81710.0,109370.0,95360.0,84320.0,109370.0,105090.0,127570.0,100940.0,127730.0,96710.0,89480.0,109370.0,83890.0,87850.0,94890.0,114680.0,109370.0,104010.0,94790.0,109370.0,111550.0,109340.0,122510.0,122560.0,109370.0,99130.0,109370.0,106470.0,92600.0,90870.0,109370.0,106140.0,109370.0,109370.0,110430.0,109370.0,109370.0,80210.0,109370.0,23480.0,30.0,49.0,610.0,30.0,2750.0,431.0,300.0,73.0,80.0,900.0,733.0,94.0,129.0,280.0,620.0,90.0,216.0,80.0,30.0,96.0,550.0,4740.0,330.0,1230.0,174.0,160.0,40.0,80.0,70.0,80.0,680.0,131.0,840.0,920.0,64.0,700.0,70.0,150.0,950.0,75.0,70.0,69.0,170.0,2050.0,280.0,46.0,330.0,880.0,105.0,180.0,42.0,10.0,50.0,5.0
"Evaluate the statistical methods and procedures used to obtain data to ensure validity, applicability, efficiency, and accuracy.",evaluate the statistical methods and procedures used to obtain data to ensure validity applicability efficiency and accuracy,Evaluate project designs to determine adequacy or feasibility.,Evaluate project feasibility.,"Judging the Qualities of Objects, Services, or People",Statisticians,statisticians,15-2041.00,Statisticians,15-2041,15-2041.00,Statisticians,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.860805106558222,False,1.2809953846153843,4.67,100.0,0.2090002092979483,0.2,E1,E1,105650.0,76400.0,105650.0,79640.0,105720.0,135960.0,109660.0,102860.0,109570.0,140670.0,108040.0,115150.0,76780.0,105650.0,119760.0,109300.0,80150.0,111780.0,112520.0,76400.0,85680.0,132620.0,96710.0,102710.0,105650.0,64670.0,66330.0,105650.0,83480.0,79750.0,96080.0,118280.0,84330.0,136020.0,115690.0,75890.0,98190.0,89540.0,93620.0,93830.0,102620.0,65450.0,105650.0,98230.0,102960.0,88610.0,82210.0,114920.0,105650.0,84660.0,107150.0,105650.0,105650.0,49730.0,105650.0,18186.0,251.0,100.0,551.0,714.0,3107.0,977.0,614.0,88.0,689.0,689.0,576.0,113.0,200.0,601.0,288.0,313.0,100.0,100.0,88.0,100.0,3420.0,3107.0,714.0,977.0,100.0,852.0,59.0,175.0,63.0,88.0,1103.0,288.0,1529.0,1503.0,50.0,727.0,63.0,752.0,2042.0,50.0,301.0,53.0,664.0,1742.0,376.0,35.0,902.0,3709.0,113.0,313.0,33.0,8.0,288.0,4.0
"Evaluate the statistical methods and procedures used to obtain data to ensure validity, applicability, efficiency, and accuracy.",evaluate the statistical methods and procedures used to obtain data to ensure validity applicability efficiency and accuracy,Determine appropriate methods for data analysis.,Determine operational methods or procedures.,Making Decisions and Solving Problems,Statisticians,statisticians,15-2041.00,Statisticians,15-2041,15-2041.00,Statisticians,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.860805106558222,False,1.2809953846153843,4.67,100.0,0.2090002092979483,0.2,E1,E1,105650.0,76400.0,105650.0,79640.0,105720.0,135960.0,109660.0,102860.0,109570.0,140670.0,108040.0,115150.0,76780.0,105650.0,119760.0,109300.0,80150.0,111780.0,112520.0,76400.0,85680.0,132620.0,96710.0,102710.0,105650.0,64670.0,66330.0,105650.0,83480.0,79750.0,96080.0,118280.0,84330.0,136020.0,115690.0,75890.0,98190.0,89540.0,93620.0,93830.0,102620.0,65450.0,105650.0,98230.0,102960.0,88610.0,82210.0,114920.0,105650.0,84660.0,107150.0,105650.0,105650.0,49730.0,105650.0,18186.0,251.0,100.0,551.0,714.0,3107.0,977.0,614.0,88.0,689.0,689.0,576.0,113.0,200.0,601.0,288.0,313.0,100.0,100.0,88.0,100.0,3420.0,3107.0,714.0,977.0,100.0,852.0,59.0,175.0,63.0,88.0,1103.0,288.0,1529.0,1503.0,50.0,727.0,63.0,752.0,2042.0,50.0,301.0,53.0,664.0,1742.0,376.0,35.0,902.0,3709.0,113.0,313.0,33.0,8.0,288.0,4.0
"Evaluate the structure, efficiency, activities, and performance of government agencies.",evaluate the structure efficiency activities and performance of government agencies,Evaluate program effectiveness.,"Evaluate programs, practices, or processes.","Judging the Qualities of Objects, Services, or People",Legislators,legislators,11-1031.00,Legislators,11-1031,11-1031.00,Legislators,Top Executives,Management Occupations,2026-05-31,0.0030529241359659,4.93,False,0.2297333573717948,4.024494047619047,92.5958630952381,0.1881294466229388,1.4694467798682065,E2,E2,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
Evaluate the work of staff and volunteers to ensure that programs are of appropriate quality and that resources are used effectively.,evaluate the work of staff and volunteers to ensure that programs are of appropriate quality and that resources are used effectively,Monitor performance of organizational members or partners.,Monitor individual behavior or performance.,"Monitoring Processes, Materials, or Surroundings",Social and Community Service Managers,social and community service managers,11-9151.00,Social and Community Service Managers,11-9151,11-9151.00,Social and Community Service Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.96,False,1.109263846153846,4.32,93.61,0.249429155186102,0.3,E0,E2,80390.0,72310.0,98370.0,77550.0,56100.0,83210.0,97440.0,75520.0,75950.0,106700.0,76050.0,73290.0,76370.0,79120.0,78380.0,73940.0,65940.0,79260.0,76960.0,82090.0,76160.0,87450.0,81380.0,85500.0,84220.0,67330.0,71970.0,73640.0,73790.0,65570.0,82290.0,95290.0,81290.0,95980.0,79590.0,86630.0,73890.0,73720.0,87010.0,75280.0,77570.0,73410.0,86870.0,88240.0,76520.0,83200.0,80760.0,94970.0,103000.0,62060.0,82130.0,66330.0,80390.0,60280.0,64990.0,209330.0,2350.0,830.0,3010.0,2850.0,33510.0,2800.0,4350.0,930.0,640.0,8600.0,4460.0,980.0,820.0,7520.0,2950.0,2790.0,1570.0,2280.0,2680.0,1620.0,4300.0,8800.0,6320.0,5430.0,1120.0,3060.0,820.0,1320.0,1200.0,1180.0,5530.0,1150.0,19340.0,4970.0,510.0,7422.0,1640.0,3390.0,10220.0,1370.0,1990.0,450.0,2770.0,13460.0,2140.0,1200.0,3300.0,3650.0,820.0,3580.0,350.0,89.0,840.0,60.0
Evaluate tool drawing designs by measuring drawing dimensions and comparing with original specifications for form and function using engineering skills.,evaluate tool drawing designs by measuring drawing dimensions and comparing with original specifications for form and function using engineering skills,Evaluate designs or specifications to ensure quality.,"Evaluate designs, specifications, or other technical data.",Analyzing Data or Information,Mechanical Engineering Technicians,mechanical engineering technicians,17-3027.00,Mechanical Engineering Technologists and Technicians,17-3027,17-3027.00,"Engineering Technologists and Technicians, Except Drafters","Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.9677,False,0.2715303846153846,3.5,52.33,0.0384358852773307,0.3,E2,E2,74510.0,60350.0,74510.0,72090.0,74510.0,87390.0,77090.0,82660.0,77820.0,74510.0,59720.0,73870.0,74510.0,68310.0,77020.0,77220.0,71670.0,55390.0,77990.0,102800.0,76790.0,79180.0,62390.0,68170.0,63990.0,70570.0,92150.0,74510.0,80050.0,72950.0,66740.0,65180.0,97560.0,78210.0,62360.0,76440.0,78500.0,61480.0,80840.0,70820.0,81600.0,69580.0,53670.0,62270.0,76610.0,61870.0,74510.0,75650.0,79410.0,47660.0,67850.0,74510.0,74510.0,51860.0,74510.0,14245.0,315.0,55.0,575.0,119.0,2881.0,260.0,276.0,39.0,64.0,425.0,441.0,57.0,24.0,921.0,1181.0,394.0,323.0,409.0,213.0,173.0,504.0,1031.0,3881.0,315.0,173.0,630.0,46.0,197.0,331.0,449.0,205.0,252.0,897.0,937.0,71.0,1417.0,386.0,205.0,1275.0,24.0,1015.0,87.0,457.0,1685.0,708.0,28.0,527.0,701.0,157.0,708.0,25.0,6.0,55.0,3.0
"Evaluate training materials prepared by instructors, such as outlines, text, or handouts.",evaluate training materials prepared by instructors such as outlines text or handouts,"Evaluate training programs, instructors, or materials.","Evaluate programs, practices, or processes.","Judging the Qualities of Objects, Services, or People",Training and Development Specialists,training and development specialists,13-1151.00,Training and Development Specialists,13-1151,13-1151.00,Training and Development Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.139184575215907,False,0.2723076923076923,4.0,91.3,0.0885483908374757,0.6,E1,E1,69280.0,64490.0,81860.0,67140.0,52290.0,75790.0,75790.0,78080.0,88570.0,80980.0,71990.0,67320.0,60960.0,61720.0,67380.0,61050.0,66110.0,62010.0,61390.0,58070.0,65680.0,76370.0,80270.0,64350.0,76710.0,53680.0,58670.0,62880.0,65700.0,61350.0,86050.0,77020.0,62900.0,76080.0,65250.0,63260.0,64780.0,61040.0,76360.0,71350.0,75910.0,63070.0,61570.0,62280.0,62860.0,60900.0,77800.0,77690.0,81860.0,64960.0,70770.0,69380.0,42950.0,47820.0,50430.0,458300.0,3000.0,530.0,9484.0,3880.0,46530.0,12100.0,3650.0,1590.0,1900.0,34130.0,16200.0,1200.0,2430.0,15140.0,8450.0,4670.0,5150.0,6090.0,3030.0,1600.0,9800.0,12190.0,10640.0,9650.0,2820.0,8596.0,900.0,3650.0,3440.0,2001.0,9210.0,2190.0,27460.0,20220.0,670.0,17690.0,5440.0,5190.0,14780.0,1130.0,6960.0,520.0,9370.0,46630.0,6140.0,750.0,15570.0,8130.0,1710.0,9360.0,550.0,50.0,2748.0,40.0
"Evaluate training materials prepared by instructors, such as outlines, text, or handouts.",evaluate training materials prepared by instructors such as outlines text or handouts,Coordinate training activities.,Manage human resources activities.,"Guiding, Directing, and Motivating Subordinates",Training and Development Specialists,training and development specialists,13-1151.00,Training and Development Specialists,13-1151,13-1151.00,Training and Development Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.139184575215907,False,0.2723076923076923,4.0,91.3,0.0885483908374757,0.6,E1,E1,69280.0,64490.0,81860.0,67140.0,52290.0,75790.0,75790.0,78080.0,88570.0,80980.0,71990.0,67320.0,60960.0,61720.0,67380.0,61050.0,66110.0,62010.0,61390.0,58070.0,65680.0,76370.0,80270.0,64350.0,76710.0,53680.0,58670.0,62880.0,65700.0,61350.0,86050.0,77020.0,62900.0,76080.0,65250.0,63260.0,64780.0,61040.0,76360.0,71350.0,75910.0,63070.0,61570.0,62280.0,62860.0,60900.0,77800.0,77690.0,81860.0,64960.0,70770.0,69380.0,42950.0,47820.0,50430.0,458300.0,3000.0,530.0,9484.0,3880.0,46530.0,12100.0,3650.0,1590.0,1900.0,34130.0,16200.0,1200.0,2430.0,15140.0,8450.0,4670.0,5150.0,6090.0,3030.0,1600.0,9800.0,12190.0,10640.0,9650.0,2820.0,8596.0,900.0,3650.0,3440.0,2001.0,9210.0,2190.0,27460.0,20220.0,670.0,17690.0,5440.0,5190.0,14780.0,1130.0,6960.0,520.0,9370.0,46630.0,6140.0,750.0,15570.0,8130.0,1710.0,9360.0,550.0,50.0,2748.0,40.0
Evaluate workers' performance and prepare written performance evaluations.,evaluate workers performance and prepare written performance evaluations,Evaluate employee performance.,Evaluate personnel capabilities or performance.,"Judging the Qualities of Objects, Services, or People",Gaming Supervisors,gaming supervisors,39-1011.00,First-Line Supervisors of Gambling Services Workers,39-1013,39-1013.00,First-Line Supervisors of Entertainment and Recreation Workers,Supervisors of Personal Care and Service Workers,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.8906,False,0.2413107692307692,4.01,91.11,0.0563988937014615,0.3,E2,E1,63820.0,51760.0,76340.0,69050.0,57890.0,68010.0,69070.0,63820.0,60370.0,63820.0,64980.0,63820.0,63820.0,63820.0,64620.0,61680.0,52820.0,57570.0,57830.0,57560.0,59440.0,74160.0,63820.0,62090.0,52490.0,58010.0,62050.0,48300.0,43610.0,66680.0,59000.0,64210.0,60140.0,74530.0,63820.0,49900.0,55680.0,58900.0,76960.0,63200.0,66660.0,47750.0,47720.0,63820.0,54340.0,63820.0,63820.0,63820.0,77350.0,59210.0,56670.0,63820.0,63820.0,37180.0,63820.0,26010.0,80.0,90.0,580.0,110.0,3010.0,250.0,282.0,110.0,117.0,1140.0,812.0,104.0,142.0,510.0,700.0,370.0,150.0,50.0,610.0,30.0,600.0,270.0,1000.0,770.0,1030.0,370.0,860.0,100.0,5590.0,70.0,1120.0,170.0,560.0,821.0,220.0,330.0,1160.0,150.0,700.0,100.0,60.0,60.0,545.0,190.0,288.0,50.0,683.0,910.0,270.0,150.0,47.0,11.0,390.0,5.0
Evaluate workers' performance and prepare written performance evaluations.,evaluate workers performance and prepare written performance evaluations,Prepare operational reports or records.,Prepare reports of operational or procedural activities.,Documenting/Recording Information,Gaming Supervisors,gaming supervisors,39-1011.00,First-Line Supervisors of Gambling Services Workers,39-1013,39-1013.00,First-Line Supervisors of Entertainment and Recreation Workers,Supervisors of Personal Care and Service Workers,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.8906,False,0.2413107692307692,4.01,91.11,0.0563988937014615,0.3,E2,E1,63820.0,51760.0,76340.0,69050.0,57890.0,68010.0,69070.0,63820.0,60370.0,63820.0,64980.0,63820.0,63820.0,63820.0,64620.0,61680.0,52820.0,57570.0,57830.0,57560.0,59440.0,74160.0,63820.0,62090.0,52490.0,58010.0,62050.0,48300.0,43610.0,66680.0,59000.0,64210.0,60140.0,74530.0,63820.0,49900.0,55680.0,58900.0,76960.0,63200.0,66660.0,47750.0,47720.0,63820.0,54340.0,63820.0,63820.0,63820.0,77350.0,59210.0,56670.0,63820.0,63820.0,37180.0,63820.0,26010.0,80.0,90.0,580.0,110.0,3010.0,250.0,282.0,110.0,117.0,1140.0,812.0,104.0,142.0,510.0,700.0,370.0,150.0,50.0,610.0,30.0,600.0,270.0,1000.0,770.0,1030.0,370.0,860.0,100.0,5590.0,70.0,1120.0,170.0,560.0,821.0,220.0,330.0,1160.0,150.0,700.0,100.0,60.0,60.0,545.0,190.0,288.0,50.0,683.0,910.0,270.0,150.0,47.0,11.0,390.0,5.0
"Examine and analyze data from ground surveys, reports, aerial photographs, and satellite images to prepare topographic maps, aerial-photograph mosaics, and related charts.",examine and analyze data from ground surveys reports aerial photographs and satellite images to prepare topographic maps aerialphotograph mosaics and related charts,"Analyze physical, survey, or geographic data.",Analyze environmental or geospatial data.,Analyzing Data or Information,Cartographers and Photogrammetrists,cartographers and photogrammetrists,17-1021.00,Cartographers and Photogrammetrists,17-1021,17-1021.00,"Surveyors, Cartographers, and Photogrammetrists","Architects, Surveyors, and Cartographers",Architecture and Engineering Occupations,2026-05-31,0.0113071264295034,4.9519,False,1.5690365384615383,3.99,83.65,1.015532643546192,0.9045728906681676,E2,E2,81390.0,81390.0,89170.0,82260.0,81390.0,102780.0,86960.0,84100.0,81390.0,81390.0,79650.0,62630.0,81390.0,72930.0,54680.0,74800.0,84570.0,81390.0,71470.0,59990.0,78670.0,84360.0,92230.0,75090.0,99850.0,81390.0,76950.0,72220.0,81500.0,93560.0,72130.0,88480.0,79200.0,89290.0,81080.0,71070.0,70990.0,86410.0,88240.0,73180.0,81390.0,72260.0,72910.0,72990.0,73970.0,75220.0,81390.0,86660.0,96100.0,81390.0,76760.0,70590.0,81390.0,81390.0,81390.0,14260.0,193.0,60.0,400.0,119.0,1450.0,1220.0,150.0,44.0,64.0,610.0,490.0,57.0,100.0,180.0,40.0,90.0,230.0,90.0,176.0,40.0,450.0,160.0,250.0,100.0,106.0,170.0,160.0,50.0,180.0,70.0,170.0,70.0,230.0,900.0,80.0,490.0,70.0,640.0,140.0,46.0,150.0,140.0,150.0,1780.0,150.0,28.0,860.0,870.0,64.0,260.0,100.0,6.0,86.0,3.0
"Examine and evaluate financial and information systems, recommending controls to ensure system reliability and data integrity.",examine and evaluate financial and information systems recommending controls to ensure system reliability and data integrity,Examine financial records or processes.,"Examine financial activities, operations, or systems.",Evaluating Information to Determine Compliance with Standards,Accountants and Auditors,accountants and auditors,13-2011.00,Accountants and Auditors,13-2011,13-2011.00,Accountants and Auditors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.6955304469553045,False,0.0976923076923076,4.3,100.0,0.0457580733442801,1.1,E1,E2,83680.0,74880.0,83460.0,79970.0,66330.0,97050.0,97030.0,97550.0,95020.0,111530.0,79250.0,81900.0,74500.0,74730.0,80230.0,77720.0,77440.0,79000.0,75270.0,73810.0,77480.0,89370.0,99460.0,78820.0,81600.0,68100.0,76590.0,75810.0,72080.0,81600.0,83470.0,100830.0,78580.0,102640.0,82050.0,75730.0,79320.0,79370.0,85800.0,79000.0,95820.0,76560.0,78880.0,76840.0,80920.0,79990.0,78890.0,93290.0,96550.0,73320.0,79400.0,77620.0,50410.0,43530.0,59060.0,1449500.0,24300.0,2190.0,27410.0,7870.0,175360.0,35410.0,16770.0,6570.0,9810.0,91000.0,44020.0,4670.0,5570.0,54930.0,25660.0,13210.0,13610.0,11930.0,14050.0,3860.0,26170.0,46230.0,41460.0,30530.0,7350.0,28000.0,4730.0,10340.0,6930.0,7000.0,42250.0,6300.0,109830.0,49270.0,4430.0,50440.0,16720.0,14920.0,54290.0,6570.0,15270.0,5820.0,27340.0,116470.0,15490.0,2630.0,47100.0,34740.0,4900.0,25100.0,2670.0,610.0,12370.0,340.0
"Examine and evaluate financial and information systems, recommending controls to ensure system reliability and data integrity.",examine and evaluate financial and information systems recommending controls to ensure system reliability and data integrity,Advise others on financial matters.,Advise others on financial matters.,Providing Consultation and Advice to Others,Accountants and Auditors,accountants and auditors,13-2011.00,Accountants and Auditors,13-2011,13-2011.00,Accountants and Auditors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.6955304469553045,False,0.0976923076923076,4.3,100.0,0.0457580733442801,1.1,E1,E2,83680.0,74880.0,83460.0,79970.0,66330.0,97050.0,97030.0,97550.0,95020.0,111530.0,79250.0,81900.0,74500.0,74730.0,80230.0,77720.0,77440.0,79000.0,75270.0,73810.0,77480.0,89370.0,99460.0,78820.0,81600.0,68100.0,76590.0,75810.0,72080.0,81600.0,83470.0,100830.0,78580.0,102640.0,82050.0,75730.0,79320.0,79370.0,85800.0,79000.0,95820.0,76560.0,78880.0,76840.0,80920.0,79990.0,78890.0,93290.0,96550.0,73320.0,79400.0,77620.0,50410.0,43530.0,59060.0,1449500.0,24300.0,2190.0,27410.0,7870.0,175360.0,35410.0,16770.0,6570.0,9810.0,91000.0,44020.0,4670.0,5570.0,54930.0,25660.0,13210.0,13610.0,11930.0,14050.0,3860.0,26170.0,46230.0,41460.0,30530.0,7350.0,28000.0,4730.0,10340.0,6930.0,7000.0,42250.0,6300.0,109830.0,49270.0,4430.0,50440.0,16720.0,14920.0,54290.0,6570.0,15270.0,5820.0,27340.0,116470.0,15490.0,2630.0,47100.0,34740.0,4900.0,25100.0,2670.0,610.0,12370.0,340.0
"Examine carrier operating rules, employee qualification guidelines, or carrier training and testing programs for compliance with regulations or safety standards.",examine carrier operating rules employee qualification guidelines or carrier training and testing programs for compliance with regulations or safety standards,Review documents or materials for compliance with policies or regulations.,Examine materials or documentation for accuracy or compliance.,Evaluating Information to Determine Compliance with Standards,"Transportation Vehicle, Equipment and Systems Inspectors, Except Aviation",transportation vehicle equipment and systems inspectors except aviation,53-6051.07,"Transportation Vehicle, Equipment and Systems Inspectors, Except Aviation",53-6051,53-6051.07,Transportation Inspectors,Other Transportation Workers,Transportation and Material Moving Occupations,2026-05-31,0.0113071264295034,4.848588625985887,False,1.0856123076923077,3.37,38.27,2.0468203067495305,3.406889992968873,E2,E2,92100.0,108140.0,123120.0,62250.0,85130.0,83000.0,81820.0,91520.0,92100.0,89960.0,101470.0,95030.0,108270.0,54330.0,47990.0,80330.0,116850.0,103380.0,83970.0,77460.0,63750.0,100700.0,79650.0,35890.0,92860.0,92100.0,64690.0,62810.0,92100.0,50060.0,92100.0,49250.0,63690.0,93420.0,84470.0,106330.0,77010.0,111070.0,78110.0,81550.0,92100.0,80490.0,70080.0,78430.0,101440.0,64480.0,92100.0,68610.0,104250.0,58670.0,75260.0,92100.0,52540.0,29760.0,92100.0,8166.666666666666,600.0,152.0,744.0,108.0,1604.0,412.0,296.0,81.0,134.0,1460.0,788.0,134.0,152.0,1012.0,224.0,54.0,188.0,233.0,116.0,81.0,224.0,170.0,484.0,278.0,55.0,340.0,161.0,179.0,385.0,32.0,833.0,206.0,3333.0,340.0,54.0,385.0,421.0,224.0,305.0,23.0,394.0,90.0,376.0,2052.0,188.0,14.0,296.0,439.0,81.0,108.0,13.0,63.0,224.0,2.0
Examine credentials of unauthorized persons attempting to enter secured areas.,examine credentials of unauthorized persons attempting to enter secured areas,Examine personal documentation to ensure that it is valid.,Verify personal information.,Processing Information,Transit and Railroad Police,transit and railroad police,33-3052.00,Transit and Railroad Police,33-3052,33-3052.00,Police Officers,Law Enforcement Workers,Protective Service Occupations,2026-05-31,0.0030529241359659,4.769178700361011,True,0.7834865384615385,3.97,90.09,0.0582875741001572,0.1,E0,E2,90230.0,90230.0,90230.0,90230.0,90230.0,109650.0,90230.0,90230.0,90230.0,90230.0,69810.0,57690.0,90230.0,90230.0,90230.0,90230.0,90230.0,90230.0,90230.0,90230.0,90230.0,99420.0,90230.0,90230.0,90230.0,90230.0,67840.0,90230.0,90230.0,90230.0,90230.0,106290.0,90230.0,90460.0,90230.0,90230.0,90230.0,90230.0,90230.0,90230.0,90230.0,90230.0,90230.0,90230.0,78480.0,87770.0,90230.0,90230.0,90230.0,90230.0,90230.0,90230.0,90230.0,90230.0,90230.0,4390.0,59.0,9.0,91.0,37.0,100.0,81.0,48.0,14.0,20.0,40.0,240.0,18.0,24.0,171.0,90.0,44.0,40.0,56.0,54.0,18.0,77.0,102.0,124.0,83.0,33.0,90.0,14.0,29.0,44.0,19.0,340.0,24.0,272.0,139.0,12.0,156.0,48.0,55.0,170.0,14.0,65.0,13.0,92.0,80.0,80.0,9.0,115.0,100.0,20.0,82.0,8.0,2.0,26.0,1.0
"Examine documentation such as mortgages, liens, judgments, easements, plat books, maps, contracts, and agreements to verify factors such as properties' legal descriptions, ownership, or restrictions.",examine documentation such as mortgages liens judgments easements plat books maps contracts and agreements to verify factors such as properties legal descriptions ownership or restrictions,Evaluate information related to legal matters in public or personal records.,Consult legal materials or public records.,Getting Information,"Title Examiners, Abstractors, and Searchers",title examiners abstractors and searchers,23-2093.00,"Title Examiners, Abstractors, and Searchers",23-2093,23-2093.00,Miscellaneous Legal Support Workers,Legal Support Workers,Legal Occupations,2026-05-31,0.0030529241359659,4.8956,False,5.0696,4.75,100.0,1.75012,0.4,E2,E2,58650.0,61330.0,75960.0,49580.0,47510.0,67230.0,77600.0,62940.0,65270.0,58650.0,58450.0,48320.0,58650.0,61730.0,49990.0,46150.0,46330.0,54640.0,52860.0,38470.0,48900.0,55460.0,69100.0,49540.0,58250.0,47060.0,48190.0,58650.0,48880.0,71050.0,62090.0,61930.0,57940.0,61380.0,50500.0,59980.0,56680.0,50270.0,76930.0,52220.0,63300.0,46740.0,59300.0,50240.0,60120.0,62210.0,58650.0,54230.0,66440.0,77230.0,48070.0,48710.0,58650.0,44570.0,58650.0,48580.0,656.0,100.0,1210.0,650.0,5653.0,1400.0,90.0,140.0,218.0,4800.0,660.0,90.0,640.0,1290.0,993.0,400.0,710.0,270.0,390.0,70.0,420.0,1129.0,1367.0,560.0,150.0,1470.0,159.0,360.0,620.0,212.0,550.0,480.0,2130.0,400.0,140.0,1860.0,1500.0,640.0,2220.0,120.0,715.0,180.0,1160.0,6770.0,1160.0,94.0,1340.0,930.0,350.0,700.0,200.0,21.0,291.0,10.0
"Examine documentation such as mortgages, liens, judgments, easements, plat books, maps, contracts, and agreements to verify factors such as properties' legal descriptions, ownership, or restrictions.",examine documentation such as mortgages liens judgments easements plat books maps contracts and agreements to verify factors such as properties legal descriptions ownership or restrictions,Research relevant legal materials to aid decision making.,Consult legal materials or public records.,Getting Information,"Title Examiners, Abstractors, and Searchers",title examiners abstractors and searchers,23-2093.00,"Title Examiners, Abstractors, and Searchers",23-2093,23-2093.00,Miscellaneous Legal Support Workers,Legal Support Workers,Legal Occupations,2026-05-31,0.0030529241359659,4.8956,False,5.0696,4.75,100.0,1.75012,0.4,E2,E2,58650.0,61330.0,75960.0,49580.0,47510.0,67230.0,77600.0,62940.0,65270.0,58650.0,58450.0,48320.0,58650.0,61730.0,49990.0,46150.0,46330.0,54640.0,52860.0,38470.0,48900.0,55460.0,69100.0,49540.0,58250.0,47060.0,48190.0,58650.0,48880.0,71050.0,62090.0,61930.0,57940.0,61380.0,50500.0,59980.0,56680.0,50270.0,76930.0,52220.0,63300.0,46740.0,59300.0,50240.0,60120.0,62210.0,58650.0,54230.0,66440.0,77230.0,48070.0,48710.0,58650.0,44570.0,58650.0,48580.0,656.0,100.0,1210.0,650.0,5653.0,1400.0,90.0,140.0,218.0,4800.0,660.0,90.0,640.0,1290.0,993.0,400.0,710.0,270.0,390.0,70.0,420.0,1129.0,1367.0,560.0,150.0,1470.0,159.0,360.0,620.0,212.0,550.0,480.0,2130.0,400.0,140.0,1860.0,1500.0,640.0,2220.0,120.0,715.0,180.0,1160.0,6770.0,1160.0,94.0,1340.0,930.0,350.0,700.0,200.0,21.0,291.0,10.0
"Examine documents, materials, or products and monitor work processes to assess completeness, accuracy, and conformance to standards and specifications.",examine documents materials or products and monitor work processes to assess completeness accuracy and conformance to standards and specifications,Inspect items for damage or defects.,Inspect completed work or finished products.,"Inspecting Equipment, Structures, or Materials","Production, Planning, and Expediting Clerks",production planning and expediting clerks,43-5061.00,"Production, Planning, and Expediting Clerks",43-5061,43-5061.00,"Production, Planning, and Expediting Clerks","Material Recording, Scheduling, Dispatching, and Distributing Workers",Office and Administrative Support Occupations,2026-05-31,1.6395333322780017,4.574572864321609,True,0.8395026923076924,3.85,60.26,0.209636427490411,0.4,E1,E2,59650.0,57240.0,62590.0,58580.0,50350.0,63000.0,63980.0,63240.0,62700.0,72660.0,51940.0,56850.0,63780.0,59950.0,57880.0,58980.0,60320.0,57080.0,55690.0,60120.0,60200.0,58590.0,60280.0,61670.0,61490.0,51080.0,54170.0,50800.0,55710.0,55790.0,61590.0,62710.0,49640.0,60920.0,52640.0,58330.0,57830.0,56300.0,60790.0,59240.0,65310.0,57640.0,50530.0,53020.0,55850.0,61650.0,60560.0,61780.0,77190.0,56290.0,58540.0,69710.0,53070.0,37570.0,59650.0,390160.0,2680.0,380.0,9780.0,2390.0,56080.0,7800.0,4090.0,450.0,430.0,20850.0,16370.0,1040.0,1070.0,11900.0,9100.0,3540.0,4320.0,6480.0,1970.0,1240.0,4670.0,5650.0,7560.0,7330.0,2030.0,6310.0,830.0,1690.0,2190.0,1600.0,9410.0,1040.0,35160.0,13000.0,450.0,17700.0,5820.0,2790.0,8790.0,960.0,7020.0,690.0,12740.0,33080.0,4550.0,430.0,8490.0,8851.0,750.0,9140.0,110.0,190.0,1780.0,80.0
"Examine documents, materials, or products and monitor work processes to assess completeness, accuracy, and conformance to standards and specifications.",examine documents materials or products and monitor work processes to assess completeness accuracy and conformance to standards and specifications,Examine documents to verify adherence to requirements.,Examine materials or documentation for accuracy or compliance.,Evaluating Information to Determine Compliance with Standards,"Production, Planning, and Expediting Clerks",production planning and expediting clerks,43-5061.00,"Production, Planning, and Expediting Clerks",43-5061,43-5061.00,"Production, Planning, and Expediting Clerks","Material Recording, Scheduling, Dispatching, and Distributing Workers",Office and Administrative Support Occupations,2026-05-31,1.6395333322780017,4.574572864321609,True,0.8395026923076924,3.85,60.26,0.209636427490411,0.4,E1,E2,59650.0,57240.0,62590.0,58580.0,50350.0,63000.0,63980.0,63240.0,62700.0,72660.0,51940.0,56850.0,63780.0,59950.0,57880.0,58980.0,60320.0,57080.0,55690.0,60120.0,60200.0,58590.0,60280.0,61670.0,61490.0,51080.0,54170.0,50800.0,55710.0,55790.0,61590.0,62710.0,49640.0,60920.0,52640.0,58330.0,57830.0,56300.0,60790.0,59240.0,65310.0,57640.0,50530.0,53020.0,55850.0,61650.0,60560.0,61780.0,77190.0,56290.0,58540.0,69710.0,53070.0,37570.0,59650.0,390160.0,2680.0,380.0,9780.0,2390.0,56080.0,7800.0,4090.0,450.0,430.0,20850.0,16370.0,1040.0,1070.0,11900.0,9100.0,3540.0,4320.0,6480.0,1970.0,1240.0,4670.0,5650.0,7560.0,7330.0,2030.0,6310.0,830.0,1690.0,2190.0,1600.0,9410.0,1040.0,35160.0,13000.0,450.0,17700.0,5820.0,2790.0,8790.0,960.0,7020.0,690.0,12740.0,33080.0,4550.0,430.0,8490.0,8851.0,750.0,9140.0,110.0,190.0,1780.0,80.0
"Examine documents to determine degree of risk from factors such as applicant health, financial standing and value, and condition of property.",examine documents to determine degree of risk from factors such as applicant health financial standing and value and condition of property,Assess financial status of clients.,"Evaluate condition of financial assets, property, or other resources.","Judging the Qualities of Objects, Services, or People",Insurance Underwriters,insurance underwriters,13-2053.00,Insurance Underwriters,13-2053,13-2053.00,Financial Analysts and Advisors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,5.0,False,4.793708076923076,4.53,100.0,3.458821158765401,0.8617739502108873,E2,E2,81370.0,62220.0,81620.0,77740.0,82130.0,95320.0,100640.0,100690.0,81370.0,82070.0,78720.0,85980.0,73260.0,62530.0,89620.0,77440.0,75160.0,77070.0,79830.0,76540.0,95510.0,92120.0,106640.0,77380.0,80700.0,59250.0,80040.0,63140.0,75120.0,101440.0,103940.0,96220.0,64000.0,97450.0,77120.0,74130.0,79260.0,66770.0,79200.0,78950.0,84720.0,79570.0,83130.0,78840.0,78890.0,72730.0,77990.0,81870.0,99400.0,81370.0,97370.0,62290.0,81370.0,46990.0,81370.0,105420.0,1540.0,100.0,3360.0,290.0,6580.0,2040.0,2010.0,210.0,473.0,7300.0,7160.0,230.0,360.0,4107.0,2170.0,1490.0,1230.0,900.0,1050.0,520.0,1310.0,2890.0,2590.0,2550.0,600.0,2130.0,140.0,1410.0,480.0,270.0,3150.0,100.0,6900.0,3460.0,210.0,5110.0,600.0,570.0,5160.0,250.0,910.0,210.0,1250.0,9980.0,490.0,210.0,2470.0,1740.0,190.0,3110.0,50.0,45.0,870.0,22.0
"Examine documents to determine degree of risk from factors such as applicant health, financial standing and value, and condition of property.",examine documents to determine degree of risk from factors such as applicant health financial standing and value and condition of property,Analyze health-related data.,Analyze health or medical data.,Analyzing Data or Information,Insurance Underwriters,insurance underwriters,13-2053.00,Insurance Underwriters,13-2053,13-2053.00,Financial Analysts and Advisors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,5.0,False,4.793708076923076,4.53,100.0,3.458821158765401,0.8617739502108873,E2,E2,81370.0,62220.0,81620.0,77740.0,82130.0,95320.0,100640.0,100690.0,81370.0,82070.0,78720.0,85980.0,73260.0,62530.0,89620.0,77440.0,75160.0,77070.0,79830.0,76540.0,95510.0,92120.0,106640.0,77380.0,80700.0,59250.0,80040.0,63140.0,75120.0,101440.0,103940.0,96220.0,64000.0,97450.0,77120.0,74130.0,79260.0,66770.0,79200.0,78950.0,84720.0,79570.0,83130.0,78840.0,78890.0,72730.0,77990.0,81870.0,99400.0,81370.0,97370.0,62290.0,81370.0,46990.0,81370.0,105420.0,1540.0,100.0,3360.0,290.0,6580.0,2040.0,2010.0,210.0,473.0,7300.0,7160.0,230.0,360.0,4107.0,2170.0,1490.0,1230.0,900.0,1050.0,520.0,1310.0,2890.0,2590.0,2550.0,600.0,2130.0,140.0,1410.0,480.0,270.0,3150.0,100.0,6900.0,3460.0,210.0,5110.0,600.0,570.0,5160.0,250.0,910.0,210.0,1250.0,9980.0,490.0,210.0,2470.0,1740.0,190.0,3110.0,50.0,45.0,870.0,22.0
"Examine, evaluate, or process loan applications.",examine evaluate or process loan applications,Analyze financial records to improve budgeting or planning.,Analyze business or financial data.,Analyzing Data or Information,Financial Managers,financial managers,11-3031.00,Financial Managers,11-3031,11-3031.00,Financial Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.8939,False,1.2864276923076925,3.98,44.6,0.282167959075522,0.4,E2,E2,166570.0,140500.0,127030.0,139830.0,116570.0,180770.0,182690.0,174830.0,181580.0,188880.0,153280.0,166790.0,134210.0,127210.0,165880.0,135840.0,133320.0,159380.0,130650.0,126800.0,133610.0,158750.0,206760.0,139370.0,163410.0,111390.0,143460.0,131060.0,140360.0,132490.0,144730.0,199110.0,133700.0,219880.0,166780.0,135890.0,140870.0,132460.0,156460.0,145610.0,166940.0,136160.0,159700.0,141010.0,164860.0,150450.0,128690.0,185220.0,174840.0,113140.0,139720.0,124910.0,80390.0,90660.0,94990.0,19400.0,7200.0,140.0,1030.0,492.0,6452.0,736.0,1386.0,194.0,617.0,3382.0,1479.0,262.0,216.0,3645.0,868.0,631.0,359.0,458.0,489.0,216.0,1367.0,1808.0,1555.0,1153.0,240.0,922.0,104.0,389.0,559.0,299.0,32510.0,175.0,5588.0,1553.0,148.0,1892.0,461.0,526.0,2225.0,178.0,624.0,69.0,1219.0,4969.0,613.0,124.0,1442.0,894.0,180.0,1074.0,50.0,26.0,263.0,12.0
Examine incoming or outgoing mail to ensure conformance with regulations.,examine incoming or outgoing mail to ensure conformance with regulations,Review documents or materials for compliance with policies or regulations.,Examine materials or documentation for accuracy or compliance.,Evaluating Information to Determine Compliance with Standards,First-Line Supervisors of Correctional Officers,firstline supervisors of correctional officers,33-1011.00,First-Line Supervisors of Correctional Officers,33-1011,33-1011.00,First-Line Supervisors of Law Enforcement Workers,Supervisors of Protective Service Workers,Protective Service Occupations,2026-05-31,0.1582997700130484,4.884576305628936,True,0.9897534615384616,4.18,74.79,0.0698886761609543,0.1,E2,E2,77970.0,80230.0,98420.0,74840.0,49590.0,131210.0,81460.0,89160.0,84760.0,77970.0,55620.0,58640.0,97200.0,79330.0,105450.0,61460.0,74420.0,71590.0,62780.0,58960.0,67750.0,79150.0,105930.0,78150.0,96720.0,56470.0,46840.0,74630.0,80490.0,107260.0,85550.0,117450.0,63380.0,103320.0,67270.0,73240.0,77570.0,56100.0,99890.0,94600.0,77970.0,77110.0,77400.0,74140.0,62590.0,110410.0,81700.0,64190.0,98910.0,56490.0,96260.0,70770.0,77970.0,77970.0,77970.0,53380.0,470.0,300.0,890.0,1720.0,4550.0,810.0,490.0,240.0,239.0,6480.0,2310.0,60.0,160.0,2860.0,1360.0,310.0,1080.0,780.0,1300.0,140.0,2010.0,460.0,1020.0,750.0,340.0,1090.0,240.0,340.0,190.0,150.0,1340.0,530.0,3380.0,1090.0,180.0,600.0,530.0,610.0,1520.0,171.0,360.0,80.0,740.0,4200.0,340.0,60.0,2230.0,1400.0,230.0,800.0,110.0,23.0,320.0,11.0
Examine invoices and shipping manifests for conformity to tariff and customs regulations.,examine invoices and shipping manifests for conformity to tariff and customs regulations,Examine financial records to ensure compliance with policies or regulations.,"Examine financial activities, operations, or systems.",Evaluating Information to Determine Compliance with Standards,"Transportation, Storage, and Distribution Managers",transportation storage and distribution managers,11-3071.00,"Transportation, Storage, and Distribution Managers",11-3071,11-3071.00,"Transportation, Storage, and Distribution Managers",Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.9655000000000005,False,0.6236553846153846,3.68,79.17,0.0742546546025398,0.2,E2,E2,107230.0,118320.0,103080.0,98750.0,89200.0,123780.0,132610.0,114210.0,145000.0,132180.0,101570.0,123330.0,101480.0,93920.0,120250.0,108720.0,99010.0,106130.0,100340.0,93650.0,102110.0,105180.0,123830.0,99100.0,118180.0,85770.0,102870.0,108180.0,97380.0,99860.0,129470.0,130610.0,101420.0,127180.0,106100.0,100720.0,101550.0,96830.0,103520.0,105240.0,117600.0,106860.0,107410.0,100740.0,100700.0,102180.0,101850.0,119140.0,136500.0,98230.0,95900.0,112310.0,83360.0,83560.0,56390.0,67132.0,759.0,140.0,2058.0,874.0,18539.0,1402.0,1463.0,188.0,370.0,4258.0,4067.0,504.0,631.0,6696.0,2543.0,1123.0,698.0,1420.0,1724.0,225.0,2155.0,2616.0,4966.0,2446.0,1463.0,2216.0,182.0,862.0,1366.0,322.0,5536.0,401.0,4091.0,4037.0,237.0,5755.0,1008.0,1736.0,5184.0,273.0,2100.0,225.0,2981.0,17428.0,1827.0,237.0,2052.0,1512.0,322.0,3284.0,79.0,91.0,498.0,24.0
Examine legal documents submitted to courts for adherence to laws or court procedures.,examine legal documents submitted to courts for adherence to laws or court procedures,Examine documents to verify adherence to requirements.,Examine materials or documentation for accuracy or compliance.,Evaluating Information to Determine Compliance with Standards,"Court, Municipal, and License Clerks",court municipal and license clerks,43-4031.00,"Court, Municipal, and License Clerks",43-4031,43-4031.00,"Court, Municipal, and License Clerks",Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.360489615731915,False,3.723875384615385,4.53,89.32,1.0147705264161295,0.4,E2,E2,48700.0,38360.0,54270.0,48700.0,36960.0,63320.0,50410.0,60480.0,44600.0,66130.0,47100.0,42960.0,51890.0,48450.0,46920.0,46350.0,48280.0,44740.0,43680.0,46570.0,48580.0,58380.0,61730.0,48690.0,56520.0,37210.0,41020.0,45680.0,48420.0,56680.0,46590.0,53700.0,46960.0,53500.0,49110.0,53850.0,48030.0,39120.0,61300.0,44830.0,61670.0,43460.0,43850.0,44720.0,46580.0,51130.0,53000.0,45650.0,64680.0,37810.0,51920.0,46540.0,48700.0,48700.0,48700.0,179750.0,2050.0,650.0,3560.0,2090.0,12460.0,7920.0,1300.0,980.0,50.0,11180.0,5750.0,510.0,1500.0,8370.0,3460.0,2390.0,1290.0,2370.0,2900.0,1150.0,2360.0,4360.0,5620.0,5360.0,2950.0,4760.0,1340.0,1210.0,1250.0,550.0,5710.0,1040.0,11850.0,5240.0,600.0,9550.0,2730.0,1820.0,3320.0,660.0,2020.0,920.0,3050.0,15730.0,1280.0,890.0,4610.0,3450.0,1590.0,1240.0,770.0,76.0,1078.0,37.0
"Examine merchandise to ensure correct pricing and display, and that it functions as advertised.",examine merchandise to ensure correct pricing and display and that it functions as advertised,Examine condition of property or products.,Inspect characteristics or conditions of materials or products.,"Inspecting Equipment, Structures, or Materials",First-Line Supervisors of Non-Retail Sales Workers,firstline supervisors of nonretail sales workers,41-1012.00,First-Line Supervisors of Non-Retail Sales Workers,41-1012,41-1012.00,First-Line Supervisors of Sales Workers,Supervisors of Sales Workers,Sales and Related Occupations,2026-05-31,0.0030529241359659,4.812237552489502,True,0.9110538461538462,3.89,38.64,0.0475035019014454,0.1,E0,E2,87520.0,77070.0,83900.0,82350.0,64980.0,81140.0,110450.0,78950.0,86260.0,88420.0,81650.0,82400.0,63490.0,78200.0,88820.0,84650.0,89640.0,74220.0,73320.0,73700.0,82910.0,82620.0,115150.0,80170.0,88510.0,68180.0,79440.0,77030.0,82980.0,76750.0,97470.0,99030.0,75540.0,121780.0,91200.0,79060.0,81720.0,74840.0,80460.0,82870.0,85420.0,77130.0,105680.0,85980.0,74590.0,81600.0,81850.0,98170.0,95150.0,62970.0,91980.0,80230.0,45900.0,46260.0,77520.0,214390.0,2410.0,540.0,2550.0,1800.0,19600.0,8230.0,1430.0,960.0,580.0,15120.0,10460.0,890.0,970.0,5280.0,3820.0,2530.0,840.0,2090.0,1840.0,820.0,3050.0,5490.0,3490.0,2130.0,1860.0,2910.0,660.0,1870.0,1510.0,1460.0,10370.0,880.0,16870.0,11080.0,310.0,5980.0,2620.0,2080.0,5930.0,350.0,3230.0,680.0,4510.0,20690.0,1850.0,200.0,9020.0,4830.0,510.0,4930.0,260.0,50.0,1270.0,40.0
Examine merchandise to ensure that it is correctly priced and displayed and that it functions as advertised.,examine merchandise to ensure that it is correctly priced and displayed and that it functions as advertised,Examine condition of property or products.,Inspect characteristics or conditions of materials or products.,"Inspecting Equipment, Structures, or Materials",First-Line Supervisors of Retail Sales Workers,firstline supervisors of retail sales workers,41-1011.00,First-Line Supervisors of Retail Sales Workers,41-1011,41-1011.00,First-Line Supervisors of Sales Workers,Supervisors of Sales Workers,Sales and Related Occupations,2026-05-31,0.0030529241359659,4.978700000000001,True,2.508930769230769,4.38,89.43,0.1938790768183913,0.1,E2,E2,48520.0,44860.0,57080.0,48010.0,36950.0,54870.0,58200.0,56510.0,55710.0,58470.0,48410.0,46150.0,55850.0,46140.0,47990.0,47790.0,46610.0,46950.0,40080.0,43860.0,53580.0,47000.0,57490.0,46430.0,48770.0,45760.0,46860.0,49300.0,45280.0,46900.0,51650.0,57320.0,46550.0,58300.0,47760.0,49350.0,45680.0,45430.0,50660.0,46690.0,58570.0,47770.0,56680.0,47880.0,46280.0,47470.0,55760.0,47990.0,60750.0,39740.0,49550.0,45980.0,29720.0,30090.0,44880.0,1121800.0,25020.0,3030.0,20260.0,11050.0,109180.0,26390.0,13910.0,4200.0,1470.0,80470.0,36900.0,6580.0,7330.0,36940.0,22090.0,9970.0,9250.0,18290.0,16910.0,5760.0,23080.0,20240.0,30750.0,21530.0,13020.0,19160.0,5830.0,7010.0,10500.0,6610.0,31160.0,7660.0,50830.0,39890.0,2640.0,39110.0,15340.0,13940.0,40970.0,3880.000000000001,19390.0,3660.0,26470.0,103410.0,10270.0,2310.0,32250.0,27640.0,7420.0,17750.0,3060.0,690.0,12700.0,440.0
"Examine news items of local, national, and international significance to determine topics to address, or obtain assignments from editorial staff members.",examine news items of local national and international significance to determine topics to address or obtain assignments from editorial staff members,Determine presentation subjects or content.,"Develop news, entertainment, or artistic content.",Thinking Creatively,Broadcast News Analysts,broadcast news analysts,27-3021.00,"News Analysts, Reporters, and Journalists",27-3023,27-3023.00,"News Analysts, Reporters and Journalists",Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.956099999999999,False,3.9773338461538463,4.68,93.65,0.3227992986812087,0.1,E1,E2,62200.0,43440.0,43820.0,43100.0,37450.0,62200.0,60770.0,61620.0,55600.0,105390.0,58730.0,81910.0,56730.0,51190.0,60590.0,47610.0,43540.0,45870.0,47530.0,50750.0,50090.0,63680.0,62200.0,62760.0,46490.0,45240.0,46920.0,47960.0,40420.0,78550.0,48450.0,59830.0,54610.0,100770.0,58670.0,43420.0,47880.0,48210.0,49200.0,62200.0,74570.0,47940.0,43520.0,62390.0,48470.0,61880.0,46970.0,62140.0,54760.0,35280.0,57530.0,36040.0,62200.0,44870.0,62200.0,39250.0,530.0,90.0,450.0,260.0,4140.0,590.0,470.0,70.0,1720.0,2490.0,1520.0,120.0,220.0,1060.0,530.0,590.0,400.0,370.0,410.0,250.00000000000003,580.0,810.0,960.0,510.0,310.0,480.0,290.0,350.0,370.0,90.0,500.00000000000006,170.0,5750.0,930.0,160.0,1340.0,400.0,410.0,1160.0,150.0,480.0,190.0,600.0,2670.0,240.0,90.0,1110.0,880.0,190.0,740.0,80.0,17.0,220.0,8.0
Examine products purchased for resale or received for storage to assess the condition of each product or item.,examine products purchased for resale or received for storage to assess the condition of each product or item,Examine condition of property or products.,Inspect characteristics or conditions of materials or products.,"Inspecting Equipment, Structures, or Materials",First-Line Supervisors of Retail Sales Workers,firstline supervisors of retail sales workers,41-1011.00,First-Line Supervisors of Retail Sales Workers,41-1011,41-1011.00,First-Line Supervisors of Sales Workers,Supervisors of Sales Workers,Sales and Related Occupations,2026-05-31,0.0113071264295034,4.976697669766977,True,1.6149107692307694,4.04,83.87,0.1172240728744497,0.1,E0,E2,48520.0,44860.0,57080.0,48010.0,36950.0,54870.0,58200.0,56510.0,55710.0,58470.0,48410.0,46150.0,55850.0,46140.0,47990.0,47790.0,46610.0,46950.0,40080.0,43860.0,53580.0,47000.0,57490.0,46430.0,48770.0,45760.0,46860.0,49300.0,45280.0,46900.0,51650.0,57320.0,46550.0,58300.0,47760.0,49350.0,45680.0,45430.0,50660.0,46690.0,58570.0,47770.0,56680.0,47880.0,46280.0,47470.0,55760.0,47990.0,60750.0,39740.0,49550.0,45980.0,29720.0,30090.0,44880.0,1121800.0,25020.0,3030.0,20260.0,11050.0,109180.0,26390.0,13910.0,4200.0,1470.0,80470.0,36900.0,6580.0,7330.0,36940.0,22090.0,9970.0,9250.0,18290.0,16910.0,5760.0,23080.0,20240.0,30750.0,21530.0,13020.0,19160.0,5830.0,7010.0,10500.0,6610.0,31160.0,7660.0,50830.0,39890.0,2640.0,39110.0,15340.0,13940.0,40970.0,3880.000000000001,19390.0,3660.0,26470.0,103410.0,10270.0,2310.0,32250.0,27640.0,7420.0,17750.0,3060.0,690.0,12700.0,440.0
Examine products purchased for resale or received for storage to determine product condition.,examine products purchased for resale or received for storage to determine product condition,Examine condition of property or products.,Inspect characteristics or conditions of materials or products.,"Inspecting Equipment, Structures, or Materials",First-Line Supervisors of Non-Retail Sales Workers,firstline supervisors of nonretail sales workers,41-1012.00,First-Line Supervisors of Non-Retail Sales Workers,41-1012,41-1012.00,First-Line Supervisors of Sales Workers,Supervisors of Sales Workers,Sales and Related Occupations,2026-05-31,0.0113071264295034,5.0,True,0.8346865384615385,3.92,32.05,0.0375663187902807,0.1,E0,E2,87520.0,77070.0,83900.0,82350.0,64980.0,81140.0,110450.0,78950.0,86260.0,88420.0,81650.0,82400.0,63490.0,78200.0,88820.0,84650.0,89640.0,74220.0,73320.0,73700.0,82910.0,82620.0,115150.0,80170.0,88510.0,68180.0,79440.0,77030.0,82980.0,76750.0,97470.0,99030.0,75540.0,121780.0,91200.0,79060.0,81720.0,74840.0,80460.0,82870.0,85420.0,77130.0,105680.0,85980.0,74590.0,81600.0,81850.0,98170.0,95150.0,62970.0,91980.0,80230.0,45900.0,46260.0,77520.0,214390.0,2410.0,540.0,2550.0,1800.0,19600.0,8230.0,1430.0,960.0,580.0,15120.0,10460.0,890.0,970.0,5280.0,3820.0,2530.0,840.0,2090.0,1840.0,820.0,3050.0,5490.0,3490.0,2130.0,1860.0,2910.0,660.0,1870.0,1510.0,1460.0,10370.0,880.0,16870.0,11080.0,310.0,5980.0,2620.0,2080.0,5930.0,350.0,3230.0,680.0,4510.0,20690.0,1850.0,200.0,9020.0,4830.0,510.0,4930.0,260.0,50.0,1270.0,40.0
"Examine records, reports, or other documents to establish facts or detect discrepancies.",examine records reports or other documents to establish facts or detect discrepancies,Verify accuracy of financial information.,Evaluate the quality or accuracy of data.,Processing Information,Government Property Inspectors and Investigators,government property inspectors and investigators,13-1041.04,Government Property Inspectors and Investigators,13-1041,13-1041.04,Compliance Officers,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0452285057180138,4.886240737031845,False,0.9292476923076924,4.07,91.37,0.2130641364527032,0.3,E2,E2,80730.0,72990.0,76430.0,74920.0,64680.0,96980.0,82450.0,91810.0,91050.0,111030.0,74920.0,70200.0,82590.0,75450.0,80550.0,78770.0,75620.0,69740.0,69240.0,70290.0,83740.0,84720.0,102060.0,77390.0,85920.0,67450.0,67270.0,66660.0,73920.0,78290.0,82800.0,100000.0,67990.0,90080.0,78500.0,79440.0,75030.0,63000.0,82990.0,85580.0,87620.0,75460.0,72630.0,63960.0,75370.0,67370.0,90420.0,80380.0,88790.0,64270.0,78800.0,79890.0,71930.0,48950.0,67990.0,77429.0,4199.0,920.0,13846.0,3475.0,55562.0,8622.0,3610.0,2395.0,4879.0,33061.0,16029.0,1415.0,1849.0,11863.0,5703.0,4077.0,3965.0,4857.0,4422.0,1994.0,11250.0,14692.0,10827.0,6839.0,1916.0,7797.0,1649.0,3865.0,4901.0,1927.0,14826.0,2673.0,26177.0,12609.0,990.0,12520.0,4712.0,5971.0,22066.0,970.0,5302.0,1259.0,7990.0,47786.0,4188.0,2183.0,16920.0,12398.0,1916.0,6360.0,646.0,290.0,6093.0,230.0
Examine records to locate links in chains of evidence or information.,examine records to locate links in chains of evidence or information,Examine records or other types of data to investigate criminal activities.,Investigate criminal or legal matters.,Getting Information,Detectives and Criminal Investigators,detectives and criminal investigators,33-3021.00,Detectives and Criminal Investigators,33-3021,33-3021.00,Detectives and Criminal Investigators,Law Enforcement Workers,Protective Service Occupations,2026-05-31,0.0030529241359659,4.8888,False,1.7751215384615384,4.38,96.82,0.5589749061790928,0.4,E2,E2,93790.0,66290.0,114940.0,102340.0,54500.0,124840.0,105480.0,95240.0,122050.0,160760.0,77060.0,65430.0,113940.0,72520.0,91190.0,70340.0,79560.0,75740.0,71670.0,60450.0,88310.0,126730.0,110150.0,90650.0,80000.0,58640.0,75650.0,92410.0,100530.0,94470.0,89290.0,116300.0,86840.0,101240.0,63280.0,82290.0,79300.0,80430.0,107450.0,97580.0,88450.0,62760.0,77730.0,77090.0,90510.0,78920.0,106330.0,112760.0,115790.0,92410.0,91040.0,81880.0,93790.0,70760.0,93790.0,19389.0,681.0,71.0,2669.0,285.0,6410.0,981.0,478.0,71.0,1515.0,3274.0,2577.0,224.0,320.0,1662.0,651.0,208.0,539.0,366.0,884.0,280.0,513.0,661.0,1128.0,1001.0,412.0,813.0,254.0,147.0,300.0,147.0,1566.0,1027.0,4880.0,1708.0,213.0,1088.0,620.0,264.0,1713.0,183.0,747.0,127.0,945.0,9592.0,280.0,97.0,1616.0,940.0,112.0,834.0,86.0,8.0,315.0,4.0
"Examine, select, order, or purchase merchandise consistent with quality, quantity, specification requirements, or other factors, such as environmental soundness.",examine select order or purchase merchandise consistent with quality quantity specification requirements or other factors such as environmental soundness,Purchase products or services.,Purchase goods or services.,Monitoring and Controlling Resources,"Wholesale and Retail Buyers, Except Farm Products",wholesale and retail buyers except farm products,13-1022.00,"Wholesale and Retail Buyers, Except Farm Products",13-1022,13-1022.00,Buyers and Purchasing Agents,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.749974106680476,False,1.942746153846154,4.14,92.45,1.003340789994471,0.7,E0,E2,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,163810.0,2212.0,341.0,3390.0,1364.0,19060.0,3008.0,1775.0,507.0,735.0,10391.0,5116.0,657.0,897.0,6382.0,3350.0,1632.0,1504.0,2093.0,2025.0,670.0,2891.0,3807.0,4608.0,3087.0,1217.0,3073.0,535.0,1072.0,1624.0,715.0,4485.0,911.0,10138.0,5172.0,449.0,5808.0,1787.0,2059.0,6347.0,525.0,2412.0,479.0,3431.0,14725.0,1816.0,318.0,4300.0,3716.0,734.0,3078.0,294.0,70.0,982.0,34.0
"Execute or manage banner, video, or other non-text link ad campaigns.",execute or manage banner video or other nontext link ad campaigns,Implement advertising or marketing initiatives.,Implement procedures or processes.,Making Decisions and Solving Problems,Search Marketing Strategists,search marketing strategists,15-1199.10,Search Marketing Strategists,13-1161,13-1161.01,Market Research Analysts and Marketing Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.391277128547579,False,0.3213419230769231,2.89,78.26,0.0890317668444384,0.5,E2,E2,78760.0,59530.0,66710.0,71940.0,65430.0,94700.0,93050.0,77740.0,101270.0,98090.0,75450.0,75850.0,59390.0,60970.0,79120.0,63700.0,66390.0,70430.0,61480.0,59690.0,71980.0,76370.0,101810.0,66780.0,87510.0,56640.0,70140.0,68080.0,60000.0,71840.0,64570.0,88190.0,61950.0,98580.0,78410.0,61580.0,72790.0,61940.0,79150.0,68760.0,86240.0,69440.0,63490.0,69790.0,72520.0,62630.0,74880.0,76980.0,95120.0,52340.0,64800.0,60990.0,42240.0,39330.0,59990.0,449790.0,9503.0,646.0,17952.0,7079.0,134863.0,31578.0,11247.0,3570.0000000000005,7181.0,60770.0,27810.0,1824.0,4281.0,45940.0,14400.0,10058.0,8089.999999999999,7124.0,6071.0,2707.0,15370.0,44977.0,27432.0,24103.0,2968.0,16865.0,1654.0,4281.0,6547.0,4757.0,26039.0,1824.0,91177.0,30700.0,1756.0,31000.0,7498.0,12810.0,31040.0,3636.0,13501.0,1733.0,14770.0,71753.0,14510.0,860.0000000000001,29007.0,27704.0,1869.0,17669.0,963.0,91.0,2741.0,102.0
Execute wire transfers of funds.,execute wire transfers of funds,Execute sales or other financial transactions.,Execute financial transactions.,Performing Administrative Activities,New Accounts Clerks,new accounts clerks,43-4141.00,New Accounts Clerks,43-4141,43-4141.00,New Accounts Clerks,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.854124132298898,False,0.691635,4.08,88.16,0.1783395389278179,0.4,E1,E2,47670.0,44780.0,47670.0,47670.0,35680.0,52100.0,48870.0,57080.0,47150.0,60990.0,45930.0,45770.0,47440.0,45760.0,49040.0,42950.0,45630.0,40170.0,43990.0,47670.0,47420.0,43200.0,47670.0,46780.0,48920.0,40910.0,50270.0,43610.0,47140.0,47450.0,48170.0,57240.0,51380.0,57950.0,49480.0,57970.0,48310.0,43380.0,48330.0,47330.0,47670.0,45500.0,47670.0,49770.0,44040.0,44890.0,47910.0,46350.0,52830.0,38520.0,48050.0,45760.0,47670.0,29630.0,47670.0,36860.0,140.0,77.0,763.0,730.0,950.0,390.0,420.0,140.0,165.0,910.0,1650.0,140.0,350.0,2020.0,480.0,1320.0,1100.0,240.0,160.0,510.0,80.0,857.0,1800.0,1160.0,160.0,590.0,470.0,1150.0,850.0,410.0,230.0,150.0,4800.0,1910.0,140.0,1307.0,1650.0,1410.0,1400.0,118.0,60.0,108.0,420.0,2360.0,210.0,190.0,640.0,310.0,150.0,2100.0,180.0,16.0,221.0,8.0
Expand or modify system to serve new purposes or improve work flow.,expand or modify system to serve new purposes or improve work flow,Modify software programs to improve performance.,Design computer or information systems or applications.,Thinking Creatively,Computer Systems Analysts,computer systems analysts,15-1121.00,Computer Systems Analysts,15-1211,15-1211.00,Computer and Information Analysts,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.1017641378655311,4.4962754177571975,False,0.1853076923076923,3.47,85.73,0.099502965522301,0.8999999999999999,E2,E1,105850.0,101770.0,88520.0,103530.0,81760.0,127720.0,127750.0,109600.0,110560.0,116820.0,101900.0,106240.0,88640.0,75310.0,101570.0,98810.0,95920.0,100770.0,95090.0,95660.0,95820.0,113610.0,128240.0,103410.0,106350.0,86280.0,92060.0,91310.0,91810.0,104060.0,107670.0,122890.0,98220.0,109610.0,106850.0,105470.0,102320.0,95930.0,121620.0,98550.0,134630.0,98280.0,99790.0,95630.0,107390.0,98770.0,99610.0,120840.0,129410.0,105850.0,100440.0,109780.0,59900.0,63730.0,59430.0,421026.0,10632.0,681.0,18364.0,6645.0,95724.0,10098.0,7780.0,3468.0,4020.0,57165.0,18866.0,2707.0,2674.0,33405.0,15657.0,7715.0,6062.0,9611.0,4830.0,4020.0,24863.0,35917.0,22805.0,18364.0,1990.0,12529.0,1378.0,3955.0,4117.0,3387.0,26776.0,3712.0,39061.0,33891.0,454.0,31103.0,3710.0,9141.0,31524.0,1850.0,7699.999999999999,1799.0,16565.0,77782.0,4781.0,956.0,37586.0,39094.0,1669.0,13517.0,502.0,59.99999999999999,2075.0,65.0
"Explain and interpret house rules, such as game rules or betting limits, for patrons.",explain and interpret house rules such as game rules or betting limits for patrons,"Explain regulations, policies, or procedures.","Explain regulations, policies, or procedures.",Interpreting the Meaning of Information for Others,Gaming Supervisors,gaming supervisors,39-1011.00,First-Line Supervisors of Gambling Services Workers,39-1013,39-1013.00,First-Line Supervisors of Entertainment and Recreation Workers,Supervisors of Personal Care and Service Workers,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,3.588185475333474,False,3.887681538461538,4.5,100.0,0.3062010996144114,0.1,E1,E1,63820.0,51760.0,76340.0,69050.0,57890.0,68010.0,69070.0,63820.0,60370.0,63820.0,64980.0,63820.0,63820.0,63820.0,64620.0,61680.0,52820.0,57570.0,57830.0,57560.0,59440.0,74160.0,63820.0,62090.0,52490.0,58010.0,62050.0,48300.0,43610.0,66680.0,59000.0,64210.0,60140.0,74530.0,63820.0,49900.0,55680.0,58900.0,76960.0,63200.0,66660.0,47750.0,47720.0,63820.0,54340.0,63820.0,63820.0,63820.0,77350.0,59210.0,56670.0,63820.0,63820.0,37180.0,63820.0,26010.0,80.0,90.0,580.0,110.0,3010.0,250.0,282.0,110.0,117.0,1140.0,812.0,104.0,142.0,510.0,700.0,370.0,150.0,50.0,610.0,30.0,600.0,270.0,1000.0,770.0,1030.0,370.0,860.0,100.0,5590.0,70.0,1120.0,170.0,560.0,821.0,220.0,330.0,1160.0,150.0,700.0,100.0,60.0,60.0,545.0,190.0,288.0,50.0,683.0,910.0,270.0,150.0,47.0,11.0,390.0,5.0
Explain changes in contract provisions to customers.,explain changes in contract provisions to customers,Provide customer service to clients or users.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,Actuaries,actuaries,15-2011.00,Actuaries,15-2011,15-2011.00,Actuaries,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.782500000000001,False,0.04703,2.42,67.86,0.0016423556684623,0.1,E2,E2,130000.0,136950.0,130000.0,135870.0,130000.0,130510.0,120440.0,166800.0,130000.0,166230.0,132110.0,130000.0,130000.0,130000.0,115430.0,100690.0,128690.0,125010.0,120400.0,80860.0,119620.0,126950.0,126040.0,100640.0,128100.0,106210.0,129220.0,130000.0,102790.0,132370.0,130000.0,142800.0,130000.0,156480.0,128730.0,130000.0,110980.0,109760.0,130380.0,125040.0,111090.0,130000.0,130000.0,108930.0,105020.0,132720.0,130000.0,131900.0,134720.0,130000.0,131640.0,130000.0,130000.0,68100.0,130000.0,26670.0,190.0,55.0,200.0,222.0,1280.0,500.0,1380.0,83.0,160.0,1300.0,1470.0,30.0,146.0,2280.0,780.0,530.0,180.0,70.0,40.0,80.0,580.0,620.0,570.0,1170.0,40.0,390.0,87.0,270.0,120.0,116.0,1260.0,148.0,2630.0,610.0,73.0,1090.0,70.0,210.0,1710.0,100.0,140.0,78.0,300.0,1750.0,180.0,52.0,440.0,360.0,120.0,890.0,48.0,11.0,30.0,5.0
"Explain company personnel policies, benefits, and procedures to employees or job applicants.",explain company personnel policies benefits and procedures to employees or job applicants,"Explain regulations, policies, or procedures.","Explain regulations, policies, or procedures.",Interpreting the Meaning of Information for Others,"Human Resources Assistants, Except Payroll and Timekeeping",human resources assistants except payroll and timekeeping,43-4161.00,"Human Resources Assistants, Except Payroll and Timekeeping",43-4161,43-4161.00,"Human Resources Assistants, Except Payroll and Timekeeping",Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,3.814735259370637,False,1.5912292307692306,4.03,92.6,0.2498913947560172,0.2,E1,E2,50610.0,42140.0,56510.0,47890.0,46190.0,57590.0,54880.0,54130.0,50850.0,59050.0,48330.0,46830.0,49260.0,51770.0,48310.0,47850.0,48490.0,49630.0,50400.0,47490.0,49710.0,56880.0,55840.0,48250.0,54520.0,44780.0,47960.0,50070.0,47130.0,47900.0,51400.0,54410.0,49650.0,52920.0,48190.0,53000.0,48310.0,44950.0,53550.0,48800.0,56370.0,45300.0,45150.0,45760.0,47540.0,45790.0,51810.0,51950.0,57390.0,42990.0,48690.0,49660.0,35990.0,29080.0,50610.0,90220.0,960.0,260.0,1490.0,720.0,11490.0,1660.0,910.0,290.0,610.0,3210.0,2510.0,450.0,280.0,4140.0,1870.0,920.0,660.0,1240.0,750.0,490.0,1480.0,1400.0,1890.0,3380.0,1010.0,1090.0,140.0,440.0,1390.0,470.0,4000.0,620.0,8800.0,2790.0,110.0,2770.0,600.0,1050.0,2700.0,150.0,1190.0,190.0,3930.0,5890.0,700.0,140.0,2160.0,2350.0,480.0,1890.0,90.0,100.0,1050.0,18.0
Explain company policies and procedures to staff using oral or written communication.,explain company policies and procedures to staff using oral or written communication,"Explain regulations, policies, or procedures.","Explain regulations, policies, or procedures.",Interpreting the Meaning of Information for Others,"First-Line Supervisors of Protective Service Workers, All Other",firstline supervisors of protective service workers all other,33-1099.00,First-Line Supervisors of Security Workers,33-1091,33-1091.00,"Miscellaneous First-Line Supervisors, Protective Service Workers",Supervisors of Protective Service Workers,Protective Service Occupations,2026-05-31,0.0030529241359659,3.787888429313819,False,1.0924884615384616,4.33,100.0,0.0911088289790623,0.1,E1,E1,55940.0,47440.0,73500.0,59650.0,54000.0,53960.0,54680.0,55990.0,62840.0,83710.0,47140.0,49400.0,59080.0,49300.0,59540.0,61520.0,46560.0,57960.0,50260.0,50580.0,57200.0,63690.0,57890.0,54500.0,58540.0,43410.0,58200.0,46370.0,45700.0,53210.0,66780.0,61590.0,62330.0,59890.0,57390.0,57720.0,53020.0,51400.0,60940.0,47510.0,51090.0,47100.0,57880.0,50830.0,46740.0,56290.0,78110.0,60790.0,62510.0,45850.0,55270.0,51740.0,42550.0,22640.0,49710.0,81480.0,850.0,260.0,1550.0,970.0,10850.0,1520.0,700.0,180.0,710.0,6560.0,2540.0,590.0,230.0,2370.0,1620.0,390.0,480.0,810.0,890.0,170.0,1640.0,1810.0,1940.0,1260.0,670.0,1090.0,210.0,370.0,2540.0,250.0,2200.0,580.0,7050.0,2730.0,100.0,2030.0,1480.0,980.0,3160.0,250.0,770.0,80.0,1850.0,6490.0,380.0,60.0,2120.0,1800.0,390.0,880.0,90.0,90.0,1090.0,70.0
Explain design specifications to integration or test engineers.,explain design specifications to integration or test engineers,Communicate project information to others.,Communicate with others about specifications or project details.,"Communicating with Supervisors, Peers, or Subordinates",Computer Network Architects,computer network architects,15-1143.00,Computer Network Architects,15-1241,15-1241.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.1666833316668335,False,0.3375530769230769,3.31,70.0,0.0156881387980206,0.1,E2,E1,134050.0,130810.0,119720.0,130890.0,110400.0,158870.0,139230.0,143890.0,148390.0,137670.0,132800.0,133890.0,108000.0,107620.0,132790.0,124190.0,103050.0,100610.0,103740.0,106620.0,108570.0,159460.0,155060.0,112040.0,133270.0,90990.0,103130.0,104300.0,116420.0,138060.0,125420.0,162350.0,109080.0,140390.0,127320.0,108990.0,131070.0,109450.0,135660.0,131840.0,131320.0,134990.0,153390.0,123860.0,133310.0,121000.0,110930.0,141340.0,168070.0,122520.0,131720.0,100520.0,134050.0,78200.0,134050.0,98010.0,4580.0,131.0,4351.0,992.0,16217.0,17864.0,1712.0,829.0,1625.0,10219.0,8387.0,349.0,785.0,8517.0,2214.0,1276.0,1930.0,1865.0,513.0,622.0,6391.0,6838.0,3501.0,2225.0,729.0,3664.0,273.0,1472.0,1101.0,611.0,6173.0,458.0,10688.0,9106.0,251.0,5616.0,1440.0,1679.0,6631.0,502.0,2127.0,458.0,4722.0,14886.0,1450.0,142.0,10230.0,5158.0,393.0,2367.0,55.0,41.0,262.0,20.0
Explain drawings to production or construction teams and provide adjustments as necessary.,explain drawings to production or construction teams and provide adjustments as necessary,"Explain engineering drawings, specifications, or other technical information.",Explain technical details of products or services.,Interpreting the Meaning of Information for Others,Architectural and Civil Drafters,architectural and civil drafters,17-3011.00,Architectural and Civil Drafters,17-3011,17-3011.00,Drafters,"Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0015264620679829,3.6499370012599752,False,0.3455492307692308,3.56,85.71,0.0199846779136481,0.1,E2,E2,66150.0,57100.0,66150.0,64750.0,62420.0,76520.0,76370.0,76290.0,73040.0,97880.0,62640.0,74940.0,63510.0,61840.0,58240.0,60000.0,64220.0,62220.0,60120.0,61010.0,66200.0,75180.0,76990.0,58330.0,70680.0,59920.0,61940.0,65750.0,61550.0,67000.0,65300.0,62960.0,50230.0,76260.0,62750.0,64720.0,61450.0,62140.0,74000.0,64800.0,71700.0,64680.0,52470.0,69220.0,63320.0,64290.0,61000.0,63450.0,73000.0,65640.0,62930.0,63730.0,56710.0,44720.0,66150.0,103700.0,1010.0,220.0,2120.0,980.0,11400.0,3570.0,810.0,290.0,370.0,7530.0,3970.0,610.0,1010.0,1310.0,2240.0,980.0,630.0,870.0,1040.0,440.0,910.0,2660.0,2100.0,1930.0,330.0,2270.0,600.0,850.0,1100.0,400.0,2280.0,690.0,7380.0,2680.0,380.0,2860.0,1260.0,1490.0,5370.0,240.0,1170.0,460.0,1310.0,11710.0,1820.0,230.0,2600.0,2530.0,330.0,2200.0,200.0,70.0,690.0,21.0
"Explain drawings to production or construction teams and provide adjustments, as necessary.",explain drawings to production or construction teams and provide adjustments as necessary,"Explain engineering drawings, specifications, or other technical information.",Explain technical details of products or services.,Interpreting the Meaning of Information for Others,Electrical and Electronics Drafters,electrical and electronics drafters,17-3012.00,Electrical and Electronics Drafters,17-3012,17-3012.00,Drafters,"Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0015264620679829,3.6499370012599752,False,0.5260961538461538,3.66,76.51,0.0282217942994505,0.1,E2,E2,76870.0,51650.0,76870.0,73080.0,76870.0,78310.0,79300.0,66980.0,63460.0,76870.0,73010.0,80620.0,68050.0,81590.0,68310.0,80100.0,74470.0,60730.0,79050.0,62550.0,75100.0,75680.0,87290.0,73860.0,77330.0,58780.0,76690.0,76870.0,59570.0,71310.0,102070.0,77600.0,101330.0,77830.0,81960.0,76870.0,80840.0,69520.0,78170.0,72720.0,76870.0,76440.0,50840.0,77180.0,80620.0,79360.0,76870.0,64650.0,72250.0,76870.0,75650.0,64690.0,76870.0,56480.0,76870.0,17920.0,300.0,80.0,570.0,149.0,2730.0,750.0,430.0,60.0,80.0,660.0,470.0,80.0,100.0,150.0,360.0,180.0,210.0,80.0,150.0,110.0,380.0,470.0,380.0,250.0,110.0,420.0,59.0,190.0,250.0,220.0,240.0,390.0,850.0,430.0,90.0,510.0,290.0,330.0,500.0,57.0,290.0,40.0,340.0,1840.0,290.0,35.0,280.0,390.0,80.0,470.0,40.0,8.0,180.0,4.0
Explain economic impact of policies to the public.,explain economic impact of policies to the public,"Explain regulations, policies, or procedures.","Explain regulations, policies, or procedures.",Interpreting the Meaning of Information for Others,Economists,economists,19-3011.00,Economists,19-3011,19-3011.00,Economists,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.235076163030054,False,0.2281461538461538,4.04,95.83,0.0151489864519457,0.1,E1,E2,124720.0,129960.0,111040.0,79610.0,91560.0,119410.0,121410.0,101400.0,159120.0,167590.0,102430.0,122570.0,83050.0,131270.0,124720.0,80750.0,96310.0,138790.0,71400.0,73050.0,91480.0,144680.0,106380.0,106350.0,105120.0,124720.0,117010.0,89340.0,75880.0,91340.0,86130.0,167550.0,124720.0,136660.0,136150.0,124720.0,120000.0,89980.0,122120.0,115000.0,124720.0,124720.0,124720.0,117650.0,121420.0,124720.0,124720.0,137590.0,109300.0,124720.0,84000.0,124720.0,124720.0,70750.0,124720.0,11488.0,52.0,103.0,439.0,65.0,1111.0,310.0,271.0,90.0,3875.0,646.0,336.0,65.0,168.0,448.0,103.0,90.0,103.0,129.0,181.0,90.0,1459.0,1330.0,413.0,646.0,85.0,362.0,116.0,116.0,90.0,65.0,362.0,155.0,1175.0,375.0,31.0,181.0,103.0,413.0,723.0,36.0,169.0,34.0,103.0,723.0,65.0,22.0,1227.0,581.0,52.0,362.0,21.0,5.0,129.0,3.0
Explain economic impact of policies to the public.,explain economic impact of policies to the public,Present information to the public.,Provide information or assistance to the public.,Communicating with People Outside the Organization,Economists,economists,19-3011.00,Economists,19-3011,19-3011.00,Economists,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.235076163030054,False,0.2281461538461538,4.04,95.83,0.0151489864519457,0.1,E1,E2,124720.0,129960.0,111040.0,79610.0,91560.0,119410.0,121410.0,101400.0,159120.0,167590.0,102430.0,122570.0,83050.0,131270.0,124720.0,80750.0,96310.0,138790.0,71400.0,73050.0,91480.0,144680.0,106380.0,106350.0,105120.0,124720.0,117010.0,89340.0,75880.0,91340.0,86130.0,167550.0,124720.0,136660.0,136150.0,124720.0,120000.0,89980.0,122120.0,115000.0,124720.0,124720.0,124720.0,117650.0,121420.0,124720.0,124720.0,137590.0,109300.0,124720.0,84000.0,124720.0,124720.0,70750.0,124720.0,11488.0,52.0,103.0,439.0,65.0,1111.0,310.0,271.0,90.0,3875.0,646.0,336.0,65.0,168.0,448.0,103.0,90.0,103.0,129.0,181.0,90.0,1459.0,1330.0,413.0,646.0,85.0,362.0,116.0,116.0,90.0,65.0,362.0,155.0,1175.0,375.0,31.0,181.0,103.0,413.0,723.0,36.0,169.0,34.0,103.0,723.0,65.0,22.0,1227.0,581.0,52.0,362.0,21.0,5.0,129.0,3.0
Explain federal and state tax laws to individuals and companies.,explain federal and state tax laws to individuals and companies,"Explain regulations, policies, or procedures.","Explain regulations, policies, or procedures.",Interpreting the Meaning of Information for Others,Tax Preparers,tax preparers,13-2082.00,Tax Preparers,13-2082,13-2082.00,"Tax Examiners, Collectors and Preparers, and Revenue Agents",Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,3.9334,False,2.3915384615384614,4.21,100.0,0.1970462962962962,0.1,E1,E2,54920.0,33280.0,62360.0,44770.0,35040.0,70030.0,62620.0,41130.0,51960.0,54920.0,49020.0,49330.0,34720.0,54920.0,54480.0,45710.0,53660.0,47300.0,36620.0,38740.0,47150.0,47020.0,58400.0,46400.0,59200.0,50670.0,62780.0,63080.0,43010.0,60000.0,61370.0,43420.0,38060.0,71850.0,48130.0,57060.0,49020.0,42700.0,61370.0,61270.0,57680.0,39220.0,52530.0,36600.0,47460.0,66720.0,54920.0,58520.0,45370.0,35880.0,44340.0,57990.0,54920.0,46730.0,54920.0,76480.0,290.0,70.0,2240.0,550.0,10270.0,1540.0,700.0,240.0,343.0,4852.0,1670.0,307.0,419.0,1310.0,1820.0,780.0,450.0,1080.0,650.0,250.0,1240.0,1500.0,1660.0,1040.0,580.0,1330.0,360.0,420.0,1410.0,420.0,3220.0,340.0,7620.0,2710.0,220.0,1590.0,1300.0,1590.0,2010.0,245.0,1360.0,280.0,1260.0,6010.0,1190.0,148.0,1960.0,1360.0,330.0,1550.0,90.0,33.0,340.0,16.0
"Explain general financial topics to clients, such as credit report ratings, bankruptcy laws, consumer protection laws, wage attachments, or collection actions.",explain general financial topics to clients such as credit report ratings bankruptcy laws consumer protection laws wage attachments or collection actions,Educate clients on financial planning topics.,Explain financial information.,Interpreting the Meaning of Information for Others,Credit Counselors,credit counselors,13-2071.00,Credit Counselors,13-2071,13-2071.00,Credit Counselors and Loan Officers,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,2.7273272672732727,False,3.3408057692307693,4.64,100.0,0.2713356813924906,0.1,E1,E1,52230.0,48120.0,52230.0,51480.0,45060.0,67120.0,57130.0,54710.0,52840.0,63580.0,46300.0,64080.0,52230.0,51130.0,51930.0,48180.0,48130.0,52230.0,48150.0,47250.0,55490.0,60450.0,63240.0,52160.0,62160.0,45990.0,30580.0,52230.0,62510.0,55480.0,58830.0,57180.0,50390.0,63030.0,46180.0,52220.0,51160.0,46950.0,59150.0,58330.0,58480.0,53190.0,48890.0,38730.0,48220.0,51330.0,52230.0,51550.0,62360.0,45860.0,52140.0,42580.0,52230.0,50010.0,52230.0,27770.0,375.0,58.0,980.0,50.0,2160.0,360.0,100.0,40.0,110.0,2410.0,460.0,111.0,90.0,1170.0,740.0,440.0,255.0,220.0,130.0,170.0,350.0,770.0,1260.0,580.0,210.0,521.0,91.0,260.0,170.0,170.0,530.0,200.0,2020.0,320.0,30.0,890.0,230.0,280.0,1110.0,130.0,250.0,81.0,950.0,3950.0,190.0,54.0,760.0,560.0,150.0,770.0,40.0,12.0,167.0,6.0
"Explain goals, policies, or procedures to staff members.",explain goals policies or procedures to staff members,Communicate organizational policies and procedures.,"Explain regulations, policies, or procedures.",Interpreting the Meaning of Information for Others,Funeral Service Managers,funeral service managers,11-9061.00,Funeral Home Managers,11-9171,11-9171.00,Personal Service Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.412577673023356,False,0.2539503846153846,3.84,88.17,0.018010843100033,0.1,E1,E1,78790.0,63010.0,78790.0,61420.0,60260.0,82370.0,78790.0,102810.0,78790.0,78790.0,72180.0,79010.0,61440.0,78790.0,78790.0,77910.0,81220.0,61890.0,47040.0,81930.0,76020.0,100670.0,80790.0,77140.0,79900.0,63390.0,66670.0,84900.0,78590.0,60750.0,83200.0,101520.0,82850.0,103530.0,80730.0,68080.0,99440.0,64440.0,80350.0,104400.0,122150.0,77400.0,100880.0,78130.0,67740.0,82510.0,78790.0,81700.0,102540.0,71990.0,79560.0,78790.0,78790.0,78790.0,78790.0,13910.0,490.0,29.0,200.0,230.0,760.0,120.0,90.0,60.0,62.0,1050.0,420.0,90.0,76.0,270.0,300.0,210.0,130.0,400.0,190.0,60.0,260.0,280.0,430.0,500.0,140.0,560.0,50.0,110.0,100.0,60.0,420.0,60.0,820.0,460.0,40.0,420.0,200.0,90.0,560.0,120.0,220.0,70.0,430.0,1230.0,160.0,27.0,310.0,80.0,150.0,440.0,25.0,6.0,83.0,3.0
Explain medical instructions to patients or family members.,explain medical instructions to patients or family members,Explain technical medical information to patients.,Explain medical information to patients or family members.,Interpreting the Meaning of Information for Others,Nursing Assistants,nursing assistants,31-1014.00,Nursing Assistants,31-1131,31-1131.00,"Nursing Assistants, Orderlies, and Psychiatric Aides","Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",Healthcare Support Occupations,2026-05-31,0.0113071264295034,3.9149342171336734,False,1.764696153846154,3.79,54.73,0.1014597222648929,0.1,E0,E1,42260.0,34140.0,46370.0,44780.0,34430.0,47630.0,47380.0,44790.0,42030.0,47700.0,37510.0,37680.0,45350.0,38650.0,45960.0,38330.0,39350.0,38010.0,38370.0,30510.0,47070.0,43240.0,46680.0,39570.0,46680.0,31520.0,37680.0,40900.0,40000.0,45490.0,47870.0,46830.0,39390.0,48590.0,38460.0,45820.0,39010.0,35930.0,49830.0,44590.0,46440.0,37220.0,38800.0,37990.0,37500.0,39840.0,47130.0,43200.0,49180.0,36720.0,45130.0,39160.0,42260.0,22850.0,37240.0,1448910.0,25250.0,2060.0,20320.0,17260.0,110060.0,22240.0,21380.0,5530.0,3490.0,96960.0,43440.0,5050.0,7910.0,68640.0,33640.0,22670.0,24610.0,23410.0,20690.0,8540.0,27720.0,38130.0,43290.0,29120.0,14200.0,34050.0,4390.0,16450.0,8100.0,7810.0,32400.0,4750.0,87990.0,64010.0,6840.0,63280.0,19410.0,14800.0,67740.0,10220.0,21760.0,6860.0,27040.0,88680.0,12260.0,3030.0,40580.0,30270.0,9390.0,28370.0,2830.0,616.0,430.0,110.0
"Explain policies, procedures, or services to patients using medical or administrative knowledge.",explain policies procedures or services to patients using medical or administrative knowledge,"Explain regulations, policies, or procedures.","Explain regulations, policies, or procedures.",Interpreting the Meaning of Information for Others,Patient Representatives,patient representatives,43-4051.03,Patient Representatives,29-2099,29-2099.08,Miscellaneous Health Technologists and Technicians,Health Technologists and Technicians,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.179718433787946,False,2.1205103846153843,4.06,96.34,0.1746919287926435,0.1,E1,E2,50290.0,43600.0,54070.0,56370.0,42820.0,60390.0,59430.0,51030.0,78650.0,55920.0,45760.0,49310.0,59900.0,47220.0,49930.0,47960.0,47910.0,54180.0,49410.0,39730.0,61490.0,47750.0,60500.0,48520.0,59540.0,39010.0,46040.0,51620.0,46140.0,49620.0,57580.0,58300.0,44260.0,60320.0,46480.0,49480.0,47570.0,45330.0,60390.0,46720.0,57800.0,44840.0,52970.0,49180.0,47870.0,47490.0,59470.0,47340.0,62090.0,51580.0,51350.0,80520.0,50290.0,35330.0,72450.0,176628.0,2341.0,1567.0,7138.0,2128.0,51341.0,4778.0,2399.0,213.0,2670.0,19596.0,12303.0,1934.0,1257.0,8937.0,4178.0,3095.0,1354.0,3753.0,6693.0,1064.0,3830.0,6867.0,11355.0,3927.0,4004.0,11413.0,600.0,1606.0,3463.0,1064.0,11278.0,1548.0,23040.0,12845.0,967.0,16617.0,3811.0,3327.0,25535.0,1025.0,5900.0,445.0,2147.0,29733.0,3076.0,832.0,8725.0,7486.0,1470.0,6403.0,174.0,75.0,1760.0,58.0
"Explain principles, techniques, and safety procedures to participants in recreational activities and demonstrate use of materials and equipment.",explain principles techniques and safety procedures to participants in recreational activities and demonstrate use of materials and equipment,"Explain regulations, policies, or procedures.","Explain regulations, policies, or procedures.",Interpreting the Meaning of Information for Others,Recreation Workers,recreation workers,39-9032.00,Recreation Workers,39-9032,39-9032.00,Recreation and Fitness Workers,Other Personal Care and Service Workers,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.029330792037272,True,0.5345946153846154,4.09,83.23,0.081834496626899,0.2,E1,E0,36560.0,28360.0,37510.0,35800.0,27770.0,39780.0,38820.0,36610.0,33790.0,46460.0,35490.0,32540.0,41000.0,30100.0,35480.0,30190.0,33700.0,31760.0,32400.0,28580.0,37450.0,37200.0,38540.0,35090.0,37510.0,28060.0,34320.0,35090.0,34590.0,30150.0,37040.0,36880.0,31900.0,38040.0,32720.0,37310.0,32420.0,31580.0,39610.0,35710.0,36340.0,31420.0,42270.0,33580.0,32720.0,32890.0,37450.0,36120.0,44890.0,29710.0,35530.0,30720.0,36560.0,22210.0,33400.0,331490.0,4700.0,630.0,12650.0,1740.0,48560.0,6100.0,5000.0,1230.0,470.0,18010.0,8160.0,1590.0,2080.0,17650.0,8050.0,2870.0,2990.0,3290.0,2830.0,1260.0,4350.0,11280.0,10850.0,7940.0,2220.0,5380.0,800.0,1510.0,2570.0,2030.0,7550.0,870.0,24790.0,9520.0,730.0,12340.0,2380.0,4640.0,9850.0,770.0,5270.0,650.0,3420.0,18660.0,5760.0,840.0,9260.0,6380.0,1410.0,6840.0,790.0,141.0,850.0,30.0
"Explain principles, techniques, and safety procedures to participants in recreational activities and demonstrate use of materials and equipment.",explain principles techniques and safety procedures to participants in recreational activities and demonstrate use of materials and equipment,Demonstrate activity techniques or equipment use.,Train others to use equipment or products.,Training and Teaching Others,Recreation Workers,recreation workers,39-9032.00,Recreation Workers,39-9032,39-9032.00,Recreation and Fitness Workers,Other Personal Care and Service Workers,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.029330792037272,True,0.5345946153846154,4.09,83.23,0.081834496626899,0.2,E1,E0,36560.0,28360.0,37510.0,35800.0,27770.0,39780.0,38820.0,36610.0,33790.0,46460.0,35490.0,32540.0,41000.0,30100.0,35480.0,30190.0,33700.0,31760.0,32400.0,28580.0,37450.0,37200.0,38540.0,35090.0,37510.0,28060.0,34320.0,35090.0,34590.0,30150.0,37040.0,36880.0,31900.0,38040.0,32720.0,37310.0,32420.0,31580.0,39610.0,35710.0,36340.0,31420.0,42270.0,33580.0,32720.0,32890.0,37450.0,36120.0,44890.0,29710.0,35530.0,30720.0,36560.0,22210.0,33400.0,331490.0,4700.0,630.0,12650.0,1740.0,48560.0,6100.0,5000.0,1230.0,470.0,18010.0,8160.0,1590.0,2080.0,17650.0,8050.0,2870.0,2990.0,3290.0,2830.0,1260.0,4350.0,11280.0,10850.0,7940.0,2220.0,5380.0,800.0,1510.0,2570.0,2030.0,7550.0,870.0,24790.0,9520.0,730.0,12340.0,2380.0,4640.0,9850.0,770.0,5270.0,650.0,3420.0,18660.0,5760.0,840.0,9260.0,6380.0,1410.0,6840.0,790.0,141.0,850.0,30.0
Explain procedures and discuss test results or prescribed treatments with patients.,explain procedures and discuss test results or prescribed treatments with patients,Explain medical procedures or test results to patients or family members.,Explain medical information to patients or family members.,Interpreting the Meaning of Information for Others,"Physicians and Surgeons, All Other",physicians and surgeons all other,29-1069.00,Cardiologists,29-1212,29-1212.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0007632310339914,4.233209340772887,False,5.749743076923077,4.733333333333333,99.69666666666669,0.3593794505673452,0.1,E1,E2,409608.4615384616,460318.4023668639,432768.5207100592,409608.4615384616,409608.4615384616,306224.5562130178,409608.4615384616,451247.6923076923,409608.4615384616,360388.5207100592,301876.1538461539,399499.2307692308,409608.4615384616,308281.5976331361,459566.0946745562,458673.8461538461,361674.6153846154,409608.4615384616,348831.53846153844,409608.4615384616,409608.4615384616,398824.6153846154,380866.21301775146,418346.1538461539,399556.21301775146,325259.2899408284,544798.4615384615,409608.4615384616,498535.3846153846,409608.4615384616,409608.4615384616,302047.6923076923,407196.9822485207,389543.8461538461,371776.9822485207,400606.21301775146,435993.8461538461,376725.4437869822,409608.4615384616,487844.5562130178,458674.6153846154,373182.3668639053,401133.9053254438,502133.7869822485,359900.76923076925,264633.90532544383,421030.0591715976,433535.325443787,508005.3846153846,453558.5207100592,514364.5562130178,409608.4615384616,409608.4615384616,409608.4615384616,409608.4615384616,25684.615384615383,108.46153846153848,126.76923076923076,489.5384615384616,131.07692307692307,2670.7692307692305,512.3076923076924,400.7692307692308,84.61538461538461,117.6923076923077,1533.8461538461538,962.6153846153846,82.3076923076923,269.6923076923077,813.8461538461538,694.6153846153846,202.30769230769232,236.0,485.2307692307692,399.38461538461536,220.00000000000003,505.2307692307692,714.6153846153846,646.9230769230769,726.9230769230769,265.38461538461536,328.76923076923083,114.15384615384616,288.46153846153845,255.00000000000003,254.6153846153846,593.6923076923077,224.6153846153846,3186.1538461538457,520.7692307692307,99.23076923076924,980.7692307692308,161.53846153846155,548.4615384615385,602.3076923076924,183.84615384615384,140.0,126.15384615384616,548.1538461538462,1366.1538461538462,204.61538461538464,102.3076923076923,869.2307692307693,406.2307692307692,214.6153846153846,770.7692307692307,38.61538461538461,11.0,110.6153846153846,5.0
Explain procedures and discuss test results or prescribed treatments with patients.,explain procedures and discuss test results or prescribed treatments with patients,Explain medical procedures or test results to patients or family members.,Explain medical information to patients or family members.,Interpreting the Meaning of Information for Others,Family and General Practitioners,family and general practitioners,29-1062.00,Family Medicine Physicians,29-1215,29-1215.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0007632310339914,4.233209340772887,False,6.956949230769231,4.96,99.09,0.5943099412181926,0.1,E1,E2,244180.0,134550.0,323490.0,292760.0,215820.0,252010.0,265560.0,163930.0,228000.0,233390.0,227700.0,259320.0,218210.0,347160.0,245120.0,261940.0,265200.0,229390.0,248730.0,255330.0,239870.0,285730.0,277490.0,214070.0,280030.0,235630.0,171180.0,330760.0,228590.0,251550.0,268650.0,292170.0,228040.0,210920.0,215230.0,280100.0,223700.0,361350.0,293240.0,306030.0,467160.0,239200.0,239970.0,226830.0,235710.0,297510.0,239340.0,222630.0,292900.0,272680.0,290640.0,264580.0,244180.0,112990.0,244180.0,107510.0,1452.0,760.0,2620.0,290.0,12510.0,2700.0,790.0,640.0,150.0,6820.0,3690.0,260.0,690.0,1960.0,1410.0,1140.0,210.0,1170.0,1090.0,730.0,1050.0,3540.0,3770.0,1820.0,570.0,3740.0,460.0,830.0,340.0,350.0,3050.0,650.0,4000.0,1520.0,260.0,1490.0,2170.0,1490.0,4190.0,210.0,1200.0,550.0,2260.0,6190.0,550.0,240.0,2930.0,1270.0,320.0,1470.0,100.0,46.0,1050.0,22.0
Explain procedures and discuss test results or prescribed treatments with patients.,explain procedures and discuss test results or prescribed treatments with patients,Explain medical procedures or test results to patients or family members.,Explain medical information to patients or family members.,Interpreting the Meaning of Information for Others,"Internists, General",internists general,29-1063.00,General Internal Medicine Physicians,29-1216,29-1216.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0007632310339914,4.233209340772887,False,5.188700000000001,4.43,100.0,0.4431600000000002,0.1,E1,E2,256560.0,311180.0,366080.0,259320.0,233130.0,313890.0,299990.0,208000.0,256560.0,223250.0,222600.0,425460.0,256560.0,355390.0,140680.0,314390.0,122920.0,256560.0,241530.0,210390.0,316880.0,260410.0,285250.0,149990.0,373700.0,325610.0,216570.0,256560.0,221360.0,114090.0,229210.0,89990.0,256560.0,183460.0,289780.0,338400.0,249990.0,216570.0,268570.0,213310.0,379490.0,359500.0,280520.0,232220.0,269110.0,331720.0,228670.0,256560.0,340010.0,72680.0,367160.0,256560.0,324920.0,133120.0,256560.0,67150.0,310.0,110.0,2570.0,290.0,6370.0,450.0,980.0,208.0,490.0,2390.0,5440.0,220.0,130.0,1130.0,2380.0,380.0,617.0,1060.0,830.0,270.0,3250.0,1590.0,2060.0,2270.0,390.0,160.0,219.0,900.0,390.0,450.0,2920.0,374.0,10000.0,1700.0,200.0,1540.0,490.0,230.0,990.0,300.0,1260.0,160.0,1370.0,3850.0,210.0,180.0,860.0,1100.0,630.0,1450.0,120.0,40.0,40.0,14.0
Explain procedures and discuss test results or prescribed treatments with patients.,explain procedures and discuss test results or prescribed treatments with patients,Explain medical procedures or test results to patients or family members.,Explain medical information to patients or family members.,Interpreting the Meaning of Information for Others,Obstetricians and Gynecologists,obstetricians and gynecologists,29-1064.00,Obstetricians and Gynecologists,29-1218,29-1218.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0007632310339914,4.233209340772887,False,5.10358,4.81,100.0,0.4275783333333334,0.1,E1,E2,292910.0,210380.0,421450.0,369720.0,292910.0,301240.0,292910.0,200580.0,324080.0,292910.0,292910.0,354000.0,338130.0,223560.0,208000.0,351990.0,356020.0,220770.0,317110.0,404550.0,379930.0,306310.0,272240.0,209650.0,321910.0,292910.0,292910.0,292910.0,342570.0,292910.0,348140.0,228870.0,259990.0,348800.0,134540.0,414060.0,181520.0,370260.0,395340.0,292910.0,166390.0,302340.0,297610.0,354580.0,271960.0,437170.0,418760.0,282410.0,343140.0,300810.0,304990.0,292910.0,292910.0,131890.0,292910.0,21260.0,120.0,50.0,130.0,160.0,1610.0,410.0,330.0,190.0,70.0,1620.0,350.0,140.0,110.0,1290.0,430.0,180.0,195.0,240.0,80.0,100.0,160.0,620.0,880.0,750.0,158.0,399.0,69.0,180.0,211.0,140.0,740.0,110.0,2750.0,590.0,70.0,970.0,60.0,270.0,260.0,140.0,350.0,80.0,360.0,1460.0,200.0,90.0,558.0,270.0,100.0,450.0,38.0,9.0,70.0,4.0
"Explain products or services and prices, and answer questions from customers.",explain products or services and prices and answer questions from customers,Explain technical product or service information to customers.,Explain technical details of products or services.,Interpreting the Meaning of Information for Others,Telemarketers,telemarketers,41-9041.00,Telemarketers,41-9041,41-9041.00,Telemarketers,Other Sales and Related Workers,Sales and Related Occupations,2026-05-31,0.1356855171540415,4.08184668612823,False,6.71652,4.66,100.0,0.5838576142385763,0.1,E1,E2,35450.0,34840.0,35450.0,37750.0,29060.0,46000.0,47670.0,45200.0,35450.0,35450.0,35570.0,36020.0,35450.0,39400.0,31200.0,31550.0,33640.0,48010.0,34450.0,28910.0,32610.0,35590.0,44650.0,33040.0,39850.0,21540.0,29840.0,35450.0,31200.0,34290.0,30530.0,39370.0,35450.0,41400.0,34380.0,23440.0,35290.0,26880.0,42060.0,28430.0,35450.0,37090.0,35450.0,29470.0,34290.0,36610.0,35450.0,37440.0,39670.0,33370.0,33260.0,35450.0,35450.0,28580.0,35450.0,58430.0,1330.0,122.0,1550.0,840.0,3880.0,880.0,110.0,181.0,262.0,9760.0,2620.0,234.0,280.0,870.0,690.0,1100.0,537.0,910.0,380.0,239.0,540.0,1358.0,1120.0,650.0,370.0,2710.0,191.0,490.0,2200.0,530.0,410.0,325.0,1960.0,1820.0,120.0,3090.0,470.0,420.0,1710.0,187.0,1060.0,171.0,2210.0,3660.0,390.0,113.0,1534.0,300.0,440.0,1160.0,105.0,25.0,1170.0,12.0
"Explain products or services and prices, and answer questions from customers.",explain products or services and prices and answer questions from customers,Answer customer questions about goods or services.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,Telemarketers,telemarketers,41-9041.00,Telemarketers,41-9041,41-9041.00,Telemarketers,Other Sales and Related Workers,Sales and Related Occupations,2026-05-31,0.1356855171540415,4.08184668612823,False,6.71652,4.66,100.0,0.5838576142385763,0.1,E1,E2,35450.0,34840.0,35450.0,37750.0,29060.0,46000.0,47670.0,45200.0,35450.0,35450.0,35570.0,36020.0,35450.0,39400.0,31200.0,31550.0,33640.0,48010.0,34450.0,28910.0,32610.0,35590.0,44650.0,33040.0,39850.0,21540.0,29840.0,35450.0,31200.0,34290.0,30530.0,39370.0,35450.0,41400.0,34380.0,23440.0,35290.0,26880.0,42060.0,28430.0,35450.0,37090.0,35450.0,29470.0,34290.0,36610.0,35450.0,37440.0,39670.0,33370.0,33260.0,35450.0,35450.0,28580.0,35450.0,58430.0,1330.0,122.0,1550.0,840.0,3880.0,880.0,110.0,181.0,262.0,9760.0,2620.0,234.0,280.0,870.0,690.0,1100.0,537.0,910.0,380.0,239.0,540.0,1358.0,1120.0,650.0,370.0,2710.0,191.0,490.0,2200.0,530.0,410.0,325.0,1960.0,1820.0,120.0,3090.0,470.0,420.0,1710.0,187.0,1060.0,171.0,2210.0,3660.0,390.0,113.0,1534.0,300.0,440.0,1160.0,105.0,25.0,1170.0,12.0
Explain products or services and prices and demonstrate use of products.,explain products or services and prices and demonstrate use of products,Explain technical product or service information to customers.,Explain technical details of products or services.,Interpreting the Meaning of Information for Others,"Door-To-Door Sales Workers, News and Street Vendors, and Related Workers",doortodoor sales workers news and street vendors and related workers,41-9091.00,"Door-to-Door Sales Workers, News and Street Vendors, and Related Workers",41-9091,41-9091.00,Miscellaneous Sales and Related Workers,Other Sales and Related Workers,Sales and Related Occupations,2026-05-31,0.0030529241359659,4.703098827470687,True,1.681570769230769,4.7,95.83,0.4866313111921675,0.4,E1,E0,41380.0,41380.0,41380.0,41380.0,41380.0,39520.0,38590.0,37440.0,41380.0,41380.0,41380.0,41380.0,41380.0,41380.0,41380.0,39870.0,41380.0,32970.0,41380.0,41380.0,41380.0,34290.0,41380.0,36700.0,41380.0,41380.0,46380.0,41380.0,41380.0,41380.0,41380.0,44370.0,41380.0,41380.0,37370.0,41380.0,36210.0,41380.0,41380.0,41380.0,41380.0,41380.0,41380.0,41380.0,46040.0,38990.0,41380.0,32320.0,41380.0,41380.0,41380.0,41380.0,41380.0,41380.0,41380.0,2760.0,37.0,6.0,57.0,23.0,560.0,51.0,30.0,9.0,12.0,175.0,86.0,11.0,15.0,108.0,200.0,27.0,25.0,35.0,34.0,11.0,49.0,64.0,78.0,52.0,21.0,52.0,9.0,18.0,27.0,12.0,76.0,15.0,171.0,140.0,8.0,60.0,30.0,35.0,107.0,9.0,41.0,8.0,58.0,160.0,90.0,5.0,100.0,63.0,12.0,52.0,5.0,1.0,17.0,1.0
Explain products or services and prices and demonstrate use of products.,explain products or services and prices and demonstrate use of products,Demonstrate products to consumers.,"Promote products, services, or programs.",Selling or Influencing Others,"Door-To-Door Sales Workers, News and Street Vendors, and Related Workers",doortodoor sales workers news and street vendors and related workers,41-9091.00,"Door-to-Door Sales Workers, News and Street Vendors, and Related Workers",41-9091,41-9091.00,Miscellaneous Sales and Related Workers,Other Sales and Related Workers,Sales and Related Occupations,2026-05-31,0.0030529241359659,4.703098827470687,True,1.681570769230769,4.7,95.83,0.4866313111921675,0.4,E1,E0,41380.0,41380.0,41380.0,41380.0,41380.0,39520.0,38590.0,37440.0,41380.0,41380.0,41380.0,41380.0,41380.0,41380.0,41380.0,39870.0,41380.0,32970.0,41380.0,41380.0,41380.0,34290.0,41380.0,36700.0,41380.0,41380.0,46380.0,41380.0,41380.0,41380.0,41380.0,44370.0,41380.0,41380.0,37370.0,41380.0,36210.0,41380.0,41380.0,41380.0,41380.0,41380.0,41380.0,41380.0,46040.0,38990.0,41380.0,32320.0,41380.0,41380.0,41380.0,41380.0,41380.0,41380.0,41380.0,2760.0,37.0,6.0,57.0,23.0,560.0,51.0,30.0,9.0,12.0,175.0,86.0,11.0,15.0,108.0,200.0,27.0,25.0,35.0,34.0,11.0,49.0,64.0,78.0,52.0,21.0,52.0,9.0,18.0,27.0,12.0,76.0,15.0,171.0,140.0,8.0,60.0,30.0,35.0,107.0,9.0,41.0,8.0,58.0,160.0,90.0,5.0,100.0,63.0,12.0,52.0,5.0,1.0,17.0,1.0
"Explain proposed solutions to customers, management, or other interested parties through written proposals and oral presentations.",explain proposed solutions to customers management or other interested parties through written proposals and oral presentations,Prepare proposal documents.,Prepare proposals or grant applications.,Documenting/Recording Information,Logisticians,logisticians,13-1081.00,Logisticians,13-1081,13-1081.00,Logisticians and Project Management Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0226142528590069,4.821721934895041,False,0.8822607692307691,4.04,95.83,0.2779542049942909,0.4,E1,E2,82320.0,98450.0,87280.0,77620.0,78400.0,92890.0,96090.0,85450.0,96090.0,104770.0,76410.0,77570.0,100340.0,73920.0,80100.0,77670.0,78740.0,69520.0,68420.0,75230.0,77780.0,102700.0,100360.0,83200.0,82320.0,75160.0,78350.0,81270.0,65370.0,79600.0,81270.0,92280.0,98430.0,88240.0,80780.0,72800.0,83460.0,86600.0,83180.0,79340.0,76180.0,80330.0,80020.0,71280.0,75480.0,83300.0,83560.0,98920.0,107250.0,71590.0,73180.0,85550.0,65440.0,54380.0,68790.0,73990.0,4589.0,469.0,4244.0,1963.0,29126.0,3970.0,1945.0,460.0,1194.0,13281.0,11123.0,504.0,504.0,12529.0,3890.0,2193.0,1574.0,2290.0,1512.0,504.0,6048.0,4642.0,9081.0,3051.0,1379.0,3042.0,248.0,1326.0,1141.0,610.0,5553.0,752.0,6128.0,6950.0,274.0,7949.0,3387.0,2803.0,8824.0,486.0,4642.0,186.0,4412.0,18595.0,3325.0,230.0,9320.0,5013.0,522.0,4545.0,106.0,115.0,981.0,35.0
"Explain proposed solutions to customers, management, or other interested parties through written proposals and oral presentations.",explain proposed solutions to customers management or other interested parties through written proposals and oral presentations,Present business-related information to audiences.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,Logisticians,logisticians,13-1081.00,Logisticians,13-1081,13-1081.00,Logisticians and Project Management Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0226142528590069,4.821721934895041,False,0.8822607692307691,4.04,95.83,0.2779542049942909,0.4,E1,E2,82320.0,98450.0,87280.0,77620.0,78400.0,92890.0,96090.0,85450.0,96090.0,104770.0,76410.0,77570.0,100340.0,73920.0,80100.0,77670.0,78740.0,69520.0,68420.0,75230.0,77780.0,102700.0,100360.0,83200.0,82320.0,75160.0,78350.0,81270.0,65370.0,79600.0,81270.0,92280.0,98430.0,88240.0,80780.0,72800.0,83460.0,86600.0,83180.0,79340.0,76180.0,80330.0,80020.0,71280.0,75480.0,83300.0,83560.0,98920.0,107250.0,71590.0,73180.0,85550.0,65440.0,54380.0,68790.0,73990.0,4589.0,469.0,4244.0,1963.0,29126.0,3970.0,1945.0,460.0,1194.0,13281.0,11123.0,504.0,504.0,12529.0,3890.0,2193.0,1574.0,2290.0,1512.0,504.0,6048.0,4642.0,9081.0,3051.0,1379.0,3042.0,248.0,1326.0,1141.0,610.0,5553.0,752.0,6128.0,6950.0,274.0,7949.0,3387.0,2803.0,8824.0,486.0,4642.0,186.0,4412.0,18595.0,3325.0,230.0,9320.0,5013.0,522.0,4545.0,106.0,115.0,981.0,35.0
"Explain recommendations, policies, procedures, requirements, or other related information to residents or building owners.",explain recommendations policies procedures requirements or other related information to residents or building owners,"Communicate with clients about products, procedures, and policies.","Explain regulations, policies, or procedures.",Interpreting the Meaning of Information for Others,Weatherization Installers and Technicians,weatherization installers and technicians,47-4099.03,Weatherization Installers and Technicians,47-4099,47-4099.03,Miscellaneous Construction and Related Workers,Other Construction and Related Workers,Construction and Extraction Occupations,2026-05-31,0.0113071264295034,4.514126149802892,False,0.9727723076923076,3.91,100.0,0.158291,0.2,E2,E1,49910.0,49910.0,49910.0,49910.0,49910.0,49910.0,49910.0,49910.0,49910.0,49910.0,49910.0,49910.0,49910.0,49910.0,49910.0,49910.0,49910.0,49910.0,49910.0,49910.0,49910.0,49910.0,49910.0,49910.0,49910.0,49910.0,49910.0,49910.0,49910.0,49910.0,49910.0,49910.0,49910.0,49910.0,49910.0,49910.0,49910.0,49910.0,49910.0,49910.0,49910.0,49910.0,49910.0,49910.0,49910.0,49910.0,49910.0,49910.0,49910.0,49910.0,49910.0,49910.0,49910.0,49910.0,49910.0,14190.0,192.0,30.0,294.0,118.0,1651.0,261.0,154.0,44.0,64.0,900.0,443.0,57.0,78.0,553.0,290.0,141.0,130.0,181.0,175.0,58.0,250.0,330.0,399.0,267.0,105.0,266.0,46.0,93.0,141.0,62.0,389.0,79.0,878.0,448.0,39.0,503.0,155.0,178.0,550.0,45.0,209.0,41.0,297.0,1276.0,157.0,28.0,373.0,322.0,64.0,267.0,25.0,6.0,85.0,3.0
"Explain services or policies to clients, such as debt management program rules, advantages and disadvantages of using services, or creditor concession policies.",explain services or policies to clients such as debt management program rules advantages and disadvantages of using services or creditor concession policies,"Explain regulations, policies, or procedures.","Explain regulations, policies, or procedures.",Interpreting the Meaning of Information for Others,Credit Counselors,credit counselors,13-2071.00,Credit Counselors,13-2071,13-2071.00,Credit Counselors and Loan Officers,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,3.895875867701103,False,4.222709615384615,4.79,96.0,0.3385120772763981,0.1,E1,E1,52230.0,48120.0,52230.0,51480.0,45060.0,67120.0,57130.0,54710.0,52840.0,63580.0,46300.0,64080.0,52230.0,51130.0,51930.0,48180.0,48130.0,52230.0,48150.0,47250.0,55490.0,60450.0,63240.0,52160.0,62160.0,45990.0,30580.0,52230.0,62510.0,55480.0,58830.0,57180.0,50390.0,63030.0,46180.0,52220.0,51160.0,46950.0,59150.0,58330.0,58480.0,53190.0,48890.0,38730.0,48220.0,51330.0,52230.0,51550.0,62360.0,45860.0,52140.0,42580.0,52230.0,50010.0,52230.0,27770.0,375.0,58.0,980.0,50.0,2160.0,360.0,100.0,40.0,110.0,2410.0,460.0,111.0,90.0,1170.0,740.0,440.0,255.0,220.0,130.0,170.0,350.0,770.0,1260.0,580.0,210.0,521.0,91.0,260.0,170.0,170.0,530.0,200.0,2020.0,320.0,30.0,890.0,230.0,280.0,1110.0,130.0,250.0,81.0,950.0,3950.0,190.0,54.0,760.0,560.0,150.0,770.0,40.0,12.0,167.0,6.0
Explain stock market terms or trading practices to clients.,explain stock market terms or trading practices to clients,Explain financial information to customers.,Explain financial information.,Interpreting the Meaning of Information for Others,"Securities, Commodities, and Financial Services Sales Agents",securities commodities and financial services sales agents,41-3031.00,"Securities, Commodities, and Financial Services Sales Agents",41-3031,41-3031.00,"Securities, Commodities, and Financial Services Sales Agents","Sales Representatives, Services",Sales and Related Occupations,2026-05-31,0.0030529241359659,4.3021,False,1.1170184615384615,3.89,87.31,0.0738870052084831,0.1,E1,E1,78660.0,49230.0,76360.0,74840.0,54660.0,79730.0,67010.0,98560.0,83750.0,72010.0,62770.0,59990.0,57590.0,64620.0,99840.0,68290.0,64290.0,75810.0,59110.0,48040.0,59970.0,61660.0,100310.0,73480.0,83350.0,46680.0,78500.0,78660.0,82560.0,61490.0,78930.0,82420.0,60850.0,168340.0,74040.0,63670.0,73300.0,76080.0,76710.0,71840.0,78660.0,55390.0,86780.0,58050.0,78470.0,64660.0,88280.0,62910.0,75510.0,50050.0,74010.0,78660.0,78660.0,36930.0,35160.0,489570.0,4710.0,260.0,14600.0,2330.0,55860.0,12360.0,5730.0,2300.0,1500.0,42600.0,14950.0,420.0,1690.0,27920.0,6460.0,2300.0,2310.0,5340.0,4130.0,690.0,8420.0,14510.0,7160.0,8820.0,1950.0,8770.0,430.0,2150.0,3140.0,1530.0,15230.0,1690.0,55630.0,21890.0,740.0,13520.0,2310.0,2900.0,15510.0,1780.0,7230.0,730.0,11370.0,41640.0,4520.0,240.0,11320.0,8770.0,930.0,5980.0,280.0,208.0,970.0,80.0
"Explain treatment procedures, medications, diets, or physicians' instructions to patients.",explain treatment procedures medications diets or physicians instructions to patients,Explain technical medical information to patients.,Explain medical information to patients or family members.,Interpreting the Meaning of Information for Others,Medical Assistants,medical assistants,31-9092.00,Medical Assistants,31-9092,31-9092.00,Miscellaneous Healthcare Support Occupations,Other Healthcare Support Occupations,Healthcare Support Occupations,2026-05-31,0.0113071264295034,3.5808461461159684,False,5.181078461538461,4.73,93.87,0.4227464057952879,0.1,E0,E2,45690.0,36100.0,52560.0,45940.0,37760.0,49660.0,48400.0,47430.0,44490.0,51050.0,43680.0,41600.0,48410.0,44700.0,46090.0,45110.0,45480.0,39510.0,39270.0,36320.0,47580.0,46410.0,49460.0,39870.0,50480.0,35360.0,40440.0,46820.0,47370.0,45200.0,48020.0,47210.0,39230.0,48000.0,45140.0,45980.0,42810.0,38750.0,50410.0,43920.0,47190.0,41160.0,41870.0,39570.0,39520.0,45360.0,47250.0,44740.0,59290.0,37180.0,48680.0,40920.0,33570.0,46120.0,38130.0,817870.0,13300.0,2140.0,21460.0,5150.0,117060.0,13160.0,10250.0,2880.0,2260.0,66110.0,28780.0,3890.0,5250.0,20260.0,19630.0,5990.0,5510.0,13440.0,12310.0,4480.0,16390.0,14880.0,27810.0,10580.0,3340.0,13050.0,2460.0,2380.0,7760.0,3000.0,20330.0,5400.0,40710.0,23650.0,600.0,28950.0,10510.0,11840.0,23050.0,3210.0,12110.0,1340.0,19180.0,75340.0,9990.0,1140.0,16650.0,19500.0,4540.0,13810.0,1040.0,270.0,660.0,120.0
Explore and develop musical ideas based on sources such as imagination or sounds in the environment.,explore and develop musical ideas based on sources such as imagination or sounds in the environment,"Create musical compositions, arrangements or scores.",Create artistic designs or performances.,Thinking Creatively,Music Directors and Composers,music directors and composers,27-2041.00,Music Directors and Composers,27-2041,27-2041.00,"Musicians, Singers, and Related Workers","Entertainers and Performers, Sports and Related Workers","Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.781319732228244,False,1.2028788461538462,3.79,95.04,0.0888219569369546,0.1,E0,E1,73710.0,42250.0,73710.0,73710.0,73710.0,93090.0,88460.0,77070.0,73710.0,84040.0,57830.0,67100.0,74570.0,73710.0,49270.0,77270.0,61740.0,73710.0,73710.0,73710.0,73710.0,64300.0,78620.0,59400.0,73710.0,62240.0,61670.0,51530.0,73710.0,73710.0,73710.0,122750.0,73710.0,82930.0,63380.0,73710.0,61380.0,54250.0,60800.0,61160.0,73710.0,73710.0,73710.0,79640.0,65570.0,82570.0,73710.0,59050.0,75060.0,73710.0,78690.0,73710.0,73710.0,73710.0,73710.0,12540.0,70.0,60.0,260.0,104.0,2510.0,160.0,120.0,39.0,140.0,570.0,392.0,90.0,69.0,489.0,200.0,120.0,115.0,160.0,155.0,51.0,160.0,340.0,310.0,140.0,40.0,60.0,110.0,82.0,124.0,55.0,210.0,70.0,2370.0,200.0,34.0,440.0,60.0,500.0,580.0,150.0,185.0,37.0,400.0,480.0,150.0,30.0,370.0,260.0,56.0,200.0,22.0,5.0,75.0,3.0
Facilitate organizational development and change.,facilitate organizational development and change,Implement organizational process or policy changes.,Implement procedures or processes.,Making Decisions and Solving Problems,Industrial-Organizational Psychologists,industrialorganizational psychologists,19-3032.00,Industrial-Organizational Psychologists,19-3032,19-3032.00,Psychologists,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,3.918315252074027,False,0.6587869230769231,4.31,100.0,0.439821568627451,0.7999999999999999,E2,E2,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,174980.0,193950.0,193950.0,193950.0,193950.0,193950.0,139520.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,790.0,11.0,2.0,16.0,7.0,92.0,15.0,9.0,2.0,4.0,50.0,25.0,3.0,4.0,31.0,16.0,8.0,7.0,10.0,10.0,3.0,14.0,18.0,22.0,15.0,6.0,15.0,3.0,5.0,8.0,3.0,22.0,4.0,49.0,25.0,2.0,28.0,9.0,60.0,31.0,3.0,12.0,2.0,17.0,40.0,9.0,2.0,21.0,18.0,4.0,15.0,1.0,0.0,5.0,0.0
Facilitate organizational development and change.,facilitate organizational development and change,Recommend organizational process or policy changes.,Advise others on business or operational matters.,Providing Consultation and Advice to Others,Industrial-Organizational Psychologists,industrialorganizational psychologists,19-3032.00,Industrial-Organizational Psychologists,19-3032,19-3032.00,Psychologists,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,3.918315252074027,False,0.6587869230769231,4.31,100.0,0.439821568627451,0.7999999999999999,E2,E2,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,174980.0,193950.0,193950.0,193950.0,193950.0,193950.0,139520.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,790.0,11.0,2.0,16.0,7.0,92.0,15.0,9.0,2.0,4.0,50.0,25.0,3.0,4.0,31.0,16.0,8.0,7.0,10.0,10.0,3.0,14.0,18.0,22.0,15.0,6.0,15.0,3.0,5.0,8.0,3.0,22.0,4.0,49.0,25.0,2.0,28.0,9.0,60.0,31.0,3.0,12.0,2.0,17.0,40.0,9.0,2.0,21.0,18.0,4.0,15.0,1.0,0.0,5.0,0.0
File and maintain records.,file and maintain records,File documents or records.,Perform administrative or clerical activities.,Performing Administrative Activities,Receptionists and Information Clerks,receptionists and information clerks,43-4171.00,Receptionists and Information Clerks,43-4171,43-4171.00,Receptionists and Information Clerks,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0226142528590069,4.91220331863054,True,3.183472692307692,4.09,91.11,0.5095275252560464,0.2,E1,E2,38010.0,32590.0,44720.0,38730.0,34840.0,44100.0,42010.0,40630.0,36310.0,49060.0,36810.0,36100.0,41600.0,36810.0,37400.0,36160.0,37330.0,36050.0,32940.0,32750.0,42440.0,38100.0,43870.0,37470.0,37510.0,31160.0,35740.0,37360.0,37860.0,37050.0,38160.0,41650.0,35140.0,43080.0,35440.0,39530.0,35920.0,34560.0,40900.0,36810.0,42620.0,35510.0,38280.0,34910.0,35210.0,36960.0,38370.0,37060.0,44710.0,31920.0,41150.0,37480.0,23290.0,22890.0,34630.0,910180.0,10460.0,1530.0,23220.0,10870.0,82470.0,11020.0,14980.0,2880.0,2000.0,63280.0,26080.0,3510.0,5340.0,40370.0,17360.0,4660.0,7290.0,9290.0,12820.0,3440.0,18390.0,18970.0,25230.0,11800.0,6920.0,18890.0,1280.0,6750.0,10650.0,5320.0,42060.0,5650.0,65010.0,20080.0,1930.0,30850.0,9380.0,13590.0,37830.0,4270.0,11280.0,5760.0,11460.0,78330.0,12020.0,1160.0,23360.0,26500.0,5470.0,25580.0,1540.0,210.0,4030.0,120.0
"File and retrieve corporate documents, records, and reports.",file and retrieve corporate documents records and reports,File documents or records.,Perform administrative or clerical activities.,Performing Administrative Activities,Executive Secretaries and Executive Administrative Assistants,executive secretaries and executive administrative assistants,43-6011.00,Executive Secretaries and Executive Administrative Assistants,43-6011,43-6011.00,Secretaries and Administrative Assistants,Secretaries and Administrative Assistants,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.685590867016352,True,1.51173,3.78,90.67,0.1160474074168951,0.1,E1,E2,76590.0,69450.0,66210.0,70770.0,51600.0,89000.0,65850.0,82520.0,78920.0,90850.0,64710.0,68290.0,80710.0,60200.0,74390.0,59080.0,62340.0,64860.0,62410.0,53240.0,64100.0,78540.0,82650.0,66840.0,78470.0,55670.0,60320.0,59750.0,66210.0,67830.0,71650.0,89520.0,73890.0,80640.0,70140.0,61270.0,69600.0,59910.0,75480.0,75270.0,77820.0,60890.0,55170.0,68190.0,71990.0,61130.0,70770.0,80330.0,79250.0,63820.0,68920.0,52210.0,43930.0,37120.0,56720.0,459910.0,2880.0,1320.0,6490.0,2070.0,59640.0,10340.0,6490.0,1320.0,4560.0,19220.0,14560.0,1440.0,1180.0,14900.0,5060.0,4150.0,2750.0,2700.0,9270.0,2320.0,13960.0,14820.0,9030.0,7970.0,1240.0,8500.0,550.0,1860.0,2670.0,1210.0,11690.0,2800.0,88890.0,8890.0,540.0,10940.0,2810.0,6000.0,12910.0,950.0,3880.0,1230.0,5360.0,34520.0,5440.0,770.0,10360.0,11560.0,860.0,4480.0,560.0,80.0,7100.0,170.0
"File data and related information, and maintain and update databases.",file data and related information and maintain and update databases,Enter information into databases or software programs.,Process digital or online data.,Working with Computers,Statistical Assistants,statistical assistants,43-9111.00,Statistical Assistants,43-9111,43-9111.00,Statistical Assistants,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0452285057180138,4.906716417910447,True,0.8008565384615385,4.23,97.62,0.2587409244202223,0.4,E2,E1,50330.0,50330.0,50330.0,56900.0,50330.0,82580.0,50330.0,76140.0,50330.0,50330.0,57200.0,50330.0,40240.0,50330.0,63410.0,46860.0,50330.0,50330.0,45660.0,50330.0,48050.0,59690.0,70470.0,49660.0,58580.0,50330.0,58610.0,50330.0,59620.0,50330.0,50330.0,69480.0,50330.0,46520.0,50330.0,50330.0,47980.0,46010.0,50330.0,48740.0,50330.0,58970.0,50330.0,47780.0,43590.0,50330.0,50330.0,50330.0,63660.0,50330.0,53400.0,50330.0,50330.0,27490.0,50330.0,4710.0,64.0,10.0,100.0,39.0,110.0,86.0,160.0,15.0,21.0,90.0,147.0,40.0,26.0,183.0,270.0,80.0,43.0,100.0,58.0,40.0,100.0,190.0,370.0,89.0,35.0,90.0,15.0,170.0,47.0,21.0,110.0,26.0,292.0,250.0,13.0,70.0,30.0,59.0,280.0,15.0,40.0,14.0,390.0,423.0,52.0,9.0,124.0,200.0,21.0,60.0,8.0,2.0,230.0,1.0
"File data and related information, and maintain and update databases.",file data and related information and maintain and update databases,File documents or records.,Perform administrative or clerical activities.,Performing Administrative Activities,Statistical Assistants,statistical assistants,43-9111.00,Statistical Assistants,43-9111,43-9111.00,Statistical Assistants,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0452285057180138,4.906716417910447,True,0.8008565384615385,4.23,97.62,0.2587409244202223,0.4,E2,E1,50330.0,50330.0,50330.0,56900.0,50330.0,82580.0,50330.0,76140.0,50330.0,50330.0,57200.0,50330.0,40240.0,50330.0,63410.0,46860.0,50330.0,50330.0,45660.0,50330.0,48050.0,59690.0,70470.0,49660.0,58580.0,50330.0,58610.0,50330.0,59620.0,50330.0,50330.0,69480.0,50330.0,46520.0,50330.0,50330.0,47980.0,46010.0,50330.0,48740.0,50330.0,58970.0,50330.0,47780.0,43590.0,50330.0,50330.0,50330.0,63660.0,50330.0,53400.0,50330.0,50330.0,27490.0,50330.0,4710.0,64.0,10.0,100.0,39.0,110.0,86.0,160.0,15.0,21.0,90.0,147.0,40.0,26.0,183.0,270.0,80.0,43.0,100.0,58.0,40.0,100.0,190.0,370.0,89.0,35.0,90.0,15.0,170.0,47.0,21.0,110.0,26.0,292.0,250.0,13.0,70.0,30.0,59.0,280.0,15.0,40.0,14.0,390.0,423.0,52.0,9.0,124.0,200.0,21.0,60.0,8.0,2.0,230.0,1.0
"File scouting reports that detail player assessments, provide recommendations on athlete recruitment, and identify locations and individuals to be targeted for future recruitment efforts.",file scouting reports that detail player assessments provide recommendations on athlete recruitment and identify locations and individuals to be targeted for future recruitment efforts,Evaluate skills of athletes or performers.,Evaluate personnel capabilities or performance.,"Judging the Qualities of Objects, Services, or People",Coaches and Scouts,coaches and scouts,27-2022.00,Coaches and Scouts,27-2022,27-2022.00,"Athletes, Coaches, Umpires, and Related Workers","Entertainers and Performers, Sports and Related Workers","Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,5.0,False,0.480375,3.65,57.13,0.11477051927888,0.4,E1,E1,47320.0,47320.0,41170.0,53130.0,38930.0,47660.0,47110.0,54790.0,45200.0,65360.0,39370.0,48210.0,55860.0,46600.0,49120.0,44480.0,49350.0,42900.0,35570.0,60960.0,43640.0,50590.0,55130.0,47050.0,48050.0,47320.0,42790.0,48020.0,47810.0,51020.0,51490.0,76700.0,49980.0,59920.0,43840.0,37100.0,46530.0,41160.0,48960.0,48730.0,53630.0,42950.0,36360.0,37780.0,36510.0,45680.0,59990.0,46290.0,48030.0,52050.0,44800.0,49420.0,47320.0,32090.0,47320.0,248950.0,3140.0,350.0,4120.0,2070.0,31150.0,4120.0,4070.0,600.0,630.0,18120.0,4510.0,760.0,1410.0,8840.0,5960.0,3410.0,3300.0,2800.0,2550.0,1060.0,3960.0,6310.0,7910.0,4680.0,1770.0,4730.0,990.0,1180.0,2390.0,870.0,5670.0,590.0,11220.0,8530.0,1180.0,13150.0,2420.0,3930.0,8170.0,1170.0,3310.0,1290.0,6250.0,15300.0,2940.0,630.0,6810.0,11790.0,910.0,5480.0,470.0,106.0,610.0,51.0
"Fill customer orders from stock, and place orders when requested items are out of stock.",fill customer orders from stock and place orders when requested items are out of stock,Process sales or other transactions.,Execute financial transactions.,Performing Administrative Activities,Parts Salespersons,parts salespersons,41-2022.00,Parts Salespersons,41-2022,41-2022.00,Counter and Rental Clerks and Parts Salespersons,Retail Sales Workers,Sales and Related Occupations,2026-05-31,0.0113071264295034,4.78,True,5.321241538461538,4.59,96.71,0.4441044576591529,0.1,E0,E2,38630.0,33820.0,46130.0,46020.0,35320.0,44440.0,47660.0,44400.0,38050.0,38630.0,37190.0,36970.0,45120.0,44580.0,42240.0,37500.0,46670.0,36940.0,36400.0,31310.0,45350.0,42460.0,44660.0,44070.0,47030.0,35000.0,39740.0,45060.0,45100.0,38740.0,46370.0,45510.0,36890.0,45180.0,32480.0,48600.0,36790.0,36390.0,45190.0,38520.0,36450.0,32180.0,45370.0,36110.0,35440.0,39190.0,46260.0,38070.0,46830.0,36800.0,45380.0,38620.0,26990.0,22780.0,28610.0,270070.0,5880.0,710.0,3890.0,3330.0,26990.0,4840.0,3400.0,980.0,1211.0,16200.0,9760.0,930.0,1980.0,8500.0,7080.0,3810.0,3700.0,4220.0,3960.0,1630.0,4370.0,4080.0,7520.0,5790.0,2940.0,5330.0,1860.0,2360.0,2250.0,1500.0,4810.0,1410.0,7460.0,11460.0,1610.0,10580.0,3980.0,3880.0,10430.0,920.0,4600.0,2100.0,6250.0,25500.0,3080.0,780.0,7370.0,6230.0,1880.0,5200.0,750.0,70.0,3600.0,40.0
"Fill customer orders from stock, and place orders when requested items are out of stock.",fill customer orders from stock and place orders when requested items are out of stock,"Order materials, supplies, or equipment.",Purchase goods or services.,Monitoring and Controlling Resources,Parts Salespersons,parts salespersons,41-2022.00,Parts Salespersons,41-2022,41-2022.00,Counter and Rental Clerks and Parts Salespersons,Retail Sales Workers,Sales and Related Occupations,2026-05-31,0.0113071264295034,4.78,True,5.321241538461538,4.59,96.71,0.4441044576591529,0.1,E0,E2,38630.0,33820.0,46130.0,46020.0,35320.0,44440.0,47660.0,44400.0,38050.0,38630.0,37190.0,36970.0,45120.0,44580.0,42240.0,37500.0,46670.0,36940.0,36400.0,31310.0,45350.0,42460.0,44660.0,44070.0,47030.0,35000.0,39740.0,45060.0,45100.0,38740.0,46370.0,45510.0,36890.0,45180.0,32480.0,48600.0,36790.0,36390.0,45190.0,38520.0,36450.0,32180.0,45370.0,36110.0,35440.0,39190.0,46260.0,38070.0,46830.0,36800.0,45380.0,38620.0,26990.0,22780.0,28610.0,270070.0,5880.0,710.0,3890.0,3330.0,26990.0,4840.0,3400.0,980.0,1211.0,16200.0,9760.0,930.0,1980.0,8500.0,7080.0,3810.0,3700.0,4220.0,3960.0,1630.0,4370.0,4080.0,7520.0,5790.0,2940.0,5330.0,1860.0,2360.0,2250.0,1500.0,4810.0,1410.0,7460.0,11460.0,1610.0,10580.0,3980.0,3880.0,10430.0,920.0,4600.0,2100.0,6250.0,25500.0,3080.0,780.0,7370.0,6230.0,1880.0,5200.0,750.0,70.0,3600.0,40.0
"Find, retrieve, and make copies of information from files in response to requests and deliver information to authorized users.",find retrieve and make copies of information from files in response to requests and deliver information to authorized users,"Search files, databases or reference materials to obtain needed information.",Gather information from physical or electronic sources.,Getting Information,File Clerks,file clerks,43-4071.00,File Clerks,43-4071,43-4071.00,File Clerks,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.124378390724538,4.712217659137577,True,1.9211338461538463,4.14,96.22,0.4632234929356201,0.3,E2,E2,43600.0,38290.0,49910.0,43690.0,38470.0,49040.0,46490.0,44810.0,39940.0,43600.0,41750.0,41000.0,50630.0,45910.0,49920.0,39740.0,46560.0,42130.0,39250.0,32200.0,43910.0,44920.0,48310.0,43950.0,46640.0,31260.0,38400.0,38370.0,40640.0,44150.0,44390.0,44400.0,37700.0,44340.0,43260.0,42860.0,40650.0,39170.0,50660.0,42920.0,36400.0,39350.0,36640.0,43010.0,39480.0,41450.0,47540.0,39900.0,45830.0,31600.0,45130.0,43600.0,32360.0,25700.0,43600.0,73440.0,110.0,150.0,2190.0,310.0,9520.0,1130.0,350.0,227.0,329.0,6180.0,2570.0,100.0,540.0,3780.0,1430.0,430.0,570.0,250.0,680.0,210.0,880.0,600.0,1820.0,760.0,546.0,1000.0,410.0,750.0,1110.0,300.0,2310.0,340.0,2590.0,1970.0,60.0,1820.0,1440.0,970.0,2830.0,235.0,1210.0,215.0,2060.0,11340.0,510.0,70.0,2110.0,520.0,260.0,1550.0,70.0,31.0,330.0,15.0
"Find, retrieve, and make copies of information from files in response to requests and deliver information to authorized users.",find retrieve and make copies of information from files in response to requests and deliver information to authorized users,Provide information to coworkers.,Communicate with others about operational plans or activities.,"Communicating with Supervisors, Peers, or Subordinates",File Clerks,file clerks,43-4071.00,File Clerks,43-4071,43-4071.00,File Clerks,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.124378390724538,4.712217659137577,True,1.9211338461538463,4.14,96.22,0.4632234929356201,0.3,E2,E2,43600.0,38290.0,49910.0,43690.0,38470.0,49040.0,46490.0,44810.0,39940.0,43600.0,41750.0,41000.0,50630.0,45910.0,49920.0,39740.0,46560.0,42130.0,39250.0,32200.0,43910.0,44920.0,48310.0,43950.0,46640.0,31260.0,38400.0,38370.0,40640.0,44150.0,44390.0,44400.0,37700.0,44340.0,43260.0,42860.0,40650.0,39170.0,50660.0,42920.0,36400.0,39350.0,36640.0,43010.0,39480.0,41450.0,47540.0,39900.0,45830.0,31600.0,45130.0,43600.0,32360.0,25700.0,43600.0,73440.0,110.0,150.0,2190.0,310.0,9520.0,1130.0,350.0,227.0,329.0,6180.0,2570.0,100.0,540.0,3780.0,1430.0,430.0,570.0,250.0,680.0,210.0,880.0,600.0,1820.0,760.0,546.0,1000.0,410.0,750.0,1110.0,300.0,2310.0,340.0,2590.0,1970.0,60.0,1820.0,1440.0,970.0,2830.0,235.0,1210.0,215.0,2060.0,11340.0,510.0,70.0,2110.0,520.0,260.0,1550.0,70.0,31.0,330.0,15.0
"Forecast and track marketing and sales trends, analyzing collected data.",forecast and track marketing and sales trends analyzing collected data,Analyze market conditions or trends.,Analyze market or industry conditions.,Analyzing Data or Information,Market Research Analysts and Marketing Specialists,market research analysts and marketing specialists,13-1161.00,Market Research Analysts and Marketing Specialists,13-1161,13-1161.00,Market Research Analysts and Marketing Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.80119083661318,False,0.2793934615384615,3.95,95.65,0.0884498560359232,0.5,E2,E2,78760.0,59530.0,66710.0,71940.0,65430.0,94700.0,93050.0,77740.0,101270.0,98090.0,75450.0,75850.0,59390.0,60970.0,79120.0,63700.0,66390.0,70430.0,61480.0,59690.0,71980.0,76370.0,101810.0,66780.0,87510.0,56640.0,70140.0,68080.0,60000.0,71840.0,64570.0,88190.0,61950.0,98580.0,78410.0,61580.0,72790.0,61940.0,79150.0,68760.0,86240.0,69440.0,63490.0,69790.0,72520.0,62630.0,74880.0,76980.0,95120.0,52340.0,64800.0,60990.0,42240.0,39330.0,59990.0,449790.0,7277.0,494.0,13748.0,5421.0,103277.0,24182.0,8613.0,3570.0,5499.0,60769.99999999999,27810.0,1396.0,3279.0,35180.0,14400.000000000002,7702.0,8090.0,5456.0,4649.0,2073.0,11770.0,34443.0,21008.0,18457.0,2272.0,12915.0,1266.0,3279.0,5013.0,3643.0,19941.0,1396.0,69823.0,30700.0,1344.0,23740.0,5742.0,9810.0,31040.000000000004,2784.0,10339.0,1327.0,11310.0,54947.0,14509.999999999998,860.0,22213.0,21216.0,1431.0,13531.0,737.0,69.0,2099.0,78.0
"Forecast political, economic, and social trends.",forecast political economic and social trends,"Forecast economic, political, or social trends.",Analyze market or industry conditions.,Analyzing Data or Information,Political Scientists,political scientists,19-3094.00,Political Scientists,19-3094,19-3094.00,Miscellaneous Social Scientists and Related Workers,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.1130712642950345,4.970260223048326,False,0.0897903846153846,3.0,92.31,0.0238661626210372,0.4,E2,E2,142080.0,142080.0,142080.0,108770.0,142080.0,142080.0,127260.0,142080.0,142080.0,152530.0,142080.0,142080.0,142080.0,142080.0,103780.0,142080.0,142080.0,142080.0,142080.0,142080.0,142080.0,153380.0,133930.0,86290.0,142080.0,142080.0,142080.0,142080.0,142080.0,142080.0,74560.0,142080.0,142080.0,142080.0,142080.0,142080.0,119370.0,142080.0,119460.0,140020.0,142080.0,142080.0,142080.0,142080.0,114050.0,142080.0,142080.0,142080.0,147060.0,142080.0,142080.0,142080.0,142080.0,142080.0,142080.0,5540.0,75.0,12.0,50.0,46.0,645.0,30.0,60.0,17.0,3070.0,90.0,173.0,22.0,30.0,110.0,113.0,55.0,51.0,71.0,68.0,23.0,100.0,170.0,180.0,104.0,41.0,104.0,18.0,36.0,55.0,24.0,152.0,31.0,130.0,175.0,15.0,40.0,60.0,70.0,70.0,18.0,82.0,16.0,116.0,160.0,61.0,11.0,145.0,110.0,25.0,104.0,10.0,2.0,33.0,1.0
"Formulate basic layout design or presentation approach and specify material details, such as style and size of type, photographs, graphics, animation, video, and sound.",formulate basic layout design or presentation approach and specify material details such as style and size of type photographs graphics animation video and sound,Determine technical requirements of productions or projects.,Determine operational methods or procedures.,Making Decisions and Solving Problems,Art Directors,art directors,27-1011.00,Art Directors,27-1011,27-1011.00,Artists and Related Workers,Art and Design Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0339213792885103,4.761535361676406,False,1.7942753846153847,4.24,93.88,0.4310480333343803,0.3,E2,E2,114850.0,77220.0,75200.0,114850.0,71930.0,137780.0,99990.0,71900.0,114850.0,114850.0,99660.0,110430.0,89300.0,80680.0,103550.0,105690.0,80940.0,60460.0,76160.0,83640.0,100300.0,98400.0,149320.0,86660.0,109700.0,66020.0,100940.0,73850.0,73270.0,98070.0,132000.0,129200.0,114850.0,137320.0,90000.0,83170.0,94390.0,80680.0,133840.0,97450.0,72550.0,87990.0,66610.0,89860.0,88270.0,106500.0,129260.0,101150.0,121170.0,63550.0,81130.0,114850.0,114850.0,57580.0,114850.0,53070.0,210.0,40.0,450.00000000000006,240.0,12430.0,720.0,1160.0,164.0,310.0,2520.0,1420.0,40.0,291.0,2960.0,350.0,280.0,487.0,320.0,160.0,217.0,570.0,1850.0,1080.0,920.0,90.0,780.0,100.0,140.0,290.0,160.0,1840.0,60.0,8720.0,1675.0,30.0,1050.0,290.0,1040.0,1250.0,90.0,550.0,30.0,930.0,2480.0,290.0,80.0,670.0,650.0,30.0,730.0,95.0,23.0,80.0,11.0
"Formulate basic layout design or presentation approach and specify material details, such as style and size of type, photographs, graphics, animation, video, and sound.",formulate basic layout design or presentation approach and specify material details such as style and size of type photographs graphics animation video and sound,"Design layout of art or product exhibits, displays, or promotional materials.",Create visual designs or displays.,Thinking Creatively,Art Directors,art directors,27-1011.00,Art Directors,27-1011,27-1011.00,Artists and Related Workers,Art and Design Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0339213792885103,4.761535361676406,False,1.7942753846153847,4.24,93.88,0.4310480333343803,0.3,E2,E2,114850.0,77220.0,75200.0,114850.0,71930.0,137780.0,99990.0,71900.0,114850.0,114850.0,99660.0,110430.0,89300.0,80680.0,103550.0,105690.0,80940.0,60460.0,76160.0,83640.0,100300.0,98400.0,149320.0,86660.0,109700.0,66020.0,100940.0,73850.0,73270.0,98070.0,132000.0,129200.0,114850.0,137320.0,90000.0,83170.0,94390.0,80680.0,133840.0,97450.0,72550.0,87990.0,66610.0,89860.0,88270.0,106500.0,129260.0,101150.0,121170.0,63550.0,81130.0,114850.0,114850.0,57580.0,114850.0,53070.0,210.0,40.0,450.00000000000006,240.0,12430.0,720.0,1160.0,164.0,310.0,2520.0,1420.0,40.0,291.0,2960.0,350.0,280.0,487.0,320.0,160.0,217.0,570.0,1850.0,1080.0,920.0,90.0,780.0,100.0,140.0,290.0,160.0,1840.0,60.0,8720.0,1675.0,30.0,1050.0,290.0,1040.0,1250.0,90.0,550.0,30.0,930.0,2480.0,290.0,80.0,670.0,650.0,30.0,730.0,95.0,23.0,80.0,11.0
"Formulate, direct, or coordinate marketing activities or policies to promote products or services, working with advertising or promotion managers.",formulate direct or coordinate marketing activities or policies to promote products or services working with advertising or promotion managers,Develop marketing plans or strategies.,Develop business or marketing plans.,Thinking Creatively,Marketing Managers,marketing managers,11-2021.00,Marketing Managers,11-2021,11-2021.00,Marketing and Sales Managers,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",Management Occupations,2026-05-31,0.0030529241359659,4.841284128412841,False,1.868909615384616,4.24,98.22,4.519817733473123,3.080646289302997,E2,E2,166790.0,120160.0,116270.0,132220.0,136520.0,193620.0,182730.0,169240.0,166790.0,177170.0,142620.0,160760.0,117770.0,142090.0,162860.0,136260.0,131120.0,154510.0,128930.0,120650.0,135380.0,154160.0,212020.0,138510.0,173300.0,100940.0,130550.0,165580.0,110570.0,107550.0,143280.0,180040.0,122980.0,181200.0,165480.0,125580.0,132330.0,126920.0,161560.0,150810.0,166790.0,143290.0,167750.0,131990.0,147880.0,139830.0,166790.0,187820.0,172270.0,98750.0,133600.0,161580.0,79890.0,166790.0,97760.0,395240.0,1540.0,240.0,4870.0,1860.0,54660.0,6010.0,5800.0,1060.0,3470.0,24820.0,8510.0,570.0,1320.0,21140.0,3350.0,2210.0,1570.0,1930.0,940.0,1320.0,6510.0,14270.0,6620.0,8500.0,770.0,6550.0,1292.0,1910.0,3430.0,1460.0,13510.0,800.0,54000.0,10790.0,180.0,10620.0,1420.0,4960.0,13840.0,1266.0,3760.0,220.0,7730.0,44680.0,6100.0,767.0,6890.0,8880.0,300.0,4890.0,100.0,120.0,2370.0,60.0
"Formulate, direct, or coordinate marketing activities or policies to promote products or services, working with advertising or promotion managers.",formulate direct or coordinate marketing activities or policies to promote products or services working with advertising or promotion managers,"Direct sales, marketing, or customer service activities.","Direct organizational operations, activities, or procedures.","Guiding, Directing, and Motivating Subordinates",Marketing Managers,marketing managers,11-2021.00,Marketing Managers,11-2021,11-2021.00,Marketing and Sales Managers,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",Management Occupations,2026-05-31,0.0030529241359659,4.841284128412841,False,1.868909615384616,4.24,98.22,4.519817733473123,3.080646289302997,E2,E2,166790.0,120160.0,116270.0,132220.0,136520.0,193620.0,182730.0,169240.0,166790.0,177170.0,142620.0,160760.0,117770.0,142090.0,162860.0,136260.0,131120.0,154510.0,128930.0,120650.0,135380.0,154160.0,212020.0,138510.0,173300.0,100940.0,130550.0,165580.0,110570.0,107550.0,143280.0,180040.0,122980.0,181200.0,165480.0,125580.0,132330.0,126920.0,161560.0,150810.0,166790.0,143290.0,167750.0,131990.0,147880.0,139830.0,166790.0,187820.0,172270.0,98750.0,133600.0,161580.0,79890.0,166790.0,97760.0,395240.0,1540.0,240.0,4870.0,1860.0,54660.0,6010.0,5800.0,1060.0,3470.0,24820.0,8510.0,570.0,1320.0,21140.0,3350.0,2210.0,1570.0,1930.0,940.0,1320.0,6510.0,14270.0,6620.0,8500.0,770.0,6550.0,1292.0,1910.0,3430.0,1460.0,13510.0,800.0,54000.0,10790.0,180.0,10620.0,1420.0,4960.0,13840.0,1266.0,3760.0,220.0,7730.0,44680.0,6100.0,767.0,6890.0,8880.0,300.0,4890.0,100.0,120.0,2370.0,60.0
Formulate general rules that describe and predict the development and behavior of cultures and social institutions.,formulate general rules that describe and predict the development and behavior of cultures and social institutions,Develop theories or models of social phenomena.,Develop scientific or mathematical theories or models.,Thinking Creatively,Anthropologists and Archeologists,anthropologists and archeologists,19-3091.00,Anthropologists and Archeologists,19-3091,19-3091.00,Miscellaneous Social Scientists and Related Workers,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0113071264295034,4.602171870105461,False,0.0506561538461538,3.11,90.0,0.0174659163059163,0.7999999999999999,E1,E2,70770.0,75690.0,89810.0,65290.0,62160.0,72240.0,68620.0,91420.0,70770.0,70770.0,59270.0,58990.0,84530.0,88710.0,59560.0,63730.0,67270.0,41870.0,72230.0,47750.0,70770.0,54160.0,121300.0,64700.0,65920.0,70770.0,66930.0,79420.0,94520.0,64390.0,61160.0,66230.0,68180.0,67220.0,73130.0,63830.0,59160.0,71740.0,84970.0,79660.0,70770.0,63130.0,63130.0,60310.0,67700.0,73920.0,70770.0,80230.0,74790.0,54340.0,63130.0,76400.0,70770.0,70950.0,70770.0,8990.0,170.0,130.0,500.0,60.0,2060.0,250.0,97.0,28.0,40.0,620.0,150.0,210.0,170.0,140.0,70.0,40.0,60.0,70.0,110.0,37.0,220.0,80.0,253.0,140.0,67.0,80.0,80.0,40.0,230.0,40.0,140.0,230.0,120.0,200.0,25.0,70.0,90.0,240.0,130.0,29.0,50.0,40.0,160.0,430.0,120.0,17.0,320.0,260.0,50.0,40.0,80.0,4.0,40.0,2.0
"Formulate mathematical models or other methods of computer analysis to develop, evaluate, or modify design, according to customer engineering requirements.",formulate mathematical models or other methods of computer analysis to develop evaluate or modify design according to customer engineering requirements,Create models of engineering designs or methods.,"Develop models of systems, processes, or products.",Thinking Creatively,Aerospace Engineers,aerospace engineers,17-2011.00,Aerospace Engineers,17-2011,17-2011.00,Aerospace Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.826600000000001,False,1.2850815384615384,4.07,82.48,0.6550409374331455,0.7999999999999999,E2,E1,134960.0,127540.0,101710.0,123170.0,102040.0,157620.0,156190.0,129500.0,134960.0,157600.0,129280.0,140460.0,137240.0,95700.0,108940.0,107400.0,134960.0,130330.0,126130.0,136970.0,134960.0,156750.0,149470.0,128960.0,159060.0,109200.0,130680.0,134960.0,135670.0,96730.0,134960.0,126430.0,132850.0,130330.0,122930.0,134960.0,138440.0,125470.0,124630.0,133940.0,134960.0,137030.0,134960.0,128510.0,130270.0,135840.0,144400.0,143210.0,158370.0,134960.0,88400.0,134960.0,134960.0,134960.0,134960.0,67710.0,5820.0,100.0,3110.0,180.0,9170.0,4070.0,1160.0,210.0,290.0,3250.0,2230.0,40.0,190.0,200.0,440.0,40.0,1730.0,290.0,90.0,277.0,3180.0,990.0,1905.0,140.0,90.0,650.0,221.0,130.0,270.0,40.0,3400.0,570.0,560.0,650.0,186.0,3710.0,1090.0,250.0,990.0,217.0,650.0,198.0,610.0,6750.0,1010.0,100.0,2540.0,5760.0,303.0,120.0,121.0,29.0,406.0,14.0
"Formulate mathematical or simulation models of problems, relating constants and variables, restrictions, alternatives, conflicting objectives, and their numerical parameters.",formulate mathematical or simulation models of problems relating constants and variables restrictions alternatives conflicting objectives and their numerical parameters,Develop scientific or mathematical models.,Develop scientific or mathematical theories or models.,Thinking Creatively,Operations Research Analysts,operations research analysts,15-2031.00,Operations Research Analysts,15-2031,15-2031.00,Operations Research Analysts,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0452285057180138,4.864542630998899,False,0.6100723076923076,4.38,100.0,0.4366236390872669,0.881902382329578,E2,E1,88940.0,115630.0,88750.0,75470.0,59030.0,102100.0,129880.0,96700.0,101070.0,96030.0,77600.0,76220.0,100600.0,103600.0,89800.0,85280.0,80580.0,92050.0,83850.0,63210.0,99460.0,97410.0,96500.0,83480.0,95550.0,92310.0,62380.0,80400.0,98300.0,86500.0,88940.0,88940.0,80360.0,108610.0,97290.0,82460.0,103620.0,61520.0,102170.0,79640.0,77910.0,80240.0,88940.0,76680.0,90710.0,90200.0,89790.0,129460.0,98030.0,64100.0,71820.0,88940.0,88940.0,57000.0,88940.0,108510.0,550.0,70.0,2600.0,210.0,10620.0,770.0,950.0,660.0,2250.0,9120.0,4600.0,120.0,500.0,5180.0,1380.0,300.0,997.0,660.0,550.0,220.0,4710.0,4200.0,980.0,1240.0,120.0,1190.0,150.0,330.0,370.0,290.0,3280.0,510.0,5890.0,2520.0,130.0,2600.0,1840.0,2710.0,3220.0,360.0,1380.0,317.0,1200.0,11890.0,810.0,170.0,6980.0,3050.0,200.0,4270.0,195.0,46.0,50.0,22.0
Formulate or implement regulatory affairs policies and procedures to ensure that regulatory compliance is maintained or enhanced.,formulate or implement regulatory affairs policies and procedures to ensure that regulatory compliance is maintained or enhanced,Implement organizational process or policy changes.,Implement procedures or processes.,Making Decisions and Solving Problems,Regulatory Affairs Managers,regulatory affairs managers,11-9199.01,Regulatory Affairs Managers,11-9199,11-9199.01,Miscellaneous Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.85,False,0.1384692307692308,4.0,100.0,0.1079182924901186,1.2,E1,E2,141900.0,135890.0,127950.0,129870.0,87520.0,174560.0,171140.0,162690.0,168060.0,175720.0,108890.0,125000.0,130000.0,131550.0,140240.0,79900.0,128080.0,131710.0,122930.0,103140.0,115920.0,159040.0,182950.0,134260.0,152600.0,101570.0,125760.0,110470.0,116430.0,112040.0,145630.0,161510.0,123550.0,167200.0,141160.0,126440.0,129940.0,131870.0,125580.0,131600.0,165900.0,129960.0,119470.0,99430.0,134390.0,134890.0,125440.0,166230.0,164160.0,124940.0,107050.0,113420.0,104010.0,82250.0,95530.0,219480.0,2780.0,2455.0,12050.0,8029.0,140509.0,19839.0,10343.0,1806.0,26203.0,53365.0,48934.0,880.0,1736.0,44701.0,9863.0,5080.0,3796.0,3372.0,18654.0,2624.0,24735.0,14999.0,13235.0,5870.0,1355.0,16114.0,2258.0,3725.0,12854.0,1877.0,42711.0,5320.0,26061.0,30802.0,2878.0,10385.0,1891.0,10837.0,28460.0,1115.0,3118.0,804.0,24707.0,86650.0,12967.0,1496.0,30422.0,14802.0,5136.0,20093.0,1199.0,254.0,7831.0,198.0
Formulate or implement regulatory affairs policies and procedures to ensure that regulatory compliance is maintained or enhanced.,formulate or implement regulatory affairs policies and procedures to ensure that regulatory compliance is maintained or enhanced,Develop organizational policies or programs.,"Develop organizational policies, systems, or processes.",Developing Objectives and Strategies,Regulatory Affairs Managers,regulatory affairs managers,11-9199.01,Regulatory Affairs Managers,11-9199,11-9199.01,Miscellaneous Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.85,False,0.1384692307692308,4.0,100.0,0.1079182924901186,1.2,E1,E2,141900.0,135890.0,127950.0,129870.0,87520.0,174560.0,171140.0,162690.0,168060.0,175720.0,108890.0,125000.0,130000.0,131550.0,140240.0,79900.0,128080.0,131710.0,122930.0,103140.0,115920.0,159040.0,182950.0,134260.0,152600.0,101570.0,125760.0,110470.0,116430.0,112040.0,145630.0,161510.0,123550.0,167200.0,141160.0,126440.0,129940.0,131870.0,125580.0,131600.0,165900.0,129960.0,119470.0,99430.0,134390.0,134890.0,125440.0,166230.0,164160.0,124940.0,107050.0,113420.0,104010.0,82250.0,95530.0,219480.0,2780.0,2455.0,12050.0,8029.0,140509.0,19839.0,10343.0,1806.0,26203.0,53365.0,48934.0,880.0,1736.0,44701.0,9863.0,5080.0,3796.0,3372.0,18654.0,2624.0,24735.0,14999.0,13235.0,5870.0,1355.0,16114.0,2258.0,3725.0,12854.0,1877.0,42711.0,5320.0,26061.0,30802.0,2878.0,10385.0,1891.0,10837.0,28460.0,1115.0,3118.0,804.0,24707.0,86650.0,12967.0,1496.0,30422.0,14802.0,5136.0,20093.0,1199.0,254.0,7831.0,198.0
Formulate or implement regulatory affairs policies and procedures to ensure that regulatory compliance is maintained or enhanced.,formulate or implement regulatory affairs policies and procedures to ensure that regulatory compliance is maintained or enhanced,"Develop operating strategies, plans, or procedures.","Develop organizational policies, systems, or processes.",Developing Objectives and Strategies,Regulatory Affairs Managers,regulatory affairs managers,11-9199.01,Regulatory Affairs Managers,11-9199,11-9199.01,Miscellaneous Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.85,False,0.1384692307692308,4.0,100.0,0.1079182924901186,1.2,E1,E2,141900.0,135890.0,127950.0,129870.0,87520.0,174560.0,171140.0,162690.0,168060.0,175720.0,108890.0,125000.0,130000.0,131550.0,140240.0,79900.0,128080.0,131710.0,122930.0,103140.0,115920.0,159040.0,182950.0,134260.0,152600.0,101570.0,125760.0,110470.0,116430.0,112040.0,145630.0,161510.0,123550.0,167200.0,141160.0,126440.0,129940.0,131870.0,125580.0,131600.0,165900.0,129960.0,119470.0,99430.0,134390.0,134890.0,125440.0,166230.0,164160.0,124940.0,107050.0,113420.0,104010.0,82250.0,95530.0,219480.0,2780.0,2455.0,12050.0,8029.0,140509.0,19839.0,10343.0,1806.0,26203.0,53365.0,48934.0,880.0,1736.0,44701.0,9863.0,5080.0,3796.0,3372.0,18654.0,2624.0,24735.0,14999.0,13235.0,5870.0,1355.0,16114.0,2258.0,3725.0,12854.0,1877.0,42711.0,5320.0,26061.0,30802.0,2878.0,10385.0,1891.0,10837.0,28460.0,1115.0,3118.0,804.0,24707.0,86650.0,12967.0,1496.0,30422.0,14802.0,5136.0,20093.0,1199.0,254.0,7831.0,198.0
"Formulate predictions by interpreting environmental data, such as meteorological, atmospheric, oceanic, paleoclimate, climate, or related information.",formulate predictions by interpreting environmental data such as meteorological atmospheric oceanic paleoclimate climate or related information,Analyze environmental data.,Analyze environmental or geospatial data.,Analyzing Data or Information,Atmospheric and Space Scientists,atmospheric and space scientists,19-2021.00,Atmospheric and Space Scientists,19-2021,19-2021.00,Atmospheric and Space Scientists,Physical Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.0113071264295034,4.9671,False,2.331538461538462,4.25,100.0,0.1765126849894292,0.1,E1,E2,99070.0,81080.0,94380.0,115020.0,71940.0,124920.0,104670.0,85110.0,99070.0,103860.0,115960.0,96820.0,121010.0,119430.0,112280.0,103680.0,76850.0,109300.0,103240.0,97470.0,103710.0,128800.0,108050.0,103210.0,106270.0,99070.0,114230.0,108890.0,60540.0,109300.0,42820.0,120180.0,110070.0,117540.0,91560.0,91560.0,78580.0,76480.0,112260.0,75890.0,99070.0,82240.0,78900.0,96190.0,84990.0,96520.0,99070.0,83880.0,94400.0,80690.0,85870.0,99940.0,99070.0,63910.0,99070.0,10000.0,340.0,21.0,80.0,83.0,510.0,1150.0,50.0,31.0,70.0,270.0,170.0,70.0,50.0,110.0,80.0,100.0,80.0,100.0,70.0,50.0,750.0,232.0,150.0,50.0,74.0,160.0,70.0,160.0,120.0,130.0,60.0,60.0,370.0,170.0,40.0,160.0,420.0,100.0,160.0,32.0,150.0,130.0,230.0,720.0,170.0,19.0,350.0,190.0,40.0,280.0,40.0,4.0,40.0,2.0
"Formulate predictions by interpreting environmental data, such as meteorological, atmospheric, oceanic, paleoclimate, climate, or related information.",formulate predictions by interpreting environmental data such as meteorological atmospheric oceanic paleoclimate climate or related information,Develop theories or models of physical phenomena.,Develop scientific or mathematical theories or models.,Thinking Creatively,Atmospheric and Space Scientists,atmospheric and space scientists,19-2021.00,Atmospheric and Space Scientists,19-2021,19-2021.00,Atmospheric and Space Scientists,Physical Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.0113071264295034,4.9671,False,2.331538461538462,4.25,100.0,0.1765126849894292,0.1,E1,E2,99070.0,81080.0,94380.0,115020.0,71940.0,124920.0,104670.0,85110.0,99070.0,103860.0,115960.0,96820.0,121010.0,119430.0,112280.0,103680.0,76850.0,109300.0,103240.0,97470.0,103710.0,128800.0,108050.0,103210.0,106270.0,99070.0,114230.0,108890.0,60540.0,109300.0,42820.0,120180.0,110070.0,117540.0,91560.0,91560.0,78580.0,76480.0,112260.0,75890.0,99070.0,82240.0,78900.0,96190.0,84990.0,96520.0,99070.0,83880.0,94400.0,80690.0,85870.0,99940.0,99070.0,63910.0,99070.0,10000.0,340.0,21.0,80.0,83.0,510.0,1150.0,50.0,31.0,70.0,270.0,170.0,70.0,50.0,110.0,80.0,100.0,80.0,100.0,70.0,50.0,750.0,232.0,150.0,50.0,74.0,160.0,70.0,160.0,120.0,130.0,60.0,60.0,370.0,170.0,40.0,160.0,420.0,100.0,160.0,32.0,150.0,130.0,230.0,720.0,170.0,19.0,350.0,190.0,40.0,280.0,40.0,4.0,40.0,2.0
"Formulate sampling procedures and designs and develop forms and instructions for recording, evaluating, and reporting quality and reliability data.",formulate sampling procedures and designs and develop forms and instructions for recording evaluating and reporting quality and reliability data,Devise research or testing protocols.,Develop research plans or methodologies.,Thinking Creatively,Industrial Engineers,industrial engineers,17-2112.00,Industrial Engineers,17-2112,17-2112.00,"Industrial Engineers, Including Health and Safety",Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.636400000000001,False,0.2090126923076923,3.11,73.22,0.124047481337094,1.0,E1,E2,102440.0,99880.0,156510.0,108280.0,98410.0,124600.0,109750.0,104160.0,120190.0,103300.0,101610.0,100100.0,123800.0,100840.0,100540.0,97480.0,97690.0,99830.0,96820.0,122920.0,101030.0,119930.0,109420.0,101680.0,102660.0,95830.0,99290.0,104430.0,98170.0,102090.0,101310.0,103840.0,128090.0,102640.0,99310.0,96940.0,100060.0,97510.0,128290.0,99560.0,109350.0,101060.0,93200.0,99080.0,104560.0,103940.0,103010.0,102550.0,129050.0,108360.0,96980.0,122070.0,102440.0,81820.0,102440.0,61874.0,5177.0,149.0,5089.0,1157.0,22115.0,3519.0,4074.0,555.0,108.0,9508.0,6050.0,34.0,900.0,12614.0,7904.0,2436.0,2335.0,4108.0,1157.0,697.0,2639.0,7762.0,20971.0,11896.0,1658.0,3431.0,264.0,785.0,1062.0,1313.0,4649.0,771.0,7992.0,7836.0,406.0,15889.0,1468.0,3932.0,8919.0,670.0,5387.0,562.0,5035.0,20964.0,3735.0,298.0,3776.0,4148.0,575.0,8844.0,162.0,26.0,1861.0,13.0
Furnish customers with information on events or activities.,furnish customers with information on events or activities,Provide attraction or event information to patrons.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,First-Line Supervisors of Personal Service Workers,firstline supervisors of personal service workers,39-1021.00,"First-Line Supervisors of Entertainment and Recreation Workers, Except Gambling Services",39-1014,39-1014.00,First-Line Supervisors of Entertainment and Recreation Workers,Supervisors of Personal Care and Service Workers,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.9375,False,0.8873871328671329,4.140454545454546,93.63,0.368421052631579,0.4727272727272727,E1,E2,52648.57142857143,45328.16326530612,52521.02040816326,48103.87755102041,42089.59183673469,54053.87755102041,55753.87755102041,53239.59183673469,54649.59183673469,57843.87755102041,50041.02040816326,47236.73469387755,54613.87755102041,47862.44897959184,49236.73469387755,48879.59183673469,44101.02040816326,49516.73469387755,44841.02040816326,43812.44897959184,55429.59183673469,50978.16326530612,54821.02040816326,45913.87755102041,51263.87755102041,44126.73469387755,47903.87755102041,49351.02040816326,47435.30612244898,48341.02040816326,52028.16326530612,53005.30612244898,45022.44897959184,53865.30612244898,49031.02040816326,49248.16326530612,46221.02040816326,42915.30612244898,52588.16326530612,48365.30612244898,52128.16326530612,48878.16326530612,48346.73469387755,47205.30612244898,47212.44897959184,46846.73469387755,53829.59183673469,49358.16326530612,59136.73469387755,41461.02040816326,49328.16326530612,51036.73469387755,36049.59183673469,35923.87755102041,52648.57142857143,113021.42857142858,1701.7142857142858,371.4285714285714,2164.0,774.5714285714286,12277.428571428572,3274.2857142857147,1627.142857142857,364.2857142857143,343.42857142857144,6615.714285714285,3134.285714285714,649.4285714285714,625.4285714285714,3850.857142857143,1971.7142857142856,1116.0,875.1428571428571,1076.857142857143,1100.571428571429,386.57142857142856,2435.714285714286,2364.5714285714284,2708.5714285714284,2102.857142857143,772.8571428571429,1572.857142857143,422.5714285714286,717.1428571428571,1572.857142857143,653.7142857142857,3722.571428571429,431.1428571428572,5842.857142857143,3560.857142857143,260.0,3662.0,1089.428571428571,1555.7142857142856,5415.428571428572,389.1428571428571,1778.2857142857142,281.42857142857144,1747.7142857142858,9634.285714285714,1365.142857142857,252.57142857142856,3002.0,2005.428571428572,439.1428571428572,2655.428571428572,200.8571428571429,52.285714285714285,452.2857142857143,23.0
Furnish taxpayers with sufficient information and advice to ensure correct tax form completion.,furnish taxpayers with sufficient information and advice to ensure correct tax form completion,Advise others on financial matters.,Advise others on financial matters.,Providing Consultation and Advice to Others,Tax Preparers,tax preparers,13-2082.00,Tax Preparers,13-2082,13-2082.00,"Tax Examiners, Collectors and Preparers, and Revenue Agents",Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.580915406620352,False,2.6634384615384614,4.57,100.0,0.414025037037037,0.2,E1,E2,54920.0,33280.0,62360.0,44770.0,35040.0,70030.0,62620.0,41130.0,51960.0,54920.0,49020.0,49330.0,34720.0,54920.0,54480.0,45710.0,53660.0,47300.0,36620.0,38740.0,47150.0,47020.0,58400.0,46400.0,59200.0,50670.0,62780.0,63080.0,43010.0,60000.0,61370.0,43420.0,38060.0,71850.0,48130.0,57060.0,49020.0,42700.0,61370.0,61270.0,57680.0,39220.0,52530.0,36600.0,47460.0,66720.0,54920.0,58520.0,45370.0,35880.0,44340.0,57990.0,54920.0,46730.0,54920.0,76480.0,290.0,70.0,2240.0,550.0,10270.0,1540.0,700.0,240.0,343.0,4852.0,1670.0,307.0,419.0,1310.0,1820.0,780.0,450.0,1080.0,650.0,250.0,1240.0,1500.0,1660.0,1040.0,580.0,1330.0,360.0,420.0,1410.0,420.0,3220.0,340.0,7620.0,2710.0,220.0,1590.0,1300.0,1590.0,2010.0,245.0,1360.0,280.0,1260.0,6010.0,1190.0,148.0,1960.0,1360.0,330.0,1550.0,90.0,33.0,340.0,16.0
"Gather, analyze, correlate, or evaluate information from a variety of resources, such as law enforcement databases.",gather analyze correlate or evaluate information from a variety of resources such as law enforcement databases,Examine records or other types of data to investigate criminal activities.,Investigate criminal or legal matters.,Getting Information,Intelligence Analysts,intelligence analysts,33-3021.06,Intelligence Analysts,33-3021,33-3021.06,Detectives and Criminal Investigators,Law Enforcement Workers,Protective Service Occupations,2026-05-31,0.0030529241359659,4.9535,False,2.9265446153846155,4.48,100.0,1.0026500905580913,0.4,E2,E2,93790.0,66290.0,114940.0,102340.0,54500.0,124840.0,105480.0,95240.0,122050.0,160760.0,77060.0,65430.0,113940.0,72520.0,91190.0,70340.0,79560.0,75740.0,71670.0,60450.0,88310.0,126730.0,110150.0,90650.0,80000.0,58640.0,75650.0,92410.0,100530.0,94470.0,89290.0,116300.0,86840.0,101240.0,63280.0,82290.0,79300.0,80430.0,107450.0,97580.0,88450.0,62760.0,77730.0,77090.0,90510.0,78920.0,106330.0,112760.0,115790.0,92410.0,91040.0,81880.0,93790.0,70760.0,93790.0,76524.0,2688.0,281.0,10533.0,1123.0,25298.0,3872.0,1886.0,281.0,5979.0,12920.0,10172.0,883.0,1264.0,6560.0,2568.0,823.0,2127.0,1444.0,3491.0,1103.0,2026.0,2608.0,4454.0,3952.0,1625.0,3210.0,1003.0,582.0,1184.0,582.0,6179.0,4053.0,19260.0,6741.0,843.0,4293.0,2448.0,1043.0,6761.0,722.0,2949.0,502.0,3732.0,37857.0,1103.0,381.0,6380.0,3712.0,441.0,3290.0,341.0,32.0,1244.0,16.0
"Gather, analyze, correlate, or evaluate information from a variety of resources, such as law enforcement databases.",gather analyze correlate or evaluate information from a variety of resources such as law enforcement databases,Use databases to locate investigation details or other information.,Gather information from physical or electronic sources.,Getting Information,Intelligence Analysts,intelligence analysts,33-3021.06,Intelligence Analysts,33-3021,33-3021.06,Detectives and Criminal Investigators,Law Enforcement Workers,Protective Service Occupations,2026-05-31,0.0030529241359659,4.9535,False,2.9265446153846155,4.48,100.0,1.0026500905580913,0.4,E2,E2,93790.0,66290.0,114940.0,102340.0,54500.0,124840.0,105480.0,95240.0,122050.0,160760.0,77060.0,65430.0,113940.0,72520.0,91190.0,70340.0,79560.0,75740.0,71670.0,60450.0,88310.0,126730.0,110150.0,90650.0,80000.0,58640.0,75650.0,92410.0,100530.0,94470.0,89290.0,116300.0,86840.0,101240.0,63280.0,82290.0,79300.0,80430.0,107450.0,97580.0,88450.0,62760.0,77730.0,77090.0,90510.0,78920.0,106330.0,112760.0,115790.0,92410.0,91040.0,81880.0,93790.0,70760.0,93790.0,76524.0,2688.0,281.0,10533.0,1123.0,25298.0,3872.0,1886.0,281.0,5979.0,12920.0,10172.0,883.0,1264.0,6560.0,2568.0,823.0,2127.0,1444.0,3491.0,1103.0,2026.0,2608.0,4454.0,3952.0,1625.0,3210.0,1003.0,582.0,1184.0,582.0,6179.0,4053.0,19260.0,6741.0,843.0,4293.0,2448.0,1043.0,6761.0,722.0,2949.0,502.0,3732.0,37857.0,1103.0,381.0,6380.0,3712.0,441.0,3290.0,341.0,32.0,1244.0,16.0
"Gather, analyze, or document user feedback to locate or resolve sources of problems.",gather analyze or document user feedback to locate or resolve sources of problems,Analyze data to identify or resolve operational problems.,Analyze data to improve operations.,Analyzing Data or Information,Web Administrators,web administrators,15-1199.03,Web Administrators,15-1299,15-1299.01,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.1130712642950345,4.925269802484219,False,1.039423076923077,3.85,100.0,0.422391861126921,0.5,E2,E2,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,187608.0,6800.0,1836.0,5510.000000000001,2896.0,207228.0,30509.0,8015.0,859.9999999999999,44471.0,13710.0,53339.0,5378.0,2689.0,28854.0,8636.0,9954.0,3465.0,1850.0,12979.0,899.9999999999999,49280.0,15953.0,19236.0,10807.0,3749.0,14340.0,1396.0,5895.0,6748.0,2508.0,31052.0,4266.0,11459.999999999998,39015.0,1887.0,6149.999999999999,8584.0,6334.0,14580.000000000002,2146.0,11118.0,240.0,28260.0,147425.0,17271.0,3413.0,43954.0,37128.0,8739.0,12100.0,440.0,724.0,2275.0,103.0
"Gather, analyze, or document user feedback to locate or resolve sources of problems.",gather analyze or document user feedback to locate or resolve sources of problems,Document operational activities.,Maintain operational records.,Documenting/Recording Information,Web Administrators,web administrators,15-1199.03,Web Administrators,15-1299,15-1299.01,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.1130712642950345,4.925269802484219,False,1.039423076923077,3.85,100.0,0.422391861126921,0.5,E2,E2,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,187608.0,6800.0,1836.0,5510.000000000001,2896.0,207228.0,30509.0,8015.0,859.9999999999999,44471.0,13710.0,53339.0,5378.0,2689.0,28854.0,8636.0,9954.0,3465.0,1850.0,12979.0,899.9999999999999,49280.0,15953.0,19236.0,10807.0,3749.0,14340.0,1396.0,5895.0,6748.0,2508.0,31052.0,4266.0,11459.999999999998,39015.0,1887.0,6149.999999999999,8584.0,6334.0,14580.000000000002,2146.0,11118.0,240.0,28260.0,147425.0,17271.0,3413.0,43954.0,37128.0,8739.0,12100.0,440.0,724.0,2275.0,103.0
"Gather and analyze research data, such as statutes, decisions, and legal articles, codes, and documents.",gather and analyze research data such as statutes decisions and legal articles codes and documents,Evaluate information related to legal matters in public or personal records.,Consult legal materials or public records.,Getting Information,Paralegals and Legal Assistants,paralegals and legal assistants,23-2011.00,Paralegals and Legal Assistants,23-2011,23-2011.00,Paralegals and Legal Assistants,Legal Support Workers,Legal Occupations,2026-05-31,0.0226142528590069,4.528824833702883,False,1.6298688461538462,3.89,84.65,0.5663389816171537,0.5,E2,E2,62890.0,47260.0,68700.0,61630.0,47420.0,77390.0,78190.0,63820.0,63110.0,89750.0,61000.0,62400.0,62840.0,49690.0,63670.0,57030.0,54550.0,55000.0,59830.0,60250.0,62420.0,65640.0,77640.0,62170.0,75570.0,46180.0,61410.0,57290.0,63250.0,64680.0,62040.0,71500.0,59840.0,68410.0,57500.0,59430.0,60420.0,53170.0,61490.0,63370.0,56250.0,53880.0,58320.0,58820.0,62310.0,63220.0,67160.0,63990.0,79400.0,59000.0,58500.0,49490.0,37920.0,38770.0,52140.0,392880.0,5700.0,570.0,7890.0,1610.0,47130.0,5620.0,5210.0,2480.0,6400.0,40950.0,14160.0,1170.0,2030.0,14130.0,5910.0,2980.0,2210.0,3540.0,4890.0,1210.0,6460.0,7800.0,7730.0,7400.0,2270.0,7130.0,1010.0,1630.0,3620.0,1430.0,12010.0,1740.0,34220.0,13650.0,730.0,9270.0,3110.0,4870.0,14670.0,2070.0,7420.0,600.0,6080.0,29540.0,3250.0,660.0,10250.0,9460.0,1660.0,4780.0,600.0,110.0,1110.0,90.0
"Gather and analyze research data, such as statutes, decisions, and legal articles, codes, and documents.",gather and analyze research data such as statutes decisions and legal articles codes and documents,Research relevant legal materials to aid decision making.,Consult legal materials or public records.,Getting Information,Paralegals and Legal Assistants,paralegals and legal assistants,23-2011.00,Paralegals and Legal Assistants,23-2011,23-2011.00,Paralegals and Legal Assistants,Legal Support Workers,Legal Occupations,2026-05-31,0.0226142528590069,4.528824833702883,False,1.6298688461538462,3.89,84.65,0.5663389816171537,0.5,E2,E2,62890.0,47260.0,68700.0,61630.0,47420.0,77390.0,78190.0,63820.0,63110.0,89750.0,61000.0,62400.0,62840.0,49690.0,63670.0,57030.0,54550.0,55000.0,59830.0,60250.0,62420.0,65640.0,77640.0,62170.0,75570.0,46180.0,61410.0,57290.0,63250.0,64680.0,62040.0,71500.0,59840.0,68410.0,57500.0,59430.0,60420.0,53170.0,61490.0,63370.0,56250.0,53880.0,58320.0,58820.0,62310.0,63220.0,67160.0,63990.0,79400.0,59000.0,58500.0,49490.0,37920.0,38770.0,52140.0,392880.0,5700.0,570.0,7890.0,1610.0,47130.0,5620.0,5210.0,2480.0,6400.0,40950.0,14160.0,1170.0,2030.0,14130.0,5910.0,2980.0,2210.0,3540.0,4890.0,1210.0,6460.0,7800.0,7730.0,7400.0,2270.0,7130.0,1010.0,1630.0,3620.0,1430.0,12010.0,1740.0,34220.0,13650.0,730.0,9270.0,3110.0,4870.0,14670.0,2070.0,7420.0,600.0,6080.0,29540.0,3250.0,660.0,10250.0,9460.0,1660.0,4780.0,600.0,110.0,1110.0,90.0
"Gather and compile data from hand count sheets, machine count tapes, or radar speed checks and code data for computer input.",gather and compile data from hand count sheets machine count tapes or radar speed checks and code data for computer input,Compile operational data.,"Compile records, documentation, or other data.",Processing Information,Traffic Technicians,traffic technicians,53-6041.00,Traffic Technicians,53-6041,53-6041.00,Traffic Technicians,Other Transportation Workers,Transportation and Material Moving Occupations,2026-05-31,0.0030529241359659,4.913191319131912,True,0.3509619230769231,3.95,60.3,0.1392803563102081,0.7,E2,E1,59090.0,52060.0,59090.0,59980.0,49550.0,79110.0,59090.0,50400.0,59090.0,59090.0,51220.0,48110.0,59090.0,57180.0,70970.0,71000.0,68100.0,47100.0,59090.0,42710.0,59090.0,60650.0,63780.0,37890.0,77810.0,59090.0,56720.0,59090.0,61380.0,53100.0,59090.0,64240.0,49280.0,71670.0,56800.0,59090.0,61460.0,60750.0,59090.0,65610.0,59090.0,57080.0,59090.0,44970.0,48770.0,61970.0,59090.0,62270.0,71960.0,53400.0,58940.0,50120.0,59090.0,59090.0,59090.0,7860.0,130.0,16.0,310.0,50.0,1250.0,144.0,85.0,24.0,35.0,710.0,220.0,32.0,70.0,40.0,120.0,30.0,160.0,100.0,130.0,32.0,140.0,90.0,100.0,60.0,58.0,220.0,26.0,40.0,190.0,34.0,110.0,80.0,950.0,110.0,22.0,210.0,90.0,99.0,60.0,25.0,150.0,23.0,460.0,650.0,30.0,15.0,90.0,70.0,70.0,40.0,30.0,3.0,47.0,2.0
"Gather and compile geographic data from sources such as censuses, field observations, satellite imagery, aerial photographs, and existing maps.",gather and compile geographic data from sources such as censuses field observations satellite imagery aerial photographs and existing maps,Compile geographic or related data.,"Compile records, documentation, or other data.",Processing Information,Geographers,geographers,19-3092.00,Geographers,19-3092,19-3092.00,Miscellaneous Social Scientists and Related Workers,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.989083190134438,False,0.9640538461538462,4.16,95.0,0.7964972130083694,1.015411584884651,E0,E2,102040.0,102040.0,102040.0,102040.0,102040.0,114460.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,92640.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,114920.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,79170.0,102040.0,102040.0,108020.0,112260.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,1400.0,19.0,3.0,29.0,12.0,80.0,90.0,15.0,4.0,6.0,89.0,44.0,6.0,8.0,40.0,29.0,14.0,13.0,18.0,17.0,6.0,210.0,33.0,39.0,26.0,10.0,40.0,5.0,9.0,14.0,6.0,38.0,8.0,87.0,44.0,4.0,50.0,15.0,18.0,54.0,4.0,21.0,4.0,29.0,180.0,16.0,3.0,130.0,40.0,6.0,26.0,3.0,1.0,8.0,0.0
"Gather and compile geographic data from sources such as censuses, field observations, satellite imagery, aerial photographs, and existing maps.",gather and compile geographic data from sources such as censuses field observations satellite imagery aerial photographs and existing maps,Collect geographical or geological field data.,Collect environmental or biological samples.,Handling and Moving Objects,Geographers,geographers,19-3092.00,Geographers,19-3092,19-3092.00,Miscellaneous Social Scientists and Related Workers,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.989083190134438,False,0.9640538461538462,4.16,95.0,0.7964972130083694,1.015411584884651,E0,E2,102040.0,102040.0,102040.0,102040.0,102040.0,114460.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,92640.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,114920.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,79170.0,102040.0,102040.0,108020.0,112260.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,1400.0,19.0,3.0,29.0,12.0,80.0,90.0,15.0,4.0,6.0,89.0,44.0,6.0,8.0,40.0,29.0,14.0,13.0,18.0,17.0,6.0,210.0,33.0,39.0,26.0,10.0,40.0,5.0,9.0,14.0,6.0,38.0,8.0,87.0,44.0,4.0,50.0,15.0,18.0,54.0,4.0,21.0,4.0,29.0,180.0,16.0,3.0,130.0,40.0,6.0,26.0,3.0,1.0,8.0,0.0
"Gather and maintain patient information and records, including social or medical history obtained from patients, relatives, or other professionals.",gather and maintain patient information and records including social or medical history obtained from patients relatives or other professionals,"Collect medical information from patients, family members, or other medical professionals.",Collect information about patients or clients.,Getting Information,Psychiatrists,psychiatrists,29-1066.00,Psychiatrists,29-1223,29-1223.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.407442521924627,False,3.677056923076924,4.52,99.82,0.923797555761755,0.3,E2,E2,281870.0,281870.0,342170.0,249720.0,124750.0,353500.0,266370.0,326670.0,279410.0,183080.0,316200.0,237480.0,289990.0,75470.0,258740.0,284110.0,295270.0,278100.0,237770.0,345040.0,300180.0,305320.0,281870.0,291850.0,336410.0,213680.0,312680.0,281870.0,135180.0,210030.0,246140.0,194070.0,227730.0,265890.0,168880.0,281870.0,244990.0,271640.0,314880.0,278970.0,287610.0,237250.0,226180.0,214880.0,228460.0,299670.0,302770.0,295010.0,304920.0,63320.0,331070.0,281870.0,281870.0,281870.0,281870.0,27980.0,378.0,50.0,380.0,150.0,5420.0,270.0,560.0,100.0,310.0,1930.0,470.0,170.0,110.0,870.0,410.0,170.0,60.0,160.0,90.0,80.0,460.0,1060.0,560.0,580.0,110.0,240.0,91.0,180.0,90.0,90.0,1290.0,156.0,4130.0,620.0,77.0,690.0,80.0,430.0,830.0,270.0,200.0,60.0,410.0,1690.0,260.0,80.0,370.0,360.0,90.0,550.0,50.0,12.0,168.0,6.0
"Gather and maintain patient information and records, including social or medical history obtained from patients, relatives, or other professionals.",gather and maintain patient information and records including social or medical history obtained from patients relatives or other professionals,Record patient medical histories.,Maintain health or medical records.,Documenting/Recording Information,Psychiatrists,psychiatrists,29-1066.00,Psychiatrists,29-1223,29-1223.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.407442521924627,False,3.677056923076924,4.52,99.82,0.923797555761755,0.3,E2,E2,281870.0,281870.0,342170.0,249720.0,124750.0,353500.0,266370.0,326670.0,279410.0,183080.0,316200.0,237480.0,289990.0,75470.0,258740.0,284110.0,295270.0,278100.0,237770.0,345040.0,300180.0,305320.0,281870.0,291850.0,336410.0,213680.0,312680.0,281870.0,135180.0,210030.0,246140.0,194070.0,227730.0,265890.0,168880.0,281870.0,244990.0,271640.0,314880.0,278970.0,287610.0,237250.0,226180.0,214880.0,228460.0,299670.0,302770.0,295010.0,304920.0,63320.0,331070.0,281870.0,281870.0,281870.0,281870.0,27980.0,378.0,50.0,380.0,150.0,5420.0,270.0,560.0,100.0,310.0,1930.0,470.0,170.0,110.0,870.0,410.0,170.0,60.0,160.0,90.0,80.0,460.0,1060.0,560.0,580.0,110.0,240.0,91.0,180.0,90.0,90.0,1290.0,156.0,4130.0,620.0,77.0,690.0,80.0,430.0,830.0,270.0,200.0,60.0,410.0,1690.0,260.0,80.0,370.0,360.0,90.0,550.0,50.0,12.0,168.0,6.0
Gather and organize information on problems or procedures.,gather and organize information on problems or procedures,Gather organizational performance information.,Gather data about operational or development activities.,Getting Information,Management Analysts,management analysts,13-1111.00,Management Analysts,13-1111,13-1111.00,Management Analysts,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0904570114360276,4.81426009914566,False,1.0056092307692306,4.48,100.0,1.22584608825906,1.509831224148221,E2,E2,101860.0,108040.0,100190.0,93310.0,72950.0,101460.0,104750.0,104960.0,99480.0,126140.0,88610.0,99600.0,101750.0,88710.0,104270.0,95560.0,85530.0,81210.0,95630.0,95540.0,75530.0,121680.0,134720.0,93640.0,100790.0,69390.0,97270.0,97470.0,75360.0,81600.0,104270.0,105820.0,93180.0,112250.0,98560.0,90220.0,94270.0,99420.0,101840.0,93830.0,99640.0,100660.0,83620.0,99260.0,101400.0,83530.0,107520.0,117580.0,109170.0,97470.0,98780.0,98540.0,78030.0,101860.0,78850.0,898280.0,4900.0,460.0,17190.0,6250.0,137280.0,14360.0,8000.0,4120.0,19000.0,71060.0,38390.0,2920.0,3700.0,45820.0,11770.0,4150.0,5280.0,4550.0,4760.0,2910.0,19170.0,30060.0,13010.0,20700.0,3160.0,10030.0,1590.0,2740.0,4550.0,2670.0,22080.0,3910.0,69150.0,22200.0,2464.0,25120.0,5760.0,10840.0,34420.0,4100.0,12340.0,2980.0,13700.0,50990.0,5670.0,730.0,59620.0,24760.0,1740.0,11670.0,390.0,220.0,3340.0,50.0
"Gather client information from sources such as case documentation, client observation, or interviews of client or family members.",gather client information from sources such as case documentation client observation or interviews of client or family members,Gather medical information from patient histories.,Collect information about patients or clients.,Getting Information,Art Therapists,art therapists,29-1125.01,Art Therapists,29-1129,29-1129.01,Therapists,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.559976798143852,False,1.1811,3.81,100.0,0.08989786034441,0.1,E2,E2,77930.0,68270.0,77930.0,63750.0,61920.0,81760.0,65080.0,47300.0,90120.0,127010.0,64600.0,59380.0,99560.0,77930.0,116200.0,61720.0,77930.0,76740.0,75060.0,64530.0,77930.0,49400.0,69050.0,57970.0,75360.0,44280.0,60990.0,77930.0,86900.0,38260.0,69040.0,100250.0,77930.0,77980.0,60400.0,77930.0,70700.0,60090.0,81860.0,62310.0,86400.0,90980.0,77930.0,56690.0,74750.0,61770.0,77930.0,70890.0,98550.0,67580.0,59420.0,77930.0,77930.0,77930.0,77930.0,10700.0,28.0,23.0,340.0,435.0,794.0,151.0,482.0,28.0,76.0,416.0,917.0,38.0,59.0,1002.0,331.0,107.0,161.0,180.0,652.0,43.0,1238.0,161.0,302.0,473.0,132.0,321.0,35.0,38.0,106.0,95.0,6702.0,60.0,1049.0,501.0,29.0,510.0,116.0,161.0,671.0,85.0,66.0,31.0,198.0,1248.0,66.0,21.0,397.0,243.0,48.0,265.0,19.0,5.0,64.0,2.0
"Gather client information from sources such as case documentation, client observation, or interviews of client or family members.",gather client information from sources such as case documentation client observation or interviews of client or family members,"Collect medical information from patients, family members, or other medical professionals.",Collect information about patients or clients.,Getting Information,Art Therapists,art therapists,29-1125.01,Art Therapists,29-1129,29-1129.01,Therapists,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.559976798143852,False,1.1811,3.81,100.0,0.08989786034441,0.1,E2,E2,77930.0,68270.0,77930.0,63750.0,61920.0,81760.0,65080.0,47300.0,90120.0,127010.0,64600.0,59380.0,99560.0,77930.0,116200.0,61720.0,77930.0,76740.0,75060.0,64530.0,77930.0,49400.0,69050.0,57970.0,75360.0,44280.0,60990.0,77930.0,86900.0,38260.0,69040.0,100250.0,77930.0,77980.0,60400.0,77930.0,70700.0,60090.0,81860.0,62310.0,86400.0,90980.0,77930.0,56690.0,74750.0,61770.0,77930.0,70890.0,98550.0,67580.0,59420.0,77930.0,77930.0,77930.0,77930.0,10700.0,28.0,23.0,340.0,435.0,794.0,151.0,482.0,28.0,76.0,416.0,917.0,38.0,59.0,1002.0,331.0,107.0,161.0,180.0,652.0,43.0,1238.0,161.0,302.0,473.0,132.0,321.0,35.0,38.0,106.0,95.0,6702.0,60.0,1049.0,501.0,29.0,510.0,116.0,161.0,671.0,85.0,66.0,31.0,198.0,1248.0,66.0,21.0,397.0,243.0,48.0,265.0,19.0,5.0,64.0,2.0
Gather cyber intelligence to identify vulnerabilities.,gather cyber intelligence to identify vulnerabilities,"Search files, databases or reference materials to obtain needed information.",Gather information from physical or electronic sources.,Getting Information,"Computer Occupations, All Other",computer occupations all other,15-1199.00,Penetration Testers,15-1299,15-1299.04,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0226142528590069,4.808274065912051,False,0.9605668055555556,3.943888888888889,77.10277777777777,0.2888856442078401,0.3619355489154665,E2,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,17371.0,630.0,170.0,5510.0,268.0,19188.0,2825.0,742.0,860.0,4118.0,13710.0,4939.0,498.0,249.0,2672.0,800.0,922.0,321.0,1850.0,1202.0,900.0,4563.0,1477.0,1781.0,1001.0,347.0,14340.0,129.0,546.0,625.0,232.0,2875.0,395.0,11460.0,3612.0,175.0,6150.0,795.0,587.0,14580.0,199.0,1029.0,240.0,2617.0,13650.0,1599.0,316.0,4070.0,3438.0,809.0,1120.0,41.0,67.0,211.0,10.0
"Gather data on competitors and analyze their prices, sales, and method of marketing and distribution.",gather data on competitors and analyze their prices sales and method of marketing and distribution,Gather organizational performance information.,Gather data about operational or development activities.,Getting Information,Market Research Analysts and Marketing Specialists,market research analysts and marketing specialists,13-1161.00,Market Research Analysts and Marketing Specialists,13-1161,13-1161.00,Market Research Analysts and Marketing Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0452285057180138,4.840181726400808,False,0.33279,3.95,100.0,0.1258925530694205,0.5,E2,E2,78760.0,59530.0,66710.0,71940.0,65430.0,94700.0,93050.0,77740.0,101270.0,98090.0,75450.0,75850.0,59390.0,60970.0,79120.0,63700.0,66390.0,70430.0,61480.0,59690.0,71980.0,76370.0,101810.0,66780.0,87510.0,56640.0,70140.0,68080.0,60000.0,71840.0,64570.0,88190.0,61950.0,98580.0,78410.0,61580.0,72790.0,61940.0,79150.0,68760.0,86240.0,69440.0,63490.0,69790.0,72520.0,62630.0,74880.0,76980.0,95120.0,52340.0,64800.0,60990.0,42240.0,39330.0,59990.0,449790.0,7277.0,494.0,13748.0,5421.0,103277.0,24182.0,8613.0,3570.0,5499.0,60769.99999999999,27810.0,1396.0,3279.0,35180.0,14400.000000000002,7702.0,8090.0,5456.0,4649.0,2073.0,11770.0,34443.0,21008.0,18457.0,2272.0,12915.0,1266.0,3279.0,5013.0,3643.0,19941.0,1396.0,69823.0,30700.0,1344.0,23740.0,5742.0,9810.0,31040.000000000004,2784.0,10339.0,1327.0,11310.0,54947.0,14509.999999999998,860.0,22213.0,21216.0,1431.0,13531.0,737.0,69.0,2099.0,78.0
"Gather data on competitors and analyze their prices, sales, and method of marketing and distribution.",gather data on competitors and analyze their prices sales and method of marketing and distribution,Analyze market conditions or trends.,Analyze market or industry conditions.,Analyzing Data or Information,Market Research Analysts and Marketing Specialists,market research analysts and marketing specialists,13-1161.00,Market Research Analysts and Marketing Specialists,13-1161,13-1161.00,Market Research Analysts and Marketing Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0452285057180138,4.840181726400808,False,0.33279,3.95,100.0,0.1258925530694205,0.5,E2,E2,78760.0,59530.0,66710.0,71940.0,65430.0,94700.0,93050.0,77740.0,101270.0,98090.0,75450.0,75850.0,59390.0,60970.0,79120.0,63700.0,66390.0,70430.0,61480.0,59690.0,71980.0,76370.0,101810.0,66780.0,87510.0,56640.0,70140.0,68080.0,60000.0,71840.0,64570.0,88190.0,61950.0,98580.0,78410.0,61580.0,72790.0,61940.0,79150.0,68760.0,86240.0,69440.0,63490.0,69790.0,72520.0,62630.0,74880.0,76980.0,95120.0,52340.0,64800.0,60990.0,42240.0,39330.0,59990.0,449790.0,7277.0,494.0,13748.0,5421.0,103277.0,24182.0,8613.0,3570.0,5499.0,60769.99999999999,27810.0,1396.0,3279.0,35180.0,14400.000000000002,7702.0,8090.0,5456.0,4649.0,2073.0,11770.0,34443.0,21008.0,18457.0,2272.0,12915.0,1266.0,3279.0,5013.0,3643.0,19941.0,1396.0,69823.0,30700.0,1344.0,23740.0,5742.0,9810.0,31040.000000000004,2784.0,10339.0,1327.0,11310.0,54947.0,14509.999999999998,860.0,22213.0,21216.0,1431.0,13531.0,737.0,69.0,2099.0,78.0
"Gather data pertaining to customer needs, and use the information to identify, predict, interpret, and evaluate system and network requirements.",gather data pertaining to customer needs and use the information to identify predict interpret and evaluate system and network requirements,Collect data about customer needs.,Collect data about consumer needs or opinions.,Getting Information,Network and Computer Systems Administrators,network and computer systems administrators,15-1142.00,Network and Computer Systems Administrators,15-1244,15-1244.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.961697409535328,False,0.243355,3.17,87.78,0.113866625967136,0.7,E2,E2,99130.0,81400.0,97500.0,90280.0,81590.0,106440.0,103370.0,105880.0,94200.0,110970.0,95200.0,97170.0,101450.0,91880.0,100080.0,84550.0,84500.0,83340.0,87020.0,90160.0,83890.0,118290.0,110980.0,92750.0,101870.0,79990.0,80870.0,80950.0,84700.0,103440.0,100230.0,116420.0,90790.0,105810.0,95230.0,86450.0,97570.0,83990.0,102000.0,86140.0,103100.0,92520.0,75010.0,88100.0,101240.0,95820.0,86020.0,109610.0,103910.0,74490.0,83650.0,75220.0,59820.0,54200.0,99130.0,314340.0,5040.0,920.0,5810.0,1750.0,26170.0,8360.0,2170.0,850.0,1320.0,26890.0,9190.0,1490.0,1010.0,9820.0,4310.0,3110.0,4100.0,2800.0,1789.9999999999998,920.0,9230.0,8270.0,6899.999999999999,4550.0,1380.0,5810.0,850.0,1560.0,1980.0,1660.0,9280.0,1220.0,18220.0,13850.000000000002,930.0,15130.0,2580.0,4880.0,7750.0,1060.0,3579.9999999999995,1690.0,5070.0,34840.0,2050.0,560.0,12430.0,8600.0,1510.0,8470.0,610.0,90.0,890.0000000000001,64.0
"Gather data pertaining to customer needs, and use the information to identify, predict, interpret, and evaluate system and network requirements.",gather data pertaining to customer needs and use the information to identify predict interpret and evaluate system and network requirements,Analyze project data to determine specifications or requirements.,"Evaluate designs, specifications, or other technical data.",Analyzing Data or Information,Network and Computer Systems Administrators,network and computer systems administrators,15-1142.00,Network and Computer Systems Administrators,15-1244,15-1244.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.961697409535328,False,0.243355,3.17,87.78,0.113866625967136,0.7,E2,E2,99130.0,81400.0,97500.0,90280.0,81590.0,106440.0,103370.0,105880.0,94200.0,110970.0,95200.0,97170.0,101450.0,91880.0,100080.0,84550.0,84500.0,83340.0,87020.0,90160.0,83890.0,118290.0,110980.0,92750.0,101870.0,79990.0,80870.0,80950.0,84700.0,103440.0,100230.0,116420.0,90790.0,105810.0,95230.0,86450.0,97570.0,83990.0,102000.0,86140.0,103100.0,92520.0,75010.0,88100.0,101240.0,95820.0,86020.0,109610.0,103910.0,74490.0,83650.0,75220.0,59820.0,54200.0,99130.0,314340.0,5040.0,920.0,5810.0,1750.0,26170.0,8360.0,2170.0,850.0,1320.0,26890.0,9190.0,1490.0,1010.0,9820.0,4310.0,3110.0,4100.0,2800.0,1789.9999999999998,920.0,9230.0,8270.0,6899.999999999999,4550.0,1380.0,5810.0,850.0,1560.0,1980.0,1660.0,9280.0,1220.0,18220.0,13850.000000000002,930.0,15130.0,2580.0,4880.0,7750.0,1060.0,3579.9999999999995,1690.0,5070.0,34840.0,2050.0,560.0,12430.0,8600.0,1510.0,8470.0,610.0,90.0,890.0000000000001,64.0
"Gather data pertaining to customer needs, and use the information to identify, predict, interpret, and evaluate system and network requirements.",gather data pertaining to customer needs and use the information to identify predict interpret and evaluate system and network requirements,Identify information technology project resource requirements.,Determine resource needs of projects or operations.,Making Decisions and Solving Problems,Network and Computer Systems Administrators,network and computer systems administrators,15-1142.00,Network and Computer Systems Administrators,15-1244,15-1244.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.961697409535328,False,0.243355,3.17,87.78,0.113866625967136,0.7,E2,E2,99130.0,81400.0,97500.0,90280.0,81590.0,106440.0,103370.0,105880.0,94200.0,110970.0,95200.0,97170.0,101450.0,91880.0,100080.0,84550.0,84500.0,83340.0,87020.0,90160.0,83890.0,118290.0,110980.0,92750.0,101870.0,79990.0,80870.0,80950.0,84700.0,103440.0,100230.0,116420.0,90790.0,105810.0,95230.0,86450.0,97570.0,83990.0,102000.0,86140.0,103100.0,92520.0,75010.0,88100.0,101240.0,95820.0,86020.0,109610.0,103910.0,74490.0,83650.0,75220.0,59820.0,54200.0,99130.0,314340.0,5040.0,920.0,5810.0,1750.0,26170.0,8360.0,2170.0,850.0,1320.0,26890.0,9190.0,1490.0,1010.0,9820.0,4310.0,3110.0,4100.0,2800.0,1789.9999999999998,920.0,9230.0,8270.0,6899.999999999999,4550.0,1380.0,5810.0,850.0,1560.0,1980.0,1660.0,9280.0,1220.0,18220.0,13850.000000000002,930.0,15130.0,2580.0,4880.0,7750.0,1060.0,3579.9999999999995,1690.0,5070.0,34840.0,2050.0,560.0,12430.0,8600.0,1510.0,8470.0,610.0,90.0,890.0000000000001,64.0
"Gather diagnostic data from sources such as case documentation, observations of clients, or interviews with clients or family members.",gather diagnostic data from sources such as case documentation observations of clients or interviews with clients or family members,Gather medical information from patient histories.,Collect information about patients or clients.,Getting Information,Music Therapists,music therapists,29-1125.02,Music Therapists,29-1129,29-1129.02,Therapists,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.790790162218733,False,1.6631846153846157,4.35,100.0,0.1322894250084907,0.1,E2,E2,77930.0,68270.0,77930.0,63750.0,61920.0,81760.0,65080.0,47300.0,90120.0,127010.0,64600.0,59380.0,99560.0,77930.0,116200.0,61720.0,77930.0,76740.0,75060.0,64530.0,77930.0,49400.0,69050.0,57970.0,75360.0,44280.0,60990.0,77930.0,86900.0,38260.0,69040.0,100250.0,77930.0,77980.0,60400.0,77930.0,70700.0,60090.0,81860.0,62310.0,86400.0,90980.0,77930.0,56690.0,74750.0,61770.0,77930.0,70890.0,98550.0,67580.0,59420.0,77930.0,77930.0,77930.0,77930.0,11940.0,32.0,25.0,380.0,485.0,886.0,169.0,538.0,32.0,84.0,464.0,1023.0,42.0,65.0,1118.0,369.0,119.0,179.0,200.0,728.0,49.0,1382.0,179.0,338.0,527.0,148.0,359.0,39.0,42.0,118.0,105.0,7478.0,66.0,1171.0,559.0,33.0,570.0,130.0,179.0,749.0,95.0,74.0,35.0,222.0,1392.0,74.0,23.0,443.0,271.0,54.0,295.0,21.0,5.0,72.0,2.0
"Gather diagnostic data from sources such as case documentation, observations of clients, or interviews with clients or family members.",gather diagnostic data from sources such as case documentation observations of clients or interviews with clients or family members,"Collect medical information from patients, family members, or other medical professionals.",Collect information about patients or clients.,Getting Information,Music Therapists,music therapists,29-1125.02,Music Therapists,29-1129,29-1129.02,Therapists,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.790790162218733,False,1.6631846153846157,4.35,100.0,0.1322894250084907,0.1,E2,E2,77930.0,68270.0,77930.0,63750.0,61920.0,81760.0,65080.0,47300.0,90120.0,127010.0,64600.0,59380.0,99560.0,77930.0,116200.0,61720.0,77930.0,76740.0,75060.0,64530.0,77930.0,49400.0,69050.0,57970.0,75360.0,44280.0,60990.0,77930.0,86900.0,38260.0,69040.0,100250.0,77930.0,77980.0,60400.0,77930.0,70700.0,60090.0,81860.0,62310.0,86400.0,90980.0,77930.0,56690.0,74750.0,61770.0,77930.0,70890.0,98550.0,67580.0,59420.0,77930.0,77930.0,77930.0,77930.0,11940.0,32.0,25.0,380.0,485.0,886.0,169.0,538.0,32.0,84.0,464.0,1023.0,42.0,65.0,1118.0,369.0,119.0,179.0,200.0,728.0,49.0,1382.0,179.0,338.0,527.0,148.0,359.0,39.0,42.0,118.0,105.0,7478.0,66.0,1171.0,559.0,33.0,570.0,130.0,179.0,749.0,95.0,74.0,35.0,222.0,1392.0,74.0,23.0,443.0,271.0,54.0,295.0,21.0,5.0,72.0,2.0
Gather financial documents related to investigations.,gather financial documents related to investigations,Gather financial records.,Gather information from physical or electronic sources.,Getting Information,"Fraud Examiners, Investigators and Analysts",fraud examiners investigators and analysts,13-2099.04,"Fraud Examiners, Investigators and Analysts",13-2099,13-2099.04,Miscellaneous Financial Specialists,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.896588111150193,False,1.7070184615384616,4.83,96.0,1.0733597327152011,0.7999999999999999,E2,E2,81100.0,87110.0,77070.0,81180.0,60600.0,80810.0,87430.0,81100.0,80610.0,125110.0,61660.0,77540.0,77190.0,79440.0,81180.0,92410.0,79390.0,51160.0,65690.0,59860.0,109060.0,101400.0,99970.0,75040.0,83280.0,73920.0,75800.0,76350.0,66290.0,61930.0,83590.0,98630.0,80610.0,107490.0,80900.0,78260.0,90060.0,76980.0,83080.0,78610.0,78990.0,76400.0,86260.0,69240.0,71650.0,76530.0,75270.0,92930.0,80930.0,86200.0,64420.0,75810.0,81100.0,39270.0,81100.0,35460.0,284.0,70.0,488.0,199.0,7670.0,4030.0,384.0,714.0,1320.0,3736.0,2185.0,451.0,113.0,3140.0,1036.0,655.0,612.0,370.0,1605.0,671.0,2034.0,824.0,1406.0,440.0,215.0,1455.0,145.0,258.0,655.0,225.0,2957.0,386.0,5233.0,2249.0,81.0,2238.0,920.0,900.0,4030.0,274.0,499.0,48.0,1299.0,7273.0,1675.0,230.0,2721.0,1562.0,920.0,870.0,54.0,15.0,360.0,8.0
"Gather information and develop perspectives about news subjects through research, interviews, observation, and experience.",gather information and develop perspectives about news subjects through research interviews observation and experience,Gather information for news stories.,Gather information for news stories.,Getting Information,Broadcast News Analysts,broadcast news analysts,27-3021.00,"News Analysts, Reporters, and Journalists",27-3023,27-3023.00,"News Analysts, Reporters and Journalists",Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.9412,False,3.440673461538461,4.51,93.76,1.4782225278277472,0.5551305291525075,E2,E2,62200.0,43440.0,43820.0,43100.0,37450.0,62200.0,60770.0,61620.0,55600.0,105390.0,58730.0,81910.0,56730.0,51190.0,60590.0,47610.0,43540.0,45870.0,47530.0,50750.0,50090.0,63680.0,62200.0,62760.0,46490.0,45240.0,46920.0,47960.0,40420.0,78550.0,48450.0,59830.0,54610.0,100770.0,58670.0,43420.0,47880.0,48210.0,49200.0,62200.0,74570.0,47940.0,43520.0,62390.0,48470.0,61880.0,46970.0,62140.0,54760.0,35280.0,57530.0,36040.0,62200.0,44870.0,62200.0,39250.0,530.0,90.0,450.0,260.0,4140.0,590.0,470.0,70.0,1720.0,2490.0,1520.0,120.0,220.0,1060.0,530.0,590.0,400.0,370.0,410.0,250.00000000000003,580.0,810.0,960.0,510.0,310.0,480.0,290.0,350.0,370.0,90.0,500.00000000000006,170.0,5750.0,930.0,160.0,1340.0,400.0,410.0,1160.0,150.0,480.0,190.0,600.0,2670.0,240.0,90.0,1110.0,880.0,190.0,740.0,80.0,17.0,220.0,8.0
Gather information from prospective customers to identify their solar energy needs.,gather information from prospective customers to identify their solar energy needs,Gather customer or product information to determine customer needs.,Collect data about consumer needs or opinions.,Getting Information,Solar Sales Representatives and Assessors,solar sales representatives and assessors,41-4011.07,Solar Sales Representatives and Assessors,41-4011,41-4011.07,"Sales Representatives, Wholesale and Manufacturing","Sales Representatives, Wholesale and Manufacturing",Sales and Related Occupations,2026-05-31,0.0030529241359659,4.307606513495427,False,2.0219415384615385,4.54,96.83,0.3004074591367376,0.2,E0,E2,104920.0,87140.0,77080.0,100620.0,71830.0,124220.0,135000.0,98000.0,107830.0,92940.0,107700.0,128850.0,126110.0,101390.0,107570.0,102910.0,103380.0,130850.0,97640.0,124200.0,101850.0,95040.0,118980.0,125650.0,103000.0,74990.0,94840.0,83610.0,84400.0,98500.0,97960.0,131360.0,87310.0,129410.0,125370.0,102720.0,108370.0,72480.0,113830.0,103790.0,117670.0,111190.0,104920.0,94450.0,99080.0,104920.0,95900.0,128270.0,127390.0,97230.0,78480.0,100850.0,104920.0,62160.0,104920.0,55905.0,1091.0,173.0,3478.0,597.0,10832.0,1629.0,1170.0,377.0,236.0,7789.0,2238.0,212.0,738.0,2886.0,1716.0,1013.0,958.0,1637.0,919.0,229.0,2485.0,4574.0,3588.0,1947.0,318.0,1986.0,271.0,667.0,738.0,1044.0,2198.0,385.0,4122.0,4707.0,200.0,3875.0,1559.0,1193.0,2823.0,208.0,1476.0,679.0,3255.0,17431.0,1543.0,161.0,2379.0,3910.0,298.0,1331.0,110.0,24.0,424.0,11.0
Gather information on patients' illnesses and medical history to guide the choice of diagnostic procedures for therapy.,gather information on patients illnesses and medical history to guide the choice of diagnostic procedures for therapy,Gather medical information from patient histories.,Collect information about patients or clients.,Getting Information,Nuclear Medicine Technologists,nuclear medicine technologists,29-2033.00,Nuclear Medicine Technologists,29-2033,29-2033.00,Diagnostic Related Technologists and Technicians,Health Technologists and Technicians,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.483915921495761,False,4.09990076923077,4.59,84.46,0.2966018460620285,0.1,E2,E2,101370.0,82630.0,101370.0,100130.0,83670.0,162380.0,116990.0,117150.0,100470.0,116630.0,97310.0,100880.0,125650.0,104630.0,104950.0,103230.0,92890.0,64610.0,95470.0,87670.0,99500.0,104150.0,118250.0,95400.0,107380.0,83340.0,98010.0,100490.0,104320.0,109150.0,107890.0,124280.0,98400.0,118650.0,85240.0,102640.0,97570.0,90640.0,122100.0,94570.0,104000.0,90230.0,82010.0,84470.0,101170.0,111770.0,101370.0,101820.0,126200.0,76460.0,98450.0,81900.0,101370.0,52930.0,101370.0,17080.0,320.0,36.0,430.0,190.0,1500.0,200.0,170.0,70.0,30.0,1740.0,540.0,30.0,80.0,620.0,280.0,150.0,380.0,270.0,170.0,70.0,330.0,380.0,640.0,200.0,160.0,360.0,50.0,120.0,120.0,60.0,540.0,70.0,890.0,600.0,50.0,670.0,200.0,180.0,740.0,110.0,280.0,140.0,390.0,1060.0,120.0,33.0,430.0,320.0,150.0,390.0,40.0,7.0,240.0,4.0
"Gather intelligence information by field observation, confidential information sources, or public records.",gather intelligence information by field observation confidential information sources or public records,Examine records or other types of data to investigate criminal activities.,Investigate criminal or legal matters.,Getting Information,Intelligence Analysts,intelligence analysts,33-3021.06,Intelligence Analysts,33-3021,33-3021.06,Detectives and Criminal Investigators,Law Enforcement Workers,Protective Service Occupations,2026-05-31,0.0030529241359659,4.919999999999999,False,1.8859,4.43,91.3,0.1458874833481513,0.1,E0,E2,93790.0,66290.0,114940.0,102340.0,54500.0,124840.0,105480.0,95240.0,122050.0,160760.0,77060.0,65430.0,113940.0,72520.0,91190.0,70340.0,79560.0,75740.0,71670.0,60450.0,88310.0,126730.0,110150.0,90650.0,80000.0,58640.0,75650.0,92410.0,100530.0,94470.0,89290.0,116300.0,86840.0,101240.0,63280.0,82290.0,79300.0,80430.0,107450.0,97580.0,88450.0,62760.0,77730.0,77090.0,90510.0,78920.0,106330.0,112760.0,115790.0,92410.0,91040.0,81880.0,93790.0,70760.0,93790.0,76524.0,2688.0,281.0,10533.0,1123.0,25298.0,3872.0,1886.0,281.0,5979.0,12920.0,10172.0,883.0,1264.0,6560.0,2568.0,823.0,2127.0,1444.0,3491.0,1103.0,2026.0,2608.0,4454.0,3952.0,1625.0,3210.0,1003.0,582.0,1184.0,582.0,6179.0,4053.0,19260.0,6741.0,843.0,4293.0,2448.0,1043.0,6761.0,722.0,2949.0,502.0,3732.0,37857.0,1103.0,381.0,6380.0,3712.0,441.0,3290.0,341.0,32.0,1244.0,16.0
"Gather intelligence information by field observation, confidential information sources, or public records.",gather intelligence information by field observation confidential information sources or public records,Observe individuals' activities to gather information or compile evidence.,"Investigate individuals' background, behavior, or activities.",Getting Information,Intelligence Analysts,intelligence analysts,33-3021.06,Intelligence Analysts,33-3021,33-3021.06,Detectives and Criminal Investigators,Law Enforcement Workers,Protective Service Occupations,2026-05-31,0.0030529241359659,4.919999999999999,False,1.8859,4.43,91.3,0.1458874833481513,0.1,E0,E2,93790.0,66290.0,114940.0,102340.0,54500.0,124840.0,105480.0,95240.0,122050.0,160760.0,77060.0,65430.0,113940.0,72520.0,91190.0,70340.0,79560.0,75740.0,71670.0,60450.0,88310.0,126730.0,110150.0,90650.0,80000.0,58640.0,75650.0,92410.0,100530.0,94470.0,89290.0,116300.0,86840.0,101240.0,63280.0,82290.0,79300.0,80430.0,107450.0,97580.0,88450.0,62760.0,77730.0,77090.0,90510.0,78920.0,106330.0,112760.0,115790.0,92410.0,91040.0,81880.0,93790.0,70760.0,93790.0,76524.0,2688.0,281.0,10533.0,1123.0,25298.0,3872.0,1886.0,281.0,5979.0,12920.0,10172.0,883.0,1264.0,6560.0,2568.0,823.0,2127.0,1444.0,3491.0,1103.0,2026.0,2608.0,4454.0,3952.0,1625.0,3210.0,1003.0,582.0,1184.0,582.0,6179.0,4053.0,19260.0,6741.0,843.0,4293.0,2448.0,1043.0,6761.0,722.0,2949.0,502.0,3732.0,37857.0,1103.0,381.0,6380.0,3712.0,441.0,3290.0,341.0,32.0,1244.0,16.0
"Gather records pertinent to specific problems, review them for completeness and accuracy, and attach records to correspondence as necessary.",gather records pertinent to specific problems review them for completeness and accuracy and attach records to correspondence as necessary,Check data for recording errors.,Evaluate the quality or accuracy of data.,Processing Information,Correspondence Clerks,correspondence clerks,43-4021.00,Correspondence Clerks,43-4021,43-4021.00,Correspondence Clerks,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.96356783919598,True,1.8044303846153849,3.97,84.35,1.068292179974989,0.7999999999999999,E1,E1,46800.0,46800.0,46800.0,39900.0,46800.0,53640.0,45510.0,61310.0,46800.0,46800.0,46800.0,46800.0,46800.0,51010.0,46280.0,49710.0,46800.0,46800.0,46800.0,36790.0,49180.0,46800.0,46800.0,40780.0,46800.0,46800.0,43400.0,46800.0,49800.0,47820.0,49730.0,48510.0,46800.0,49360.0,42340.0,46800.0,49700.0,46800.0,61160.0,40270.0,46800.0,41710.0,46800.0,42390.0,48860.0,47450.0,46800.0,48310.0,46800.0,46800.0,47400.0,46800.0,46800.0,46800.0,46800.0,4290.0,58.0,9.0,110.0,36.0,240.0,50.0,70.0,13.0,19.0,350.0,150.0,17.0,40.0,50.0,70.0,43.0,39.0,55.0,60.0,40.0,76.0,100.0,40.0,81.0,32.0,70.0,14.0,60.0,130.0,120.0,40.0,24.0,540.0,50.0,12.0,40.0,47.0,110.0,140.0,14.0,130.0,13.0,100.0,830.0,140.0,8.0,113.0,97.0,19.0,81.0,8.0,2.0,26.0,1.0
"Gather records pertinent to specific problems, review them for completeness and accuracy, and attach records to correspondence as necessary.",gather records pertinent to specific problems review them for completeness and accuracy and attach records to correspondence as necessary,Compile data or documentation.,"Compile records, documentation, or other data.",Processing Information,Correspondence Clerks,correspondence clerks,43-4021.00,Correspondence Clerks,43-4021,43-4021.00,Correspondence Clerks,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.96356783919598,True,1.8044303846153849,3.97,84.35,1.068292179974989,0.7999999999999999,E1,E1,46800.0,46800.0,46800.0,39900.0,46800.0,53640.0,45510.0,61310.0,46800.0,46800.0,46800.0,46800.0,46800.0,51010.0,46280.0,49710.0,46800.0,46800.0,46800.0,36790.0,49180.0,46800.0,46800.0,40780.0,46800.0,46800.0,43400.0,46800.0,49800.0,47820.0,49730.0,48510.0,46800.0,49360.0,42340.0,46800.0,49700.0,46800.0,61160.0,40270.0,46800.0,41710.0,46800.0,42390.0,48860.0,47450.0,46800.0,48310.0,46800.0,46800.0,47400.0,46800.0,46800.0,46800.0,46800.0,4290.0,58.0,9.0,110.0,36.0,240.0,50.0,70.0,13.0,19.0,350.0,150.0,17.0,40.0,50.0,70.0,43.0,39.0,55.0,60.0,40.0,76.0,100.0,40.0,81.0,32.0,70.0,14.0,60.0,130.0,120.0,40.0,24.0,540.0,50.0,12.0,40.0,47.0,110.0,140.0,14.0,130.0,13.0,100.0,830.0,140.0,8.0,113.0,97.0,19.0,81.0,8.0,2.0,26.0,1.0
"Gather, register, and arrange the material to be typed, following instructions.",gather register and arrange the material to be typed following instructions,Compile data or documentation.,"Compile records, documentation, or other data.",Processing Information,Word Processors and Typists,word processors and typists,43-9022.00,Word Processors and Typists,43-9022,43-9022.00,Data Entry and Information Processing Workers,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.9445,True,1.703028076923077,4.01,82.98,0.5026733248523911,0.4,E2,E1,49280.0,46860.0,49280.0,42070.0,43010.0,56380.0,57550.0,49250.0,45480.0,49180.0,35770.0,31450.0,40060.0,49930.0,45490.0,39520.0,43210.0,49280.0,49280.0,49280.0,49280.0,47110.0,53740.0,47970.0,51550.0,49280.0,37440.0,49280.0,47080.0,41290.0,49280.0,49520.0,46400.0,48400.0,49280.0,49280.0,48670.0,43710.0,52420.0,41000.0,47040.0,42840.0,49280.0,49750.0,47720.0,49280.0,49280.0,46130.0,46110.0,36060.0,48540.0,49280.0,49280.0,32270.0,49280.0,35010.0,70.0,73.0,725.0,40.0,10270.0,59.99999999999999,170.0,50.0,120.0,1000.0,1094.0,270.0,59.99999999999999,490.0,120.0,360.0,322.0,160.0,433.0,143.0,210.0,350.0,520.0,210.0,260.0,260.0,114.0,80.0,170.0,153.0,3560.0000000000005,59.99999999999999,12340.0,1105.0,96.0,310.0,40.0,40.0,1170.0,120.0,30.0,102.0,90.0,290.0,388.0,68.0,290.0,140.0,80.0,180.0,62.99999999999999,14.999999999999998,1700.0,7.0
"Generate data queries, based on validation checks or errors and omissions identified during data entry, to resolve identified problems.",generate data queries based on validation checks or errors and omissions identified during data entry to resolve identified problems,Analyze data to identify or resolve operational problems.,Analyze data to improve operations.,Analyzing Data or Information,Clinical Data Managers,clinical data managers,15-2041.02,Clinical Data Managers,15-2051,15-2051.02,Data Scientists,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0565356321475172,4.800604838709678,False,1.4892646153846154,4.32,95.0,0.7987953753578809,0.6598670056728846,E1,E2,120230.0,103120.0,84110.0,107240.0,109390.0,141590.0,117400.0,126340.0,120230.0,126490.0,115820.0,104340.0,102130.0,89380.0,106560.0,91470.0,95830.0,98130.0,91760.0,78760.0,90880.0,136370.0,131750.0,100590.0,128800.0,69490.0,97090.0,100490.0,98230.0,98540.0,100620.0,135280.0,95850.0,130460.0,119090.0,81900.0,102630.0,86310.0,125990.0,106850.0,102440.0,91990.0,96150.0,100330.0,122090.0,108090.0,127070.0,126430.0,163350.0,85090.0,106680.0,120230.0,120230.0,80350.0,120230.0,117012.0,2327.0,308.0,6099.0,709.0,52581.0,8400.0,2354.0,1030.0,3585.0,13697.0,12386.0,401.0,1806.0,14071.0,4789.0,3076.0,655.0,2060.0,1739.0,1618.0,4468.0,12600.0,9845.0,5377.0,589.0,6327.0,294.0,2648.0,2247.0,1471.0,8601.0,749.0,32062.0,15289.0,281.0,8159.0,2541.0,2862.0,18472.0,1552.0,3750.000000000001,294.0,3732.0,34590.0,5832.0,200.00000000000003,11931.0,12841.0,522.0,5845.0,210.0,49.0,100.0,24.0
"Generate standard or custom reports summarizing business, financial, or economic data for review by executives, managers, clients, and other stakeholders.",generate standard or custom reports summarizing business financial or economic data for review by executives managers clients and other stakeholders,Prepare analytical reports.,Present research or technical information.,Documenting/Recording Information,Business Intelligence Analysts,business intelligence analysts,15-1199.08,Business Intelligence Analysts,15-2051,15-2051.01,Data Scientists,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.3731351721736141,4.94299168419998,False,2.185970769230769,4.64,100.0,0.8986676732289129,0.5,E1,E2,120230.0,103120.0,84110.0,107240.0,109390.0,141590.0,117400.0,126340.0,120230.0,126490.0,115820.0,104340.0,102130.0,89380.0,106560.0,91470.0,95830.0,98130.0,91760.0,78760.0,90880.0,136370.0,131750.0,100590.0,128800.0,69490.0,97090.0,100490.0,98230.0,98540.0,100620.0,135280.0,95850.0,130460.0,119090.0,81900.0,102630.0,86310.0,125990.0,106850.0,102440.0,91990.0,96150.0,100330.0,122090.0,108090.0,127070.0,126430.0,163350.0,85090.0,106680.0,120230.0,120230.0,80350.0,120230.0,137672.0,2738.0,362.0,7176.0,834.0,61864.0,9883.0,2770.0,1212.0,4218.0,16115.0,14573.0,472.0,2125.0,16556.0,5634.0,3620.0,771.0,2424.0,2046.0,1904.0,5256.0,14825.0,11583.0,6327.0,692.0,7444.0,346.0,3116.0,2644.0,1731.0,10119.0,881.0,37723.0,17988.0,330.0,9600.0,2990.0,3368.0,21734.0,1826.0,3750.000000000001,346.0,4391.0,40697.0,6862.0,200.00000000000003,14038.0,15108.0,614.0,6877.0,247.0,58.0,100.0,28.0
"Grade, classify, or sort products according to sizes, weights, colors, or other specifications.",grade classify or sort products according to sizes weights colors or other specifications,Evaluate quality of materials or products.,Evaluate production inputs or outputs.,"Judging the Qualities of Objects, Services, or People","Inspectors, Testers, Sorters, Samplers, and Weighers",inspectors testers sorters samplers and weighers,51-9061.00,"Inspectors, Testers, Sorters, Samplers, and Weighers",51-9061,51-9061.00,"Inspectors, Testers, Sorters, Samplers, and Weighers",Other Production Occupations,Production Occupations,2026-05-31,0.0904570114360276,4.979079079079079,True,2.660053461538461,3.72,44.67,0.151068866059376,0.1,E0,E2,48570.0,40010.0,78150.0,52100.0,44570.0,54300.0,58350.0,57090.0,57190.0,59730.0,47540.0,46130.0,59740.0,45130.0,47920.0,47900.0,50740.0,53680.0,46280.0,49490.0,53570.0,61790.0,52270.0,44490.0,57170.0,40670.0,54420.0,58070.0,51270.0,49280.0,54800.0,49140.0,49500.0,49990.0,46430.0,50820.0,47360.0,49630.0,54120.0,48320.0,54940.0,46890.0,47240.0,45760.0,46210.0,48910.0,46210.0,49590.0,64420.0,47010.0,49610.0,57900.0,44160.0,29870.0,47240.0,597370.0,13120.0,300.0,11120.0,5880.0,61130.0,5220.0,7460.0,1020.0,70.0,22630.0,19980.0,650.0,2900.0,31700.0,24790.0,7230.0,9300.0,12880.0,8110.0,1800.0,4600.0,10650.0,27980.0,9710.0,6970.0,12480.0,580.0,3350.0,4040.0,3050.0,12280.0,1550.0,19790.0,19700.0,1800.0,32060.0,7430.0,5690.0,25870.0,1790.0,13360.0,1090.0,17140.0,56390.0,6630.0,900.0,9830.0,12010.0,2720.0,17670.0,990.0,50.0,3870.0,30.0
"Grade, classify, or sort products according to sizes, weights, colors, or other specifications.",grade classify or sort products according to sizes weights colors or other specifications,"Sort materials or products for processing, storing, shipping, or grading.",Sort materials or products.,Processing Information,"Inspectors, Testers, Sorters, Samplers, and Weighers",inspectors testers sorters samplers and weighers,51-9061.00,"Inspectors, Testers, Sorters, Samplers, and Weighers",51-9061,51-9061.00,"Inspectors, Testers, Sorters, Samplers, and Weighers",Other Production Occupations,Production Occupations,2026-05-31,0.0904570114360276,4.979079079079079,True,2.660053461538461,3.72,44.67,0.151068866059376,0.1,E0,E2,48570.0,40010.0,78150.0,52100.0,44570.0,54300.0,58350.0,57090.0,57190.0,59730.0,47540.0,46130.0,59740.0,45130.0,47920.0,47900.0,50740.0,53680.0,46280.0,49490.0,53570.0,61790.0,52270.0,44490.0,57170.0,40670.0,54420.0,58070.0,51270.0,49280.0,54800.0,49140.0,49500.0,49990.0,46430.0,50820.0,47360.0,49630.0,54120.0,48320.0,54940.0,46890.0,47240.0,45760.0,46210.0,48910.0,46210.0,49590.0,64420.0,47010.0,49610.0,57900.0,44160.0,29870.0,47240.0,597370.0,13120.0,300.0,11120.0,5880.0,61130.0,5220.0,7460.0,1020.0,70.0,22630.0,19980.0,650.0,2900.0,31700.0,24790.0,7230.0,9300.0,12880.0,8110.0,1800.0,4600.0,10650.0,27980.0,9710.0,6970.0,12480.0,580.0,3350.0,4040.0,3050.0,12280.0,1550.0,19790.0,19700.0,1800.0,32060.0,7430.0,5690.0,25870.0,1790.0,13360.0,1090.0,17140.0,56390.0,6630.0,900.0,9830.0,12010.0,2720.0,17670.0,990.0,50.0,3870.0,30.0
"Grade food products according to government regulations or according to type, color, bouquet, and moisture content.",grade food products according to government regulations or according to type color bouquet and moisture content,Evaluate quality of food ingredients or prepared foods.,Evaluate production inputs or outputs.,"Judging the Qualities of Objects, Services, or People",Food Batchmakers,food batchmakers,51-3092.00,Food Batchmakers,51-3092,51-3092.00,Miscellaneous Food Processing Workers,Food Processing Workers,Production Occupations,2026-05-31,0.0030529241359659,4.9166,True,4.702273846153847,4.33,64.63,0.1764095427838029,0.2351854191259741,E0,E0,42290.0,36980.0,39030.0,40550.0,38990.0,41670.0,44900.0,39110.0,37220.0,42290.0,35500.0,46490.0,37490.0,49570.0,48130.0,39700.0,48300.0,42850.0,46900.0,34620.0,42260.0,40240.0,36880.0,40160.0,42940.0,36530.0,45690.0,39630.0,41210.0,41120.0,37470.0,38250.0,37390.0,38470.0,36590.0,40840.0,44590.0,36320.0,39850.0,39920.0,39250.0,37070.0,39200.0,42610.0,37500.0,41390.0,50180.0,41080.0,42710.0,34660.0,48360.0,38430.0,42290.0,22270.0,42290.0,174520.0,1280.0,100.0,2300.0,2120.0,12560.0,3880.0,1460.0,380.0,783.0,3670.0,4290.0,360.0,1700.0,12320.0,5570.0,4160.0,3230.0,4570.0,530.0,610.0,1390.0,5100.0,5130.0,7660.0,660.0,2280.0,170.0,1270.0,880.0,190.0,3640.0,450.0,8460.0,3450.0,250.0,7040.0,930.0,3420.0,8160.0,310.0,700.0,660.0,2920.0,13250.0,3250.0,1000.0,2870.0,5700.0,70.0,18040.0,100.0,74.0,1520.0,36.0
"Grade homework and tests, and compute and record results, using answer sheets or electronic marking devices.",grade homework and tests and compute and record results using answer sheets or electronic marking devices,Evaluate student work.,"Assess student capabilities, needs, or performance.","Judging the Qualities of Objects, Services, or People",Teacher Assistants,teacher assistants,25-9041.00,"Teaching Assistants, Preschool, Elementary, Middle, and Secondary School, Except Special Education",25-9042,25-9042.00,Teaching Assistants,Other Educational Instruction and Library Occupations,Educational Instruction and Library Occupations,2026-05-31,0.0015264620679829,4.885200000000001,True,0.422855,3.87,28.3,0.042354438805225,0.2,E2,E1,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,396110.0,5349.0,824.0,8197.0,3299.0,46090.0,7272.0,4292.0,1227.0,1776.0,25128.0,12372.0,1588.0,2170.0,15431.0,8101.0,3946.0,3638.0,5062.0,4896.0,1621.0,6992.0,9205.0,11144.0,7464.999999999999,2943.0,7429.999999999999,1295.0,2592.0,3926.0,1729.0,10845.0,2204.0,24516.0,12505.0,1087.0,14045.0,4321.0,4978.0,15347.0,1269.0,5833.0,1157.0,8297.0,35607.0,4392.0,769.0,10399.0,8986.0,1775.0,7443.999999999999,710.0,169.0,2375.0,81.0
"Grade homework and tests, and compute and record results, using answer sheets or electronic marking devices.",grade homework and tests and compute and record results using answer sheets or electronic marking devices,Maintain student records.,Maintain operational records.,Documenting/Recording Information,Teacher Assistants,teacher assistants,25-9041.00,"Teaching Assistants, Preschool, Elementary, Middle, and Secondary School, Except Special Education",25-9042,25-9042.00,Teaching Assistants,Other Educational Instruction and Library Occupations,Educational Instruction and Library Occupations,2026-05-31,0.0015264620679829,4.885200000000001,True,0.422855,3.87,28.3,0.042354438805225,0.2,E2,E1,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,396110.0,5349.0,824.0,8197.0,3299.0,46090.0,7272.0,4292.0,1227.0,1776.0,25128.0,12372.0,1588.0,2170.0,15431.0,8101.0,3946.0,3638.0,5062.0,4896.0,1621.0,6992.0,9205.0,11144.0,7464.999999999999,2943.0,7429.999999999999,1295.0,2592.0,3926.0,1729.0,10845.0,2204.0,24516.0,12505.0,1087.0,14045.0,4321.0,4978.0,15347.0,1269.0,5833.0,1157.0,8297.0,35607.0,4392.0,769.0,10399.0,8986.0,1775.0,7443.999999999999,710.0,169.0,2375.0,81.0
"Grade homework and tests, and compute and record results, using answer sheets or electronic marking devices.",grade homework and tests and compute and record results using answer sheets or electronic marking devices,Evaluate student work.,"Assess student capabilities, needs, or performance.","Judging the Qualities of Objects, Services, or People",Teacher Assistants,teacher assistants,25-9041.00,"Teaching Assistants, Special Education",25-9043,25-9043.00,Teaching Assistants,Other Educational Instruction and Library Occupations,Educational Instruction and Library Occupations,2026-05-31,0.0015264620679829,4.885200000000001,True,0.8698992307692308,3.82,45.69,0.0484945686374628,0.1,E2,E1,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,396110.0,5349.0,824.0,8197.0,3299.0,46090.0,7272.0,4292.0,1227.0,1776.0,25128.0,12372.0,1588.0,2170.0,15431.0,8101.0,3946.0,3638.0,5062.0,4896.0,1621.0,6992.0,9205.0,11144.0,7464.999999999999,2943.0,7429.999999999999,1295.0,2592.0,3926.0,1729.0,10845.0,2204.0,24516.0,12505.0,1087.0,14045.0,4321.0,4978.0,15347.0,1269.0,5833.0,1157.0,8297.0,35607.0,4392.0,769.0,10399.0,8986.0,1775.0,7443.999999999999,710.0,169.0,2375.0,81.0
"Grade homework and tests, and compute and record results, using answer sheets or electronic marking devices.",grade homework and tests and compute and record results using answer sheets or electronic marking devices,Maintain student records.,Maintain operational records.,Documenting/Recording Information,Teacher Assistants,teacher assistants,25-9041.00,"Teaching Assistants, Special Education",25-9043,25-9043.00,Teaching Assistants,Other Educational Instruction and Library Occupations,Educational Instruction and Library Occupations,2026-05-31,0.0015264620679829,4.885200000000001,True,0.8698992307692308,3.82,45.69,0.0484945686374628,0.1,E2,E1,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,396110.0,5349.0,824.0,8197.0,3299.0,46090.0,7272.0,4292.0,1227.0,1776.0,25128.0,12372.0,1588.0,2170.0,15431.0,8101.0,3946.0,3638.0,5062.0,4896.0,1621.0,6992.0,9205.0,11144.0,7464.999999999999,2943.0,7429.999999999999,1295.0,2592.0,3926.0,1729.0,10845.0,2204.0,24516.0,12505.0,1087.0,14045.0,4321.0,4978.0,15347.0,1269.0,5833.0,1157.0,8297.0,35607.0,4392.0,769.0,10399.0,8986.0,1775.0,7443.999999999999,710.0,169.0,2375.0,81.0
Grade students' assignments and exams.,grade students assignments and exams,Evaluate student work.,"Assess student capabilities, needs, or performance.","Judging the Qualities of Objects, Services, or People","Teachers and Instructors, All Other",teachers and instructors all other,25-3099.00,"Substitute Teachers, Short-Term",25-3031,25-3031.00,"Substitute Teachers, Short-Term",Other Teachers and Instructors,Educational Instruction and Library Occupations,2026-05-31,0.0226142528590069,4.912595114136964,False,1.3658315384615385,3.59,64.23,0.2637975342373445,0.3,E2,E2,41670.0,25340.0,66920.0,38500.0,29230.0,60300.0,41670.0,38460.0,36510.0,49790.0,37080.0,38870.0,58530.0,34080.0,39410.0,36360.0,37230.0,36190.0,29730.0,27370.0,37440.0,46470.0,41350.0,39500.0,50390.0,22340.0,34790.0,28050.0,37690.0,24960.0,34990.0,43780.0,36400.0,43490.0,33780.0,42570.0,37150.0,23770.0,58280.0,44870.0,45590.0,30400.0,27840.0,29500.0,32040.0,36490.0,38200.0,39020.0,55740.0,49020.0,43950.0,36990.0,27210.0,41670.0,41670.0,524770.0,9290.0,1420.0,4710.0,2560.0,115660.0,9635.0,5950.0,1625.0,750.0,25270.0,16400.0,3990.0,1800.0,17220.0,9920.0,7300.0,9360.0,320.0,1090.0,2148.0,7610.0,8410.0,3600.0,8660.0,2390.0,11480.0,2370.0,3430.0,6600.0,1070.0,17100.0,3510.0,36090.0,20360.0,420.0,9140.0,4990.0,8090.0,22360.0,1910.0,7700.0,1610.0,7690.0,29150.0,4710.0,1400.0,24350.0,14820.0,4840.0,8420.0,2230.0,780.0,3147.0,108.0
Greet and log in patients arriving at office or clinic.,greet and log in patients arriving at office or clinic,Provide customer service to clients or users.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,Medical Assistants,medical assistants,31-9092.00,Medical Assistants,31-9092,31-9092.00,Miscellaneous Healthcare Support Occupations,Other Healthcare Support Occupations,Healthcare Support Occupations,2026-05-31,0.0030529241359659,4.56289614822038,False,5.341024615384615,4.57,70.39,0.3613007986715748,0.1,E0,E2,45690.0,36100.0,52560.0,45940.0,37760.0,49660.0,48400.0,47430.0,44490.0,51050.0,43680.0,41600.0,48410.0,44700.0,46090.0,45110.0,45480.0,39510.0,39270.0,36320.0,47580.0,46410.0,49460.0,39870.0,50480.0,35360.0,40440.0,46820.0,47370.0,45200.0,48020.0,47210.0,39230.0,48000.0,45140.0,45980.0,42810.0,38750.0,50410.0,43920.0,47190.0,41160.0,41870.0,39570.0,39520.0,45360.0,47250.0,44740.0,59290.0,37180.0,48680.0,40920.0,33570.0,46120.0,38130.0,817870.0,13300.0,2140.0,21460.0,5150.0,117060.0,13160.0,10250.0,2880.0,2260.0,66110.0,28780.0,3890.0,5250.0,20260.0,19630.0,5990.0,5510.0,13440.0,12310.0,4480.0,16390.0,14880.0,27810.0,10580.0,3340.0,13050.0,2460.0,2380.0,7760.0,3000.0,20330.0,5400.0,40710.0,23650.0,600.0,28950.0,10510.0,11840.0,23050.0,3210.0,12110.0,1340.0,19180.0,75340.0,9990.0,1140.0,16650.0,19500.0,4540.0,13810.0,1040.0,270.0,660.0,120.0
Greet and log in patients arriving at office or clinic.,greet and log in patients arriving at office or clinic,"Greet customers, patrons, or visitors.","Provide general assistance to others, such as customers, patrons, or motorists.",Assisting and Caring for Others,Medical Assistants,medical assistants,31-9092.00,Medical Assistants,31-9092,31-9092.00,Miscellaneous Healthcare Support Occupations,Other Healthcare Support Occupations,Healthcare Support Occupations,2026-05-31,0.0030529241359659,4.56289614822038,False,5.341024615384615,4.57,70.39,0.3613007986715748,0.1,E0,E2,45690.0,36100.0,52560.0,45940.0,37760.0,49660.0,48400.0,47430.0,44490.0,51050.0,43680.0,41600.0,48410.0,44700.0,46090.0,45110.0,45480.0,39510.0,39270.0,36320.0,47580.0,46410.0,49460.0,39870.0,50480.0,35360.0,40440.0,46820.0,47370.0,45200.0,48020.0,47210.0,39230.0,48000.0,45140.0,45980.0,42810.0,38750.0,50410.0,43920.0,47190.0,41160.0,41870.0,39570.0,39520.0,45360.0,47250.0,44740.0,59290.0,37180.0,48680.0,40920.0,33570.0,46120.0,38130.0,817870.0,13300.0,2140.0,21460.0,5150.0,117060.0,13160.0,10250.0,2880.0,2260.0,66110.0,28780.0,3890.0,5250.0,20260.0,19630.0,5990.0,5510.0,13440.0,12310.0,4480.0,16390.0,14880.0,27810.0,10580.0,3340.0,13050.0,2460.0,2380.0,7760.0,3000.0,20330.0,5400.0,40710.0,23650.0,600.0,28950.0,10510.0,11840.0,23050.0,3210.0,12110.0,1340.0,19180.0,75340.0,9990.0,1140.0,16650.0,19500.0,4540.0,13810.0,1040.0,270.0,660.0,120.0
Greet and register guests.,greet and register guests,"Provide basic information to guests, visitors, or clients.","Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,Lodging Managers,lodging managers,11-9081.00,Lodging Managers,11-9081,11-9081.00,Lodging Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0226142528590069,4.927474681476642,True,2.799870769230769,4.48,95.24,0.2295491736213386,0.1,E1,E2,69250.0,69420.0,80060.0,77670.0,45870.0,76950.0,91750.0,76940.0,73850.0,75610.0,69120.0,61060.0,114070.0,65390.0,61530.0,67070.0,59680.0,64220.0,59440.0,63000.0,62400.0,73260.0,97350.0,58970.0,78890.0,62550.0,46880.0,66580.0,67990.0,78110.0,79210.0,107720.0,67320.0,79460.0,63860.0,62770.0,48690.0,50740.0,63220.0,60980.0,106630.0,62990.0,61920.0,63050.0,62000.0,67060.0,81440.0,66990.0,101350.0,72800.0,73590.0,61190.0,69250.0,43860.0,69250.0,42620.0,570.0,89.0,680.0,480.0,5070.0,1100.0,210.0,130.0,260.0,4790.0,1580.0,200.0,70.0,740.0,570.0,410.0,300.0,545.0,380.0,740.0,440.0,990.0,1199.0,250.0,290.0,170.0,670.0,330.0,490.0,90.0,450.0,370.0,2880.0,1460.0,270.0,1490.0,440.0,1170.0,1651.0,110.0,640.0,310.0,610.0,3900.0,473.0,210.0,1119.0,450.0,180.0,1130.0,420.0,18.0,110.0,9.0
Greet customers and ascertain what each customer wants or needs.,greet customers and ascertain what each customer wants or needs,Gather customer or product information to determine customer needs.,Collect data about consumer needs or opinions.,Getting Information,Retail Salespersons,retail salespersons,41-2031.00,Retail Salespersons,41-2031,41-2031.00,Retail Salespersons,Retail Sales Workers,Sales and Related Occupations,2026-05-31,0.0678427585770207,4.600530338480736,False,6.04642,4.84,100.0,0.5221477852214778,0.1,E0,E0,35410.0,30040.0,37290.0,35720.0,29270.0,38440.0,37950.0,36490.0,35360.0,38500.0,34010.0,30840.0,37790.0,35080.0,35370.0,31530.0,31360.0,32180.0,29650.0,29490.0,36640.0,35510.0,36610.0,34640.0,36370.0,28640.0,33460.0,36270.0,31870.0,34190.0,36200.0,36520.0,33300.0,37720.0,31370.0,36040.0,30800.0,29660.0,36770.0,31200.0,34860.0,30690.0,34370.0,31950.0,30800.0,33900.0,37400.0,34240.0,39560.0,28950.0,34480.0,34310.0,24000.0,22560.0,28790.0,3897860.0,60880.0,7890.0,93920.0,35510.0,376460.0,76660.0,42410.0,13400.0,4660.0,333460.0,143120.0,19180.0,20180.0,126610.0,83670.0,41000.0,33360.0,51250.0,49570.0,18450.0,79320.0,86860.0,111010.0,74840.0,38400.0,67140.0,13490.0,22780.0,43920.0,23880.0,72530.0,23800.0,238540.0,127540.0,11320.0,137370.0,43830.0,48090.0,141790.0,12830.0,67310.0,14180.0,87380.0,341640.0,47570.0,8250.0,100290.0,84850.0,19050.0,67640.0,8770.0,1540.0,41230.0,1300.0
Greet customers and ascertain what each customer wants or needs.,greet customers and ascertain what each customer wants or needs,"Greet customers, patrons, or visitors.","Provide general assistance to others, such as customers, patrons, or motorists.",Assisting and Caring for Others,Retail Salespersons,retail salespersons,41-2031.00,Retail Salespersons,41-2031,41-2031.00,Retail Salespersons,Retail Sales Workers,Sales and Related Occupations,2026-05-31,0.0678427585770207,4.600530338480736,False,6.04642,4.84,100.0,0.5221477852214778,0.1,E0,E0,35410.0,30040.0,37290.0,35720.0,29270.0,38440.0,37950.0,36490.0,35360.0,38500.0,34010.0,30840.0,37790.0,35080.0,35370.0,31530.0,31360.0,32180.0,29650.0,29490.0,36640.0,35510.0,36610.0,34640.0,36370.0,28640.0,33460.0,36270.0,31870.0,34190.0,36200.0,36520.0,33300.0,37720.0,31370.0,36040.0,30800.0,29660.0,36770.0,31200.0,34860.0,30690.0,34370.0,31950.0,30800.0,33900.0,37400.0,34240.0,39560.0,28950.0,34480.0,34310.0,24000.0,22560.0,28790.0,3897860.0,60880.0,7890.0,93920.0,35510.0,376460.0,76660.0,42410.0,13400.0,4660.0,333460.0,143120.0,19180.0,20180.0,126610.0,83670.0,41000.0,33360.0,51250.0,49570.0,18450.0,79320.0,86860.0,111010.0,74840.0,38400.0,67140.0,13490.0,22780.0,43920.0,23880.0,72530.0,23800.0,238540.0,127540.0,11320.0,137370.0,43830.0,48090.0,141790.0,12830.0,67310.0,14180.0,87380.0,341640.0,47570.0,8250.0,100290.0,84850.0,19050.0,67640.0,8770.0,1540.0,41230.0,1300.0
Greet customers and help them locate merchandise.,greet customers and help them locate merchandise,Provide customer service to clients or users.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,Pharmacy Aides,pharmacy aides,31-9095.00,Pharmacy Aides,31-9095,31-9095.00,Miscellaneous Healthcare Support Occupations,Other Healthcare Support Occupations,Healthcare Support Occupations,2026-05-31,0.0030529241359659,4.739701057236603,True,5.074556153846154,4.67,93.13,0.4124225230777795,0.1,E0,E0,37680.0,36260.0,37680.0,43360.0,36860.0,42200.0,37580.0,36350.0,38500.0,59960.0,35160.0,34630.0,46250.0,37690.0,37010.0,35890.0,33270.0,32070.0,34610.0,33450.0,38060.0,35170.0,37390.0,36130.0,37430.0,28380.0,37820.0,37140.0,31610.0,39080.0,37350.0,36590.0,36390.0,38040.0,35530.0,37680.0,37500.0,30360.0,40250.0,39470.0,38020.0,36140.0,36130.0,30170.0,38630.0,51600.0,37310.0,36390.0,45110.0,37680.0,36660.0,37030.0,37680.0,28100.0,37680.0,39530.0,460.0,82.0,810.0,120.0,8440.0,370.0,490.0,130.0,120.0,1590.0,1410.0,110.0,110.0,1180.0,610.0,1070.0,470.0,600.0,730.0,150.0,420.0,340.0,880.0,550.0,660.0,650.0,210.0,400.0,410.0,50.0,1020.0,180.0,2360.0,1180.0,108.0,690.0,700.0,450.0,1210.0,127.0,360.0,150.0,1150.0,2900.0,250.0,90.0,510.0,1990.0,177.0,550.0,60.0,17.0,1090.0,8.0
Greet customers and help them locate merchandise.,greet customers and help them locate merchandise,"Greet customers, patrons, or visitors.","Provide general assistance to others, such as customers, patrons, or motorists.",Assisting and Caring for Others,Pharmacy Aides,pharmacy aides,31-9095.00,Pharmacy Aides,31-9095,31-9095.00,Miscellaneous Healthcare Support Occupations,Other Healthcare Support Occupations,Healthcare Support Occupations,2026-05-31,0.0030529241359659,4.739701057236603,True,5.074556153846154,4.67,93.13,0.4124225230777795,0.1,E0,E0,37680.0,36260.0,37680.0,43360.0,36860.0,42200.0,37580.0,36350.0,38500.0,59960.0,35160.0,34630.0,46250.0,37690.0,37010.0,35890.0,33270.0,32070.0,34610.0,33450.0,38060.0,35170.0,37390.0,36130.0,37430.0,28380.0,37820.0,37140.0,31610.0,39080.0,37350.0,36590.0,36390.0,38040.0,35530.0,37680.0,37500.0,30360.0,40250.0,39470.0,38020.0,36140.0,36130.0,30170.0,38630.0,51600.0,37310.0,36390.0,45110.0,37680.0,36660.0,37030.0,37680.0,28100.0,37680.0,39530.0,460.0,82.0,810.0,120.0,8440.0,370.0,490.0,130.0,120.0,1590.0,1410.0,110.0,110.0,1180.0,610.0,1070.0,470.0,600.0,730.0,150.0,420.0,340.0,880.0,550.0,660.0,650.0,210.0,400.0,410.0,50.0,1020.0,180.0,2360.0,1180.0,108.0,690.0,700.0,450.0,1210.0,127.0,360.0,150.0,1150.0,2900.0,250.0,90.0,510.0,1990.0,177.0,550.0,60.0,17.0,1090.0,8.0
Greet customers and make them feel welcome.,greet customers and make them feel welcome,"Greet customers, patrons, or visitors.","Provide general assistance to others, such as customers, patrons, or motorists.",Assisting and Caring for Others,Gaming Dealers,gaming dealers,39-3011.00,Gambling Dealers,39-3011,39-3011.00,Gambling Services Workers,Entertainment Attendants and Related Workers,Personal Care and Service Occupations,2026-05-31,0.0791498850065242,4.674476003747765,False,5.987500000000001,4.89,100.0,0.3154027525430533,0.11,E0,E0,34320.0,34320.0,34320.0,60940.0,28380.0,35090.0,30800.0,34320.0,39330.0,34320.0,38500.0,21430.0,34320.0,34320.0,31200.0,24160.0,23020.0,34320.0,34320.0,17760.0,34320.0,31740.0,34320.0,29120.0,27190.0,28250.0,28600.0,21940.0,34320.0,25690.0,32100.0,33000.0,36990.0,50860.0,34320.0,27370.0,40710.0,23720.0,62230.0,48230.0,34320.0,27350.0,36190.0,34320.0,25090.0,34320.0,34320.0,26170.0,58700.0,25100.0,61670.0,34320.0,34320.0,22930.0,34320.0,83910.0,1133.0,175.0,1680.0,360.0,15050.0,870.0,909.0,270.0,376.0,5370.0,2621.0,336.0,460.0,2470.0,2410.0,970.0,771.0,1072.0,2650.0,343.0,1770.0,1950.0,2510.0,1370.0,2730.0,1160.0,274.0,549.0,17390.0,460.0,3030.0,370.0,2010.0,2649.0,900.0,640.0,1980.0,350.0,2970.0,269.0,140.0,170.0,1758.0,560.0,930.0,163.0,2203.0,4370.0,610.0,630.0,150.0,36.0,720.0,17.0
Greet customers entering establishments.,greet customers entering establishments,"Greet customers, patrons, or visitors.","Provide general assistance to others, such as customers, patrons, or motorists.",Assisting and Caring for Others,Cashiers,cashiers,41-2011.00,Cashiers,41-2011,41-2011.00,Cashiers,Retail Sales Workers,Sales and Related Occupations,2026-05-31,0.0226142528590069,4.670864600606302,False,4.541510769230769,4.7,92.16,0.3664051681503462,0.1,E0,E0,32880.0,28250.0,36130.0,34600.0,27670.0,37100.0,36870.0,35550.0,33490.0,38880.0,30530.0,29070.0,36780.0,30370.0,34490.0,29670.0,28970.0,28800.0,28590.0,26750.0,34930.0,34390.0,35520.0,29740.0,34620.0,26390.0,30520.0,34190.0,30250.0,29870.0,33840.0,34590.0,30120.0,35500.0,28880.0,31460.0,29260.0,28180.0,35300.0,29220.0,34860.0,28530.0,29780.0,28590.0,29230.0,31600.0,35720.0,30580.0,38720.0,26370.0,30880.0,30810.0,21610.0,22140.0,28040.0,3089410.0,46420.0,5810.0,72570.0,28270.0,336110.0,51670.0,30920.0,11450.0,6060.0,201370.0,97540.0,10780.0,17200.0,139630.0,68350.0,41450.0,33080.0,44550.0,46350.0,14240.0,49910.0,58880.0,92930.0,58190.0,30490.0,69430.0,12170.0,20650.0,30160.0,17250.0,107680.0,19020.0,158890.0,106440.0,9510.0,103020.0,41140.0,37660.0,110950.0,9260.0,56550.0,12860.0,63350.0,245730.0,22940.0,7030.0,83890.0,61050.0,17360.0,65380.0,5840.0,1620.0,27320.0,770.0
"Greet guests, escort them to their seats, and present them with menus and wine lists.",greet guests escort them to their seats and present them with menus and wine lists,"Provide basic information to guests, visitors, or clients.","Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,Food Service Managers,food service managers,11-9051.00,Food Service Managers,11-9051,11-9051.00,Food Service Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.736783938110149,True,3.5291161538461537,4.62,39.72,0.1941774216549609,0.1,E0,E0,69390.0,63010.0,82030.0,70180.0,55120.0,78260.0,79870.0,77990.0,74430.0,81680.0,72790.0,65280.0,87800.0,70140.0,63930.0,71430.0,66700.0,70320.0,70410.0,61400.0,70510.0,72850.0,92240.0,60790.0,79820.0,59540.0,65520.0,72140.0,60450.0,65320.0,77360.0,78020.0,65210.0,84200.0,74080.0,72210.0,62980.0,63840.0,62110.0,64750.0,82850.0,66190.0,60640.0,64410.0,60770.0,69480.0,77910.0,71230.0,95190.0,54800.0,61810.0,62610.0,44770.0,42230.0,80570.0,238430.0,4330.0,380.0,3400.0,2720.0,33180.0,2440.0,1520.0,770.0,1000.0,18500.0,9230.0,1230.0,670.0,11270.0,4990.0,1760.0,1540.0,1680.0,1950.0,1210.0,4209.0,4310.0,9240.0,730.0,1920.0,1600.0,950.0,2050.0,4310.0,590.0,6360.0,1410.0,8000.0,9420.0,950.0,8570.0,2020.0,4420.0,10530.0,760.0,5080.0,1270.0,4550.0,25990.0,2400.0,500.0,3820.0,1180.0,1230.0,6000.0,590.0,100.0,830.0,140.0
"Greet visitors, ascertain purpose of visit, and direct them to appropriate staff.",greet visitors ascertain purpose of visit and direct them to appropriate staff,Refer customers to appropriate personnel.,Assist others to access additional services or resources.,Assisting and Caring for Others,Medical Secretaries,medical secretaries,43-6013.00,Medical Secretaries and Administrative Assistants,43-6013,43-6013.00,Secretaries and Administrative Assistants,Secretaries and Administrative Assistants,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.809466666666667,False,4.76473076923077,4.48,86.28,0.3612782990625249,0.1,E0,E2,45930.0,36930.0,47870.0,45820.0,37000.0,54490.0,46920.0,48500.0,44500.0,49180.0,41730.0,43160.0,49920.0,44920.0,46670.0,44060.0,40980.0,43020.0,38750.0,36930.0,46990.0,47850.0,50290.0,41100.0,50030.0,36290.0,43980.0,43740.0,46100.0,46990.0,48410.0,48660.0,44230.0,47710.0,44190.0,45390.0,44280.0,38330.0,50130.0,44930.0,46860.0,40170.0,45810.0,39940.0,42910.0,44330.0,48200.0,46180.0,58100.0,38430.0,48380.0,44430.0,31680.0,29620.0,36710.0,961610.0,16580.0,2520.0,18090.0,2190.0,115050.0,11560.0,6480.0,4510.0,1930.0,96000.0,39380.0,2160.0,5120.0,27560.0,21180.0,10560.0,6470.0,26430.0,2970.0,4610.0,17290.0,22210.0,27960.0,16860.0,7145.0,12260.0,4410.0,4110.0,7030.0,3680.0,20980.0,4590.0,57720.0,56840.0,1120.0,29110.0,8430.0,16840.0,27600.0,2350.0,15630.0,80.0,41810.0,78740.0,5260.0,2390.0,27600.0,10960.0,1550.0,7760.0,1110.0,310.0,8480.0,230.0
"Greet visitors, ascertain purpose of visit, and direct them to appropriate staff.",greet visitors ascertain purpose of visit and direct them to appropriate staff,"Greet customers, patrons, or visitors.","Provide general assistance to others, such as customers, patrons, or motorists.",Assisting and Caring for Others,Medical Secretaries,medical secretaries,43-6013.00,Medical Secretaries and Administrative Assistants,43-6013,43-6013.00,Secretaries and Administrative Assistants,Secretaries and Administrative Assistants,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.809466666666667,False,4.76473076923077,4.48,86.28,0.3612782990625249,0.1,E0,E2,45930.0,36930.0,47870.0,45820.0,37000.0,54490.0,46920.0,48500.0,44500.0,49180.0,41730.0,43160.0,49920.0,44920.0,46670.0,44060.0,40980.0,43020.0,38750.0,36930.0,46990.0,47850.0,50290.0,41100.0,50030.0,36290.0,43980.0,43740.0,46100.0,46990.0,48410.0,48660.0,44230.0,47710.0,44190.0,45390.0,44280.0,38330.0,50130.0,44930.0,46860.0,40170.0,45810.0,39940.0,42910.0,44330.0,48200.0,46180.0,58100.0,38430.0,48380.0,44430.0,31680.0,29620.0,36710.0,961610.0,16580.0,2520.0,18090.0,2190.0,115050.0,11560.0,6480.0,4510.0,1930.0,96000.0,39380.0,2160.0,5120.0,27560.0,21180.0,10560.0,6470.0,26430.0,2970.0,4610.0,17290.0,22210.0,27960.0,16860.0,7145.0,12260.0,4410.0,4110.0,7030.0,3680.0,20980.0,4590.0,57720.0,56840.0,1120.0,29110.0,8430.0,16840.0,27600.0,2350.0,15630.0,80.0,41810.0,78740.0,5260.0,2390.0,27600.0,10960.0,1550.0,7760.0,1110.0,310.0,8480.0,230.0
Greet visitors or callers and handle their inquiries or direct them to the appropriate persons according to their needs.,greet visitors or callers and handle their inquiries or direct them to the appropriate persons according to their needs,Discuss account status or activity with customers or patrons.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",secretaries and administrative assistants except legal medical and executive,43-6014.00,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",43-6014,43-6014.00,Secretaries and Administrative Assistants,Secretaries and Administrative Assistants,Office and Administrative Support Occupations,2026-05-31,0.0678427585770207,4.85738854345813,False,3.238290769230769,4.32,90.4,0.2559951642036757,0.1,E1,E2,47540.0,41630.0,48530.0,47940.0,37630.0,55400.0,48690.0,57210.0,47970.0,59910.0,45900.0,41600.0,50830.0,43710.0,48310.0,44270.0,45150.0,42270.0,44200.0,38790.0,49820.0,48680.0,57940.0,46020.0,51400.0,37340.0,43540.0,43940.0,46760.0,46570.0,48080.0,50260.0,46450.0,49600.0,45790.0,47480.0,46230.0,39660.0,51740.0,46270.0,52140.0,44880.0,41700.0,45810.0,45140.0,47050.0,48920.0,47620.0,57330.0,40370.0,47710.0,45450.0,36030.0,25730.0,44040.0,1706790.0,45050.0,5390.0,31220.000000000004,8590.0,158630.0,29120.0,22650.0,6320.0,11800.0,104000.0,44430.0,7020.0,7570.0,74280.0,20100.0,12830.0,32120.000000000004,18420.0,28040.0,6740.0,54890.0,37750.0,40830.0,31330.0,14720.0,33180.0,4520.0,16240.000000000002,16790.0,9050.0,65960.0,25430.0,122490.0,43690.0,5800.0,54790.0,20120.0,23150.0,65310.0,5200.0,30180.0,6120.0,34580.0,149650.0,14870.0,3360.0,31580.000000000004,31710.0,8820.0,28100.0,2250.0,1610.0,17810.0,530.0
Greet visitors or callers and handle their inquiries or direct them to the appropriate persons according to their needs.,greet visitors or callers and handle their inquiries or direct them to the appropriate persons according to their needs,Refer customers to appropriate personnel.,Assist others to access additional services or resources.,Assisting and Caring for Others,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",secretaries and administrative assistants except legal medical and executive,43-6014.00,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",43-6014,43-6014.00,Secretaries and Administrative Assistants,Secretaries and Administrative Assistants,Office and Administrative Support Occupations,2026-05-31,0.0678427585770207,4.85738854345813,False,3.238290769230769,4.32,90.4,0.2559951642036757,0.1,E1,E2,47540.0,41630.0,48530.0,47940.0,37630.0,55400.0,48690.0,57210.0,47970.0,59910.0,45900.0,41600.0,50830.0,43710.0,48310.0,44270.0,45150.0,42270.0,44200.0,38790.0,49820.0,48680.0,57940.0,46020.0,51400.0,37340.0,43540.0,43940.0,46760.0,46570.0,48080.0,50260.0,46450.0,49600.0,45790.0,47480.0,46230.0,39660.0,51740.0,46270.0,52140.0,44880.0,41700.0,45810.0,45140.0,47050.0,48920.0,47620.0,57330.0,40370.0,47710.0,45450.0,36030.0,25730.0,44040.0,1706790.0,45050.0,5390.0,31220.000000000004,8590.0,158630.0,29120.0,22650.0,6320.0,11800.0,104000.0,44430.0,7020.0,7570.0,74280.0,20100.0,12830.0,32120.000000000004,18420.0,28040.0,6740.0,54890.0,37750.0,40830.0,31330.0,14720.0,33180.0,4520.0,16240.000000000002,16790.0,9050.0,65960.0,25430.0,122490.0,43690.0,5800.0,54790.0,20120.0,23150.0,65310.0,5200.0,30180.0,6120.0,34580.0,149650.0,14870.0,3360.0,31580.000000000004,31710.0,8820.0,28100.0,2250.0,1610.0,17810.0,530.0
Greet visitors or callers and handle their inquiries or direct them to the appropriate persons according to their needs.,greet visitors or callers and handle their inquiries or direct them to the appropriate persons according to their needs,"Greet customers, patrons, or visitors.","Provide general assistance to others, such as customers, patrons, or motorists.",Assisting and Caring for Others,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",secretaries and administrative assistants except legal medical and executive,43-6014.00,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",43-6014,43-6014.00,Secretaries and Administrative Assistants,Secretaries and Administrative Assistants,Office and Administrative Support Occupations,2026-05-31,0.0678427585770207,4.85738854345813,False,3.238290769230769,4.32,90.4,0.2559951642036757,0.1,E1,E2,47540.0,41630.0,48530.0,47940.0,37630.0,55400.0,48690.0,57210.0,47970.0,59910.0,45900.0,41600.0,50830.0,43710.0,48310.0,44270.0,45150.0,42270.0,44200.0,38790.0,49820.0,48680.0,57940.0,46020.0,51400.0,37340.0,43540.0,43940.0,46760.0,46570.0,48080.0,50260.0,46450.0,49600.0,45790.0,47480.0,46230.0,39660.0,51740.0,46270.0,52140.0,44880.0,41700.0,45810.0,45140.0,47050.0,48920.0,47620.0,57330.0,40370.0,47710.0,45450.0,36030.0,25730.0,44040.0,1706790.0,45050.0,5390.0,31220.000000000004,8590.0,158630.0,29120.0,22650.0,6320.0,11800.0,104000.0,44430.0,7020.0,7570.0,74280.0,20100.0,12830.0,32120.000000000004,18420.0,28040.0,6740.0,54890.0,37750.0,40830.0,31330.0,14720.0,33180.0,4520.0,16240.000000000002,16790.0,9050.0,65960.0,25430.0,122490.0,43690.0,5800.0,54790.0,20120.0,23150.0,65310.0,5200.0,30180.0,6120.0,34580.0,149650.0,14870.0,3360.0,31580.000000000004,31710.0,8820.0,28100.0,2250.0,1610.0,17810.0,530.0
Guide and counsel students with adjustment or academic problems or special academic interests.,guide and counsel students with adjustment or academic problems or special academic interests,Advise students on academic or career matters.,Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,"Kindergarten Teachers, Except Special Education",kindergarten teachers except special education,25-2012.00,"Kindergarten Teachers, Except Special Education",25-2012,25-2012.00,Preschool and Kindergarten Teachers,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",Educational Instruction and Library Occupations,2026-05-31,0.0010176413786553,3.8545327592226233,False,3.614038461538461,4.47,97.54,0.3007573831426239,0.1,E0,E0,62680.0,50900.0,62680.0,52830.0,52060.0,82550.0,62870.0,90030.0,74030.0,81500.0,58100.0,65680.0,53160.0,62240.0,64020.0,58250.0,58420.0,56670.0,60280.0,53130.0,52660.0,75910.0,84100.0,63300.0,75500.0,48880.0,56590.0,47590.0,62200.0,64930.0,60240.0,74210.0,74380.0,77630.0,53180.0,59420.0,72570.0,47860.0,68580.0,64430.0,85470.0,60890.0,49410.0,58070.0,63780.0,63190.0,63280.0,63920.0,99960.0,58790.0,59350.0,60990.0,62680.0,61760.0,62680.0,108870.0,310.0,226.0,3020.0,1490.0,7430.0,3260.0,1420.0,70.0,180.0,8810.0,4530.0,90.0,460.0,4660.0,2120.0,1160.0,1300.0,2450.0,3730.0,570.0,1560.0,1980.0,1890.0,2840.0,1350.0,2300.0,400.0,1120.0,1400.0,520.0,5370.0,950.0,6950.0,2250.0,600.0,3290.0,1690.0,1330.0,2510.0,360.0,1540.0,610.0,2740.0,3820.0,530.0,250.0,3740.0,5270.0,730.0,1510.0,360.0,46.0,4120.0,22.0
"Guide and counsel students with adjustment or academic problems, or special academic interests.",guide and counsel students with adjustment or academic problems or special academic interests,Advise students on academic or career matters.,Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,"Middle School Teachers, Except Special and Career/Technical Education",middle school teachers except special and careertechnical education,25-2022.00,"Middle School Teachers, Except Special and Career/Technical Education",25-2022,25-2022.00,Elementary and Middle School Teachers,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",Educational Instruction and Library Occupations,2026-05-31,0.0010176413786553,3.8545327592226233,False,0.7602138461538461,3.8,87.18,0.051946889732341,0.1,E1,E0,64370.0,61770.0,78940.0,59710.0,59570.0,98950.0,63760.0,93610.0,67780.0,79900.0,58940.0,64780.0,69230.0,60930.0,76110.0,60700.0,60450.0,60580.0,61120.0,58760.0,63590.0,78510.0,89450.0,63790.0,62640.0,50790.0,59310.0,61550.0,62510.0,66300.0,71140.0,78770.0,75240.0,94840.0,52010.0,60100.0,77090.0,48440.0,78350.0,77930.0,92760.0,60810.0,50980.0,60690.0,63390.0,79180.0,73940.0,63520.0,102140.0,57210.0,61960.0,62480.0,62020.0,52530.0,64370.0,620090.0,10000.0,1150.0,9020.0,6140.0,37300.0,13280.0,7920.0,2350.0,1540.0,31370.0,23610.0,2480.0,2360.0,24770.0,11700.0,6270.0,6230.0,8040.0,5560.0,2780.0,14530.0,16570.0,15420.0,8890.0,6260.0,11330.0,1980.0,4150.0,3910.0,3120.0,23650.0,4260.0,38670.0,20650.0,1400.0,30450.0,7620.0,6940.0,22720.0,2370.0,9750.0,2130.0,13060.0,80160.0,5960.0,1620.0,18290.0,10510.0,4090.0,14460.0,1290.0,510.0,3490.0,127.0
Guide and counsel students with adjustment or academic problems or special academic interests.,guide and counsel students with adjustment or academic problems or special academic interests,Advise students on academic or career matters.,Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,Adult Basic and Secondary Education and Literacy Teachers and Instructors,adult basic and secondary education and literacy teachers and instructors,25-3011.00,"Adult Basic Education, Adult Secondary Education, and English as a Second Language Instructors",25-3011,25-3011.00,"Adult Basic Education, Adult Secondary Education, and English as a Second Language Instructors",Other Teachers and Instructors,Educational Instruction and Library Occupations,2026-05-31,0.0010176413786553,3.8545327592226233,False,0.5255988461538461,3.31,78.51,0.0375193831538394,0.1,E2,E0,61540.0,48870.0,61540.0,61750.0,43240.0,102030.0,51170.0,72180.0,78600.0,62940.0,58920.0,47540.0,44600.0,50040.0,62370.0,58660.0,48010.0,52030.0,44990.0,66870.0,58880.0,59950.0,62290.0,59900.0,76800.0,49900.0,51770.0,56500.0,49040.0,48930.0,64440.0,81100.0,49170.0,78010.0,51810.0,63820.0,47190.0,51840.0,65700.0,57230.0,57690.0,62940.0,35760.0,60340.0,49490.0,49680.0,62500.0,64540.0,69990.0,65050.0,64980.0,52060.0,61540.0,61540.0,61540.0,37310.0,470.0,78.0,570.0,230.0,1660.0,820.0,410.0,200.0,570.0,3670.000000000001,470.0,300.0,270.0,1970.0,650.0,370.0,160.0,350.0,100.0,330.0,450.00000000000006,1420.0,560.0,2880.0,240.0,620.0,110.0,130.0,40.0,50.0,1350.0,210.0,2810.0,3720.0,180.0,750.0,300.0,510.0,790.0,119.0,480.0,100.0,240.0,1830.0,60.0,70.0,700.0,1310.0,250.0,1050.0,100.0,16.0,224.0,8.0
Guide and counsel students with adjustment or academic problems or with special academic interests.,guide and counsel students with adjustment or academic problems or with special academic interests,Advise students on academic or career matters.,Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,"Elementary School Teachers, Except Special Education",elementary school teachers except special education,25-2021.00,"Elementary School Teachers, Except Special Education",25-2021,25-2021.00,Elementary and Middle School Teachers,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",Educational Instruction and Library Occupations,2026-05-31,0.0030529241359659,3.8296440972222223,False,3.6706353846153847,4.75,94.89,0.2997512366818874,0.1,E2,E0,63970.0,61380.0,79260.0,56590.0,52700.0,99650.0,63410.0,80600.0,75920.0,96580.0,58930.0,72290.0,71410.0,61600.0,75320.0,59700.0,60580.0,56450.0,60610.0,58770.0,62390.0,77680.0,94000.0,65110.0,76350.0,49790.0,50910.0,57530.0,62380.0,65040.0,72410.0,78200.0,74550.0,85760.0,54930.0,60030.0,77370.0,48200.0,77130.0,77060.0,90930.0,60820.0,50130.0,59980.0,62760.0,74810.0,63070.0,65550.0,102350.0,55630.0,61210.0,61150.0,62240.0,51540.0,60560.0,1388390.0,22030.0,3500.0,24240.0,12590.0,155160.0,24860.0,16330.0,2900.0,3750.0,79090.0,43820.0,6040.0,6850.0,61520.0,27720.0,17300.0,14350.0,19080.0,22060.0,7490.0,29610.0,29930.0,40910.0,26640.0,11060.0,33180.0,4960.0,8710.0,9550.0,5190.0,40300.0,6210.0,101410.0,42410.0,4430.0,47870.0,18500.0,12600.0,48370.0,3830.0,25030.0,4290.0,28240.0,116260.0,14820.0,3610.0,37880.0,28980.0,5420.0,24920.0,2600.0,1000.0,4370.0,630.0
Guide clients in the development of skills or strategies for dealing with their problems.,guide clients in the development of skills or strategies for dealing with their problems,Teach life skills or strategies to clients or their families.,Teach life skills.,Training and Teaching Others,Mental Health Counselors,mental health counselors,21-1014.00,Mental Health Counselors,21-1014,21-1014.00,Counselors,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0030529241359659,3.673112128146452,False,4.55558,4.75,100.0,0.3898200000000001,0.1,E0,E0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,172550.0,2330.0,359.0,3571.0,1437.0,20077.0,3168.0,1870.0,534.0,774.0,10946.0,5389.0,692.0,945.0,6722.0,3529.0,1719.0,1585.0,2205.0,2133.0,706.0,3046.0,4010.0,4854.0,3252.0,1282.0,3236.0,564.0,1129.0,1710.0,753.0,4724.0,960.0,10679.0,5447.0,473.0,6118.0,1882.0,2168.0,6685.0,553.0,2541.0,504.0,3614.0,15511.0,1913.0,335.0,4530.0,3914.0,773.0,3243.0,309.0,73.0,1035.0,35.0
"Guide clients in the gathering of information, such as bank account records, income tax returns, life and disability insurance records, pension plans, or wills.",guide clients in the gathering of information such as bank account records income tax returns life and disability insurance records pension plans or wills,Advise others on financial matters.,Advise others on financial matters.,Providing Consultation and Advice to Others,Personal Financial Advisors,personal financial advisors,13-2052.00,Personal Financial Advisors,13-2052,13-2052.00,Financial Analysts and Advisors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.454347114650376,False,0.2399861538461538,3.83,92.31,0.0909872667755312,0.6,E1,E2,105070.0,77990.0,78690.0,96950.0,79420.0,130330.0,89280.0,129720.0,125050.0,104990.0,100970.0,101450.0,76070.0,94370.0,120130.0,87710.0,92310.0,102530.0,67150.0,105070.0,105070.0,99880.0,125670.0,77930.0,102660.0,63300.0,99930.0,97450.0,93280.0,92720.0,96780.0,158570.0,94270.0,166400.0,96880.0,76870.0,90990.0,68670.0,122830.0,105200.0,80200.0,96330.0,128720.0,84160.0,99160.0,77390.0,110020.0,102640.0,114050.0,80010.0,119430.0,77490.0,105070.0,105070.0,105070.0,266800.0,2540.0,555.0,6430.0,1320.0,32200.0,6730.0,2891.0,826.0,480.0,21490.0,6830.0,550.0,760.0,9760.0,5400.0,1920.0,4150.0,2040.0,1470.0,850.0,5260.0,6200.0,6570.0,5280.0,790.0,4480.0,872.0,2210.0,1730.0,1850.0,9300.0,610.0,21550.0,12340.0,540.0,7680.0,1140.0,3070.0,12200.0,1130.0,2400.0,620.0,3970.0,18200.0,2520.0,520.0,6340.0,5790.0,670.0,5200.0,310.0,114.0,440.0,55.0
Guide design discussions between development teams.,guide design discussions between development teams,Collaborate with others to determine design specifications or details.,Communicate with others about specifications or project details.,"Communicating with Supervisors, Peers, or Subordinates",Video Game Designers,video game designers,15-1199.11,Video Game Designers,15-1255,15-1255.01,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.6521,False,0.5530769230769231,4.0,100.0,0.0894260204081632,0.2,E2,E2,104000.0,51860.0,71300.0,98070.0,104000.0,136110.0,95880.0,94660.0,93880.0,107650.0,77730.0,103810.0,104000.0,64250.0,85710.0,63430.0,69060.0,70620.0,77000.0,68790.0,104000.0,96760.0,113540.0,81010.0,82650.0,48550.0,70970.0,77030.0,65520.0,80120.0,111150.0,95310.0,53300.0,120990.0,97990.0,64260.0,83360.0,76440.0,102220.0,104160.0,105990.0,80930.0,104000.0,63510.0,102650.0,99990.0,104000.0,77140.0,130480.0,71880.0,95340.0,67020.0,31200.0,48700.0,104000.0,56665.0,130.0,30.0,810.0,472.0,27090.0,3250.0,1060.0,130.0,480.0,4620.0,2800.0,50.0,340.0,2050.0,1160.0,670.0,200.0,590.0,170.0,380.0,1310.0,2740.0,1750.0,1520.0,230.0,1210.0,100.0,720.0,1180.0,430.0,2170.0,200.0,16560.0,3400.0,40.0,2520.0,340.0,1230.0,2820.0,240.0,800.0,166.0,3610.0,5910.0,1060.0,110.0,1990.0,11580.0,200.0,880.0,110.0,30.0,230.0,12.0
Hear and resolve complaints from customers or the public.,hear and resolve complaints from customers or the public,Respond to customer problems or complaints.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,Receptionists and Information Clerks,receptionists and information clerks,43-4171.00,Receptionists and Information Clerks,43-4171,43-4171.00,Receptionists and Information Clerks,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.629092261904763,False,1.8137930769230768,4.11,86.23,0.3902356952912718,0.3,E1,E2,38010.0,32590.0,44720.0,38730.0,34840.0,44100.0,42010.0,40630.0,36310.0,49060.0,36810.0,36100.0,41600.0,36810.0,37400.0,36160.0,37330.0,36050.0,32940.0,32750.0,42440.0,38100.0,43870.0,37470.0,37510.0,31160.0,35740.0,37360.0,37860.0,37050.0,38160.0,41650.0,35140.0,43080.0,35440.0,39530.0,35920.0,34560.0,40900.0,36810.0,42620.0,35510.0,38280.0,34910.0,35210.0,36960.0,38370.0,37060.0,44710.0,31920.0,41150.0,37480.0,23290.0,22890.0,34630.0,910180.0,10460.0,1530.0,23220.0,10870.0,82470.0,11020.0,14980.0,2880.0,2000.0,63280.0,26080.0,3510.0,5340.0,40370.0,17360.0,4660.0,7290.0,9290.0,12820.0,3440.0,18390.0,18970.0,25230.0,11800.0,6920.0,18890.0,1280.0,6750.0,10650.0,5320.0,42060.0,5650.0,65010.0,20080.0,1930.0,30850.0,9380.0,13590.0,37830.0,4270.0,11280.0,5760.0,11460.0,78330.0,12020.0,1160.0,23360.0,26500.0,5470.0,25580.0,1540.0,210.0,4030.0,120.0
Help customers find the location of products.,help customers find the location of products,Provide customers with general information or assistance.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,Cashiers,cashiers,41-2011.00,Cashiers,41-2011,41-2011.00,Cashiers,Retail Sales Workers,Sales and Related Occupations,2026-05-31,0.0113071264295034,4.794989084104377,False,2.916503076923077,4.26,80.77,0.2054483953930449,0.1,E1,E0,32880.0,28250.0,36130.0,34600.0,27670.0,37100.0,36870.0,35550.0,33490.0,38880.0,30530.0,29070.0,36780.0,30370.0,34490.0,29670.0,28970.0,28800.0,28590.0,26750.0,34930.0,34390.0,35520.0,29740.0,34620.0,26390.0,30520.0,34190.0,30250.0,29870.0,33840.0,34590.0,30120.0,35500.0,28880.0,31460.0,29260.0,28180.0,35300.0,29220.0,34860.0,28530.0,29780.0,28590.0,29230.0,31600.0,35720.0,30580.0,38720.0,26370.0,30880.0,30810.0,21610.0,22140.0,28040.0,3089410.0,46420.0,5810.0,72570.0,28270.0,336110.0,51670.0,30920.0,11450.0,6060.0,201370.0,97540.0,10780.0,17200.0,139630.0,68350.0,41450.0,33080.0,44550.0,46350.0,14240.0,49910.0,58880.0,92930.0,58190.0,30490.0,69430.0,12170.0,20650.0,30160.0,17250.0,107680.0,19020.0,158890.0,106440.0,9510.0,103020.0,41140.0,37660.0,110950.0,9260.0,56550.0,12860.0,63350.0,245730.0,22940.0,7030.0,83890.0,61050.0,17360.0,65380.0,5840.0,1620.0,27320.0,770.0
Help customers try on or fit merchandise.,help customers try on or fit merchandise,Assist customers with product selection.,"Provide general assistance to others, such as customers, patrons, or motorists.",Assisting and Caring for Others,Retail Salespersons,retail salespersons,41-2031.00,Retail Salespersons,41-2031,41-2031.00,Retail Salespersons,Retail Sales Workers,Sales and Related Occupations,2026-05-31,0.0030529241359659,4.6,True,3.5919834615384616,4.14,60.77,0.220822588294577,0.1,E1,E0,35410.0,30040.0,37290.0,35720.0,29270.0,38440.0,37950.0,36490.0,35360.0,38500.0,34010.0,30840.0,37790.0,35080.0,35370.0,31530.0,31360.0,32180.0,29650.0,29490.0,36640.0,35510.0,36610.0,34640.0,36370.0,28640.0,33460.0,36270.0,31870.0,34190.0,36200.0,36520.0,33300.0,37720.0,31370.0,36040.0,30800.0,29660.0,36770.0,31200.0,34860.0,30690.0,34370.0,31950.0,30800.0,33900.0,37400.0,34240.0,39560.0,28950.0,34480.0,34310.0,24000.0,22560.0,28790.0,3897860.0,60880.0,7890.0,93920.0,35510.0,376460.0,76660.0,42410.0,13400.0,4660.0,333460.0,143120.0,19180.0,20180.0,126610.0,83670.0,41000.0,33360.0,51250.0,49570.0,18450.0,79320.0,86860.0,111010.0,74840.0,38400.0,67140.0,13490.0,22780.0,43920.0,23880.0,72530.0,23800.0,238540.0,127540.0,11320.0,137370.0,43830.0,48090.0,141790.0,12830.0,67310.0,14180.0,87380.0,341640.0,47570.0,8250.0,100290.0,84850.0,19050.0,67640.0,8770.0,1540.0,41230.0,1300.0
"Identify, analyze, and document problems with program function, output, online screen, or content.",identify analyze and document problems with program function output online screen or content,Analyze data to identify or resolve operational problems.,Analyze data to improve operations.,Analyzing Data or Information,"Software Developers, Applications",software developers applications,15-1132.00,Software Quality Assurance Analysts and Testers,15-1253,15-1253.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,1.8317544815795603,4.698918208472349,False,4.072436538461538,4.7,100.0,0.304224405993986,0.1,E2,E1,114549.41176470587,108307.0588235294,114549.41176470587,110045.29411764706,111294.89619377164,143515.58823529413,128445.88235294116,109510.0,114782.35294117648,114191.17647058824,110165.0,112089.11764705884,109759.70588235294,120062.54325259516,113710.0,93134.70588235294,97098.82352941176,100614.41176470587,88776.76470588235,78453.82352941176,98043.23529411764,120022.9411764706,136121.76470588235,107406.76470588236,110872.0588235294,84885.29411764706,98662.0588235294,109772.9411764706,102180.29411764706,119163.13148788927,117653.5294117647,124798.5294117647,119148.82352941176,135779.41176470587,111493.5294117647,90934.11764705884,103205.58823529413,90770.58823529413,119530.58823529413,103874.70588235294,111107.64705882352,107836.76470588236,77240.29411764706,101195.58823529413,111652.9411764706,97212.0588235294,92335.88235294116,126400.88235294116,140793.5294117647,81291.17647058824,100160.58823529413,114750.1903114187,114549.41176470587,67413.23529411765,114549.41176470587,672406.1764705882,6836.176470588235,1117.8529411764705,14941.764705882351,5745.588235294118,110753.52941176471,17472.05882352941,5204.117647058823,1445.2941176470588,2494.1176470588234,35416.17647058824,20889.117647058825,2341.4117647058824,2239.1176470588234,22635.29411764706,5660.588235294117,3601.176470588235,5164.705882352941,3080.2941176470586,1624.4117647058824,1166.470588235294,14120.294117647058,20082.647058823528,16414.70588235294,13390.588235294115,845.0000000000001,8459.117647058823,800.2941176470589,3187.6470588235293,2321.470588235294,4027.941176470588,21115.29411764706,1585.5882352941176,43799.70588235294,24930.58823529412,604.4117647058824,17467.35294117647,3321.7647058823527,8307.35294117647,21156.17647058824,1910.8823529411768,5457.352941176471,918.8235294117646,7191.764705882353,66272.05882352941,12092.35294117647,677.9411764705883,35434.117647058825,40018.82352941176,1121.1764705882351,9600.882352941177,1304.3529411764705,286.0,836.1764705882354,138.0
"Identify, analyze, and document problems with program function, output, online screen, or content.",identify analyze and document problems with program function output online screen or content,Troubleshoot issues with computer applications or systems.,Resolve computer problems.,Working with Computers,"Software Developers, Applications",software developers applications,15-1132.00,Software Quality Assurance Analysts and Testers,15-1253,15-1253.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,1.8317544815795603,4.698918208472349,False,4.072436538461538,4.7,100.0,0.304224405993986,0.1,E2,E1,114549.41176470587,108307.0588235294,114549.41176470587,110045.29411764706,111294.89619377164,143515.58823529413,128445.88235294116,109510.0,114782.35294117648,114191.17647058824,110165.0,112089.11764705884,109759.70588235294,120062.54325259516,113710.0,93134.70588235294,97098.82352941176,100614.41176470587,88776.76470588235,78453.82352941176,98043.23529411764,120022.9411764706,136121.76470588235,107406.76470588236,110872.0588235294,84885.29411764706,98662.0588235294,109772.9411764706,102180.29411764706,119163.13148788927,117653.5294117647,124798.5294117647,119148.82352941176,135779.41176470587,111493.5294117647,90934.11764705884,103205.58823529413,90770.58823529413,119530.58823529413,103874.70588235294,111107.64705882352,107836.76470588236,77240.29411764706,101195.58823529413,111652.9411764706,97212.0588235294,92335.88235294116,126400.88235294116,140793.5294117647,81291.17647058824,100160.58823529413,114750.1903114187,114549.41176470587,67413.23529411765,114549.41176470587,672406.1764705882,6836.176470588235,1117.8529411764705,14941.764705882351,5745.588235294118,110753.52941176471,17472.05882352941,5204.117647058823,1445.2941176470588,2494.1176470588234,35416.17647058824,20889.117647058825,2341.4117647058824,2239.1176470588234,22635.29411764706,5660.588235294117,3601.176470588235,5164.705882352941,3080.2941176470586,1624.4117647058824,1166.470588235294,14120.294117647058,20082.647058823528,16414.70588235294,13390.588235294115,845.0000000000001,8459.117647058823,800.2941176470589,3187.6470588235293,2321.470588235294,4027.941176470588,21115.29411764706,1585.5882352941176,43799.70588235294,24930.58823529412,604.4117647058824,17467.35294117647,3321.7647058823527,8307.35294117647,21156.17647058824,1910.8823529411768,5457.352941176471,918.8235294117646,7191.764705882353,66272.05882352941,12092.35294117647,677.9411764705883,35434.117647058825,40018.82352941176,1121.1764705882351,9600.882352941177,1304.3529411764705,286.0,836.1764705882354,138.0
"Identify, analyze, and document problems with program function, output, online screen, or content.",identify analyze and document problems with program function output online screen or content,Document operational activities.,Maintain operational records.,Documenting/Recording Information,"Software Developers, Applications",software developers applications,15-1132.00,Software Quality Assurance Analysts and Testers,15-1253,15-1253.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,1.8317544815795603,4.698918208472349,False,4.072436538461538,4.7,100.0,0.304224405993986,0.1,E2,E1,114549.41176470587,108307.0588235294,114549.41176470587,110045.29411764706,111294.89619377164,143515.58823529413,128445.88235294116,109510.0,114782.35294117648,114191.17647058824,110165.0,112089.11764705884,109759.70588235294,120062.54325259516,113710.0,93134.70588235294,97098.82352941176,100614.41176470587,88776.76470588235,78453.82352941176,98043.23529411764,120022.9411764706,136121.76470588235,107406.76470588236,110872.0588235294,84885.29411764706,98662.0588235294,109772.9411764706,102180.29411764706,119163.13148788927,117653.5294117647,124798.5294117647,119148.82352941176,135779.41176470587,111493.5294117647,90934.11764705884,103205.58823529413,90770.58823529413,119530.58823529413,103874.70588235294,111107.64705882352,107836.76470588236,77240.29411764706,101195.58823529413,111652.9411764706,97212.0588235294,92335.88235294116,126400.88235294116,140793.5294117647,81291.17647058824,100160.58823529413,114750.1903114187,114549.41176470587,67413.23529411765,114549.41176470587,672406.1764705882,6836.176470588235,1117.8529411764705,14941.764705882351,5745.588235294118,110753.52941176471,17472.05882352941,5204.117647058823,1445.2941176470588,2494.1176470588234,35416.17647058824,20889.117647058825,2341.4117647058824,2239.1176470588234,22635.29411764706,5660.588235294117,3601.176470588235,5164.705882352941,3080.2941176470586,1624.4117647058824,1166.470588235294,14120.294117647058,20082.647058823528,16414.70588235294,13390.588235294115,845.0000000000001,8459.117647058823,800.2941176470589,3187.6470588235293,2321.470588235294,4027.941176470588,21115.29411764706,1585.5882352941176,43799.70588235294,24930.58823529412,604.4117647058824,17467.35294117647,3321.7647058823527,8307.35294117647,21156.17647058824,1910.8823529411768,5457.352941176471,918.8235294117646,7191.764705882353,66272.05882352941,12092.35294117647,677.9411764705883,35434.117647058825,40018.82352941176,1121.1764705882351,9600.882352941177,1304.3529411764705,286.0,836.1764705882354,138.0
Identify and analyze industry or geographic trends with business strategy implications.,identify and analyze industry or geographic trends with business strategy implications,Analyze market or customer related data.,Analyze market or industry conditions.,Analyzing Data or Information,Business Intelligence Analysts,business intelligence analysts,15-1199.08,Business Intelligence Analysts,15-2051,15-2051.01,Data Scientists,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.878163921253515,False,0.780371923076923,3.86,100.0,0.4477113461249396,0.7,E2,E2,120230.0,103120.0,84110.0,107240.0,109390.0,141590.0,117400.0,126340.0,120230.0,126490.0,115820.0,104340.0,102130.0,89380.0,106560.0,91470.0,95830.0,98130.0,91760.0,78760.0,90880.0,136370.0,131750.0,100590.0,128800.0,69490.0,97090.0,100490.0,98230.0,98540.0,100620.0,135280.0,95850.0,130460.0,119090.0,81900.0,102630.0,86310.0,125990.0,106850.0,102440.0,91990.0,96150.0,100330.0,122090.0,108090.0,127070.0,126430.0,163350.0,85090.0,106680.0,120230.0,120230.0,80350.0,120230.0,137672.0,2738.0,362.0,7176.0,834.0,61864.0,9883.0,2770.0,1212.0,4218.0,16115.0,14573.0,472.0,2125.0,16556.0,5634.0,3620.0,771.0,2424.0,2046.0,1904.0,5256.0,14825.0,11583.0,6327.0,692.0,7444.0,346.0,3116.0,2644.0,1731.0,10119.0,881.0,37723.0,17988.0,330.0,9600.0,2990.0,3368.0,21734.0,1826.0,3750.000000000001,346.0,4391.0,40697.0,6862.0,200.00000000000003,14038.0,15108.0,614.0,6877.0,247.0,58.0,100.0,28.0
"Identify and classify documents or other electronic content according to characteristics such as security level, function, and metadata.",identify and classify documents or other electronic content according to characteristics such as security level function and metadata,Prepare data for analysis.,Process digital or online data.,Working with Computers,Document Management Specialists,document management specialists,15-1199.12,Document Management Specialists,15-1299,15-1299.03,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0339213792885103,4.982097446851795,False,1.6231515384615385,4.21,95.0,0.6244038810743421,0.5,E2,E2,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,123033.0,4459.0,1204.0,5510.0,1899.0,135900.0,20008.0,5256.0,860.0,29164.0,13710.0,34980.0,3527.0,1763.0,18923.0,5663.0,6528.0,2272.0,1850.0,8512.0,900.0,32318.0,10462.0,12615.0,7087.0,2459.0,14340.0,916.0,3866.0,4425.0,1645.0,20364.0,2798.0,11460.0,25586.0,1238.0,6150.0,5629.0,4154.0,14580.0,1407.0,7291.0,240.0,18533.0,96681.0,11326.0,2238.0,28825.0,24348.0,5731.0,7935.0,288.0,475.0,1492.0,68.0
Identify and correct deviations from database development standards.,identify and correct deviations from database development standards,Resolve computer software problems.,Resolve computer problems.,Working with Computers,Database Administrators,database administrators,15-1141.00,Database Architects,15-1243,15-1243.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.631578947368421,False,0.2739738461538461,3.57,100.0,0.0183862898387701,0.1,E2,E1,124813.68421052632,100586.84210526316,110946.31578947368,134281.05263157896,94979.47368421052,146117.8947368421,139309.47368421053,129222.1052631579,128056.84210526316,136759.47368421053,123920.0,125735.7894736842,113602.1052631579,106340.0,126563.15789473684,114834.2105263158,114427.36842105264,117434.2105263158,109395.7894736842,113637.39612188366,106753.68421052632,129302.1052631579,148028.94736842104,117875.7894736842,119428.94736842104,93944.2105263158,106233.15789473684,98676.31578947368,119877.8947368421,127345.26315789472,119830.0,122924.73684210528,109739.47368421052,126423.68421052632,125901.57894736844,96503.68421052632,117870.0,103882.63157894736,122254.2105263158,114412.13296398892,125877.8947368421,114690.52631578948,113803.15789473684,115308.94736842104,135803.68421052632,133428.42105263157,116146.8698060942,132132.63157894736,124288.42105263156,103203.71191135734,121898.42105263156,106988.97506925208,124813.68421052632,77203.15789473684,124813.68421052632,48904.73684210527,931.0526315789474,78.42105263157895,1166.3157894736842,385.2631578947368,6643.684210526316,1642.6315789473686,1001.0526315789472,369.5263157894737,693.1578947368421,2652.1052631578946,2535.263157894737,76.8421052631579,226.3157894736842,1905.7894736842104,681.0526315789473,290.5263157894737,393.6842105263158,476.3157894736842,472.3684210526316,219.4736842105263,1761.578947368421,2530.0,1288.9473684210527,1147.3684210526314,142.10526315789474,1296.3157894736842,218.94736842105263,547.0,403.1578947368421,174.73684210526315,2551.052631578947,309.4736842105263,3740.5263157894738,3164.736842105264,68.42105263157895,1836.842105263158,830.5263157894738,868.9473684210526,2675.789473684211,210.52631578947367,1088.421052631579,94.73684210526316,1226.842105263158,7495.263157894737,870.0,105.52631578947368,5546.315789473685,2459.4736842105262,170.5263157894737,814.7368421052632,134.73684210526315,21.000000000000004,106.3157894736842,10.0
"Identify and develop commercial or technical specifications, such as usability, pricing, checkout, or data security, to promote transactional internet-enabled commerce functionality.",identify and develop commercial or technical specifications such as usability pricing checkout or data security to promote transactional internetenabled commerce functionality,Develop specifications or procedures for website development or maintenance.,Develop technical specifications for products or operations.,Thinking Creatively,Search Marketing Strategists,search marketing strategists,15-1199.10,Search Marketing Strategists,13-1161,13-1161.01,Market Research Analysts and Marketing Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.62701126307321,False,0.1051903846153846,3.0,60.87,0.0375863012997044,0.6,E1,E2,78760.0,59530.0,66710.0,71940.0,65430.0,94700.0,93050.0,77740.0,101270.0,98090.0,75450.0,75850.0,59390.0,60970.0,79120.0,63700.0,66390.0,70430.0,61480.0,59690.0,71980.0,76370.0,101810.0,66780.0,87510.0,56640.0,70140.0,68080.0,60000.0,71840.0,64570.0,88190.0,61950.0,98580.0,78410.0,61580.0,72790.0,61940.0,79150.0,68760.0,86240.0,69440.0,63490.0,69790.0,72520.0,62630.0,74880.0,76980.0,95120.0,52340.0,64800.0,60990.0,42240.0,39330.0,59990.0,449790.0,9503.0,646.0,17952.0,7079.0,134863.0,31578.0,11247.0,3570.0000000000005,7181.0,60770.0,27810.0,1824.0,4281.0,45940.0,14400.0,10058.0,8089.999999999999,7124.0,6071.0,2707.0,15370.0,44977.0,27432.0,24103.0,2968.0,16865.0,1654.0,4281.0,6547.0,4757.0,26039.0,1824.0,91177.0,30700.0,1756.0,31000.0,7498.0,12810.0,31040.0,3636.0,13501.0,1733.0,14770.0,71753.0,14510.0,860.0000000000001,29007.0,27704.0,1869.0,17669.0,963.0,91.0,2741.0,102.0
"Identify and resolve conflicts related to the meanings of words, concepts, practices, or behaviors.",identify and resolve conflicts related to the meanings of words concepts practices or behaviors,Translate information for others.,"Interpret language, cultural, or religious information for others.",Interpreting the Meaning of Information for Others,Interpreters and Translators,interpreters and translators,27-3091.00,Interpreters and Translators,27-3091,27-3091.00,Miscellaneous Media and Communication Workers,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0113071264295034,4.5650531045751634,False,3.152446153846154,4.3,92.63,0.2485647637534742,0.1,E1,E1,60170.0,46130.0,60170.0,50150.0,52490.0,70770.0,71790.0,68340.0,60170.0,109970.0,48930.0,57880.0,42270.0,66130.0,55290.0,48140.0,48150.0,47950.0,53590.0,48420.0,63470.0,88550.0,72750.0,45310.0,66410.0,57130.0,57010.0,47850.0,53050.0,50370.0,56370.0,58970.0,63550.0,84090.0,50030.0,48190.0,61230.0,48980.0,66300.0,57040.0,82320.0,50860.0,53140.0,51080.0,47510.0,65770.0,62450.0,63030.0,61750.0,60170.0,63390.0,60170.0,60170.0,42990.0,60170.0,52060.0,310.0,150.0,2070.0,220.0,5560.0,800.0000000000001,280.0,110.0,280.0,4200.0,1600.0000000000002,59.99999999999999,300.0,1510.0,1170.0,560.0,470.0,480.0,120.0,90.0,1150.0,2280.0,940.0,1030.0,80.0,440.0,59.99999999999999,570.0,320.0,240.0,870.0,360.0,3240.0,1780.0,130.0,2030.0,320.0,660.0,1420.0,200.00000000000003,520.0,230.0,710.0,6780.0,849.9999999999999,80.0,1630.0,1250.0,120.0,1410.0,93.0,22.0,130.0,11.0
"Identify, classify, and study structure, behavior, ecology, physiology, nutrition, culture, and distribution of plant and animal species.",identify classify and study structure behavior ecology physiology nutrition culture and distribution of plant and animal species,Classify organisms based on their characteristics or behavior.,Research biological or ecological phenomena.,Getting Information,Biologists,biologists,19-1020.01,Biologists,19-1029,19-1029.04,Biological Scientists,Life Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.66663253813863,True,1.8599107692307693,3.98,88.9,0.6993411341134113,0.5,E0,E2,98920.0,87260.0,106870.0,90290.0,76400.0,113530.0,93970.0,111940.0,113400.0,84590.0,83780.0,96820.0,95600.0,83320.0,82640.0,84570.0,82720.0,76400.0,79400.0,69590.0,104570.0,121680.0,107100.0,81540.0,76400.0,91170.0,63290.0,91560.0,82770.0,74210.0,83740.0,104750.0,84120.0,104120.0,100070.0,98920.0,95560.0,79950.0,86260.0,100780.0,101750.0,91560.0,73920.0,80500.0,80870.0,93250.0,77960.0,96030.0,108110.0,84590.0,78480.0,91560.0,78850.0,76400.0,98920.0,13828.0,253.0,275.0,565.0,267.0,8824.0,631.0,126.0,43.0,631.0,1426.0,914.0,275.0,319.0,966.0,475.0,409.0,565.0,193.0,431.0,253.0,3692.0,2176.0,639.0,557.0,238.0,832.0,409.0,178.0,305.0,230.0,401.0,312.0,1872.0,2065.0,38.0,453.0,223.0,520.0,1344.0,74.0,178.0,126.0,312.0,1842.0,438.0,67.0,1226.0,1946.0,171.0,550.0,126.0,37.0,193.0,3.0
"Identify, classify, and study structure, behavior, ecology, physiology, nutrition, culture, and distribution of plant and animal species.",identify classify and study structure behavior ecology physiology nutrition culture and distribution of plant and animal species,Examine characteristics or behavior of living organisms.,Research biological or ecological phenomena.,Getting Information,Biologists,biologists,19-1020.01,Biologists,19-1029,19-1029.04,Biological Scientists,Life Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.66663253813863,True,1.8599107692307693,3.98,88.9,0.6993411341134113,0.5,E0,E2,98920.0,87260.0,106870.0,90290.0,76400.0,113530.0,93970.0,111940.0,113400.0,84590.0,83780.0,96820.0,95600.0,83320.0,82640.0,84570.0,82720.0,76400.0,79400.0,69590.0,104570.0,121680.0,107100.0,81540.0,76400.0,91170.0,63290.0,91560.0,82770.0,74210.0,83740.0,104750.0,84120.0,104120.0,100070.0,98920.0,95560.0,79950.0,86260.0,100780.0,101750.0,91560.0,73920.0,80500.0,80870.0,93250.0,77960.0,96030.0,108110.0,84590.0,78480.0,91560.0,78850.0,76400.0,98920.0,13828.0,253.0,275.0,565.0,267.0,8824.0,631.0,126.0,43.0,631.0,1426.0,914.0,275.0,319.0,966.0,475.0,409.0,565.0,193.0,431.0,253.0,3692.0,2176.0,639.0,557.0,238.0,832.0,409.0,178.0,305.0,230.0,401.0,312.0,1872.0,2065.0,38.0,453.0,223.0,520.0,1344.0,74.0,178.0,126.0,312.0,1842.0,438.0,67.0,1226.0,1946.0,171.0,550.0,126.0,37.0,193.0,3.0
"Identify, collect, record, or analyze data relevant to the nursing care of patients.",identify collect record or analyze data relevant to the nursing care of patients,Analyze health-related data.,Analyze health or medical data.,Analyzing Data or Information,Informatics Nurse Specialists,informatics nurse specialists,15-1121.01,Health Informatics Specialists,15-1211,15-1211.01,Computer and Information Analysts,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.979653811114485,False,1.1103292307692307,4.24,100.0,0.3647576338455701,0.4,E1,E2,105850.0,101770.0,88520.0,103530.0,81760.0,127720.0,127750.0,109600.0,110560.0,116820.0,101900.0,106240.0,88640.0,75310.0,101570.0,98810.0,95920.0,100770.0,95090.0,95660.0,95820.0,113610.0,128240.0,103410.0,106350.0,86280.0,92060.0,91310.0,91810.0,104060.0,107670.0,122890.0,98220.0,109610.0,106850.0,105470.0,102320.0,95930.0,121620.0,98550.0,134630.0,98280.0,99790.0,95630.0,107390.0,98770.0,99610.0,120840.0,129410.0,105850.0,100440.0,109780.0,59900.0,63730.0,59430.0,98504.0,2488.0,159.0,4296.0,1555.0,22396.0,2362.0,1820.0,812.0,940.0,13375.0,4414.0,633.0,626.0,7815.0,3663.0,1805.0,1418.0,2249.0,1130.0,940.0,5817.0,8403.0,5335.0,4296.0,1990.0,2931.0,322.0,925.0,963.0,793.0,6264.0,868.0,9139.0,7929.0,106.0,7277.0,3710.0,2139.0,7376.0,1850.0,7700.0,421.0,3875.0,18198.0,1119.0,224.0,8794.0,9146.0,391.0,3163.0,118.0,60.0,485.0,15.0
"Identify, collect, record, or analyze data relevant to the nursing care of patients.",identify collect record or analyze data relevant to the nursing care of patients,Document operational activities.,Maintain operational records.,Documenting/Recording Information,Informatics Nurse Specialists,informatics nurse specialists,15-1121.01,Health Informatics Specialists,15-1211,15-1211.01,Computer and Information Analysts,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.979653811114485,False,1.1103292307692307,4.24,100.0,0.3647576338455701,0.4,E1,E2,105850.0,101770.0,88520.0,103530.0,81760.0,127720.0,127750.0,109600.0,110560.0,116820.0,101900.0,106240.0,88640.0,75310.0,101570.0,98810.0,95920.0,100770.0,95090.0,95660.0,95820.0,113610.0,128240.0,103410.0,106350.0,86280.0,92060.0,91310.0,91810.0,104060.0,107670.0,122890.0,98220.0,109610.0,106850.0,105470.0,102320.0,95930.0,121620.0,98550.0,134630.0,98280.0,99790.0,95630.0,107390.0,98770.0,99610.0,120840.0,129410.0,105850.0,100440.0,109780.0,59900.0,63730.0,59430.0,98504.0,2488.0,159.0,4296.0,1555.0,22396.0,2362.0,1820.0,812.0,940.0,13375.0,4414.0,633.0,626.0,7815.0,3663.0,1805.0,1418.0,2249.0,1130.0,940.0,5817.0,8403.0,5335.0,4296.0,1990.0,2931.0,322.0,925.0,963.0,793.0,6264.0,868.0,9139.0,7929.0,106.0,7277.0,3710.0,2139.0,7376.0,1850.0,7700.0,421.0,3875.0,18198.0,1119.0,224.0,8794.0,9146.0,391.0,3163.0,118.0,60.0,485.0,15.0
"Identify, compile, abstract, and code patient data, using standard classification systems.",identify compile abstract and code patient data using standard classification systems,"Collect medical information from patients, family members, or other medical professionals.",Collect information about patients or clients.,Getting Information,Medical Records and Health Information Technicians,medical records and health information technicians,29-2071.00,Medical Records Specialists,29-2072,29-2072.00,Medical Records Specialists,Health Technologists and Technicians,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0113071264295034,4.997060058798824,False,2.148299269230769,4.593999999999999,94.73685714285716,0.7769212588051679,0.2110628390441118,E0,E2,58374.28571428572,50051.83673469388,65380.0,48962.857142857145,63837.142857142855,74212.85714285714,67355.71428571429,67454.28571428571,61558.57142857143,73505.71428571429,59127.142857142855,59530.0,58358.57142857143,54677.142857142855,59157.142857142855,47155.71428571428,63480.0,53247.142857142855,48804.28571428572,53614.28571428572,51331.42857142857,61000.0,69380.0,56275.71428571428,74057.14285714286,43857.142857142855,54448.57142857143,62597.142857142855,50748.57142857143,56004.28571428572,62842.857142857145,55254.28571428572,50840.0,67548.57142857143,55358.57142857143,61232.857142857145,59707.142857142855,49924.28571428572,70670.0,52471.42857142857,67457.14285714286,50101.42857142857,55522.857142857145,55542.857142857145,60842.857142857145,62491.42857142857,64232.857142857145,55762.857142857145,61142.857142857145,53347.142857142855,72700.0,68931.42857142857,47000.40816326531,27582.85714285714,58374.28571428572,127597.14285714288,2069.8571428571427,641.4285714285714,2528.5714285714284,1552.7142857142858,11937.14285714286,1175.7142857142858,717.1428571428571,517.8571428571429,188.57142857142856,13291.428571428572,4087.142857142857,292.8571428571429,1091.4285714285716,3665.714285714286,3794.285714285714,1401.4285714285716,1421.428571428571,2971.428571428572,1575.7142857142858,657.1428571428572,1895.7142857142856,2377.1428571428573,3231.428571428572,2245.714285714286,1371.4285714285716,2621.428571428571,550.0,1048.5714285714284,1450.0,604.2857142857143,3262.8571428571427,851.4285714285714,6045.714285714285,4878.571428571428,322.8571428571429,5322.857142857143,1678.5714285714284,1745.7142857142858,4450.0,392.8571428571429,1772.857142857143,574.2857142857143,2785.714285714286,11068.571428571428,1697.857142857143,176.0,2975.714285714286,3149.9999999999995,762.8571428571429,1918.571428571429,181.42857142857144,63.142857142857146,1095.7142857142856,26.0
"Identify, compile, abstract, and code patient data, using standard classification systems.",identify compile abstract and code patient data using standard classification systems,Code data or other information.,Process digital or online data.,Working with Computers,Medical Records and Health Information Technicians,medical records and health information technicians,29-2071.00,Medical Records Specialists,29-2072,29-2072.00,Medical Records Specialists,Health Technologists and Technicians,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0113071264295034,4.997060058798824,False,2.148299269230769,4.593999999999999,94.73685714285716,0.7769212588051679,0.2110628390441118,E0,E2,58374.28571428572,50051.83673469388,65380.0,48962.857142857145,63837.142857142855,74212.85714285714,67355.71428571429,67454.28571428571,61558.57142857143,73505.71428571429,59127.142857142855,59530.0,58358.57142857143,54677.142857142855,59157.142857142855,47155.71428571428,63480.0,53247.142857142855,48804.28571428572,53614.28571428572,51331.42857142857,61000.0,69380.0,56275.71428571428,74057.14285714286,43857.142857142855,54448.57142857143,62597.142857142855,50748.57142857143,56004.28571428572,62842.857142857145,55254.28571428572,50840.0,67548.57142857143,55358.57142857143,61232.857142857145,59707.142857142855,49924.28571428572,70670.0,52471.42857142857,67457.14285714286,50101.42857142857,55522.857142857145,55542.857142857145,60842.857142857145,62491.42857142857,64232.857142857145,55762.857142857145,61142.857142857145,53347.142857142855,72700.0,68931.42857142857,47000.40816326531,27582.85714285714,58374.28571428572,127597.14285714288,2069.8571428571427,641.4285714285714,2528.5714285714284,1552.7142857142858,11937.14285714286,1175.7142857142858,717.1428571428571,517.8571428571429,188.57142857142856,13291.428571428572,4087.142857142857,292.8571428571429,1091.4285714285716,3665.714285714286,3794.285714285714,1401.4285714285716,1421.428571428571,2971.428571428572,1575.7142857142858,657.1428571428572,1895.7142857142856,2377.1428571428573,3231.428571428572,2245.714285714286,1371.4285714285716,2621.428571428571,550.0,1048.5714285714284,1450.0,604.2857142857143,3262.8571428571427,851.4285714285714,6045.714285714285,4878.571428571428,322.8571428571429,5322.857142857143,1678.5714285714284,1745.7142857142858,4450.0,392.8571428571429,1772.857142857143,574.2857142857143,2785.714285714286,11068.571428571428,1697.857142857143,176.0,2975.714285714286,3149.9999999999995,762.8571428571429,1918.571428571429,181.42857142857144,63.142857142857146,1095.7142857142856,26.0
"Identify, compile, abstract, and code patient data, using standard classification systems.",identify compile abstract and code patient data using standard classification systems,"Collect medical information from patients, family members, or other medical professionals.",Collect information about patients or clients.,Getting Information,Medical Records and Health Information Technicians,medical records and health information technicians,29-2071.00,Health Information Technologists and Medical Registrars,29-9021,29-9021.00,Health Information Technologists and Medical Registrars,Other Healthcare Practitioners and Technical Occupations,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0113071264295034,4.997060058798824,False,2.148299269230769,4.593999999999999,94.73685714285716,0.6788095958691222,0.2110628390441118,E0,E2,58374.28571428572,50051.83673469388,65380.0,48962.857142857145,63837.142857142855,74212.85714285714,67355.71428571429,67454.28571428571,61558.57142857143,73505.71428571429,59127.142857142855,59530.0,58358.57142857143,54677.142857142855,59157.142857142855,47155.71428571428,63480.0,53247.142857142855,48804.28571428572,53614.28571428572,51331.42857142857,61000.0,69380.0,56275.71428571428,74057.14285714286,43857.142857142855,54448.57142857143,62597.142857142855,50748.57142857143,56004.28571428572,62842.857142857145,55254.28571428572,50840.0,67548.57142857143,55358.57142857143,61232.857142857145,59707.142857142855,49924.28571428572,70670.0,52471.42857142857,67457.14285714286,50101.42857142857,55522.857142857145,55542.857142857145,60842.857142857145,62491.42857142857,64232.857142857145,55762.857142857145,61142.857142857145,53347.142857142855,72700.0,68931.42857142857,47000.40816326531,27582.85714285714,58374.28571428572,127597.14285714288,2069.8571428571427,641.4285714285714,2528.5714285714284,1552.7142857142858,11937.14285714286,1175.7142857142858,717.1428571428571,517.8571428571429,188.57142857142856,13291.428571428572,4087.142857142857,292.8571428571429,1091.4285714285716,3665.714285714286,3794.285714285714,1401.4285714285716,1421.428571428571,2971.428571428572,1575.7142857142858,657.1428571428572,1895.7142857142856,2377.1428571428573,3231.428571428572,2245.714285714286,1371.4285714285716,2621.428571428571,550.0,1048.5714285714284,1450.0,604.2857142857143,3262.8571428571427,851.4285714285714,6045.714285714285,4878.571428571428,322.8571428571429,5322.857142857143,1678.5714285714284,1745.7142857142858,4450.0,392.8571428571429,1772.857142857143,574.2857142857143,2785.714285714286,11068.571428571428,1697.857142857143,176.0,2975.714285714286,3149.9999999999995,762.8571428571429,1918.571428571429,181.42857142857144,63.142857142857146,1095.7142857142856,26.0
"Identify, compile, abstract, and code patient data, using standard classification systems.",identify compile abstract and code patient data using standard classification systems,Code data or other information.,Process digital or online data.,Working with Computers,Medical Records and Health Information Technicians,medical records and health information technicians,29-2071.00,Health Information Technologists and Medical Registrars,29-9021,29-9021.00,Health Information Technologists and Medical Registrars,Other Healthcare Practitioners and Technical Occupations,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0113071264295034,4.997060058798824,False,2.148299269230769,4.593999999999999,94.73685714285716,0.6788095958691222,0.2110628390441118,E0,E2,58374.28571428572,50051.83673469388,65380.0,48962.857142857145,63837.142857142855,74212.85714285714,67355.71428571429,67454.28571428571,61558.57142857143,73505.71428571429,59127.142857142855,59530.0,58358.57142857143,54677.142857142855,59157.142857142855,47155.71428571428,63480.0,53247.142857142855,48804.28571428572,53614.28571428572,51331.42857142857,61000.0,69380.0,56275.71428571428,74057.14285714286,43857.142857142855,54448.57142857143,62597.142857142855,50748.57142857143,56004.28571428572,62842.857142857145,55254.28571428572,50840.0,67548.57142857143,55358.57142857143,61232.857142857145,59707.142857142855,49924.28571428572,70670.0,52471.42857142857,67457.14285714286,50101.42857142857,55522.857142857145,55542.857142857145,60842.857142857145,62491.42857142857,64232.857142857145,55762.857142857145,61142.857142857145,53347.142857142855,72700.0,68931.42857142857,47000.40816326531,27582.85714285714,58374.28571428572,127597.14285714288,2069.8571428571427,641.4285714285714,2528.5714285714284,1552.7142857142858,11937.14285714286,1175.7142857142858,717.1428571428571,517.8571428571429,188.57142857142856,13291.428571428572,4087.142857142857,292.8571428571429,1091.4285714285716,3665.714285714286,3794.285714285714,1401.4285714285716,1421.428571428571,2971.428571428572,1575.7142857142858,657.1428571428572,1895.7142857142856,2377.1428571428573,3231.428571428572,2245.714285714286,1371.4285714285716,2621.428571428571,550.0,1048.5714285714284,1450.0,604.2857142857143,3262.8571428571427,851.4285714285714,6045.714285714285,4878.571428571428,322.8571428571429,5322.857142857143,1678.5714285714284,1745.7142857142858,4450.0,392.8571428571429,1772.857142857143,574.2857142857143,2785.714285714286,11068.571428571428,1697.857142857143,176.0,2975.714285714286,3149.9999999999995,762.8571428571429,1918.571428571429,181.42857142857144,63.142857142857146,1095.7142857142856,26.0
Identify compliance issues that require follow-up or investigation.,identify compliance issues that require followup or investigation,Identify actions needed to bring properties or facilities into compliance with regulations.,Monitor operations to ensure compliance with regulations or standards.,"Monitoring Processes, Materials, or Surroundings",Compliance Managers,compliance managers,11-9199.02,Compliance Managers,11-9199,11-9199.02,Miscellaneous Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0015264620679829,5.0,False,1.071348076923077,4.41,95.74,0.1657229802616337,0.2,E0,E2,141900.0,135890.0,127950.0,129870.0,87520.0,174560.0,171140.0,162690.0,168060.0,175720.0,108890.0,125000.0,130000.0,131550.0,140240.0,79900.0,128080.0,131710.0,122930.0,103140.0,115920.0,159040.0,182950.0,134260.0,152600.0,101570.0,125760.0,110470.0,116430.0,112040.0,145630.0,161510.0,123550.0,167200.0,141160.0,126440.0,129940.0,131870.0,125580.0,131600.0,165900.0,129960.0,119470.0,99430.0,134390.0,134890.0,125440.0,166230.0,164160.0,124940.0,107050.0,113420.0,104010.0,82250.0,95530.0,131731.0,1668.0,1474.0,7232.0,4819.0,84333.0,11907.0,6208.0,1084.0,15727.0,32029.0,29370.0,528.0,1042.0,26829.0,5920.0,3049.0,2278.0,2024.0,11196.0,1575.0,14846.0,9002.0,7944.0,3523.0,813.0,9671.0,1355.0,2236.0,7715.0,1126.0,25635.0,3193.0,15642.0,18488.0,1728.0,6233.0,1135.0,6504.0,17082.0,669.0,1872.0,483.0,14829.0,52007.0,7783.0,898.0,18259.0,8884.0,3083.0,12060.0,720.0,152.0,4700.0,119.0
Identify compliance issues that require follow-up or investigation.,identify compliance issues that require followup or investigation,Evaluate information related to legal matters in public or personal records.,Consult legal materials or public records.,Getting Information,Compliance Officers,compliance officers,13-1041.00,Compliance Officers,13-1041,13-1041.00,Compliance Officers,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0015264620679829,5.0,False,1.071348076923077,4.41,95.74,0.1465373140415694,0.2,E1,E2,80730.0,72990.0,76430.0,74920.0,64680.0,96980.0,82450.0,91810.0,91050.0,111030.0,74920.0,70200.0,82590.0,75450.0,80550.0,78770.0,75620.0,69740.0,69240.0,70290.0,83740.0,84720.0,102060.0,77390.0,85920.0,67450.0,67270.0,66660.0,73920.0,78290.0,82800.0,100000.0,67990.0,90080.0,78500.0,79440.0,75030.0,63000.0,82990.0,85580.0,87620.0,75460.0,72630.0,63960.0,75370.0,67370.0,90420.0,80380.0,88790.0,64270.0,78800.0,79890.0,71930.0,48950.0,67990.0,20601.0,1117.0,920.0,3684.0,925.0,14782.0,2294.0,3610.0,637.0,1298.0,8796.0,4265.0,376.0,492.0,3156.0,1517.0,1085.0,1055.0,1292.0,1177.0,530.0,2993.0,3909.0,2881.0,1820.0,510.0,2075.0,439.0,1028.0,1304.0,513.0,3945.0,711.0,6964.0,3355.0,990.0,3331.0,1254.0,1588.0,5871.0,970.0,1411.0,335.0,7989.999999999999,12714.0,1114.0,581.0,4502.0,3298.0,510.0,1692.0,172.0,77.0,1621.0,230.0
Identify cost-reduction or process-improvement logistic opportunities.,identify costreduction or processimprovement logistic opportunities,Identify opportunities to improve operational efficiency.,Identify business or organizational opportunities.,"Identifying Objects, Actions, and Events",Logistics Engineers,logistics engineers,13-1081.01,Logistics Engineers,13-1081,13-1081.01,Logisticians and Project Management Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.9091000000000005,False,0.5143388461538461,4.26,100.0,0.3699088391332618,0.9980676091452206,E2,E2,82320.0,98450.0,87280.0,77620.0,78400.0,92890.0,96090.0,85450.0,96090.0,104770.0,76410.0,77570.0,100340.0,73920.0,80100.0,77670.0,78740.0,69520.0,68420.0,75230.0,77780.0,102700.0,100360.0,83200.0,82320.0,75160.0,78350.0,81270.0,65370.0,79600.0,81270.0,92280.0,98430.0,88240.0,80780.0,72800.0,83460.0,86600.0,83180.0,79340.0,76180.0,80330.0,80020.0,71280.0,75480.0,83300.0,83560.0,98920.0,107250.0,71590.0,73180.0,85550.0,65440.0,54380.0,68790.0,94678.0,5872.0,600.0,5431.0,2512.0,37269.0,5080.0,2489.0,588.0,1527.0,16994.0,14233.0,645.0,645.0,16032.0,3890.0,2806.0,2014.0,2930.0,1935.0,645.0,7739.0,5940.0,11620.0,3903.0,1765.0,3892.0,317.0,1697.0,1460.0,781.0,7105.0,962.0,7841.0,8893.0,351.0,10172.0,4333.0,3587.0,11292.0,622.0,5940.0,238.0,5646.0,23794.0,4254.0,294.0,11925.0,6415.0,668.0,5816.0,136.0,147.0,1256.0,45.0
"Identify, develop, or evaluate marketing strategy, based on knowledge of establishment objectives, market characteristics, and cost and markup factors.",identify develop or evaluate marketing strategy based on knowledge of establishment objectives market characteristics and cost and markup factors,Evaluate program effectiveness.,"Evaluate programs, practices, or processes.","Judging the Qualities of Objects, Services, or People",Marketing Managers,marketing managers,11-2021.00,Marketing Managers,11-2021,11-2021.00,Marketing and Sales Managers,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",Management Occupations,2026-05-31,0.0904570114360276,4.773377670294237,False,1.2916292307692308,4.3,98.32,0.7229399640106113,0.7,E2,E2,166790.0,120160.0,116270.0,132220.0,136520.0,193620.0,182730.0,169240.0,166790.0,177170.0,142620.0,160760.0,117770.0,142090.0,162860.0,136260.0,131120.0,154510.0,128930.0,120650.0,135380.0,154160.0,212020.0,138510.0,173300.0,100940.0,130550.0,165580.0,110570.0,107550.0,143280.0,180040.0,122980.0,181200.0,165480.0,125580.0,132330.0,126920.0,161560.0,150810.0,166790.0,143290.0,167750.0,131990.0,147880.0,139830.0,166790.0,187820.0,172270.0,98750.0,133600.0,161580.0,79890.0,166790.0,97760.0,395240.0,1540.0,240.0,4870.0,1860.0,54660.0,6010.0,5800.0,1060.0,3470.0,24820.0,8510.0,570.0,1320.0,21140.0,3350.0,2210.0,1570.0,1930.0,940.0,1320.0,6510.0,14270.0,6620.0,8500.0,770.0,6550.0,1292.0,1910.0,3430.0,1460.0,13510.0,800.0,54000.0,10790.0,180.0,10620.0,1420.0,4960.0,13840.0,1266.0,3760.0,220.0,7730.0,44680.0,6100.0,767.0,6890.0,8880.0,300.0,4890.0,100.0,120.0,2370.0,60.0
"Identify, develop, or evaluate marketing strategy, based on knowledge of establishment objectives, market characteristics, and cost and markup factors.",identify develop or evaluate marketing strategy based on knowledge of establishment objectives market characteristics and cost and markup factors,Develop marketing plans or strategies.,Develop business or marketing plans.,Thinking Creatively,Marketing Managers,marketing managers,11-2021.00,Marketing Managers,11-2021,11-2021.00,Marketing and Sales Managers,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",Management Occupations,2026-05-31,0.0904570114360276,4.773377670294237,False,1.2916292307692308,4.3,98.32,0.7229399640106113,0.7,E2,E2,166790.0,120160.0,116270.0,132220.0,136520.0,193620.0,182730.0,169240.0,166790.0,177170.0,142620.0,160760.0,117770.0,142090.0,162860.0,136260.0,131120.0,154510.0,128930.0,120650.0,135380.0,154160.0,212020.0,138510.0,173300.0,100940.0,130550.0,165580.0,110570.0,107550.0,143280.0,180040.0,122980.0,181200.0,165480.0,125580.0,132330.0,126920.0,161560.0,150810.0,166790.0,143290.0,167750.0,131990.0,147880.0,139830.0,166790.0,187820.0,172270.0,98750.0,133600.0,161580.0,79890.0,166790.0,97760.0,395240.0,1540.0,240.0,4870.0,1860.0,54660.0,6010.0,5800.0,1060.0,3470.0,24820.0,8510.0,570.0,1320.0,21140.0,3350.0,2210.0,1570.0,1930.0,940.0,1320.0,6510.0,14270.0,6620.0,8500.0,770.0,6550.0,1292.0,1910.0,3430.0,1460.0,13510.0,800.0,54000.0,10790.0,180.0,10620.0,1420.0,4960.0,13840.0,1266.0,3760.0,220.0,7730.0,44680.0,6100.0,767.0,6890.0,8880.0,300.0,4890.0,100.0,120.0,2370.0,60.0
"Identify factors that may affect patient management, such as age, gender, barriers to communication, and underlying disease.",identify factors that may affect patient management such as age gender barriers to communication and underlying disease,Analyze patient data to determine patient needs or treatment goals.,Analyze health or medical data.,Analyzing Data or Information,"Physicians and Surgeons, All Other",physicians and surgeons all other,29-1069.00,Emergency Medicine Physicians,29-1214,29-1214.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0113071264295034,4.93469222188419,False,5.8967,4.46,100.0,0.6519031362547267,0.3875283115804566,E2,E2,409608.4615384616,460318.4023668639,432768.5207100592,409608.4615384616,409608.4615384616,306224.5562130178,409608.4615384616,451247.6923076923,409608.4615384616,360388.5207100592,301876.1538461539,399499.2307692308,409608.4615384616,308281.5976331361,459566.0946745562,458673.8461538461,361674.6153846154,409608.4615384616,348831.53846153844,409608.4615384616,409608.4615384616,398824.6153846154,380866.21301775146,418346.1538461539,399556.21301775146,325259.2899408284,544798.4615384615,409608.4615384616,498535.3846153846,409608.4615384616,409608.4615384616,302047.6923076923,407196.9822485207,389543.8461538461,371776.9822485207,400606.21301775146,435993.8461538461,376725.4437869822,409608.4615384616,487844.5562130178,458674.6153846154,373182.3668639053,401133.9053254438,502133.7869822485,359900.76923076925,264633.90532544383,421030.0591715976,433535.325443787,508005.3846153846,453558.5207100592,514364.5562130178,409608.4615384616,409608.4615384616,409608.4615384616,409608.4615384616,25684.615384615383,108.46153846153848,126.76923076923076,489.5384615384616,131.07692307692307,2670.7692307692305,512.3076923076924,400.7692307692308,84.61538461538461,117.6923076923077,1533.8461538461538,962.6153846153846,82.3076923076923,269.6923076923077,813.8461538461538,694.6153846153846,202.30769230769232,236.0,485.2307692307692,399.38461538461536,220.00000000000003,505.2307692307692,714.6153846153846,646.9230769230769,726.9230769230769,265.38461538461536,328.76923076923083,114.15384615384616,288.46153846153845,255.00000000000003,254.6153846153846,593.6923076923077,224.6153846153846,3186.1538461538457,520.7692307692307,99.23076923076924,980.7692307692308,161.53846153846155,548.4615384615385,602.3076923076924,183.84615384615384,140.0,126.15384615384616,548.1538461538462,1366.1538461538462,204.61538461538464,102.3076923076923,869.2307692307693,406.2307692307692,214.6153846153846,770.7692307692307,38.61538461538461,11.0,110.6153846153846,5.0
Identify interested and qualified customers to provide them with additional information.,identify interested and qualified customers to provide them with additional information,Identify potential customers.,Identify business or organizational opportunities.,"Identifying Objects, Actions, and Events",Demonstrators and Product Promoters,demonstrators and product promoters,41-9011.00,Demonstrators and Product Promoters,41-9011,41-9011.00,"Models, Demonstrators, and Product Promoters",Other Sales and Related Workers,Sales and Related Occupations,2026-05-31,0.0226142528590069,4.9750278030532815,False,2.518435,4.2,72.13,0.1637884631383374,0.1,E0,E0,39320.0,28630.0,39320.0,39780.0,33640.0,46220.0,37750.0,36890.0,31200.0,39750.0,31300.0,32180.0,38490.0,31370.0,36550.0,47630.0,37050.0,33770.0,42910.0,29680.0,35880.0,38900.0,47590.0,50290.0,34180.0,28470.0,37740.0,33070.0,32180.0,45030.0,38510.0,36420.0,29110.0,49150.0,36650.0,32180.0,34610.0,45760.0,38430.0,36910.0,47600.0,38590.0,29560.0,35070.0,38780.0,38280.0,37040.0,41600.0,38670.0,39320.0,38220.0,39320.0,39320.0,22530.0,39320.0,64520.0,871.0,134.0,3130.0,180.0,18140.0,1150.0,490.0,200.0,150.0,3160.0,560.0,280.0,330.0,2890.0,530.0,280.0,380.0,480.0,798.0,190.0,170.0,1000.0,1360.0,1400.0,160.0,610.0,100.0,200.0,1200.0,60.0,1550.0,560.0,4510.0,2037.0,177.0,710.0,470.0,1700.0,720.0,50.0,190.0,70.0,430.0,4930.0,800.0,150.0,1870.0,4020.000000000001,289.0,220.0,116.0,27.0,930.0,13.0
"Identify, investigate, or resolve security breaches.",identify investigate or resolve security breaches,Maintain surveillance of individuals or establishments.,"Monitor safety or security of work areas, facilities, or properties.","Monitoring Processes, Materials, or Surroundings",Security Managers,security managers,11-9199.07,Security Managers,11-3013,11-3013.01,Administrative Services and Facilities Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,5.0,False,0.255505,4.6,100.0,0.1617384082739081,0.8999999999999999,E0,E2,106660.0,121010.0,113510.0,99880.0,89810.0,118620.0,122510.0,110990.0,129260.0,115770.0,98780.0,114360.0,108750.0,99870.0,106980.0,104560.0,99010.0,117270.0,100720.0,97120.0,98310.0,97700.0,124100.0,98150.0,109720.0,93640.0,100380.0,96100.0,102150.0,101850.0,106690.0,124110.0,108110.0,131350.0,108130.0,92040.0,97740.0,90390.0,110710.0,95290.0,106510.0,103940.0,101280.0,106730.0,99430.0,99320.0,88710.0,116540.0,139990.0,95050.0,103620.0,106330.0,79560.0,72500.0,66420.0,78090.0,940.0,870.0,3430.0,880.0,20550.0,2150.0,2650.0,240.0,930.0,8620.0,2670.0,760.0,610.0,9180.0,4110.0,2340.0,1080.0,1070.0,1160.0,670.0,5210.0,6070.0,4920.0,3000.0,930.0,1920.0,340.0,1430.0,1250.0,550.0,5690.0,390.0,9580.0,4810.0,270.0,6030.0,1040.0,1830.0,6870.0,470.0,1750.0,370.0,2580.0,13140.0,1770.0,500.0,2950.0,2790.0,610.0,2010.0,190.0,60.0,710.0,93.0
"Identify key risks and mitigating factors of potential investments, such as asset types and values, legal and ownership structures, professional reputations, customer bases, or industry segments.",identify key risks and mitigating factors of potential investments such as asset types and values legal and ownership structures professional reputations customer bases or industry segments,Assess risks to business operations.,Analyze business or financial risks.,Analyzing Data or Information,Financial Analysts,financial analysts,13-2051.00,Financial Risk Specialists,13-2054,13-2054.00,Financial Analysts and Advisors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.1469926435835449,4.938356849794857,False,0.5516960817307691,4.12625,94.03625,0.3674778956548213,1.704928665866024,E2,E2,110326.8,86329.2,93467.6,98355.2,73310.0,119510.0,112404.0,111834.8,121372.8,102374.0,97303.2,100018.0,92154.4,88370.8,102802.4,90854.8,99291.2,84823.6,78009.6,66715.2,115724.0,109085.2,121107.2,99850.4,104253.6,88170.4,99564.0,100089.6,89979.2,92051.6,121936.0,119327.2,87437.6,132558.0,117808.0,76329.2,96552.4,82500.0,114864.8,94121.6,102588.4,96712.0,88651.2,91929.2,101547.2,84298.0,104933.136,116420.4,115498.8,82196.4,96740.0,151969.2,110326.8,61627.2,90965.136,206952.4,1730.4,117.2,3735.2,745.2,24767.2,4405.200000000001,1419.84,1702.4,1870.8,13432.4,5828.0,334.8,466.8,11368.0,1964.0,1235.6,975.6,1440.8000000000002,966.4,781.24,3035.6,7848.0,4150.0,4194.8,465.2,2682.8,237.2,779.92,1174.8,434.4,6417.6,540.0,31413.6,7764.799999999999,190.8,5782.0,915.6,1577.2,7621.2,1093.1999999999998,2019.2,461.2,2637.6,16319.2,2492.4,319.43999999999994,5917.2,4701.6,218.0,2923.6,179.6,88.0,851.6,41.04
"Identify key risks and mitigating factors of potential investments, such as asset types and values, legal and ownership structures, professional reputations, customer bases, or industry segments.",identify key risks and mitigating factors of potential investments such as asset types and values legal and ownership structures professional reputations customer bases or industry segments,Analyze business or financial data.,Analyze business or financial data.,Analyzing Data or Information,Financial Analysts,financial analysts,13-2051.00,Financial Risk Specialists,13-2054,13-2054.00,Financial Analysts and Advisors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.1469926435835449,4.938356849794857,False,0.5516960817307691,4.12625,94.03625,0.3674778956548213,1.704928665866024,E2,E2,110326.8,86329.2,93467.6,98355.2,73310.0,119510.0,112404.0,111834.8,121372.8,102374.0,97303.2,100018.0,92154.4,88370.8,102802.4,90854.8,99291.2,84823.6,78009.6,66715.2,115724.0,109085.2,121107.2,99850.4,104253.6,88170.4,99564.0,100089.6,89979.2,92051.6,121936.0,119327.2,87437.6,132558.0,117808.0,76329.2,96552.4,82500.0,114864.8,94121.6,102588.4,96712.0,88651.2,91929.2,101547.2,84298.0,104933.136,116420.4,115498.8,82196.4,96740.0,151969.2,110326.8,61627.2,90965.136,206952.4,1730.4,117.2,3735.2,745.2,24767.2,4405.200000000001,1419.84,1702.4,1870.8,13432.4,5828.0,334.8,466.8,11368.0,1964.0,1235.6,975.6,1440.8000000000002,966.4,781.24,3035.6,7848.0,4150.0,4194.8,465.2,2682.8,237.2,779.92,1174.8,434.4,6417.6,540.0,31413.6,7764.799999999999,190.8,5782.0,915.6,1577.2,7621.2,1093.1999999999998,2019.2,461.2,2637.6,16319.2,2492.4,319.43999999999994,5917.2,4701.6,218.0,2923.6,179.6,88.0,851.6,41.04
"Identify main client groups and audiences, determine the best way to communicate publicity information to them, and develop and implement a communication plan.",identify main client groups and audiences determine the best way to communicate publicity information to them and develop and implement a communication plan,Develop marketing plans or strategies.,Develop business or marketing plans.,Thinking Creatively,Public Relations and Fundraising Managers,public relations and fundraising managers,11-2031.00,Public Relations Managers,11-2032,11-2032.00,Public Relations and Fundraising Managers,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",Management Occupations,2026-05-31,0.0113071264295034,4.569257270240146,False,0.3742545886752137,3.7849444444444447,79.67430555555556,0.7038272479540607,1.3184038696860936,E2,E2,142145.55555555556,94985.55555555556,116957.77777777778,114860.0,96823.33333333331,160844.44444444444,155567.77777777778,147172.22222222222,148285.55555555556,185182.22222222225,120814.44444444444,129733.33333333331,102543.33333333331,95900.0,126278.88888888888,114500.0,115834.44444444444,127860.0,115086.66666666669,100551.11111111112,155724.44444444444,145240.0,167295.55555555556,116891.11111111112,136346.66666666666,93928.88888888888,113912.22222222222,109357.90123456792,102837.77777777778,112416.66666666669,138086.66666666666,167317.77777777778,112242.22222222222,178353.33333333334,130855.55555555556,115807.77777777778,114847.77777777778,101823.33333333331,125118.88888888888,116545.55555555556,156055.55555555556,104546.66666666669,142145.55555555556,123027.77777777778,119970.0,124341.11111111112,139262.0987654321,169093.33333333334,154455.55555555556,80606.66666666667,116004.44444444444,142145.55555555556,142145.55555555556,87813.45679012345,142145.55555555556,66841.11111111111,466.6666666666666,320.0,1027.7777777777778,297.77777777777777,8517.777777777777,1087.6666666666667,892.2222222222222,158.88888888888889,5941.111111111111,2618.8888888888887,1348.888888888889,356.6666666666667,300.22222222222223,2790.0,564.4444444444445,572.2222222222222,268.8888888888889,443.3333333333333,260.0,262.0,1370.0,2190.0,1533.3333333333333,1107.7777777777776,147.77777777777777,869.7777777777778,177.77777777777777,345.55555555555554,383.33333333333337,316.66666666666663,2048.888888888889,210.0,6903.333333333333,1403.3333333333333,107.7777777777778,1451.111111111111,430.0,1354.4444444444443,2152.222222222222,212.2222222222222,554.4444444444445,195.0,611.1111111111111,6938.888888888889,480.0,257.77777777777777,2225.555555555556,1485.5555555555557,76.66666666666667,874.4444444444445,120.0,28.0,260.22222222222223,14.0
"Identify main client groups and audiences, determine the best way to communicate publicity information to them, and develop and implement a communication plan.",identify main client groups and audiences determine the best way to communicate publicity information to them and develop and implement a communication plan,Present information to the public.,Provide information or assistance to the public.,Communicating with People Outside the Organization,Public Relations and Fundraising Managers,public relations and fundraising managers,11-2031.00,Public Relations Managers,11-2032,11-2032.00,Public Relations and Fundraising Managers,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",Management Occupations,2026-05-31,0.0113071264295034,4.569257270240146,False,0.3742545886752137,3.7849444444444447,79.67430555555556,0.7038272479540607,1.3184038696860936,E2,E2,142145.55555555556,94985.55555555556,116957.77777777778,114860.0,96823.33333333331,160844.44444444444,155567.77777777778,147172.22222222222,148285.55555555556,185182.22222222225,120814.44444444444,129733.33333333331,102543.33333333331,95900.0,126278.88888888888,114500.0,115834.44444444444,127860.0,115086.66666666669,100551.11111111112,155724.44444444444,145240.0,167295.55555555556,116891.11111111112,136346.66666666666,93928.88888888888,113912.22222222222,109357.90123456792,102837.77777777778,112416.66666666669,138086.66666666666,167317.77777777778,112242.22222222222,178353.33333333334,130855.55555555556,115807.77777777778,114847.77777777778,101823.33333333331,125118.88888888888,116545.55555555556,156055.55555555556,104546.66666666669,142145.55555555556,123027.77777777778,119970.0,124341.11111111112,139262.0987654321,169093.33333333334,154455.55555555556,80606.66666666667,116004.44444444444,142145.55555555556,142145.55555555556,87813.45679012345,142145.55555555556,66841.11111111111,466.6666666666666,320.0,1027.7777777777778,297.77777777777777,8517.777777777777,1087.6666666666667,892.2222222222222,158.88888888888889,5941.111111111111,2618.8888888888887,1348.888888888889,356.6666666666667,300.22222222222223,2790.0,564.4444444444445,572.2222222222222,268.8888888888889,443.3333333333333,260.0,262.0,1370.0,2190.0,1533.3333333333333,1107.7777777777776,147.77777777777777,869.7777777777778,177.77777777777777,345.55555555555554,383.33333333333337,316.66666666666663,2048.888888888889,210.0,6903.333333333333,1403.3333333333333,107.7777777777778,1451.111111111111,430.0,1354.4444444444443,2152.222222222222,212.2222222222222,554.4444444444445,195.0,611.1111111111111,6938.888888888889,480.0,257.77777777777777,2225.555555555556,1485.5555555555557,76.66666666666667,874.4444444444445,120.0,28.0,260.22222222222223,14.0
"Identify new threat tactics, techniques, or procedures used by cyber threat actors.",identify new threat tactics techniques or procedures used by cyber threat actors,Investigate illegal or suspicious activities.,Investigate criminal or legal matters.,Getting Information,"Computer Occupations, All Other",computer occupations all other,15-1199.00,Penetration Testers,15-1299,15-1299.04,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.939400000000001,False,0.6241783791208791,4.2942857142857145,89.72714285714287,0.6819016496305441,1.3188026921034404,E0,E2,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,17371.0,630.0,170.0,5510.0,268.0,19188.0,2825.0,742.0,860.0,4118.0,13710.0,4939.0,498.0,249.0,2672.0,800.0,922.0,321.0,1850.0,1202.0,900.0,4563.0,1477.0,1781.0,1001.0,347.0,14340.0,129.0,546.0,625.0,232.0,2875.0,395.0,11460.0,3612.0,175.0,6150.0,795.0,587.0,14580.0,199.0,1029.0,240.0,2617.0,13650.0,1599.0,316.0,4070.0,3438.0,809.0,1120.0,41.0,67.0,211.0,10.0
"Identify opportunities for strategic improvement or mitigation of business interruption and other risks caused by business, regulatory, or industry-specific change initiatives.",identify opportunities for strategic improvement or mitigation of business interruption and other risks caused by business regulatory or industryspecific change initiatives,Identify strategic business investment opportunities.,Identify business or organizational opportunities.,"Identifying Objects, Actions, and Events",Business Continuity Planners,business continuity planners,13-1199.04,Business Continuity Planners,13-1199,13-1199.04,Miscellaneous Business Operations Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.894989498949895,False,0.5031399999999999,4.3,100.0,0.4723616108383916,1.239239247631822,E2,E2,83050.0,100240.0,94740.0,83280.0,61240.0,87570.0,92520.0,85530.0,95040.0,108160.0,79650.0,78410.0,92620.0,76400.0,82070.0,79030.0,80470.0,83350.0,74690.0,63220.0,78830.0,101500.0,93270.0,81810.0,77820.0,76980.0,80420.0,74990.0,77980.0,67330.0,83740.0,91060.0,79100.0,83450.0,80230.0,80500.0,79350.0,93640.0,77170.0,80590.0,88130.0,79110.0,85340.0,78690.0,80820.0,80190.0,71710.0,85200.0,100360.0,69240.0,67370.0,74060.0,88610.0,46700.0,65170.0,209360.0,5385.0,1556.0,9406.0,6317.0,119404.0,35182.0,4337.0,1233.0,29112.0,51020.0,51960.0,4030.0,2111.0,25375.0,4846.0,7626.0,7557.0,4522.0,13104.0,3259.0,30675.0,13797.0,16131.0,12641.0,3182.0,15769.999999999998,3667.0,1957.0,7041.0,1479.0,26354.0,6509.0,22178.0,31723.0,1394.0,24412.0,4391.0,11494.0,20992.0,1726.0,6864.0,724.0,9082.0,80324.0,2321.0,1880.0,34789.0,39789.0,3135.0,9406.0,1364.0,362.0,7210.0,285.0
Identify or develop business rules or standard operating procedures to streamline operating processes.,identify or develop business rules or standard operating procedures to streamline operating processes,Identify opportunities to improve operational efficiency.,Identify business or organizational opportunities.,"Identifying Objects, Actions, and Events",Logistics Engineers,logistics engineers,13-1081.01,Logistics Engineers,13-1081,13-1081.01,Logisticians and Project Management Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.912536749265015,False,0.2041807692307692,3.83,100.0,0.1916646200624368,1.298067609145221,E1,E2,82320.0,98450.0,87280.0,77620.0,78400.0,92890.0,96090.0,85450.0,96090.0,104770.0,76410.0,77570.0,100340.0,73920.0,80100.0,77670.0,78740.0,69520.0,68420.0,75230.0,77780.0,102700.0,100360.0,83200.0,82320.0,75160.0,78350.0,81270.0,65370.0,79600.0,81270.0,92280.0,98430.0,88240.0,80780.0,72800.0,83460.0,86600.0,83180.0,79340.0,76180.0,80330.0,80020.0,71280.0,75480.0,83300.0,83560.0,98920.0,107250.0,71590.0,73180.0,85550.0,65440.0,54380.0,68790.0,94678.0,5872.0,600.0,5431.0,2512.0,37269.0,5080.0,2489.0,588.0,1527.0,16994.0,14233.0,645.0,645.0,16032.0,3890.0,2806.0,2014.0,2930.0,1935.0,645.0,7739.0,5940.0,11620.0,3903.0,1765.0,3892.0,317.0,1697.0,1460.0,781.0,7105.0,962.0,7841.0,8893.0,351.0,10172.0,4333.0,3587.0,11292.0,622.0,5940.0,238.0,5646.0,23794.0,4254.0,294.0,11925.0,6415.0,668.0,5816.0,136.0,147.0,1256.0,45.0
Identify or develop business rules or standard operating procedures to streamline operating processes.,identify or develop business rules or standard operating procedures to streamline operating processes,Establish organizational guidelines or policies.,"Develop organizational policies, systems, or processes.",Developing Objectives and Strategies,Logistics Engineers,logistics engineers,13-1081.01,Logistics Engineers,13-1081,13-1081.01,Logisticians and Project Management Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.912536749265015,False,0.2041807692307692,3.83,100.0,0.1916646200624368,1.298067609145221,E1,E2,82320.0,98450.0,87280.0,77620.0,78400.0,92890.0,96090.0,85450.0,96090.0,104770.0,76410.0,77570.0,100340.0,73920.0,80100.0,77670.0,78740.0,69520.0,68420.0,75230.0,77780.0,102700.0,100360.0,83200.0,82320.0,75160.0,78350.0,81270.0,65370.0,79600.0,81270.0,92280.0,98430.0,88240.0,80780.0,72800.0,83460.0,86600.0,83180.0,79340.0,76180.0,80330.0,80020.0,71280.0,75480.0,83300.0,83560.0,98920.0,107250.0,71590.0,73180.0,85550.0,65440.0,54380.0,68790.0,94678.0,5872.0,600.0,5431.0,2512.0,37269.0,5080.0,2489.0,588.0,1527.0,16994.0,14233.0,645.0,645.0,16032.0,3890.0,2806.0,2014.0,2930.0,1935.0,645.0,7739.0,5940.0,11620.0,3903.0,1765.0,3892.0,317.0,1697.0,1460.0,781.0,7105.0,962.0,7841.0,8893.0,351.0,10172.0,4333.0,3587.0,11292.0,622.0,5940.0,238.0,5646.0,23794.0,4254.0,294.0,11925.0,6415.0,668.0,5816.0,136.0,147.0,1256.0,45.0
Identify or implement solutions to information security problems.,identify or implement solutions to information security problems,"Evaluate potential of products, technologies, or resources.","Evaluate the characteristics, usefulness, or performance of products or technologies.","Judging the Qualities of Objects, Services, or People","Computer Occupations, All Other",computer occupations all other,15-1199.00,Information Security Engineers,15-1299,15-1299.05,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0339213792885103,4.77893098079917,False,0.999446153846154,3.94,94.74,0.591097973045433,0.7,E2,E2,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,17371.0,630.0,170.0,5510.0,268.0,19188.0,2825.0,742.0,860.0,4118.0,13710.0,4939.0,498.0,249.0,2672.0,800.0,922.0,321.0,1850.0,1202.0,900.0,4563.0,1477.0,1781.0,1001.0,347.0,14340.0,129.0,546.0,625.0,232.0,2875.0,395.0,11460.0,3612.0,175.0,6150.0,795.0,587.0,14580.0,199.0,1029.0,240.0,2617.0,13650.0,1599.0,316.0,4070.0,3438.0,809.0,1120.0,41.0,67.0,211.0,10.0
Identify or implement solutions to information security problems.,identify or implement solutions to information security problems,Implement security measures for computer or information systems.,Implement security measures for computer or information systems.,Working with Computers,"Computer Occupations, All Other",computer occupations all other,15-1199.00,Information Security Engineers,15-1299,15-1299.05,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0339213792885103,4.77893098079917,False,0.999446153846154,3.94,94.74,0.591097973045433,0.7,E2,E2,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,17371.0,630.0,170.0,5510.0,268.0,19188.0,2825.0,742.0,860.0,4118.0,13710.0,4939.0,498.0,249.0,2672.0,800.0,922.0,321.0,1850.0,1202.0,900.0,4563.0,1477.0,1781.0,1001.0,347.0,14340.0,129.0,546.0,625.0,232.0,2875.0,395.0,11460.0,3612.0,175.0,6150.0,795.0,587.0,14580.0,199.0,1029.0,240.0,2617.0,13650.0,1599.0,316.0,4070.0,3438.0,809.0,1120.0,41.0,67.0,211.0,10.0
Identify or maintain links to and from other Web sites and check links to ensure proper functioning.,identify or maintain links to and from other web sites and check links to ensure proper functioning,Update website content.,Process digital or online data.,Working with Computers,Web Developers,web developers,15-1134.00,Web and Digital Interface Designers,15-1255,15-1255.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.706900000000001,False,0.7843856610576924,3.630625,96.614375,0.2333333333333333,0.4690969619612205,E1,E1,98992.64705882352,72653.81487889274,83517.34429065743,88434.70588235294,77620.8910034602,128812.9411764706,91499.11764705884,90808.5294117647,86000.58823529411,110755.88235294116,87110.57958477509,97867.35294117648,98992.64705882352,70885.29411764706,85317.35294117648,71124.11764705883,66920.29411764706,71930.29411764706,79483.82352941176,76087.05882352941,98992.64705882352,103787.9411764706,106891.4705882353,88712.94117647059,90754.41176470587,70804.10899653978,85431.76470588235,70425.58823529411,72062.64705882352,81487.64705882352,96639.70588235294,95252.64705882352,59838.23529411765,111103.23529411764,97381.17647058824,67758.5294117647,90256.75605536332,77384.11764705883,85561.17647058824,96315.88235294116,102526.76470588236,79721.17647058824,77863.53806228373,68473.23529411765,95216.17647058824,100069.41176470587,92620.8910034602,99745.88235294116,130462.35294117648,74685.88235294117,93262.0588235294,67633.23529411765,61108.52076124567,47517.64705882353,98992.64705882352,62631.91176470588,482.9411764705882,74.11764705882354,898.2352941176471,468.1764705882353,18367.941176470587,2557.3529411764707,923.2352941176472,158.23529411764707,457.9411764705882,4334.558823529412,2226.470588235294,164.70588235294116,287.05882352941177,3047.058823529412,1027.6470588235293,559.7058823529412,332.3529411764706,448.8235294117647,311.1764705882353,287.3529411764705,1596.764705882353,2387.058823529412,1675.0,1378.8235294117646,212.35294117647047,1187.9411764705883,298.52941176470586,503.8235294117647,809.4117647058823,447.6470588235294,2205.2941176470586,169.11764705882354,11014.411764705885,2795.5882352941176,98.23529411764706,2153.823529411765,370.88235294117646,1190.294117647059,2312.6470588235293,222.7941176470588,760.2941176470589,274.3235294117647,2732.058823529412,5468.823529411765,1157.0588235294117,99.05882352941175,3137.058823529412,8425.588235294117,288.2352941176471,1012.3529411764706,83.52941176470588,28.676470588235293,221.1764705882353,13.0
"Identify or monitor current and potential customers, using business intelligence tools.",identify or monitor current and potential customers using business intelligence tools,Analyze market or customer related data.,Analyze market or industry conditions.,Analyzing Data or Information,Business Intelligence Analysts,business intelligence analysts,15-1199.08,Business Intelligence Analysts,15-2051,15-2051.01,Data Scientists,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0678427585770207,4.931131695529601,False,0.8248446153846154,3.47,86.36,0.1783688591530289,0.3,E2,E2,120230.0,103120.0,84110.0,107240.0,109390.0,141590.0,117400.0,126340.0,120230.0,126490.0,115820.0,104340.0,102130.0,89380.0,106560.0,91470.0,95830.0,98130.0,91760.0,78760.0,90880.0,136370.0,131750.0,100590.0,128800.0,69490.0,97090.0,100490.0,98230.0,98540.0,100620.0,135280.0,95850.0,130460.0,119090.0,81900.0,102630.0,86310.0,125990.0,106850.0,102440.0,91990.0,96150.0,100330.0,122090.0,108090.0,127070.0,126430.0,163350.0,85090.0,106680.0,120230.0,120230.0,80350.0,120230.0,137672.0,2738.0,362.0,7176.0,834.0,61864.0,9883.0,2770.0,1212.0,4218.0,16115.0,14573.0,472.0,2125.0,16556.0,5634.0,3620.0,771.0,2424.0,2046.0,1904.0,5256.0,14825.0,11583.0,6327.0,692.0,7444.0,346.0,3116.0,2644.0,1731.0,10119.0,881.0,37723.0,17988.0,330.0,9600.0,2990.0,3368.0,21734.0,1826.0,3750.000000000001,346.0,4391.0,40697.0,6862.0,200.00000000000003,14038.0,15108.0,614.0,6877.0,247.0,58.0,100.0,28.0
"Identify problems uncovered by testing or customer feedback, and correct problems or refer problems to appropriate personnel for correction.",identify problems uncovered by testing or customer feedback and correct problems or refer problems to appropriate personnel for correction,Troubleshoot issues with computer applications or systems.,Resolve computer problems.,Working with Computers,Web Developers,web developers,15-1134.00,Web and Digital Interface Designers,15-1255,15-1255.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.3731351721736141,4.435629644506929,False,0.7843856610576924,3.630625,96.614375,0.2333333333333333,0.4690969619612205,E2,E1,98992.64705882352,72653.81487889274,83517.34429065743,88434.70588235294,77620.8910034602,128812.9411764706,91499.11764705884,90808.5294117647,86000.58823529411,110755.88235294116,87110.57958477509,97867.35294117648,98992.64705882352,70885.29411764706,85317.35294117648,71124.11764705883,66920.29411764706,71930.29411764706,79483.82352941176,76087.05882352941,98992.64705882352,103787.9411764706,106891.4705882353,88712.94117647059,90754.41176470587,70804.10899653978,85431.76470588235,70425.58823529411,72062.64705882352,81487.64705882352,96639.70588235294,95252.64705882352,59838.23529411765,111103.23529411764,97381.17647058824,67758.5294117647,90256.75605536332,77384.11764705883,85561.17647058824,96315.88235294116,102526.76470588236,79721.17647058824,77863.53806228373,68473.23529411765,95216.17647058824,100069.41176470587,92620.8910034602,99745.88235294116,130462.35294117648,74685.88235294117,93262.0588235294,67633.23529411765,61108.52076124567,47517.64705882353,98992.64705882352,62631.91176470588,482.9411764705882,74.11764705882354,898.2352941176471,468.1764705882353,18367.941176470587,2557.3529411764707,923.2352941176472,158.23529411764707,457.9411764705882,4334.558823529412,2226.470588235294,164.70588235294116,287.05882352941177,3047.058823529412,1027.6470588235293,559.7058823529412,332.3529411764706,448.8235294117647,311.1764705882353,287.3529411764705,1596.764705882353,2387.058823529412,1675.0,1378.8235294117646,212.35294117647047,1187.9411764705883,298.52941176470586,503.8235294117647,809.4117647058823,447.6470588235294,2205.2941176470586,169.11764705882354,11014.411764705885,2795.5882352941176,98.23529411764706,2153.823529411765,370.88235294117646,1190.294117647059,2312.6470588235293,222.7941176470588,760.2941176470589,274.3235294117647,2732.058823529412,5468.823529411765,1157.0588235294117,99.05882352941175,3137.058823529412,8425.588235294117,288.2352941176471,1012.3529411764706,83.52941176470588,28.676470588235293,221.1764705882353,13.0
"Identify problems uncovered by testing or customer feedback, and correct problems or refer problems to appropriate personnel for correction.",identify problems uncovered by testing or customer feedback and correct problems or refer problems to appropriate personnel for correction,Resolve computer software problems.,Resolve computer problems.,Working with Computers,Web Developers,web developers,15-1134.00,Web and Digital Interface Designers,15-1255,15-1255.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.3731351721736141,4.435629644506929,False,0.7843856610576924,3.630625,96.614375,0.2333333333333333,0.4690969619612205,E2,E1,98992.64705882352,72653.81487889274,83517.34429065743,88434.70588235294,77620.8910034602,128812.9411764706,91499.11764705884,90808.5294117647,86000.58823529411,110755.88235294116,87110.57958477509,97867.35294117648,98992.64705882352,70885.29411764706,85317.35294117648,71124.11764705883,66920.29411764706,71930.29411764706,79483.82352941176,76087.05882352941,98992.64705882352,103787.9411764706,106891.4705882353,88712.94117647059,90754.41176470587,70804.10899653978,85431.76470588235,70425.58823529411,72062.64705882352,81487.64705882352,96639.70588235294,95252.64705882352,59838.23529411765,111103.23529411764,97381.17647058824,67758.5294117647,90256.75605536332,77384.11764705883,85561.17647058824,96315.88235294116,102526.76470588236,79721.17647058824,77863.53806228373,68473.23529411765,95216.17647058824,100069.41176470587,92620.8910034602,99745.88235294116,130462.35294117648,74685.88235294117,93262.0588235294,67633.23529411765,61108.52076124567,47517.64705882353,98992.64705882352,62631.91176470588,482.9411764705882,74.11764705882354,898.2352941176471,468.1764705882353,18367.941176470587,2557.3529411764707,923.2352941176472,158.23529411764707,457.9411764705882,4334.558823529412,2226.470588235294,164.70588235294116,287.05882352941177,3047.058823529412,1027.6470588235293,559.7058823529412,332.3529411764706,448.8235294117647,311.1764705882353,287.3529411764705,1596.764705882353,2387.058823529412,1675.0,1378.8235294117646,212.35294117647047,1187.9411764705883,298.52941176470586,503.8235294117647,809.4117647058823,447.6470588235294,2205.2941176470586,169.11764705882354,11014.411764705885,2795.5882352941176,98.23529411764706,2153.823529411765,370.88235294117646,1190.294117647059,2312.6470588235293,222.7941176470588,760.2941176470589,274.3235294117647,2732.058823529412,5468.823529411765,1157.0588235294117,99.05882352941175,3137.058823529412,8425.588235294117,288.2352941176471,1012.3529411764706,83.52941176470588,28.676470588235293,221.1764705882353,13.0
"Identify problems uncovered by testing or customer feedback, and correct problems or refer problems to appropriate personnel for correction.",identify problems uncovered by testing or customer feedback and correct problems or refer problems to appropriate personnel for correction,Collaborate with others to resolve information technology issues.,Coordinate with others to resolve problems.,"Communicating with Supervisors, Peers, or Subordinates",Web Developers,web developers,15-1134.00,Web and Digital Interface Designers,15-1255,15-1255.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.3731351721736141,4.435629644506929,False,0.7843856610576924,3.630625,96.614375,0.2333333333333333,0.4690969619612205,E2,E1,98992.64705882352,72653.81487889274,83517.34429065743,88434.70588235294,77620.8910034602,128812.9411764706,91499.11764705884,90808.5294117647,86000.58823529411,110755.88235294116,87110.57958477509,97867.35294117648,98992.64705882352,70885.29411764706,85317.35294117648,71124.11764705883,66920.29411764706,71930.29411764706,79483.82352941176,76087.05882352941,98992.64705882352,103787.9411764706,106891.4705882353,88712.94117647059,90754.41176470587,70804.10899653978,85431.76470588235,70425.58823529411,72062.64705882352,81487.64705882352,96639.70588235294,95252.64705882352,59838.23529411765,111103.23529411764,97381.17647058824,67758.5294117647,90256.75605536332,77384.11764705883,85561.17647058824,96315.88235294116,102526.76470588236,79721.17647058824,77863.53806228373,68473.23529411765,95216.17647058824,100069.41176470587,92620.8910034602,99745.88235294116,130462.35294117648,74685.88235294117,93262.0588235294,67633.23529411765,61108.52076124567,47517.64705882353,98992.64705882352,62631.91176470588,482.9411764705882,74.11764705882354,898.2352941176471,468.1764705882353,18367.941176470587,2557.3529411764707,923.2352941176472,158.23529411764707,457.9411764705882,4334.558823529412,2226.470588235294,164.70588235294116,287.05882352941177,3047.058823529412,1027.6470588235293,559.7058823529412,332.3529411764706,448.8235294117647,311.1764705882353,287.3529411764705,1596.764705882353,2387.058823529412,1675.0,1378.8235294117646,212.35294117647047,1187.9411764705883,298.52941176470586,503.8235294117647,809.4117647058823,447.6470588235294,2205.2941176470586,169.11764705882354,11014.411764705885,2795.5882352941176,98.23529411764706,2153.823529411765,370.88235294117646,1190.294117647059,2312.6470588235293,222.7941176470588,760.2941176470589,274.3235294117647,2732.058823529412,5468.823529411765,1157.0588235294117,99.05882352941175,3137.058823529412,8425.588235294117,288.2352941176471,1012.3529411764706,83.52941176470588,28.676470588235293,221.1764705882353,13.0
"Identify program deviance from standards, and suggest modifications to ensure compliance.",identify program deviance from standards and suggest modifications to ensure compliance,Test software performance.,Test performance of computer or information systems.,"Inspecting Equipment, Structures, or Materials","Software Developers, Applications",software developers applications,15-1132.00,Software Quality Assurance Analysts and Testers,15-1253,15-1253.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0339213792885103,4.575017657148622,False,0.7840707692307691,3.7,97.06,0.0560948587727527,0.1,E1,E1,114549.41176470587,108307.0588235294,114549.41176470587,110045.29411764706,111294.89619377164,143515.58823529413,128445.88235294116,109510.0,114782.35294117648,114191.17647058824,110165.0,112089.11764705884,109759.70588235294,120062.54325259516,113710.0,93134.70588235294,97098.82352941176,100614.41176470587,88776.76470588235,78453.82352941176,98043.23529411764,120022.9411764706,136121.76470588235,107406.76470588236,110872.0588235294,84885.29411764706,98662.0588235294,109772.9411764706,102180.29411764706,119163.13148788927,117653.5294117647,124798.5294117647,119148.82352941176,135779.41176470587,111493.5294117647,90934.11764705884,103205.58823529413,90770.58823529413,119530.58823529413,103874.70588235294,111107.64705882352,107836.76470588236,77240.29411764706,101195.58823529413,111652.9411764706,97212.0588235294,92335.88235294116,126400.88235294116,140793.5294117647,81291.17647058824,100160.58823529413,114750.1903114187,114549.41176470587,67413.23529411765,114549.41176470587,672406.1764705882,6836.176470588235,1117.8529411764705,14941.764705882351,5745.588235294118,110753.52941176471,17472.05882352941,5204.117647058823,1445.2941176470588,2494.1176470588234,35416.17647058824,20889.117647058825,2341.4117647058824,2239.1176470588234,22635.29411764706,5660.588235294117,3601.176470588235,5164.705882352941,3080.2941176470586,1624.4117647058824,1166.470588235294,14120.294117647058,20082.647058823528,16414.70588235294,13390.588235294115,845.0000000000001,8459.117647058823,800.2941176470589,3187.6470588235293,2321.470588235294,4027.941176470588,21115.29411764706,1585.5882352941176,43799.70588235294,24930.58823529412,604.4117647058824,17467.35294117647,3321.7647058823527,8307.35294117647,21156.17647058824,1910.8823529411768,5457.352941176471,918.8235294117646,7191.764705882353,66272.05882352941,12092.35294117647,677.9411764705883,35434.117647058825,40018.82352941176,1121.1764705882351,9600.882352941177,1304.3529411764705,286.0,836.1764705882354,138.0
"Identify program deviance from standards, and suggest modifications to ensure compliance.",identify program deviance from standards and suggest modifications to ensure compliance,Recommend changes to improve computer or information systems.,Advise others on the design or use of technologies.,Providing Consultation and Advice to Others,"Software Developers, Applications",software developers applications,15-1132.00,Software Quality Assurance Analysts and Testers,15-1253,15-1253.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0339213792885103,4.575017657148622,False,0.7840707692307691,3.7,97.06,0.0560948587727527,0.1,E1,E1,114549.41176470587,108307.0588235294,114549.41176470587,110045.29411764706,111294.89619377164,143515.58823529413,128445.88235294116,109510.0,114782.35294117648,114191.17647058824,110165.0,112089.11764705884,109759.70588235294,120062.54325259516,113710.0,93134.70588235294,97098.82352941176,100614.41176470587,88776.76470588235,78453.82352941176,98043.23529411764,120022.9411764706,136121.76470588235,107406.76470588236,110872.0588235294,84885.29411764706,98662.0588235294,109772.9411764706,102180.29411764706,119163.13148788927,117653.5294117647,124798.5294117647,119148.82352941176,135779.41176470587,111493.5294117647,90934.11764705884,103205.58823529413,90770.58823529413,119530.58823529413,103874.70588235294,111107.64705882352,107836.76470588236,77240.29411764706,101195.58823529413,111652.9411764706,97212.0588235294,92335.88235294116,126400.88235294116,140793.5294117647,81291.17647058824,100160.58823529413,114750.1903114187,114549.41176470587,67413.23529411765,114549.41176470587,672406.1764705882,6836.176470588235,1117.8529411764705,14941.764705882351,5745.588235294118,110753.52941176471,17472.05882352941,5204.117647058823,1445.2941176470588,2494.1176470588234,35416.17647058824,20889.117647058825,2341.4117647058824,2239.1176470588234,22635.29411764706,5660.588235294117,3601.176470588235,5164.705882352941,3080.2941176470586,1624.4117647058824,1166.470588235294,14120.294117647058,20082.647058823528,16414.70588235294,13390.588235294115,845.0000000000001,8459.117647058823,800.2941176470589,3187.6470588235293,2321.470588235294,4027.941176470588,21115.29411764706,1585.5882352941176,43799.70588235294,24930.58823529412,604.4117647058824,17467.35294117647,3321.7647058823527,8307.35294117647,21156.17647058824,1910.8823529411768,5457.352941176471,918.8235294117646,7191.764705882353,66272.05882352941,12092.35294117647,677.9411764705883,35434.117647058825,40018.82352941176,1121.1764705882351,9600.882352941177,1304.3529411764705,286.0,836.1764705882354,138.0
"Identify project needs such as resources, staff, or finances by reviewing project objectives and schedules.",identify project needs such as resources staff or finances by reviewing project objectives and schedules,Select resources needed to accomplish tasks.,Select materials or equipment for operations or projects.,Making Decisions and Solving Problems,"Managers, All Other",managers all other,11-9199.00,Project Management Specialists,13-1082,13-1082.00,Logisticians and Project Management Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.968703129687031,False,1.2767793504273504,4.035555555555556,80.95511111111111,0.4365421251350789,0.5671687906745548,E2,E2,95304.6153846154,90272.30769230767,90693.84615384616,92126.92307692308,68699.23076923077,108183.84615384616,106034.6153846154,96861.53846153848,113917.57396449705,107678.46153846152,93593.07692307692,96395.3846153846,78972.30769230769,95442.30769230767,95420.76923076923,85093.84615384616,87856.92307692308,90773.07692307692,81216.92307692308,77939.23076923077,95968.46153846152,97018.46153846152,106577.69230769233,90176.15384615384,100875.3846153846,75423.84615384616,91263.07692307692,90171.4201183432,74956.15384615384,94533.84615384616,87566.92307692308,112706.15384615384,103380.65088757395,114070.76923076923,93795.3846153846,95896.8047337278,84283.84615384616,83833.84615384616,97086.15384615384,90562.30769230767,99778.46153846152,90138.46153846152,80326.92307692308,81163.84615384616,92304.6153846154,91390.76923076923,84344.61538461539,106673.84615384616,115738.46153846152,78096.92307692308,91290.76923076923,92452.30769230767,75965.26627218934,58864.61538461538,81413.72781065089,750150.0000000001,2266.923076923077,1386.923076923077,16138.46153846154,3885.384615384616,81340.0,22713.07692307692,5862.307692307692,1940.1538461538464,3588.4615384615386,53677.69230769231,20263.07692307692,1095.3846153846157,4014.6153846153848,19820.000000000004,8391.538461538461,4843.076923076923,4205.384615384615,7188.461538461538,5600.769230769231,1835.384615384616,21425.384615384617,15520.0,18050.0,13197.692307692309,3018.4615384615386,14970.76923076923,2789.846153846154,2303.846153846154,5865.384615384616,2710.7692307692305,20287.69230769231,3022.3076923076924,47500.0,25430.76923076923,2031.692307692308,24112.30769230769,7798.461538461539,13703.076923076922,25402.30769230769,2698.4615384615386,11932.307692307691,956.1538461538462,14552.307692307691,97089.23076923077,11502.307692307691,906.9230769230768,30460.0,25283.07692307692,1775.3846153846152,15013.076923076924,838.4615384615385,375.0769230769231,1650.0,109.6923076923077
Identify quality problems and recommend solutions.,identify quality problems and recommend solutions,Advise others on business or operational matters.,Advise others on business or operational matters.,Providing Consultation and Advice to Others,Quality Control Analysts,quality control analysts,19-4099.01,Quality Control Analysts,19-4099,19-4099.01,"Miscellaneous Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.279915209326973,False,1.540196923076923,3.88,90.31,0.1219899252019098,0.1,E2,E2,62280.0,59500.0,70700.0,58240.0,59310.0,78350.0,63760.0,66710.0,62280.0,79230.0,63180.0,69320.0,50880.0,50600.0,59410.0,48650.0,50480.0,65270.0,68230.0,53360.0,66730.0,68390.0,63820.0,59100.0,49410.0,59490.0,50410.0,52260.0,48640.0,54070.0,64250.0,55980.0,56420.0,63810.0,49200.0,69350.0,49210.0,86260.0,60810.0,57680.0,69630.0,58960.0,51630.0,62050.0,48960.0,59290.0,63460.0,67240.0,73530.0,59750.0,47210.0,64510.0,62280.0,35060.0,62280.0,21591.0,204.0,99.0,245.0,204.0,5895.0,1087.0,187.0,53.0,88.0,1069.0,1303.0,613.0,321.0,438.0,438.0,245.0,514.0,187.0,941.0,228.0,2051.0,666.0,608.0,789.0,193.0,1227.0,76.0,175.0,204.0,210.0,1250.0,105.0,4318.0,1350.0,105.0,596.0,269.0,987.0,1537.0,123.0,754.0,35.0,1256.0,5358.0,240.0,93.0,1583.0,573.0,134.0,625.0,129.0,9.0,415.0,5.0
Identify quality problems or areas for improvement and recommend solutions.,identify quality problems or areas for improvement and recommend solutions,Analyze data to assess operational or project effectiveness.,Analyze data to improve operations.,Analyzing Data or Information,Quality Control Systems Managers,quality control systems managers,11-3051.01,Quality Control Systems Managers,11-3051,11-3051.01,Industrial Production Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.3844422986031175,4.839181286549707,False,0.9684615384615384,4.04,100.0,0.3111039171144005,0.4,E1,E2,126060.0,122520.0,113280.0,124810.0,118120.0,132620.0,141020.0,134780.0,153000.0,124420.0,119870.0,127820.0,124650.0,107340.0,127270.0,121500.0,106510.0,125750.0,112250.0,133210.0,124810.0,132540.0,148050.0,120660.0,123580.0,118660.0,117660.0,120690.0,107200.0,112270.0,146590.0,147260.0,124670.0,130470.0,125940.0,116050.0,109340.0,120570.0,119420.0,109140.0,124120.0,126880.0,107490.0,119430.0,130890.0,115290.0,114150.0,128230.0,145210.0,111760.0,126060.0,151490.0,100470.0,129740.0,126060.0,72122.0,3181.0,360.0,3189.0,2249.0,22080.0,1520.0,2952.0,325.0,44.0,8330.0,4841.0,114.0,1063.0,10166.0,8259.0,3181.0,2126.0,5650.0,2355.0,703.0,2179.0,3928.0,12582.0,4463.0,2012.0,3611.0,237.0,1898.0,1423.0,1353.0,5957.0,589.0,5825.0,8470.0,431.0,12556.0,1880.0,2768.0,8962.0,826.0,5615.0,633.0,5544.0,18627.0,2276.0,422.0,2258.0,4182.0,879.0,1355.0,343.0,35.0,923.0,15.0
Identify quality problems or areas for improvement and recommend solutions.,identify quality problems or areas for improvement and recommend solutions,Recommend organizational process or policy changes.,Advise others on business or operational matters.,Providing Consultation and Advice to Others,Quality Control Systems Managers,quality control systems managers,11-3051.01,Quality Control Systems Managers,11-3051,11-3051.01,Industrial Production Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.3844422986031175,4.839181286549707,False,0.9684615384615384,4.04,100.0,0.3111039171144005,0.4,E1,E2,126060.0,122520.0,113280.0,124810.0,118120.0,132620.0,141020.0,134780.0,153000.0,124420.0,119870.0,127820.0,124650.0,107340.0,127270.0,121500.0,106510.0,125750.0,112250.0,133210.0,124810.0,132540.0,148050.0,120660.0,123580.0,118660.0,117660.0,120690.0,107200.0,112270.0,146590.0,147260.0,124670.0,130470.0,125940.0,116050.0,109340.0,120570.0,119420.0,109140.0,124120.0,126880.0,107490.0,119430.0,130890.0,115290.0,114150.0,128230.0,145210.0,111760.0,126060.0,151490.0,100470.0,129740.0,126060.0,72122.0,3181.0,360.0,3189.0,2249.0,22080.0,1520.0,2952.0,325.0,44.0,8330.0,4841.0,114.0,1063.0,10166.0,8259.0,3181.0,2126.0,5650.0,2355.0,703.0,2179.0,3928.0,12582.0,4463.0,2012.0,3611.0,237.0,1898.0,1423.0,1353.0,5957.0,589.0,5825.0,8470.0,431.0,12556.0,1880.0,2768.0,8962.0,826.0,5615.0,633.0,5544.0,18627.0,2276.0,422.0,2258.0,4182.0,879.0,1355.0,343.0,35.0,923.0,15.0
"Identify relationships and trends in data, as well as any factors that could affect the results of research.",identify relationships and trends in data as well as any factors that could affect the results of research,Analyze data to identify trends or relationships among variables.,Analyze scientific or applied data using mathematical principles.,Analyzing Data or Information,Statisticians,statisticians,15-2041.00,Statisticians,15-2041,15-2041.00,Statisticians,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.1582997700130484,4.934741075917548,False,1.4458246153846153,4.33,100.0,0.1246891428571428,0.1,E2,E2,105650.0,76400.0,105650.0,79640.0,105720.0,135960.0,109660.0,102860.0,109570.0,140670.0,108040.0,115150.0,76780.0,105650.0,119760.0,109300.0,80150.0,111780.0,112520.0,76400.0,85680.0,132620.0,96710.0,102710.0,105650.0,64670.0,66330.0,105650.0,83480.0,79750.0,96080.0,118280.0,84330.0,136020.0,115690.0,75890.0,98190.0,89540.0,93620.0,93830.0,102620.0,65450.0,105650.0,98230.0,102960.0,88610.0,82210.0,114920.0,105650.0,84660.0,107150.0,105650.0,105650.0,49730.0,105650.0,18186.0,251.0,100.0,551.0,714.0,3107.0,977.0,614.0,88.0,689.0,689.0,576.0,113.0,200.0,601.0,288.0,313.0,100.0,100.0,88.0,100.0,3420.0,3107.0,714.0,977.0,100.0,852.0,59.0,175.0,63.0,88.0,1103.0,288.0,1529.0,1503.0,50.0,727.0,63.0,752.0,2042.0,50.0,301.0,53.0,664.0,1742.0,376.0,35.0,902.0,3709.0,113.0,313.0,33.0,8.0,288.0,4.0
Identify relationships and trends or any factors that could affect the results of research.,identify relationships and trends or any factors that could affect the results of research,Analyze data to identify trends or relationships among variables.,Analyze scientific or applied data using mathematical principles.,Analyzing Data or Information,"Mathematical Science Occupations, All Other",mathematical science occupations all other,15-2099.00,Data Scientists,15-2051,15-2051.00,Data Scientists,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0226142528590069,4.935457927013171,False,0.6124253698224852,3.983076923076923,93.5,0.3691213256452499,0.985171270538051,E2,E2,120230.0,103120.0,84110.0,107240.0,109390.0,141590.0,117400.0,126340.0,120230.0,126490.0,115820.0,104340.0,102130.0,89380.0,106560.0,91470.0,95830.0,98130.0,91760.0,78760.0,90880.0,136370.0,131750.0,100590.0,128800.0,69490.0,97090.0,100490.0,98230.0,98540.0,100620.0,135280.0,95850.0,130460.0,119090.0,81900.0,102630.0,86310.0,125990.0,106850.0,102440.0,91990.0,96150.0,100330.0,122090.0,108090.0,127070.0,126430.0,163350.0,85090.0,106680.0,120230.0,120230.0,80350.0,120230.0,7755.0,154.0,20.0,404.0,47.0,3485.0,557.0,156.0,68.0,238.0,908.0,821.0,27.0,120.0,933.0,317.0,204.0,43.0,137.0,115.0,107.0,296.0,835.0,652.0,356.0,39.0,419.0,20.0,176.0,149.0,98.0,570.0,50.0,2125.0,1013.0,19.0,541.0,168.0,190.0,1224.0,103.0,3750.0,20.0,247.0,2293.0,387.0,200.0,791.0,851.0,35.0,387.0,14.0,3.0,100.0,2.0
"Identify relevant guidance documents, international standards, or consensus standards.",identify relevant guidance documents international standards or consensus standards,Compile technical information or documentation.,"Compile records, documentation, or other data.",Processing Information,Regulatory Affairs Specialists,regulatory affairs specialists,13-1041.07,Regulatory Affairs Specialists,13-1041,13-1041.07,Compliance Officers,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0791498850065242,4.903509659148377,False,0.825006153846154,4.26,95.0,0.0518286394557823,0.1,E1,E2,80730.0,72990.0,76430.0,74920.0,64680.0,96980.0,82450.0,91810.0,91050.0,111030.0,74920.0,70200.0,82590.0,75450.0,80550.0,78770.0,75620.0,69740.0,69240.0,70290.0,83740.0,84720.0,102060.0,77390.0,85920.0,67450.0,67270.0,66660.0,73920.0,78290.0,82800.0,100000.0,67990.0,90080.0,78500.0,79440.0,75030.0,63000.0,82990.0,85580.0,87620.0,75460.0,72630.0,63960.0,75370.0,67370.0,90420.0,80380.0,88790.0,64270.0,78800.0,79890.0,71930.0,48950.0,67990.0,113754.0,6169.0,920.0,20341.0,5106.0,81627.0,12666.0,3610.0,3518.0,7168.0,48570.0,23549.0,2078.0,2717.0,17428.0,8379.0,5989.0,5826.0,7135.0,6497.0,2929.0,16528.0,21585.0,15907.0,10048.0,2815.0,11455.0,2422.0,5679.0,7200.0,2831.0,21781.0,3928.0,38457.0,18525.0,990.0,18394.0,6922.0,8771.0,32419.0,970.0,7790.0,1849.0,7990.0,70205.0,6153.0,3207.0,24858.0,18214.0,2815.0,9344.0,949.0,425.0,8952.0,230.0
"Identify relevant guidance documents, international standards, or consensus standards.",identify relevant guidance documents international standards or consensus standards,Review documents or materials for compliance with policies or regulations.,Examine materials or documentation for accuracy or compliance.,Evaluating Information to Determine Compliance with Standards,Regulatory Affairs Specialists,regulatory affairs specialists,13-1041.07,Regulatory Affairs Specialists,13-1041,13-1041.07,Compliance Officers,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0791498850065242,4.903509659148377,False,0.825006153846154,4.26,95.0,0.0518286394557823,0.1,E1,E2,80730.0,72990.0,76430.0,74920.0,64680.0,96980.0,82450.0,91810.0,91050.0,111030.0,74920.0,70200.0,82590.0,75450.0,80550.0,78770.0,75620.0,69740.0,69240.0,70290.0,83740.0,84720.0,102060.0,77390.0,85920.0,67450.0,67270.0,66660.0,73920.0,78290.0,82800.0,100000.0,67990.0,90080.0,78500.0,79440.0,75030.0,63000.0,82990.0,85580.0,87620.0,75460.0,72630.0,63960.0,75370.0,67370.0,90420.0,80380.0,88790.0,64270.0,78800.0,79890.0,71930.0,48950.0,67990.0,113754.0,6169.0,920.0,20341.0,5106.0,81627.0,12666.0,3610.0,3518.0,7168.0,48570.0,23549.0,2078.0,2717.0,17428.0,8379.0,5989.0,5826.0,7135.0,6497.0,2929.0,16528.0,21585.0,15907.0,10048.0,2815.0,11455.0,2422.0,5679.0,7200.0,2831.0,21781.0,3928.0,38457.0,18525.0,990.0,18394.0,6922.0,8771.0,32419.0,970.0,7790.0,1849.0,7990.0,70205.0,6153.0,3207.0,24858.0,18214.0,2815.0,9344.0,949.0,425.0,8952.0,230.0
"Identify relevant guidance documents, international standards, or consensus standards.",identify relevant guidance documents international standards or consensus standards,Evaluate applicable laws and regulations to determine impact on organizational activities.,Assess characteristics or impacts of regulations or policies.,Analyzing Data or Information,Regulatory Affairs Specialists,regulatory affairs specialists,13-1041.07,Regulatory Affairs Specialists,13-1041,13-1041.07,Compliance Officers,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0791498850065242,4.903509659148377,False,0.825006153846154,4.26,95.0,0.0518286394557823,0.1,E1,E2,80730.0,72990.0,76430.0,74920.0,64680.0,96980.0,82450.0,91810.0,91050.0,111030.0,74920.0,70200.0,82590.0,75450.0,80550.0,78770.0,75620.0,69740.0,69240.0,70290.0,83740.0,84720.0,102060.0,77390.0,85920.0,67450.0,67270.0,66660.0,73920.0,78290.0,82800.0,100000.0,67990.0,90080.0,78500.0,79440.0,75030.0,63000.0,82990.0,85580.0,87620.0,75460.0,72630.0,63960.0,75370.0,67370.0,90420.0,80380.0,88790.0,64270.0,78800.0,79890.0,71930.0,48950.0,67990.0,113754.0,6169.0,920.0,20341.0,5106.0,81627.0,12666.0,3610.0,3518.0,7168.0,48570.0,23549.0,2078.0,2717.0,17428.0,8379.0,5989.0,5826.0,7135.0,6497.0,2929.0,16528.0,21585.0,15907.0,10048.0,2815.0,11455.0,2422.0,5679.0,7200.0,2831.0,21781.0,3928.0,38457.0,18525.0,990.0,18394.0,6922.0,8771.0,32419.0,970.0,7790.0,1849.0,7990.0,70205.0,6153.0,3207.0,24858.0,18214.0,2815.0,9344.0,949.0,425.0,8952.0,230.0
"Identify security system weaknesses, using penetration tests.",identify security system weaknesses using penetration tests,"Analyze security of systems, network, or data.",Analyze performance of systems or equipment.,Analyzing Data or Information,"Computer Occupations, All Other",computer occupations all other,15-1199.00,Penetration Testers,15-1299,15-1299.04,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0452285057180138,4.764866229177184,False,0.7305276923076923,4.56,89.47,0.3434354263704816,0.8999999999999999,E2,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,17371.0,630.0,170.0,5510.0,268.0,19188.0,2825.0,742.0,860.0,4118.0,13710.0,4939.0,498.0,249.0,2672.0,800.0,922.0,321.0,1850.0,1202.0,900.0,4563.0,1477.0,1781.0,1001.0,347.0,14340.0,129.0,546.0,625.0,232.0,2875.0,395.0,11460.0,3612.0,175.0,6150.0,795.0,587.0,14580.0,199.0,1029.0,240.0,2617.0,13650.0,1599.0,316.0,4070.0,3438.0,809.0,1120.0,41.0,67.0,211.0,10.0
"Identify security system weaknesses, using penetration tests.",identify security system weaknesses using penetration tests,"Analyze security of systems, network, or data.",Analyze performance of systems or equipment.,Analyzing Data or Information,"Computer Occupations, All Other",computer occupations all other,15-1199.00,Information Security Engineers,15-1299,15-1299.05,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0452285057180138,4.764866229177184,False,0.7305276923076923,4.56,89.47,0.4887314430814049,0.8999999999999999,E2,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,17371.0,630.0,170.0,5510.0,268.0,19188.0,2825.0,742.0,860.0,4118.0,13710.0,4939.0,498.0,249.0,2672.0,800.0,922.0,321.0,1850.0,1202.0,900.0,4563.0,1477.0,1781.0,1001.0,347.0,14340.0,129.0,546.0,625.0,232.0,2875.0,395.0,11460.0,3612.0,175.0,6150.0,795.0,587.0,14580.0,199.0,1029.0,240.0,2617.0,13650.0,1599.0,316.0,4070.0,3438.0,809.0,1120.0,41.0,67.0,211.0,10.0
"Identify solutions to business problems, such as budgeting, staffing, and marketing decisions, using the results of data analysis.",identify solutions to business problems such as budgeting staffing and marketing decisions using the results of data analysis,Analyze data to identify or resolve operational problems.,Analyze data to improve operations.,Analyzing Data or Information,"Mathematical Science Occupations, All Other",mathematical science occupations all other,15-2099.00,Data Scientists,15-2051,15-2051.00,Data Scientists,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0678427585770207,4.895085255767302,False,0.579265,3.9135714285714287,89.5657142857143,0.3725195793890971,0.4471333575480631,E2,E2,120230.0,103120.0,84110.0,107240.0,109390.0,141590.0,117400.0,126340.0,120230.0,126490.0,115820.0,104340.0,102130.0,89380.0,106560.0,91470.0,95830.0,98130.0,91760.0,78760.0,90880.0,136370.0,131750.0,100590.0,128800.0,69490.0,97090.0,100490.0,98230.0,98540.0,100620.0,135280.0,95850.0,130460.0,119090.0,81900.0,102630.0,86310.0,125990.0,106850.0,102440.0,91990.0,96150.0,100330.0,122090.0,108090.0,127070.0,126430.0,163350.0,85090.0,106680.0,120230.0,120230.0,80350.0,120230.0,7755.0,154.0,20.0,404.0,47.0,3485.0,557.0,156.0,68.0,238.0,908.0,821.0,27.0,120.0,933.0,317.0,204.0,43.0,137.0,115.0,107.0,296.0,835.0,652.0,356.0,39.0,419.0,20.0,176.0,149.0,98.0,570.0,50.0,2125.0,1013.0,19.0,541.0,168.0,190.0,1224.0,103.0,3750.0,20.0,247.0,2293.0,387.0,200.0,791.0,851.0,35.0,387.0,14.0,3.0,100.0,2.0
"Identify staff vacancies and recruit, interview, and select applicants.",identify staff vacancies and recruit interview and select applicants,"Interview employees, customers, or others to collect information.",Interview people to obtain information.,Getting Information,Human Resources Managers,human resources managers,11-3121.00,Human Resources Managers,11-3121,11-3121.00,Human Resources Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.868726691529036,False,0.4170873076923077,4.05,100.0,0.1933918059351602,0.6,E0,E2,149280.0,113210.0,129570.0,139820.0,108580.0,170080.0,166400.0,165930.0,153890.0,184350.0,137790.0,150700.0,128910.0,119990.0,151370.0,130340.0,126370.0,134470.0,121460.0,107880.0,129720.0,152770.0,181780.0,138930.0,153770.0,106100.0,130680.0,115280.0,129460.0,128550.0,135000.0,172440.0,118070.0,176650.0,142990.0,139050.0,130480.0,116080.0,140570.0,133060.0,167110.0,124290.0,117930.0,131760.0,136500.0,131380.0,132050.0,165980.0,165530.0,120020.0,133490.0,127520.0,77180.0,78370.0,77490.0,220660.0,2160.0,610.0,3950.0,1290.0,27450.0,3620.0,3020.0,580.0,2250.0,11570.0,7270.0,710.0,1040.0,13520.0,3030.0,1620.0,1290.0,1960.0,1390.0,700.0,3820.0,7540.0,5890.0,4370.0,720.0,3510.0,530.0,1660.0,1520.0,1150.0,6400.0,820.0,17920.0,6480.0,290.0,8040.0,1750.0,2810.0,8230.0,530.0,2400.0,420.0,4310.0,23220.0,2240.0,360.0,5770.0,4560.0,510.0,3730.0,140.0,80.0,860.0,70.0
"Identify staff vacancies and recruit, interview, and select applicants.",identify staff vacancies and recruit interview and select applicants,Hire personnel.,Perform recruiting or hiring activities.,Staffing Organizational Units,Human Resources Managers,human resources managers,11-3121.00,Human Resources Managers,11-3121,11-3121.00,Human Resources Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.868726691529036,False,0.4170873076923077,4.05,100.0,0.1933918059351602,0.6,E0,E2,149280.0,113210.0,129570.0,139820.0,108580.0,170080.0,166400.0,165930.0,153890.0,184350.0,137790.0,150700.0,128910.0,119990.0,151370.0,130340.0,126370.0,134470.0,121460.0,107880.0,129720.0,152770.0,181780.0,138930.0,153770.0,106100.0,130680.0,115280.0,129460.0,128550.0,135000.0,172440.0,118070.0,176650.0,142990.0,139050.0,130480.0,116080.0,140570.0,133060.0,167110.0,124290.0,117930.0,131760.0,136500.0,131380.0,132050.0,165980.0,165530.0,120020.0,133490.0,127520.0,77180.0,78370.0,77490.0,220660.0,2160.0,610.0,3950.0,1290.0,27450.0,3620.0,3020.0,580.0,2250.0,11570.0,7270.0,710.0,1040.0,13520.0,3030.0,1620.0,1290.0,1960.0,1390.0,700.0,3820.0,7540.0,5890.0,4370.0,720.0,3510.0,530.0,1660.0,1520.0,1150.0,6400.0,820.0,17920.0,6480.0,290.0,8040.0,1750.0,2810.0,8230.0,530.0,2400.0,420.0,4310.0,23220.0,2240.0,360.0,5770.0,4560.0,510.0,3730.0,140.0,80.0,860.0,70.0
"Identify staff vacancies and recruit, interview, and select applicants.",identify staff vacancies and recruit interview and select applicants,Recruit personnel.,Perform recruiting or hiring activities.,Staffing Organizational Units,Human Resources Managers,human resources managers,11-3121.00,Human Resources Managers,11-3121,11-3121.00,Human Resources Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.868726691529036,False,0.4170873076923077,4.05,100.0,0.1933918059351602,0.6,E0,E2,149280.0,113210.0,129570.0,139820.0,108580.0,170080.0,166400.0,165930.0,153890.0,184350.0,137790.0,150700.0,128910.0,119990.0,151370.0,130340.0,126370.0,134470.0,121460.0,107880.0,129720.0,152770.0,181780.0,138930.0,153770.0,106100.0,130680.0,115280.0,129460.0,128550.0,135000.0,172440.0,118070.0,176650.0,142990.0,139050.0,130480.0,116080.0,140570.0,133060.0,167110.0,124290.0,117930.0,131760.0,136500.0,131380.0,132050.0,165980.0,165530.0,120020.0,133490.0,127520.0,77180.0,78370.0,77490.0,220660.0,2160.0,610.0,3950.0,1290.0,27450.0,3620.0,3020.0,580.0,2250.0,11570.0,7270.0,710.0,1040.0,13520.0,3030.0,1620.0,1290.0,1960.0,1390.0,700.0,3820.0,7540.0,5890.0,4370.0,720.0,3510.0,530.0,1660.0,1520.0,1150.0,6400.0,820.0,17920.0,6480.0,290.0,8040.0,1750.0,2810.0,8230.0,530.0,2400.0,420.0,4310.0,23220.0,2240.0,360.0,5770.0,4560.0,510.0,3730.0,140.0,80.0,860.0,70.0
"Identify, standardize, and communicate levels of access and security.",identify standardize and communicate levels of access and security,Develop computer or information security policies or procedures.,Develop operational or technical procedures or standards.,Developing Objectives and Strategies,Web Administrators,web administrators,15-1199.03,Web Administrators,15-1299,15-1299.01,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.52468948803393,False,0.3036538461538461,4.45,100.0,0.0903915765509391,0.4,E2,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,187608.0,6800.0,1836.0,5510.000000000001,2896.0,207228.0,30509.0,8015.0,859.9999999999999,44471.0,13710.0,53339.0,5378.0,2689.0,28854.0,8636.0,9954.0,3465.0,1850.0,12979.0,899.9999999999999,49280.0,15953.0,19236.0,10807.0,3749.0,14340.0,1396.0,5895.0,6748.0,2508.0,31052.0,4266.0,11459.999999999998,39015.0,1887.0,6149.999999999999,8584.0,6334.0,14580.000000000002,2146.0,11118.0,240.0,28260.0,147425.0,17271.0,3413.0,43954.0,37128.0,8739.0,12100.0,440.0,724.0,2275.0,103.0
"Identify stations, and introduce or close shows, ad-libbing or using memorized or read scripts.",identify stations and introduce or close shows adlibbing or using memorized or read scripts,"Inform viewers, listeners, or audiences.",Provide information or assistance to the public.,Communicating with People Outside the Organization,Radio and Television Announcers,radio and television announcers,27-3011.00,Broadcast Announcers and Radio Disc Jockeys,27-3011,27-3011.00,Broadcast Announcers and Radio Disc Jockeys,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.64700899947062,False,4.204029230769231,4.49,96.09,0.3418161659228863,0.1,E1,E1,47340.0,38530.0,44790.0,47930.0,36160.0,47340.0,50660.0,47340.0,47340.0,47340.0,56360.0,42020.0,51030.0,46940.0,46720.0,61760.0,37090.0,35130.0,36170.0,33020.0,44000.0,74480.0,60200.0,46640.0,43530.0,34040.0,45460.0,35000.0,45020.0,60460.0,46000.0,70800.0,38940.0,81310.0,47910.0,38500.0,42440.0,36110.0,46190.0,52080.0,55110.0,30960.0,40630.0,48290.0,49050.0,46080.0,35220.0,44400.0,44420.0,35400.0,40630.0,36760.0,47340.0,22970.0,47340.0,21240.0,300.0,80.0,410.0,300.0,1620.0,310.0,290.0,66.0,70.0,990.0,490.0,140.0,50.0,770.0,1040.0,320.0,440.0,340.0,190.0,170.0,290.0,280.0,650.0,750.0,160.0,470.0,130.0,280.0,160.0,70.0,190.0,190.0,1460.0,830.0,180.0,910.0,300.0,240.0,830.0,90.0,150.0,230.0,970.0,960.0,190.0,110.0,460.0,620.0,130.0,580.0,50.0,9.0,150.0,4.0
Identify training and development needs.,identify training and development needs,Evaluate capabilities or training needs.,Evaluate personnel capabilities or performance.,"Judging the Qualities of Objects, Services, or People",Industrial-Organizational Psychologists,industrialorganizational psychologists,19-3032.00,Industrial-Organizational Psychologists,19-3032,19-3032.00,Psychologists,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0113071264295034,4.766287062685954,False,0.51684,3.96,100.0,0.0427085784313725,0.1,E1,E2,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,174980.0,193950.0,193950.0,193950.0,193950.0,193950.0,139520.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,790.0,11.0,2.0,16.0,7.0,92.0,15.0,9.0,2.0,4.0,50.0,25.0,3.0,4.0,31.0,16.0,8.0,7.0,10.0,10.0,3.0,14.0,18.0,22.0,15.0,6.0,15.0,3.0,5.0,8.0,3.0,22.0,4.0,49.0,25.0,2.0,28.0,9.0,60.0,31.0,3.0,12.0,2.0,17.0,40.0,9.0,2.0,21.0,18.0,4.0,15.0,1.0,0.0,5.0,0.0
Identify training and development needs.,identify training and development needs,Develop educational or training programs.,"Develop educational programs, plans, or procedures.",Thinking Creatively,Industrial-Organizational Psychologists,industrialorganizational psychologists,19-3032.00,Industrial-Organizational Psychologists,19-3032,19-3032.00,Psychologists,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0113071264295034,4.766287062685954,False,0.51684,3.96,100.0,0.0427085784313725,0.1,E1,E2,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,174980.0,193950.0,193950.0,193950.0,193950.0,193950.0,139520.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,790.0,11.0,2.0,16.0,7.0,92.0,15.0,9.0,2.0,4.0,50.0,25.0,3.0,4.0,31.0,16.0,8.0,7.0,10.0,10.0,3.0,14.0,18.0,22.0,15.0,6.0,15.0,3.0,5.0,8.0,3.0,22.0,4.0,49.0,25.0,2.0,28.0,9.0,60.0,31.0,3.0,12.0,2.0,17.0,40.0,9.0,2.0,21.0,18.0,4.0,15.0,1.0,0.0,5.0,0.0
Identify transaction mistakes when debits and credits do not balance.,identify transaction mistakes when debits and credits do not balance,Verify accuracy of financial or transactional data.,Evaluate the quality or accuracy of data.,Processing Information,Tellers,tellers,43-3071.00,Tellers,43-3071,43-3071.00,Tellers,Financial Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.84981501849815,False,2.379170769230769,4.54,92.51,0.1915090390880104,0.1,E0,E1,43030.0,37350.0,46770.0,45250.0,35710.0,46900.0,46060.0,46320.0,45340.0,45590.0,45580.0,41690.0,43910.0,42380.0,38670.0,38730.0,38450.0,36840.0,37210.0,35680.0,42890.0,46010.0,46900.0,39240.0,44190.0,36810.0,36650.0,38080.0,38140.0,44980.0,44460.0,47210.0,37680.0,44400.0,44830.0,39300.0,39810.0,35840.0,44440.0,40200.0,45300.0,42280.0,38460.0,36750.0,38050.0,38370.0,44030.0,45120.0,47670.0,34560.0,39640.0,38290.0,43030.0,30430.0,32750.0,329480.0,6770.0,1020.0,3770.0,4250.0,25230.0,5370.0,3220.0,1400.0,700.0,14700.0,7820.0,1760.0,2690.0,16960.0,8400.0,5470.0,4720.0,5350.0,4900.0,2410.0,3860.0,7190.0,13420.0,5740.0,3750.0,10030.0,1660.0,4590.0,1850.0,1550.0,10270.0,2330.0,15040.0,5260.0,1990.0,13890.0,7230.0,2990.0,14800.0,830.0,4400.0,1560.0,7560.0,25860.0,4790.0,930.0,7410.000000000001,9180.0,2620.0,9030.0,970.0,140.0,2850.0,130.0
"Implement business rules via stored procedures, middleware, or other technologies.",implement business rules via stored procedures middleware or other technologies,Apply new technologies to improve work processes.,Implement procedures or processes.,Making Decisions and Solving Problems,Data Warehousing Specialists,data warehousing specialists,15-1199.07,Data Warehousing Specialists,15-1243,15-1243.01,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.5525197328476015,False,0.5710726923076923,3.55,95.65,0.1880028199637479,0.4,E2,E1,139500.0,105450.0,112500.0,156100.0,104070.0,170160.0,154560.0,144460.0,147800.0,150010.0,138320.0,139500.0,134040.0,121380.0,142500.0,132830.0,124040.0,129990.0,125400.0,139500.0,133120.0,132940.0,161650.0,131000.0,133050.0,98420.0,110570.0,109990.0,134320.0,140200.0,139990.0,120790.0,117950.0,141350.0,134630.0,109430.0,132910.0,110110.0,138250.0,139500.0,140320.0,130000.0,136540.0,115170.0,151370.0,131740.0,139500.0,160360.0,128760.0,139500.0,137810.0,139500.0,139500.0,95620.0,139500.0,33570.0,270.0,70.0,1200.0,360.0,6210.0,1950.0,1140.0,104.0,790.0,1810.0,2590.0,60.0,260.0,1590.0,500.0,240.0,360.0,350.0,415.0,190.0,1370.0,2690.0,1390.0,1240.0,100.0,1410.0,110.0,673.0,420.0,120.0,3090.0,120.0,3850.0,4070.0,60.0,1820.0,860.0,730.0,2840.0,160.0,1160.0,40.0,650.0,8270.0,630.0,65.0,5260.0,2990.0,120.0,520.0,160.0,14.0,60.0,7.0
"Implement business rules via stored procedures, middleware, or other technologies.",implement business rules via stored procedures middleware or other technologies,Apply information technology to solve business or other applied problems.,Design computer or information systems or applications.,Thinking Creatively,Data Warehousing Specialists,data warehousing specialists,15-1199.07,Data Warehousing Specialists,15-1243,15-1243.01,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.5525197328476015,False,0.5710726923076923,3.55,95.65,0.1880028199637479,0.4,E2,E1,139500.0,105450.0,112500.0,156100.0,104070.0,170160.0,154560.0,144460.0,147800.0,150010.0,138320.0,139500.0,134040.0,121380.0,142500.0,132830.0,124040.0,129990.0,125400.0,139500.0,133120.0,132940.0,161650.0,131000.0,133050.0,98420.0,110570.0,109990.0,134320.0,140200.0,139990.0,120790.0,117950.0,141350.0,134630.0,109430.0,132910.0,110110.0,138250.0,139500.0,140320.0,130000.0,136540.0,115170.0,151370.0,131740.0,139500.0,160360.0,128760.0,139500.0,137810.0,139500.0,139500.0,95620.0,139500.0,33570.0,270.0,70.0,1200.0,360.0,6210.0,1950.0,1140.0,104.0,790.0,1810.0,2590.0,60.0,260.0,1590.0,500.0,240.0,360.0,350.0,415.0,190.0,1370.0,2690.0,1390.0,1240.0,100.0,1410.0,110.0,673.0,420.0,120.0,3090.0,120.0,3850.0,4070.0,60.0,1820.0,860.0,730.0,2840.0,160.0,1160.0,40.0,650.0,8270.0,630.0,65.0,5260.0,2990.0,120.0,520.0,160.0,14.0,60.0,7.0
"Implement changes to machine programs, and enter new specifications, using computers.",implement changes to machine programs and enter new specifications using computers,"Enter commands, instructions, or specifications into equipment.",Program computer systems or production equipment.,Working with Computers,"Computer-Controlled Machine Tool Operators, Metal and Plastic",computercontrolled machine tool operators metal and plastic,51-4011.00,Computer Numerically Controlled Tool Operators,51-9161,51-9161.00,Computer Numerically Controlled Tool Operators and Programmers,Other Production Occupations,Production Occupations,2026-05-31,0.0030529241359659,4.712136822583969,False,3.344773846153846,4.55,85.48,0.2427029599401871,0.1,E2,E1,50690.0,52380.0,50690.0,48950.0,50280.0,56510.0,55270.0,59840.0,50010.0,50690.0,46170.0,47630.0,50690.0,53340.0,48420.0,48590.0,52300.0,48400.0,49180.0,49800.0,59660.0,46870.0,61630.0,47250.0,56780.0,39520.0,51000.0,51880.0,49360.0,46670.0,59730.0,54100.0,44970.0,53340.0,50440.0,60250.0,49160.0,47760.0,56670.0,54590.0,57390.0,51800.0,50750.0,49980.0,48480.0,45140.0,57500.0,49590.0,107920.0,49630.0,52690.0,54170.0,50690.0,50690.0,50690.0,169450.0,3120.0,352.0,1800.0,2180.0,21680.0,1580.0,2740.0,170.0,760.0,4040.0,2200.0,679.0,480.0,8170.0,9690.0,4750.0,2540.0,1740.0,670.0,440.0,1800.0,2500.0,7330.0,4290.0,1290.0,1500.0,240.0,830.0,400.0,1770.0,1770.0,70.0,5530.0,3680.0,250.0,21250.0,1490.0,2920.0,7840.0,540.0,2460.0,1420.0,1980.0,13190.0,1170.0,1190.0,1890.0,2270.0,160.0,8330.0,60.0,72.0,1016.0,35.0
"Implement changes to machine programs, and enter new specifications, using computers.",implement changes to machine programs and enter new specifications using computers,Program equipment to perform production tasks.,Program computer systems or production equipment.,Working with Computers,"Computer-Controlled Machine Tool Operators, Metal and Plastic",computercontrolled machine tool operators metal and plastic,51-4011.00,Computer Numerically Controlled Tool Operators,51-9161,51-9161.00,Computer Numerically Controlled Tool Operators and Programmers,Other Production Occupations,Production Occupations,2026-05-31,0.0030529241359659,4.712136822583969,False,3.344773846153846,4.55,85.48,0.2427029599401871,0.1,E2,E1,50690.0,52380.0,50690.0,48950.0,50280.0,56510.0,55270.0,59840.0,50010.0,50690.0,46170.0,47630.0,50690.0,53340.0,48420.0,48590.0,52300.0,48400.0,49180.0,49800.0,59660.0,46870.0,61630.0,47250.0,56780.0,39520.0,51000.0,51880.0,49360.0,46670.0,59730.0,54100.0,44970.0,53340.0,50440.0,60250.0,49160.0,47760.0,56670.0,54590.0,57390.0,51800.0,50750.0,49980.0,48480.0,45140.0,57500.0,49590.0,107920.0,49630.0,52690.0,54170.0,50690.0,50690.0,50690.0,169450.0,3120.0,352.0,1800.0,2180.0,21680.0,1580.0,2740.0,170.0,760.0,4040.0,2200.0,679.0,480.0,8170.0,9690.0,4750.0,2540.0,1740.0,670.0,440.0,1800.0,2500.0,7330.0,4290.0,1290.0,1500.0,240.0,830.0,400.0,1770.0,1770.0,70.0,5530.0,3680.0,250.0,21250.0,1490.0,2920.0,7840.0,540.0,2460.0,1420.0,1980.0,13190.0,1170.0,1190.0,1890.0,2270.0,160.0,8330.0,60.0,72.0,1016.0,35.0
"Implement controls to provide security for operating systems, software, and data.",implement controls to provide security for operating systems software and data,Implement security measures for computer or information systems.,Implement security measures for computer or information systems.,Working with Computers,Telecommunications Engineering Specialists,telecommunications engineering specialists,15-1143.01,Telecommunications Engineering Specialists,15-1241,15-1241.01,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.73895750471007,False,0.2148696153846153,4.14,66.67,0.1620171136846877,1.208819601127741,E2,E1,134050.0,130810.0,119720.0,130890.0,110400.0,158870.0,139230.0,143890.0,148390.0,137670.0,132800.0,133890.0,108000.0,107620.0,132790.0,124190.0,103050.0,100610.0,103740.0,106620.0,108570.0,159460.0,155060.0,112040.0,133270.0,90990.0,103130.0,104300.0,116420.0,138060.0,125420.0,162350.0,109080.0,140390.0,127320.0,108990.0,131070.0,109450.0,135660.0,131840.0,131320.0,134990.0,153390.0,123860.0,133310.0,121000.0,110930.0,141340.0,168070.0,122520.0,131720.0,100520.0,134050.0,78200.0,134050.0,81730.0,3820.0,109.0,3629.0,828.0,13523.0,14896.0,1428.0,691.0,1355.0,8521.0,6993.0,291.0,655.0,7103.0,1846.0,1064.0,1610.0,1555.0,427.0,518.0,5329.0,5702.0,2919.0,1855.0,607.0,3056.0,227.0,1228.0,919.0,509.0,5147.0,382.0,8912.0,7594.0,209.0,4684.0,1200.0,1401.0,5529.0,418.0,1773.0,382.0,3938.0,12414.0,1210.0,118.0,8530.0,4302.0,327.0,1973.0,45.0,35.0,218.0,16.0
"Implement financial planning recommendations, or refer clients to someone who can assist them with plan implementation.",implement financial planning recommendations or refer clients to someone who can assist them with plan implementation,Implement financial decisions.,Implement procedures or processes.,Making Decisions and Solving Problems,Personal Financial Advisors,personal financial advisors,13-2052.00,Personal Financial Advisors,13-2052,13-2052.00,Financial Analysts and Advisors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.878800000000001,False,0.5483961538461539,4.19,100.0,0.3113344048637249,0.7999999999999999,E2,E2,105070.0,77990.0,78690.0,96950.0,79420.0,130330.0,89280.0,129720.0,125050.0,104990.0,100970.0,101450.0,76070.0,94370.0,120130.0,87710.0,92310.0,102530.0,67150.0,105070.0,105070.0,99880.0,125670.0,77930.0,102660.0,63300.0,99930.0,97450.0,93280.0,92720.0,96780.0,158570.0,94270.0,166400.0,96880.0,76870.0,90990.0,68670.0,122830.0,105200.0,80200.0,96330.0,128720.0,84160.0,99160.0,77390.0,110020.0,102640.0,114050.0,80010.0,119430.0,77490.0,105070.0,105070.0,105070.0,266800.0,2540.0,555.0,6430.0,1320.0,32200.0,6730.0,2891.0,826.0,480.0,21490.0,6830.0,550.0,760.0,9760.0,5400.0,1920.0,4150.0,2040.0,1470.0,850.0,5260.0,6200.0,6570.0,5280.0,790.0,4480.0,872.0,2210.0,1730.0,1850.0,9300.0,610.0,21550.0,12340.0,540.0,7680.0,1140.0,3070.0,12200.0,1130.0,2400.0,620.0,3970.0,18200.0,2520.0,520.0,6340.0,5790.0,670.0,5200.0,310.0,114.0,440.0,55.0
Implement online customer service processes to ensure positive and consistent user experiences.,implement online customer service processes to ensure positive and consistent user experiences,Provide customer service to clients or users.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,Search Marketing Strategists,search marketing strategists,15-1199.10,Search Marketing Strategists,13-1161,13-1161.01,Market Research Analysts and Marketing Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.4409779307506348,4.763876071193145,False,0.2054188461538461,3.42,52.17,0.0193572154894546,0.2,E2,E2,78760.0,59530.0,66710.0,71940.0,65430.0,94700.0,93050.0,77740.0,101270.0,98090.0,75450.0,75850.0,59390.0,60970.0,79120.0,63700.0,66390.0,70430.0,61480.0,59690.0,71980.0,76370.0,101810.0,66780.0,87510.0,56640.0,70140.0,68080.0,60000.0,71840.0,64570.0,88190.0,61950.0,98580.0,78410.0,61580.0,72790.0,61940.0,79150.0,68760.0,86240.0,69440.0,63490.0,69790.0,72520.0,62630.0,74880.0,76980.0,95120.0,52340.0,64800.0,60990.0,42240.0,39330.0,59990.0,449790.0,9503.0,646.0,17952.0,7079.0,134863.0,31578.0,11247.0,3570.0000000000005,7181.0,60770.0,27810.0,1824.0,4281.0,45940.0,14400.0,10058.0,8089.999999999999,7124.0,6071.0,2707.0,15370.0,44977.0,27432.0,24103.0,2968.0,16865.0,1654.0,4281.0,6547.0,4757.0,26039.0,1824.0,91177.0,30700.0,1756.0,31000.0,7498.0,12810.0,31040.0,3636.0,13501.0,1733.0,14770.0,71753.0,14510.0,860.0000000000001,29007.0,27704.0,1869.0,17669.0,963.0,91.0,2741.0,102.0
"Implement or perform preventive maintenance, backup, or recovery procedures.",implement or perform preventive maintenance backup or recovery procedures,Implement security measures for computer or information systems.,Implement security measures for computer or information systems.,Working with Computers,Telecommunications Engineering Specialists,telecommunications engineering specialists,15-1143.01,Telecommunications Engineering Specialists,15-1241,15-1241.01,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.962266156462586,True,0.2665865384615384,3.88,76.19,0.2024051814340383,1.10881960112774,E2,E1,134050.0,130810.0,119720.0,130890.0,110400.0,158870.0,139230.0,143890.0,148390.0,137670.0,132800.0,133890.0,108000.0,107620.0,132790.0,124190.0,103050.0,100610.0,103740.0,106620.0,108570.0,159460.0,155060.0,112040.0,133270.0,90990.0,103130.0,104300.0,116420.0,138060.0,125420.0,162350.0,109080.0,140390.0,127320.0,108990.0,131070.0,109450.0,135660.0,131840.0,131320.0,134990.0,153390.0,123860.0,133310.0,121000.0,110930.0,141340.0,168070.0,122520.0,131720.0,100520.0,134050.0,78200.0,134050.0,81730.0,3820.0,109.0,3629.0,828.0,13523.0,14896.0,1428.0,691.0,1355.0,8521.0,6993.0,291.0,655.0,7103.0,1846.0,1064.0,1610.0,1555.0,427.0,518.0,5329.0,5702.0,2919.0,1855.0,607.0,3056.0,227.0,1228.0,919.0,509.0,5147.0,382.0,8912.0,7594.0,209.0,4684.0,1200.0,1401.0,5529.0,418.0,1773.0,382.0,3938.0,12414.0,1210.0,118.0,8530.0,4302.0,327.0,1973.0,45.0,35.0,218.0,16.0
"Implement or perform preventive maintenance, backup, or recovery procedures.",implement or perform preventive maintenance backup or recovery procedures,Create electronic data backup to prevent loss of information.,Implement security measures for computer or information systems.,Working with Computers,Telecommunications Engineering Specialists,telecommunications engineering specialists,15-1143.01,Telecommunications Engineering Specialists,15-1241,15-1241.01,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.962266156462586,True,0.2665865384615384,3.88,76.19,0.2024051814340383,1.10881960112774,E2,E1,134050.0,130810.0,119720.0,130890.0,110400.0,158870.0,139230.0,143890.0,148390.0,137670.0,132800.0,133890.0,108000.0,107620.0,132790.0,124190.0,103050.0,100610.0,103740.0,106620.0,108570.0,159460.0,155060.0,112040.0,133270.0,90990.0,103130.0,104300.0,116420.0,138060.0,125420.0,162350.0,109080.0,140390.0,127320.0,108990.0,131070.0,109450.0,135660.0,131840.0,131320.0,134990.0,153390.0,123860.0,133310.0,121000.0,110930.0,141340.0,168070.0,122520.0,131720.0,100520.0,134050.0,78200.0,134050.0,81730.0,3820.0,109.0,3629.0,828.0,13523.0,14896.0,1428.0,691.0,1355.0,8521.0,6993.0,291.0,655.0,7103.0,1846.0,1064.0,1610.0,1555.0,427.0,518.0,5329.0,5702.0,2919.0,1855.0,607.0,3056.0,227.0,1228.0,919.0,509.0,5147.0,382.0,8912.0,7594.0,209.0,4684.0,1200.0,1401.0,5529.0,418.0,1773.0,382.0,3938.0,12414.0,1210.0,118.0,8530.0,4302.0,327.0,1973.0,45.0,35.0,218.0,16.0
Implement or test design solutions.,implement or test design solutions,"Test performance of electrical, electronic, mechanical, or integrated systems or equipment.",Test performance of equipment or systems.,"Inspecting Equipment, Structures, or Materials",Mechatronics Engineers,mechatronics engineers,17-2199.05,Mechatronics Engineers,17-2199,17-2199.05,Miscellaneous Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.1017641378655311,4.480280983442047,True,0.4337203846153846,3.81,82.05,0.158587759729118,0.6,E0,E0,122930.0,152550.0,142390.0,102280.0,76940.0,130850.0,132590.0,124110.0,103580.0,151920.0,105410.0,112260.0,122800.0,130970.0,111930.0,120880.0,103090.0,76100.0,99830.0,99070.0,120430.0,129770.0,131260.0,121000.0,108850.0,111030.0,102980.0,97470.0,88490.0,103780.0,128130.0,132450.0,162070.0,117600.0,112450.0,100250.0,120470.0,119810.0,123220.0,108950.0,117080.0,110490.0,112260.0,96640.0,115810.0,110320.0,126550.0,148160.0,134570.0,118800.0,110360.0,113050.0,100010.0,81370.0,122930.0,14291.0,2247.0,130.0,1117.0,532.0,18577.0,1649.0,1578.0,44.0,2312.0,5584.0,2675.0,714.0,364.0,1636.0,1000.0,714.0,506.0,325.0,4097.0,383.0,4766.0,1851.0,5000.0,838.0,312.0,1201.0,156.0,195.0,565.0,396.0,2948.0,1422.0,3740.0,2773.0,143.0,4545.0,558.0,1318.0,2110.0,247.0,831.0,71.0,2857.0,7025.0,1136.0,253.0,3285.0,2324.0,429.0,448.0,71.0,52.0,578.0,3.0
Implement or test design solutions.,implement or test design solutions,Implement design or process improvements.,Implement procedures or processes.,Making Decisions and Solving Problems,Mechatronics Engineers,mechatronics engineers,17-2199.05,Mechatronics Engineers,17-2199,17-2199.05,Miscellaneous Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.1017641378655311,4.480280983442047,True,0.4337203846153846,3.81,82.05,0.158587759729118,0.6,E0,E0,122930.0,152550.0,142390.0,102280.0,76940.0,130850.0,132590.0,124110.0,103580.0,151920.0,105410.0,112260.0,122800.0,130970.0,111930.0,120880.0,103090.0,76100.0,99830.0,99070.0,120430.0,129770.0,131260.0,121000.0,108850.0,111030.0,102980.0,97470.0,88490.0,103780.0,128130.0,132450.0,162070.0,117600.0,112450.0,100250.0,120470.0,119810.0,123220.0,108950.0,117080.0,110490.0,112260.0,96640.0,115810.0,110320.0,126550.0,148160.0,134570.0,118800.0,110360.0,113050.0,100010.0,81370.0,122930.0,14291.0,2247.0,130.0,1117.0,532.0,18577.0,1649.0,1578.0,44.0,2312.0,5584.0,2675.0,714.0,364.0,1636.0,1000.0,714.0,506.0,325.0,4097.0,383.0,4766.0,1851.0,5000.0,838.0,312.0,1201.0,156.0,195.0,565.0,396.0,2948.0,1422.0,3740.0,2773.0,143.0,4545.0,558.0,1318.0,2110.0,247.0,831.0,71.0,2857.0,7025.0,1136.0,253.0,3285.0,2324.0,429.0,448.0,71.0,52.0,578.0,3.0
"Implement program plans by ordering needed materials, scheduling speakers, reserving space, or handling other administrative details.",implement program plans by ordering needed materials scheduling speakers reserving space or handling other administrative details,"Plan conferences, programs, or special events.",Plan events or programs.,"Organizing, Planning, and Prioritizing Work","Directors, Religious Activities and Education",directors religious activities and education,21-2021.00,"Directors, Religious Activities and Education",21-2021,21-2021.00,"Directors, Religious Activities and Education",Religious Workers,Community and Social Service Occupations,2026-05-31,0.0030529241359659,4.9583,False,0.2962373076923077,3.86,99.69,0.0468132065523795,0.2,E1,E2,52100.0,79310.0,52100.0,57140.0,33920.0,61570.0,67760.0,47850.0,52100.0,61870.0,49230.0,72910.0,47590.0,44990.0,53600.0,58490.0,66140.0,45640.0,52230.0,29540.0,52100.0,58820.0,62930.0,45590.0,50110.0,49430.0,52980.0,45220.0,72500.0,62460.0,52100.0,65730.0,48240.0,49990.0,63280.0,52100.0,49340.0,47100.0,45360.0,55510.0,44770.0,36120.0,53360.0,61940.0,75420.0,56790.0,52100.0,59020.0,56480.0,52100.0,40180.0,52100.0,52100.0,52100.0,52100.0,22160.0,90.0,46.0,300.0,140.0,3200.0,100.0,160.0,69.0,170.0,1420.0,320.0,310.0,40.0,863.0,670.0,220.0,140.0,250.0,274.0,91.0,300.0,160.0,950.0,760.0,120.0,60.0,640.0,40.0,90.0,97.0,607.0,60.0,3550.0,260.0,61.0,740.0,110.0,1860.0,1210.0,120.0,170.0,50.0,130.0,330.0,50.0,43.0,380.0,390.0,99.0,130.0,40.0,9.0,133.0,5.0
"Implement updates, upgrades, and patches in a timely manner to limit loss of service.",implement updates upgrades and patches in a timely manner to limit loss of service,Implement security measures for computer or information systems.,Implement security measures for computer or information systems.,Working with Computers,Web Administrators,web administrators,15-1199.03,Web Administrators,15-1299,15-1299.01,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.7543,False,0.1875,4.25,80.0,0.0208009232909631,0.2,E2,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,187608.0,6800.0,1836.0,5510.000000000001,2896.0,207228.0,30509.0,8015.0,859.9999999999999,44471.0,13710.0,53339.0,5378.0,2689.0,28854.0,8636.0,9954.0,3465.0,1850.0,12979.0,899.9999999999999,49280.0,15953.0,19236.0,10807.0,3749.0,14340.0,1396.0,5895.0,6748.0,2508.0,31052.0,4266.0,11459.999999999998,39015.0,1887.0,6149.999999999999,8584.0,6334.0,14580.000000000002,2146.0,11118.0,240.0,28260.0,147425.0,17271.0,3413.0,43954.0,37128.0,8739.0,12100.0,440.0,724.0,2275.0,103.0
"Implement updates, upgrades, and patches in a timely manner to limit loss of service.",implement updates upgrades and patches in a timely manner to limit loss of service,Maintain computer networks to enhance performance and user access.,"Maintain electronic, computer, or other technical equipment.",Repairing and Maintaining Mechanical Equipment,Web Administrators,web administrators,15-1199.03,Web Administrators,15-1299,15-1299.01,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.7543,False,0.1875,4.25,80.0,0.0208009232909631,0.2,E2,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,187608.0,6800.0,1836.0,5510.000000000001,2896.0,207228.0,30509.0,8015.0,859.9999999999999,44471.0,13710.0,53339.0,5378.0,2689.0,28854.0,8636.0,9954.0,3465.0,1850.0,12979.0,899.9999999999999,49280.0,15953.0,19236.0,10807.0,3749.0,14340.0,1396.0,5895.0,6748.0,2508.0,31052.0,4266.0,11459.999999999998,39015.0,1887.0,6149.999999999999,8584.0,6334.0,14580.000000000002,2146.0,11118.0,240.0,28260.0,147425.0,17271.0,3413.0,43954.0,37128.0,8739.0,12100.0,440.0,724.0,2275.0,103.0
"Implement Web site security measures, such as firewalls or message encryption.",implement web site security measures such as firewalls or message encryption,Implement security measures for computer or information systems.,Implement security measures for computer or information systems.,Working with Computers,Web Administrators,web administrators,15-1199.03,Web Administrators,15-1299,15-1299.01,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.636316119590215,False,0.223076923076923,4.19,84.21,0.0612630556410149,0.5,E2,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,187608.0,6800.0,1836.0,5510.000000000001,2896.0,207228.0,30509.0,8015.0,859.9999999999999,44471.0,13710.0,53339.0,5378.0,2689.0,28854.0,8636.0,9954.0,3465.0,1850.0,12979.0,899.9999999999999,49280.0,15953.0,19236.0,10807.0,3749.0,14340.0,1396.0,5895.0,6748.0,2508.0,31052.0,4266.0,11459.999999999998,39015.0,1887.0,6149.999999999999,8584.0,6334.0,14580.000000000002,2146.0,11118.0,240.0,28260.0,147425.0,17271.0,3413.0,43954.0,37128.0,8739.0,12100.0,440.0,724.0,2275.0,103.0
Incorporate research findings into practice as appropriate.,incorporate research findings into practice as appropriate,Apply new technologies to improve work processes.,Implement procedures or processes.,Making Decisions and Solving Problems,Midwives,midwives,29-9099.01,Midwives,29-9099,29-9099.01,Miscellaneous Health Practitioners and Technical Workers,Other Healthcare Practitioners and Technical Occupations,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.698224852071006,False,1.7347196153846154,4.19,100.0,0.1498090599103354,0.1,E2,E2,65790.0,69520.0,68610.0,62860.0,37660.0,75800.0,74480.0,78980.0,49990.0,113640.0,75900.0,63230.0,57330.0,62490.0,72610.0,81290.0,42070.0,43430.0,91560.0,63240.0,65790.0,75000.0,80240.0,77130.0,79990.0,37920.0,86110.0,79070.0,49400.0,64170.0,79860.0,76570.0,35270.0,102990.0,57390.0,52240.0,60670.0,73320.0,67270.0,45360.0,63060.0,67940.0,65790.0,63400.0,62420.0,67320.0,59300.0,63410.0,80730.0,66080.0,81580.0,60410.0,65790.0,108890.0,65790.0,35010.0,80.0,70.0,690.0,610.0,4180.0,200.0,420.0,90.0,130.0,1070.0,1770.0,720.0,110.0,970.0,500.0,410.0,270.0,190.0,3900.0,143.0,2110.0,310.0,1160.0,410.0,230.0,450.0,190.0,200.0,1020.0,360.0,720.0,150.0,1110.0,940.0,80.0,350.0,30.0,210.0,2490.0,240.0,340.0,102.0,1650.0,1460.0,160.0,130.0,530.0,880.0,80.0,470.0,80.0,15.0,60.0,7.0
"Incorporate technical considerations into Web site design plans, such as budgets, equipment, performance requirements, and legal issues including accessibility and privacy.",incorporate technical considerations into web site design plans such as budgets equipment performance requirements and legal issues including accessibility and privacy,Develop specifications or procedures for website development or maintenance.,Develop technical specifications for products or operations.,Thinking Creatively,Web Developers,web developers,15-1134.00,Web Developers,15-1254,15-1254.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.6071,False,0.6196954985754985,3.631111111111111,93.20962962962962,0.2413793103448276,0.4094648663473899,E1,E1,98992.64705882352,72653.81487889274,83517.34429065743,88434.70588235294,77620.8910034602,128812.9411764706,91499.11764705884,90808.5294117647,86000.58823529411,110755.88235294116,87110.57958477509,97867.35294117648,98992.64705882352,70885.29411764706,85317.35294117648,71124.11764705883,66920.29411764706,71930.29411764706,79483.82352941176,76087.05882352941,98992.64705882352,103787.9411764706,106891.4705882353,88712.94117647059,90754.41176470587,70804.10899653978,85431.76470588235,70425.58823529411,72062.64705882352,81487.64705882352,96639.70588235294,95252.64705882352,59838.23529411765,111103.23529411764,97381.17647058824,67758.5294117647,90256.75605536332,77384.11764705883,85561.17647058824,96315.88235294116,102526.76470588236,79721.17647058824,77863.53806228373,68473.23529411765,95216.17647058824,100069.41176470587,92620.8910034602,99745.88235294116,130462.35294117648,74685.88235294117,93262.0588235294,67633.23529411765,61108.52076124567,47517.64705882353,98992.64705882352,62631.91176470588,482.9411764705882,74.11764705882354,898.2352941176471,468.1764705882353,18367.941176470587,2557.3529411764707,923.2352941176472,158.23529411764707,457.9411764705882,4334.558823529412,2226.470588235294,164.70588235294116,287.05882352941177,3047.058823529412,1027.6470588235293,559.7058823529412,332.3529411764706,448.8235294117647,311.1764705882353,287.3529411764705,1596.764705882353,2387.058823529412,1675.0,1378.8235294117646,212.35294117647047,1187.9411764705883,298.52941176470586,503.8235294117647,809.4117647058823,447.6470588235294,2205.2941176470586,169.11764705882354,11014.411764705885,2795.5882352941176,98.23529411764706,2153.823529411765,370.88235294117646,1190.294117647059,2312.6470588235293,222.7941176470588,760.2941176470589,274.3235294117647,2732.058823529412,5468.823529411765,1157.0588235294117,99.05882352941175,3137.058823529412,8425.588235294117,288.2352941176471,1012.3529411764706,83.52941176470588,28.676470588235293,221.1764705882353,13.0
"Incorporate technical considerations into Web site design plans, such as budgets, equipment, performance requirements, or legal issues including accessibility and privacy.",incorporate technical considerations into web site design plans such as budgets equipment performance requirements or legal issues including accessibility and privacy,Develop specifications or procedures for website development or maintenance.,Develop technical specifications for products or operations.,Thinking Creatively,Web Developers,web developers,15-1134.00,Web and Digital Interface Designers,15-1255,15-1255.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.52,False,0.7843856610576924,3.630625,96.614375,0.2333333333333333,0.4690969619612205,E1,E2,98992.64705882352,72653.81487889274,83517.34429065743,88434.70588235294,77620.8910034602,128812.9411764706,91499.11764705884,90808.5294117647,86000.58823529411,110755.88235294116,87110.57958477509,97867.35294117648,98992.64705882352,70885.29411764706,85317.35294117648,71124.11764705883,66920.29411764706,71930.29411764706,79483.82352941176,76087.05882352941,98992.64705882352,103787.9411764706,106891.4705882353,88712.94117647059,90754.41176470587,70804.10899653978,85431.76470588235,70425.58823529411,72062.64705882352,81487.64705882352,96639.70588235294,95252.64705882352,59838.23529411765,111103.23529411764,97381.17647058824,67758.5294117647,90256.75605536332,77384.11764705883,85561.17647058824,96315.88235294116,102526.76470588236,79721.17647058824,77863.53806228373,68473.23529411765,95216.17647058824,100069.41176470587,92620.8910034602,99745.88235294116,130462.35294117648,74685.88235294117,93262.0588235294,67633.23529411765,61108.52076124567,47517.64705882353,98992.64705882352,62631.91176470588,482.9411764705882,74.11764705882354,898.2352941176471,468.1764705882353,18367.941176470587,2557.3529411764707,923.2352941176472,158.23529411764707,457.9411764705882,4334.558823529412,2226.470588235294,164.70588235294116,287.05882352941177,3047.058823529412,1027.6470588235293,559.7058823529412,332.3529411764706,448.8235294117647,311.1764705882353,287.3529411764705,1596.764705882353,2387.058823529412,1675.0,1378.8235294117646,212.35294117647047,1187.9411764705883,298.52941176470586,503.8235294117647,809.4117647058823,447.6470588235294,2205.2941176470586,169.11764705882354,11014.411764705885,2795.5882352941176,98.23529411764706,2153.823529411765,370.88235294117646,1190.294117647059,2312.6470588235293,222.7941176470588,760.2941176470589,274.3235294117647,2732.058823529412,5468.823529411765,1157.0588235294117,99.05882352941175,3137.058823529412,8425.588235294117,288.2352941176471,1012.3529411764706,83.52941176470588,28.676470588235293,221.1764705882353,13.0
"Inform athletes about nutrition, hydration, dietary supplements, or uses and possible consequences of medication.",inform athletes about nutrition hydration dietary supplements or uses and possible consequences of medication,"Advise athletes, coaches, or trainers on exercise regimens, nutrition, or equipment use.",Advise others on healthcare or wellness issues.,Providing Consultation and Advice to Others,Sports Medicine Physicians,sports medicine physicians,29-1069.11,Sports Medicine Physicians,29-1229,29-1229.06,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.031636287450241,False,0.3885430769230769,3.78,96.67,0.026000907200972,0.1,E1,E2,265930.0,272610.0,355100.0,312490.0,136880.0,281590.0,298320.0,214990.0,297470.0,77430.0,262180.0,266880.0,339290.0,299340.0,132540.0,366190.0,295190.0,221540.0,327390.0,350920.0,419410.0,212080.0,236580.0,155480.0,367320.0,228130.0,227980.0,438850.0,290470.0,252120.0,361300.0,285010.0,327670.0,242500.0,260330.0,454550.0,297440.0,259220.0,347180.0,217310.0,228590.0,274480.0,265930.0,301290.0,269800.0,228060.0,343050.0,278530.0,307170.0,258020.0,391740.0,342800.0,265930.0,172230.0,265930.0,48944.0,2274.0,154.0,3884.0,2451.0,14584.0,1137.0,2685.0,783.0,1120.0,13361.0,4901.0,1045.0,971.0,11876.0,3862.0,823.0,2988.0,1908.0,2708.0,765.0,5907.0,4690.0,7512.0,3056.0,364.0,2279.0,331.0,668.0,1371.0,571.0,5558.0,1102.0,9483.0,8043.0,423.0,12087.0,1440.0,2359.0,13595.0,674.0,2576.0,114.0,3050.0,17548.0,2005.0,251.0,4844.0,3599.0,1131.0,3627.0,251.0,21.0,531.0,10.0
Inform citizens of community services and recommend options to facilitate longer-term problem resolution.,inform citizens of community services and recommend options to facilitate longerterm problem resolution,"Inform the public about policies, services or procedures.","Explain regulations, policies, or procedures.",Interpreting the Meaning of Information for Others,Police and Sheriff's Patrol Officers,police and sheriffs patrol officers,33-3051.00,Police and Sheriff's Patrol Officers,33-3051,33-3051.00,Police Officers,Law Enforcement Workers,Protective Service Occupations,2026-05-31,0.0030529241359659,4.428616584132337,False,0.4756753846153846,3.59,96.92,0.0385954258934634,0.1,E1,E2,76210.0,51270.0,99130.0,78880.0,47670.0,118880.0,97350.0,82170.0,92970.0,88650.0,74470.0,58120.0,83820.0,66990.0,100520.0,73370.0,74470.0,59230.0,60490.0,48380.0,67050.0,77970.0,78940.0,73730.0,83360.0,46140.0,59460.0,70050.0,74620.0,78140.0,71640.0,92610.0,69180.0,92790.0,59300.0,74500.0,77020.0,59700.0,88140.0,85470.0,77230.0,58070.0,60740.0,59280.0,75900.0,77310.0,68910.0,65870.0,102080.0,56960.0,78090.0,66140.0,62130.0,45510.0,76210.0,138836.0,4849.0,522.0,4974.0,2365.0,27307.0,3980.0,2692.0,745.0,1955.0,18068.0,9181.0,1002.0,1164.0,12084.0,5375.0,2124.0,2539.0,3267.0,5135.0,878.0,4025.0,7057.0,6936.0,3793.0,3342.0,5620.0,894.0,1445.0,2369.0,1019.0,9019.0,1897.0,22143.0,9264.0,675.0,9703.0,4000.0,2083.0,10978.0,803.0,5355.0,828.0,6473.0,26131.0,2278.0,422.0,8270.0,3793.0,1201.0,5102.0,542.0,224.0,4820.0,29.0
Inform citizens of community services and recommend options to facilitate longer-term problem resolution.,inform citizens of community services and recommend options to facilitate longerterm problem resolution,Recommend improvements to increase safety or reduce risks.,Advise others on workplace health or safety issues.,Providing Consultation and Advice to Others,Police and Sheriff's Patrol Officers,police and sheriffs patrol officers,33-3051.00,Police and Sheriff's Patrol Officers,33-3051,33-3051.00,Police Officers,Law Enforcement Workers,Protective Service Occupations,2026-05-31,0.0030529241359659,4.428616584132337,False,0.4756753846153846,3.59,96.92,0.0385954258934634,0.1,E1,E2,76210.0,51270.0,99130.0,78880.0,47670.0,118880.0,97350.0,82170.0,92970.0,88650.0,74470.0,58120.0,83820.0,66990.0,100520.0,73370.0,74470.0,59230.0,60490.0,48380.0,67050.0,77970.0,78940.0,73730.0,83360.0,46140.0,59460.0,70050.0,74620.0,78140.0,71640.0,92610.0,69180.0,92790.0,59300.0,74500.0,77020.0,59700.0,88140.0,85470.0,77230.0,58070.0,60740.0,59280.0,75900.0,77310.0,68910.0,65870.0,102080.0,56960.0,78090.0,66140.0,62130.0,45510.0,76210.0,138836.0,4849.0,522.0,4974.0,2365.0,27307.0,3980.0,2692.0,745.0,1955.0,18068.0,9181.0,1002.0,1164.0,12084.0,5375.0,2124.0,2539.0,3267.0,5135.0,878.0,4025.0,7057.0,6936.0,3793.0,3342.0,5620.0,894.0,1445.0,2369.0,1019.0,9019.0,1897.0,22143.0,9264.0,675.0,9703.0,4000.0,2083.0,10978.0,803.0,5355.0,828.0,6473.0,26131.0,2278.0,422.0,8270.0,3793.0,1201.0,5102.0,542.0,224.0,4820.0,29.0
Inform company employees or other interested parties of environmental issues.,inform company employees or other interested parties of environmental issues,Advise others regarding green practices or environmental concerns.,Advise others on environmental sustainability or green practices.,Providing Consultation and Advice to Others,Environmental Engineers,environmental engineers,17-2081.00,Environmental Engineers,17-2081,17-2081.00,Environmental Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,3.5357142857142865,False,0.1436188461538461,3.67,85.71,0.008736689345038,0.1,E2,E2,107110.0,102650.0,110220.0,93970.0,85280.0,130410.0,106890.0,114710.0,95720.0,107110.0,116840.0,96530.0,107880.0,117520.0,107990.0,92460.0,94830.0,94070.0,107520.0,130510.0,93930.0,97570.0,115800.0,105080.0,115750.0,91100.0,98170.0,100140.0,120620.0,109720.0,88610.0,102630.0,108360.0,101270.0,99440.0,91370.0,113180.0,92090.0,127100.0,103330.0,101140.0,96140.0,98890.0,97190.0,123060.0,103380.0,92580.0,104940.0,125460.0,83200.0,89990.0,106330.0,107110.0,77560.0,107110.0,38340.0,780.0,260.0,690.0,210.0,4550.0,1320.0,450.0,150.0,172.0,1800.0,830.0,150.0,400.0,940.0,520.0,150.0,320.0,350.0,340.0,220.0,1030.0,1880.0,810.0,1080.0,260.0,510.0,300.0,270.0,290.0,210.0,990.0,500.0,3170.0,1210.0,90.0,730.0,530.0,650.0,1750.0,200.0,560.0,90.0,540.0,1940.0,410.0,110.0,1010.0,1920.0,370.0,890.0,200.0,16.0,110.0,8.0
"Inform customers by mail or telephone of order information, such as unit prices, shipping dates, and any anticipated delays.",inform customers by mail or telephone of order information such as unit prices shipping dates and any anticipated delays,Provide notifications to customers or patrons.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,Order Clerks,order clerks,43-4151.00,Order Clerks,43-4151,43-4151.00,Order Clerks,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0226142528590069,4.984806334260647,False,2.2722796153846154,3.92,80.04,0.1652833904952445,0.1,E2,E1,46170.0,48840.0,37590.0,48590.0,41760.0,47290.0,49530.0,47500.0,41430.0,49150.0,44380.0,41720.0,46760.0,40110.0,47670.0,44340.0,44980.0,45200.0,40620.0,37520.0,47750.0,47700.0,55040.0,44240.0,48400.0,43040.0,46170.0,42000.0,44060.0,40560.0,48540.0,46270.0,41020.0,48320.0,46060.0,46170.0,46120.0,45850.0,50260.0,46840.0,49410.0,41740.0,48010.0,39160.0,44280.0,40260.0,49950.0,42580.0,47990.0,45320.0,47750.0,46170.0,46170.0,46170.0,46170.0,75200.0,80.0,70.0,760.0,290.0,12390.0,1970.0,710.0,170.0,170.0,3270.0,1750.0,210.0,90.0,3540.0,1800.0,680.0,310.0,930.0,660.0,300.0,850.0,1350.0,2290.0,1150.0,470.0,840.0,60.0,440.0,740.0,390.0,2640.0,310.0,3530.0,2990.0,206.0,3810.0,2210.0,790.0,2570.0,170.0,740.0,330.0,2260.0,5180.0,880.0,146.0,1690.0,4300.0,100.0,1540.0,135.0,32.0,451.0,15.0
Inform customers of contracts or other information pertaining to purchased services.,inform customers of contracts or other information pertaining to purchased services,Advise others on business or operational matters.,Advise others on business or operational matters.,Providing Consultation and Advice to Others,"Sales Representatives, Services, All Other",sales representatives services all other,41-3099.00,"Sales Representatives of Services, Except Advertising, Insurance, Financial Services, and Travel",41-3091,41-3091.00,"Miscellaneous Sales Representatives, Services","Sales Representatives, Services",Sales and Related Occupations,2026-05-31,0.0030529241359659,4.352750809061488,False,0.2597452338877339,3.786216216216217,84.55324324324324,0.221664671799086,0.7820017637507292,E2,E1,69990.0,58840.0,69610.0,72920.0,50570.0,80850.0,79810.0,76940.0,67540.0,76770.0,60660.0,75280.0,58500.0,58930.0,66900.0,63960.0,62420.0,62580.0,52750.0,55200.0,63900.0,63310.0,83760.0,73380.0,75370.0,48440.0,60440.0,58720.0,57770.0,62450.0,71510.0,79200.0,61880.0,92190.0,62620.0,66060.0,59390.0,54990.0,67040.0,64480.0,81450.0,58510.0,61770.0,60230.0,61680.0,62580.0,77530.0,72640.0,79920.0,50240.0,64020.0,58970.0,37170.0,28580.0,42980.0,1256010.0,12840.0,900.0,26340.0,5750.0,156110.0,37810.0,11420.0,2910.0,3120.0,107650.0,46960.0,3450.0,5030.0,69910.0,21950.0,6530.0,12480.0,11860.0,8200.0,2120.0,21580.0,32300.0,27160.0,19220.0,3730.0,14100.0,1730.0,6110.0,10950.0,4670.0,44980.0,3790.0,80510.0,46039.99999999999,1620.0,38440.0,9710.0,10440.0,39920.0,4023.0,21070.0,630.0,21600.0,135030.0,16210.000000000002,1130.0,41390.0,18950.0,2130.0,22720.0,750.0,160.0,2940.0,80.0
Inform designated employees or departments of items loaded or problems encountered.,inform designated employees or departments of items loaded or problems encountered,"Notify others of emergencies, problems, or hazards.",Notify others of emergencies or problems.,"Communicating with Supervisors, Peers, or Subordinates","First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand",firstline supervisors of helpers laborers and material movers hand,53-1021.00,"First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand",53-1042,53-1042.00,First-Line Supervisors of Transportation and Material Moving Workers,Supervisors of Transportation and Material Moving Workers,Transportation and Material Moving Occupations,2026-05-31,0.0339213792885103,4.950189907759088,False,1.5435523076923077,4.12,86.74,0.1037034140927493,0.1,E0,E0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,126680.0,1711.0,263.0,2622.0,1055.0,14740.0,2326.0,1373.0,392.0,568.0,8036.0,3957.0,508.0,694.0,4935.0,2591.0,1262.0,1163.0,1619.0,1566.0,518.0,2236.0,2944.0,3564.0,2387.0,941.0,2376.0,414.0,829.0,1256.0,553.0,3468.0,705.0,7840.0,3999.0,348.0,4492.0,1382.0,1592.0,4908.0,406.0,1865.0,370.0,2653.0,11388.0,1405.0,246.0,3326.0,2874.0,568.0,2381.0,227.0,54.0,760.0,26.0
"Inform financial decisions by analyzing financial information to forecast business, industry, or economic conditions.",inform financial decisions by analyzing financial information to forecast business industry or economic conditions,Apply mathematical models of financial or business conditions.,Analyze business or financial data.,Analyzing Data or Information,Financial Analysts,financial analysts,13-2051.00,Financial Risk Specialists,13-2054,13-2054.00,Financial Analysts and Advisors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.837921117502055,False,0.2276829086538461,3.77625,94.87,0.4757596695230409,2.325077151149704,E2,E2,110326.8,86329.2,93467.6,98355.2,73310.0,119510.0,112404.0,111834.8,121372.8,102374.0,97303.2,100018.0,92154.4,88370.8,102802.4,90854.8,99291.2,84823.6,78009.6,66715.2,115724.0,109085.2,121107.2,99850.4,104253.6,88170.4,99564.0,100089.6,89979.2,92051.6,121936.0,119327.2,87437.6,132558.0,117808.0,76329.2,96552.4,82500.0,114864.8,94121.6,102588.4,96712.0,88651.2,91929.2,101547.2,84298.0,104933.136,116420.4,115498.8,82196.4,96740.0,151969.2,110326.8,61627.2,90965.136,206952.4,1730.4,117.2,3735.2,745.2,24767.2,4405.200000000001,1419.84,1702.4,1870.8,13432.4,5828.0,334.8,466.8,11368.0,1964.0,1235.6,975.6,1440.8000000000002,966.4,781.24,3035.6,7848.0,4150.0,4194.8,465.2,2682.8,237.2,779.92,1174.8,434.4,6417.6,540.0,31413.6,7764.799999999999,190.8,5782.0,915.6,1577.2,7621.2,1093.1999999999998,2019.2,461.2,2637.6,16319.2,2492.4,319.43999999999994,5917.2,4701.6,218.0,2923.6,179.6,88.0,851.6,41.04
"Inform financial decisions by analyzing financial information to forecast business, industry, or economic conditions.",inform financial decisions by analyzing financial information to forecast business industry or economic conditions,Analyze business or financial data.,Analyze business or financial data.,Analyzing Data or Information,Financial Analysts,financial analysts,13-2051.00,Financial Risk Specialists,13-2054,13-2054.00,Financial Analysts and Advisors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.837921117502055,False,0.2276829086538461,3.77625,94.87,0.4757596695230409,2.325077151149704,E2,E2,110326.8,86329.2,93467.6,98355.2,73310.0,119510.0,112404.0,111834.8,121372.8,102374.0,97303.2,100018.0,92154.4,88370.8,102802.4,90854.8,99291.2,84823.6,78009.6,66715.2,115724.0,109085.2,121107.2,99850.4,104253.6,88170.4,99564.0,100089.6,89979.2,92051.6,121936.0,119327.2,87437.6,132558.0,117808.0,76329.2,96552.4,82500.0,114864.8,94121.6,102588.4,96712.0,88651.2,91929.2,101547.2,84298.0,104933.136,116420.4,115498.8,82196.4,96740.0,151969.2,110326.8,61627.2,90965.136,206952.4,1730.4,117.2,3735.2,745.2,24767.2,4405.200000000001,1419.84,1702.4,1870.8,13432.4,5828.0,334.8,466.8,11368.0,1964.0,1235.6,975.6,1440.8000000000002,966.4,781.24,3035.6,7848.0,4150.0,4194.8,465.2,2682.8,237.2,779.92,1174.8,434.4,6417.6,540.0,31413.6,7764.799999999999,190.8,5782.0,915.6,1577.2,7621.2,1093.1999999999998,2019.2,461.2,2637.6,16319.2,2492.4,319.43999999999994,5917.2,4701.6,218.0,2923.6,179.6,88.0,851.6,41.04
"Inform investment decisions by analyzing financial information to forecast business, industry, or economic conditions.",inform investment decisions by analyzing financial information to forecast business industry or economic conditions,Apply mathematical models of financial or business conditions.,Analyze business or financial data.,Analyzing Data or Information,Financial Analysts,financial analysts,13-2051.00,Financial and Investment Analysts,13-2051,13-2051.00,Financial Analysts and Advisors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.933300000000001,False,0.2276829086538461,3.77625,94.87,0.6066449247285021,2.325077151149704,E2,E2,110326.8,86329.2,93467.6,98355.2,73310.0,119510.0,112404.0,111834.8,121372.8,102374.0,97303.2,100018.0,92154.4,88370.8,102802.4,90854.8,99291.2,84823.6,78009.6,66715.2,115724.0,109085.2,121107.2,99850.4,104253.6,88170.4,99564.0,100089.6,89979.2,92051.6,121936.0,119327.2,87437.6,132558.0,117808.0,76329.2,96552.4,82500.0,114864.8,94121.6,102588.4,96712.0,88651.2,91929.2,101547.2,84298.0,104933.136,116420.4,115498.8,82196.4,96740.0,151969.2,110326.8,61627.2,90965.136,206952.4,1730.4,117.2,3735.2,745.2,24767.2,4405.200000000001,1419.84,1702.4,1870.8,13432.4,5828.0,334.8,466.8,11368.0,1964.0,1235.6,975.6,1440.8000000000002,966.4,781.24,3035.6,7848.0,4150.0,4194.8,465.2,2682.8,237.2,779.92,1174.8,434.4,6417.6,540.0,31413.6,7764.799999999999,190.8,5782.0,915.6,1577.2,7621.2,1093.1999999999998,2019.2,461.2,2637.6,16319.2,2492.4,319.43999999999994,5917.2,4701.6,218.0,2923.6,179.6,88.0,851.6,41.04
"Inform investment decisions by analyzing financial information to forecast business, industry, or economic conditions.",inform investment decisions by analyzing financial information to forecast business industry or economic conditions,Analyze business or financial data.,Analyze business or financial data.,Analyzing Data or Information,Financial Analysts,financial analysts,13-2051.00,Financial and Investment Analysts,13-2051,13-2051.00,Financial Analysts and Advisors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.933300000000001,False,0.2276829086538461,3.77625,94.87,0.6066449247285021,2.325077151149704,E2,E2,110326.8,86329.2,93467.6,98355.2,73310.0,119510.0,112404.0,111834.8,121372.8,102374.0,97303.2,100018.0,92154.4,88370.8,102802.4,90854.8,99291.2,84823.6,78009.6,66715.2,115724.0,109085.2,121107.2,99850.4,104253.6,88170.4,99564.0,100089.6,89979.2,92051.6,121936.0,119327.2,87437.6,132558.0,117808.0,76329.2,96552.4,82500.0,114864.8,94121.6,102588.4,96712.0,88651.2,91929.2,101547.2,84298.0,104933.136,116420.4,115498.8,82196.4,96740.0,151969.2,110326.8,61627.2,90965.136,206952.4,1730.4,117.2,3735.2,745.2,24767.2,4405.200000000001,1419.84,1702.4,1870.8,13432.4,5828.0,334.8,466.8,11368.0,1964.0,1235.6,975.6,1440.8000000000002,966.4,781.24,3035.6,7848.0,4150.0,4194.8,465.2,2682.8,237.2,779.92,1174.8,434.4,6417.6,540.0,31413.6,7764.799999999999,190.8,5782.0,915.6,1577.2,7621.2,1093.1999999999998,2019.2,461.2,2637.6,16319.2,2492.4,319.43999999999994,5917.2,4701.6,218.0,2923.6,179.6,88.0,851.6,41.04
"Inform management about problems, such as employee disputes.",inform management about problems such as employee disputes,Report information to managers or other personnel.,Communicate with others about operational plans or activities.,"Communicating with Supervisors, Peers, or Subordinates",First-Line Supervisors of Personal Service Workers,firstline supervisors of personal service workers,39-1021.00,First-Line Supervisors of Personal Service Workers,39-1022,39-1022.00,First-Line Supervisors of Personal Service Workers,Supervisors of Personal Care and Service Workers,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.869560680371491,False,0.5439484615384615,3.97,100.0,0.0427983030774018,0.1,E2,E1,52648.57142857143,45328.16326530612,52521.02040816326,48103.87755102041,42089.59183673469,54053.87755102041,55753.87755102041,53239.59183673469,54649.59183673469,57843.87755102041,50041.02040816326,47236.73469387755,54613.87755102041,47862.44897959184,49236.73469387755,48879.59183673469,44101.02040816326,49516.73469387755,44841.02040816326,43812.44897959184,55429.59183673469,50978.16326530612,54821.02040816326,45913.87755102041,51263.87755102041,44126.73469387755,47903.87755102041,49351.02040816326,47435.30612244898,48341.02040816326,52028.16326530612,53005.30612244898,45022.44897959184,53865.30612244898,49031.02040816326,49248.16326530612,46221.02040816326,42915.30612244898,52588.16326530612,48365.30612244898,52128.16326530612,48878.16326530612,48346.73469387755,47205.30612244898,47212.44897959184,46846.73469387755,53829.59183673469,49358.16326530612,59136.73469387755,41461.02040816326,49328.16326530612,51036.73469387755,36049.59183673469,35923.87755102041,52648.57142857143,113021.42857142858,1701.7142857142858,371.4285714285714,2164.0,774.5714285714286,12277.428571428572,3274.2857142857147,1627.142857142857,364.2857142857143,343.42857142857144,6615.714285714285,3134.285714285714,649.4285714285714,625.4285714285714,3850.857142857143,1971.7142857142856,1116.0,875.1428571428571,1076.857142857143,1100.571428571429,386.57142857142856,2435.714285714286,2364.5714285714284,2708.5714285714284,2102.857142857143,772.8571428571429,1572.857142857143,422.5714285714286,717.1428571428571,1572.857142857143,653.7142857142857,3722.571428571429,431.1428571428572,5842.857142857143,3560.857142857143,260.0,3662.0,1089.428571428571,1555.7142857142856,5415.428571428572,389.1428571428571,1778.2857142857142,281.42857142857144,1747.7142857142858,9634.285714285714,1365.142857142857,252.57142857142856,3002.0,2005.428571428572,439.1428571428572,2655.428571428572,200.8571428571429,52.285714285714285,452.2857142857143,23.0
Inform patrons of establishment specialties and features.,inform patrons of establishment specialties and features,Present food or beverage information or menus to customers.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,"Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop",hosts and hostesses restaurant lounge and coffee shop,35-9031.00,"Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop",35-9031,35-9031.00,"Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop",Other Food Preparation and Serving Related Workers,Food Preparation and Serving Related Occupations,2026-05-31,0.0791498850065242,4.229257290156276,False,3.182326153846154,3.94,82.6,0.2305709896766114,0.1,E1,E2,31200.0,26130.0,30210.0,34740.0,26760.0,36640.0,36340.0,34210.0,31200.0,37570.0,29810.0,27850.0,47070.0,27280.0,31200.0,26920.0,28210.0,28110.0,27100.0,22060.0,36800.0,34860.0,34960.0,28950.0,30200.0,21990.0,29130.0,28910.0,28450.0,31170.0,33920.0,34050.0,28480.0,36490.0,28320.0,28660.0,27550.0,24740.0,40720.0,29170.0,31400.0,27000.0,30310.0,27490.0,27080.0,29610.0,31080.0,30490.0,37270.0,24420.0,28060.0,22660.0,20450.0,22480.0,33540.0,432690.0,5400.0,740.0,10710.0,3110.0,41100.0,9490.0,3670.0,1680.0,2450.0,37100.0,17300.0,2650.0,2360.0,16500.0,9730.0,2630.0,4540.0,5120.0,6440.0,1460.0,7390.0,13540.0,12620.0,7150.0,2660.0,8510.0,1260.0,2830.0,6570.0,2130.0,9420.0,2670.0,18640.0,15160.0,800.0,15480.0,5060.0,5740.0,18020.0,1386.0,7990.0,630.0,11280.0,35550.0,4950.0,1060.0,10890.0,9530.0,1580.0,6430.0,660.0,250.0,1270.0,90.0
Inform patrons of establishment specialties and features.,inform patrons of establishment specialties and features,Provide customers with general information or assistance.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,"Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop",hosts and hostesses restaurant lounge and coffee shop,35-9031.00,"Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop",35-9031,35-9031.00,"Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop",Other Food Preparation and Serving Related Workers,Food Preparation and Serving Related Occupations,2026-05-31,0.0791498850065242,4.229257290156276,False,3.182326153846154,3.94,82.6,0.2305709896766114,0.1,E1,E2,31200.0,26130.0,30210.0,34740.0,26760.0,36640.0,36340.0,34210.0,31200.0,37570.0,29810.0,27850.0,47070.0,27280.0,31200.0,26920.0,28210.0,28110.0,27100.0,22060.0,36800.0,34860.0,34960.0,28950.0,30200.0,21990.0,29130.0,28910.0,28450.0,31170.0,33920.0,34050.0,28480.0,36490.0,28320.0,28660.0,27550.0,24740.0,40720.0,29170.0,31400.0,27000.0,30310.0,27490.0,27080.0,29610.0,31080.0,30490.0,37270.0,24420.0,28060.0,22660.0,20450.0,22480.0,33540.0,432690.0,5400.0,740.0,10710.0,3110.0,41100.0,9490.0,3670.0,1680.0,2450.0,37100.0,17300.0,2650.0,2360.0,16500.0,9730.0,2630.0,4540.0,5120.0,6440.0,1460.0,7390.0,13540.0,12620.0,7150.0,2660.0,8510.0,1260.0,2830.0,6570.0,2130.0,9420.0,2670.0,18640.0,15160.0,800.0,15480.0,5060.0,5740.0,18020.0,1386.0,7990.0,630.0,11280.0,35550.0,4950.0,1060.0,10890.0,9530.0,1580.0,6430.0,660.0,250.0,1270.0,90.0
"Inform students of the procedures for completing and submitting class work, such as lab reports.",inform students of the procedures for completing and submitting class work such as lab reports,Advise students on academic or career matters.,Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,Graduate Teaching Assistants,graduate teaching assistants,25-1191.00,"Teaching Assistants, Postsecondary",25-9044,25-9044.00,Teaching Assistants,Other Educational Instruction and Library Occupations,Educational Instruction and Library Occupations,2026-05-31,0.0030529241359659,3.4602528390829224,False,0.359165,4.08,84.64,0.0708059306559783,0.3,E1,E1,42910.0,22600.0,35790.0,49810.0,23140.0,49140.0,37450.0,42910.0,42910.0,43160.0,37770.0,48800.0,42910.0,37310.0,36040.0,34910.0,38960.0,41580.0,49680.0,37950.0,47210.0,58330.0,56370.0,39830.0,53380.0,42910.0,42910.0,30070.0,39650.0,24960.0,26810.0,54260.0,48270.0,43610.0,50050.0,49960.0,48710.0,49920.0,49550.0,38020.0,49420.0,46760.0,39840.0,36950.0,55670.0,52300.0,48620.0,49890.0,50460.0,35960.0,47990.0,42910.0,42910.0,47440.0,42910.0,164090.0,2216.0,70.0,7200.0,2600.0,19120.0,530.0,4700.0,508.0,130.0,9130.0,2470.0,658.0,220.0,12340.0,1940.0,560.0,640.0,990.0,440.0,90.0,5030.0,3040.0,18440.0,600.0,390.0,3078.0,380.0,730.0,540.0,480.0,3390.0,370.0,17390.0,2900.0,90.0,2210.0,1680.0,880.0,2480.0,50.0,2730.0,460.0,300.0,13540.0,2020.0,60.0,1660.0,1480.0,40.0,4210.0,294.0,70.0,1640.0,34.0
"Inform students of the procedures for completing and submitting class work, such as lab reports.",inform students of the procedures for completing and submitting class work such as lab reports,Advise others on educational matters.,Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,Graduate Teaching Assistants,graduate teaching assistants,25-1191.00,"Teaching Assistants, Postsecondary",25-9044,25-9044.00,Teaching Assistants,Other Educational Instruction and Library Occupations,Educational Instruction and Library Occupations,2026-05-31,0.0030529241359659,3.4602528390829224,False,0.359165,4.08,84.64,0.0708059306559783,0.3,E1,E1,42910.0,22600.0,35790.0,49810.0,23140.0,49140.0,37450.0,42910.0,42910.0,43160.0,37770.0,48800.0,42910.0,37310.0,36040.0,34910.0,38960.0,41580.0,49680.0,37950.0,47210.0,58330.0,56370.0,39830.0,53380.0,42910.0,42910.0,30070.0,39650.0,24960.0,26810.0,54260.0,48270.0,43610.0,50050.0,49960.0,48710.0,49920.0,49550.0,38020.0,49420.0,46760.0,39840.0,36950.0,55670.0,52300.0,48620.0,49890.0,50460.0,35960.0,47990.0,42910.0,42910.0,47440.0,42910.0,164090.0,2216.0,70.0,7200.0,2600.0,19120.0,530.0,4700.0,508.0,130.0,9130.0,2470.0,658.0,220.0,12340.0,1940.0,560.0,640.0,990.0,440.0,90.0,5030.0,3040.0,18440.0,600.0,390.0,3078.0,380.0,730.0,540.0,480.0,3390.0,370.0,17390.0,2900.0,90.0,2210.0,1680.0,880.0,2480.0,50.0,2730.0,460.0,300.0,13540.0,2020.0,60.0,1660.0,1480.0,40.0,4210.0,294.0,70.0,1640.0,34.0
"Inform tenants of facilities, such as laundries or playgrounds.",inform tenants of facilities such as laundries or playgrounds,"Provide basic information to guests, visitors, or clients.","Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,Social and Human Service Assistants,social and human service assistants,21-1093.00,Social and Human Service Assistants,21-1093,21-1093.00,Miscellaneous Community and Social Service Specialists,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0030529241359659,4.9286,False,0.131371923076923,2.61,31.69,0.0061168866776858,0.1,E1,E0,45930.0,35830.0,47360.0,40730.0,36770.0,51090.0,47690.0,44730.0,40710.0,59460.0,44410.0,39480.0,42400.0,47540.0,46950.0,44550.0,42480.0,42570.0,37440.0,35780.0,47710.0,47210.0,47130.0,39160.0,49940.0,31200.0,41780.0,38570.0,38940.0,38570.0,46950.0,48420.0,46340.0,47190.0,42850.0,46260.0,38390.0,36740.0,51230.0,44050.0,47720.0,38550.0,38350.0,40310.0,45860.0,39930.0,46640.0,43450.0,54770.0,39290.0,47500.0,45290.0,38920.0,31570.0,37150.0,437860.0,3370.0,1370.0,7290.0,3530.0,58730.0,5410.0,9930.0,1050.0,2080.0,22670.0,7410.0,2230.0,3810.0,22220.0,11740.0,5230.0,6070.0,4670.0,3440.0,4580.0,7280.0,9180.0,12450.0,11110.0,3253.0,6200.0,1200.0,1460.0,2420.0,1860.0,17270.0,3050.0,40970.0,9020.0,1530.0,10970.0,3340.0,11260.0,24340.0,2290.0,5220.0,830.0,4380.0,21620.0,6540.0,1920.0,10670.0,7590.0,3320.0,7750.0,610.0,160.0,5560.0,60.0
"Inform the public of available services, and of postal laws and regulations.",inform the public of available services and of postal laws and regulations,"Provide basic information to guests, visitors, or clients.","Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,Postmasters and Mail Superintendents,postmasters and mail superintendents,11-9131.00,Postmasters and Mail Superintendents,11-9131,11-9131.00,Postmasters and Mail Superintendents,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.511489361702128,False,0.9885292307692308,3.96,62.01,0.1085585841694537,0.2,E1,E1,96660.0,95740.0,59340.0,99050.0,97880.0,101150.0,93000.0,97880.0,98550.0,96660.0,102880.0,97050.0,99070.0,92820.0,94970.0,98680.0,93160.0,93080.0,98570.0,96550.0,93000.0,94890.0,96870.0,97790.0,92410.0,95270.0,95680.0,88920.0,94040.0,89770.0,92980.0,101100.0,91500.0,97640.0,96410.0,91040.0,97680.0,96080.0,93180.0,97530.0,99900.0,98940.0,91540.0,99170.0,97550.0,98570.0,89890.0,94790.0,95430.0,96260.0,96810.0,88040.0,96660.0,101580.0,96660.0,13810.0,280.0,170.0,150.0,180.0,800.0,200.0,160.0,40.0,62.0,350.0,340.0,60.0,130.0,510.0,290.0,260.0,190.0,240.0,250.0,180.0,230.0,330.0,450.0,320.0,190.0,300.0,170.0,150.0,70.0,160.0,440.0,140.0,830.0,480.0,90.0,510.0,240.0,220.0,800.0,40.0,210.0,100.0,260.0,820.0,110.0,120.0,370.0,280.0,180.0,340.0,80.0,6.0,90.0,3.0
"Inform Web site users of problems, problem resolutions, or application changes and updates.",inform web site users of problems problem resolutions or application changes and updates,Provide technical support for software maintenance or use.,Advise others on the design or use of technologies.,Providing Consultation and Advice to Others,Web Administrators,web administrators,15-1199.03,Web Administrators,15-1299,15-1299.01,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.433128024637044,False,0.6992507692307693,3.56,90.0,0.0442984726505348,0.1,E1,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,187608.0,6800.0,1836.0,5510.000000000001,2896.0,207228.0,30509.0,8015.0,859.9999999999999,44471.0,13710.0,53339.0,5378.0,2689.0,28854.0,8636.0,9954.0,3465.0,1850.0,12979.0,899.9999999999999,49280.0,15953.0,19236.0,10807.0,3749.0,14340.0,1396.0,5895.0,6748.0,2508.0,31052.0,4266.0,11459.999999999998,39015.0,1887.0,6149.999999999999,8584.0,6334.0,14580.000000000002,2146.0,11118.0,240.0,28260.0,147425.0,17271.0,3413.0,43954.0,37128.0,8739.0,12100.0,440.0,724.0,2275.0,103.0
"Initiate, facilitate, and moderate class discussions.",initiate facilitate and moderate class discussions,Guide class discussions.,Teach academic or vocational subjects.,Training and Teaching Others,"Engineering Teachers, Postsecondary",engineering teachers postsecondary,25-1032.00,"Engineering Teachers, Postsecondary",25-1032,25-1032.00,"Engineering and Architecture Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0339213792885103,2.699749193837334,False,0.8569407692307692,4.1,95.11,0.1851547201485539,0.3,E0,E2,109270.0,103580.0,109600.0,108540.0,104210.0,137280.0,104070.0,124350.0,130730.0,101970.0,97340.0,131260.0,109270.0,112240.0,135430.0,106010.0,103360.0,115160.0,110810.0,125930.0,88750.0,117200.0,134850.0,127230.0,108390.0,100440.0,109270.0,101170.0,95860.0,107890.0,127070.0,109910.0,105410.0,106240.0,109270.0,109710.0,102410.0,99790.0,106840.0,82070.0,102690.0,103420.0,97700.0,100640.0,123280.0,105180.0,104110.0,121880.0,119960.0,100400.0,112830.0,103380.0,109270.0,83150.0,109270.0,40270.0,650.0,40.0,370.0,120.0,2720.0,1100.0,640.0,210.0,140.0,2555.0,700.0,161.0,180.0,1040.0,1500.0,430.0,280.0,340.0,300.0,180.0,690.0,2610.0,2120.0,560.0,330.0,620.0,280.0,390.0,290.0,170.0,1270.0,290.0,3240.0,1450.0,220.0,1260.0,470.0,610.0,2990.0,129.0,490.0,120.0,790.0,4080.0,320.0,90.0,1070.0,820.0,240.0,720.0,120.0,17.0,430.0,8.0
"Initiate, facilitate, and moderate classroom discussions.",initiate facilitate and moderate classroom discussions,Guide class discussions.,Teach academic or vocational subjects.,Training and Teaching Others,"Business Teachers, Postsecondary",business teachers postsecondary,25-1011.00,"Business Teachers, Postsecondary",25-1011,25-1011.00,"Business Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0010279205845003,2.8068792138041365,False,0.6346015384615384,4.57,99.4,0.2332027914480331,0.5,E0,E0,99080.0,82170.0,168930.0,81600.0,64620.0,128470.0,78210.0,103750.0,130370.0,128370.0,78870.0,82820.0,76860.0,84190.0,94770.0,86640.0,83200.0,83310.0,80140.0,129040.0,83250.0,126560.0,103110.0,111190.0,95820.0,75680.0,100310.0,81490.0,88690.0,98920.0,83070.0,85250.0,83980.0,104490.0,79600.0,110050.0,79770.0,82060.0,100180.0,101760.0,103820.0,78830.0,72650.0,85950.0,101210.0,115870.0,101170.0,103860.0,100390.0,104480.0,96680.0,69550.0,99080.0,66340.0,99080.0,82150.0,1260.0,130.0,1240.0,450.0,5290.0,2080.0,1310.0,280.0,630.0,2900.0,1940.0,390.0,240.0,3580.0,2030.0,890.0,660.0,760.0,640.0,300.0,2280.0,4190.0,2240.0,980.0,530.0,1720.0,170.0,530.0,400.0,580.0,3190.0,410.0,7480.0,2960.0,250.0,3100.0,770.0,940.0,4630.0,360.0,1500.0,260.0,1260.0,7710.0,460.0,110.0,2450.0,1190.0,420.0,1940.0,150.0,35.0,450.0,17.0
"Initiate, facilitate, and moderate classroom discussions.",initiate facilitate and moderate classroom discussions,Guide class discussions.,Teach academic or vocational subjects.,Training and Teaching Others,"Computer Science Teachers, Postsecondary",computer science teachers postsecondary,25-1021.00,"Computer Science Teachers, Postsecondary",25-1021,25-1021.00,"Math and Computer Science Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0010279205845003,2.8068792138041365,False,0.7528061538461539,3.94,99.75,0.2845844814194023,0.5,E0,E2,96980.0,92640.0,96980.0,84050.0,56180.0,128210.0,80530.0,106290.0,102080.0,101380.0,76950.0,98030.0,96980.0,96980.0,98750.0,102660.0,89510.0,67400.0,83470.0,77530.0,99730.0,98850.0,128030.0,107690.0,85710.0,75520.0,90770.0,81560.0,94360.0,106640.0,83630.0,81500.0,79440.0,96450.0,80080.0,81400.0,91230.0,76570.0,107310.0,97500.0,100790.0,78240.0,75540.0,81600.0,97480.0,124460.0,94930.0,106780.0,90950.0,73880.0,97730.0,63900.0,96980.0,75050.0,96980.0,35480.0,500.0,74.0,700.0,160.0,2480.0,920.0,390.0,120.0,210.0,950.0,1160.0,142.0,120.0,1540.0,1240.0,290.0,260.0,310.0,200.0,120.0,830.0,1490.0,810.0,480.0,160.0,510.0,60.0,260.0,140.0,210.0,1440.0,200.0,3170.0,1650.0,90.0,1180.0,210.0,530.0,1520.0,160.0,380.0,150.0,560.0,3540.0,550.0,110.0,1670.0,800.0,270.0,510.0,40.0,15.0,230.0,7.0
"Initiate, facilitate, and moderate classroom discussions.",initiate facilitate and moderate classroom discussions,Guide class discussions.,Teach academic or vocational subjects.,Training and Teaching Others,"Mathematical Science Teachers, Postsecondary",mathematical science teachers postsecondary,25-1022.00,"Mathematical Science Teachers, Postsecondary",25-1022,25-1022.00,"Math and Computer Science Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0010279205845003,2.8068792138041365,False,1.4558973076923076,4.2,88.62,0.6305405113596725,0.6049853638225562,E0,E0,79940.0,65900.0,79940.0,71230.0,54340.0,130680.0,81930.0,85020.0,101510.0,81880.0,60700.0,66440.0,79940.0,79940.0,77080.0,78780.0,80300.0,64330.0,65820.0,79940.0,81130.0,83360.0,85490.0,99330.0,85570.0,61760.0,74640.0,80610.0,79310.0,82540.0,91670.0,80660.0,66550.0,87230.0,73620.0,76770.0,81330.0,64660.0,91770.0,82170.0,95600.0,77580.0,64620.0,76240.0,76990.0,83270.0,84860.0,75830.0,85560.0,69370.0,80480.0,76910.0,79940.0,76750.0,79940.0,47670.0,850.0,99.0,680.0,290.0,3810.0,890.0,820.0,130.0,260.0,2660.0,1100.0,191.0,200.0,2390.0,1100.0,450.0,460.0,490.0,340.0,170.0,820.0,1880.0,1420.0,690.0,360.0,740.0,120.0,270.0,250.0,150.0,1660.0,400.0,4080.0,1870.0,120.0,1600.0,430.0,820.0,2000.0,260.0,700.0,130.0,870.0,4870.0,370.0,170.0,1570.0,820.0,210.0,780.0,110.0,20.0,150.0,10.0
"Initiate, facilitate, and moderate classroom discussions.",initiate facilitate and moderate classroom discussions,Guide class discussions.,Teach academic or vocational subjects.,Training and Teaching Others,"Architecture Teachers, Postsecondary",architecture teachers postsecondary,25-1031.00,"Architecture Teachers, Postsecondary",25-1031,25-1031.00,"Engineering and Architecture Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0010279205845003,2.8068792138041365,False,1.121070769230769,4.31,100.0,0.3549000000000001,0.4,E0,E0,96870.0,80770.0,96870.0,96870.0,96870.0,103520.0,80530.0,122880.0,96870.0,84950.0,78960.0,96870.0,96870.0,96870.0,104580.0,84040.0,79100.0,85970.0,96870.0,83000.0,96870.0,102240.0,102920.0,100700.0,95560.0,77930.0,96870.0,77630.0,77540.0,96870.0,96870.0,83620.0,69820.0,126430.0,86850.0,96870.0,79520.0,81800.0,80640.0,101740.0,92010.0,76900.0,96870.0,79170.0,101040.0,102180.0,96870.0,105940.0,81950.0,96870.0,79980.0,96870.0,96870.0,126700.0,96870.0,7700.0,120.0,16.0,159.0,64.0,530.0,110.0,83.0,24.0,35.0,488.0,241.0,31.0,42.0,230.0,160.0,80.0,140.0,98.0,140.0,32.0,50.0,430.0,190.0,120.0,60.0,144.0,60.0,60.0,76.0,34.0,330.0,40.0,1460.0,150.0,21.0,290.0,50.0,250.0,440.0,100.0,90.0,22.0,80.0,770.0,50.0,15.0,230.0,100.0,35.0,50.0,14.0,3.0,46.0,2.0
"Initiate, facilitate, and moderate classroom discussions.",initiate facilitate and moderate classroom discussions,Guide class discussions.,Teach academic or vocational subjects.,Training and Teaching Others,"Agricultural Sciences Teachers, Postsecondary",agricultural sciences teachers postsecondary,25-1041.00,"Agricultural Sciences Teachers, Postsecondary",25-1041,25-1041.00,"Life Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0010279205845003,2.8068792138041365,False,0.9311003846153848,3.99,92.85,0.1946068442431706,0.3,E0,E0,98700.0,80030.0,98700.0,73500.0,74340.0,109930.0,81920.0,125350.0,126770.0,98700.0,62420.0,104330.0,98700.0,105690.0,105440.0,74480.0,101080.0,112480.0,84100.0,98700.0,92480.0,129920.0,98700.0,136130.0,100410.0,69930.0,78730.0,93470.0,97640.0,98700.0,98700.0,131380.0,108290.0,98700.0,102560.0,108130.0,46160.0,64080.0,100930.0,98700.0,98700.0,98700.0,98220.0,128270.0,105370.0,64500.0,106680.0,105330.0,82960.0,98700.0,82950.0,98660.0,98700.0,85850.0,98700.0,8920.0,280.0,19.0,80.0,170.0,400.0,160.0,80.0,70.0,40.0,120.0,380.0,36.0,80.0,340.0,160.0,230.0,200.0,200.0,110.0,70.0,90.0,207.0,240.0,280.0,230.0,210.0,160.0,250.0,88.0,39.0,50.0,80.0,552.0,500.0,90.0,60.0,410.0,290.0,60.0,29.0,131.0,110.0,350.0,1170.0,90.0,60.0,230.0,160.0,50.0,370.0,90.0,4.0,80.0,2.0
"Initiate, facilitate, and moderate classroom discussions.",initiate facilitate and moderate classroom discussions,Guide class discussions.,Teach academic or vocational subjects.,Training and Teaching Others,"Biological Science Teachers, Postsecondary",biological science teachers postsecondary,25-1042.00,"Biological Science Teachers, Postsecondary",25-1042,25-1042.00,"Life Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0010279205845003,2.8068792138041365,False,0.99538,4.27,100.0,0.1637735737704918,0.2,E0,E0,84620.0,77540.0,84620.0,83030.0,77670.0,129150.0,98680.0,96470.0,101380.0,96830.0,57140.0,88020.0,84620.0,81620.0,99060.0,83130.0,78060.0,81300.0,70630.0,79010.0,84080.0,83500.0,105050.0,103620.0,96880.0,66830.0,80970.0,100480.0,81190.0,85040.0,102410.0,79540.0,98820.0,98180.0,77700.0,90740.0,79600.0,65960.0,100820.0,85970.0,102300.0,82300.0,76570.0,78940.0,82470.0,81580.0,82230.0,79190.0,97280.0,67190.0,78920.0,82930.0,84620.0,84590.0,84620.0,50190.0,1160.0,104.0,1039.0,430.0,3610.0,810.0,870.0,130.0,350.0,2020.0,980.0,201.0,220.0,2340.0,1100.0,540.0,430.0,470.0,390.0,270.0,970.0,2060.0,1460.0,780.0,580.0,1060.0,110.0,500.0,350.0,170.0,1570.0,150.0,3870.0,1960.0,170.0,1350.0,470.0,800.0,2410.0,250.0,750.0,160.0,830.0,3840.0,300.0,170.0,1760.0,960.0,220.0,950.0,160.0,21.0,340.0,10.0
"Initiate, facilitate, and moderate classroom discussions.",initiate facilitate and moderate classroom discussions,Guide class discussions.,Teach academic or vocational subjects.,Training and Teaching Others,"Forestry and Conservation Science Teachers, Postsecondary",forestry and conservation science teachers postsecondary,25-1043.00,"Forestry and Conservation Science Teachers, Postsecondary",25-1043,25-1043.00,"Life Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0010279205845003,2.8068792138041365,False,1.1764753846153846,4.21,100.0,0.0893977348554526,0.1,E0,E0,101420.0,80380.0,101420.0,115730.0,101420.0,61730.0,101420.0,101420.0,101420.0,101420.0,101420.0,94310.0,101420.0,101420.0,101420.0,102330.0,101420.0,101420.0,101420.0,101420.0,82280.0,101420.0,101420.0,138130.0,82670.0,101420.0,79820.0,104220.0,101420.0,101420.0,101420.0,101420.0,101420.0,101420.0,108430.0,101420.0,101420.0,101420.0,126930.0,101420.0,101420.0,101420.0,101420.0,101420.0,101420.0,101420.0,101420.0,132820.0,104490.0,84450.0,98410.0,101420.0,101420.0,101420.0,101420.0,1520.0,80.0,3.0,60.0,13.0,110.0,28.0,16.0,5.0,7.0,96.0,40.0,6.0,8.0,59.0,40.0,15.0,14.0,19.0,19.0,50.0,27.0,35.0,60.0,180.0,11.0,70.0,60.0,10.0,15.0,7.0,42.0,8.0,94.0,90.0,4.0,54.0,17.0,210.0,59.0,5.0,22.0,4.0,32.0,137.0,17.0,3.0,60.0,40.0,40.0,40.0,3.0,1.0,9.0,0.0
"Initiate, facilitate, and moderate classroom discussions.",initiate facilitate and moderate classroom discussions,Guide class discussions.,Teach academic or vocational subjects.,Training and Teaching Others,"Atmospheric, Earth, Marine, and Space Sciences Teachers, Postsecondary",atmospheric earth marine and space sciences teachers postsecondary,25-1051.00,"Atmospheric, Earth, Marine, and Space Sciences Teachers, Postsecondary",25-1051,25-1051.00,"Physical Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0010279205845003,2.8068792138041365,False,0.9376446153846154,4.04,99.8,0.309815044107375,0.4262316936133602,E0,E0,103170.0,81940.0,103170.0,110600.0,103170.0,133230.0,79190.0,123770.0,103170.0,103170.0,81980.0,94790.0,103170.0,103170.0,87150.0,99970.0,97660.0,101750.0,95830.0,103170.0,95320.0,107700.0,108930.0,104780.0,102900.0,77670.0,102200.0,103170.0,103170.0,105860.0,130230.0,131930.0,106990.0,87350.0,102980.0,98000.0,94890.0,104270.0,128140.0,105650.0,103170.0,76500.0,63160.0,85020.0,105080.0,97240.0,103170.0,119940.0,103070.0,81850.0,107370.0,100240.0,103170.0,103170.0,103170.0,9900.0,90.0,21.0,240.0,82.0,1410.0,340.0,230.0,31.0,44.0,350.0,50.0,40.0,54.0,150.0,130.0,50.0,80.0,40.0,122.0,130.0,180.0,470.0,180.0,90.0,120.0,130.0,32.0,65.0,60.0,50.0,270.0,50.0,1730.0,360.0,60.0,150.0,30.0,340.0,220.0,32.0,80.0,70.0,120.0,690.0,180.0,19.0,230.0,210.0,40.0,130.0,50.0,4.0,59.0,2.0
"Initiate, facilitate, and moderate classroom discussions.",initiate facilitate and moderate classroom discussions,Guide class discussions.,Teach academic or vocational subjects.,Training and Teaching Others,"Chemistry Teachers, Postsecondary",chemistry teachers postsecondary,25-1052.00,"Chemistry Teachers, Postsecondary",25-1052,25-1052.00,"Physical Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0010279205845003,2.8068792138041365,False,1.0439496153846153,4.02,99.82,0.0843906337445058,0.1,E0,E0,93250.0,76430.0,93250.0,103790.0,64720.0,132960.0,96600.0,78820.0,104610.0,103370.0,77630.0,85300.0,93250.0,93250.0,97860.0,81530.0,82050.0,93830.0,82550.0,83680.0,85250.0,101530.0,108270.0,101030.0,104380.0,66420.0,83000.0,84680.0,85050.0,101640.0,102220.0,81600.0,85240.0,99880.0,78620.0,111020.0,77910.0,64450.0,101350.0,95070.0,100920.0,81200.0,75810.0,79150.0,81810.0,102110.0,78560.0,80330.0,85970.0,81830.0,83480.0,82830.0,93250.0,78640.0,93250.0,19980.0,310.0,42.0,210.0,110.0,1650.0,330.0,350.0,80.0,100.0,340.0,500.0,80.0,60.0,880.0,530.0,230.0,170.0,250.0,140.0,70.0,310.0,820.0,560.0,430.0,130.0,460.0,80.0,150.0,60.0,70.0,750.0,80.0,1840.0,900.0,60.0,700.0,220.0,460.0,1270.0,110.0,270.0,70.0,370.0,1470.0,200.0,90.0,760.0,390.0,90.0,450.0,30.0,9.0,210.0,4.0
"Initiate, facilitate, and moderate classroom discussions.",initiate facilitate and moderate classroom discussions,Guide class discussions.,Teach academic or vocational subjects.,Training and Teaching Others,"Environmental Science Teachers, Postsecondary",environmental science teachers postsecondary,25-1053.00,"Environmental Science Teachers, Postsecondary",25-1053,25-1053.00,"Physical Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0010279205845003,2.8068792138041365,False,0.9937815384615384,4.06,98.23,0.3695533608490566,0.5,E0,E0,94980.0,64700.0,94980.0,81730.0,59910.0,108290.0,78800.0,94980.0,94980.0,99300.0,77830.0,84290.0,94980.0,94980.0,104440.0,78400.0,79570.0,94980.0,139110.0,94980.0,92120.0,131060.0,106110.0,112730.0,93640.0,76210.0,83210.0,97890.0,94980.0,94820.0,102650.0,82890.0,111270.0,102640.0,82360.0,94980.0,82920.0,113680.0,90270.0,91640.0,94980.0,99540.0,94980.0,98560.0,79160.0,103510.0,102580.0,104730.0,101430.0,94980.0,79120.0,94980.0,94980.0,94980.0,94980.0,6690.0,40.0,14.0,190.0,40.0,300.0,210.0,120.0,21.0,30.0,80.0,330.0,27.0,37.0,170.0,70.0,40.0,61.0,70.0,83.0,30.0,220.0,280.0,270.0,120.0,50.0,100.0,60.0,44.0,50.0,90.0,350.0,50.0,610.0,210.0,18.0,210.0,30.0,170.0,240.0,21.0,130.0,20.0,100.0,380.0,40.0,100.0,300.0,190.0,30.0,160.0,12.0,3.0,40.0,1.0
"Initiate, facilitate, and moderate classroom discussions.",initiate facilitate and moderate classroom discussions,Guide class discussions.,Teach academic or vocational subjects.,Training and Teaching Others,"Physics Teachers, Postsecondary",physics teachers postsecondary,25-1054.00,"Physics Teachers, Postsecondary",25-1054,25-1054.00,"Physical Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0010279205845003,2.8068792138041365,False,1.0017642307692307,4.13,99.73,0.4180095913165601,0.5,E0,E0,100310.0,82750.0,100310.0,65730.0,64900.0,139420.0,99280.0,112410.0,108810.0,85190.0,74050.0,101580.0,100310.0,106040.0,94900.0,102970.0,104270.0,97140.0,80270.0,90040.0,104270.0,110980.0,111280.0,109090.0,107240.0,71160.0,99970.0,98050.0,98460.0,96330.0,99050.0,98920.0,108850.0,103100.0,87370.0,101700.0,96310.0,91580.0,104320.0,98370.0,100310.0,81210.0,86010.0,80630.0,97760.0,99860.0,98390.0,104490.0,96930.0,98320.0,89630.0,100310.0,100310.0,83830.0,100310.0,13090.0,170.0,27.0,350.0,30.0,1130.0,280.0,260.0,70.0,130.0,180.0,210.0,52.0,50.0,540.0,270.0,120.0,110.0,160.0,90.0,60.0,300.0,680.0,460.0,250.0,100.0,230.0,70.0,70.0,90.0,40.0,530.0,70.0,1080.0,440.0,40.0,420.0,90.0,230.0,580.0,42.0,150.0,30.0,340.0,1110.0,120.0,50.0,610.0,310.0,50.0,210.0,23.0,6.0,80.0,3.0
"Initiate, facilitate, and moderate classroom discussions.",initiate facilitate and moderate classroom discussions,Guide class discussions.,Teach academic or vocational subjects.,Training and Teaching Others,"Anthropology and Archeology Teachers, Postsecondary",anthropology and archeology teachers postsecondary,25-1061.00,"Anthropology and Archeology Teachers, Postsecondary",25-1061,25-1061.00,"Social Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0010279205845003,2.8068792138041365,False,1.3696984615384615,4.62,100.0,0.517743272760397,0.5162218398740244,E0,E0,99650.0,99650.0,101700.0,80720.0,99650.0,128370.0,78780.0,112860.0,99650.0,106470.0,76460.0,99650.0,99650.0,99650.0,84790.0,85460.0,86390.0,99650.0,102140.0,99650.0,85900.0,104770.0,107390.0,104890.0,97660.0,99650.0,130500.0,99650.0,99650.0,99650.0,99650.0,82910.0,104510.0,99500.0,64380.0,99650.0,76440.0,99650.0,103110.0,100880.0,99650.0,80370.0,99650.0,98160.0,102060.0,78720.0,99650.0,94260.0,86160.0,99650.0,77750.0,99650.0,99650.0,99650.0,99650.0,5240.0,71.0,40.0,100.0,44.0,630.0,170.0,100.0,16.0,50.0,60.0,164.0,21.0,29.0,180.0,110.0,40.0,48.0,60.0,65.0,40.0,70.0,250.0,170.0,90.0,39.0,160.0,17.0,34.0,52.0,23.0,190.0,40.0,670.0,250.0,14.0,180.0,57.0,140.0,140.0,17.0,40.0,15.0,80.0,280.0,60.0,10.0,230.0,140.0,23.0,90.0,9.0,2.0,31.0,1.0
"Initiate, facilitate, and moderate classroom discussions.",initiate facilitate and moderate classroom discussions,Guide class discussions.,Teach academic or vocational subjects.,Training and Teaching Others,"Area, Ethnic, and Cultural Studies Teachers, Postsecondary",area ethnic and cultural studies teachers postsecondary,25-1062.00,"Area, Ethnic, and Cultural Studies Teachers, Postsecondary",25-1062,25-1062.00,"Social Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0010279205845003,2.8068792138041365,False,1.5441292307692307,4.75,100.0,0.4784578263485127,0.4,E0,E0,85020.0,63090.0,81700.0,75680.0,85020.0,105220.0,79190.0,99900.0,85020.0,101700.0,66520.0,77630.0,85020.0,85020.0,90030.0,84970.0,85020.0,107120.0,74690.0,85020.0,103060.0,91330.0,100470.0,87840.0,81580.0,85020.0,85020.0,78690.0,85020.0,85020.0,125450.0,97500.0,85020.0,101800.0,66470.0,85020.0,80060.0,76600.0,80310.0,96010.0,104460.0,64500.0,85020.0,75060.0,72250.0,82990.0,85020.0,85960.0,81410.0,71200.0,78770.0,76170.0,85020.0,46660.0,85020.0,11300.0,50.0,80.0,240.0,94.0,770.0,160.0,310.0,35.0,230.0,120.0,450.0,45.0,62.0,220.0,260.0,113.0,90.0,90.0,140.0,50.0,520.0,610.0,460.0,280.0,84.0,212.0,90.0,74.0,112.0,80.0,480.0,63.0,1520.0,590.0,31.0,390.0,50.0,340.0,260.0,36.0,130.0,33.0,60.0,830.0,40.0,22.0,300.0,240.0,40.0,180.0,40.0,5.0,68.0,2.0
"Initiate, facilitate, and moderate classroom discussions.",initiate facilitate and moderate classroom discussions,Guide class discussions.,Teach academic or vocational subjects.,Training and Teaching Others,"Economics Teachers, Postsecondary",economics teachers postsecondary,25-1063.00,"Economics Teachers, Postsecondary",25-1063,25-1063.00,"Social Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0010279205845003,2.8068792138041365,False,1.0080538461538462,3.95,95.81,0.2940109499386425,0.4,E0,E0,123920.0,101250.0,123920.0,137250.0,76610.0,137360.0,98870.0,155950.0,123920.0,161860.0,91140.0,117600.0,123920.0,123920.0,124850.0,105390.0,85090.0,103490.0,106250.0,132670.0,125960.0,133540.0,164410.0,129400.0,108460.0,88290.0,116530.0,123920.0,130980.0,123920.0,201610.0,109880.0,110020.0,127500.0,114200.0,123920.0,105930.0,107260.0,136450.0,117970.0,123920.0,109060.0,85700.0,104560.0,118530.0,128370.0,134850.0,128790.0,96500.0,91170.0,99970.0,123920.0,123920.0,123920.0,123920.0,11560.0,90.0,24.0,100.0,40.0,770.0,270.0,300.0,36.0,220.0,150.0,370.0,46.0,63.0,460.0,150.0,80.0,130.0,120.0,70.0,70.0,200.0,750.0,350.0,250.0,70.0,150.0,38.0,90.0,115.0,80.0,410.0,60.0,1240.0,490.0,32.0,410.0,110.0,180.0,610.0,37.0,110.0,40.0,250.0,770.0,150.0,80.0,460.0,190.0,40.0,310.0,21.0,5.0,69.0,2.0
"Initiate, facilitate, and moderate classroom discussions.",initiate facilitate and moderate classroom discussions,Guide class discussions.,Teach academic or vocational subjects.,Training and Teaching Others,"Geography Teachers, Postsecondary",geography teachers postsecondary,25-1064.00,"Geography Teachers, Postsecondary",25-1064,25-1064.00,"Social Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0010279205845003,2.8068792138041365,False,1.3675538461538463,4.22,100.0,0.4014116948960843,0.4,E0,E0,97590.0,97590.0,97590.0,82510.0,97590.0,146040.0,97590.0,105470.0,97590.0,97590.0,97590.0,85420.0,97590.0,97590.0,100790.0,82830.0,97590.0,97590.0,86790.0,97590.0,97590.0,103430.0,101870.0,81380.0,95890.0,75130.0,83530.0,97590.0,72300.0,97590.0,97590.0,78540.0,89060.0,100420.0,84630.0,97590.0,81290.0,84170.0,113500.0,97120.0,97590.0,85810.0,97590.0,81220.0,99510.0,97590.0,107790.0,97590.0,90550.0,97590.0,78710.0,97590.0,97590.0,97590.0,97590.0,3330.0,45.0,7.0,110.0,28.0,280.0,61.0,40.0,10.0,15.0,211.0,60.0,13.0,18.0,140.0,70.0,33.0,31.0,50.0,41.0,14.0,110.0,60.0,80.0,120.0,50.0,40.0,11.0,40.0,33.0,15.0,50.0,30.0,200.0,160.0,9.0,150.0,50.0,180.0,220.0,11.0,80.0,10.0,80.0,180.0,37.0,40.0,87.0,100.0,15.0,70.0,6.0,1.0,20.0,1.0
"Initiate, facilitate, and moderate classroom discussions.",initiate facilitate and moderate classroom discussions,Guide class discussions.,Teach academic or vocational subjects.,Training and Teaching Others,"Political Science Teachers, Postsecondary",political science teachers postsecondary,25-1065.00,"Political Science Teachers, Postsecondary",25-1065,25-1065.00,"Social Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0010279205845003,2.8068792138041365,False,1.2367661538461538,4.51,100.0,0.3620842950819672,0.4,E0,E0,98070.0,77860.0,98070.0,99910.0,58350.0,124890.0,98070.0,100230.0,98070.0,102310.0,77860.0,79870.0,98070.0,98070.0,100700.0,83770.0,80160.0,78800.0,78670.0,88090.0,96760.0,105630.0,128150.0,107060.0,97170.0,59270.0,94500.0,109050.0,86380.0,93300.0,124110.0,100260.0,80640.0,104050.0,78760.0,98070.0,80090.0,63400.0,83580.0,97230.0,101320.0,78650.0,72580.0,81330.0,86950.0,80610.0,107490.0,101430.0,101140.0,77420.0,83190.0,84750.0,98070.0,98070.0,98070.0,16970.0,180.0,35.0,190.0,80.0,1060.0,312.0,320.0,53.0,1120.0,270.0,470.0,68.0,93.0,460.0,630.0,100.0,80.0,140.0,70.0,60.0,370.0,920.0,380.0,250.0,90.0,280.0,55.0,50.0,70.0,90.0,650.0,40.0,1460.0,440.0,47.0,460.0,90.0,540.0,660.0,170.0,210.0,30.0,250.0,1890.0,70.0,80.0,830.0,450.0,70.0,290.0,40.0,7.0,102.0,3.0
"Initiate, facilitate, and moderate classroom discussions.",initiate facilitate and moderate classroom discussions,Guide class discussions.,Teach academic or vocational subjects.,Training and Teaching Others,"Psychology Teachers, Postsecondary",psychology teachers postsecondary,25-1066.00,"Psychology Teachers, Postsecondary",25-1066,25-1066.00,"Social Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0010279205845003,2.8068792138041365,False,1.1497138461538463,4.32,100.0,0.0831049918032786,0.1,E0,E0,80340.0,75340.0,79040.0,78610.0,60730.0,107340.0,76810.0,84500.0,102340.0,101250.0,69050.0,79440.0,80340.0,83010.0,77860.0,77820.0,78450.0,79730.0,74520.0,91340.0,81660.0,101430.0,82930.0,99900.0,82640.0,62590.0,79240.0,77120.0,77340.0,81300.0,95030.0,80790.0,83600.0,100720.0,75260.0,97110.0,78530.0,61720.0,80060.0,75960.0,94360.0,74890.0,65020.0,76010.0,77060.0,93090.0,81100.0,77950.0,78330.0,74280.0,77580.0,65050.0,80340.0,66580.0,80340.0,41530.0,610.0,70.0,940.0,190.0,4410.0,960.0,920.0,129.0,340.0,1120.0,820.0,166.0,180.0,2260.0,760.0,320.0,230.0,590.0,140.0,110.0,640.0,2640.0,920.0,760.0,260.0,590.0,90.0,170.0,140.0,110.0,1630.0,100.0,4070.0,1100.0,60.0,1500.0,410.0,660.0,2120.0,180.0,390.0,70.0,790.0,3380.0,200.0,100.0,1050.0,840.0,150.0,630.0,80.0,18.0,400.0,9.0
"Initiate, facilitate, and moderate classroom discussions.",initiate facilitate and moderate classroom discussions,Guide class discussions.,Teach academic or vocational subjects.,Training and Teaching Others,"Sociology Teachers, Postsecondary",sociology teachers postsecondary,25-1067.00,"Sociology Teachers, Postsecondary",25-1067,25-1067.00,"Social Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0010279205845003,2.8068792138041365,False,1.1792430769230768,4.49,100.0,0.3602159784021597,0.4,E0,E0,84290.0,73670.0,84290.0,78430.0,62390.0,127680.0,78630.0,101490.0,123710.0,103160.0,63470.0,84330.0,84290.0,84140.0,82610.0,79880.0,81910.0,78630.0,61260.0,83700.0,76010.0,95980.0,96790.0,102870.0,87340.0,70860.0,77800.0,75880.0,76230.0,87480.0,112890.0,78350.0,77740.0,97540.0,76430.0,84290.0,79690.0,64900.0,101960.0,99660.0,84290.0,78410.0,64210.0,77370.0,81220.0,99350.0,87620.0,78120.0,83140.0,77380.0,84960.0,84290.0,84290.0,84090.0,84290.0,11850.0,210.0,25.0,230.0,30.0,810.0,220.0,320.0,37.0,70.0,230.0,230.0,48.0,50.0,440.0,290.0,140.0,110.0,150.0,80.0,80.0,200.0,580.0,370.0,240.0,90.0,100.0,30.0,70.0,100.0,40.0,550.0,50.0,1130.0,550.0,33.0,550.0,120.0,150.0,440.0,38.0,120.0,40.0,190.0,1040.0,70.0,40.0,400.0,200.0,60.0,450.0,21.0,5.0,70.0,2.0
"Initiate, facilitate, and moderate classroom discussions.",initiate facilitate and moderate classroom discussions,Guide class discussions.,Teach academic or vocational subjects.,Training and Teaching Others,"Health Specialties Teachers, Postsecondary",health specialties teachers postsecondary,25-1071.00,"Health Specialties Teachers, Postsecondary",25-1071,25-1071.00,"Health Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0010279205845003,2.8068792138041365,False,0.724155,4.13,100.0,0.2283587049180328,0.4,E0,E2,107310.0,92310.0,73890.0,99000.0,124890.0,165110.0,136930.0,107310.0,105780.0,167520.0,88710.0,106960.0,81480.0,101910.0,92860.0,98170.0,128490.0,86700.0,83680.0,125130.0,103090.0,108160.0,134520.0,108970.0,103510.0,137220.0,130490.0,101220.0,80960.0,77160.0,85250.0,96630.0,134600.0,131220.0,103220.0,100760.0,74720.0,76450.0,103180.0,107920.0,103780.0,82480.0,78720.0,98870.0,108150.0,168060.0,107500.0,106880.0,137520.0,60300.0,81500.0,93480.0,107310.0,85320.0,107310.0,221270.0,3360.0,460.0,3620.0,2080.0,17350.0,7800.0,7370.0,260.0,1460.0,8500.0,4860.0,290.0,1212.0,7740.0,4880.0,3230.0,1060.0,1380.0,2250.0,730.0,7460.0,10250.0,3430.0,3050.0,1890.0,5700.0,370.0,2760.0,1230.0,430.0,2960.0,1430.0,21410.0,9240.0,510.0,5670.0,950.0,2170.0,14890.0,480.0,1030.0,270.0,4400.0,18960.0,3520.0,1170.0,5040.0,4510.0,2400.0,4410.0,230.0,94.0,1480.0,45.0
"Initiate, facilitate, and moderate classroom discussions.",initiate facilitate and moderate classroom discussions,Guide class discussions.,Teach academic or vocational subjects.,Training and Teaching Others,"Nursing Instructors and Teachers, Postsecondary",nursing instructors and teachers postsecondary,25-1072.00,"Nursing Instructors and Teachers, Postsecondary",25-1072,25-1072.00,"Health Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0010279205845003,2.8068792138041365,False,0.7853153846153846,4.57,96.48,0.1681851519849986,0.3,E0,E0,80250.0,79690.0,85650.0,78980.0,63090.0,81960.0,82530.0,95500.0,98170.0,107770.0,82410.0,77720.0,129530.0,90890.0,79150.0,76080.0,77360.0,62870.0,71920.0,79960.0,79600.0,84050.0,85130.0,78870.0,81280.0,75060.0,76340.0,77980.0,82720.0,96500.0,78310.0,76980.0,79380.0,82950.0,80400.0,80710.0,76700.0,67840.0,78050.0,78460.0,78340.0,79540.0,66630.0,80050.0,84930.0,82320.0,66660.0,82550.0,81630.0,62210.0,84700.0,72590.0,80250.0,58210.0,80250.0,77960.0,1460.0,162.0,1930.0,830.0,5610.0,1350.0,1380.0,240.0,110.0,4320.0,1590.0,1890.0,430.0,4940.0,1520.0,770.0,470.0,1130.0,440.0,420.0,840.0,2280.0,1740.0,1340.0,1050.0,1040.0,240.0,300.0,870.0,320.0,2000.0,320.0,6340.0,2560.0,150.0,4290.0,640.0,450.0,4290.0,260.0,1150.0,250.0,1150.0,6830.0,580.0,151.0,1670.0,1300.0,400.0,1760.0,150.0,33.0,380.0,16.0
"Initiate, facilitate, and moderate classroom discussions.",initiate facilitate and moderate classroom discussions,Guide class discussions.,Teach academic or vocational subjects.,Training and Teaching Others,"Education Teachers, Postsecondary",education teachers postsecondary,25-1081.00,"Education Teachers, Postsecondary",25-1081,25-1081.00,"Education and Library Science Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0010279205845003,2.8068792138041365,False,0.5945276923076923,4.07,99.71,0.2116528869556973,0.5,E0,E0,75350.0,63730.0,75350.0,78520.0,74500.0,111850.0,66870.0,80620.0,75350.0,80810.0,63640.0,62510.0,49800.0,65720.0,61560.0,66150.0,62090.0,63010.0,61450.0,83710.0,77050.0,78820.0,79980.0,79910.0,78950.0,61860.0,65910.0,70320.0,78950.0,74240.0,49250.0,77600.0,64830.0,82020.0,70050.0,77540.0,62400.0,60880.0,73880.0,74910.0,80030.0,66690.0,63350.0,72390.0,68280.0,77090.0,78100.0,77060.0,75170.0,63270.0,74790.0,66350.0,75350.0,64790.0,75350.0,60830.0,840.0,127.0,1590.0,250.0,3100.0,1060.0,900.0,120.0,230.0,1290.0,1750.0,460.0,170.0,3930.0,1830.0,690.0,590.0,620.0,460.0,190.0,870.0,2050.0,1140.0,950.0,430.0,1140.0,130.0,600.0,310.0,630.0,2580.0,290.0,5430.0,2130.0,230.0,2120.0,560.0,1240.0,3390.0,190.0,1270.0,190.0,950.0,6400.0,330.0,170.0,1630.0,1270.0,320.0,1540.0,80.0,26.0,280.0,12.0
"Initiate, facilitate, and moderate classroom discussions.",initiate facilitate and moderate classroom discussions,Guide class discussions.,Teach academic or vocational subjects.,Training and Teaching Others,"Library Science Teachers, Postsecondary",library science teachers postsecondary,25-1082.00,"Library Science Teachers, Postsecondary",25-1082,25-1082.00,"Education and Library Science Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0010279205845003,2.8068792138041365,False,0.9166669230769232,4.38,98.54,0.2024330648223708,0.3,E0,E0,80340.0,76340.0,80340.0,80340.0,80340.0,125640.0,80340.0,80340.0,80340.0,80340.0,75500.0,72510.0,80340.0,80340.0,80760.0,83330.0,83950.0,66100.0,63660.0,80340.0,80340.0,123170.0,80850.0,83370.0,83710.0,59920.0,74800.0,80340.0,66190.0,80340.0,80340.0,85130.0,80340.0,76060.0,79460.0,80340.0,82610.0,65620.0,81890.0,86250.0,80340.0,65310.0,80340.0,76940.0,76940.0,80340.0,80340.0,82880.0,104540.0,80340.0,80340.0,80340.0,80340.0,68350.0,80340.0,3630.0,130.0,8.0,75.0,30.0,310.0,67.0,39.0,11.0,16.0,100.0,110.0,15.0,20.0,390.0,80.0,40.0,60.0,60.0,45.0,15.0,90.0,50.0,70.0,110.0,100.0,60.0,12.0,40.0,36.0,16.0,120.0,20.0,210.0,250.0,10.0,50.0,80.0,90.0,30.0,12.0,40.0,11.0,210.0,180.0,40.0,7.0,100.0,90.0,16.0,68.0,7.0,2.0,40.0,1.0
"Initiate, facilitate, and moderate classroom discussions.",initiate facilitate and moderate classroom discussions,Guide class discussions.,Teach academic or vocational subjects.,Training and Teaching Others,"Criminal Justice and Law Enforcement Teachers, Postsecondary",criminal justice and law enforcement teachers postsecondary,25-1111.00,"Criminal Justice and Law Enforcement Teachers, Postsecondary",25-1111,25-1111.00,"Law, Criminal Justice, and Social Work Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0010279205845003,2.8068792138041365,False,1.4700323076923076,4.45,100.0,0.5755415926208006,0.5,E0,E0,76590.0,65280.0,76590.0,71230.0,62380.0,139720.0,122050.0,73090.0,80510.0,76590.0,61550.0,71510.0,76590.0,76590.0,66040.0,68340.0,79690.0,50270.0,60280.0,82100.0,76590.0,99600.0,79500.0,76770.0,83060.0,78520.0,70500.0,76590.0,61650.0,67440.0,79190.0,71610.0,76590.0,82770.0,63020.0,67720.0,76610.0,62990.0,93960.0,94710.0,84270.0,76960.0,76590.0,62090.0,77270.0,76650.0,76590.0,76590.0,72700.0,76730.0,81890.0,69530.0,76590.0,76590.0,76590.0,13150.0,130.0,27.0,310.0,60.0,1460.0,370.0,200.0,40.0,59.0,840.0,320.0,53.0,72.0,480.0,170.0,80.0,70.0,100.0,70.0,54.0,220.0,380.0,360.0,100.0,110.0,360.0,43.0,70.0,60.0,40.0,530.0,73.0,880.0,1220.0,40.0,420.0,90.0,70.0,790.0,70.0,150.0,38.0,190.0,1150.0,80.0,26.0,270.0,120.0,90.0,300.0,40.0,6.0,79.0,3.0
"Initiate, facilitate, and moderate classroom discussions.",initiate facilitate and moderate classroom discussions,Guide class discussions.,Teach academic or vocational subjects.,Training and Teaching Others,"Law Teachers, Postsecondary",law teachers postsecondary,25-1112.00,"Law Teachers, Postsecondary",25-1112,25-1112.00,"Law, Criminal Justice, and Social Work Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0010279205845003,2.8068792138041365,False,1.5513973076923078,4.71,100.0,0.4971333287174871,0.4,E0,E0,128500.0,135340.0,128500.0,131950.0,95630.0,119540.0,128500.0,128500.0,128500.0,134090.0,102720.0,128500.0,128500.0,106810.0,107700.0,139400.0,160700.0,138670.0,140820.0,128500.0,136400.0,139980.0,132010.0,141680.0,171790.0,74440.0,128500.0,128500.0,127690.0,128500.0,157800.0,135760.0,128500.0,132180.0,97090.0,128500.0,75930.0,128500.0,167010.0,121310.0,128490.0,162400.0,128500.0,128500.0,138160.0,68270.0,128500.0,136270.0,125210.0,128500.0,140940.0,128500.0,128500.0,128500.0,128500.0,20060.0,40.0,42.0,60.0,30.0,7800.0,368.0,217.0,62.0,670.0,720.0,150.0,80.0,40.0,470.0,180.0,90.0,50.0,120.0,248.0,50.0,180.0,840.0,330.0,80.0,40.0,376.0,66.0,100.0,199.0,90.0,470.0,112.0,2190.0,450.0,55.0,250.0,219.0,250.0,710.0,64.0,110.0,59.0,160.0,880.0,120.0,39.0,400.0,150.0,90.0,150.0,36.0,9.0,120.0,4.0
"Initiate, facilitate, and moderate classroom discussions.",initiate facilitate and moderate classroom discussions,Guide class discussions.,Teach academic or vocational subjects.,Training and Teaching Others,"Social Work Teachers, Postsecondary",social work teachers postsecondary,25-1113.00,"Social Work Teachers, Postsecondary",25-1113,25-1113.00,"Law, Criminal Justice, and Social Work Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0010279205845003,2.8068792138041365,False,1.2382892307692308,4.67,100.0,0.3733264615384615,0.4,E0,E0,77570.0,66520.0,77570.0,71690.0,60470.0,81500.0,77570.0,79960.0,100550.0,77570.0,60580.0,65350.0,133340.0,62230.0,77010.0,74240.0,64190.0,108610.0,65260.0,77570.0,80250.0,97110.0,79710.0,76680.0,82470.0,63680.0,66470.0,43010.0,61430.0,74180.0,75500.0,77570.0,69950.0,98700.0,68660.0,77570.0,60930.0,60910.0,74320.0,75920.0,77570.0,100400.0,60100.0,75190.0,83440.0,81850.0,77570.0,77180.0,77920.0,76320.0,76420.0,77570.0,77570.0,66990.0,77570.0,12610.0,240.0,26.0,140.0,70.0,230.0,232.0,150.0,50.0,57.0,90.0,90.0,50.0,80.0,510.0,440.0,140.0,50.0,280.0,156.0,90.0,230.0,650.0,610.0,360.0,200.0,150.0,41.0,50.0,70.0,50.0,450.0,210.0,1840.0,580.0,35.0,670.0,80.0,220.0,1050.0,40.0,80.0,100.0,240.0,90.0,100.0,24.0,390.0,200.0,80.0,400.0,23.0,5.0,70.0,3.0
"Initiate, facilitate, and moderate classroom discussions.",initiate facilitate and moderate classroom discussions,Guide class discussions.,Teach academic or vocational subjects.,Training and Teaching Others,"Art, Drama, and Music Teachers, Postsecondary",art drama and music teachers postsecondary,25-1121.00,"Art, Drama, and Music Teachers, Postsecondary",25-1121,25-1121.00,"Arts, Communications, History, and Humanities Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0010279205845003,2.8068792138041365,False,1.479645,4.44,99.4,0.3462213450068819,0.3,E0,E0,78620.0,63540.0,78620.0,72060.0,60650.0,99410.0,70060.0,78600.0,103320.0,96900.0,63820.0,79870.0,78620.0,72300.0,62960.0,76050.0,77740.0,61260.0,64440.0,78710.0,79860.0,85590.0,85820.0,82990.0,77760.0,60580.0,75960.0,78420.0,75200.0,52870.0,79090.0,80100.0,76240.0,98850.0,73800.0,67190.0,78050.0,62200.0,76770.0,77280.0,97580.0,62420.0,63380.0,72030.0,77560.0,66220.0,97980.0,74870.0,77950.0,73280.0,77560.0,59190.0,78620.0,63500.0,78620.0,93560.0,900.0,195.0,1040.0,360.0,9820.0,1950.0,1430.0,150.0,350.0,2490.0,1910.0,375.0,250.0,4170.0,1920.0,910.0,640.0,900.0,720.0,340.0,1280.0,4960.0,2410.0,1310.0,540.0,1450.0,190.0,490.0,260.0,440.0,3300.0,380.0,14920.0,2880.0,130.0,3940.0,760.0,1440.0,4170.0,440.0,1290.0,200.0,1370.0,6730.0,790.0,180.0,2840.0,1400.0,340.0,1840.0,180.0,40.0,110.0,19.0
"Initiate, facilitate, and moderate classroom discussions.",initiate facilitate and moderate classroom discussions,Guide class discussions.,Teach academic or vocational subjects.,Training and Teaching Others,"Communications Teachers, Postsecondary",communications teachers postsecondary,25-1122.00,"Communications Teachers, Postsecondary",25-1122,25-1122.00,"Arts, Communications, History, and Humanities Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0010279205845003,2.8068792138041365,False,1.189296923076923,4.76,100.0,0.3923552355235525,0.4,E0,E0,78580.0,63760.0,78580.0,71230.0,59810.0,135000.0,69200.0,97210.0,100260.0,83910.0,65740.0,73430.0,78580.0,78580.0,78150.0,65390.0,77700.0,64180.0,62380.0,77250.0,78000.0,83510.0,82610.0,87670.0,83380.0,61290.0,71830.0,78110.0,79180.0,82020.0,95760.0,77780.0,49880.0,84690.0,65850.0,78120.0,77660.0,66650.0,98900.0,77790.0,95910.0,79810.0,71300.0,66630.0,77050.0,77950.0,76120.0,73750.0,75330.0,77880.0,78780.0,76760.0,78580.0,82880.0,78580.0,29420.0,300.0,61.0,630.0,140.0,3140.0,560.0,280.0,60.0,180.0,1260.0,460.0,118.0,80.0,1580.0,670.0,320.0,300.0,470.0,170.0,60.0,440.0,1110.0,630.0,450.0,180.0,480.0,60.0,90.0,70.0,40.0,1380.0,400.0,2490.0,950.0,50.0,1390.0,230.0,490.0,1530.0,110.0,320.0,80.0,440.0,2880.0,180.0,60.0,790.0,420.0,110.0,640.0,50.0,13.0,50.0,6.0
"Initiate, facilitate, and moderate classroom discussions.",initiate facilitate and moderate classroom discussions,Guide class discussions.,Teach academic or vocational subjects.,Training and Teaching Others,"English Language and Literature Teachers, Postsecondary",english language and literature teachers postsecondary,25-1123.00,"English Language and Literature Teachers, Postsecondary",25-1123,25-1123.00,"Arts, Communications, History, and Humanities Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0010279205845003,2.8068792138041365,False,1.0810230769230769,4.65,100.0,0.09002700270027,0.1,E0,E0,78760.0,62910.0,82770.0,76990.0,56520.0,130490.0,72910.0,97310.0,97100.0,82300.0,59740.0,65530.0,78760.0,78760.0,77570.0,69180.0,79720.0,62340.0,65090.0,60350.0,84290.0,83760.0,83980.0,90240.0,84200.0,60680.0,73070.0,73160.0,78450.0,85830.0,98650.0,78760.0,66450.0,84850.0,63370.0,63690.0,65140.0,53200.0,91870.0,80670.0,79190.0,64470.0,62960.0,64220.0,78900.0,73280.0,86870.0,67330.0,79840.0,63280.0,80800.0,62030.0,78760.0,73490.0,78760.0,57720.0,1040.0,90.0,870.0,320.0,5460.0,1220.0,940.0,179.0,410.0,2480.0,1140.0,231.0,316.0,2570.0,1000.0,510.0,460.0,540.0,430.0,230.0,830.0,2900.0,1730.0,920.0,530.0,1040.0,130.0,500.0,280.0,230.0,1950.0,230.0,6110.0,2140.0,120.0,2240.0,500.0,960.0,2530.0,540.0,840.0,110.0,1150.0,4310.0,420.0,170.0,1810.0,1000.0,250.0,840.0,140.0,25.0,130.0,12.0
"Initiate, facilitate, and moderate classroom discussions.",initiate facilitate and moderate classroom discussions,Guide class discussions.,Teach academic or vocational subjects.,Training and Teaching Others,"Foreign Language and Literature Teachers, Postsecondary",foreign language and literature teachers postsecondary,25-1124.00,"Foreign Language and Literature Teachers, Postsecondary",25-1124,25-1124.00,"Arts, Communications, History, and Humanities Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0010279205845003,2.8068792138041365,False,1.5525311538461537,4.58,97.37,0.8316907824222938,0.7,E0,E0,79350.0,70580.0,76490.0,71230.0,62900.0,99860.0,77840.0,80630.0,101100.0,78930.0,76230.0,73370.0,79350.0,79350.0,81530.0,74590.0,79880.0,65890.0,65630.0,75410.0,96970.0,87280.0,98750.0,83190.0,80650.0,54670.0,76110.0,79970.0,79350.0,84980.0,101750.0,79060.0,71720.0,95120.0,63900.0,64540.0,74310.0,61580.0,91670.0,77210.0,79350.0,77790.0,81080.0,76350.0,75090.0,78570.0,79350.0,74000.0,78320.0,76340.0,78490.0,79350.0,79350.0,81050.0,79350.0,19830.0,110.0,80.0,360.0,120.0,2170.0,410.0,340.0,70.0,360.0,430.0,280.0,79.0,30.0,690.0,660.0,210.0,140.0,180.0,130.0,70.0,280.0,960.0,500.0,410.0,60.0,330.0,80.0,130.0,90.0,150.0,850.0,60.0,1520.0,690.0,30.0,960.0,80.0,510.0,1060.0,100.0,320.0,40.0,310.0,1460.0,180.0,170.0,890.0,370.0,40.0,450.0,36.0,8.0,150.0,4.0
"Initiate, facilitate, and moderate classroom discussions.",initiate facilitate and moderate classroom discussions,Guide class discussions.,Teach academic or vocational subjects.,Training and Teaching Others,"History Teachers, Postsecondary",history teachers postsecondary,25-1125.00,"History Teachers, Postsecondary",25-1125,25-1125.00,"Arts, Communications, History, and Humanities Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0010279205845003,2.8068792138041365,False,1.0987723076923075,4.62,100.0,0.320442,0.4,E2,E0,83820.0,66550.0,83820.0,97430.0,47860.0,127170.0,78410.0,101950.0,83820.0,85550.0,70880.0,79010.0,83820.0,83820.0,83940.0,79450.0,77040.0,74920.0,64600.0,78990.0,99610.0,97830.0,104900.0,99440.0,92970.0,63450.0,80680.0,75770.0,57150.0,81930.0,106880.0,99900.0,83700.0,100400.0,75070.0,83820.0,81080.0,66910.0,104330.0,98850.0,83820.0,73670.0,69220.0,72940.0,81530.0,81750.0,83750.0,85910.0,83250.0,69560.0,81380.0,75400.0,83820.0,73470.0,83820.0,18790.0,340.0,39.0,150.0,290.0,1450.0,380.0,300.0,58.0,180.0,320.0,630.0,75.0,103.0,700.0,380.0,150.0,150.0,280.0,120.0,80.0,310.0,780.0,370.0,280.0,210.0,360.0,40.0,190.0,80.0,100.0,780.0,120.0,1660.0,720.0,52.0,650.0,180.0,260.0,960.0,60.0,280.0,30.0,450.0,2030.0,140.0,80.0,760.0,290.0,90.0,370.0,30.0,8.0,50.0,4.0
"Initiate, facilitate, and moderate classroom discussions.",initiate facilitate and moderate classroom discussions,Guide class discussions.,Teach academic or vocational subjects.,Training and Teaching Others,"Philosophy and Religion Teachers, Postsecondary",philosophy and religion teachers postsecondary,25-1126.00,"Philosophy and Religion Teachers, Postsecondary",25-1126,25-1126.00,"Arts, Communications, History, and Humanities Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0010279205845003,2.8068792138041365,False,1.1785984615384617,4.63,97.34,0.456058488515868,0.5,E0,E0,80260.0,62210.0,80260.0,78940.0,74100.0,105820.0,78060.0,100360.0,80260.0,79310.0,63330.0,77570.0,101010.0,80260.0,77720.0,79740.0,77180.0,65410.0,65580.0,76310.0,102760.0,78360.0,98360.0,89610.0,79720.0,63560.0,75280.0,80260.0,75280.0,80260.0,82820.0,99450.0,80260.0,92050.0,76340.0,71360.0,77010.0,64840.0,85300.0,76600.0,82510.0,77230.0,58000.0,74090.0,76700.0,95410.0,102600.0,85310.0,81240.0,80260.0,79140.0,80260.0,80260.0,80260.0,80260.0,20460.0,280.0,43.0,350.0,60.0,1850.0,390.0,350.0,63.0,290.0,460.0,280.0,220.0,120.0,1080.0,480.0,260.0,190.0,320.0,70.0,60.0,480.0,890.0,620.0,410.0,90.0,320.0,67.0,80.0,203.0,130.0,900.0,114.0,1700.0,680.0,56.0,780.0,150.0,480.0,1280.0,150.0,250.0,40.0,490.0,1760.0,60.0,80.0,620.0,330.0,92.0,420.0,37.0,9.0,123.0,4.0
"Initiate, facilitate, and moderate classroom discussions.",initiate facilitate and moderate classroom discussions,Guide class discussions.,Teach academic or vocational subjects.,Training and Teaching Others,"Home Economics Teachers, Postsecondary",home economics teachers postsecondary,25-1192.00,"Family and Consumer Sciences Teachers, Postsecondary",25-1192,25-1192.00,Miscellaneous Postsecondary Teachers,Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0010279205845003,2.8068792138041365,False,1.2279426923076922,4.46,98.51,0.4746239682575776,0.5,E1,E2,75870.0,63420.0,75870.0,75870.0,75870.0,97620.0,75870.0,75870.0,75870.0,75870.0,63770.0,75870.0,75870.0,75870.0,80220.0,65740.0,79310.0,75870.0,73460.0,75870.0,75870.0,75870.0,75870.0,83500.0,75870.0,60650.0,76320.0,75870.0,75870.0,75870.0,75870.0,53250.0,75870.0,75870.0,78770.0,75870.0,83400.0,83200.0,75870.0,78220.0,80200.0,74010.0,75870.0,75870.0,75870.0,76790.0,75870.0,63580.0,63840.0,75870.0,75870.0,75870.0,75870.0,75870.0,75870.0,2770.0,30.0,6.0,57.0,23.0,380.0,51.0,30.0,9.0,12.0,40.0,87.0,11.0,15.0,140.0,70.0,40.0,25.0,80.0,34.0,11.0,49.0,64.0,50.0,52.0,150.0,110.0,9.0,18.0,27.0,12.0,80.0,15.0,171.0,290.0,8.0,90.0,60.0,60.0,100.0,40.0,60.0,8.0,58.0,249.0,190.0,5.0,80.0,80.0,12.0,52.0,5.0,1.0,17.0,1.0
"Initiate, facilitate, and moderate classroom discussions.",initiate facilitate and moderate classroom discussions,Guide class discussions.,Teach academic or vocational subjects.,Training and Teaching Others,"Recreation and Fitness Studies Teachers, Postsecondary",recreation and fitness studies teachers postsecondary,25-1193.00,"Recreation and Fitness Studies Teachers, Postsecondary",25-1193,25-1193.00,Miscellaneous Postsecondary Teachers,Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0010279205845003,2.8068792138041365,False,2.1036553846153847,4.65,96.38,0.480472027972028,0.3,E0,E0,77270.0,72680.0,58330.0,71230.0,63020.0,127780.0,65730.0,79200.0,77270.0,77270.0,76100.0,66410.0,77270.0,58720.0,67180.0,67060.0,75130.0,59730.0,64890.0,65940.0,67670.0,97640.0,87960.0,83690.0,80410.0,60560.0,73180.0,77270.0,77270.0,77270.0,77270.0,65900.0,79090.0,80190.0,73860.0,77270.0,70260.0,63590.0,63090.0,83150.0,77270.0,78800.0,62280.0,73280.0,76480.0,76350.0,77270.0,65320.0,74850.0,66440.0,80500.0,83260.0,77270.0,80500.0,77270.0,12630.0,110.0,60.0,90.0,110.0,1950.0,180.0,190.0,39.0,57.0,140.0,160.0,51.0,70.0,630.0,410.0,100.0,60.0,230.0,100.0,40.0,90.0,290.0,320.0,260.0,190.0,200.0,41.0,83.0,125.0,55.0,520.0,40.0,670.0,730.0,35.0,420.0,110.0,480.0,640.0,40.0,280.0,60.0,220.0,1460.0,110.0,25.0,310.0,240.0,100.0,40.0,30.0,5.0,40.0,3.0
"Initiate market research studies, or analyze their findings.",initiate market research studies or analyze their findings,Analyze market research data.,Analyze market or industry conditions.,Analyzing Data or Information,Marketing Managers,marketing managers,11-2021.00,Marketing Managers,11-2021,11-2021.00,Marketing and Sales Managers,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",Management Occupations,2026-05-31,0.0678427585770207,4.940768302493967,False,0.2469519230769231,3.4,88.47,0.1685274375592634,1.0,E2,E2,166790.0,120160.0,116270.0,132220.0,136520.0,193620.0,182730.0,169240.0,166790.0,177170.0,142620.0,160760.0,117770.0,142090.0,162860.0,136260.0,131120.0,154510.0,128930.0,120650.0,135380.0,154160.0,212020.0,138510.0,173300.0,100940.0,130550.0,165580.0,110570.0,107550.0,143280.0,180040.0,122980.0,181200.0,165480.0,125580.0,132330.0,126920.0,161560.0,150810.0,166790.0,143290.0,167750.0,131990.0,147880.0,139830.0,166790.0,187820.0,172270.0,98750.0,133600.0,161580.0,79890.0,166790.0,97760.0,395240.0,1540.0,240.0,4870.0,1860.0,54660.0,6010.0,5800.0,1060.0,3470.0,24820.0,8510.0,570.0,1320.0,21140.0,3350.0,2210.0,1570.0,1930.0,940.0,1320.0,6510.0,14270.0,6620.0,8500.0,770.0,6550.0,1292.0,1910.0,3430.0,1460.0,13510.0,800.0,54000.0,10790.0,180.0,10620.0,1420.0,4960.0,13840.0,1266.0,3760.0,220.0,7730.0,44680.0,6100.0,767.0,6890.0,8880.0,300.0,4890.0,100.0,120.0,2370.0,60.0
"Initiate, review, or approve modifications to project plans.",initiate review or approve modifications to project plans,Develop detailed project plans.,Plan work activities.,"Organizing, Planning, and Prioritizing Work",Information Technology Project Managers,information technology project managers,15-1199.09,Information Technology Project Managers,15-1299,15-1299.09,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.608998732572877,False,0.8030769230769231,4.2,100.0,0.1353731739707835,0.2,E2,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,45756.0,1658.0,448.0,5510.0,706.0,50541.0,7441.0,1955.0,860.0,10846.0,13709.999999999998,13009.0,1312.0,656.0,7037.0,2106.0,2428.0,845.0,1850.0,3166.0,900.0,12019.0,3891.0,4692.0,2636.0,914.0,14340.000000000002,341.0,1438.0,1646.0,612.0,7573.0,1040.0,11460.0,9515.0,460.0,6150.0,2094.0,1545.0,14580.0,523.0,2711.0,240.0,6892.0,35956.0,4212.0,832.0,10720.0,9055.0,2131.0,2951.0,107.0,177.0,555.0,25.0
Input data into databases.,input data into databases,Record research or operational data.,Maintain operational records.,Documenting/Recording Information,Biological Technicians,biological technicians,19-4021.00,Biological Technicians,19-4021,19-4021.00,Biological Technicians,"Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Occupations",2026-05-31,0.0113071264295034,4.864328467919773,False,2.0173984615384617,4.04,87.11,0.1492819081568019,0.1,E2,E1,57510.0,49220.0,56470.0,53290.0,46930.0,71440.0,59400.0,62360.0,58550.0,64770.0,48700.0,52420.0,48770.0,42130.0,55790.0,58790.0,48050.0,51630.0,48910.0,47310.0,60160.0,52900.0,62070.0,51070.0,48130.0,56930.0,50640.0,49920.0,48220.0,51680.0,55540.0,66040.0,49570.0,61210.0,61720.0,55330.0,51080.0,47850.0,52190.0,54950.0,45530.0,53040.0,41300.0,50840.0,50130.0,52960.0,51190.0,53360.0,60800.0,51440.0,51750.0,46480.0,44950.0,46630.0,57510.0,69620.0,270.0,410.0,830.0,420.0,9210.0,1990.0,650.0,180.0,210.0,3170.0,860.0,830.0,450.0,790.0,1020.0,800.0,480.0,260.0,190.0,510.0,3470.0,8430.0,1160.0,1400.0,330.0,620.0,430.0,600.0,280.0,240.0,1290.0,140.0,5050.0,2460.0,250.0,2240.0,360.0,1590.0,2820.0,140.0,550.0,230.0,1240.0,2730.0,710.0,220.0,1820.0,3210.0,100.0,1800.0,190.0,90.0,670.0,14.0
"Input data, such as file numbers, new or updated information, or document information codes into computer systems to support document and information retrieval.",input data such as file numbers new or updated information or document information codes into computer systems to support document and information retrieval,Enter information into databases or software programs.,Process digital or online data.,Working with Computers,File Clerks,file clerks,43-4071.00,File Clerks,43-4071,43-4071.00,File Clerks,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0565356321475172,4.934933278162822,False,2.964001538461538,4.34,66.94,0.1878596181071721,0.1,E2,E1,43600.0,38290.0,49910.0,43690.0,38470.0,49040.0,46490.0,44810.0,39940.0,43600.0,41750.0,41000.0,50630.0,45910.0,49920.0,39740.0,46560.0,42130.0,39250.0,32200.0,43910.0,44920.0,48310.0,43950.0,46640.0,31260.0,38400.0,38370.0,40640.0,44150.0,44390.0,44400.0,37700.0,44340.0,43260.0,42860.0,40650.0,39170.0,50660.0,42920.0,36400.0,39350.0,36640.0,43010.0,39480.0,41450.0,47540.0,39900.0,45830.0,31600.0,45130.0,43600.0,32360.0,25700.0,43600.0,73440.0,110.0,150.0,2190.0,310.0,9520.0,1130.0,350.0,227.0,329.0,6180.0,2570.0,100.0,540.0,3780.0,1430.0,430.0,570.0,250.0,680.0,210.0,880.0,600.0,1820.0,760.0,546.0,1000.0,410.0,750.0,1110.0,300.0,2310.0,340.0,2590.0,1970.0,60.0,1820.0,1440.0,970.0,2830.0,235.0,1210.0,215.0,2060.0,11340.0,510.0,70.0,2110.0,520.0,260.0,1550.0,70.0,31.0,330.0,15.0
Insert control instructions into machine control units to start operation.,insert control instructions into machine control units to start operation,"Enter commands, instructions, or specifications into equipment.",Program computer systems or production equipment.,Working with Computers,"Computer-Controlled Machine Tool Operators, Metal and Plastic",computercontrolled machine tool operators metal and plastic,51-4011.00,Computer Numerically Controlled Tool Operators,51-9161,51-9161.00,Computer Numerically Controlled Tool Operators and Programmers,Other Production Occupations,Production Occupations,2026-05-31,0.0030529241359659,4.927608695652173,False,3.215309230769231,4.36,78.76,0.2218522140402553,0.1,E2,E0,50690.0,52380.0,50690.0,48950.0,50280.0,56510.0,55270.0,59840.0,50010.0,50690.0,46170.0,47630.0,50690.0,53340.0,48420.0,48590.0,52300.0,48400.0,49180.0,49800.0,59660.0,46870.0,61630.0,47250.0,56780.0,39520.0,51000.0,51880.0,49360.0,46670.0,59730.0,54100.0,44970.0,53340.0,50440.0,60250.0,49160.0,47760.0,56670.0,54590.0,57390.0,51800.0,50750.0,49980.0,48480.0,45140.0,57500.0,49590.0,107920.0,49630.0,52690.0,54170.0,50690.0,50690.0,50690.0,169450.0,3120.0,352.0,1800.0,2180.0,21680.0,1580.0,2740.0,170.0,760.0,4040.0,2200.0,679.0,480.0,8170.0,9690.0,4750.0,2540.0,1740.0,670.0,440.0,1800.0,2500.0,7330.0,4290.0,1290.0,1500.0,240.0,830.0,400.0,1770.0,1770.0,70.0,5530.0,3680.0,250.0,21250.0,1490.0,2920.0,7840.0,540.0,2460.0,1420.0,1980.0,13190.0,1170.0,1190.0,1890.0,2270.0,160.0,8330.0,60.0,72.0,1016.0,35.0
Inspect and test systems to verify system compliance with plans and specifications or to detect and locate malfunctions.,inspect and test systems to verify system compliance with plans and specifications or to detect and locate malfunctions,Inspect systems to determine if they are operating properly.,"Inspect commercial, industrial, or production systems or equipment.","Inspecting Equipment, Structures, or Materials","Heating, Air Conditioning, and Refrigeration Mechanics and Installers",heating air conditioning and refrigeration mechanics and installers,49-9021.00,"Heating, Air Conditioning, and Refrigeration Mechanics and Installers",49-9021,49-9021.00,"Heating, Air Conditioning, and Refrigeration Mechanics and Installers","Other Installation, Maintenance, and Repair Occupations","Installation, Maintenance, and Repair Occupations",2026-05-31,0.0113071264295034,4.815297923406032,True,1.2696826923076925,4.23,84.39,0.4376953902345253,0.5,E0,E0,61010.0,48370.0,77430.0,59400.0,48110.0,72560.0,65200.0,76610.0,62320.0,84390.0,56670.0,56390.0,65450.0,56240.0,77410.0,60430.0,60680.0,60460.0,58620.0,58650.0,63170.0,70020.0,77300.0,60850.0,76350.0,48680.0,59950.0,60850.0,59850.0,60510.0,73850.0,74450.0,50270.0,74430.0,57260.0,74490.0,62510.0,57560.0,62940.0,62400.0,67370.0,56610.0,61390.0,55490.0,57760.0,58730.0,62150.0,59730.0,75660.0,48850.0,61710.0,54700.0,40110.0,31480.0,45030.0,409670.0,8260.0,610.0,10860.0,4960.0,35130.0,8940.0,3800.0,1730.0,400.0,39160.0,12290.0,1300.0,4550.0,9740.0,8530.0,3840.0,3770.0,5100.0,5380.0,2250.0,8560.0,8200.0,12590.0,4200.0,2700.0,7220.0,1230.0,3020.0,4170.0,2560.0,10330.0,1950.0,24430.0,15230.0,970.0,14150.0,5650.0,3980.0,15880.0,1450.0,6920.0,1610.0,9740.0,34730.0,5580.0,970.0,14690.0,7370.0,1690.0,6630.0,690.0,240.0,1140.0,70.0
"Inspect completed work to ensure conformance to specifications, standards, and contract requirements.",inspect completed work to ensure conformance to specifications standards and contract requirements,Inspect work to ensure standards are met.,Inspect completed work or finished products.,"Inspecting Equipment, Structures, or Materials","First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers",firstline supervisors of landscaping lawn service and groundskeeping workers,37-1012.00,"First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers",37-1012,37-1012.00,First-Line Supervisors of Building and Grounds Cleaning and Maintenance Workers,Supervisors of Building and Grounds Cleaning and Maintenance Workers,Building and Grounds Cleaning and Maintenance Occupations,2026-05-31,0.0113071264295034,4.709329299041856,False,1.2083603846153848,4.16,99.95,0.1035939456734123,0.1,E0,E0,58430.0,52710.0,67760.0,56410.0,49890.0,63270.0,60840.0,62740.0,74340.0,68300.0,51290.0,54830.0,62570.0,58200.0,53340.0,62040.0,57670.0,61270.0,57670.0,48410.0,62300.0,54730.0,63750.0,58840.0,62280.0,47130.0,48710.0,59460.0,57820.0,57250.0,64340.0,68580.0,59120.0,70760.0,56930.0,62280.0,55680.0,49700.0,70560.0,55450.0,59940.0,60100.0,60680.0,53700.0,47630.0,57200.0,66810.0,58400.0,71930.0,55910.0,62630.0,56230.0,40100.0,37510.0,53610.0,130760.0,1720.0,150.0,2530.0,1140.0,14850.0,4390.0,1860.0,250.0,80.0,12020.0,4770.0,524.0,1120.0,3460.0,2230.0,1140.0,1110.0,1360.0,1616.0,790.0,3900.0,2510.0,4000.0,2464.0,820.0,1760.0,650.0,1010.0,1530.0,940.0,2830.0,530.0,6320.0,4300.0,280.0,4120.0,1180.0,1180.0,5610.0,730.0,2250.0,340.0,2020.0,11260.0,2080.0,160.0,3380.0,2030.0,390.0,2690.0,220.0,50.0,530.0,30.0
"Inspect condition of premises, and arrange for necessary maintenance or notify owners of maintenance needs.",inspect condition of premises and arrange for necessary maintenance or notify owners of maintenance needs,Examine condition of property or products.,Inspect characteristics or conditions of materials or products.,"Inspecting Equipment, Structures, or Materials",Real Estate Sales Agents,real estate sales agents,41-9022.00,Real Estate Sales Agents,41-9022,41-9022.00,Real Estate Brokers and Sales Agents,Other Sales and Related Workers,Sales and Related Occupations,2026-05-31,0.0113071264295034,4.9962,True,0.7401276923076923,3.24,85.71,0.0554218694997807,0.1,E0,E0,52830.0,60890.0,89170.0,58780.0,38180.0,57560.0,63670.0,46770.0,47180.0,123770.0,49310.0,46730.0,46220.0,39820.0,59220.0,46880.0,52830.0,39770.0,58610.0,45850.0,56930.0,52630.0,52830.0,57880.0,46410.0,39550.0,43960.0,79100.0,47240.0,79990.0,57620.0,99990.0,76170.0,102990.0,51240.0,73920.0,46240.0,47980.0,61610.0,56040.0,60310.0,56580.0,65170.0,46250.0,45740.0,50720.0,52830.0,63980.0,79130.0,59050.0,58120.0,49990.0,52830.0,52830.0,52830.0,193370.0,1580.0,170.0,5610.0,1640.0,17500.0,6120.0,2095.0,900.0,590.0,26790.0,9940.0,690.0,1170.0,6030.0,3680.0,680.0,1450.0,1120.0,1940.0,740.0,2940.0,4530.0,2210.0,2530.0,670.0,1590.0,370.0,1400.0,1490.0,240.0,5294.0,550.0,8660.0,7960.0,530.0,5130.0,3710.0,1940.0,5510.0,619.0,4930.0,640.0,2360.0,22250.0,4240.0,70.0,5750.0,5150.0,370.0,5680.0,300.0,82.0,330.0,40.0
Inspect equipment and read order sheets to prepare for delivery to users.,inspect equipment and read order sheets to prepare for delivery to users,Read documents to gather technical information.,Read documents or materials to inform work processes.,Getting Information,Computer User Support Specialists,computer user support specialists,15-1151.00,Computer User Support Specialists,15-1232,15-1232.00,Computer Support Specialists,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,5.0,True,0.959233076923077,3.21,97.56,0.1587950838841692,0.2,E2,E0,61860.0,49630.0,63110.0,61410.0,46360.0,79570.0,71900.0,70210.0,62160.0,80950.0,58740.0,60440.0,56760.0,59170.0,59860.0,56510.0,58810.0,56150.0,57850.0,52440.0,60890.0,64750.0,75070.0,56240.0,63630.0,52230.0,59770.0,58460.0,60830.0,57870.0,60660.0,64470.0,53280.0,72560.0,60120.0,61310.0,59720.0,52040.0,62840.0,58670.0,62510.0,52080.0,48260.0,55990.0,59490.0,61110.0,63030.0,65040.0,75220.0,55350.0,58810.0,65100.0,37460.0,36250.0,50430.0,717190.0,7360.0,950.0,18780.0,4390.0,74490.0,16740.0,9300.0,1890.0,3140.0,51220.0,25980.0,2440.0,3650.0,26060.0,13540.0,6140.0,6780.0,9460.0,4780.0,2810.0,12200.0,17570.0,22090.0,15320.0,3830.0,13510.0,1640.0,6380.0,6560.0,3910.0,18200.0,3290.0,39100.0,23100.0,1400.0,22370.0,9600.0,8850.0,30560.0,1780.0,9880.0,1240.0,11920.0,72030.0,11120.0,1630.0,20910.0,21860.0,2250.0,12400.0,790.0,220.0,5760.0,90.0
Inspect equipment and read order sheets to prepare for delivery to users.,inspect equipment and read order sheets to prepare for delivery to users,Test computer hardware performance.,Test performance of computer or information systems.,"Inspecting Equipment, Structures, or Materials",Computer User Support Specialists,computer user support specialists,15-1151.00,Computer User Support Specialists,15-1232,15-1232.00,Computer Support Specialists,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,5.0,True,0.959233076923077,3.21,97.56,0.1587950838841692,0.2,E2,E0,61860.0,49630.0,63110.0,61410.0,46360.0,79570.0,71900.0,70210.0,62160.0,80950.0,58740.0,60440.0,56760.0,59170.0,59860.0,56510.0,58810.0,56150.0,57850.0,52440.0,60890.0,64750.0,75070.0,56240.0,63630.0,52230.0,59770.0,58460.0,60830.0,57870.0,60660.0,64470.0,53280.0,72560.0,60120.0,61310.0,59720.0,52040.0,62840.0,58670.0,62510.0,52080.0,48260.0,55990.0,59490.0,61110.0,63030.0,65040.0,75220.0,55350.0,58810.0,65100.0,37460.0,36250.0,50430.0,717190.0,7360.0,950.0,18780.0,4390.0,74490.0,16740.0,9300.0,1890.0,3140.0,51220.0,25980.0,2440.0,3650.0,26060.0,13540.0,6140.0,6780.0,9460.0,4780.0,2810.0,12200.0,17570.0,22090.0,15320.0,3830.0,13510.0,1640.0,6380.0,6560.0,3910.0,18200.0,3290.0,39100.0,23100.0,1400.0,22370.0,9600.0,8850.0,30560.0,1780.0,9880.0,1240.0,11920.0,72030.0,11120.0,1630.0,20910.0,21860.0,2250.0,12400.0,790.0,220.0,5760.0,90.0
Inspect final compositions to ensure completeness and accuracy.,inspect final compositions to ensure completeness and accuracy,Inspect finished products to locate flaws.,Inspect completed work or finished products.,"Inspecting Equipment, Structures, or Materials",Cartographers and Photogrammetrists,cartographers and photogrammetrists,17-1021.00,Cartographers and Photogrammetrists,17-1021,17-1021.00,"Surveyors, Cartographers, and Photogrammetrists","Architects, Surveyors, and Cartographers",Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.6869000000000005,False,2.0413653846153847,4.23,88.52,0.1512951976953763,0.1,E0,E2,81390.0,81390.0,89170.0,82260.0,81390.0,102780.0,86960.0,84100.0,81390.0,81390.0,79650.0,62630.0,81390.0,72930.0,54680.0,74800.0,84570.0,81390.0,71470.0,59990.0,78670.0,84360.0,92230.0,75090.0,99850.0,81390.0,76950.0,72220.0,81500.0,93560.0,72130.0,88480.0,79200.0,89290.0,81080.0,71070.0,70990.0,86410.0,88240.0,73180.0,81390.0,72260.0,72910.0,72990.0,73970.0,75220.0,81390.0,86660.0,96100.0,81390.0,76760.0,70590.0,81390.0,81390.0,81390.0,14260.0,193.0,60.0,400.0,119.0,1450.0,1220.0,150.0,44.0,64.0,610.0,490.0,57.0,100.0,180.0,40.0,90.0,230.0,90.0,176.0,40.0,450.0,160.0,250.0,100.0,106.0,170.0,160.0,50.0,180.0,70.0,170.0,70.0,230.0,900.0,80.0,490.0,70.0,640.0,140.0,46.0,150.0,140.0,150.0,1780.0,150.0,28.0,860.0,870.0,64.0,260.0,100.0,6.0,86.0,3.0
"Inspect grounds, facilities, and equipment routinely to determine necessity of repairs or maintenance.",inspect grounds facilities and equipment routinely to determine necessity of repairs or maintenance,Inspect condition or functioning of facilities or equipment.,Inspect facilities or equipment.,"Inspecting Equipment, Structures, or Materials","Property, Real Estate, and Community Association Managers",property real estate and community association managers,11-9141.00,"Property, Real Estate, and Community Association Managers",11-9141,11-9141.00,"Property, Real Estate, and Community Association Managers",Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,5.0,False,0.4607692307692307,4.0,100.0,0.1140364257256687,0.3,E0,E2,69990.0,58240.0,76800.0,63740.0,47760.0,77030.0,100080.0,73940.0,67600.0,94080.0,70810.0,75380.0,70190.0,51370.0,74980.0,60600.0,57980.0,58510.0,52790.0,49990.0,60930.0,81900.0,103410.0,60350.0,64890.0,53620.0,61640.0,58050.0,61610.0,55670.0,75500.0,82850.0,62230.0,99390.0,61430.0,58500.0,59050.0,64640.0,78060.0,65680.0,80260.0,62810.0,49490.0,64870.0,61320.0,64290.0,62810.0,79810.0,119320.0,54860.0,77730.0,60060.0,73110.0,69990.0,74850.0,311180.0,3510.0,450.0,9970.0,2310.0,50040.0,2230.0,2760.0,790.0,2040.0,30160.0,8690.0,1930.0,1680.0,11180.0,4670.0,2290.0,2810.0,2670.0,3060.0,960.0,6060.0,7320.0,5840.0,4480.0,1300.0,4740.0,1130.0,1530.0,5630.0,730.0,7110.0,1410.0,11390.0,10690.0,590.0,9960.0,2520.0,3190.0,9370.0,730.0,4900.0,1280.0,4310.0,45350.0,3020.0,560.0,5570.0,2950.0,1130.0,1560.0,640.0,40.0,1866.0,140.0
"Inspect layouts and advertising copy, and edit scripts, audio, video, and other promotional material for adherence to specifications.",inspect layouts and advertising copy and edit scripts audio video and other promotional material for adherence to specifications,Examine marketing materials to ensure compliance with policies or regulations.,Examine materials or documentation for accuracy or compliance.,Evaluating Information to Determine Compliance with Standards,Advertising and Promotions Managers,advertising and promotions managers,11-2011.00,Advertising and Promotions Managers,11-2011,11-2011.00,Advertising and Promotions Managers,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",Management Occupations,2026-05-31,0.0030529241359659,4.625114854517611,False,1.082459615384615,4.07,87.26,0.1088145832101393,0.2,E0,E2,133660.0,64640.0,133660.0,133660.0,74880.0,167230.0,164990.0,129280.0,133660.0,143040.0,133660.0,133810.0,133660.0,80680.0,167330.0,113930.0,108890.0,148560.0,107030.0,78810.0,106280.0,107380.0,163090.0,101610.0,126920.0,66520.0,81520.0,131770.0,106380.0,133660.0,120530.0,165390.0,133660.0,173700.0,121730.0,133660.0,102110.0,133660.0,154490.0,122940.0,157890.0,156300.0,133660.0,98170.0,104170.0,133660.0,133660.0,148400.0,163380.0,133660.0,131530.0,133660.0,133660.0,68620.0,133660.0,21470.0,60.0,45.0,444.0,140.0,3080.0,180.0,240.0,66.0,80.0,1362.0,420.0,86.0,60.0,160.0,120.0,210.0,40.0,230.0,120.0,88.0,460.0,300.0,220.0,110.0,100.0,403.0,70.0,160.0,213.0,50.0,470.0,80.0,3550.0,678.0,59.0,240.0,90.0,430.0,1540.0,60.0,316.0,63.0,450.0,3670.0,240.0,42.0,180.0,530.0,96.0,110.0,39.0,9.0,180.0,4.0
Inspect manufactured or processed products to ensure compliance with contract specifications or legal requirements.,inspect manufactured or processed products to ensure compliance with contract specifications or legal requirements,Examine product information to ensure compliance with regulations.,Examine materials or documentation for accuracy or compliance.,Evaluating Information to Determine Compliance with Standards,Government Property Inspectors and Investigators,government property inspectors and investigators,13-1041.04,Government Property Inspectors and Investigators,13-1041,13-1041.04,Compliance Officers,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.899589137188095,True,0.7858326923076923,3.88,43.37,0.1822931709447703,0.4,E0,E2,80730.0,72990.0,76430.0,74920.0,64680.0,96980.0,82450.0,91810.0,91050.0,111030.0,74920.0,70200.0,82590.0,75450.0,80550.0,78770.0,75620.0,69740.0,69240.0,70290.0,83740.0,84720.0,102060.0,77390.0,85920.0,67450.0,67270.0,66660.0,73920.0,78290.0,82800.0,100000.0,67990.0,90080.0,78500.0,79440.0,75030.0,63000.0,82990.0,85580.0,87620.0,75460.0,72630.0,63960.0,75370.0,67370.0,90420.0,80380.0,88790.0,64270.0,78800.0,79890.0,71930.0,48950.0,67990.0,77429.0,4199.0,920.0,13846.0,3475.0,55562.0,8622.0,3610.0,2395.0,4879.0,33061.0,16029.0,1415.0,1849.0,11863.0,5703.0,4077.0,3965.0,4857.0,4422.0,1994.0,11250.0,14692.0,10827.0,6839.0,1916.0,7797.0,1649.0,3865.0,4901.0,1927.0,14826.0,2673.0,26177.0,12609.0,990.0,12520.0,4712.0,5971.0,22066.0,970.0,5302.0,1259.0,7990.0,47786.0,4188.0,2183.0,16920.0,12398.0,1916.0,6360.0,646.0,290.0,6093.0,230.0
"Inspect materials and products for defects, and to ensure conformance to specifications.",inspect materials and products for defects and to ensure conformance to specifications,Inspect work to ensure standards are met.,Inspect completed work or finished products.,"Inspecting Equipment, Structures, or Materials",Machine Feeders and Offbearers,machine feeders and offbearers,53-7063.00,Machine Feeders and Offbearers,53-7063,53-7063.00,Laborers and Material Movers,Material Moving Workers,Transportation and Material Moving Occupations,2026-05-31,0.0113071264295034,4.8939,True,4.842584615384616,4.4,90.25,0.762176748515055,0.2,E0,E0,41220.0,38810.0,41220.0,40250.0,45250.0,40380.0,48400.0,36950.0,44110.0,41220.0,35110.0,39360.0,41220.0,42580.0,41220.0,37850.0,45250.0,47930.0,42200.0,43370.0,32310.0,41590.0,43510.0,42320.0,48740.0,38340.0,46580.0,41220.0,45470.0,40550.0,46580.0,44890.0,41220.0,43450.0,37370.0,41220.0,45130.0,36680.0,45580.0,41220.0,32770.0,38050.0,39310.0,40400.0,37350.0,40160.0,41220.0,36290.0,45600.0,39360.0,55120.0,51280.0,41220.0,22400.0,41220.0,42330.0,2160.0,88.0,170.0,1580.0,4830.0,650.0,120.0,30.0,190.0,1110.0,1550.0,170.0,170.0,1450.0,2800.0,560.0,430.0,980.0,130.0,210.0,110.0,620.0,740.0,410.0,670.0,1280.0,138.0,210.0,150.0,200.0,850.0,236.0,770.0,2040.0,116.0,2930.0,310.0,2390.0,1390.0,136.0,680.0,660.0,450.0,3100.0,140.0,82.0,1340.0,1040.0,180.0,570.0,30.0,18.0,50.0,9.0
"Inspect materials and products for defects, and to ensure conformance to specifications.",inspect materials and products for defects and to ensure conformance to specifications,Inspect items for damage or defects.,Inspect completed work or finished products.,"Inspecting Equipment, Structures, or Materials",Machine Feeders and Offbearers,machine feeders and offbearers,53-7063.00,Machine Feeders and Offbearers,53-7063,53-7063.00,Laborers and Material Movers,Material Moving Workers,Transportation and Material Moving Occupations,2026-05-31,0.0113071264295034,4.8939,True,4.842584615384616,4.4,90.25,0.762176748515055,0.2,E0,E0,41220.0,38810.0,41220.0,40250.0,45250.0,40380.0,48400.0,36950.0,44110.0,41220.0,35110.0,39360.0,41220.0,42580.0,41220.0,37850.0,45250.0,47930.0,42200.0,43370.0,32310.0,41590.0,43510.0,42320.0,48740.0,38340.0,46580.0,41220.0,45470.0,40550.0,46580.0,44890.0,41220.0,43450.0,37370.0,41220.0,45130.0,36680.0,45580.0,41220.0,32770.0,38050.0,39310.0,40400.0,37350.0,40160.0,41220.0,36290.0,45600.0,39360.0,55120.0,51280.0,41220.0,22400.0,41220.0,42330.0,2160.0,88.0,170.0,1580.0,4830.0,650.0,120.0,30.0,190.0,1110.0,1550.0,170.0,170.0,1450.0,2800.0,560.0,430.0,980.0,130.0,210.0,110.0,620.0,740.0,410.0,670.0,1280.0,138.0,210.0,150.0,200.0,850.0,236.0,770.0,2040.0,116.0,2930.0,310.0,2390.0,1390.0,136.0,680.0,660.0,450.0,3100.0,140.0,82.0,1340.0,1040.0,180.0,570.0,30.0,18.0,50.0,9.0
"Inspect merchandise or products to determine quality, value, or yield.",inspect merchandise or products to determine quality value or yield,Determine the value of goods or services.,Determine values or prices of goods or services.,Making Decisions and Solving Problems,"Wholesale and Retail Buyers, Except Farm Products",wholesale and retail buyers except farm products,13-1022.00,"Wholesale and Retail Buyers, Except Farm Products",13-1022,13-1022.00,Buyers and Purchasing Agents,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.9531,True,0.4522434615384615,3.45,71.07,0.0538059498811763,0.2,E0,E2,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,163810.0,2212.0,341.0,3390.0,1364.0,19060.0,3008.0,1775.0,507.0,735.0,10391.0,5116.0,657.0,897.0,6382.0,3350.0,1632.0,1504.0,2093.0,2025.0,670.0,2891.0,3807.0,4608.0,3087.0,1217.0,3073.0,535.0,1072.0,1624.0,715.0,4485.0,911.0,10138.0,5172.0,449.0,5808.0,1787.0,2059.0,6347.0,525.0,2412.0,479.0,3431.0,14725.0,1816.0,318.0,4300.0,3716.0,734.0,3078.0,294.0,70.0,982.0,34.0
Inspect or review projects to monitor compliance with building and safety codes or other regulations.,inspect or review projects to monitor compliance with building and safety codes or other regulations,Determine operational compliance with regulations or standards.,Monitor operations to ensure compliance with regulations or standards.,"Monitoring Processes, Materials, or Surroundings",Construction Managers,construction managers,11-9021.00,Construction Managers,11-9021,11-9021.00,Construction Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.8824000000000005,False,1.2864261538461537,4.53,100.0,0.4153611428571429,0.4,E2,E2,114990.0,96960.0,139190.0,114680.0,86310.0,133160.0,124830.0,125190.0,132150.0,126430.0,113130.0,110810.0,128910.0,104600.0,109160.0,106390.0,99280.0,120810.0,97020.0,110010.0,110070.0,128330.0,145010.0,103230.0,123400.0,99520.0,112230.0,104480.0,100820.0,115250.0,129260.0,138230.0,104550.0,155360.0,106640.0,102070.0,101980.0,100690.0,131420.0,108250.0,103990.0,108110.0,118380.0,110200.0,101470.0,105200.0,103450.0,119110.0,155070.0,95740.0,114190.0,92320.0,96210.0,77380.0,89950.0,380360.0,8560.0,1720.0,9910.0,2280.0,34750.0,12550.0,3620.0,610.0,1250.0,34010.0,10740.0,2890.0,2280.0,19160.0,5450.0,3070.0,2960.0,2990.0,5530.0,1460.0,5770.0,9870.0,9620.0,5800.0,1640.0,3680.0,2140.0,3430.0,4460.0,660.0,6910.0,2480.0,10280.0,16310.0,1450.0,16130.0,1980.0,4300.0,6840.0,450.0,5620.0,1070.0,5860.0,59060.0,4217.0,930.0,7290.0,6010.0,600.0,6080.0,682.0,450.0,670.0,60.0
Inspect passenger tickets to verify information and to obtain destination information.,inspect passenger tickets to verify information and to obtain destination information,Verify information or specifications.,Evaluate the quality or accuracy of data.,Processing Information,Flight Attendants,flight attendants,53-2031.00,Flight Attendants,53-2031,53-2031.00,Flight Attendants,Air Transportation Workers,Transportation and Material Moving Occupations,2026-05-31,0.0030529241359659,4.9670000000000005,True,2.852353846153846,3.41,81.54,0.2000686748771707,0.1,E2,E1,63580.0,63580.0,63580.0,61780.0,63580.0,82170.0,59500.0,78180.0,63580.0,63580.0,47320.0,78320.0,63580.0,62200.0,62120.0,63580.0,63580.0,63580.0,63580.0,63580.0,63580.0,63580.0,61510.0,62490.0,61230.0,63580.0,63580.0,63580.0,63580.0,51800.0,63580.0,63580.0,63580.0,126650.0,63580.0,63580.0,62440.0,63580.0,61480.0,39520.0,63580.0,63580.0,63580.0,63580.0,58220.0,82730.0,63580.0,63580.0,74090.0,63580.0,63580.0,63580.0,63580.0,63580.0,63580.0,131650.0,1778.0,274.0,4590.0,1096.0,15840.0,7110.0,250.0,408.0,590.0,13220.0,4112.0,528.0,721.0,9350.0,2692.0,1311.0,1209.0,1682.0,1627.0,539.0,2324.0,4390.0,3704.0,4050.0,978.0,2469.0,430.0,862.0,4040.0,575.0,3604.0,733.0,12060.0,4156.0,361.0,990.0,1436.0,980.0,2290.0,422.0,1939.0,385.0,2758.0,13470.0,2490.0,256.0,3900.0,2986.0,590.0,2474.0,236.0,56.0,789.0,27.0
Inspect personal or business property.,inspect personal or business property,Inspect items for damage or defects.,Inspect completed work or finished products.,"Inspecting Equipment, Structures, or Materials",Appraisers and Assessors of Real Estate,appraisers and assessors of real estate,13-2021.00,Appraisers of Personal and Business Property,13-2022,13-2022.00,Property Appraisers and Assessors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,5.0,True,0.8858257692307692,4.52,100.0,0.4022258012294007,0.6,E0,E2,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,28535.0,385.0,59.0,591.0,238.0,3320.0,524.0,309.0,88.0,128.0,1810.0,891.0,114.0,156.0,1112.0,584.0,284.0,262.0,365.0,353.0,117.0,504.0,663.0,803.0,538.0,212.0,535.0,93.0,187.0,283.0,125.0,781.0,159.0,1765.9999999999998,901.0,78.0,1012.0,311.0,358.99999999999994,1106.0,91.0,420.0,83.0,598.0,2565.0,316.0,55.0,749.0,647.0,128.0,536.0,51.0,12.0,171.0,6.0
Inspect premises to assess the need for repairs and to ensure that climate and pest control issues are addressed.,inspect premises to assess the need for repairs and to ensure that climate and pest control issues are addressed,Inspect work sites to determine condition or necessary repairs.,Inspect facilities or equipment.,"Inspecting Equipment, Structures, or Materials",Curators,curators,25-4012.00,Curators,25-4012,25-4012.00,"Archivists, Curators, and Museum Technicians","Librarians, Curators, and Archivists",Educational Instruction and Library Occupations,2026-05-31,0.0030529241359659,4.8788,False,0.3888088461538461,3.81,75.72,0.0533862849313724,0.2,E0,E2,63420.0,61120.0,63880.0,63510.0,53870.0,78740.0,73630.0,76510.0,56800.0,93310.0,59500.0,57810.0,50720.0,62190.0,63060.0,53910.0,53830.0,56630.0,55460.0,60080.0,56470.0,63750.0,77790.0,63190.0,53920.0,40600.0,59960.0,54460.0,58600.0,69900.0,82490.0,77800.0,63690.0,79120.0,49470.0,63420.0,63640.0,60560.0,62790.0,62100.0,77930.0,47200.0,74990.0,57580.0,59990.0,59910.0,56520.0,58200.0,74030.0,63420.0,64370.0,61910.0,63420.0,63420.0,63420.0,12150.0,150.0,90.0,150.0,80.0,1140.0,300.0,190.0,60.0,140.0,420.0,230.0,140.0,50.0,410.0,220.0,230.0,120.0,130.0,160.0,110.0,170.0,370.0,360.0,220.0,30.0,260.0,100.0,120.0,100.0,60.0,120.0,140.0,1330.0,600.0,33.0,370.0,150.0,260.0,520.0,70.0,120.0,50.0,190.0,690.0,50.0,60.0,450.0,260.0,54.0,300.0,90.0,5.0,73.0,2.0
Inspect premises to assess the need for repairs and to ensure that climate and pest control issues are addressed.,inspect premises to assess the need for repairs and to ensure that climate and pest control issues are addressed,Inspect facilities or sites to determine if they meet specifications or standards.,Inspect facilities or equipment.,"Inspecting Equipment, Structures, or Materials",Curators,curators,25-4012.00,Curators,25-4012,25-4012.00,"Archivists, Curators, and Museum Technicians","Librarians, Curators, and Archivists",Educational Instruction and Library Occupations,2026-05-31,0.0030529241359659,4.8788,False,0.3888088461538461,3.81,75.72,0.0533862849313724,0.2,E0,E2,63420.0,61120.0,63880.0,63510.0,53870.0,78740.0,73630.0,76510.0,56800.0,93310.0,59500.0,57810.0,50720.0,62190.0,63060.0,53910.0,53830.0,56630.0,55460.0,60080.0,56470.0,63750.0,77790.0,63190.0,53920.0,40600.0,59960.0,54460.0,58600.0,69900.0,82490.0,77800.0,63690.0,79120.0,49470.0,63420.0,63640.0,60560.0,62790.0,62100.0,77930.0,47200.0,74990.0,57580.0,59990.0,59910.0,56520.0,58200.0,74030.0,63420.0,64370.0,61910.0,63420.0,63420.0,63420.0,12150.0,150.0,90.0,150.0,80.0,1140.0,300.0,190.0,60.0,140.0,420.0,230.0,140.0,50.0,410.0,220.0,230.0,120.0,130.0,160.0,110.0,170.0,370.0,360.0,220.0,30.0,260.0,100.0,120.0,100.0,60.0,120.0,140.0,1330.0,600.0,33.0,370.0,150.0,260.0,520.0,70.0,120.0,50.0,190.0,690.0,50.0,60.0,450.0,260.0,54.0,300.0,90.0,5.0,73.0,2.0
Inspect premises to assess the need for repairs and to ensure that climate and pest control issues are addressed.,inspect premises to assess the need for repairs and to ensure that climate and pest control issues are addressed,Inspect condition or functioning of facilities or equipment.,Inspect facilities or equipment.,"Inspecting Equipment, Structures, or Materials",Curators,curators,25-4012.00,Curators,25-4012,25-4012.00,"Archivists, Curators, and Museum Technicians","Librarians, Curators, and Archivists",Educational Instruction and Library Occupations,2026-05-31,0.0030529241359659,4.8788,False,0.3888088461538461,3.81,75.72,0.0533862849313724,0.2,E0,E2,63420.0,61120.0,63880.0,63510.0,53870.0,78740.0,73630.0,76510.0,56800.0,93310.0,59500.0,57810.0,50720.0,62190.0,63060.0,53910.0,53830.0,56630.0,55460.0,60080.0,56470.0,63750.0,77790.0,63190.0,53920.0,40600.0,59960.0,54460.0,58600.0,69900.0,82490.0,77800.0,63690.0,79120.0,49470.0,63420.0,63640.0,60560.0,62790.0,62100.0,77930.0,47200.0,74990.0,57580.0,59990.0,59910.0,56520.0,58200.0,74030.0,63420.0,64370.0,61910.0,63420.0,63420.0,63420.0,12150.0,150.0,90.0,150.0,80.0,1140.0,300.0,190.0,60.0,140.0,420.0,230.0,140.0,50.0,410.0,220.0,230.0,120.0,130.0,160.0,110.0,170.0,370.0,360.0,220.0,30.0,260.0,100.0,120.0,100.0,60.0,120.0,140.0,1330.0,600.0,33.0,370.0,150.0,260.0,520.0,70.0,120.0,50.0,190.0,690.0,50.0,60.0,450.0,260.0,54.0,300.0,90.0,5.0,73.0,2.0
Inspect products to ensure that the quality standards and specifications are met.,inspect products to ensure that the quality standards and specifications are met,Inspect products or operations to ensure that standards are met.,Monitor operations to ensure compliance with regulations or standards.,"Monitoring Processes, Materials, or Surroundings","Textile Cutting Machine Setters, Operators, and Tenders",textile cutting machine setters operators and tenders,51-6062.00,"Textile Cutting Machine Setters, Operators, and Tenders",51-6062,51-6062.00,"Textile Machine Setters, Operators, and Tenders","Textile, Apparel, and Furnishings Workers",Production Occupations,2026-05-31,0.0113071264295034,4.917486448504316,True,3.5026892307692306,4.42,93.63,0.5574165648209083,0.2,E0,E2,38760.0,35000.0,38760.0,37460.0,29140.0,38870.0,36870.0,47160.0,38760.0,38760.0,35680.0,39840.0,45760.0,38760.0,38600.0,41740.0,30060.0,35930.0,31040.0,37490.0,38760.0,34890.0,43680.0,37280.0,41480.0,37600.0,30540.0,38760.0,38760.0,28630.0,45930.0,40780.0,38760.0,46810.0,43460.0,38760.0,41600.0,37110.0,38460.0,36690.0,40000.0,41740.0,38760.0,36710.0,30160.0,38760.0,38760.0,34410.0,45380.0,38760.0,39630.0,38760.0,38760.0,22880.0,38760.0,9000.0,160.0,19.0,100.0,40.0,750.0,30.0,50.0,28.0,40.0,450.0,1560.0,36.0,49.0,230.0,70.0,70.0,40.0,50.0,111.0,37.0,50.0,380.0,100.0,100.0,400.0,170.0,29.0,59.0,70.0,80.0,120.0,50.0,170.0,840.0,25.0,370.0,50.0,90.0,230.0,30.0,480.0,26.0,320.0,680.0,100.0,17.0,50.0,140.0,40.0,130.0,16.0,4.0,100.0,2.0
Inspect products to ensure that the quality standards and specifications are met.,inspect products to ensure that the quality standards and specifications are met,Inspect work to ensure standards are met.,Inspect completed work or finished products.,"Inspecting Equipment, Structures, or Materials","Textile Cutting Machine Setters, Operators, and Tenders",textile cutting machine setters operators and tenders,51-6062.00,"Textile Cutting Machine Setters, Operators, and Tenders",51-6062,51-6062.00,"Textile Machine Setters, Operators, and Tenders","Textile, Apparel, and Furnishings Workers",Production Occupations,2026-05-31,0.0113071264295034,4.917486448504316,True,3.5026892307692306,4.42,93.63,0.5574165648209083,0.2,E0,E2,38760.0,35000.0,38760.0,37460.0,29140.0,38870.0,36870.0,47160.0,38760.0,38760.0,35680.0,39840.0,45760.0,38760.0,38600.0,41740.0,30060.0,35930.0,31040.0,37490.0,38760.0,34890.0,43680.0,37280.0,41480.0,37600.0,30540.0,38760.0,38760.0,28630.0,45930.0,40780.0,38760.0,46810.0,43460.0,38760.0,41600.0,37110.0,38460.0,36690.0,40000.0,41740.0,38760.0,36710.0,30160.0,38760.0,38760.0,34410.0,45380.0,38760.0,39630.0,38760.0,38760.0,22880.0,38760.0,9000.0,160.0,19.0,100.0,40.0,750.0,30.0,50.0,28.0,40.0,450.0,1560.0,36.0,49.0,230.0,70.0,70.0,40.0,50.0,111.0,37.0,50.0,380.0,100.0,100.0,400.0,170.0,29.0,59.0,70.0,80.0,120.0,50.0,170.0,840.0,25.0,370.0,50.0,90.0,230.0,30.0,480.0,26.0,320.0,680.0,100.0,17.0,50.0,140.0,40.0,130.0,16.0,4.0,100.0,2.0
Inspect products to ensure that the quality standards and specifications are met.,inspect products to ensure that the quality standards and specifications are met,Inspect textile products.,Inspect completed work or finished products.,"Inspecting Equipment, Structures, or Materials","Textile Cutting Machine Setters, Operators, and Tenders",textile cutting machine setters operators and tenders,51-6062.00,"Textile Cutting Machine Setters, Operators, and Tenders",51-6062,51-6062.00,"Textile Machine Setters, Operators, and Tenders","Textile, Apparel, and Furnishings Workers",Production Occupations,2026-05-31,0.0113071264295034,4.917486448504316,True,3.5026892307692306,4.42,93.63,0.5574165648209083,0.2,E0,E2,38760.0,35000.0,38760.0,37460.0,29140.0,38870.0,36870.0,47160.0,38760.0,38760.0,35680.0,39840.0,45760.0,38760.0,38600.0,41740.0,30060.0,35930.0,31040.0,37490.0,38760.0,34890.0,43680.0,37280.0,41480.0,37600.0,30540.0,38760.0,38760.0,28630.0,45930.0,40780.0,38760.0,46810.0,43460.0,38760.0,41600.0,37110.0,38460.0,36690.0,40000.0,41740.0,38760.0,36710.0,30160.0,38760.0,38760.0,34410.0,45380.0,38760.0,39630.0,38760.0,38760.0,22880.0,38760.0,9000.0,160.0,19.0,100.0,40.0,750.0,30.0,50.0,28.0,40.0,450.0,1560.0,36.0,49.0,230.0,70.0,70.0,40.0,50.0,111.0,37.0,50.0,380.0,100.0,100.0,400.0,170.0,29.0,59.0,70.0,80.0,120.0,50.0,170.0,840.0,25.0,370.0,50.0,90.0,230.0,30.0,480.0,26.0,320.0,680.0,100.0,17.0,50.0,140.0,40.0,130.0,16.0,4.0,100.0,2.0
"Inspect property, examining its general condition, type of construction, age, and other characteristics, to decide if it is a good insurance risk.",inspect property examining its general condition type of construction age and other characteristics to decide if it is a good insurance risk,Examine condition of property or products.,Inspect characteristics or conditions of materials or products.,"Inspecting Equipment, Structures, or Materials",Insurance Sales Agents,insurance sales agents,41-3021.00,Insurance Sales Agents,41-3021,41-3021.00,Insurance Sales Agents,"Sales Representatives, Services",Sales and Related Occupations,2026-05-31,0.0030529241359659,5.0,False,0.6205053846153846,3.67,45.95,0.2267263776448585,0.7999999999999999,E0,E2,62280.0,65510.0,50500.0,61560.0,56720.0,76120.0,68730.0,74840.0,46710.0,84530.0,59790.0,61850.0,64170.0,58510.0,64280.0,61360.0,60140.0,60370.0,60880.0,55440.0,62920.0,58300.0,79300.0,61900.0,78640.0,47930.0,58990.0,62040.0,61590.0,49100.0,74370.0,81640.0,45180.0,78110.0,58710.0,71220.0,61260.0,47920.0,61680.0,73370.0,79930.0,61350.0,71990.0,57120.0,51180.0,61230.0,70720.0,60520.0,61040.0,45480.0,79450.0,71830.0,37010.0,36250.0,62550.0,479100.0,7430.0,540.0,11870.0,4580.0,41160.0,9530.0,5230.0,1220.0,2148.0,47560.0,18030.0,1070.0,3200.0,16360.0,10440.0,6840.0,6360.0,6210.0,7100.0,2240.0,5700.0,9940.0,12160.0,10010.0,3210.0,10030.0,2090.0,6160.0,4200.0,2320.0,11370.0,2200.0,22420.0,20540.0,1460.0,16250.0,5310.0,5370.0,19390.0,1700.0,8220.0,1870.0,7610.0,47060.0,4620.0,730.0,9480.0,10500.0,1430.0,7860.0,850.0,70.0,2650.0,60.0
Inspect records or log book entries or communicate with plant personnel to assess equipment operating status.,inspect records or log book entries or communicate with plant personnel to assess equipment operating status,Exchange information with colleagues.,Communicate with others about operational plans or activities.,"Communicating with Supervisors, Peers, or Subordinates",Power Plant Operators,power plant operators,51-8013.00,Power Plant Operators,51-8013,51-8013.00,"Power Plant Operators, Distributors, and Dispatchers",Plant and System Operators,Production Occupations,2026-05-31,0.0030529241359659,4.947352216748769,False,3.487224615384616,4.38,85.56,0.1943697219031427,0.1,E2,E2,102040.0,107080.0,88870.0,84970.0,97760.0,105210.0,102780.0,97460.0,103010.0,102040.0,94290.0,107580.0,121700.0,124440.0,104440.0,107000.0,100500.0,79980.0,93400.0,101170.0,81060.0,111260.0,100140.0,105820.0,94390.0,102400.0,101900.0,106040.0,98210.0,131400.0,81070.0,131370.0,105510.0,106990.0,108300.0,122160.0,104160.0,88590.0,109830.0,95800.0,98050.0,79900.0,102040.0,115920.0,102510.0,107120.0,78240.0,73640.0,131620.0,97210.0,66080.0,99200.0,61230.0,70640.0,102040.0,29320.0,790.0,650.0,390.0,220.0,2610.0,250.0,250.0,80.0,131.0,1640.0,590.0,290.0,310.0,1160.0,1190.0,470.0,520.0,690.0,370.0,190.0,330.0,880.0,1220.0,970.0,450.0,550.0,130.0,360.0,250.0,90.0,300.0,130.0,1960.0,420.0,150.0,730.0,520.0,250.0,1010.0,50.0,680.0,86.0,490.0,2100.0,420.0,140.0,590.0,430.0,170.0,420.0,230.0,60.0,210.0,6.0
"Inspect, test, and measure completed work, using devices such as hand tools or gauges to verify conformance to standards or repair requirements.",inspect test and measure completed work using devices such as hand tools or gauges to verify conformance to standards or repair requirements,Inspect completed work to ensure proper functioning.,Inspect completed work or finished products.,"Inspecting Equipment, Structures, or Materials","First-Line Supervisors of Mechanics, Installers, and Repairers",firstline supervisors of mechanics installers and repairers,49-1011.00,"First-Line Supervisors of Mechanics, Installers, and Repairers",49-1011,49-1011.00,"First-Line Supervisors of Mechanics, Installers, and Repairers","Supervisors of Installation, Maintenance, and Repair Workers","Installation, Maintenance, and Repair Occupations",2026-05-31,0.0030529241359659,4.79600333055787,True,1.4687311538461538,3.89,78.36,0.0977604932858924,0.1,E0,E0,79860.0,74830.0,98110.0,76240.0,71460.0,93660.0,83260.0,94050.0,83250.0,83460.0,75900.0,77010.0,87550.0,74940.0,83180.0,79650.0,78340.0,78390.0,76760.0,75550.0,79260.0,82330.0,92250.0,77810.0,87160.0,70900.0,77470.0,81440.0,77850.0,79860.0,87560.0,92680.0,77550.0,91150.0,76800.0,90600.0,78730.0,77040.0,86970.0,79400.0,78840.0,75120.0,80810.0,75830.0,76760.0,78930.0,83050.0,80770.0,94420.0,71360.0,82570.0,87460.0,48760.0,47660.0,58660.0,617500.0,13390.0,2720.0,13490.0,7590.0,51670.0,13590.0,6230.0,1890.0,1260.0,41250.0,23180.0,3380.0,3780.0,17710.0,13210.0,6450.0,6780.0,10020.0,10490.0,2640.0,10120.0,12140.0,15740.0,9110.0,6930.0,11220.0,2690.0,4610.0,5450.0,3360.0,14930.0,3780.0,26930.0,21110.0,1920.0,19410.0,10260.0,7120.0,20220.0,1460.0,10140.0,1750.0,15070.0,75340.0,6980.0,630.0,16910.0,14680.0,4070.0,10640.0,2030.0,380.0,2980.0,220.0
"Inspect, test, and measure completed work, using devices such as hand tools or gauges to verify conformance to standards or repair requirements.",inspect test and measure completed work using devices such as hand tools or gauges to verify conformance to standards or repair requirements,Measure distances or dimensions.,"Measure physical characteristics of materials, products, or equipment.","Estimating the Quantifiable Characteristics of Products, Events, or Information","First-Line Supervisors of Mechanics, Installers, and Repairers",firstline supervisors of mechanics installers and repairers,49-1011.00,"First-Line Supervisors of Mechanics, Installers, and Repairers",49-1011,49-1011.00,"First-Line Supervisors of Mechanics, Installers, and Repairers","Supervisors of Installation, Maintenance, and Repair Workers","Installation, Maintenance, and Repair Occupations",2026-05-31,0.0030529241359659,4.79600333055787,True,1.4687311538461538,3.89,78.36,0.0977604932858924,0.1,E0,E0,79860.0,74830.0,98110.0,76240.0,71460.0,93660.0,83260.0,94050.0,83250.0,83460.0,75900.0,77010.0,87550.0,74940.0,83180.0,79650.0,78340.0,78390.0,76760.0,75550.0,79260.0,82330.0,92250.0,77810.0,87160.0,70900.0,77470.0,81440.0,77850.0,79860.0,87560.0,92680.0,77550.0,91150.0,76800.0,90600.0,78730.0,77040.0,86970.0,79400.0,78840.0,75120.0,80810.0,75830.0,76760.0,78930.0,83050.0,80770.0,94420.0,71360.0,82570.0,87460.0,48760.0,47660.0,58660.0,617500.0,13390.0,2720.0,13490.0,7590.0,51670.0,13590.0,6230.0,1890.0,1260.0,41250.0,23180.0,3380.0,3780.0,17710.0,13210.0,6450.0,6780.0,10020.0,10490.0,2640.0,10120.0,12140.0,15740.0,9110.0,6930.0,11220.0,2690.0,4610.0,5450.0,3360.0,14930.0,3780.0,26930.0,21110.0,1920.0,19410.0,10260.0,7120.0,20220.0,1460.0,10140.0,1750.0,15070.0,75340.0,6980.0,630.0,16910.0,14680.0,4070.0,10640.0,2030.0,380.0,2980.0,220.0
Inspect work performed to ensure that it meets specifications and established standards.,inspect work performed to ensure that it meets specifications and established standards,Inspect work to ensure standards are met.,Inspect completed work or finished products.,"Inspecting Equipment, Structures, or Materials",First-Line Supervisors of Housekeeping and Janitorial Workers,firstline supervisors of housekeeping and janitorial workers,37-1011.00,First-Line Supervisors of Housekeeping and Janitorial Workers,37-1011,37-1011.00,First-Line Supervisors of Building and Grounds Cleaning and Maintenance Workers,Supervisors of Building and Grounds Cleaning and Maintenance Workers,Building and Grounds Cleaning and Maintenance Occupations,2026-05-31,0.0226142528590069,4.738276879259486,False,2.491484615384615,4.36,100.0,0.2167582289390109,0.1,E0,E0,49100.0,44370.0,56690.0,48610.0,37500.0,61470.0,55100.0,57200.0,50750.0,47950.0,45770.0,46070.0,59060.0,48390.0,49410.0,50570.0,47200.0,49780.0,45860.0,38640.0,55810.0,49550.0,59760.0,46770.0,53510.0,42230.0,45660.0,48240.0,48870.0,50080.0,55200.0,55170.0,44840.0,60580.0,47490.0,54210.0,46110.0,40460.0,56210.0,46920.0,63520.0,45320.0,46860.0,46800.0,41660.0,52420.0,59340.0,48660.0,63550.0,41450.0,49070.0,47840.0,28030.0,49100.0,48710.0,178760.0,2550.0,600.0,3050.0,1490.0,18060.0,4070.0,2110.0,790.0,1460.0,15320.0,5810.0,1500.0,1220.0,5090.0,2840.0,2000.0,1570.0,2920.0,2470.0,670.0,3550.0,4000.0,3870.0,2270.0,1550.0,3130.0,760.0,1260.0,4100.0,750.0,5600.0,890.0,11620.0,5550.0,490.0,5730.0,2290.0,2470.0,6250.0,800.0,3200.0,610.0,3510.0,13370.0,2240.0,420.0,5900.0,2910.0,740.0,2740.0,580.0,160.0,1072.0,110.0
Install and configure recreations of software production environments to allow testing of software performance.,install and configure recreations of software production environments to allow testing of software performance,Install computer software.,"Set up computer systems, networks, or other information systems.",Working with Computers,"Software Developers, Applications",software developers applications,15-1132.00,Software Quality Assurance Analysts and Testers,15-1253,15-1253.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.815945973188187,False,0.2341403846153846,3.45,85.29,0.083779479591957,0.7,E2,E1,114549.41176470587,108307.0588235294,114549.41176470587,110045.29411764706,111294.89619377164,143515.58823529413,128445.88235294116,109510.0,114782.35294117648,114191.17647058824,110165.0,112089.11764705884,109759.70588235294,120062.54325259516,113710.0,93134.70588235294,97098.82352941176,100614.41176470587,88776.76470588235,78453.82352941176,98043.23529411764,120022.9411764706,136121.76470588235,107406.76470588236,110872.0588235294,84885.29411764706,98662.0588235294,109772.9411764706,102180.29411764706,119163.13148788927,117653.5294117647,124798.5294117647,119148.82352941176,135779.41176470587,111493.5294117647,90934.11764705884,103205.58823529413,90770.58823529413,119530.58823529413,103874.70588235294,111107.64705882352,107836.76470588236,77240.29411764706,101195.58823529413,111652.9411764706,97212.0588235294,92335.88235294116,126400.88235294116,140793.5294117647,81291.17647058824,100160.58823529413,114750.1903114187,114549.41176470587,67413.23529411765,114549.41176470587,672406.1764705882,6836.176470588235,1117.8529411764705,14941.764705882351,5745.588235294118,110753.52941176471,17472.05882352941,5204.117647058823,1445.2941176470588,2494.1176470588234,35416.17647058824,20889.117647058825,2341.4117647058824,2239.1176470588234,22635.29411764706,5660.588235294117,3601.176470588235,5164.705882352941,3080.2941176470586,1624.4117647058824,1166.470588235294,14120.294117647058,20082.647058823528,16414.70588235294,13390.588235294115,845.0000000000001,8459.117647058823,800.2941176470589,3187.6470588235293,2321.470588235294,4027.941176470588,21115.29411764706,1585.5882352941176,43799.70588235294,24930.58823529412,604.4117647058824,17467.35294117647,3321.7647058823527,8307.35294117647,21156.17647058824,1910.8823529411768,5457.352941176471,918.8235294117646,7191.764705882353,66272.05882352941,12092.35294117647,677.9411764705883,35434.117647058825,40018.82352941176,1121.1764705882351,9600.882352941177,1304.3529411764705,286.0,836.1764705882354,138.0
"Install and perform minor repairs to hardware, software, or peripheral equipment, following design or installation specifications.",install and perform minor repairs to hardware software or peripheral equipment following design or installation specifications,Install computer software.,"Set up computer systems, networks, or other information systems.",Working with Computers,Computer User Support Specialists,computer user support specialists,15-1151.00,Computer User Support Specialists,15-1232,15-1232.00,Computer Support Specialists,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.663890912876028,True,1.4381584615384615,3.77,99.06,0.5744917290671273,0.5,E0,E0,61860.0,49630.0,63110.0,61410.0,46360.0,79570.0,71900.0,70210.0,62160.0,80950.0,58740.0,60440.0,56760.0,59170.0,59860.0,56510.0,58810.0,56150.0,57850.0,52440.0,60890.0,64750.0,75070.0,56240.0,63630.0,52230.0,59770.0,58460.0,60830.0,57870.0,60660.0,64470.0,53280.0,72560.0,60120.0,61310.0,59720.0,52040.0,62840.0,58670.0,62510.0,52080.0,48260.0,55990.0,59490.0,61110.0,63030.0,65040.0,75220.0,55350.0,58810.0,65100.0,37460.0,36250.0,50430.0,717190.0,7360.0,950.0,18780.0,4390.0,74490.0,16740.0,9300.0,1890.0,3140.0,51220.0,25980.0,2440.0,3650.0,26060.0,13540.0,6140.0,6780.0,9460.0,4780.0,2810.0,12200.0,17570.0,22090.0,15320.0,3830.0,13510.0,1640.0,6380.0,6560.0,3910.0,18200.0,3290.0,39100.0,23100.0,1400.0,22370.0,9600.0,8850.0,30560.0,1780.0,9880.0,1240.0,11920.0,72030.0,11120.0,1630.0,20910.0,21860.0,2250.0,12400.0,790.0,220.0,5760.0,90.0
"Install and perform minor repairs to hardware, software, or peripheral equipment, following design or installation specifications.",install and perform minor repairs to hardware software or peripheral equipment following design or installation specifications,Install computer hardware.,"Set up computer systems, networks, or other information systems.",Working with Computers,Computer User Support Specialists,computer user support specialists,15-1151.00,Computer User Support Specialists,15-1232,15-1232.00,Computer Support Specialists,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.663890912876028,True,1.4381584615384615,3.77,99.06,0.5744917290671273,0.5,E0,E0,61860.0,49630.0,63110.0,61410.0,46360.0,79570.0,71900.0,70210.0,62160.0,80950.0,58740.0,60440.0,56760.0,59170.0,59860.0,56510.0,58810.0,56150.0,57850.0,52440.0,60890.0,64750.0,75070.0,56240.0,63630.0,52230.0,59770.0,58460.0,60830.0,57870.0,60660.0,64470.0,53280.0,72560.0,60120.0,61310.0,59720.0,52040.0,62840.0,58670.0,62510.0,52080.0,48260.0,55990.0,59490.0,61110.0,63030.0,65040.0,75220.0,55350.0,58810.0,65100.0,37460.0,36250.0,50430.0,717190.0,7360.0,950.0,18780.0,4390.0,74490.0,16740.0,9300.0,1890.0,3140.0,51220.0,25980.0,2440.0,3650.0,26060.0,13540.0,6140.0,6780.0,9460.0,4780.0,2810.0,12200.0,17570.0,22090.0,15320.0,3830.0,13510.0,1640.0,6380.0,6560.0,3910.0,18200.0,3290.0,39100.0,23100.0,1400.0,22370.0,9600.0,8850.0,30560.0,1780.0,9880.0,1240.0,11920.0,72030.0,11120.0,1630.0,20910.0,21860.0,2250.0,12400.0,790.0,220.0,5760.0,90.0
"Install and perform minor repairs to hardware, software, or peripheral equipment, following design or installation specifications.",install and perform minor repairs to hardware software or peripheral equipment following design or installation specifications,Maintain computer hardware.,"Maintain electronic, computer, or other technical equipment.",Repairing and Maintaining Mechanical Equipment,Computer User Support Specialists,computer user support specialists,15-1151.00,Computer User Support Specialists,15-1232,15-1232.00,Computer Support Specialists,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.663890912876028,True,1.4381584615384615,3.77,99.06,0.5744917290671273,0.5,E0,E0,61860.0,49630.0,63110.0,61410.0,46360.0,79570.0,71900.0,70210.0,62160.0,80950.0,58740.0,60440.0,56760.0,59170.0,59860.0,56510.0,58810.0,56150.0,57850.0,52440.0,60890.0,64750.0,75070.0,56240.0,63630.0,52230.0,59770.0,58460.0,60830.0,57870.0,60660.0,64470.0,53280.0,72560.0,60120.0,61310.0,59720.0,52040.0,62840.0,58670.0,62510.0,52080.0,48260.0,55990.0,59490.0,61110.0,63030.0,65040.0,75220.0,55350.0,58810.0,65100.0,37460.0,36250.0,50430.0,717190.0,7360.0,950.0,18780.0,4390.0,74490.0,16740.0,9300.0,1890.0,3140.0,51220.0,25980.0,2440.0,3650.0,26060.0,13540.0,6140.0,6780.0,9460.0,4780.0,2810.0,12200.0,17570.0,22090.0,15320.0,3830.0,13510.0,1640.0,6380.0,6560.0,3910.0,18200.0,3290.0,39100.0,23100.0,1400.0,22370.0,9600.0,8850.0,30560.0,1780.0,9880.0,1240.0,11920.0,72030.0,11120.0,1630.0,20910.0,21860.0,2250.0,12400.0,790.0,220.0,5760.0,90.0
"Install, maintain, or use software testing programs.",install maintain or use software testing programs,Install computer software.,"Set up computer systems, networks, or other information systems.",Working with Computers,"Software Developers, Applications",software developers applications,15-1132.00,Software Quality Assurance Analysts and Testers,15-1253,15-1253.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.759983361064892,False,2.642463846153846,4.26,100.0,0.1900491175580389,0.1,E2,E1,114549.41176470587,108307.0588235294,114549.41176470587,110045.29411764706,111294.89619377164,143515.58823529413,128445.88235294116,109510.0,114782.35294117648,114191.17647058824,110165.0,112089.11764705884,109759.70588235294,120062.54325259516,113710.0,93134.70588235294,97098.82352941176,100614.41176470587,88776.76470588235,78453.82352941176,98043.23529411764,120022.9411764706,136121.76470588235,107406.76470588236,110872.0588235294,84885.29411764706,98662.0588235294,109772.9411764706,102180.29411764706,119163.13148788927,117653.5294117647,124798.5294117647,119148.82352941176,135779.41176470587,111493.5294117647,90934.11764705884,103205.58823529413,90770.58823529413,119530.58823529413,103874.70588235294,111107.64705882352,107836.76470588236,77240.29411764706,101195.58823529413,111652.9411764706,97212.0588235294,92335.88235294116,126400.88235294116,140793.5294117647,81291.17647058824,100160.58823529413,114750.1903114187,114549.41176470587,67413.23529411765,114549.41176470587,672406.1764705882,6836.176470588235,1117.8529411764705,14941.764705882351,5745.588235294118,110753.52941176471,17472.05882352941,5204.117647058823,1445.2941176470588,2494.1176470588234,35416.17647058824,20889.117647058825,2341.4117647058824,2239.1176470588234,22635.29411764706,5660.588235294117,3601.176470588235,5164.705882352941,3080.2941176470586,1624.4117647058824,1166.470588235294,14120.294117647058,20082.647058823528,16414.70588235294,13390.588235294115,845.0000000000001,8459.117647058823,800.2941176470589,3187.6470588235293,2321.470588235294,4027.941176470588,21115.29411764706,1585.5882352941176,43799.70588235294,24930.58823529412,604.4117647058824,17467.35294117647,3321.7647058823527,8307.35294117647,21156.17647058824,1910.8823529411768,5457.352941176471,918.8235294117646,7191.764705882353,66272.05882352941,12092.35294117647,677.9411764705883,35434.117647058825,40018.82352941176,1121.1764705882351,9600.882352941177,1304.3529411764705,286.0,836.1764705882354,138.0
"Install new hardware or software systems or components, ensuring integration with existing network systems.",install new hardware or software systems or components ensuring integration with existing network systems,Install computer software.,"Set up computer systems, networks, or other information systems.",Working with Computers,Computer Network Support Specialists,computer network support specialists,15-1152.00,Computer Network Support Specialists,15-1231,15-1231.00,Computer Support Specialists,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.54295567501775,True,0.5693265384615385,3.87,95.73,0.4526757265557507,1.0,E0,E1,76220.0,61890.0,86110.0,68880.0,59460.0,79190.0,82750.0,81890.0,60580.0,91370.0,75740.0,79180.0,83620.0,63340.0,68530.0,73100.0,64600.0,60060.0,76220.0,58680.0,72990.0,96680.0,88650.0,65900.0,76000.0,63410.0,72780.0,61150.0,65450.0,85790.0,72330.0,87440.0,64550.0,77540.0,76220.0,73550.0,70080.0,78740.0,68900.0,78310.0,82970.0,76790.0,53650.0,77640.0,66780.0,76220.0,72400.0,76760.0,101750.0,46840.0,81010.0,61780.0,46110.0,39570.0,56360.0,146190.0,940.0,300.0,1460.0,1470.0,13620.0,4530.0,850.0,330.0,450.0,9450.0,4440.0,350.0,780.0,6960.0,5030.0,1920.0,310.0,1720.0,1290.0,680.0,8200.0,1980.0,2470.0,2930.0,1240.0,3910.0,890.0,1490.0,2460.0,680.0,3370.0,1300.0,7170.0,6080.0,500.0,7480.0,1940.0,2660.0,4170.0,620.0,2660.0,480.0,2660.0,9930.0,990.0,120.0,5650.0,3300.0,600.0,1140.0,270.0,40.0,670.0,30.0
"Install new hardware or software systems or components, ensuring integration with existing network systems.",install new hardware or software systems or components ensuring integration with existing network systems,Install computer hardware.,"Set up computer systems, networks, or other information systems.",Working with Computers,Computer Network Support Specialists,computer network support specialists,15-1152.00,Computer Network Support Specialists,15-1231,15-1231.00,Computer Support Specialists,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.54295567501775,True,0.5693265384615385,3.87,95.73,0.4526757265557507,1.0,E0,E1,76220.0,61890.0,86110.0,68880.0,59460.0,79190.0,82750.0,81890.0,60580.0,91370.0,75740.0,79180.0,83620.0,63340.0,68530.0,73100.0,64600.0,60060.0,76220.0,58680.0,72990.0,96680.0,88650.0,65900.0,76000.0,63410.0,72780.0,61150.0,65450.0,85790.0,72330.0,87440.0,64550.0,77540.0,76220.0,73550.0,70080.0,78740.0,68900.0,78310.0,82970.0,76790.0,53650.0,77640.0,66780.0,76220.0,72400.0,76760.0,101750.0,46840.0,81010.0,61780.0,46110.0,39570.0,56360.0,146190.0,940.0,300.0,1460.0,1470.0,13620.0,4530.0,850.0,330.0,450.0,9450.0,4440.0,350.0,780.0,6960.0,5030.0,1920.0,310.0,1720.0,1290.0,680.0,8200.0,1980.0,2470.0,2930.0,1240.0,3910.0,890.0,1490.0,2460.0,680.0,3370.0,1300.0,7170.0,6080.0,500.0,7480.0,1940.0,2660.0,4170.0,620.0,2660.0,480.0,2660.0,9930.0,990.0,120.0,5650.0,3300.0,600.0,1140.0,270.0,40.0,670.0,30.0
"Install or configure Web server software or hardware to ensure that directory structure is well-defined, logical, and secure, and that files are named properly.",install or configure web server software or hardware to ensure that directory structure is welldefined logical and secure and that files are named properly,Install computer software.,"Set up computer systems, networks, or other information systems.",Working with Computers,Web Administrators,web administrators,15-1199.03,Web Administrators,15-1299,15-1299.01,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.641736514076939,True,0.06839,3.89,90.0,0.0307557337748572,1.0,E0,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,187608.0,6800.0,1836.0,5510.000000000001,2896.0,207228.0,30509.0,8015.0,859.9999999999999,44471.0,13710.0,53339.0,5378.0,2689.0,28854.0,8636.0,9954.0,3465.0,1850.0,12979.0,899.9999999999999,49280.0,15953.0,19236.0,10807.0,3749.0,14340.0,1396.0,5895.0,6748.0,2508.0,31052.0,4266.0,11459.999999999998,39015.0,1887.0,6149.999999999999,8584.0,6334.0,14580.000000000002,2146.0,11118.0,240.0,28260.0,147425.0,17271.0,3413.0,43954.0,37128.0,8739.0,12100.0,440.0,724.0,2275.0,103.0
"Install or configure Web server software or hardware to ensure that directory structure is well-defined, logical, and secure, and that files are named properly.",install or configure web server software or hardware to ensure that directory structure is welldefined logical and secure and that files are named properly,Install computer hardware.,"Set up computer systems, networks, or other information systems.",Working with Computers,Web Administrators,web administrators,15-1199.03,Web Administrators,15-1299,15-1299.01,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.641736514076939,True,0.06839,3.89,90.0,0.0307557337748572,1.0,E0,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,187608.0,6800.0,1836.0,5510.000000000001,2896.0,207228.0,30509.0,8015.0,859.9999999999999,44471.0,13710.0,53339.0,5378.0,2689.0,28854.0,8636.0,9954.0,3465.0,1850.0,12979.0,899.9999999999999,49280.0,15953.0,19236.0,10807.0,3749.0,14340.0,1396.0,5895.0,6748.0,2508.0,31052.0,4266.0,11459.999999999998,39015.0,1887.0,6149.999999999999,8584.0,6334.0,14580.000000000002,2146.0,11118.0,240.0,28260.0,147425.0,17271.0,3413.0,43954.0,37128.0,8739.0,12100.0,440.0,724.0,2275.0,103.0
"Install, or coordinate installation of, new or modified hardware, software, or programming modules of telecommunications systems.",install or coordinate installation of new or modified hardware software or programming modules of telecommunications systems,Install computer software.,"Set up computer systems, networks, or other information systems.",Working with Computers,Telecommunications Engineering Specialists,telecommunications engineering specialists,15-1143.01,Telecommunications Engineering Specialists,15-1241,15-1241.01,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.3912,True,0.1742307692307692,3.9,95.24,0.2349209944701992,1.808819601127741,E0,E1,134050.0,130810.0,119720.0,130890.0,110400.0,158870.0,139230.0,143890.0,148390.0,137670.0,132800.0,133890.0,108000.0,107620.0,132790.0,124190.0,103050.0,100610.0,103740.0,106620.0,108570.0,159460.0,155060.0,112040.0,133270.0,90990.0,103130.0,104300.0,116420.0,138060.0,125420.0,162350.0,109080.0,140390.0,127320.0,108990.0,131070.0,109450.0,135660.0,131840.0,131320.0,134990.0,153390.0,123860.0,133310.0,121000.0,110930.0,141340.0,168070.0,122520.0,131720.0,100520.0,134050.0,78200.0,134050.0,81730.0,3820.0,109.0,3629.0,828.0,13523.0,14896.0,1428.0,691.0,1355.0,8521.0,6993.0,291.0,655.0,7103.0,1846.0,1064.0,1610.0,1555.0,427.0,518.0,5329.0,5702.0,2919.0,1855.0,607.0,3056.0,227.0,1228.0,919.0,509.0,5147.0,382.0,8912.0,7594.0,209.0,4684.0,1200.0,1401.0,5529.0,418.0,1773.0,382.0,3938.0,12414.0,1210.0,118.0,8530.0,4302.0,327.0,1973.0,45.0,35.0,218.0,16.0
"Install, or coordinate installation of, new or modified hardware, software, or programming modules of telecommunications systems.",install or coordinate installation of new or modified hardware software or programming modules of telecommunications systems,Install computer hardware.,"Set up computer systems, networks, or other information systems.",Working with Computers,Telecommunications Engineering Specialists,telecommunications engineering specialists,15-1143.01,Telecommunications Engineering Specialists,15-1241,15-1241.01,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.3912,True,0.1742307692307692,3.9,95.24,0.2349209944701992,1.808819601127741,E0,E1,134050.0,130810.0,119720.0,130890.0,110400.0,158870.0,139230.0,143890.0,148390.0,137670.0,132800.0,133890.0,108000.0,107620.0,132790.0,124190.0,103050.0,100610.0,103740.0,106620.0,108570.0,159460.0,155060.0,112040.0,133270.0,90990.0,103130.0,104300.0,116420.0,138060.0,125420.0,162350.0,109080.0,140390.0,127320.0,108990.0,131070.0,109450.0,135660.0,131840.0,131320.0,134990.0,153390.0,123860.0,133310.0,121000.0,110930.0,141340.0,168070.0,122520.0,131720.0,100520.0,134050.0,78200.0,134050.0,81730.0,3820.0,109.0,3629.0,828.0,13523.0,14896.0,1428.0,691.0,1355.0,8521.0,6993.0,291.0,655.0,7103.0,1846.0,1064.0,1610.0,1555.0,427.0,518.0,5329.0,5702.0,2919.0,1855.0,607.0,3056.0,227.0,1228.0,919.0,509.0,5147.0,382.0,8912.0,7594.0,209.0,4684.0,1200.0,1401.0,5529.0,418.0,1773.0,382.0,3938.0,12414.0,1210.0,118.0,8530.0,4302.0,327.0,1973.0,45.0,35.0,218.0,16.0
"Install, or coordinate installation of, new or modified hardware, software, or programming modules of telecommunications systems.",install or coordinate installation of new or modified hardware software or programming modules of telecommunications systems,Coordinate software or hardware installation.,Direct scientific or technical activities.,"Guiding, Directing, and Motivating Subordinates",Telecommunications Engineering Specialists,telecommunications engineering specialists,15-1143.01,Telecommunications Engineering Specialists,15-1241,15-1241.01,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.3912,True,0.1742307692307692,3.9,95.24,0.2349209944701992,1.808819601127741,E0,E1,134050.0,130810.0,119720.0,130890.0,110400.0,158870.0,139230.0,143890.0,148390.0,137670.0,132800.0,133890.0,108000.0,107620.0,132790.0,124190.0,103050.0,100610.0,103740.0,106620.0,108570.0,159460.0,155060.0,112040.0,133270.0,90990.0,103130.0,104300.0,116420.0,138060.0,125420.0,162350.0,109080.0,140390.0,127320.0,108990.0,131070.0,109450.0,135660.0,131840.0,131320.0,134990.0,153390.0,123860.0,133310.0,121000.0,110930.0,141340.0,168070.0,122520.0,131720.0,100520.0,134050.0,78200.0,134050.0,81730.0,3820.0,109.0,3629.0,828.0,13523.0,14896.0,1428.0,691.0,1355.0,8521.0,6993.0,291.0,655.0,7103.0,1846.0,1064.0,1610.0,1555.0,427.0,518.0,5329.0,5702.0,2919.0,1855.0,607.0,3056.0,227.0,1228.0,919.0,509.0,5147.0,382.0,8912.0,7594.0,209.0,4684.0,1200.0,1401.0,5529.0,418.0,1773.0,382.0,3938.0,12414.0,1210.0,118.0,8530.0,4302.0,327.0,1973.0,45.0,35.0,218.0,16.0
Install or program computer hardware or machine or instrumentation software in microprocessor-based systems.,install or program computer hardware or machine or instrumentation software in microprocessorbased systems,Develop software or computer applications.,Design computer or information systems or applications.,Thinking Creatively,Electro-Mechanical Technicians,electromechanical technicians,17-3024.00,Electro-Mechanical and Mechatronics Technologists and Technicians,17-3024,17-3024.00,"Engineering Technologists and Technicians, Except Drafters","Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0113071264295034,4.716728327167283,True,1.6871734615384617,4.28,81.28,0.5688836085022023,0.5,E2,E1,73900.0,66660.0,80290.0,80930.0,73900.0,81550.0,74730.0,81860.0,73900.0,73900.0,75450.0,68720.0,73900.0,70830.0,79400.0,47440.0,73010.0,73900.0,65270.0,75410.0,82510.0,75330.0,73630.0,62460.0,61670.0,71420.0,65360.0,77340.0,72800.0,82010.0,75780.0,60040.0,119320.0,68010.0,63330.0,82820.0,73050.0,65100.0,67140.0,74710.0,73900.0,67610.0,73900.0,64720.0,54460.0,73900.0,73900.0,74880.0,81220.0,73900.0,76290.0,73900.0,73900.0,73900.0,73900.0,15520.0,70.0,40.0,120.0,129.0,1850.0,570.0,140.0,48.0,70.0,500.0,170.0,62.0,120.0,250.0,290.0,180.0,143.0,70.0,120.0,64.0,90.0,920.0,850.0,400.0,70.0,230.0,70.0,130.0,220.0,80.0,200.0,670.0,410.0,800.0,90.0,350.0,140.0,160.0,650.0,50.0,270.0,45.0,190.0,1800.0,172.0,30.0,570.0,570.0,70.0,580.0,28.0,7.0,93.0,3.0
"Instruct and counsel patients about prescribed therapeutic regimens, normal growth and development, family planning, emotional problems of daily living, and health maintenance.",instruct and counsel patients about prescribed therapeutic regimens normal growth and development family planning emotional problems of daily living and health maintenance,"Provide health and wellness advice to patients, program participants, or caregivers.",Advise patients or clients on medical issues.,Providing Consultation and Advice to Others,Physician Assistants,physician assistants,29-1071.00,Physician Assistants,29-1071,29-1071.00,Physician Assistants,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,3.349978002639684,False,5.915632307692308,4.76,100.0,0.5038805714285713,0.1,E0,E2,135880.0,104960.0,150700.0,134650.0,118430.0,165650.0,134540.0,139860.0,139350.0,135140.0,129620.0,115390.0,164050.0,133790.0,131950.0,132050.0,134770.0,125640.0,120760.0,128870.0,131170.0,137560.0,142410.0,131510.0,141190.0,105920.0,135130.0,141470.0,133040.0,134660.0,150960.0,165690.0,139920.0,160880.0,129360.0,133450.0,132090.0,136550.0,155780.0,127070.0,139930.0,122490.0,133200.0,118240.0,134550.0,134740.0,150490.0,135940.0,164360.0,128610.0,133950.0,136080.0,135880.0,135880.0,135880.0,162150.0,930.0,700.0,3750.0,850.0,13600.0,3270.0,3570.0,860.0,470.0,9310.0,5610.0,530.0,1320.0,3790.0,2110.0,1200.0,890.0,1360.0,1360.0,1030.0,2950.0,4470.0,6310.0,3660.0,320.0,2300.0,600.0,1330.0,1090.0,1060.0,4790.0,700.0,19140.0,7490.0,510.0,4900.0,1770.0,2250.0,9020.0,810.0,2250.0,680.0,2240.0,10110.0,1610.0,410.0,4340.0,3540.0,1080.0,3580.0,330.0,69.0,972.0,33.0
Instruct individuals and groups on ways to preserve health and prevent disease.,instruct individuals and groups on ways to preserve health and prevent disease,"Provide health and wellness advice to patients, program participants, or caregivers.",Advise patients or clients on medical issues.,Providing Consultation and Advice to Others,Anesthesiologists,anesthesiologists,29-1061.00,Anesthesiologists,29-1211,29-1211.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,3.914372730467378,False,0.6491453846153846,3.48,82.05,0.0419841500495029,0.1,E0,E2,391490.0,392350.0,391490.0,391490.0,391490.0,391490.0,391490.0,481820.0,391490.0,202570.0,465370.0,230000.0,391490.0,449990.0,391490.0,394060.0,391490.0,437030.0,347960.0,410500.0,391490.0,418010.0,391490.0,391490.0,496510.0,391490.0,391490.0,391490.0,334210.0,391490.0,481640.0,391490.0,393970.0,445660.0,391490.0,391490.0,490530.0,391490.0,391490.0,461390.0,391490.0,238970.0,391490.0,330620.0,215230.0,391490.0,434780.0,488310.0,499990.0,391490.0,443990.0,391490.0,391490.0,391490.0,391490.0,38760.0,523.0,120.0,802.0,323.0,4510.0,712.0,420.0,120.0,100.0,2530.0,1040.0,155.0,212.0,1570.0,1460.0,450.0,600.0,1090.0,190.0,200.0,684.0,1100.0,1270.0,870.0,288.0,727.0,127.0,260.0,50.0,330.0,1061.0,50.0,7230.0,980.0,60.0,780.0,423.0,390.0,410.0,80.0,950.0,210.0,840.0,2800.0,430.0,90.0,1018.0,1540.0,174.0,790.0,70.0,16.0,232.0,8.0
"Instruct individuals or groups in sports rules, game strategies, and performance principles, such as specific ways of moving the body, hands, or feet, to achieve desired results.",instruct individuals or groups in sports rules game strategies and performance principles such as specific ways of moving the body hands or feet to achieve desired results,Train others on performance techniques.,Train others on operational or work procedures.,Training and Teaching Others,Coaches and Scouts,coaches and scouts,27-2022.00,Coaches and Scouts,27-2022,27-2022.00,"Athletes, Coaches, Umpires, and Related Workers","Entertainers and Performers, Sports and Related Workers","Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.264642305712815,False,2.0786630769230765,4.41,98.32,0.8772533304884715,0.5,E0,E0,47320.0,47320.0,41170.0,53130.0,38930.0,47660.0,47110.0,54790.0,45200.0,65360.0,39370.0,48210.0,55860.0,46600.0,49120.0,44480.0,49350.0,42900.0,35570.0,60960.0,43640.0,50590.0,55130.0,47050.0,48050.0,47320.0,42790.0,48020.0,47810.0,51020.0,51490.0,76700.0,49980.0,59920.0,43840.0,37100.0,46530.0,41160.0,48960.0,48730.0,53630.0,42950.0,36360.0,37780.0,36510.0,45680.0,59990.0,46290.0,48030.0,52050.0,44800.0,49420.0,47320.0,32090.0,47320.0,248950.0,3140.0,350.0,4120.0,2070.0,31150.0,4120.0,4070.0,600.0,630.0,18120.0,4510.0,760.0,1410.0,8840.0,5960.0,3410.0,3300.0,2800.0,2550.0,1060.0,3960.0,6310.0,7910.0,4680.0,1770.0,4730.0,990.0,1180.0,2390.0,870.0,5670.0,590.0,11220.0,8530.0,1180.0,13150.0,2420.0,3930.0,8170.0,1170.0,3310.0,1290.0,6250.0,15300.0,2940.0,630.0,6810.0,11790.0,910.0,5480.0,470.0,106.0,610.0,51.0
Instruct participants in maintaining exertion levels to maximize benefits from exercise routines.,instruct participants in maintaining exertion levels to maximize benefits from exercise routines,Teach exercise or fitness techniques.,Train others on health or medical topics.,Training and Teaching Others,Fitness Trainers and Aerobics Instructors,fitness trainers and aerobics instructors,39-9031.00,Exercise Trainers and Group Fitness Instructors,39-9031,39-9031.00,Recreation and Fitness Workers,Other Personal Care and Service Workers,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.250125,False,3.97104,4.52,100.0,0.3301596826349301,0.1,E0,E0,47160.0,39180.0,46210.0,47980.0,42140.0,57990.0,49900.0,61580.0,44340.0,39210.0,38800.0,47150.0,48290.0,49780.0,46800.0,34960.0,36160.0,35900.0,45280.0,44410.0,47060.0,47420.0,64620.0,45520.0,43620.0,30540.0,36450.0,43940.0,31440.0,57960.0,49360.0,59870.0,44680.0,47090.0,46450.0,37760.0,36370.0,44520.0,58510.0,45250.0,45640.0,43630.0,40070.0,47380.0,40880.0,44800.0,57300.0,40820.0,50830.0,38120.0,44200.0,50250.0,47160.0,22020.0,47160.0,322930.0,2680.0,800.0,7010.0,1390.0,43600.0,10500.0,2850.0,1210.0,1480.0,18070.0,7500.0,990.0,2360.0,19830.0,5360.0,2510.0,4510.0,1990.0,2290.0,1140.0,8650.0,9200.0,6050.0,7010.0,1260.0,5060.0,1420.0,2410.0,3010.0,1500.0,11350.0,1030.0,20140.0,10670.0,680.0,9040.0,2300.0,4800.0,11580.0,990.0,5130.0,950.0,5080.0,19260.0,6830.0,710.0,12100.0,9270.0,500.0,6330.0,560.0,137.0,260.0,66.0
"Instruct students in the knowledge and skills required in a specific occupation or occupational field, using a systematic plan of lectures, discussions, audio-visual presentations, and laboratory, shop, and field studies.",instruct students in the knowledge and skills required in a specific occupation or occupational field using a systematic plan of lectures discussions audiovisual presentations and laboratory shop and field studies,Teach vocational courses.,Teach academic or vocational subjects.,Training and Teaching Others,"Career/Technical Education Teachers, Secondary School",careertechnical education teachers secondary school,25-2032.00,"Career/Technical Education Teachers, Secondary School",25-2032,25-2032.00,Secondary School Teachers,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",Educational Instruction and Library Occupations,2026-05-31,0.0030529241359659,3.652173913043478,True,3.3490615384615383,4.37,99.13,1.146357431090256,0.4,E2,E2,66270.0,59470.0,78130.0,62980.0,61780.0,80620.0,72750.0,100810.0,79230.0,66270.0,62140.0,78760.0,66270.0,60510.0,77950.0,56390.0,57660.0,58300.0,61130.0,61300.0,78050.0,78320.0,98020.0,77400.0,71650.0,57910.0,59300.0,55190.0,63180.0,64510.0,76320.0,83770.0,66750.0,79820.0,58600.0,61500.0,79230.0,58800.0,78380.0,75760.0,81820.0,72120.0,56070.0,61700.0,64610.0,72380.0,79220.0,75580.0,101180.0,57760.0,74310.0,62570.0,66270.0,53160.0,66270.0,111420.0,1504.0,170.0,660.0,1000.0,3260.0,1250.0,1910.0,560.0,500.0,6820.0,1680.0,447.0,1140.0,2780.0,1310.0,640.0,1050.0,330.0,1530.0,170.0,690.0,3130.0,1800.0,880.0,1770.0,2000.0,260.0,1310.0,150.0,450.0,2320.0,100.0,7610.0,2650.0,640.0,5130.0,1170.0,750.0,4840.0,90.0,1150.0,360.0,2940.0,32250.0,730.0,220.0,3500.0,3460.0,1000.0,1420.0,210.0,47.0,1110.0,23.0
"Instruct students individually and in groups, using teaching methods such as lectures, discussions, and demonstrations.",instruct students individually and in groups using teaching methods such as lectures discussions and demonstrations,Apply multiple teaching methods.,Teach academic or vocational subjects.,Training and Teaching Others,"Elementary School Teachers, Except Special Education",elementary school teachers except special education,25-2021.00,"Elementary School Teachers, Except Special Education",25-2021,25-2021.00,Elementary and Middle School Teachers,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",Educational Instruction and Library Occupations,2026-05-31,0.0030529241359659,2.6177647058823528,False,6.434200000000001,4.95,100.0,0.5588100000000001,0.1,E2,E0,63970.0,61380.0,79260.0,56590.0,52700.0,99650.0,63410.0,80600.0,75920.0,96580.0,58930.0,72290.0,71410.0,61600.0,75320.0,59700.0,60580.0,56450.0,60610.0,58770.0,62390.0,77680.0,94000.0,65110.0,76350.0,49790.0,50910.0,57530.0,62380.0,65040.0,72410.0,78200.0,74550.0,85760.0,54930.0,60030.0,77370.0,48200.0,77130.0,77060.0,90930.0,60820.0,50130.0,59980.0,62760.0,74810.0,63070.0,65550.0,102350.0,55630.0,61210.0,61150.0,62240.0,51540.0,60560.0,1388390.0,22030.0,3500.0,24240.0,12590.0,155160.0,24860.0,16330.0,2900.0,3750.0,79090.0,43820.0,6040.0,6850.0,61520.0,27720.0,17300.0,14350.0,19080.0,22060.0,7490.0,29610.0,29930.0,40910.0,26640.0,11060.0,33180.0,4960.0,8710.0,9550.0,5190.0,40300.0,6210.0,101410.0,42410.0,4430.0,47870.0,18500.0,12600.0,48370.0,3830.0,25030.0,4290.0,28240.0,116260.0,14820.0,3610.0,37880.0,28980.0,5420.0,24920.0,2600.0,1000.0,4370.0,630.0
"Instruct students individually and in groups, using various teaching methods, such as lectures, discussions, and demonstrations.",instruct students individually and in groups using various teaching methods such as lectures discussions and demonstrations,Apply multiple teaching methods.,Teach academic or vocational subjects.,Training and Teaching Others,"Career/Technical Education Teachers, Middle School",careertechnical education teachers middle school,25-2023.00,"Career/Technical Education Teachers, Middle School",25-2023,25-2023.00,Elementary and Middle School Teachers,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",Educational Instruction and Library Occupations,2026-05-31,0.0028267816073758,3.1381782090869,False,4.41988,4.53,100.0,0.7662680000000001,0.2,E2,E0,65030.0,58410.0,65030.0,65030.0,60760.0,65030.0,66310.0,95680.0,65030.0,65030.0,58760.0,73020.0,65030.0,65030.0,80700.0,54960.0,63360.0,58560.0,65030.0,56440.0,65030.0,84160.0,93260.0,60650.0,81460.0,55210.0,52630.0,65030.0,62580.0,65030.0,65030.0,68280.0,65030.0,86450.0,52270.0,46530.0,86560.0,54090.0,65030.0,77980.0,97240.0,62160.0,65030.0,61950.0,63330.0,86890.0,65030.0,67460.0,103290.0,65030.0,76860.0,62710.0,65030.0,65030.0,65030.0,16870.0,640.0,35.0,349.0,90.0,1963.0,470.0,120.0,52.0,76.0,610.0,560.0,68.0,92.0,240.0,70.0,168.0,30.0,216.0,120.0,69.0,210.0,392.0,475.0,160.0,270.0,240.0,55.0,370.0,167.0,74.0,462.0,94.0,1930.0,760.0,220.0,590.0,110.0,212.0,690.0,50.0,170.0,49.0,110.0,5230.0,187.0,33.0,640.0,720.0,76.0,570.0,100.0,7.0,101.0,3.0
"Instruct students individually and in groups, using various teaching methods, such as lectures, discussions, and demonstrations.",instruct students individually and in groups using various teaching methods such as lectures discussions and demonstrations,Apply multiple teaching methods.,Teach academic or vocational subjects.,Training and Teaching Others,"Career/Technical Education Teachers, Secondary School",careertechnical education teachers secondary school,25-2032.00,"Career/Technical Education Teachers, Secondary School",25-2032,25-2032.00,Secondary School Teachers,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",Educational Instruction and Library Occupations,2026-05-31,0.0028267816073758,3.1381782090869,False,3.995307692307693,4.51,100.0,0.3412693730626938,0.1,E2,E0,66270.0,59470.0,78130.0,62980.0,61780.0,80620.0,72750.0,100810.0,79230.0,66270.0,62140.0,78760.0,66270.0,60510.0,77950.0,56390.0,57660.0,58300.0,61130.0,61300.0,78050.0,78320.0,98020.0,77400.0,71650.0,57910.0,59300.0,55190.0,63180.0,64510.0,76320.0,83770.0,66750.0,79820.0,58600.0,61500.0,79230.0,58800.0,78380.0,75760.0,81820.0,72120.0,56070.0,61700.0,64610.0,72380.0,79220.0,75580.0,101180.0,57760.0,74310.0,62570.0,66270.0,53160.0,66270.0,111420.0,1504.0,170.0,660.0,1000.0,3260.0,1250.0,1910.0,560.0,500.0,6820.0,1680.0,447.0,1140.0,2780.0,1310.0,640.0,1050.0,330.0,1530.0,170.0,690.0,3130.0,1800.0,880.0,1770.0,2000.0,260.0,1310.0,150.0,450.0,2320.0,100.0,7610.0,2650.0,640.0,5130.0,1170.0,750.0,4840.0,90.0,1150.0,360.0,2940.0,32250.0,730.0,220.0,3500.0,3460.0,1000.0,1420.0,210.0,47.0,1110.0,23.0
"Instruct students individually and in groups, using various teaching methods, such as lectures, discussions, and demonstrations.",instruct students individually and in groups using various teaching methods such as lectures discussions and demonstrations,Apply multiple teaching methods.,Teach academic or vocational subjects.,Training and Teaching Others,Adult Basic and Secondary Education and Literacy Teachers and Instructors,adult basic and secondary education and literacy teachers and instructors,25-3011.00,"Adult Basic Education, Adult Secondary Education, and English as a Second Language Instructors",25-3011,25-3011.00,"Adult Basic Education, Adult Secondary Education, and English as a Second Language Instructors",Other Teachers and Instructors,Educational Instruction and Library Occupations,2026-05-31,0.0028267816073758,3.1381782090869,False,2.9255107692307694,4.17,96.94,1.2015229527959723,0.5,E1,E0,61540.0,48870.0,61540.0,61750.0,43240.0,102030.0,51170.0,72180.0,78600.0,62940.0,58920.0,47540.0,44600.0,50040.0,62370.0,58660.0,48010.0,52030.0,44990.0,66870.0,58880.0,59950.0,62290.0,59900.0,76800.0,49900.0,51770.0,56500.0,49040.0,48930.0,64440.0,81100.0,49170.0,78010.0,51810.0,63820.0,47190.0,51840.0,65700.0,57230.0,57690.0,62940.0,35760.0,60340.0,49490.0,49680.0,62500.0,64540.0,69990.0,65050.0,64980.0,52060.0,61540.0,61540.0,61540.0,37310.0,470.0,78.0,570.0,230.0,1660.0,820.0,410.0,200.0,570.0,3670.000000000001,470.0,300.0,270.0,1970.0,650.0,370.0,160.0,350.0,100.0,330.0,450.00000000000006,1420.0,560.0,2880.0,240.0,620.0,110.0,130.0,40.0,50.0,1350.0,210.0,2810.0,3720.0,180.0,750.0,300.0,510.0,790.0,119.0,480.0,100.0,240.0,1830.0,60.0,70.0,700.0,1310.0,250.0,1050.0,100.0,16.0,224.0,8.0
"Instruct students individually and in groups, using various teaching methods, such as lectures, discussions, and demonstrations.",instruct students individually and in groups using various teaching methods such as lectures discussions and demonstrations,Apply multiple teaching methods.,Teach academic or vocational subjects.,Training and Teaching Others,Self-Enrichment Education Teachers,selfenrichment education teachers,25-3021.00,Self-Enrichment Teachers,25-3021,25-3021.00,Self-Enrichment Teachers,Other Teachers and Instructors,Educational Instruction and Library Occupations,2026-05-31,0.0028267816073758,3.1381782090869,True,3.6458153846153847,4.49,97.67,1.177603586162727,0.4,E2,E0,46800.0,38430.0,47710.0,44110.0,30810.0,49570.0,44710.0,55240.0,34730.0,66430.0,45830.0,52320.0,51960.0,36490.0,44230.0,36980.0,35670.0,41290.0,39990.0,37760.0,46720.0,51630.0,49430.0,40350.0,45660.0,38770.0,43090.0,45050.0,38240.0,47020.0,59880.0,53780.0,45890.0,57790.0,41710.0,35100.0,37360.0,38010.0,53790.0,41740.0,41960.0,39800.0,49720.0,38730.0,36140.0,43580.0,53190.0,49160.0,48020.0,45010.0,37820.0,46640.0,46800.0,36110.0,37590.0,332110.0,2130.0,190.0,2330.0,900.0,60260.0,9700.0,5080.0,260.0,600.0,11800.0,10030.0,1730.0,2190.0,15030.0,3710.0,2910.0,1070.0,1630.0,3030.0,1120.0,6570.0,11950.0,7190.0,9050.0,690.0,5010.0,1070.0,3360.0,1690.0,1820.0,13380.0,1840.0,31120.0,9320.0,470.0,8860.0,2710.0,5580.0,15270.0,1400.0,3430.0,140.0,3530.0,16680.0,5180.0,1190.0,8730.0,12890.0,540.0,5140.0,610.0,141.0,880.0,50.0
"Integrate and develop visual elements, such as line, space, mass, color, and perspective, to produce desired effects, such as the illustration of ideas, emotions, or moods.",integrate and develop visual elements such as line space mass color and perspective to produce desired effects such as the illustration of ideas emotions or moods,"Develop artistic or design concepts for decoration, exhibition, or commercial purposes.",Create artistic designs or performances.,Thinking Creatively,"Fine Artists, Including Painters, Sculptors, and Illustrators",fine artists including painters sculptors and illustrators,27-1013.00,"Fine Artists, Including Painters, Sculptors, and Illustrators",27-1013,27-1013.00,Artists and Related Workers,Art and Design Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.2374496550195726,4.8640942978037485,True,1.692596923076923,4.26,96.57,0.8086265059090483,0.6,E2,E2,55490.0,55490.0,55490.0,56160.0,32340.0,58240.0,51910.0,71210.0,55490.0,55490.0,50360.0,65010.0,55490.0,55490.0,53850.0,55490.0,55490.0,25830.0,48050.0,40700.0,46170.0,66180.0,55490.0,38650.0,61730.0,55490.0,49820.0,55490.0,39800.0,81630.0,55490.0,55490.0,63090.0,78870.0,55490.0,55490.0,31780.0,47830.0,98540.0,54270.0,55490.0,55490.0,55490.0,30720.0,49650.0,57270.0,55490.0,47930.0,72430.0,55490.0,53350.0,55490.0,55490.0,55490.0,55490.0,11220.0,152.0,23.0,110.0,40.0,2560.0,250.0,100.0,35.0,50.0,1010.0,350.0,45.0,61.0,437.0,210.0,112.0,40.0,60.0,139.0,46.0,80.0,140.0,220.0,211.0,83.0,110.0,50.0,40.0,160.0,49.0,310.0,70.0,1400.0,390.0,31.0,510.0,60.0,141.0,435.0,36.0,160.0,33.0,100.0,700.0,80.0,22.0,230.0,350.0,50.0,100.0,20.0,5.0,67.0,2.0
Integrate online retailing strategy with physical or catalogue retailing operations.,integrate online retailing strategy with physical or catalogue retailing operations,Develop business or market strategies.,Develop business or marketing plans.,Thinking Creatively,Online Merchants,online merchants,13-1199.06,Online Merchants,13-1199,13-1199.06,Miscellaneous Business Operations Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.0967,False,0.9803361538461538,3.36,53.5,0.2846633620456146,0.5,E1,E2,83050.0,100240.0,94740.0,83280.0,61240.0,87570.0,92520.0,85530.0,95040.0,108160.0,79650.0,78410.0,92620.0,76400.0,82070.0,79030.0,80470.0,83350.0,74690.0,63220.0,78830.0,101500.0,93270.0,81810.0,77820.0,76980.0,80420.0,74990.0,77980.0,67330.0,83740.0,91060.0,79100.0,83450.0,80230.0,80500.0,79350.0,93640.0,77170.0,80590.0,88130.0,79110.0,85340.0,78690.0,80820.0,80190.0,71710.0,85200.0,100360.0,69240.0,67370.0,74060.0,88610.0,46700.0,65170.0,304887.0,7842.0,2266.0,13698.0,9199.0,173886.0,51235.0,6316.0,1795.0,42395.0,74300.0,75669.0,4030.0,3074.0,36954.0,7056.0,11106.0,11005.0,6585.0,19083.0,4745.0,44672.0,20092.0,23491.0,18410.0,4633.0,15770.0,5340.0,2849.0,10254.0,2154.0,38378.0,9480.0,32298.0,46198.0,2031.0,35551.0,6395.0,16738.0,30570.0,2513.0,9996.0,1055.0,13227.0,116975.0,3380.0,2737.0,50663.0,57943.0,4566.0,13698.0,1986.0,527.0,10500.0,415.0
"Integrate software or hardware components, using computer, microprocessor, or control architecture.",integrate software or hardware components using computer microprocessor or control architecture,Operate computer systems.,Operate computer systems or computerized equipment.,Working with Computers,Electrical and Electronic Engineering Technicians,electrical and electronic engineering technicians,17-3023.00,Electrical and Electronic Engineering Technologists and Technicians,17-3023,17-3023.00,"Engineering Technologists and Technicians, Except Drafters","Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.766500000000001,True,0.8580303846153845,3.43,74.19,0.1780417317424152,0.4,E2,E1,78190.0,74500.0,92760.0,77960.0,69960.0,86090.0,77440.0,81390.0,67360.0,97620.0,73190.0,78070.0,96200.0,77170.0,85510.0,70540.0,74840.0,70310.0,64120.0,82990.0,83440.0,95830.0,77710.0,74800.0,78280.0,81180.0,72120.0,82050.0,65490.0,88160.0,74560.0,85510.0,96070.0,77040.0,76040.0,80930.0,63300.0,80880.0,77990.0,76070.0,98600.0,73450.0,58340.0,63750.0,74050.0,72670.0,74760.0,79540.0,93930.0,85440.0,71880.0,99840.0,75360.0,44590.0,78190.0,95130.0,1620.0,230.0,2260.0,310.0,13450.0,1410.0,1190.0,130.0,240.0,4710.0,1630.0,460.0,650.0,1980.0,1800.0,880.0,770.0,1060.0,1000.0,270.0,2170.0,4030.0,2350.0,1540.0,650.0,1390.0,140.0,710.0,1140.0,590.0,2250.0,1000.0,4390.0,2490.0,120.0,3260.0,1170.0,1920.0,3470.0,290.0,2060.0,200.0,1820.0,8960.0,1420.0,300.0,4670.0,2540.0,300.0,1520.0,200.0,50.0,660.0,20.0
"Interact with clients to assist them in gaining insight, defining goals, and planning action to achieve effective personal, social, educational, or vocational development and adjustment.",interact with clients to assist them in gaining insight defining goals and planning action to achieve effective personal social educational or vocational development and adjustment,Counsel clients on mental health or personal achievement.,Counsel others about personal matters.,Providing Consultation and Advice to Others,"Clinical, Counseling, and School Psychologists",clinical counseling and school psychologists,19-3031.00,Clinical and Counseling Psychologists,19-3033,19-3033.00,Psychologists,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.1017641378655311,3.795678302007417,False,2.2992492307692305,4.42,100.0,0.1822439382352941,0.1,E0,E0,100580.0,90800.0,124270.0,119010.0,77520.0,116000.0,113290.0,100580.0,113050.0,107000.0,85610.0,96060.0,117860.0,97790.0,83750.0,84990.0,91690.0,76690.0,99140.0,71330.0,100580.0,100580.0,115180.0,84730.0,107030.0,76000.0,99410.0,68160.0,94540.0,102650.0,64270.0,127090.0,124800.0,114400.0,92130.0,116130.0,101190.0,79950.0,134350.0,91870.0,107490.0,92700.0,80130.0,76820.0,83660.0,99170.0,83270.0,86520.0,115240.0,77040.0,113360.0,89890.0,100580.0,67660.0,100580.0,75990.0,260.0,40.0,730.0,370.0,12840.0,1170.0,660.0,280.0,220.0,3040.0,1120.0,250.0,300.0,5810.0,1850.0,440.0,400.0,710.0,320.0,311.0,2140.0,2860.0,2170.0,1290.0,210.0,840.0,150.0,770.0,680.0,330.0,2700.0,423.0,8420.0,2770.0,170.0,2080.0,950.0,540.0,3140.0,420.0,1119.0,120.0,1180.0,3640.0,1020.0,190.0,2140.0,1270.0,920.0,1150.0,50.0,32.0,330.0,16.0
Interpret administrative and operating policies and procedures for employees.,interpret administrative and operating policies and procedures for employees,"Explain regulations, policies, or procedures.","Explain regulations, policies, or procedures.",Interpreting the Meaning of Information for Others,Executive Secretaries and Executive Administrative Assistants,executive secretaries and executive administrative assistants,43-6011.00,Executive Secretaries and Executive Administrative Assistants,43-6011,43-6011.00,Secretaries and Administrative Assistants,Secretaries and Administrative Assistants,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.1428,False,0.9834669230769232,3.8,45.55,0.1088192323391558,0.2,E1,E1,76590.0,69450.0,66210.0,70770.0,51600.0,89000.0,65850.0,82520.0,78920.0,90850.0,64710.0,68290.0,80710.0,60200.0,74390.0,59080.0,62340.0,64860.0,62410.0,53240.0,64100.0,78540.0,82650.0,66840.0,78470.0,55670.0,60320.0,59750.0,66210.0,67830.0,71650.0,89520.0,73890.0,80640.0,70140.0,61270.0,69600.0,59910.0,75480.0,75270.0,77820.0,60890.0,55170.0,68190.0,71990.0,61130.0,70770.0,80330.0,79250.0,63820.0,68920.0,52210.0,43930.0,37120.0,56720.0,459910.0,2880.0,1320.0,6490.0,2070.0,59640.0,10340.0,6490.0,1320.0,4560.0,19220.0,14560.0,1440.0,1180.0,14900.0,5060.0,4150.0,2750.0,2700.0,9270.0,2320.0,13960.0,14820.0,9030.0,7970.0,1240.0,8500.0,550.0,1860.0,2670.0,1210.0,11690.0,2800.0,88890.0,8890.0,540.0,10940.0,2810.0,6000.0,12910.0,950.0,3880.0,1230.0,5360.0,34520.0,5440.0,770.0,10360.0,11560.0,860.0,4480.0,560.0,80.0,7100.0,170.0
Interpret and communicate work procedures and company policies to staff.,interpret and communicate work procedures and company policies to staff,"Explain regulations, policies, or procedures.","Explain regulations, policies, or procedures.",Interpreting the Meaning of Information for Others,First-Line Supervisors of Office and Administrative Support Workers,firstline supervisors of office and administrative support workers,43-1011.00,First-Line Supervisors of Office and Administrative Support Workers,43-1011,43-1011.00,First-Line Supervisors of Office and Administrative Support Workers,Supervisors of Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.195121951219512,False,0.7494957692307692,4.03,90.76,0.0571709837358597,0.1,E1,E1,69500.0,60360.0,69840.0,64250.0,58100.0,77590.0,76600.0,78200.0,75220.0,79200.0,64360.0,64620.0,63080.0,61390.0,69010.0,69490.0,64400.0,64000.0,63180.0,57180.0,67530.0,74140.0,76770.0,64720.0,76440.0,58380.0,63050.0,62550.0,61980.0,63090.0,73250.0,76640.0,62640.0,79170.0,62340.0,68720.0,64220.0,60870.0,74300.0,65270.0,76030.0,62920.0,62530.0,66390.0,64940.0,66900.0,68790.0,67170.0,79480.0,53660.0,70560.0,63050.0,44980.0,42840.0,55630.0,1436680.0,20140.0,5690.0,31930.0,13630.0,149230.0,26100.0,24420.0,5480.0,4080.0,93850.0,42630.0,10090.0,8360.0,42400.0,21780.0,10190.0,12010.0,19670.0,20810.0,6000.0,27860.0,34520.0,30690.0,21690.0,13680.0,22360.0,4030.0,9930.0,14380.0,7600.0,55210.0,8330.0,83110.0,35830.0,1830.0,45070.0,19860.0,12200.0,56600.0,5090.0,26710.0,1750.0,49870.0,160600.0,18890.0,1710.0,35160.0,31790.0,6900.0,22950.0,1980.0,990.0,16400.0,510.0
"Interpret and explain human resources policies, procedures, laws, standards, or regulations.",interpret and explain human resources policies procedures laws standards or regulations,"Explain regulations, policies, or procedures.","Explain regulations, policies, or procedures.",Interpreting the Meaning of Information for Others,Human Resources Specialists,human resources specialists,13-1071.00,Human Resources Specialists,13-1071,13-1071.00,Human Resources Workers,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,3.616123811450536,False,1.3748207692307692,4.66,91.11,0.2317826109540236,0.2389715597088939,E1,E1,75940.0,64940.0,76990.0,71390.0,55010.0,83500.0,80840.0,82890.0,77700.0,110970.0,66410.0,70570.0,73750.0,64990.0,76820.0,65600.0,66710.0,70870.0,69010.0,61300.0,71630.0,83910.0,85630.0,69520.0,78760.0,60300.0,66990.0,63790.0,61930.0,71610.0,70840.0,80690.0,68050.0,84380.0,73070.0,75630.0,70180.0,61630.0,78060.0,70450.0,77560.0,65370.0,67590.0,67370.0,68920.0,71750.0,77800.0,82090.0,84550.0,66860.0,70540.0,66970.0,59900.0,40900.0,60210.0,912430.0,11080.0,1420.0,20230.0,6230.0,104000.0,19450.0,9010.0,2720.0,6910.0,62729.99999999999,32110.0,2570.0,3930.0,35430.0,17110.0,7930.0,7560.0,10900.0,7240.0,3020.0,15530.0,27300.0,25520.0,17240.0,4850.0,17650.0,2340.0,7219.999999999999,6520.0,4270.0,21690.0,4090.000000000001,54610.0,31140.0,1710.0,33500.0,9370.0,10620.0,36960.0,3320.0,13720.0,1340.0,21460.0,84930.0,9900.0,1270.0,28540.0,22770.0,3130.0,17360.0,1000.0,380.0,4270.0,120.0
"Interpret and explain information such as eligibility requirements, application details, payment methods, and applicants' legal rights.",interpret and explain information such as eligibility requirements application details payment methods and applicants legal rights,"Explain regulations, policies, or procedures.","Explain regulations, policies, or procedures.",Interpreting the Meaning of Information for Others,"Eligibility Interviewers, Government Programs",eligibility interviewers government programs,43-4061.00,"Eligibility Interviewers, Government Programs",43-4061,43-4061.00,"Eligibility Interviewers, Government Programs",Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.092544987146529,False,2.803901923076923,4.45,96.01,0.2269746387434063,0.1,E1,E1,54210.0,54040.0,61840.0,41690.0,45340.0,63520.0,58750.0,71940.0,42900.0,74080.0,37230.0,44620.0,54970.0,52670.0,61840.0,40160.0,61340.0,49650.0,52020.0,48260.0,50860.0,57160.0,64750.0,66830.0,62820.0,36840.0,42850.0,59180.0,50320.0,55160.0,57300.0,51380.0,53000.0,53430.0,47350.0,51810.0,50070.0,49090.0,55660.0,59070.0,64560.0,38670.0,52350.0,49230.0,46860.0,52790.0,58530.0,50960.0,66330.0,44150.0,51480.0,54210.0,39970.0,44950.0,38060.0,154800.0,2720.0,400.0,3440.0,610.0,30960.0,3140.0,1250.0,120.0,640.0,5880.0,6120.0,610.0,240.0,1740.0,3000.0,1040.0,810.0,1710.0,740.0,620.0,3710.0,1700.0,5060.0,2910.0,1760.0,4130.0,550.0,220.0,1534.0,240.0,920.0,790.0,10220.0,7740.0,410.0,4300.0,520.0,1740.0,10280.0,570.0,1750.0,470.0,4060.0,12020.0,1960.0,310.0,4290.0,3880.0,250.0,1610.0,278.0,50.0,3660.0,70.0
"Interpret and explain laws and regulations to travelers, prospective immigrants, shippers, and manufacturers.",interpret and explain laws and regulations to travelers prospective immigrants shippers and manufacturers,Inform others about laws or regulations.,"Explain regulations, policies, or procedures.",Interpreting the Meaning of Information for Others,Immigration and Customs Inspectors,immigration and customs inspectors,33-3021.05,Customs and Border Protection Officers,33-3051,33-3051.04,Police Officers,Law Enforcement Workers,Protective Service Occupations,2026-05-31,0.0113071264295034,4.573579109062981,False,3.031967307692308,4.44,97.08,0.4939953452386736,0.2,E2,E1,76210.0,51270.0,99130.0,78880.0,47670.0,118880.0,97350.0,82170.0,92970.0,88650.0,74470.0,58120.0,83820.0,66990.0,100520.0,73370.0,74470.0,59230.0,60490.0,48380.0,67050.0,77970.0,78940.0,73730.0,83360.0,46140.0,59460.0,70050.0,74620.0,78140.0,71640.0,92610.0,69180.0,92790.0,59300.0,74500.0,77020.0,59700.0,88140.0,85470.0,77230.0,58070.0,60740.0,59280.0,75900.0,77310.0,68910.0,65870.0,102080.0,56960.0,78090.0,66140.0,62130.0,45510.0,76210.0,531684.0,18571.0,1998.0,19046.0,9055.0,104573.0,15240.0,10308.0,2855.0,7485.0,69192.0,35159.0,3838.0,4456.0,46276.0,20585.0,8136.0,9721.0,12513.0,19665.0,3362.0,15415.0,27023.0,26564.0,14527.0,12798.0,21520.0,3426.0,5535.0,9071.0,3901.0,34541.0,7263.0,84797.0,35476.0,2585.0,37157.0,15320.0,7977.0,42042.0,3077.0,20505.0,3172.0,24787.0,100069.0,8722.0,1618.0,31670.0,14527.0,4599.0,19538.0,2078.0,856.0,18460.0,109.0
"Interpret and explain policies, rules, regulations, or laws to organizations, government or corporate officials, or individuals.",interpret and explain policies rules regulations or laws to organizations government or corporate officials or individuals,Communicate organizational policies and procedures.,"Explain regulations, policies, or procedures.",Interpreting the Meaning of Information for Others,Chief Executives,chief executives,11-1011.00,Chief Executives,11-1011,11-1011.00,Chief Executives,Top Executives,Management Occupations,2026-05-31,0.0113071264295034,3.957233544938189,False,0.7389096153846154,4.09,96.73,0.219930584826895,0.3875387476993781,E1,E2,213990.0,166420.0,166710.0,213990.0,119990.0,218600.0,213370.0,295120.0,199990.0,213990.0,213990.0,208180.0,281640.0,177210.0,331920.0,254180.0,211190.0,158100.0,179530.0,213990.0,138770.0,248660.0,213990.0,255560.0,195670.0,139250.0,172320.0,182340.0,214680.0,149770.0,168590.0,310440.0,123500.0,257980.0,314290.0,164560.0,176440.0,163790.0,341630.0,232560.0,235360.0,168840.0,280900.0,198830.0,257850.0,171880.0,175070.0,310740.0,339810.0,151950.0,208350.0,147940.0,213990.0,97510.0,104010.0,166363.0,1319.0,1042.0,3442.0,5780.0,56499.0,3055.0,2703.0,635.0,746.0,10554.0,6643.0,765.0,4754.0,7522.0,2963.0,4966.0,3191.0,3370.0,2056.0,2573.0,5178.0,10730.0,8060.0,10974.0,505.0,4152.0,1091.0,4087.0,2231.0,726.0,3957.0,163.0,13726.0,3142.0,619.0,7278.0,3891.0,1482.0,14410.0,460.0,2833.0,830.0,7653.0,14296.0,5113.0,586.0,7929.0,5161.0,2768.0,3126.0,98.0,70.0,4380.0,212.0
Interpret clinical or diagnostic test results.,interpret clinical or diagnostic test results,Analyze test data or images to inform diagnosis or treatment.,Analyze health or medical data.,Analyzing Data or Information,Orthoptists,orthoptists,29-1199.05,Orthoptists,29-1299,29-1299.02,Miscellaneous Healthcare Diagnosing or Treating Practitioners,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0226142528590069,4.866412978169437,False,5.4818,4.7,96.43,0.4470309935309453,0.1,E2,E2,115210.0,115210.0,110220.0,95780.0,81330.0,125550.0,101570.0,119970.0,115210.0,151990.0,99260.0,126300.0,119520.0,115210.0,95080.0,83780.0,89480.0,86550.0,88610.0,115210.0,112010.0,164670.0,106060.0,92410.0,99400.0,115210.0,112260.0,122930.0,86260.0,85590.0,82550.0,100900.0,94660.0,127360.0,117210.0,101240.0,101710.0,115210.0,95600.0,103150.0,81280.0,115210.0,83780.0,90750.0,105370.0,119430.0,83740.0,87530.0,103380.0,115210.0,104330.0,101280.0,115210.0,83350.0,115210.0,9170.0,124.0,45.0,190.0,128.0,1025.0,416.0,263.0,28.0,314.0,544.0,2005.0,58.0,50.0,711.0,154.0,186.0,70.0,77.0,113.0,102.0,3741.0,384.0,391.0,186.0,115.0,269.0,70.0,58.0,154.0,147.0,301.0,90.0,480.0,512.0,90.0,564.0,83.0,231.0,557.0,29.0,135.0,38.0,192.0,801.0,199.0,45.0,241.0,384.0,115.0,186.0,26.0,4.0,70.0,2.0
"Interpret data from traffic modeling software, geographic information systems, or associated databases.",interpret data from traffic modeling software geographic information systems or associated databases,Interpret research or operational data.,Analyze data to improve operations.,Analyzing Data or Information,Transportation Planners,transportation planners,19-3099.01,Transportation Planners,19-3099,19-3099.01,Miscellaneous Social Scientists and Related Workers,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,5.0,False,0.5684615384615385,4.05,100.0,0.0866746031746031,0.2,E2,E2,101110.0,95370.0,101110.0,99320.0,76400.0,97900.0,105390.0,101110.0,92330.0,128440.0,83460.0,91210.0,92520.0,88610.0,99050.0,89440.0,91560.0,85160.0,78850.0,91170.0,73920.0,131810.0,105640.0,84260.0,103330.0,85550.0,80850.0,82380.0,104420.0,95620.0,86530.0,101260.0,91170.0,104770.0,81420.0,76400.0,98630.0,88610.0,95900.0,97640.0,89960.0,83780.0,86260.0,80860.0,101800.0,91560.0,79450.0,140670.0,102920.0,94520.0,88830.0,88610.0,101110.0,76400.0,101110.0,37100.0,320.0,77.0,600.0,250.0,2970.0,790.0,300.0,100.0,2480.0,1740.0,1510.0,430.0,70.0,730.0,759.0,150.0,310.0,350.0,560.0,40.0,2600.0,820.0,660.0,1000.0,170.0,330.0,170.0,120.0,180.0,130.0,350.0,170.0,3410.0,1770.0,120.0,1520.0,220.0,350.0,620.0,110.0,300.0,70.0,320.0,2260.0,180.0,110.0,3380.0,1160.0,190.0,260.0,40.0,16.0,150.0,8.0
"Interpret data on price, yield, stability, future investment-risk trends, economic influences, and other factors affecting investment programs.",interpret data on price yield stability future investmentrisk trends economic influences and other factors affecting investment programs,Assess risks to business operations.,Analyze business or financial risks.,Analyzing Data or Information,Financial Analysts,financial analysts,13-2051.00,Financial and Investment Analysts,13-2051,13-2051.00,Financial Analysts and Advisors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.1187248275097863,4.90906362545018,False,0.5516960817307691,4.12625,94.03625,0.4685739767988279,1.704928665866024,E2,E2,110326.8,86329.2,93467.6,98355.2,73310.0,119510.0,112404.0,111834.8,121372.8,102374.0,97303.2,100018.0,92154.4,88370.8,102802.4,90854.8,99291.2,84823.6,78009.6,66715.2,115724.0,109085.2,121107.2,99850.4,104253.6,88170.4,99564.0,100089.6,89979.2,92051.6,121936.0,119327.2,87437.6,132558.0,117808.0,76329.2,96552.4,82500.0,114864.8,94121.6,102588.4,96712.0,88651.2,91929.2,101547.2,84298.0,104933.136,116420.4,115498.8,82196.4,96740.0,151969.2,110326.8,61627.2,90965.136,206952.4,1730.4,117.2,3735.2,745.2,24767.2,4405.200000000001,1419.84,1702.4,1870.8,13432.4,5828.0,334.8,466.8,11368.0,1964.0,1235.6,975.6,1440.8000000000002,966.4,781.24,3035.6,7848.0,4150.0,4194.8,465.2,2682.8,237.2,779.92,1174.8,434.4,6417.6,540.0,31413.6,7764.799999999999,190.8,5782.0,915.6,1577.2,7621.2,1093.1999999999998,2019.2,461.2,2637.6,16319.2,2492.4,319.43999999999994,5917.2,4701.6,218.0,2923.6,179.6,88.0,851.6,41.04
"Interpret data on price, yield, stability, future investment-risk trends, economic influences, and other factors affecting investment programs.",interpret data on price yield stability future investmentrisk trends economic influences and other factors affecting investment programs,Analyze business or financial data.,Analyze business or financial data.,Analyzing Data or Information,Financial Analysts,financial analysts,13-2051.00,Financial and Investment Analysts,13-2051,13-2051.00,Financial Analysts and Advisors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.1187248275097863,4.90906362545018,False,0.5516960817307691,4.12625,94.03625,0.4685739767988279,1.704928665866024,E2,E2,110326.8,86329.2,93467.6,98355.2,73310.0,119510.0,112404.0,111834.8,121372.8,102374.0,97303.2,100018.0,92154.4,88370.8,102802.4,90854.8,99291.2,84823.6,78009.6,66715.2,115724.0,109085.2,121107.2,99850.4,104253.6,88170.4,99564.0,100089.6,89979.2,92051.6,121936.0,119327.2,87437.6,132558.0,117808.0,76329.2,96552.4,82500.0,114864.8,94121.6,102588.4,96712.0,88651.2,91929.2,101547.2,84298.0,104933.136,116420.4,115498.8,82196.4,96740.0,151969.2,110326.8,61627.2,90965.136,206952.4,1730.4,117.2,3735.2,745.2,24767.2,4405.200000000001,1419.84,1702.4,1870.8,13432.4,5828.0,334.8,466.8,11368.0,1964.0,1235.6,975.6,1440.8000000000002,966.4,781.24,3035.6,7848.0,4150.0,4194.8,465.2,2682.8,237.2,779.92,1174.8,434.4,6417.6,540.0,31413.6,7764.799999999999,190.8,5782.0,915.6,1577.2,7621.2,1093.1999999999998,2019.2,461.2,2637.6,16319.2,2492.4,319.43999999999994,5917.2,4701.6,218.0,2923.6,179.6,88.0,851.6,41.04
"Interpret data on price, yield, stability, future investment-risk trends, economic influences, and other factors affecting investment programs.",interpret data on price yield stability future investmentrisk trends economic influences and other factors affecting investment programs,Assess risks to business operations.,Analyze business or financial risks.,Analyzing Data or Information,Financial Analysts,financial analysts,13-2051.00,Financial Risk Specialists,13-2054,13-2054.00,Financial Analysts and Advisors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.1187248275097863,4.90906362545018,False,0.5516960817307691,4.12625,94.03625,0.3674778956548213,1.704928665866024,E2,E2,110326.8,86329.2,93467.6,98355.2,73310.0,119510.0,112404.0,111834.8,121372.8,102374.0,97303.2,100018.0,92154.4,88370.8,102802.4,90854.8,99291.2,84823.6,78009.6,66715.2,115724.0,109085.2,121107.2,99850.4,104253.6,88170.4,99564.0,100089.6,89979.2,92051.6,121936.0,119327.2,87437.6,132558.0,117808.0,76329.2,96552.4,82500.0,114864.8,94121.6,102588.4,96712.0,88651.2,91929.2,101547.2,84298.0,104933.136,116420.4,115498.8,82196.4,96740.0,151969.2,110326.8,61627.2,90965.136,206952.4,1730.4,117.2,3735.2,745.2,24767.2,4405.200000000001,1419.84,1702.4,1870.8,13432.4,5828.0,334.8,466.8,11368.0,1964.0,1235.6,975.6,1440.8000000000002,966.4,781.24,3035.6,7848.0,4150.0,4194.8,465.2,2682.8,237.2,779.92,1174.8,434.4,6417.6,540.0,31413.6,7764.799999999999,190.8,5782.0,915.6,1577.2,7621.2,1093.1999999999998,2019.2,461.2,2637.6,16319.2,2492.4,319.43999999999994,5917.2,4701.6,218.0,2923.6,179.6,88.0,851.6,41.04
"Interpret data on price, yield, stability, future investment-risk trends, economic influences, and other factors affecting investment programs.",interpret data on price yield stability future investmentrisk trends economic influences and other factors affecting investment programs,Analyze business or financial data.,Analyze business or financial data.,Analyzing Data or Information,Financial Analysts,financial analysts,13-2051.00,Financial Risk Specialists,13-2054,13-2054.00,Financial Analysts and Advisors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.1187248275097863,4.90906362545018,False,0.5516960817307691,4.12625,94.03625,0.3674778956548213,1.704928665866024,E2,E2,110326.8,86329.2,93467.6,98355.2,73310.0,119510.0,112404.0,111834.8,121372.8,102374.0,97303.2,100018.0,92154.4,88370.8,102802.4,90854.8,99291.2,84823.6,78009.6,66715.2,115724.0,109085.2,121107.2,99850.4,104253.6,88170.4,99564.0,100089.6,89979.2,92051.6,121936.0,119327.2,87437.6,132558.0,117808.0,76329.2,96552.4,82500.0,114864.8,94121.6,102588.4,96712.0,88651.2,91929.2,101547.2,84298.0,104933.136,116420.4,115498.8,82196.4,96740.0,151969.2,110326.8,61627.2,90965.136,206952.4,1730.4,117.2,3735.2,745.2,24767.2,4405.200000000001,1419.84,1702.4,1870.8,13432.4,5828.0,334.8,466.8,11368.0,1964.0,1235.6,975.6,1440.8000000000002,966.4,781.24,3035.6,7848.0,4150.0,4194.8,465.2,2682.8,237.2,779.92,1174.8,434.4,6417.6,540.0,31413.6,7764.799999999999,190.8,5782.0,915.6,1577.2,7621.2,1093.1999999999998,2019.2,461.2,2637.6,16319.2,2492.4,319.43999999999994,5917.2,4701.6,218.0,2923.6,179.6,88.0,851.6,41.04
"Interpret data, reports, maps, photographs, or charts to predict long- or short-range weather conditions, using computer models and knowledge of climate theory, physics, and mathematics.",interpret data reports maps photographs or charts to predict long or shortrange weather conditions using computer models and knowledge of climate theory physics and mathematics,Interpret research or operational data.,Analyze data to improve operations.,Analyzing Data or Information,Atmospheric and Space Scientists,atmospheric and space scientists,19-2021.00,Atmospheric and Space Scientists,19-2021,19-2021.00,Atmospheric and Space Scientists,Physical Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.0226142528590069,4.9427,False,3.0346153846153845,4.4,100.0,0.7176818181818185,0.3,E2,E2,99070.0,81080.0,94380.0,115020.0,71940.0,124920.0,104670.0,85110.0,99070.0,103860.0,115960.0,96820.0,121010.0,119430.0,112280.0,103680.0,76850.0,109300.0,103240.0,97470.0,103710.0,128800.0,108050.0,103210.0,106270.0,99070.0,114230.0,108890.0,60540.0,109300.0,42820.0,120180.0,110070.0,117540.0,91560.0,91560.0,78580.0,76480.0,112260.0,75890.0,99070.0,82240.0,78900.0,96190.0,84990.0,96520.0,99070.0,83880.0,94400.0,80690.0,85870.0,99940.0,99070.0,63910.0,99070.0,10000.0,340.0,21.0,80.0,83.0,510.0,1150.0,50.0,31.0,70.0,270.0,170.0,70.0,50.0,110.0,80.0,100.0,80.0,100.0,70.0,50.0,750.0,232.0,150.0,50.0,74.0,160.0,70.0,160.0,120.0,130.0,60.0,60.0,370.0,170.0,40.0,160.0,420.0,100.0,160.0,32.0,150.0,130.0,230.0,720.0,170.0,19.0,350.0,190.0,40.0,280.0,40.0,4.0,40.0,2.0
"Interpret diagnostic or laboratory tests, such as electrocardiograms (EKGs) and renal functioning tests.",interpret diagnostic or laboratory tests such as electrocardiograms ekgs and renal functioning tests,Analyze test data or images to inform diagnosis or treatment.,Analyze health or medical data.,Analyzing Data or Information,Advanced Practice Psychiatric Nurses,advanced practice psychiatric nurses,29-1141.02,Advanced Practice Psychiatric Nurses,29-1141,29-1141.02,Registered Nurses,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.8708,False,1.5576615384615384,3.86,95.65,0.1156985102434987,0.1,E2,E2,97550.0,77080.0,109480.0,99500.0,78940.0,140270.0,100260.0,102740.0,99520.0,102540.0,84190.0,93550.0,136320.0,92460.0,95990.0,83500.0,78630.0,79320.0,81040.0,80230.0,86990.0,99790.0,104550.0,94300.0,101510.0,77090.0,81780.0,85280.0,84730.0,103670.0,99700.0,106500.0,94340.0,109440.0,84350.0,80730.0,82510.0,82920.0,129010.0,96430.0,100640.0,82360.0,78060.0,81500.0,95970.0,84600.0,97460.0,93600.0,124200.0,80130.0,95530.0,83760.0,97550.0,39880.0,84120.0,1062236.0,85394.0,11802.0,114954.0,46202.0,532639.0,85630.0,63032.0,22457.0,17978.0,361347.0,158641.0,20335.0,26527.0,218295.0,108401.0,54091.0,53116.0,79046.0,76956.0,25992.0,83147.0,138605.0,164927.0,110177.0,45667.0,119920.0,17208.0,38847.0,42540.0,24185.0,145645.0,28255.0,323427.0,174623.0,17821.0,225870.0,60141.0,62435.0,230254.0,15856.0,78181.0,23117.0,113461.0,426470.0,43090.0,11645.0,121774.0,108841.0,36820.0,106955.0,8376.0,1084.0,33425.0,739.0
Interpret diagnostic test results for deviations from normal.,interpret diagnostic test results for deviations from normal,Analyze test data or images to inform diagnosis or treatment.,Analyze health or medical data.,Analyzing Data or Information,Physician Assistants,physician assistants,29-1071.00,Physician Assistants,29-1071,29-1071.00,Physician Assistants,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0113071264295034,4.88421583459405,False,6.0646,4.92,100.0,0.5140299999999999,0.1,E2,E2,135880.0,104960.0,150700.0,134650.0,118430.0,165650.0,134540.0,139860.0,139350.0,135140.0,129620.0,115390.0,164050.0,133790.0,131950.0,132050.0,134770.0,125640.0,120760.0,128870.0,131170.0,137560.0,142410.0,131510.0,141190.0,105920.0,135130.0,141470.0,133040.0,134660.0,150960.0,165690.0,139920.0,160880.0,129360.0,133450.0,132090.0,136550.0,155780.0,127070.0,139930.0,122490.0,133200.0,118240.0,134550.0,134740.0,150490.0,135940.0,164360.0,128610.0,133950.0,136080.0,135880.0,135880.0,135880.0,162150.0,930.0,700.0,3750.0,850.0,13600.0,3270.0,3570.0,860.0,470.0,9310.0,5610.0,530.0,1320.0,3790.0,2110.0,1200.0,890.0,1360.0,1360.0,1030.0,2950.0,4470.0,6310.0,3660.0,320.0,2300.0,600.0,1330.0,1090.0,1060.0,4790.0,700.0,19140.0,7490.0,510.0,4900.0,1770.0,2250.0,9020.0,810.0,2250.0,680.0,2240.0,10110.0,1610.0,410.0,4340.0,3540.0,1080.0,3580.0,330.0,69.0,972.0,33.0
Interpret diagnostic test results to make appropriate differential diagnoses.,interpret diagnostic test results to make appropriate differential diagnoses,Analyze test data or images to inform diagnosis or treatment.,Analyze health or medical data.,Analyzing Data or Information,Allergists and Immunologists,allergists and immunologists,29-1069.01,Allergists and Immunologists,29-1229,29-1229.01,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.8236,False,4.9283600000000005,4.77,98.51,0.4127040430912734,0.1,E2,E2,265930.0,272610.0,355100.0,312490.0,136880.0,281590.0,298320.0,214990.0,297470.0,77430.0,262180.0,266880.0,339290.0,299340.0,132540.0,366190.0,295190.0,221540.0,327390.0,350920.0,419410.0,212080.0,236580.0,155480.0,367320.0,228130.0,227980.0,438850.0,290470.0,252120.0,361300.0,285010.0,327670.0,242500.0,260330.0,454550.0,297440.0,259220.0,347180.0,217310.0,228590.0,274480.0,265930.0,301290.0,269800.0,228060.0,343050.0,278530.0,307170.0,258020.0,391740.0,342800.0,265930.0,172230.0,265930.0,196600.0,9132.0,620.0,15603.0,9844.0,58581.0,4566.0,10785.0,3144.0,4497.0,53670.0,19688.0,4199.0,3901.0,47705.0,15511.0,3304.0,12001.0,7664.0,10876.0,3075.0,23726.0,18839.0,30174.0,12276.0,1462.0,9155.0,1331.0,2685.0,5507.0,2295.0,22326.0,4429.0,38090.0,32308.0,1698.0,48554.0,5782.0,9477.0,54611.0,2708.0,10349.0,459.0,12253.0,70490.0,8054.0,1010.0,19458.0,14456.0,4543.0,14571.0,1010.0,83.0,2134.0,41.0
Interpret drilling and testing information for personnel.,interpret drilling and testing information for personnel,"Explain engineering drawings, specifications, or other technical information.",Explain technical details of products or services.,Interpreting the Meaning of Information for Others,Petroleum Engineers,petroleum engineers,17-2171.00,Petroleum Engineers,17-2171,17-2171.00,Petroleum Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.3333,False,0.3774961538461538,3.67,73.81,0.0720964209355696,0.3,E2,E2,144910.0,144910.0,206290.0,144910.0,144910.0,143590.0,172190.0,144910.0,144910.0,144910.0,144910.0,144910.0,144910.0,144910.0,144910.0,144910.0,144910.0,115640.0,144910.0,139640.0,144910.0,144910.0,144910.0,144910.0,144910.0,144910.0,144910.0,104060.0,100800.0,144910.0,144910.0,144910.0,99900.0,144910.0,144910.0,132120.0,99260.0,153020.0,144910.0,101880.0,144910.0,144910.0,144910.0,144910.0,164860.0,172840.0,144910.0,144910.0,134800.0,93360.0,144910.0,144910.0,144910.0,144910.0,144910.0,18060.0,50.0,280.0,374.0,150.0,1060.0,1390.0,196.0,56.0,81.0,40.0,564.0,72.0,99.0,704.0,369.0,180.0,110.0,231.0,710.0,74.0,319.0,420.0,580.0,40.0,134.0,339.0,59.0,150.0,179.0,79.0,494.0,260.0,1118.0,570.0,130.0,200.0,1450.0,227.0,600.0,58.0,266.0,53.0,70.0,9140.0,280.0,35.0,474.0,190.0,380.0,339.0,280.0,8.0,108.0,4.0
"Interpret engineering sketches, specifications, or drawings.",interpret engineering sketches specifications or drawings,"Explain engineering drawings, specifications, or other technical information.",Explain technical details of products or services.,Interpreting the Meaning of Information for Others,Mechanical Engineering Technicians,mechanical engineering technicians,17-3027.00,Mechanical Engineering Technologists and Technicians,17-3027,17-3027.00,"Engineering Technologists and Technicians, Except Drafters","Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0678427585770207,4.832781623031398,False,1.428723076923077,3.96,95.96,0.0936205785463592,0.1,E2,E2,74510.0,60350.0,74510.0,72090.0,74510.0,87390.0,77090.0,82660.0,77820.0,74510.0,59720.0,73870.0,74510.0,68310.0,77020.0,77220.0,71670.0,55390.0,77990.0,102800.0,76790.0,79180.0,62390.0,68170.0,63990.0,70570.0,92150.0,74510.0,80050.0,72950.0,66740.0,65180.0,97560.0,78210.0,62360.0,76440.0,78500.0,61480.0,80840.0,70820.0,81600.0,69580.0,53670.0,62270.0,76610.0,61870.0,74510.0,75650.0,79410.0,47660.0,67850.0,74510.0,74510.0,51860.0,74510.0,14245.0,315.0,55.0,575.0,119.0,2881.0,260.0,276.0,39.0,64.0,425.0,441.0,57.0,24.0,921.0,1181.0,394.0,323.0,409.0,213.0,173.0,504.0,1031.0,3881.0,315.0,173.0,630.0,46.0,197.0,331.0,449.0,205.0,252.0,897.0,937.0,71.0,1417.0,386.0,205.0,1275.0,24.0,1015.0,87.0,457.0,1685.0,708.0,28.0,527.0,701.0,157.0,708.0,25.0,6.0,55.0,3.0
Interpret exercise program participant data to evaluate progress or identify needed program changes.,interpret exercise program participant data to evaluate progress or identify needed program changes,Analyze quantitative data to determine effectiveness of treatments or therapies.,Analyze health or medical data.,Analyzing Data or Information,Exercise Physiologists,exercise physiologists,29-1128.00,Exercise Physiologists,29-1128,29-1128.00,Therapists,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.571500000000001,False,4.894390769230769,4.68,100.0,0.4106409359064093,0.1,E2,E2,59460.0,50820.0,59460.0,62350.0,48850.0,62440.0,63800.0,62510.0,57940.0,59460.0,60100.0,58170.0,59460.0,56750.0,60130.0,49740.0,56640.0,59090.0,51070.0,52450.0,59460.0,62220.0,65950.0,55080.0,67230.0,43060.0,52570.0,59460.0,59460.0,55240.0,63590.0,64680.0,59460.0,59940.0,52450.0,50430.0,51660.0,49190.0,71630.0,48040.0,59460.0,46550.0,51630.0,53570.0,56780.0,43850.0,59460.0,52400.0,81310.0,50270.0,63210.0,62070.0,59460.0,59460.0,59460.0,8560.0,70.0,18.0,220.0,40.0,640.0,370.0,100.0,90.0,38.0,330.0,210.0,34.0,40.0,300.0,310.0,50.0,60.0,60.0,40.0,35.0,90.0,180.0,570.0,250.0,30.0,160.0,28.0,56.0,85.0,50.0,130.0,48.0,360.0,370.0,50.0,340.0,80.0,80.0,640.0,27.0,230.0,30.0,140.0,520.0,220.0,17.0,240.0,160.0,60.0,340.0,15.0,4.0,51.0,2.0
Interpret government regulations and applicable codes to ensure compliance.,interpret government regulations and applicable codes to ensure compliance,Evaluate applicable laws and regulations to determine impact on organizational activities.,Assess characteristics or impacts of regulations or policies.,Analyzing Data or Information,Business Continuity Planners,business continuity planners,13-1199.04,Business Continuity Planners,13-1199,13-1199.04,Miscellaneous Business Operations Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0452285057180138,4.801463952672215,False,0.0549346153846153,3.7,95.45,0.0051826345714437,0.2,E1,E2,83050.0,100240.0,94740.0,83280.0,61240.0,87570.0,92520.0,85530.0,95040.0,108160.0,79650.0,78410.0,92620.0,76400.0,82070.0,79030.0,80470.0,83350.0,74690.0,63220.0,78830.0,101500.0,93270.0,81810.0,77820.0,76980.0,80420.0,74990.0,77980.0,67330.0,83740.0,91060.0,79100.0,83450.0,80230.0,80500.0,79350.0,93640.0,77170.0,80590.0,88130.0,79110.0,85340.0,78690.0,80820.0,80190.0,71710.0,85200.0,100360.0,69240.0,67370.0,74060.0,88610.0,46700.0,65170.0,209360.0,5385.0,1556.0,9406.0,6317.0,119404.0,35182.0,4337.0,1233.0,29112.0,51020.0,51960.0,4030.0,2111.0,25375.0,4846.0,7626.0,7557.0,4522.0,13104.0,3259.0,30675.0,13797.0,16131.0,12641.0,3182.0,15769.999999999998,3667.0,1957.0,7041.0,1479.0,26354.0,6509.0,22178.0,31723.0,1394.0,24412.0,4391.0,11494.0,20992.0,1726.0,6864.0,724.0,9082.0,80324.0,2321.0,1880.0,34789.0,39789.0,3135.0,9406.0,1364.0,362.0,7210.0,285.0
Interpret indicators to ascertain the overall health of an environment.,interpret indicators to ascertain the overall health of an environment,Interpret research or operational data.,Analyze data to improve operations.,Analyzing Data or Information,Environmental Economists,environmental economists,19-3011.01,Environmental Economists,19-3011,19-3011.01,Economists,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0113071264295034,4.929863567458312,False,0.0177623076923076,2.36,81.48,0.000638450098642,0.1,E2,E2,124720.0,129960.0,111040.0,79610.0,91560.0,119410.0,121410.0,101400.0,159120.0,167590.0,102430.0,122570.0,83050.0,131270.0,124720.0,80750.0,96310.0,138790.0,71400.0,73050.0,91480.0,144680.0,106380.0,106350.0,105120.0,124720.0,117010.0,89340.0,75880.0,91340.0,86130.0,167550.0,124720.0,136660.0,136150.0,124720.0,120000.0,89980.0,122120.0,115000.0,124720.0,124720.0,124720.0,117650.0,121420.0,124720.0,124720.0,137590.0,109300.0,124720.0,84000.0,124720.0,124720.0,70750.0,124720.0,6302.0,28.0,57.0,241.0,35.0,609.0,170.0,149.0,50.0,2125.0,354.0,184.0,35.0,92.0,246.0,57.0,50.0,57.0,71.0,99.0,50.0,801.0,730.0,227.0,354.0,47.0,198.0,64.0,64.0,50.0,35.0,198.0,85.0,645.0,205.0,17.0,99.0,57.0,227.0,397.0,20.0,93.0,18.0,57.0,397.0,35.0,12.0,673.0,319.0,28.0,198.0,11.0,3.0,71.0,1.0
Interpret information obtained from electrocardiograms (EKGs) or radiographs (x-rays).,interpret information obtained from electrocardiograms ekgs or radiographs xrays,Analyze test data or images to inform diagnosis or treatment.,Analyze health or medical data.,Analyzing Data or Information,Acute Care Nurses,acute care nurses,29-1141.01,Acute Care Nurses,29-1141,29-1141.01,Registered Nurses,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.961705129497127,False,2.021549230769231,4.53,90.48,0.1451402835339165,0.1,E2,E2,97550.0,77080.0,109480.0,99500.0,78940.0,140270.0,100260.0,102740.0,99520.0,102540.0,84190.0,93550.0,136320.0,92460.0,95990.0,83500.0,78630.0,79320.0,81040.0,80230.0,86990.0,99790.0,104550.0,94300.0,101510.0,77090.0,81780.0,85280.0,84730.0,103670.0,99700.0,106500.0,94340.0,109440.0,84350.0,80730.0,82510.0,82920.0,129010.0,96430.0,100640.0,82360.0,78060.0,81500.0,95970.0,84600.0,97460.0,93600.0,124200.0,80130.0,95530.0,83760.0,97550.0,39880.0,84120.0,509964.0,40997.0,5666.0,55188.0,22181.0,255713.0,41110.0,30261.0,10781.0,8631.0,173478.0,76162.0,9763.0,12735.0,104800.0,52042.0,25968.0,25500.0,37949.0,36945.0,12479.0,39918.0,66542.0,79179.0,52894.0,21924.0,57572.0,8261.0,18650.0,20423.0,11611.0,69922.0,13565.0,155273.0,83834.0,8555.0,108437.0,28873.0,29974.0,110542.0,7612.0,37534.0,11098.0,54471.0,204742.0,20687.0,5590.0,58462.0,52253.0,17677.0,51348.0,4021.0,521.0,16047.0,355.0
Interpret laboratory results and communicate findings to patients or physicians.,interpret laboratory results and communicate findings to patients or physicians,Explain medical procedures or test results to patients or family members.,Explain medical information to patients or family members.,Interpreting the Meaning of Information for Others,Genetic Counselors,genetic counselors,29-9092.00,Genetic Counselors,29-9092,29-9092.00,Miscellaneous Health Practitioners and Technical Workers,Other Healthcare Practitioners and Technical Occupations,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.66673555854087,False,2.40036,4.91,100.0,0.370496,0.2,E2,E2,100040.0,100040.0,100040.0,102730.0,100040.0,137650.0,106100.0,101640.0,106010.0,100380.0,102330.0,82750.0,100040.0,100040.0,95880.0,89640.0,100040.0,100040.0,99770.0,100040.0,100040.0,94050.0,97240.0,84970.0,102010.0,100040.0,83980.0,100040.0,100040.0,100040.0,100040.0,117750.0,100040.0,107450.0,93570.0,100040.0,100670.0,100040.0,100040.0,94930.0,100040.0,93600.0,100040.0,94380.0,99450.0,98430.0,100040.0,99960.0,102920.0,100040.0,92170.0,100040.0,100040.0,100040.0,100040.0,3740.0,51.0,8.0,50.0,31.0,440.0,40.0,50.0,40.0,40.0,100.0,117.0,15.0,20.0,90.0,40.0,37.0,34.0,50.0,46.0,15.0,50.0,200.0,80.0,160.0,28.0,40.0,12.0,24.0,37.0,16.0,240.0,21.0,240.0,80.0,10.0,120.0,41.0,47.0,230.0,12.0,40.0,11.0,340.0,336.0,50.0,7.0,100.0,100.0,17.0,110.0,7.0,2.0,22.0,1.0
Interpret laboratory results and communicate findings to patients or physicians.,interpret laboratory results and communicate findings to patients or physicians,Inform medical professionals regarding patient conditions and care.,Confer with healthcare or other professionals about patient care.,"Communicating with Supervisors, Peers, or Subordinates",Genetic Counselors,genetic counselors,29-9092.00,Genetic Counselors,29-9092,29-9092.00,Miscellaneous Health Practitioners and Technical Workers,Other Healthcare Practitioners and Technical Occupations,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.66673555854087,False,2.40036,4.91,100.0,0.370496,0.2,E2,E2,100040.0,100040.0,100040.0,102730.0,100040.0,137650.0,106100.0,101640.0,106010.0,100380.0,102330.0,82750.0,100040.0,100040.0,95880.0,89640.0,100040.0,100040.0,99770.0,100040.0,100040.0,94050.0,97240.0,84970.0,102010.0,100040.0,83980.0,100040.0,100040.0,100040.0,100040.0,117750.0,100040.0,107450.0,93570.0,100040.0,100670.0,100040.0,100040.0,94930.0,100040.0,93600.0,100040.0,94380.0,99450.0,98430.0,100040.0,99960.0,102920.0,100040.0,92170.0,100040.0,100040.0,100040.0,100040.0,3740.0,51.0,8.0,50.0,31.0,440.0,40.0,50.0,40.0,40.0,100.0,117.0,15.0,20.0,90.0,40.0,37.0,34.0,50.0,46.0,15.0,50.0,200.0,80.0,160.0,28.0,40.0,12.0,24.0,37.0,16.0,240.0,21.0,240.0,80.0,10.0,120.0,41.0,47.0,230.0,12.0,40.0,11.0,340.0,336.0,50.0,7.0,100.0,100.0,17.0,110.0,7.0,2.0,22.0,1.0
"Interpret laws, rulings and regulations for individuals and businesses.",interpret laws rulings and regulations for individuals and businesses,Provide legal advice to clients.,Advise others on legal or regulatory matters.,Providing Consultation and Advice to Others,Lawyers,lawyers,23-1011.00,Lawyers,23-1011,23-1011.00,Lawyers and Judicial Law Clerks,"Lawyers, Judges, and Related Workers",Legal Occupations,2026-05-31,0.0339213792885103,4.137771520514884,False,1.8124492307692308,4.54,97.95,0.1382278061641119,0.1,E2,E2,159670.0,131970.0,149940.0,134260.0,98880.0,195080.0,168520.0,163600.0,173510.0,195190.0,133180.0,134830.0,124990.0,103400.0,160800.0,126860.0,123550.0,106650.0,101550.0,104100.0,113120.0,139110.0,176680.0,130520.0,155140.0,91690.0,133450.0,103720.0,109170.0,150510.0,120810.0,161430.0,119680.0,207860.0,127710.0,106880.0,131020.0,103060.0,138210.0,157180.0,138960.0,120310.0,102040.0,136180.0,154200.0,132830.0,127310.0,167210.0,154130.0,102420.0,126760.0,100130.0,122930.0,159670.0,118440.0,754500.0,6730.0,1120.0,11640.0,3430.0,95770.0,16720.0,8420.0,2920.0,33070.0,55210.0,23930.0,2270.0,2490.0,33590.0,8970.0,3550.0,4190.0,5770.0,10200.0,2280.0,13810.0,23560.0,16620.0,12380.0,3100.0,11560.0,2380.0,3490.0,6490.0,2250.0,23160.0,3380.0,91870.0,17000.0,1050.0,19950.0,6980.0,7150.0,27170.0,1840.0,7890.0,1360.0,9010.0,56580.0,7020.0,1330.0,18580.0,12770.0,2440.0,9160.0,900.0,180.0,4020.0,150.0
"Interpret or evaluate test results in accordance with applicable codes, standards, specifications, or procedures.",interpret or evaluate test results in accordance with applicable codes standards specifications or procedures,Interpret design or operational test results.,Analyze performance of systems or equipment.,Analyzing Data or Information,Non-Destructive Testing Specialists,nondestructive testing specialists,17-3029.01,Non-Destructive Testing Specialists,17-3029,17-3029.01,"Engineering Technologists and Technicians, Except Drafters","Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.599878505619115,False,5.32736,4.77,100.0,0.4572322767723229,0.1,E2,E2,78350.0,74650.0,89810.0,59580.0,68060.0,80480.0,76110.0,74870.0,75780.0,78350.0,70500.0,68370.0,90040.0,65790.0,79800.0,88880.0,63120.0,61710.0,65660.0,58960.0,107060.0,99970.0,67450.0,73960.0,81290.0,79350.0,72320.0,65730.0,67200.0,93670.0,76720.0,87450.0,101750.0,65530.0,72070.0,80990.0,77590.0,81330.0,76960.0,68930.0,94570.0,80540.0,78350.0,58700.0,73860.0,79370.0,52770.0,98410.0,99720.0,81330.0,74940.0,79440.0,81330.0,43640.0,78350.0,59930.0,690.0,380.0,990.0,230.0,7330.0,1260.0,1300.0,186.0,470.0,2820.0,1890.0,410.0,260.0,940.0,480.0,380.0,920.0,380.0,2110.0,810.0,2630.0,990.0,1130.0,670.0,350.0,590.0,210.0,260.0,590.0,340.0,880.0,1390.0,2000.0,1530.0,100.0,1340.0,870.0,1010.0,1610.0,380.0,620.0,175.0,990.0,7110.0,920.0,130.0,3720.0,2310.0,450.0,480.0,130.0,100.0,80.0,12.0
Interpret regulatory rules or rule changes and ensure that they are communicated through corporate policies and procedures.,interpret regulatory rules or rule changes and ensure that they are communicated through corporate policies and procedures,"Explain regulations, policies, or procedures.","Explain regulations, policies, or procedures.",Interpreting the Meaning of Information for Others,Regulatory Affairs Specialists,regulatory affairs specialists,13-1041.07,Regulatory Affairs Specialists,13-1041,13-1041.07,Compliance Officers,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.869786978697869,False,0.5787953846153846,4.44,90.0,0.0828656413630506,0.2,E1,E2,80730.0,72990.0,76430.0,74920.0,64680.0,96980.0,82450.0,91810.0,91050.0,111030.0,74920.0,70200.0,82590.0,75450.0,80550.0,78770.0,75620.0,69740.0,69240.0,70290.0,83740.0,84720.0,102060.0,77390.0,85920.0,67450.0,67270.0,66660.0,73920.0,78290.0,82800.0,100000.0,67990.0,90080.0,78500.0,79440.0,75030.0,63000.0,82990.0,85580.0,87620.0,75460.0,72630.0,63960.0,75370.0,67370.0,90420.0,80380.0,88790.0,64270.0,78800.0,79890.0,71930.0,48950.0,67990.0,113754.0,6169.0,920.0,20341.0,5106.0,81627.0,12666.0,3610.0,3518.0,7168.0,48570.0,23549.0,2078.0,2717.0,17428.0,8379.0,5989.0,5826.0,7135.0,6497.0,2929.0,16528.0,21585.0,15907.0,10048.0,2815.0,11455.0,2422.0,5679.0,7200.0,2831.0,21781.0,3928.0,38457.0,18525.0,990.0,18394.0,6922.0,8771.0,32419.0,970.0,7790.0,1849.0,7990.0,70205.0,6153.0,3207.0,24858.0,18214.0,2815.0,9344.0,949.0,425.0,8952.0,230.0
Interpret results of financial analysis procedures.,interpret results of financial analysis procedures,Analyze business or financial data.,Analyze business or financial data.,Analyzing Data or Information,Financial Quantitative Analysts,financial quantitative analysts,13-2099.01,Financial Quantitative Analysts,13-2099,13-2099.01,Miscellaneous Financial Specialists,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.913,False,0.9940384615384616,4.1,100.0,0.2391721540178572,0.3,E2,E2,81100.0,87110.0,77070.0,81180.0,60600.0,80810.0,87430.0,81100.0,80610.0,125110.0,61660.0,77540.0,77190.0,79440.0,81180.0,92410.0,79390.0,51160.0,65690.0,59860.0,109060.0,101400.0,99970.0,75040.0,83280.0,73920.0,75800.0,76350.0,66290.0,61930.0,83590.0,98630.0,80610.0,107490.0,80900.0,78260.0,90060.0,76980.0,83080.0,78610.0,78990.0,76400.0,86260.0,69240.0,71650.0,76530.0,75270.0,92930.0,80930.0,86200.0,64420.0,75810.0,81100.0,39270.0,81100.0,96670.0,776.0,190.0,1332.0,541.0,20910.0,4030.0,1048.0,1946.0,3600.0,10184.0,5955.0,1229.0,307.0,8560.0,2824.0,1785.0,1668.0,1010.0,4375.0,1829.0,5546.0,2246.0,3834.0,1200.0,585.0,3965.0,395.0,702.0,1785.0,615.0,8063.0,1054.0,14267.0,6131.0,219.0,6102.0,920.0,900.0000000000001,4030.0,746.0,1361.0,132.0,3541.0,19827.0,4565.0,230.0,7419.0,4258.0,920.0,2370.0,146.0,41.0,980.0,20.0
Interpret test information to resolve design-related problems.,interpret test information to resolve designrelated problems,Interpret design or operational test results.,Analyze performance of systems or equipment.,Analyzing Data or Information,Electrical and Electronic Engineering Technicians,electrical and electronic engineering technicians,17-3023.00,Electrical and Electronic Engineering Technologists and Technicians,17-3023,17-3023.00,"Engineering Technologists and Technicians, Except Drafters","Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0113071264295034,4.796803883887934,False,0.8254573076923077,3.83,58.57,0.1294676607785432,0.3,E2,E1,78190.0,74500.0,92760.0,77960.0,69960.0,86090.0,77440.0,81390.0,67360.0,97620.0,73190.0,78070.0,96200.0,77170.0,85510.0,70540.0,74840.0,70310.0,64120.0,82990.0,83440.0,95830.0,77710.0,74800.0,78280.0,81180.0,72120.0,82050.0,65490.0,88160.0,74560.0,85510.0,96070.0,77040.0,76040.0,80930.0,63300.0,80880.0,77990.0,76070.0,98600.0,73450.0,58340.0,63750.0,74050.0,72670.0,74760.0,79540.0,93930.0,85440.0,71880.0,99840.0,75360.0,44590.0,78190.0,95130.0,1620.0,230.0,2260.0,310.0,13450.0,1410.0,1190.0,130.0,240.0,4710.0,1630.0,460.0,650.0,1980.0,1800.0,880.0,770.0,1060.0,1000.0,270.0,2170.0,4030.0,2350.0,1540.0,650.0,1390.0,140.0,710.0,1140.0,590.0,2250.0,1000.0,4390.0,2490.0,120.0,3260.0,1170.0,1920.0,3470.0,290.0,2060.0,200.0,1820.0,8960.0,1420.0,300.0,4670.0,2540.0,300.0,1520.0,200.0,50.0,660.0,20.0
"Interpret test results, compare them to established specifications and control limits, and make recommendations on appropriateness of data for release.",interpret test results compare them to established specifications and control limits and make recommendations on appropriateness of data for release,Interpret research or operational data.,Analyze data to improve operations.,Analyzing Data or Information,Quality Control Analysts,quality control analysts,19-4099.01,Quality Control Analysts,19-4099,19-4099.01,"Miscellaneous Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Occupations",2026-05-31,0.0226142528590069,4.824742268041238,False,2.891790769230769,4.35,94.5,0.2326132503123203,0.1,E2,E2,62280.0,59500.0,70700.0,58240.0,59310.0,78350.0,63760.0,66710.0,62280.0,79230.0,63180.0,69320.0,50880.0,50600.0,59410.0,48650.0,50480.0,65270.0,68230.0,53360.0,66730.0,68390.0,63820.0,59100.0,49410.0,59490.0,50410.0,52260.0,48640.0,54070.0,64250.0,55980.0,56420.0,63810.0,49200.0,69350.0,49210.0,86260.0,60810.0,57680.0,69630.0,58960.0,51630.0,62050.0,48960.0,59290.0,63460.0,67240.0,73530.0,59750.0,47210.0,64510.0,62280.0,35060.0,62280.0,21591.0,204.0,99.0,245.0,204.0,5895.0,1087.0,187.0,53.0,88.0,1069.0,1303.0,613.0,321.0,438.0,438.0,245.0,514.0,187.0,941.0,228.0,2051.0,666.0,608.0,789.0,193.0,1227.0,76.0,175.0,204.0,210.0,1250.0,105.0,4318.0,1350.0,105.0,596.0,269.0,987.0,1537.0,123.0,754.0,35.0,1256.0,5358.0,240.0,93.0,1583.0,573.0,134.0,625.0,129.0,9.0,415.0,5.0
"Interpret the results of neuroimaging studies, such as Magnetic Resonance Imaging (MRI), Single Photon Emission Computed Tomography (SPECT), and Positron Emission Tomography (PET) scans.",interpret the results of neuroimaging studies such as magnetic resonance imaging mri single photon emission computed tomography spect and positron emission tomography pet scans,Analyze test data or images to inform diagnosis or treatment.,Analyze health or medical data.,Analyzing Data or Information,Neurologists,neurologists,29-1069.04,Neurologists,29-1217,29-1217.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.883511648835117,False,2.303756923076924,4.4,98.1,0.1802047759241086,0.1,E2,E2,248560.0,248560.0,354760.0,409610.0,317880.0,357080.0,356250.0,320680.0,248560.0,332000.0,322750.0,248560.0,248560.0,248560.0,237080.0,220210.0,248560.0,248560.0,338850.0,248560.0,248560.0,302840.0,248560.0,248560.0,381670.0,248560.0,248560.0,248560.0,269270.0,248560.0,248560.0,222120.0,248560.0,155990.0,325550.0,248560.0,248560.0,248560.0,248560.0,248560.0,248560.0,352680.0,248560.0,229670.0,360640.0,248560.0,434730.0,248560.0,327140.0,63500.0,342520.0,248560.0,248560.0,248560.0,248560.0,10590.0,143.0,100.0,80.0,70.0,1090.0,120.0,120.0,33.0,50.0,520.0,120.0,42.0,58.0,240.0,360.0,105.0,60.0,230.0,131.0,50.0,187.0,246.0,120.0,310.0,79.0,199.0,35.0,80.0,105.0,46.0,140.0,59.0,2810.0,180.0,29.0,940.0,116.0,133.0,30.0,34.0,40.0,31.0,220.0,660.0,100.0,40.0,278.0,180.0,60.0,130.0,19.0,5.0,64.0,2.0
Interview clients by telephone or in person to gather financial information.,interview clients by telephone or in person to gather financial information,Interview clients to gather financial information.,Interview people to obtain information.,Getting Information,Credit Counselors,credit counselors,13-2071.00,Credit Counselors,13-2071,13-2071.00,Credit Counselors and Loan Officers,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.613654804682972,False,4.455498461538461,4.54,100.0,0.3818539727988547,0.1,E2,E2,52230.0,48120.0,52230.0,51480.0,45060.0,67120.0,57130.0,54710.0,52840.0,63580.0,46300.0,64080.0,52230.0,51130.0,51930.0,48180.0,48130.0,52230.0,48150.0,47250.0,55490.0,60450.0,63240.0,52160.0,62160.0,45990.0,30580.0,52230.0,62510.0,55480.0,58830.0,57180.0,50390.0,63030.0,46180.0,52220.0,51160.0,46950.0,59150.0,58330.0,58480.0,53190.0,48890.0,38730.0,48220.0,51330.0,52230.0,51550.0,62360.0,45860.0,52140.0,42580.0,52230.0,50010.0,52230.0,27770.0,375.0,58.0,980.0,50.0,2160.0,360.0,100.0,40.0,110.0,2410.0,460.0,111.0,90.0,1170.0,740.0,440.0,255.0,220.0,130.0,170.0,350.0,770.0,1260.0,580.0,210.0,521.0,91.0,260.0,170.0,170.0,530.0,200.0,2020.0,320.0,30.0,890.0,230.0,280.0,1110.0,130.0,250.0,81.0,950.0,3950.0,190.0,54.0,760.0,560.0,150.0,770.0,40.0,12.0,167.0,6.0
"Interview clients individually, in families, or in groups, assessing their situations, capabilities, and problems to determine what services are required to meet their needs.",interview clients individually in families or in groups assessing their situations capabilities and problems to determine what services are required to meet their needs,"Interview clients to gather information about their backgrounds, needs, or progress.",Interview people to obtain information.,Getting Information,"Child, Family, and School Social Workers",child family and school social workers,21-1021.00,"Child, Family, and School Social Workers",21-1021,21-1021.00,Social Workers,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0030529241359659,4.333333333333334,False,1.2023015384615383,4.48,87.42,0.4510377648031381,0.5,E0,E0,59550.0,46660.0,62630.0,50150.0,43330.0,65200.0,63720.0,78970.0,48520.0,73550.0,56550.0,47510.0,68270.0,59840.0,63220.0,50470.0,52250.0,54300.0,59100.0,56800.0,63290.0,76390.0,75570.0,59270.0,67450.0,46530.0,48520.0,56780.0,47770.0,61080.0,71010.0,76280.0,56160.0,65100.0,59610.0,64560.0,51520.0,43950.0,64130.0,50820.0,69870.0,51800.0,51100.0,56310.0,55680.0,52000.0,67340.0,61330.0,74480.0,52220.0,59280.0,56420.0,54910.0,43620.0,50810.0,392550.0,4220.0,1260.0,7560.0,1150.0,60310.0,8200.0,5230.0,910.0,2430.0,14000.0,7110.0,1170.0,810.0,19860.0,6690.0,3410.0,3190.0,8470.0,1110.0,2000.0,4710.0,10900.0,15760.0,6540.0,3310.0,9620.0,1250.0,4830.0,4030.0,1700.0,7360.0,2990.0,30170.0,13010.0,870.0,16050.0,6500.0,6630.0,16200.0,2450.0,5520.0,2050.0,7870.0,21670.0,1930.0,640.0,9410.0,10720.0,2380.0,5710.0,710.0,80.0,3370.0,30.0
"Interview clients to determine clients' assets, liabilities, cash flow, insurance coverage, tax status, or financial objectives.",interview clients to determine clients assets liabilities cash flow insurance coverage tax status or financial objectives,Gather customer or product information to determine customer needs.,Collect data about consumer needs or opinions.,Getting Information,"Securities, Commodities, and Financial Services Sales Agents",securities commodities and financial services sales agents,41-3031.00,"Securities, Commodities, and Financial Services Sales Agents",41-3031,41-3031.00,"Securities, Commodities, and Financial Services Sales Agents","Sales Representatives, Services",Sales and Related Occupations,2026-05-31,0.0030529241359659,4.208188040811056,False,1.18286,4.42,93.49,0.0799798822924157,0.1,E1,E2,78660.0,49230.0,76360.0,74840.0,54660.0,79730.0,67010.0,98560.0,83750.0,72010.0,62770.0,59990.0,57590.0,64620.0,99840.0,68290.0,64290.0,75810.0,59110.0,48040.0,59970.0,61660.0,100310.0,73480.0,83350.0,46680.0,78500.0,78660.0,82560.0,61490.0,78930.0,82420.0,60850.0,168340.0,74040.0,63670.0,73300.0,76080.0,76710.0,71840.0,78660.0,55390.0,86780.0,58050.0,78470.0,64660.0,88280.0,62910.0,75510.0,50050.0,74010.0,78660.0,78660.0,36930.0,35160.0,489570.0,4710.0,260.0,14600.0,2330.0,55860.0,12360.0,5730.0,2300.0,1500.0,42600.0,14950.0,420.0,1690.0,27920.0,6460.0,2300.0,2310.0,5340.0,4130.0,690.0,8420.0,14510.0,7160.0,8820.0,1950.0,8770.0,430.0,2150.0,3140.0,1530.0,15230.0,1690.0,55630.0,21890.0,740.0,13520.0,2310.0,2900.0,15510.0,1780.0,7230.0,730.0,11370.0,41640.0,4520.0,240.0,11320.0,8770.0,930.0,5980.0,280.0,208.0,970.0,80.0
Interview clients to determine what kinds of properties they are seeking.,interview clients to determine what kinds of properties they are seeking,Gather customer or product information to determine customer needs.,Collect data about consumer needs or opinions.,Getting Information,Real Estate Sales Agents,real estate sales agents,41-9022.00,Real Estate Sales Agents,41-9022,41-9022.00,Real Estate Brokers and Sales Agents,Other Sales and Related Workers,Sales and Related Occupations,2026-05-31,0.0113071264295034,4.496768686745519,False,1.23,4.43,100.0,0.1014964333911702,0.1,E0,E2,52830.0,60890.0,89170.0,58780.0,38180.0,57560.0,63670.0,46770.0,47180.0,123770.0,49310.0,46730.0,46220.0,39820.0,59220.0,46880.0,52830.0,39770.0,58610.0,45850.0,56930.0,52630.0,52830.0,57880.0,46410.0,39550.0,43960.0,79100.0,47240.0,79990.0,57620.0,99990.0,76170.0,102990.0,51240.0,73920.0,46240.0,47980.0,61610.0,56040.0,60310.0,56580.0,65170.0,46250.0,45740.0,50720.0,52830.0,63980.0,79130.0,59050.0,58120.0,49990.0,52830.0,52830.0,52830.0,193370.0,1580.0,170.0,5610.0,1640.0,17500.0,6120.0,2095.0,900.0,590.0,26790.0,9940.0,690.0,1170.0,6030.0,3680.0,680.0,1450.0,1120.0,1940.0,740.0,2940.0,4530.0,2210.0,2530.0,670.0,1590.0,370.0,1400.0,1490.0,240.0,5294.0,550.0,8660.0,7960.0,530.0,5130.0,3710.0,1940.0,5510.0,619.0,4930.0,640.0,2360.0,22250.0,4240.0,70.0,5750.0,5150.0,370.0,5680.0,300.0,82.0,330.0,40.0
"Interview clients to obtain information about employment history, educational background, and career goals, and to identify barriers to employment.",interview clients to obtain information about employment history educational background and career goals and to identify barriers to employment,"Interview clients to gather information about their backgrounds, needs, or progress.",Interview people to obtain information.,Getting Information,"Educational, Guidance, School, and Vocational Counselors",educational guidance school and vocational counselors,21-1012.00,"Educational, Guidance, and Career Counselors and Advisors",21-1012,21-1012.00,Counselors,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0113071264295034,4.684571595387535,False,0.5794923076923078,3.47,36.37,0.0240884722930481,0.1,E0,E0,64330.0,59570.0,82900.0,58250.0,59770.0,86500.0,64780.0,73910.0,74070.0,80470.0,53140.0,63720.0,61730.0,60320.0,62420.0,59260.0,56540.0,56590.0,64350.0,61870.0,58630.0,75820.0,79930.0,59440.0,64600.0,58710.0,58040.0,57900.0,62500.0,66710.0,71080.0,77910.0,77880.0,71610.0,57630.0,58960.0,61760.0,52040.0,66690.0,60880.0,75000.0,60340.0,51830.0,59960.0,67900.0,61320.0,64570.0,67660.0,82670.0,55520.0,62690.0,63430.0,64330.0,53000.0,62470.0,353310.0,4410.0,540.0,7330.0,2310.0,45140.0,6530.0,3370.0,1700.0,1690.0,22800.0,11460.0,1620.0,1990.0,13580.0,5610.0,3690.0,3100.0,5030.0,4820.0,1780.0,6600.0,11460.0,9170.0,4200.0,2620.0,8890.0,890.0,2190.0,2250.0,1650.0,8190.0,1780.0,23380.0,9430.0,840.0,13250.0,4830.0,3990.0,13570.0,1340.0,6460.0,1000.0,6470.0,31730.0,4070.0,1120.0,9450.0,6610.0,1260.0,5330.0,770.0,40.0,1050.0,90.0
Interview job applicants to obtain and verify information used to screen and evaluate them.,interview job applicants to obtain and verify information used to screen and evaluate them,"Interview employees, customers, or others to collect information.",Interview people to obtain information.,Getting Information,"Human Resources Assistants, Except Payroll and Timekeeping",human resources assistants except payroll and timekeeping,43-4161.00,"Human Resources Assistants, Except Payroll and Timekeeping",43-4161,43-4161.00,"Human Resources Assistants, Except Payroll and Timekeeping",Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.637314568276912,False,1.4862484615384617,4.05,53.25,0.686594900530784,0.7999999999999999,E2,E2,50610.0,42140.0,56510.0,47890.0,46190.0,57590.0,54880.0,54130.0,50850.0,59050.0,48330.0,46830.0,49260.0,51770.0,48310.0,47850.0,48490.0,49630.0,50400.0,47490.0,49710.0,56880.0,55840.0,48250.0,54520.0,44780.0,47960.0,50070.0,47130.0,47900.0,51400.0,54410.0,49650.0,52920.0,48190.0,53000.0,48310.0,44950.0,53550.0,48800.0,56370.0,45300.0,45150.0,45760.0,47540.0,45790.0,51810.0,51950.0,57390.0,42990.0,48690.0,49660.0,35990.0,29080.0,50610.0,90220.0,960.0,260.0,1490.0,720.0,11490.0,1660.0,910.0,290.0,610.0,3210.0,2510.0,450.0,280.0,4140.0,1870.0,920.0,660.0,1240.0,750.0,490.0,1480.0,1400.0,1890.0,3380.0,1010.0,1090.0,140.0,440.0,1390.0,470.0,4000.0,620.0,8800.0,2790.0,110.0,2770.0,600.0,1050.0,2700.0,150.0,1190.0,190.0,3930.0,5890.0,700.0,140.0,2160.0,2350.0,480.0,1890.0,90.0,100.0,1050.0,18.0
"Interview job applicants to obtain information on work history, training, education, or job skills.",interview job applicants to obtain information on work history training education or job skills,Conduct eligibility or selection interviews.,Perform recruiting or hiring activities.,Staffing Organizational Units,Human Resources Specialists,human resources specialists,13-1071.00,Human Resources Specialists,13-1071,13-1071.00,Human Resources Workers,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0339213792885103,4.647970687711386,False,0.870085,3.89,67.94,0.3454423242349648,0.6389715597088939,E0,E2,75940.0,64940.0,76990.0,71390.0,55010.0,83500.0,80840.0,82890.0,77700.0,110970.0,66410.0,70570.0,73750.0,64990.0,76820.0,65600.0,66710.0,70870.0,69010.0,61300.0,71630.0,83910.0,85630.0,69520.0,78760.0,60300.0,66990.0,63790.0,61930.0,71610.0,70840.0,80690.0,68050.0,84380.0,73070.0,75630.0,70180.0,61630.0,78060.0,70450.0,77560.0,65370.0,67590.0,67370.0,68920.0,71750.0,77800.0,82090.0,84550.0,66860.0,70540.0,66970.0,59900.0,40900.0,60210.0,912430.0,11080.0,1420.0,20230.0,6230.0,104000.0,19450.0,9010.0,2720.0,6910.0,62729.99999999999,32110.0,2570.0,3930.0,35430.0,17110.0,7930.0,7560.0,10900.0,7240.0,3020.0,15530.0,27300.0,25520.0,17240.0,4850.0,17650.0,2340.0,7219.999999999999,6520.0,4270.0,21690.0,4090.000000000001,54610.0,31140.0,1710.0,33500.0,9370.0,10620.0,36960.0,3320.0,13720.0,1340.0,21460.0,84930.0,9900.0,1270.0,28540.0,22770.0,3130.0,17360.0,1000.0,380.0,4270.0,120.0
Interview patients to document symptoms and health histories.,interview patients to document symptoms and health histories,"Collect medical information from patients, family members, or other medical professionals.",Collect information about patients or clients.,Getting Information,Naturopathic Physicians,naturopathic physicians,29-1199.04,Naturopathic Physicians,29-1299,29-1299.01,Miscellaneous Healthcare Diagnosing or Treating Practitioners,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.328049213297055,False,7.0,4.84,100.0,0.6000000000000002,0.1,E0,E1,115210.0,115210.0,110220.0,95780.0,81330.0,125550.0,101570.0,119970.0,115210.0,151990.0,99260.0,126300.0,119520.0,115210.0,95080.0,83780.0,89480.0,86550.0,88610.0,115210.0,112010.0,164670.0,106060.0,92410.0,99400.0,115210.0,112260.0,122930.0,86260.0,85590.0,82550.0,100900.0,94660.0,127360.0,117210.0,101240.0,101710.0,115210.0,95600.0,103150.0,81280.0,115210.0,83780.0,90750.0,105370.0,119430.0,83740.0,87530.0,103380.0,115210.0,104330.0,101280.0,115210.0,83350.0,115210.0,19460.0,262.0,95.0,402.0,272.0,2175.0,884.0,557.0,60.0,666.0,1156.0,4255.0,122.0,106.0,1509.0,326.0,394.0,150.0,163.0,241.0,218.0,7939.0,816.0,829.0,394.0,245.0,571.0,150.0,122.0,326.0,313.0,639.0,190.0,1020.0,1088.0,190.0,1196.0,177.0,489.0,1183.0,63.0,287.0,82.0,408.0,1699.0,421.0,95.0,511.0,816.0,245.0,394.0,54.0,8.0,150.0,4.0
Interview patients to obtain comprehensive medical histories.,interview patients to obtain comprehensive medical histories,"Collect information from people through observation, interviews, or surveys.",Collect information about patients or clients.,Getting Information,Neuropsychologists and Clinical Neuropsychologists,neuropsychologists and clinical neuropsychologists,19-3039.01,Neuropsychologists,19-3039,19-3039.02,Psychologists,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0056535632147517,4.170151322629086,False,1.6713846153846157,4.68,100.0,0.1334705882352941,0.1,E1,E2,110840.0,136070.0,110840.0,137510.0,114340.0,157540.0,120660.0,125020.0,110840.0,125110.0,134690.0,110840.0,135680.0,121140.0,69810.0,123640.0,138420.0,110840.0,149990.0,104460.0,110840.0,109970.0,129410.0,88510.0,115650.0,103380.0,134890.0,126960.0,131640.0,146850.0,120790.0,132220.0,110840.0,128320.0,126440.0,110840.0,132060.0,141290.0,86680.0,95650.0,130960.0,136990.0,132170.0,138070.0,110840.0,135200.0,81080.0,140640.0,128230.0,46350.0,81860.0,110840.0,110840.0,110840.0,110840.0,37640.0,220.0,78.0,480.0,240.0,3200.0,760.0,420.0,116.0,460.0,1820.0,2080.0,320.0,140.0,2240.0,400.0,120.0,346.0,600.0,340.0,220.0,1680.0,1000.0,820.0,660.0,140.0,500.0,80.0,100.0,200.0,164.0,740.0,220.0,1360.0,1140.0,104.0,820.0,180.0,1680.0,1560.0,180.0,280.0,60.0,400.0,3384.0,220.0,160.0,1020.0,740.0,460.0,2160.0,68.0,16.0,226.0,8.0
Interview patients to obtain comprehensive medical histories.,interview patients to obtain comprehensive medical histories,"Collect information from people through observation, interviews, or surveys.",Collect information about patients or clients.,Getting Information,Neuropsychologists and Clinical Neuropsychologists,neuropsychologists and clinical neuropsychologists,19-3039.01,Clinical Neuropsychologists,19-3039,19-3039.03,Psychologists,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0056535632147517,4.170151322629086,False,1.61652,5.0,100.0,0.5083408340834085,0.4,E1,E2,110840.0,136070.0,110840.0,137510.0,114340.0,157540.0,120660.0,125020.0,110840.0,125110.0,134690.0,110840.0,135680.0,121140.0,69810.0,123640.0,138420.0,110840.0,149990.0,104460.0,110840.0,109970.0,129410.0,88510.0,115650.0,103380.0,134890.0,126960.0,131640.0,146850.0,120790.0,132220.0,110840.0,128320.0,126440.0,110840.0,132060.0,141290.0,86680.0,95650.0,130960.0,136990.0,132170.0,138070.0,110840.0,135200.0,81080.0,140640.0,128230.0,46350.0,81860.0,110840.0,110840.0,110840.0,110840.0,37640.0,220.0,78.0,480.0,240.0,3200.0,760.0,420.0,116.0,460.0,1820.0,2080.0,320.0,140.0,2240.0,400.0,120.0,346.0,600.0,340.0,220.0,1680.0,1000.0,820.0,660.0,140.0,500.0,80.0,100.0,200.0,164.0,740.0,220.0,1360.0,1140.0,104.0,820.0,180.0,1680.0,1560.0,180.0,280.0,60.0,400.0,3384.0,220.0,160.0,1020.0,740.0,460.0,2160.0,68.0,16.0,226.0,8.0
"Interview patients to obtain information, such as complaints, symptoms, medical histories, and family histories.",interview patients to obtain information such as complaints symptoms medical histories and family histories,"Collect medical information from patients, family members, or other medical professionals.",Collect information about patients or clients.,Getting Information,Neurologists,neurologists,29-1069.04,Neurologists,29-1217,29-1217.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.207602024335093,False,4.913041538461539,4.86,96.37,0.4054275879817281,0.1,E2,E2,248560.0,248560.0,354760.0,409610.0,317880.0,357080.0,356250.0,320680.0,248560.0,332000.0,322750.0,248560.0,248560.0,248560.0,237080.0,220210.0,248560.0,248560.0,338850.0,248560.0,248560.0,302840.0,248560.0,248560.0,381670.0,248560.0,248560.0,248560.0,269270.0,248560.0,248560.0,222120.0,248560.0,155990.0,325550.0,248560.0,248560.0,248560.0,248560.0,248560.0,248560.0,352680.0,248560.0,229670.0,360640.0,248560.0,434730.0,248560.0,327140.0,63500.0,342520.0,248560.0,248560.0,248560.0,248560.0,10590.0,143.0,100.0,80.0,70.0,1090.0,120.0,120.0,33.0,50.0,520.0,120.0,42.0,58.0,240.0,360.0,105.0,60.0,230.0,131.0,50.0,187.0,246.0,120.0,310.0,79.0,199.0,35.0,80.0,105.0,46.0,140.0,59.0,2810.0,180.0,29.0,940.0,116.0,133.0,30.0,34.0,40.0,31.0,220.0,660.0,100.0,40.0,278.0,180.0,60.0,130.0,19.0,5.0,64.0,2.0
Interview people and keep track of their responses.,interview people and keep track of their responses,"Interview employees, customers, or others to collect information.",Interview people to obtain information.,Getting Information,Statistical Assistants,statistical assistants,43-9111.00,Statistical Assistants,43-9111,43-9111.00,Statistical Assistants,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.106583850931676,False,1.7215507692307692,4.34,31.01,0.4164714034352668,0.5,E2,E2,50330.0,50330.0,50330.0,56900.0,50330.0,82580.0,50330.0,76140.0,50330.0,50330.0,57200.0,50330.0,40240.0,50330.0,63410.0,46860.0,50330.0,50330.0,45660.0,50330.0,48050.0,59690.0,70470.0,49660.0,58580.0,50330.0,58610.0,50330.0,59620.0,50330.0,50330.0,69480.0,50330.0,46520.0,50330.0,50330.0,47980.0,46010.0,50330.0,48740.0,50330.0,58970.0,50330.0,47780.0,43590.0,50330.0,50330.0,50330.0,63660.0,50330.0,53400.0,50330.0,50330.0,27490.0,50330.0,4710.0,64.0,10.0,100.0,39.0,110.0,86.0,160.0,15.0,21.0,90.0,147.0,40.0,26.0,183.0,270.0,80.0,43.0,100.0,58.0,40.0,100.0,190.0,370.0,89.0,35.0,90.0,15.0,170.0,47.0,21.0,110.0,26.0,292.0,250.0,13.0,70.0,30.0,59.0,280.0,15.0,40.0,14.0,390.0,423.0,52.0,9.0,124.0,200.0,21.0,60.0,8.0,2.0,230.0,1.0
Interview people to gather information about historical events and to record oral histories.,interview people to gather information about historical events and to record oral histories,"Collect information from people through observation, interviews, or surveys.",Collect information about patients or clients.,Getting Information,Historians,historians,19-3093.00,Historians,19-3093,19-3093.00,Miscellaneous Social Scientists and Related Workers,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,3.3752,False,0.0346384615384615,3.18,89.08,0.0088550306527225,0.6,E0,E0,76750.0,72490.0,76750.0,76750.0,76750.0,97420.0,76750.0,66770.0,76750.0,118290.0,74740.0,63840.0,92520.0,76750.0,89670.0,63770.0,76750.0,72600.0,63530.0,80620.0,76750.0,120580.0,121710.0,62920.0,103040.0,46010.0,64230.0,76750.0,70050.0,80140.0,76750.0,77080.0,66790.0,62960.0,73440.0,76750.0,60350.0,50980.0,99560.0,71970.0,76750.0,52120.0,76750.0,71080.0,78240.0,33840.0,76750.0,101920.0,99720.0,76750.0,45810.0,76750.0,76750.0,76750.0,76750.0,3450.0,60.0,7.0,71.0,29.0,210.0,63.0,40.0,11.0,250.0,110.0,110.0,70.0,19.0,134.0,30.0,34.0,40.0,50.0,60.0,14.0,50.0,80.0,80.0,50.0,90.0,50.0,11.0,30.0,34.0,15.0,130.0,40.0,410.0,120.0,9.0,122.0,50.0,40.0,70.0,11.0,60.0,10.0,40.0,130.0,80.0,7.0,180.0,30.0,15.0,50.0,6.0,1.0,21.0,1.0
"Interview prospective clients to obtain data about their financial resources and needs, the physical condition of the person or property to be insured, and to discuss any existing coverage.",interview prospective clients to obtain data about their financial resources and needs the physical condition of the person or property to be insured and to discuss any existing coverage,Gather customer or product information to determine customer needs.,Collect data about consumer needs or opinions.,Getting Information,Insurance Sales Agents,insurance sales agents,41-3021.00,Insurance Sales Agents,41-3021,41-3021.00,Insurance Sales Agents,"Sales Representatives, Services",Sales and Related Occupations,2026-05-31,0.0030529241359659,4.702129848749872,False,0.8742984615384616,4.06,94.01,0.5563186464131835,0.7999999999999999,E0,E2,62280.0,65510.0,50500.0,61560.0,56720.0,76120.0,68730.0,74840.0,46710.0,84530.0,59790.0,61850.0,64170.0,58510.0,64280.0,61360.0,60140.0,60370.0,60880.0,55440.0,62920.0,58300.0,79300.0,61900.0,78640.0,47930.0,58990.0,62040.0,61590.0,49100.0,74370.0,81640.0,45180.0,78110.0,58710.0,71220.0,61260.0,47920.0,61680.0,73370.0,79930.0,61350.0,71990.0,57120.0,51180.0,61230.0,70720.0,60520.0,61040.0,45480.0,79450.0,71830.0,37010.0,36250.0,62550.0,479100.0,7430.0,540.0,11870.0,4580.0,41160.0,9530.0,5230.0,1220.0,2148.0,47560.0,18030.0,1070.0,3200.0,16360.0,10440.0,6840.0,6360.0,6210.0,7100.0,2240.0,5700.0,9940.0,12160.0,10010.0,3210.0,10030.0,2090.0,6160.0,4200.0,2320.0,11370.0,2200.0,22420.0,20540.0,1460.0,16250.0,5310.0,5370.0,19390.0,1700.0,8220.0,1870.0,7610.0,47060.0,4620.0,730.0,9480.0,10500.0,1430.0,7860.0,850.0,70.0,2650.0,60.0
"Interview show guests about their lives, their work, or topics of current interest.",interview show guests about their lives their work or topics of current interest,Interview others for news or entertainment purposes.,Interview people to obtain information.,Getting Information,Radio and Television Announcers,radio and television announcers,27-3011.00,Broadcast Announcers and Radio Disc Jockeys,27-3011,27-3011.00,Broadcast Announcers and Radio Disc Jockeys,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.871024347444616,False,1.1239673076923076,4.04,87.3,0.0862154569886227,0.1,E2,E2,47340.0,38530.0,44790.0,47930.0,36160.0,47340.0,50660.0,47340.0,47340.0,47340.0,56360.0,42020.0,51030.0,46940.0,46720.0,61760.0,37090.0,35130.0,36170.0,33020.0,44000.0,74480.0,60200.0,46640.0,43530.0,34040.0,45460.0,35000.0,45020.0,60460.0,46000.0,70800.0,38940.0,81310.0,47910.0,38500.0,42440.0,36110.0,46190.0,52080.0,55110.0,30960.0,40630.0,48290.0,49050.0,46080.0,35220.0,44400.0,44420.0,35400.0,40630.0,36760.0,47340.0,22970.0,47340.0,21240.0,300.0,80.0,410.0,300.0,1620.0,310.0,290.0,66.0,70.0,990.0,490.0,140.0,50.0,770.0,1040.0,320.0,440.0,340.0,190.0,170.0,290.0,280.0,650.0,750.0,160.0,470.0,130.0,280.0,160.0,70.0,190.0,190.0,1460.0,830.0,180.0,910.0,300.0,240.0,830.0,90.0,150.0,230.0,970.0,960.0,190.0,110.0,460.0,620.0,130.0,580.0,50.0,9.0,150.0,4.0
"Invent names for products and write the slogans that appear on packaging, brochures and other promotional material.",invent names for products and write the slogans that appear on packaging brochures and other promotional material,Write advertising or promotional material.,Write material for artistic or commercial purposes.,Documenting/Recording Information,Writers and Authors,writers and authors,27-3043.00,Writers and Authors,27-3043,27-3043.00,Writers and Editors,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0113071264295034,4.924076963078523,False,0.6027646153846155,3.48,66.71,0.0699844394093763,0.3,E1,E1,76910.0,66950.0,76910.0,55990.0,47970.0,86480.0,76830.0,98460.0,76910.0,129300.0,68080.0,74710.0,76910.0,56360.0,68220.0,75820.0,61010.0,65840.0,48780.0,89520.0,76910.0,104330.0,85260.0,76910.0,72810.0,54180.0,58140.0,76910.0,65470.0,63910.0,71830.0,81590.0,76910.0,76910.0,63660.0,50860.0,65930.0,58770.0,80540.0,77410.0,70190.0,51920.0,56700.0,58870.0,69990.0,64530.0,94430.0,85000.0,85700.0,64410.0,64370.0,49650.0,76910.0,43440.0,76910.0,2791.0,21.0,6.0,70.0,31.0,977.0,151.0,480.0,9.0,122.0,351.0,95.0,59.99999999999999,10.0,307.0,52.0,34.0,240.0,41.0,480.0,23.0,63.0,157.0,78.0,84.0,15.0,70.0,10.0,240.0,22.0,21.0,137.0,10.0,871.0,211.0,9.0,97.0,26.0,111.0,126.0,13.0,61.0,59.99999999999999,147.0,270.0,48.0,13.0,178.0,90.0,13.0,83.0,5.0,1.0,10.0,1.0
Investigate activities of institutions to enforce laws and regulations and to ensure legality of transactions and operations or financial solvency.,investigate activities of institutions to enforce laws and regulations and to ensure legality of transactions and operations or financial solvency,Examine financial records or processes.,"Examine financial activities, operations, or systems.",Evaluating Information to Determine Compliance with Standards,Financial Examiners,financial examiners,13-2061.00,Financial Examiners,13-2061,13-2061.00,Financial Examiners,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.883285888572591,False,0.3201653846153846,4.17,100.0,0.7122205984225277,3.169953359515687,E2,E2,94160.0,94160.0,90530.0,80260.0,57590.0,106000.0,99610.0,120530.0,92390.0,198720.0,76230.0,77710.0,62720.0,85260.0,93150.0,81300.0,80370.0,80420.0,76260.0,84310.0,80840.0,102980.0,111110.0,71050.0,104260.0,85430.0,79990.0,80970.0,74460.0,84650.0,80810.0,106410.0,67950.0,128920.0,100730.0,82640.0,69040.0,80760.0,94630.0,78500.0,94130.0,86440.0,88690.0,87110.0,78140.0,92000.0,74680.0,104060.0,113700.0,60590.0,86320.0,94160.0,94160.0,37470.0,94160.0,67830.0,916.0,50.0,1910.0,540.0,4200.0,1910.0,735.0,430.0,470.0,4190.0,1450.0,270.0,210.0,4050.0,420.0,1020.0,470.0,640.0,240.0,230.0,350.0,950.0,710.0,1280.0,420.0,2290.0,140.0,840.0,180.0,130.0,2190.0,220.0,13480.0,2610.0,220.0,3680.0,400.0,820.0,2590.0,320.0,480.0,150.0,500.0,5230.0,960.0,170.0,1280.0,420.0,240.0,580.0,122.0,29.0,1270.0,14.0
Investigate claimants for the possibility of fraud or abuse.,investigate claimants for the possibility of fraud or abuse,Investigate personal characteristics or activities of individuals.,"Investigate individuals' background, behavior, or activities.",Getting Information,"Eligibility Interviewers, Government Programs",eligibility interviewers government programs,43-4061.00,"Eligibility Interviewers, Government Programs",43-4061,43-4061.00,"Eligibility Interviewers, Government Programs",Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.9815000000000005,False,0.4248223076923076,3.86,50.49,0.1544747800006089,0.7,E2,E2,54210.0,54040.0,61840.0,41690.0,45340.0,63520.0,58750.0,71940.0,42900.0,74080.0,37230.0,44620.0,54970.0,52670.0,61840.0,40160.0,61340.0,49650.0,52020.0,48260.0,50860.0,57160.0,64750.0,66830.0,62820.0,36840.0,42850.0,59180.0,50320.0,55160.0,57300.0,51380.0,53000.0,53430.0,47350.0,51810.0,50070.0,49090.0,55660.0,59070.0,64560.0,38670.0,52350.0,49230.0,46860.0,52790.0,58530.0,50960.0,66330.0,44150.0,51480.0,54210.0,39970.0,44950.0,38060.0,154800.0,2720.0,400.0,3440.0,610.0,30960.0,3140.0,1250.0,120.0,640.0,5880.0,6120.0,610.0,240.0,1740.0,3000.0,1040.0,810.0,1710.0,740.0,620.0,3710.0,1700.0,5060.0,2910.0,1760.0,4130.0,550.0,220.0,1534.0,240.0,920.0,790.0,10220.0,7740.0,410.0,4300.0,520.0,1740.0,10280.0,570.0,1750.0,470.0,4060.0,12020.0,1960.0,310.0,4290.0,3880.0,250.0,1610.0,278.0,50.0,3660.0,70.0
"Investigate complaints, disturbances, and violations and resolve problems, following management rules and regulations.",investigate complaints disturbances and violations and resolve problems following management rules and regulations,Resolve customer complaints or problems.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,"Property, Real Estate, and Community Association Managers",property real estate and community association managers,11-9141.00,"Property, Real Estate, and Community Association Managers",11-9141,11-9141.00,"Property, Real Estate, and Community Association Managers",Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.428658166363085,False,0.6832769230769231,4.06,90.0,0.2562853872725093,0.5,E1,E2,69990.0,58240.0,76800.0,63740.0,47760.0,77030.0,100080.0,73940.0,67600.0,94080.0,70810.0,75380.0,70190.0,51370.0,74980.0,60600.0,57980.0,58510.0,52790.0,49990.0,60930.0,81900.0,103410.0,60350.0,64890.0,53620.0,61640.0,58050.0,61610.0,55670.0,75500.0,82850.0,62230.0,99390.0,61430.0,58500.0,59050.0,64640.0,78060.0,65680.0,80260.0,62810.0,49490.0,64870.0,61320.0,64290.0,62810.0,79810.0,119320.0,54860.0,77730.0,60060.0,73110.0,69990.0,74850.0,311180.0,3510.0,450.0,9970.0,2310.0,50040.0,2230.0,2760.0,790.0,2040.0,30160.0,8690.0,1930.0,1680.0,11180.0,4670.0,2290.0,2810.0,2670.0,3060.0,960.0,6060.0,7320.0,5840.0,4480.0,1300.0,4740.0,1130.0,1530.0,5630.0,730.0,7110.0,1410.0,11390.0,10690.0,590.0,9960.0,2520.0,3190.0,9370.0,730.0,4900.0,1280.0,4310.0,45350.0,3020.0,560.0,5570.0,2950.0,1130.0,1560.0,640.0,40.0,1866.0,140.0
Investigate customer or public complaints to determine the nature and extent of problems.,investigate customer or public complaints to determine the nature and extent of problems,"Investigate system, equipment, or product failures.",Investigate organizational or operational problems.,Getting Information,Electrical Engineers,electrical engineers,17-2071.00,Electrical Engineers,17-2071,17-2071.00,Electrical and Electronics Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0226142528590069,4.718833711106533,False,0.2098615384615385,3.65,98.15,0.0717750588951758,0.5,E2,E2,120630.0,125630.0,125970.0,100550.0,96860.0,144040.0,120760.0,104160.0,126970.0,143000.0,104780.0,120630.0,106350.0,129340.0,107860.0,102670.0,105820.0,102630.0,98550.0,123710.0,114620.0,125150.0,127720.0,106070.0,109510.0,104990.0,118670.0,87360.0,107260.0,107400.0,135710.0,125370.0,158520.0,119010.0,110130.0,110810.0,100620.0,107760.0,125160.0,110820.0,120630.0,98440.0,98980.0,104450.0,129450.0,105720.0,111310.0,119030.0,132710.0,113420.0,99700.0,111740.0,64190.0,74250.0,120630.0,198750.0,4600.0,350.0,5370.0,900.0,24230.0,4200.0,2930.0,660.0,330.0,9220.0,5950.0,1080.0,1000.0,5460.0,4000.0,1280.0,2100.0,1540.0,990.0,1150.0,4650.0,5040.0,10840.0,3150.0,1130.0,2410.0,790.0,1060.0,1100.0,1600.0,2940.0,2560.0,8770.0,7090.0,260.0,6360.0,2080.0,2540.0,6970.0,670.0,3490.0,530.0,2830.0,20870.0,1680.0,820.0,7260.0,7610.0,500.0,3550.0,280.0,200.0,330.0,41.0
Investigate customer problems referred by technical support.,investigate customer problems referred by technical support,Provide customer service to clients or users.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,"Software Developers, Applications",software developers applications,15-1132.00,Software Quality Assurance Analysts and Testers,15-1253,15-1253.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.685578478964402,False,0.3798584615384615,3.81,94.12,0.0773072281956289,0.3,E2,E2,114549.41176470587,108307.0588235294,114549.41176470587,110045.29411764706,111294.89619377164,143515.58823529413,128445.88235294116,109510.0,114782.35294117648,114191.17647058824,110165.0,112089.11764705884,109759.70588235294,120062.54325259516,113710.0,93134.70588235294,97098.82352941176,100614.41176470587,88776.76470588235,78453.82352941176,98043.23529411764,120022.9411764706,136121.76470588235,107406.76470588236,110872.0588235294,84885.29411764706,98662.0588235294,109772.9411764706,102180.29411764706,119163.13148788927,117653.5294117647,124798.5294117647,119148.82352941176,135779.41176470587,111493.5294117647,90934.11764705884,103205.58823529413,90770.58823529413,119530.58823529413,103874.70588235294,111107.64705882352,107836.76470588236,77240.29411764706,101195.58823529413,111652.9411764706,97212.0588235294,92335.88235294116,126400.88235294116,140793.5294117647,81291.17647058824,100160.58823529413,114750.1903114187,114549.41176470587,67413.23529411765,114549.41176470587,672406.1764705882,6836.176470588235,1117.8529411764705,14941.764705882351,5745.588235294118,110753.52941176471,17472.05882352941,5204.117647058823,1445.2941176470588,2494.1176470588234,35416.17647058824,20889.117647058825,2341.4117647058824,2239.1176470588234,22635.29411764706,5660.588235294117,3601.176470588235,5164.705882352941,3080.2941176470586,1624.4117647058824,1166.470588235294,14120.294117647058,20082.647058823528,16414.70588235294,13390.588235294115,845.0000000000001,8459.117647058823,800.2941176470589,3187.6470588235293,2321.470588235294,4027.941176470588,21115.29411764706,1585.5882352941176,43799.70588235294,24930.58823529412,604.4117647058824,17467.35294117647,3321.7647058823527,8307.35294117647,21156.17647058824,1910.8823529411768,5457.352941176471,918.8235294117646,7191.764705882353,66272.05882352941,12092.35294117647,677.9411764705883,35434.117647058825,40018.82352941176,1121.1764705882351,9600.882352941177,1304.3529411764705,286.0,836.1764705882354,138.0
Investigate equipment failures or difficulties to diagnose faulty operation and recommend remedial actions.,investigate equipment failures or difficulties to diagnose faulty operation and recommend remedial actions,"Investigate system, equipment, or product failures.",Investigate organizational or operational problems.,Getting Information,Mechanical Engineers,mechanical engineers,17-2141.00,Mechanical Engineers,17-2141,17-2141.00,Mechanical Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.1130712642950345,4.728492421138877,True,0.8768038461538461,3.76,73.42,0.2313451795633722,0.4,E0,E2,104110.0,100230.0,124340.0,100270.0,80180.0,130900.0,124430.0,105090.0,125130.0,133300.0,99980.0,100620.0,98740.0,93190.0,102680.0,99590.0,97700.0,86260.0,101050.0,119540.0,102430.0,122870.0,119300.0,104890.0,99140.0,98000.0,99330.0,94190.0,88060.0,102680.0,103660.0,112300.0,157710.0,102440.0,100720.0,86330.0,99100.0,101850.0,103470.0,97920.0,116230.0,104580.0,88380.0,99550.0,112410.0,102500.0,107330.0,104180.0,110430.0,97390.0,95870.0,117750.0,61510.0,72240.0,104110.0,122670.0,1656.0,314.0,4174.0,1165.0,25236.0,5943.0,3802.0,504.0,510.00000000000006,8878.0,4373.0,438.0,884.0,9746.0,7183.0,2868.0,3827.0,3447.0,1562.0,736.0,5414.0,7679.999999999999,28625.0,4869.0,1298.0,4025.0,413.0,785.0,1165.0,2281.0,3455.0,2240.0,7100.0,7902.0,653.0,11895.0,1876.0,2414.0,11200.0,1289.0,4778.0,463.0,3249.0,18251.0,2786.0,438.0,6175.0,6811.0,628.0,6175.0,190.0,116.0,405.0,30.0
Investigate equipment failures or difficulties to diagnose faulty operation and recommend remedial actions.,investigate equipment failures or difficulties to diagnose faulty operation and recommend remedial actions,"Recommend technical design or process changes to improve efficiency, quality, or performance.",Advise others on business or operational matters.,Providing Consultation and Advice to Others,Mechanical Engineers,mechanical engineers,17-2141.00,Mechanical Engineers,17-2141,17-2141.00,Mechanical Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.1130712642950345,4.728492421138877,True,0.8768038461538461,3.76,73.42,0.2313451795633722,0.4,E0,E2,104110.0,100230.0,124340.0,100270.0,80180.0,130900.0,124430.0,105090.0,125130.0,133300.0,99980.0,100620.0,98740.0,93190.0,102680.0,99590.0,97700.0,86260.0,101050.0,119540.0,102430.0,122870.0,119300.0,104890.0,99140.0,98000.0,99330.0,94190.0,88060.0,102680.0,103660.0,112300.0,157710.0,102440.0,100720.0,86330.0,99100.0,101850.0,103470.0,97920.0,116230.0,104580.0,88380.0,99550.0,112410.0,102500.0,107330.0,104180.0,110430.0,97390.0,95870.0,117750.0,61510.0,72240.0,104110.0,122670.0,1656.0,314.0,4174.0,1165.0,25236.0,5943.0,3802.0,504.0,510.00000000000006,8878.0,4373.0,438.0,884.0,9746.0,7183.0,2868.0,3827.0,3447.0,1562.0,736.0,5414.0,7679.999999999999,28625.0,4869.0,1298.0,4025.0,413.0,785.0,1165.0,2281.0,3455.0,2240.0,7100.0,7902.0,653.0,11895.0,1876.0,2414.0,11200.0,1289.0,4778.0,463.0,3249.0,18251.0,2786.0,438.0,6175.0,6811.0,628.0,6175.0,190.0,116.0,405.0,30.0
Investigate illegal or suspicious activities.,investigate illegal or suspicious activities,Investigate illegal or suspicious activities.,Investigate criminal or legal matters.,Getting Information,Police and Sheriff's Patrol Officers,police and sheriffs patrol officers,33-3051.00,Police and Sheriff's Patrol Officers,33-3051,33-3051.00,Police Officers,Law Enforcement Workers,Protective Service Occupations,2026-05-31,0.0226142528590069,4.875694234070483,False,3.214330769230769,4.43,96.8,1.322337455876246,0.5,E0,E2,76210.0,51270.0,99130.0,78880.0,47670.0,118880.0,97350.0,82170.0,92970.0,88650.0,74470.0,58120.0,83820.0,66990.0,100520.0,73370.0,74470.0,59230.0,60490.0,48380.0,67050.0,77970.0,78940.0,73730.0,83360.0,46140.0,59460.0,70050.0,74620.0,78140.0,71640.0,92610.0,69180.0,92790.0,59300.0,74500.0,77020.0,59700.0,88140.0,85470.0,77230.0,58070.0,60740.0,59280.0,75900.0,77310.0,68910.0,65870.0,102080.0,56960.0,78090.0,66140.0,62130.0,45510.0,76210.0,138836.0,4849.0,522.0,4974.0,2365.0,27307.0,3980.0,2692.0,745.0,1955.0,18068.0,9181.0,1002.0,1164.0,12084.0,5375.0,2124.0,2539.0,3267.0,5135.0,878.0,4025.0,7057.0,6936.0,3793.0,3342.0,5620.0,894.0,1445.0,2369.0,1019.0,9019.0,1897.0,22143.0,9264.0,675.0,9703.0,4000.0,2083.0,10978.0,803.0,5355.0,828.0,6473.0,26131.0,2278.0,422.0,8270.0,3793.0,1201.0,5102.0,542.0,224.0,4820.0,29.0
"Investigate or resolve operational problems, such as material use variances or bottlenecks.",investigate or resolve operational problems such as material use variances or bottlenecks,"Analyze operational data to evaluate operations, processes or products.",Analyze data to improve operations.,Analyzing Data or Information,Manufacturing Engineers,manufacturing engineers,17-2199.04,Manufacturing Engineers,17-2112,17-2112.03,"Industrial Engineers, Including Health and Safety",Engineers,Architecture and Engineering Occupations,2026-05-31,0.0339213792885103,4.685419407062633,False,1.5348953846153846,4.27,92.0,0.5866735008818342,0.5,E0,E2,102440.0,99880.0,156510.0,108280.0,98410.0,124600.0,109750.0,104160.0,120190.0,103300.0,101610.0,100100.0,123800.0,100840.0,100540.0,97480.0,97690.0,99830.0,96820.0,122920.0,101030.0,119930.0,109420.0,101680.0,102660.0,95830.0,99290.0,104430.0,98170.0,102090.0,101310.0,103840.0,128090.0,102640.0,99310.0,96940.0,100060.0,97510.0,128290.0,99560.0,109350.0,101060.0,93200.0,99080.0,104560.0,103940.0,103010.0,102550.0,129050.0,108360.0,96980.0,122070.0,102440.0,81820.0,102440.0,63713.0,5331.0,153.0,5240.0,1192.0,22772.0,3623.0,4195.0,571.0,111.0,9790.0,6229.0,35.0,927.0,12989.0,8139.0,2509.0,2404.0,4230.0,1192.0,718.0,2718.0,7992.0,21594.0,12250.0,1707.0,3533.0,272.0,808.0,1094.0,1352.0,4787.0,794.0,8229.0,8069.0,418.0,16361.0,1512.0,4048.0,9184.0,690.0,5547.0,578.0,5184.0,21587.0,3846.0,307.0,3888.0,4271.0,592.0,9107.0,167.0,27.0,1916.0,13.0
"Investigate or resolve operational problems, such as material use variances or bottlenecks.",investigate or resolve operational problems such as material use variances or bottlenecks,Resolve operational performance problems.,Resolve personnel or operational problems.,Resolving Conflicts and Negotiating with Others,Manufacturing Engineers,manufacturing engineers,17-2199.04,Manufacturing Engineers,17-2112,17-2112.03,"Industrial Engineers, Including Health and Safety",Engineers,Architecture and Engineering Occupations,2026-05-31,0.0339213792885103,4.685419407062633,False,1.5348953846153846,4.27,92.0,0.5866735008818342,0.5,E0,E2,102440.0,99880.0,156510.0,108280.0,98410.0,124600.0,109750.0,104160.0,120190.0,103300.0,101610.0,100100.0,123800.0,100840.0,100540.0,97480.0,97690.0,99830.0,96820.0,122920.0,101030.0,119930.0,109420.0,101680.0,102660.0,95830.0,99290.0,104430.0,98170.0,102090.0,101310.0,103840.0,128090.0,102640.0,99310.0,96940.0,100060.0,97510.0,128290.0,99560.0,109350.0,101060.0,93200.0,99080.0,104560.0,103940.0,103010.0,102550.0,129050.0,108360.0,96980.0,122070.0,102440.0,81820.0,102440.0,63713.0,5331.0,153.0,5240.0,1192.0,22772.0,3623.0,4195.0,571.0,111.0,9790.0,6229.0,35.0,927.0,12989.0,8139.0,2509.0,2404.0,4230.0,1192.0,718.0,2718.0,7992.0,21594.0,12250.0,1707.0,3533.0,272.0,808.0,1094.0,1352.0,4787.0,794.0,8229.0,8069.0,418.0,16361.0,1512.0,4048.0,9184.0,690.0,5547.0,578.0,5184.0,21587.0,3846.0,307.0,3888.0,4271.0,592.0,9107.0,167.0,27.0,1916.0,13.0
"Investigate products or markets to determine areas for opportunity or viability for merchandising specific products, using online or offline sources.",investigate products or markets to determine areas for opportunity or viability for merchandising specific products using online or offline sources,Identify strategic business investment opportunities.,Identify business or organizational opportunities.,"Identifying Objects, Actions, and Events",Online Merchants,online merchants,13-1199.06,Online Merchants,13-1199,13-1199.06,Miscellaneous Business Operations Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.885400000000001,False,1.312324615384615,3.81,80.72,0.8358520168630835,0.8999999999999999,E2,E2,83050.0,100240.0,94740.0,83280.0,61240.0,87570.0,92520.0,85530.0,95040.0,108160.0,79650.0,78410.0,92620.0,76400.0,82070.0,79030.0,80470.0,83350.0,74690.0,63220.0,78830.0,101500.0,93270.0,81810.0,77820.0,76980.0,80420.0,74990.0,77980.0,67330.0,83740.0,91060.0,79100.0,83450.0,80230.0,80500.0,79350.0,93640.0,77170.0,80590.0,88130.0,79110.0,85340.0,78690.0,80820.0,80190.0,71710.0,85200.0,100360.0,69240.0,67370.0,74060.0,88610.0,46700.0,65170.0,304887.0,7842.0,2266.0,13698.0,9199.0,173886.0,51235.0,6316.0,1795.0,42395.0,74300.0,75669.0,4030.0,3074.0,36954.0,7056.0,11106.0,11005.0,6585.0,19083.0,4745.0,44672.0,20092.0,23491.0,18410.0,4633.0,15770.0,5340.0,2849.0,10254.0,2154.0,38378.0,9480.0,32298.0,46198.0,2031.0,35551.0,6395.0,16738.0,30570.0,2513.0,9996.0,1055.0,13227.0,116975.0,3380.0,2737.0,50663.0,57943.0,4566.0,13698.0,1986.0,527.0,10500.0,415.0
"Investigate sources, such as auctions, estate sales, liquidators, wholesalers, or trade shows for new items, used items, or collectibles.",investigate sources such as auctions estate sales liquidators wholesalers or trade shows for new items used items or collectibles,Obtain information about goods or services.,Obtain information about goods or services.,Getting Information,Online Merchants,online merchants,13-1199.06,Online Merchants,13-1199,13-1199.06,Miscellaneous Business Operations Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,5.0,True,0.910968076923077,3.49,52.29,0.3695563190636307,0.7,E2,E2,83050.0,100240.0,94740.0,83280.0,61240.0,87570.0,92520.0,85530.0,95040.0,108160.0,79650.0,78410.0,92620.0,76400.0,82070.0,79030.0,80470.0,83350.0,74690.0,63220.0,78830.0,101500.0,93270.0,81810.0,77820.0,76980.0,80420.0,74990.0,77980.0,67330.0,83740.0,91060.0,79100.0,83450.0,80230.0,80500.0,79350.0,93640.0,77170.0,80590.0,88130.0,79110.0,85340.0,78690.0,80820.0,80190.0,71710.0,85200.0,100360.0,69240.0,67370.0,74060.0,88610.0,46700.0,65170.0,304887.0,7842.0,2266.0,13698.0,9199.0,173886.0,51235.0,6316.0,1795.0,42395.0,74300.0,75669.0,4030.0,3074.0,36954.0,7056.0,11106.0,11005.0,6585.0,19083.0,4745.0,44672.0,20092.0,23491.0,18410.0,4633.0,15770.0,5340.0,2849.0,10254.0,2154.0,38378.0,9480.0,32298.0,46198.0,2031.0,35551.0,6395.0,16738.0,30570.0,2513.0,9996.0,1055.0,13227.0,116975.0,3380.0,2737.0,50663.0,57943.0,4566.0,13698.0,1986.0,527.0,10500.0,415.0
"Investigate system component suitability for specified purposes, and make recommendations regarding component use.",investigate system component suitability for specified purposes and make recommendations regarding component use,Evaluate utility of software or hardware technologies.,"Evaluate the characteristics, usefulness, or performance of products or technologies.","Judging the Qualities of Objects, Services, or People",Computer Systems Engineers/Architects,computer systems engineersarchitects,15-1199.02,Computer Systems Engineers/Architects,15-1299,15-1299.08,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0452285057180138,4.7738501707170125,False,0.9719230769230768,4.19,95.45,0.3133278818864053,0.4,E0,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,193835.0,7026.0,1897.0,5510.0,2992.0,214105.0,31521.0,8281.0,860.0,45947.0,13710.0,55109.0,5556.0,2778.0,29812.0,8922.0,10285.0,3580.0,1850.0,13410.0,900.0,50915.0,16482.0,19875.0,11166.0,3873.0,14340.0,1443.0,6091.0,6972.0,2591.0,32082.0,4408.0,11460.0,40310.0,1950.0,6150.0,8869.0,6545.0,14580.0,2217.0,11487.0,240.0,29197.0,152318.0,17844.0,3526.0,45412.0,38360.0,9029.0,12502.0,454.0,748.0,2351.0,107.0
"Investigate system component suitability for specified purposes, and make recommendations regarding component use.",investigate system component suitability for specified purposes and make recommendations regarding component use,Recommend changes to improve computer or information systems.,Advise others on the design or use of technologies.,Providing Consultation and Advice to Others,Computer Systems Engineers/Architects,computer systems engineersarchitects,15-1199.02,Computer Systems Engineers/Architects,15-1299,15-1299.08,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0452285057180138,4.7738501707170125,False,0.9719230769230768,4.19,95.45,0.3133278818864053,0.4,E0,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,193835.0,7026.0,1897.0,5510.0,2992.0,214105.0,31521.0,8281.0,860.0,45947.0,13710.0,55109.0,5556.0,2778.0,29812.0,8922.0,10285.0,3580.0,1850.0,13410.0,900.0,50915.0,16482.0,19875.0,11166.0,3873.0,14340.0,1443.0,6091.0,6972.0,2591.0,32082.0,4408.0,11460.0,40310.0,1950.0,6150.0,8869.0,6545.0,14580.0,2217.0,11487.0,240.0,29197.0,152318.0,17844.0,3526.0,45412.0,38360.0,9029.0,12502.0,454.0,748.0,2351.0,107.0
"Investigate whether networks, workstations, the central processing unit of the system, or peripheral equipment are responding to a program's instructions.",investigate whether networks workstations the central processing unit of the system or peripheral equipment are responding to a programs instructions,Test computer system operations to ensure proper functioning.,Test performance of computer or information systems.,"Inspecting Equipment, Structures, or Materials",Computer Programmers,computer programmers,15-1131.00,Computer Programmers,15-1251,15-1251.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.658184902459713,False,0.757358076923077,3.26,67.74,0.0440911974476242,0.1,E2,E1,100390.0,93800.0,91700.0,88990.0,111840.0,116760.0,104610.0,133820.0,100390.0,100390.0,93180.0,98380.0,118180.0,89020.0,72540.0,97000.0,79180.0,92960.0,94850.0,100390.0,101780.0,125570.0,128390.0,65860.0,107250.0,85120.0,90420.0,89920.0,95150.0,93600.0,74000.0,104940.0,83750.0,103980.0,81070.0,92280.0,85270.0,99780.0,99540.0,89180.0,96470.0,99740.0,58240.0,100390.0,99330.0,104890.0,89560.0,121610.0,125620.0,65320.0,100390.0,81640.0,100390.0,51310.0,100390.0,92230.0,890.0,530.0,1560.0,1050.0,11340.0,930.0,1650.0,450.0,230.0,4760.0,1890.0,450.0,505.0,1280.0,1520.0,950.0,460.0,950.0,1580.0,450.0,2490.0,1930.0,4400.0,2070.0,1170.0,1520.0,301.0,1090.0,840.0,403.0,3930.0,600.0,7020.0,4120.0,190.0,2100.0,990.0,1370.0,3120.0,250.0,790.0,70.0,920.0,7620.0,690.0,170.0,3070.0,2540.0,140.0,3080.0,60.0,39.0,920.0,19.0
Issue notices and recommend corrective actions when infractions or problems are found.,issue notices and recommend corrective actions when infractions or problems are found,Recommend changes or corrective procedures.,Advise others on business or operational matters.,Providing Consultation and Advice to Others,"Transportation Vehicle, Equipment and Systems Inspectors, Except Aviation",transportation vehicle equipment and systems inspectors except aviation,53-6051.07,"Transportation Vehicle, Equipment and Systems Inspectors, Except Aviation",53-6051,53-6051.07,Transportation Inspectors,Other Transportation Workers,Transportation and Material Moving Occupations,2026-05-31,0.1017641378655311,4.624444214662393,False,2.0574453846153844,3.96,59.86,0.1289179566534059,0.1,E2,E1,92100.0,108140.0,123120.0,62250.0,85130.0,83000.0,81820.0,91520.0,92100.0,89960.0,101470.0,95030.0,108270.0,54330.0,47990.0,80330.0,116850.0,103380.0,83970.0,77460.0,63750.0,100700.0,79650.0,35890.0,92860.0,92100.0,64690.0,62810.0,92100.0,50060.0,92100.0,49250.0,63690.0,93420.0,84470.0,106330.0,77010.0,111070.0,78110.0,81550.0,92100.0,80490.0,70080.0,78430.0,101440.0,64480.0,92100.0,68610.0,104250.0,58670.0,75260.0,92100.0,52540.0,29760.0,92100.0,8166.666666666666,600.0,152.0,744.0,108.0,1604.0,412.0,296.0,81.0,134.0,1460.0,788.0,134.0,152.0,1012.0,224.0,54.0,188.0,233.0,116.0,81.0,224.0,170.0,484.0,278.0,55.0,340.0,161.0,179.0,385.0,32.0,833.0,206.0,3333.0,340.0,54.0,385.0,421.0,224.0,305.0,23.0,394.0,90.0,376.0,2052.0,188.0,14.0,296.0,439.0,81.0,108.0,13.0,63.0,224.0,2.0
Keep accurate records of transactions.,keep accurate records of transactions,Maintain records of sales or other business transactions.,Maintain sales or financial records.,Documenting/Recording Information,"Securities, Commodities, and Financial Services Sales Agents",securities commodities and financial services sales agents,41-3031.00,"Securities, Commodities, and Financial Services Sales Agents",41-3031,41-3031.00,"Securities, Commodities, and Financial Services Sales Agents","Sales Representatives, Services",Sales and Related Occupations,2026-05-31,0.0030529241359659,4.65,False,1.9799519230769231,4.6,90.77,0.1293716209540083,0.1,E2,E1,78660.0,49230.0,76360.0,74840.0,54660.0,79730.0,67010.0,98560.0,83750.0,72010.0,62770.0,59990.0,57590.0,64620.0,99840.0,68290.0,64290.0,75810.0,59110.0,48040.0,59970.0,61660.0,100310.0,73480.0,83350.0,46680.0,78500.0,78660.0,82560.0,61490.0,78930.0,82420.0,60850.0,168340.0,74040.0,63670.0,73300.0,76080.0,76710.0,71840.0,78660.0,55390.0,86780.0,58050.0,78470.0,64660.0,88280.0,62910.0,75510.0,50050.0,74010.0,78660.0,78660.0,36930.0,35160.0,489570.0,4710.0,260.0,14600.0,2330.0,55860.0,12360.0,5730.0,2300.0,1500.0,42600.0,14950.0,420.0,1690.0,27920.0,6460.0,2300.0,2310.0,5340.0,4130.0,690.0,8420.0,14510.0,7160.0,8820.0,1950.0,8770.0,430.0,2150.0,3140.0,1530.0,15230.0,1690.0,55630.0,21890.0,740.0,13520.0,2310.0,2900.0,15510.0,1780.0,7230.0,730.0,11370.0,41640.0,4520.0,240.0,11320.0,8770.0,930.0,5980.0,280.0,208.0,970.0,80.0
Keep detailed logs of all work-related activities.,keep detailed logs of all workrelated activities,Record research or operational data.,Maintain operational records.,Documenting/Recording Information,Biological Technicians,biological technicians,19-4021.00,Biological Technicians,19-4021,19-4021.00,Biological Technicians,"Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Occupations",2026-05-31,0.0113071264295034,4.831091984938138,False,2.570512307692308,4.14,88.18,0.1962865711645748,0.1,E2,E1,57510.0,49220.0,56470.0,53290.0,46930.0,71440.0,59400.0,62360.0,58550.0,64770.0,48700.0,52420.0,48770.0,42130.0,55790.0,58790.0,48050.0,51630.0,48910.0,47310.0,60160.0,52900.0,62070.0,51070.0,48130.0,56930.0,50640.0,49920.0,48220.0,51680.0,55540.0,66040.0,49570.0,61210.0,61720.0,55330.0,51080.0,47850.0,52190.0,54950.0,45530.0,53040.0,41300.0,50840.0,50130.0,52960.0,51190.0,53360.0,60800.0,51440.0,51750.0,46480.0,44950.0,46630.0,57510.0,69620.0,270.0,410.0,830.0,420.0,9210.0,1990.0,650.0,180.0,210.0,3170.0,860.0,830.0,450.0,790.0,1020.0,800.0,480.0,260.0,190.0,510.0,3470.0,8430.0,1160.0,1400.0,330.0,620.0,430.0,600.0,280.0,240.0,1290.0,140.0,5050.0,2460.0,250.0,2240.0,360.0,1590.0,2820.0,140.0,550.0,230.0,1240.0,2730.0,710.0,220.0,1820.0,3210.0,100.0,1800.0,190.0,90.0,670.0,14.0
"Keep informed regarding pending industry changes, trends, or best practices.",keep informed regarding pending industry changes trends or best practices,Stay informed about current developments in field of specialization.,Maintain current knowledge in area of expertise.,Updating and Using Relevant Knowledge,Compliance Managers,compliance managers,11-9199.02,Compliance Managers,11-9199,11-9199.02,Miscellaneous Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0015264620679829,4.839477177575819,False,0.6388592307692307,4.0,93.69,0.2037057429979687,0.4,E2,E2,141900.0,135890.0,127950.0,129870.0,87520.0,174560.0,171140.0,162690.0,168060.0,175720.0,108890.0,125000.0,130000.0,131550.0,140240.0,79900.0,128080.0,131710.0,122930.0,103140.0,115920.0,159040.0,182950.0,134260.0,152600.0,101570.0,125760.0,110470.0,116430.0,112040.0,145630.0,161510.0,123550.0,167200.0,141160.0,126440.0,129940.0,131870.0,125580.0,131600.0,165900.0,129960.0,119470.0,99430.0,134390.0,134890.0,125440.0,166230.0,164160.0,124940.0,107050.0,113420.0,104010.0,82250.0,95530.0,131731.0,1668.0,1474.0,7232.0,4819.0,84333.0,11907.0,6208.0,1084.0,15727.0,32029.0,29370.0,528.0,1042.0,26829.0,5920.0,3049.0,2278.0,2024.0,11196.0,1575.0,14846.0,9002.0,7944.0,3523.0,813.0,9671.0,1355.0,2236.0,7715.0,1126.0,25635.0,3193.0,15642.0,18488.0,1728.0,6233.0,1135.0,6504.0,17082.0,669.0,1872.0,483.0,14829.0,52007.0,7783.0,898.0,18259.0,8884.0,3083.0,12060.0,720.0,152.0,4700.0,119.0
"Keep informed regarding pending industry changes, trends, or best practices.",keep informed regarding pending industry changes trends or best practices,Update knowledge about emerging industry or technology trends.,Maintain current knowledge in area of expertise.,Updating and Using Relevant Knowledge,Compliance Managers,compliance managers,11-9199.02,Compliance Managers,11-9199,11-9199.02,Miscellaneous Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0015264620679829,4.839477177575819,False,0.6388592307692307,4.0,93.69,0.2037057429979687,0.4,E2,E2,141900.0,135890.0,127950.0,129870.0,87520.0,174560.0,171140.0,162690.0,168060.0,175720.0,108890.0,125000.0,130000.0,131550.0,140240.0,79900.0,128080.0,131710.0,122930.0,103140.0,115920.0,159040.0,182950.0,134260.0,152600.0,101570.0,125760.0,110470.0,116430.0,112040.0,145630.0,161510.0,123550.0,167200.0,141160.0,126440.0,129940.0,131870.0,125580.0,131600.0,165900.0,129960.0,119470.0,99430.0,134390.0,134890.0,125440.0,166230.0,164160.0,124940.0,107050.0,113420.0,104010.0,82250.0,95530.0,131731.0,1668.0,1474.0,7232.0,4819.0,84333.0,11907.0,6208.0,1084.0,15727.0,32029.0,29370.0,528.0,1042.0,26829.0,5920.0,3049.0,2278.0,2024.0,11196.0,1575.0,14846.0,9002.0,7944.0,3523.0,813.0,9671.0,1355.0,2236.0,7715.0,1126.0,25635.0,3193.0,15642.0,18488.0,1728.0,6233.0,1135.0,6504.0,17082.0,669.0,1872.0,483.0,14829.0,52007.0,7783.0,898.0,18259.0,8884.0,3083.0,12060.0,720.0,152.0,4700.0,119.0
"Keep informed regarding pending industry changes, trends, or best practices.",keep informed regarding pending industry changes trends or best practices,Maintain knowledge of current developments in area of expertise.,Maintain current knowledge in area of expertise.,Updating and Using Relevant Knowledge,Compliance Managers,compliance managers,11-9199.02,Compliance Managers,11-9199,11-9199.02,Miscellaneous Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0015264620679829,4.839477177575819,False,0.6388592307692307,4.0,93.69,0.2037057429979687,0.4,E2,E2,141900.0,135890.0,127950.0,129870.0,87520.0,174560.0,171140.0,162690.0,168060.0,175720.0,108890.0,125000.0,130000.0,131550.0,140240.0,79900.0,128080.0,131710.0,122930.0,103140.0,115920.0,159040.0,182950.0,134260.0,152600.0,101570.0,125760.0,110470.0,116430.0,112040.0,145630.0,161510.0,123550.0,167200.0,141160.0,126440.0,129940.0,131870.0,125580.0,131600.0,165900.0,129960.0,119470.0,99430.0,134390.0,134890.0,125440.0,166230.0,164160.0,124940.0,107050.0,113420.0,104010.0,82250.0,95530.0,131731.0,1668.0,1474.0,7232.0,4819.0,84333.0,11907.0,6208.0,1084.0,15727.0,32029.0,29370.0,528.0,1042.0,26829.0,5920.0,3049.0,2278.0,2024.0,11196.0,1575.0,14846.0,9002.0,7944.0,3523.0,813.0,9671.0,1355.0,2236.0,7715.0,1126.0,25635.0,3193.0,15642.0,18488.0,1728.0,6233.0,1135.0,6504.0,17082.0,669.0,1872.0,483.0,14829.0,52007.0,7783.0,898.0,18259.0,8884.0,3083.0,12060.0,720.0,152.0,4700.0,119.0
"Keep informed regarding pending industry changes, trends, or best practices.",keep informed regarding pending industry changes trends or best practices,Stay informed about current developments in field of specialization.,Maintain current knowledge in area of expertise.,Updating and Using Relevant Knowledge,Compliance Officers,compliance officers,13-1041.00,Compliance Officers,13-1041,13-1041.00,Compliance Officers,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0015264620679829,4.839477177575819,False,0.6388592307692307,4.0,93.69,0.1801228314059907,0.4,E2,E2,80730.0,72990.0,76430.0,74920.0,64680.0,96980.0,82450.0,91810.0,91050.0,111030.0,74920.0,70200.0,82590.0,75450.0,80550.0,78770.0,75620.0,69740.0,69240.0,70290.0,83740.0,84720.0,102060.0,77390.0,85920.0,67450.0,67270.0,66660.0,73920.0,78290.0,82800.0,100000.0,67990.0,90080.0,78500.0,79440.0,75030.0,63000.0,82990.0,85580.0,87620.0,75460.0,72630.0,63960.0,75370.0,67370.0,90420.0,80380.0,88790.0,64270.0,78800.0,79890.0,71930.0,48950.0,67990.0,20601.0,1117.0,920.0,3684.0,925.0,14782.0,2294.0,3610.0,637.0,1298.0,8796.0,4265.0,376.0,492.0,3156.0,1517.0,1085.0,1055.0,1292.0,1177.0,530.0,2993.0,3909.0,2881.0,1820.0,510.0,2075.0,439.0,1028.0,1304.0,513.0,3945.0,711.0,6964.0,3355.0,990.0,3331.0,1254.0,1588.0,5871.0,970.0,1411.0,335.0,7989.999999999999,12714.0,1114.0,581.0,4502.0,3298.0,510.0,1692.0,172.0,77.0,1621.0,230.0
"Keep informed regarding pending industry changes, trends, or best practices.",keep informed regarding pending industry changes trends or best practices,Update knowledge about emerging industry or technology trends.,Maintain current knowledge in area of expertise.,Updating and Using Relevant Knowledge,Compliance Officers,compliance officers,13-1041.00,Compliance Officers,13-1041,13-1041.00,Compliance Officers,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0015264620679829,4.839477177575819,False,0.6388592307692307,4.0,93.69,0.1801228314059907,0.4,E2,E2,80730.0,72990.0,76430.0,74920.0,64680.0,96980.0,82450.0,91810.0,91050.0,111030.0,74920.0,70200.0,82590.0,75450.0,80550.0,78770.0,75620.0,69740.0,69240.0,70290.0,83740.0,84720.0,102060.0,77390.0,85920.0,67450.0,67270.0,66660.0,73920.0,78290.0,82800.0,100000.0,67990.0,90080.0,78500.0,79440.0,75030.0,63000.0,82990.0,85580.0,87620.0,75460.0,72630.0,63960.0,75370.0,67370.0,90420.0,80380.0,88790.0,64270.0,78800.0,79890.0,71930.0,48950.0,67990.0,20601.0,1117.0,920.0,3684.0,925.0,14782.0,2294.0,3610.0,637.0,1298.0,8796.0,4265.0,376.0,492.0,3156.0,1517.0,1085.0,1055.0,1292.0,1177.0,530.0,2993.0,3909.0,2881.0,1820.0,510.0,2075.0,439.0,1028.0,1304.0,513.0,3945.0,711.0,6964.0,3355.0,990.0,3331.0,1254.0,1588.0,5871.0,970.0,1411.0,335.0,7989.999999999999,12714.0,1114.0,581.0,4502.0,3298.0,510.0,1692.0,172.0,77.0,1621.0,230.0
"Keep informed regarding pending industry changes, trends, or best practices.",keep informed regarding pending industry changes trends or best practices,Maintain knowledge of current developments in area of expertise.,Maintain current knowledge in area of expertise.,Updating and Using Relevant Knowledge,Compliance Officers,compliance officers,13-1041.00,Compliance Officers,13-1041,13-1041.00,Compliance Officers,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0015264620679829,4.839477177575819,False,0.6388592307692307,4.0,93.69,0.1801228314059907,0.4,E2,E2,80730.0,72990.0,76430.0,74920.0,64680.0,96980.0,82450.0,91810.0,91050.0,111030.0,74920.0,70200.0,82590.0,75450.0,80550.0,78770.0,75620.0,69740.0,69240.0,70290.0,83740.0,84720.0,102060.0,77390.0,85920.0,67450.0,67270.0,66660.0,73920.0,78290.0,82800.0,100000.0,67990.0,90080.0,78500.0,79440.0,75030.0,63000.0,82990.0,85580.0,87620.0,75460.0,72630.0,63960.0,75370.0,67370.0,90420.0,80380.0,88790.0,64270.0,78800.0,79890.0,71930.0,48950.0,67990.0,20601.0,1117.0,920.0,3684.0,925.0,14782.0,2294.0,3610.0,637.0,1298.0,8796.0,4265.0,376.0,492.0,3156.0,1517.0,1085.0,1055.0,1292.0,1177.0,530.0,2993.0,3909.0,2881.0,1820.0,510.0,2075.0,439.0,1028.0,1304.0,513.0,3945.0,711.0,6964.0,3355.0,990.0,3331.0,1254.0,1588.0,5871.0,970.0,1411.0,335.0,7989.999999999999,12714.0,1114.0,581.0,4502.0,3298.0,510.0,1692.0,172.0,77.0,1621.0,230.0
Keep records and accounts.,keep records and accounts,Record operational or production data.,Maintain operational records.,Documenting/Recording Information,"Cooks, Restaurant",cooks restaurant,35-2014.00,"Cooks, Restaurant",35-2014,35-2014.00,Cooks,Cooks and Food Preparation Workers,Food Preparation and Serving Related Occupations,2026-05-31,0.0030529241359659,4.745089888808064,False,1.835923076923077,4.11,33.91,0.0965564148706673,0.1,E2,E1,37390.0,32180.0,40140.0,38670.0,30180.0,44880.0,41600.0,39480.0,37840.0,46130.0,37020.0,35940.0,45420.0,36440.0,37580.0,35170.0,35670.0,35130.0,34640.0,29050.0,45290.0,37820.0,45600.0,36980.0,38590.0,29560.0,36940.0,38060.0,37030.0,38610.0,40200.0,38460.0,35020.0,43680.0,35400.0,36470.0,35540.0,31720.0,43100.0,36580.0,36510.0,35740.0,36220.0,36420.0,34760.0,36490.0,45390.0,36750.0,46800.0,29590.0,36550.0,36830.0,22950.0,24650.0,37430.0,1409890.0,16260.0,2350.0,30870.0,11270.0,152250.0,30600.0,14830.0,5280.0,7720.0,124040.0,46350.0,11090.0,8130.0,53540.0,26960.0,12270.0,11620.0,13510.0,14910.0,5130.0,17690.0,29570.0,39100.0,26080.0,10770.0,25990.0,7580.0,4750.0,27250.0,7190.0,28800.0,7810.0,71530.0,50150.0,4490.0,46910.0,17050.0,21550.0,54100.0,6950.0,25890.0,1890.0,28220.0,126620.0,10520.0,2360.0,40310.0,35140.0,6450.0,25410.0,2710.0,1110.0,9810.0,410.0
Keep records of client needs and preferences and the services provided.,keep records of client needs and preferences and the services provided,Maintain client information or service records.,Maintain operational records.,Documenting/Recording Information,Skincare Specialists,skincare specialists,39-5094.00,Skincare Specialists,39-5094,39-5094.00,Miscellaneous Personal Appearance Workers,Personal Appearance Workers,Personal Care and Service Occupations,2026-05-31,0.0791498850065242,4.770073432045263,False,4.586493846153846,4.73,100.0,0.3854839516048396,0.1,E2,E1,45330.0,39260.0,41240.0,50470.0,36520.0,38770.0,54500.0,43680.0,50820.0,77480.0,43880.0,48660.0,45330.0,34130.0,45330.0,44450.0,37080.0,45760.0,38580.0,36890.0,55850.0,46590.0,47310.0,45240.0,44430.0,41160.0,45200.0,58500.0,58420.0,38660.0,46890.0,45870.0,47230.0,42910.0,39120.0,58160.0,39150.0,37340.0,52110.0,43620.0,43880.0,39670.0,38230.0,36590.0,49250.0,45490.0,45330.0,39350.0,79320.0,38030.0,46220.0,62400.0,45330.0,23440.0,45330.0,72890.0,590.0,120.0,1710.0,340.0,11360.0,1510.0,660.0,130.0,200.0,5270.0,2230.0,140.0,720.0,2960.0,1120.0,710.0,420.0,830.0,600.0,260.0,1130.0,1360.0,1510.0,920.0,320.0,1390.0,280.0,550.0,1540.0,430.0,2660.0,370.0,3510.0,2680.0,190.0,1700.0,680.0,1070.0,2560.0,120.0,1210.0,150.0,1710.0,6160.0,1160.0,142.0,1970.0,2200.0,80.0,1190.0,100.0,31.0,330.0,15.0
Keep records of employees' attendance and hours worked.,keep records of employees attendance and hours worked,Record operational or production data.,Maintain operational records.,Documenting/Recording Information,First-Line Supervisors of Production and Operating Workers,firstline supervisors of production and operating workers,51-1011.00,First-Line Supervisors of Production and Operating Workers,51-1011,51-1011.00,First-Line Supervisors of Production and Operating Workers,Supervisors of Production Workers,Production Occupations,2026-05-31,0.0030529241359659,4.714371437143715,False,1.1863584615384617,4.23,75.72,0.0859447177648014,0.1,E2,E1,74450.0,73060.0,77960.0,75330.0,63090.0,76840.0,78890.0,83150.0,79100.0,80030.0,63950.0,69170.0,71990.0,70890.0,75200.0,73950.0,74750.0,74480.0,72490.0,77520.0,78970.0,78520.0,79920.0,72170.0,78550.0,68720.0,73210.0,68760.0,72200.0,68270.0,79310.0,81110.0,64640.0,78580.0,69640.0,76350.0,72160.0,70000.0,73580.0,74990.0,81650.0,77500.0,73040.0,65310.0,70140.0,71220.0,75540.0,74150.0,79310.0,68990.0,74840.0,90390.0,57440.0,45100.0,57190.0,673430.0,20670.0,1110.0,8720.0,11000.0,48550.0,9580.0,9150.0,1450.0,350.0,27710.0,26190.0,1500.0,3900.0,29640.0,26870.0,10130.0,7980.0,13820.0,9350.0,2970.0,6100.0,12390.0,26650.0,13380.0,8230.0,15430.0,1860.0,6040.0,3600.0,3000.0,15040.0,2520.0,20830.0,22240.0,1650.0,31980.0,9570.0,8180.0,28900.0,2660.0,14570.0,1930.0,18960.0,58930.0,9040.0,1000.0,13530.0,14500.0,3120.0,25500.0,1470.0,110.0,4030.0,60.0
Keep records of invoices and support documents.,keep records of invoices and support documents,Maintain financial or account records.,Maintain sales or financial records.,Documenting/Recording Information,Billing and Posting Clerks,billing and posting clerks,43-3021.00,Billing and Posting Clerks,43-3021,43-3021.00,Billing and Posting Clerks,Financial Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.916708682061108,False,3.208958846153846,4.4,87.56,0.2014621735384535,0.1,E2,E1,48500.0,39520.0,52170.0,47730.0,38780.0,56260.0,52670.0,52000.0,52110.0,64330.0,46540.0,47390.0,51240.0,46440.0,49730.0,46400.0,47110.0,46420.0,45590.0,43170.0,47840.0,52210.0,56110.0,46890.0,55810.0,41190.0,46760.0,46730.0,47410.0,47430.0,50710.0,51750.0,46120.0,53320.0,47160.0,48550.0,46390.0,45120.0,51860.0,46890.0,52910.0,45250.0,46180.0,46330.0,45910.0,46470.0,50730.0,47580.0,56090.0,39300.0,48230.0,44880.0,26900.0,28490.0,43430.0,404060.0,3780.0,370.0,8490.0,4390.0,41290.0,8170.0,4170.0,1270.0,530.0,28560.0,11450.0,1340.0,2850.0,21010.0,8060.0,3660.0,3890.0,5200.0,5970.0,1850.0,5960.0,7430.0,12550.0,6300.0,3040.0,8550.0,1890.0,3310.0,3720.0,1480.0,14910.0,2050.0,32770.0,7000.0,660.0,19480.0,4460.0,5030.0,15800.0,980.0,5550.0,770.0,7990.0,31150.0,4000.0,890.0,7500.0,11960.0,2180.0,7790.0,580.0,80.0,4800.0,30.0
Keep records of the quantities of food used.,keep records of the quantities of food used,Record operational or production data.,Maintain operational records.,Documenting/Recording Information,Food Preparation Workers,food preparation workers,35-2021.00,Food Preparation Workers,35-2021,35-2021.00,Food Preparation Workers,Cooks and Food Preparation Workers,Food Preparation and Serving Related Occupations,2026-05-31,0.0030529241359659,4.6667,False,1.3636830769230768,3.96,66.23,0.0913639082006429,0.1,E2,E1,35320.0,27930.0,35720.0,36750.0,27660.0,39350.0,38960.0,36650.0,35930.0,39600.0,35920.0,35250.0,38160.0,31510.0,34850.0,29700.0,30360.0,30280.0,26850.0,23620.0,36030.0,35500.0,38900.0,31180.0,34850.0,26240.0,31510.0,33860.0,35210.0,33460.0,36780.0,35540.0,33370.0,35610.0,30260.0,36800.0,34530.0,28540.0,37450.0,30840.0,35470.0,32180.0,30430.0,28700.0,30650.0,33540.0,36550.0,34900.0,40910.0,28360.0,34070.0,36110.0,21820.0,22400.0,30460.0,893600.0,17680.0,2800.0,16590.0,5500.0,112750.0,12080.0,12250.0,2400.0,3970.0,73100.0,26450.0,5950.0,4670.0,34820.0,16200.0,4170.0,7680.0,15390.0,30920.0,4560.0,13280.0,13620.0,17380.0,24620.0,7870.0,13650.0,2990.0,6890.0,11420.0,3420.0,24730.0,6850.0,62380.0,24960.0,980.0,19480.0,7430.0,11860.0,17940.0,2830.0,14460.0,3270.0,19780.0,81280.0,10530.0,1350.0,16340.0,19510.0,2960.0,17990.0,1620.0,530.0,4130.0,390.0
Keep records of work performed.,keep records of work performed,Maintain operational records.,Maintain operational records.,Documenting/Recording Information,Word Processors and Typists,word processors and typists,43-9022.00,Word Processors and Typists,43-9022,43-9022.00,Data Entry and Information Processing Workers,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.89185595567867,False,1.9937653846153849,3.85,79.9,0.1428128645783704,0.1,E2,E1,49280.0,46860.0,49280.0,42070.0,43010.0,56380.0,57550.0,49250.0,45480.0,49180.0,35770.0,31450.0,40060.0,49930.0,45490.0,39520.0,43210.0,49280.0,49280.0,49280.0,49280.0,47110.0,53740.0,47970.0,51550.0,49280.0,37440.0,49280.0,47080.0,41290.0,49280.0,49520.0,46400.0,48400.0,49280.0,49280.0,48670.0,43710.0,52420.0,41000.0,47040.0,42840.0,49280.0,49750.0,47720.0,49280.0,49280.0,46130.0,46110.0,36060.0,48540.0,49280.0,49280.0,32270.0,49280.0,35010.0,70.0,73.0,725.0,40.0,10270.0,59.99999999999999,170.0,50.0,120.0,1000.0,1094.0,270.0,59.99999999999999,490.0,120.0,360.0,322.0,160.0,433.0,143.0,210.0,350.0,520.0,210.0,260.0,260.0,114.0,80.0,170.0,153.0,3560.0000000000005,59.99999999999999,12340.0,1105.0,96.0,310.0,40.0,40.0,1170.0,120.0,30.0,102.0,90.0,290.0,388.0,68.0,290.0,140.0,80.0,180.0,62.99999999999999,14.999999999999998,1700.0,7.0
"Keep records on individual children, including daily observations and information about activities, meals served, and medications administered.",keep records on individual children including daily observations and information about activities meals served and medications administered,Maintain client information or service records.,Maintain operational records.,Documenting/Recording Information,Childcare Workers,childcare workers,39-9011.00,Childcare Workers,39-9011,39-9011.00,Childcare Workers,Other Personal Care and Service Workers,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.857112926880369,False,2.1183261538461537,4.27,81.66,0.1590794581107167,0.1,E2,E1,34980.0,22720.0,36200.0,35100.0,28450.0,40020.0,40750.0,36660.0,33210.0,47340.0,34210.0,28020.0,37030.0,30160.0,35830.0,30180.0,28420.0,29240.0,28920.0,22900.0,36350.0,36030.0,40900.0,30970.0,35520.0,22050.0,30790.0,35120.0,30740.0,29740.0,37080.0,36390.0,35840.0,37590.0,29140.0,30290.0,29680.0,27730.0,38650.0,30140.0,36940.0,29650.0,27940.0,29660.0,28570.0,31630.0,38030.0,34330.0,41680.0,27710.0,32460.0,28250.0,22020.0,22600.0,28010.0,518910.0,4580.0,1340.0,5530.0,5400.0,52780.0,13310.0,12020.0,1230.0,1350.0,21760.0,21040.0,1870.0,4430.0,23900.0,8280.0,6020.0,7430.0,5820.0,8000.0,4990.0,9750.0,13140.0,14010.0,11570.0,5420.0,12430.0,2190.0,9390.0,3740.0,2820.0,25070.0,4120.0,44020.0,12550.0,4030.0,11300.0,7590.0,5240.0,13000.0,1800.0,10660.0,2370.0,13650.0,34160.0,4830.0,1007.0,13930.0,4340.0,1930.0,5560.0,1110.0,221.0,1960.0,50.0
Keep records or prepare reports for owner or management concerning visits with clients.,keep records or prepare reports for owner or management concerning visits with clients,Write reports or evaluations.,Present research or technical information.,Documenting/Recording Information,Social and Human Service Assistants,social and human service assistants,21-1093.00,Social and Human Service Assistants,21-1093,21-1093.00,Miscellaneous Community and Social Service Specialists,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0030529241359659,4.9667,False,1.066048846153846,3.98,77.76,0.5179481944951076,0.7,E2,E1,45930.0,35830.0,47360.0,40730.0,36770.0,51090.0,47690.0,44730.0,40710.0,59460.0,44410.0,39480.0,42400.0,47540.0,46950.0,44550.0,42480.0,42570.0,37440.0,35780.0,47710.0,47210.0,47130.0,39160.0,49940.0,31200.0,41780.0,38570.0,38940.0,38570.0,46950.0,48420.0,46340.0,47190.0,42850.0,46260.0,38390.0,36740.0,51230.0,44050.0,47720.0,38550.0,38350.0,40310.0,45860.0,39930.0,46640.0,43450.0,54770.0,39290.0,47500.0,45290.0,38920.0,31570.0,37150.0,437860.0,3370.0,1370.0,7290.0,3530.0,58730.0,5410.0,9930.0,1050.0,2080.0,22670.0,7410.0,2230.0,3810.0,22220.0,11740.0,5230.0,6070.0,4670.0,3440.0,4580.0,7280.0,9180.0,12450.0,11110.0,3253.0,6200.0,1200.0,1460.0,2420.0,1860.0,17270.0,3050.0,40970.0,9020.0,1530.0,10970.0,3340.0,11260.0,24340.0,2290.0,5220.0,830.0,4380.0,21620.0,6540.0,1920.0,10670.0,7590.0,3320.0,7750.0,610.0,160.0,5560.0,60.0
Keep records or prepare reports for owner or management concerning visits with clients.,keep records or prepare reports for owner or management concerning visits with clients,Maintain social services program records.,Maintain operational records.,Documenting/Recording Information,Social and Human Service Assistants,social and human service assistants,21-1093.00,Social and Human Service Assistants,21-1093,21-1093.00,Miscellaneous Community and Social Service Specialists,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0030529241359659,4.9667,False,1.066048846153846,3.98,77.76,0.5179481944951076,0.7,E2,E1,45930.0,35830.0,47360.0,40730.0,36770.0,51090.0,47690.0,44730.0,40710.0,59460.0,44410.0,39480.0,42400.0,47540.0,46950.0,44550.0,42480.0,42570.0,37440.0,35780.0,47710.0,47210.0,47130.0,39160.0,49940.0,31200.0,41780.0,38570.0,38940.0,38570.0,46950.0,48420.0,46340.0,47190.0,42850.0,46260.0,38390.0,36740.0,51230.0,44050.0,47720.0,38550.0,38350.0,40310.0,45860.0,39930.0,46640.0,43450.0,54770.0,39290.0,47500.0,45290.0,38920.0,31570.0,37150.0,437860.0,3370.0,1370.0,7290.0,3530.0,58730.0,5410.0,9930.0,1050.0,2080.0,22670.0,7410.0,2230.0,3810.0,22220.0,11740.0,5230.0,6070.0,4670.0,3440.0,4580.0,7280.0,9180.0,12450.0,11110.0,3253.0,6200.0,1200.0,1460.0,2420.0,1860.0,17270.0,3050.0,40970.0,9020.0,1530.0,10970.0,3340.0,11260.0,24340.0,2290.0,5220.0,830.0,4380.0,21620.0,6540.0,1920.0,10670.0,7590.0,3320.0,7750.0,610.0,160.0,5560.0,60.0
Key and program specified commands and engineering specifications into computer system to change functions and test final layout.,key and program specified commands and engineering specifications into computer system to change functions and test final layout,Operate computer systems.,Operate computer systems or computerized equipment.,Working with Computers,Electrical and Electronics Drafters,electrical and electronics drafters,17-3012.00,Electrical and Electronics Drafters,17-3012,17-3012.00,Drafters,"Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0113071264295034,4.859451862262825,False,1.5050611538461538,3.6,50.79,0.0783852830637188,0.1,E2,E1,76870.0,51650.0,76870.0,73080.0,76870.0,78310.0,79300.0,66980.0,63460.0,76870.0,73010.0,80620.0,68050.0,81590.0,68310.0,80100.0,74470.0,60730.0,79050.0,62550.0,75100.0,75680.0,87290.0,73860.0,77330.0,58780.0,76690.0,76870.0,59570.0,71310.0,102070.0,77600.0,101330.0,77830.0,81960.0,76870.0,80840.0,69520.0,78170.0,72720.0,76870.0,76440.0,50840.0,77180.0,80620.0,79360.0,76870.0,64650.0,72250.0,76870.0,75650.0,64690.0,76870.0,56480.0,76870.0,17920.0,300.0,80.0,570.0,149.0,2730.0,750.0,430.0,60.0,80.0,660.0,470.0,80.0,100.0,150.0,360.0,180.0,210.0,80.0,150.0,110.0,380.0,470.0,380.0,250.0,110.0,420.0,59.0,190.0,250.0,220.0,240.0,390.0,850.0,430.0,90.0,510.0,290.0,330.0,500.0,57.0,290.0,40.0,340.0,1840.0,290.0,35.0,280.0,390.0,80.0,470.0,40.0,8.0,180.0,4.0
Key in processing instructions to program electronic equipment.,key in processing instructions to program electronic equipment,"Enter commands, instructions, or specifications into equipment.",Program computer systems or production equipment.,Working with Computers,Textile Bleaching and Dyeing Machine Operators and Tenders,textile bleaching and dyeing machine operators and tenders,51-6061.00,Textile Bleaching and Dyeing Machine Operators and Tenders,51-6061,51-6061.00,"Textile Machine Setters, Operators, and Tenders","Textile, Apparel, and Furnishings Workers",Production Occupations,2026-05-31,0.0113071264295034,4.898912933048867,False,3.159109230769231,4.37,57.2,0.1957003477814346,0.1,E2,E1,38180.0,33190.0,38180.0,38180.0,38180.0,36670.0,38180.0,38180.0,38180.0,38180.0,29850.0,41960.0,38180.0,38180.0,38180.0,38180.0,38180.0,38180.0,38180.0,38180.0,38180.0,38180.0,38180.0,44720.0,38180.0,43640.0,38180.0,38180.0,38180.0,38180.0,38180.0,36570.0,38180.0,39030.0,37610.0,38180.0,38180.0,38180.0,38180.0,38420.0,45930.0,39410.0,38180.0,37410.0,38180.0,38180.0,38180.0,38180.0,38180.0,38180.0,30930.0,38180.0,38180.0,38180.0,38180.0,5310.0,100.0,11.0,110.0,44.0,880.0,97.0,58.0,16.0,24.0,100.0,490.0,21.0,29.0,207.0,109.0,53.0,49.0,68.0,66.0,22.0,94.0,123.0,60.0,100.0,80.0,100.0,17.0,35.0,53.0,23.0,140.0,30.0,120.0,980.0,15.0,188.0,58.0,67.0,250.0,210.0,770.0,16.0,270.0,477.0,59.0,10.0,139.0,120.0,24.0,90.0,10.0,2.0,32.0,1.0
"Lead discussion sections, tutorials, or laboratory sections.",lead discussion sections tutorials or laboratory sections,Guide class discussions.,Teach academic or vocational subjects.,Training and Teaching Others,Graduate Teaching Assistants,graduate teaching assistants,25-1191.00,"Teaching Assistants, Postsecondary",25-9044,25-9044.00,Teaching Assistants,Other Educational Instruction and Library Occupations,Educational Instruction and Library Occupations,2026-05-31,0.0226142528590069,2.640990660090252,True,0.3292661538461539,4.28,71.57,0.1767910513530696,1.0,E0,E0,42910.0,22600.0,35790.0,49810.0,23140.0,49140.0,37450.0,42910.0,42910.0,43160.0,37770.0,48800.0,42910.0,37310.0,36040.0,34910.0,38960.0,41580.0,49680.0,37950.0,47210.0,58330.0,56370.0,39830.0,53380.0,42910.0,42910.0,30070.0,39650.0,24960.0,26810.0,54260.0,48270.0,43610.0,50050.0,49960.0,48710.0,49920.0,49550.0,38020.0,49420.0,46760.0,39840.0,36950.0,55670.0,52300.0,48620.0,49890.0,50460.0,35960.0,47990.0,42910.0,42910.0,47440.0,42910.0,164090.0,2216.0,70.0,7200.0,2600.0,19120.0,530.0,4700.0,508.0,130.0,9130.0,2470.0,658.0,220.0,12340.0,1940.0,560.0,640.0,990.0,440.0,90.0,5030.0,3040.0,18440.0,600.0,390.0,3078.0,380.0,730.0,540.0,480.0,3390.0,370.0,17390.0,2900.0,90.0,2210.0,1680.0,880.0,2480.0,50.0,2730.0,460.0,300.0,13540.0,2020.0,60.0,1660.0,1480.0,40.0,4210.0,294.0,70.0,1640.0,34.0
"Lead discussion sections, tutorials, or laboratory sections.",lead discussion sections tutorials or laboratory sections,Supervise laboratory work.,Supervise personnel activities.,"Guiding, Directing, and Motivating Subordinates",Graduate Teaching Assistants,graduate teaching assistants,25-1191.00,"Teaching Assistants, Postsecondary",25-9044,25-9044.00,Teaching Assistants,Other Educational Instruction and Library Occupations,Educational Instruction and Library Occupations,2026-05-31,0.0226142528590069,2.640990660090252,True,0.3292661538461539,4.28,71.57,0.1767910513530696,1.0,E0,E0,42910.0,22600.0,35790.0,49810.0,23140.0,49140.0,37450.0,42910.0,42910.0,43160.0,37770.0,48800.0,42910.0,37310.0,36040.0,34910.0,38960.0,41580.0,49680.0,37950.0,47210.0,58330.0,56370.0,39830.0,53380.0,42910.0,42910.0,30070.0,39650.0,24960.0,26810.0,54260.0,48270.0,43610.0,50050.0,49960.0,48710.0,49920.0,49550.0,38020.0,49420.0,46760.0,39840.0,36950.0,55670.0,52300.0,48620.0,49890.0,50460.0,35960.0,47990.0,42910.0,42910.0,47440.0,42910.0,164090.0,2216.0,70.0,7200.0,2600.0,19120.0,530.0,4700.0,508.0,130.0,9130.0,2470.0,658.0,220.0,12340.0,1940.0,560.0,640.0,990.0,440.0,90.0,5030.0,3040.0,18440.0,600.0,390.0,3078.0,380.0,730.0,540.0,480.0,3390.0,370.0,17390.0,2900.0,90.0,2210.0,1680.0,880.0,2480.0,50.0,2730.0,460.0,300.0,13540.0,2020.0,60.0,1660.0,1480.0,40.0,4210.0,294.0,70.0,1640.0,34.0
"Lead party games, such as dance-offs or prize giveaways.",lead party games such as danceoffs or prize giveaways,Conduct amusement or gaming activities.,Conduct amusement or gaming activities.,Performing for or Working Directly with the Public,"Entertainers and Performers, Sports and Related Workers, All Other",entertainers and performers sports and related workers all other,27-2099.00,"Disc Jockeys, Except Radio",27-2091,27-2091.00,"Miscellaneous Entertainers and Performers, Sports and Related Workers","Entertainers and Performers, Sports and Related Workers","Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0113071264295034,4.45407180881187,True,2.590833692307692,4.540666666666667,73.10466666666666,0.3733243536754041,0.1285714285714286,E0,E0,44948.8,44948.8,44948.8,46072.0,44948.8,44948.8,43492.8,44948.8,44948.8,44948.8,34112.0,43035.2,113464.0,46446.4,47569.6,44948.8,44948.8,44948.8,44948.8,44948.8,44948.8,44948.8,44948.8,44948.8,44948.8,44948.8,32926.4,44948.8,44948.8,24960.0,44948.8,44948.8,44948.8,53060.80000000001,54704.0,44948.8,44948.8,44948.8,32344.0,44948.8,44948.8,44948.8,56721.6,45240.0,37564.8,44948.8,44948.8,44948.8,47403.19999999999,44948.8,57595.2,44948.8,44948.8,44948.8,44948.8,7920.0,107.0,16.0,80.0,66.0,2190.0,60.0,86.0,25.0,36.0,502.0,140.0,70.0,100.0,309.0,162.0,130.0,73.0,101.0,98.0,32.0,140.0,150.0,360.0,149.0,59.0,360.0,26.0,80.0,79.0,35.0,220.0,44.0,450.0,100.0,22.0,190.0,86.0,40.0,100.0,25.0,117.0,50.0,166.0,820.0,88.0,15.0,208.0,180.0,35.0,360.0,14.0,3.0,47.0,2.0
Learn about competitors' products or consumers' interests or concerns to answer questions or provide more complete information.,learn about competitors products or consumers interests or concerns to answer questions or provide more complete information,Gather customer or product information to determine customer needs.,Collect data about consumer needs or opinions.,Getting Information,Demonstrators and Product Promoters,demonstrators and product promoters,41-9011.00,Demonstrators and Product Promoters,41-9011,41-9011.00,"Models, Demonstrators, and Product Promoters",Other Sales and Related Workers,Sales and Related Occupations,2026-05-31,0.0030529241359659,4.918000619642672,False,1.5103476923076924,3.98,69.07,0.0947977955414633,0.1,E1,E2,39320.0,28630.0,39320.0,39780.0,33640.0,46220.0,37750.0,36890.0,31200.0,39750.0,31300.0,32180.0,38490.0,31370.0,36550.0,47630.0,37050.0,33770.0,42910.0,29680.0,35880.0,38900.0,47590.0,50290.0,34180.0,28470.0,37740.0,33070.0,32180.0,45030.0,38510.0,36420.0,29110.0,49150.0,36650.0,32180.0,34610.0,45760.0,38430.0,36910.0,47600.0,38590.0,29560.0,35070.0,38780.0,38280.0,37040.0,41600.0,38670.0,39320.0,38220.0,39320.0,39320.0,22530.0,39320.0,64520.0,871.0,134.0,3130.0,180.0,18140.0,1150.0,490.0,200.0,150.0,3160.0,560.0,280.0,330.0,2890.0,530.0,280.0,380.0,480.0,798.0,190.0,170.0,1000.0,1360.0,1400.0,160.0,610.0,100.0,200.0,1200.0,60.0,1550.0,560.0,4510.0,2037.0,177.0,710.0,470.0,1700.0,720.0,50.0,190.0,70.0,430.0,4930.0,800.0,150.0,1870.0,4020.000000000001,289.0,220.0,116.0,27.0,930.0,13.0
Learn about competitors' products or consumers' interests or concerns to answer questions or provide more complete information.,learn about competitors products or consumers interests or concerns to answer questions or provide more complete information,Study product information to acquire professional knowledge.,Maintain current knowledge in area of expertise.,Updating and Using Relevant Knowledge,Demonstrators and Product Promoters,demonstrators and product promoters,41-9011.00,Demonstrators and Product Promoters,41-9011,41-9011.00,"Models, Demonstrators, and Product Promoters",Other Sales and Related Workers,Sales and Related Occupations,2026-05-31,0.0030529241359659,4.918000619642672,False,1.5103476923076924,3.98,69.07,0.0947977955414633,0.1,E1,E2,39320.0,28630.0,39320.0,39780.0,33640.0,46220.0,37750.0,36890.0,31200.0,39750.0,31300.0,32180.0,38490.0,31370.0,36550.0,47630.0,37050.0,33770.0,42910.0,29680.0,35880.0,38900.0,47590.0,50290.0,34180.0,28470.0,37740.0,33070.0,32180.0,45030.0,38510.0,36420.0,29110.0,49150.0,36650.0,32180.0,34610.0,45760.0,38430.0,36910.0,47600.0,38590.0,29560.0,35070.0,38780.0,38280.0,37040.0,41600.0,38670.0,39320.0,38220.0,39320.0,39320.0,22530.0,39320.0,64520.0,871.0,134.0,3130.0,180.0,18140.0,1150.0,490.0,200.0,150.0,3160.0,560.0,280.0,330.0,2890.0,530.0,280.0,380.0,480.0,798.0,190.0,170.0,1000.0,1360.0,1400.0,160.0,610.0,100.0,200.0,1200.0,60.0,1550.0,560.0,4510.0,2037.0,177.0,710.0,470.0,1700.0,720.0,50.0,190.0,70.0,430.0,4930.0,800.0,150.0,1870.0,4020.000000000001,289.0,220.0,116.0,27.0,930.0,13.0
"Listen to and resolve customer complaints regarding services, products, or personnel.",listen to and resolve customer complaints regarding services products or personnel,Explain technical product or service information to customers.,Explain technical details of products or services.,Interpreting the Meaning of Information for Others,First-Line Supervisors of Non-Retail Sales Workers,firstline supervisors of nonretail sales workers,41-1012.00,First-Line Supervisors of Non-Retail Sales Workers,41-1012,41-1012.00,First-Line Supervisors of Sales Workers,Supervisors of Sales Workers,Sales and Related Occupations,2026-05-31,0.0030529241359659,4.6605196128374935,False,1.117158076923077,3.88,81.48,0.2245163533219577,0.3,E1,E2,87520.0,77070.0,83900.0,82350.0,64980.0,81140.0,110450.0,78950.0,86260.0,88420.0,81650.0,82400.0,63490.0,78200.0,88820.0,84650.0,89640.0,74220.0,73320.0,73700.0,82910.0,82620.0,115150.0,80170.0,88510.0,68180.0,79440.0,77030.0,82980.0,76750.0,97470.0,99030.0,75540.0,121780.0,91200.0,79060.0,81720.0,74840.0,80460.0,82870.0,85420.0,77130.0,105680.0,85980.0,74590.0,81600.0,81850.0,98170.0,95150.0,62970.0,91980.0,80230.0,45900.0,46260.0,77520.0,214390.0,2410.0,540.0,2550.0,1800.0,19600.0,8230.0,1430.0,960.0,580.0,15120.0,10460.0,890.0,970.0,5280.0,3820.0,2530.0,840.0,2090.0,1840.0,820.0,3050.0,5490.0,3490.0,2130.0,1860.0,2910.0,660.0,1870.0,1510.0,1460.0,10370.0,880.0,16870.0,11080.0,310.0,5980.0,2620.0,2080.0,5930.0,350.0,3230.0,680.0,4510.0,20690.0,1850.0,200.0,9020.0,4830.0,510.0,4930.0,260.0,50.0,1270.0,40.0
"Listen to and resolve customer complaints regarding services, products, or personnel.",listen to and resolve customer complaints regarding services products or personnel,Answer customer questions about goods or services.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,First-Line Supervisors of Non-Retail Sales Workers,firstline supervisors of nonretail sales workers,41-1012.00,First-Line Supervisors of Non-Retail Sales Workers,41-1012,41-1012.00,First-Line Supervisors of Sales Workers,Supervisors of Sales Workers,Sales and Related Occupations,2026-05-31,0.0030529241359659,4.6605196128374935,False,1.117158076923077,3.88,81.48,0.2245163533219577,0.3,E1,E2,87520.0,77070.0,83900.0,82350.0,64980.0,81140.0,110450.0,78950.0,86260.0,88420.0,81650.0,82400.0,63490.0,78200.0,88820.0,84650.0,89640.0,74220.0,73320.0,73700.0,82910.0,82620.0,115150.0,80170.0,88510.0,68180.0,79440.0,77030.0,82980.0,76750.0,97470.0,99030.0,75540.0,121780.0,91200.0,79060.0,81720.0,74840.0,80460.0,82870.0,85420.0,77130.0,105680.0,85980.0,74590.0,81600.0,81850.0,98170.0,95150.0,62970.0,91980.0,80230.0,45900.0,46260.0,77520.0,214390.0,2410.0,540.0,2550.0,1800.0,19600.0,8230.0,1430.0,960.0,580.0,15120.0,10460.0,890.0,970.0,5280.0,3820.0,2530.0,840.0,2090.0,1840.0,820.0,3050.0,5490.0,3490.0,2130.0,1860.0,2910.0,660.0,1870.0,1510.0,1460.0,10370.0,880.0,16870.0,11080.0,310.0,5980.0,2620.0,2080.0,5930.0,350.0,3230.0,680.0,4510.0,20690.0,1850.0,200.0,9020.0,4830.0,510.0,4930.0,260.0,50.0,1270.0,40.0
Listen to music before playing at events to ensure recordings are appropriate and meet quality standards.,listen to music before playing at events to ensure recordings are appropriate and meet quality standards,Review audio or video recordings.,Study details of artistic productions.,Getting Information,"Entertainers and Performers, Sports and Related Workers, All Other",entertainers and performers sports and related workers all other,27-2099.00,"Disc Jockeys, Except Radio",27-2091,27-2091.00,"Miscellaneous Entertainers and Performers, Sports and Related Workers","Entertainers and Performers, Sports and Related Workers","Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.933263707571802,False,0.5256672222222222,4.032592592592592,87.16814814814815,0.2181422921928457,0.3677785348534276,E2,E1,44948.8,44948.8,44948.8,46072.0,44948.8,44948.8,43492.8,44948.8,44948.8,44948.8,34112.0,43035.2,113464.0,46446.4,47569.6,44948.8,44948.8,44948.8,44948.8,44948.8,44948.8,44948.8,44948.8,44948.8,44948.8,44948.8,32926.4,44948.8,44948.8,24960.0,44948.8,44948.8,44948.8,53060.80000000001,54704.0,44948.8,44948.8,44948.8,32344.0,44948.8,44948.8,44948.8,56721.6,45240.0,37564.8,44948.8,44948.8,44948.8,47403.19999999999,44948.8,57595.2,44948.8,44948.8,44948.8,44948.8,7920.0,107.0,16.0,80.0,66.0,2190.0,60.0,86.0,25.0,36.0,502.0,140.0,70.0,100.0,309.0,162.0,130.0,73.0,101.0,98.0,32.0,140.0,150.0,360.0,149.0,59.0,360.0,26.0,80.0,79.0,35.0,220.0,44.0,450.0,100.0,22.0,190.0,86.0,40.0,100.0,25.0,117.0,50.0,166.0,820.0,88.0,15.0,208.0,180.0,35.0,360.0,14.0,3.0,47.0,2.0
Listen to music before playing at events to ensure recordings are appropriate and meet quality standards.,listen to music before playing at events to ensure recordings are appropriate and meet quality standards,Select resources needed to accomplish tasks.,Select materials or equipment for operations or projects.,Making Decisions and Solving Problems,"Entertainers and Performers, Sports and Related Workers, All Other",entertainers and performers sports and related workers all other,27-2099.00,"Disc Jockeys, Except Radio",27-2091,27-2091.00,"Miscellaneous Entertainers and Performers, Sports and Related Workers","Entertainers and Performers, Sports and Related Workers","Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.933263707571802,False,0.5256672222222222,4.032592592592592,87.16814814814815,0.2181422921928457,0.3677785348534276,E2,E1,44948.8,44948.8,44948.8,46072.0,44948.8,44948.8,43492.8,44948.8,44948.8,44948.8,34112.0,43035.2,113464.0,46446.4,47569.6,44948.8,44948.8,44948.8,44948.8,44948.8,44948.8,44948.8,44948.8,44948.8,44948.8,44948.8,32926.4,44948.8,44948.8,24960.0,44948.8,44948.8,44948.8,53060.80000000001,54704.0,44948.8,44948.8,44948.8,32344.0,44948.8,44948.8,44948.8,56721.6,45240.0,37564.8,44948.8,44948.8,44948.8,47403.19999999999,44948.8,57595.2,44948.8,44948.8,44948.8,44948.8,7920.0,107.0,16.0,80.0,66.0,2190.0,60.0,86.0,25.0,36.0,502.0,140.0,70.0,100.0,309.0,162.0,130.0,73.0,101.0,98.0,32.0,140.0,150.0,360.0,149.0,59.0,360.0,26.0,80.0,79.0,35.0,220.0,44.0,450.0,100.0,22.0,190.0,86.0,40.0,100.0,25.0,117.0,50.0,166.0,820.0,88.0,15.0,208.0,180.0,35.0,360.0,14.0,3.0,47.0,2.0
"Listen to speakers' statements to determine meanings and to prepare translations, using electronic listening systems as necessary.",listen to speakers statements to determine meanings and to prepare translations using electronic listening systems as necessary,Translate information for others.,"Interpret language, cultural, or religious information for others.",Interpreting the Meaning of Information for Others,Interpreters and Translators,interpreters and translators,27-3091.00,Interpreters and Translators,27-3091,27-3091.00,Miscellaneous Media and Communication Workers,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.42315014595761,False,3.784499230769231,4.48,82.58,0.825182190113762,0.3,E1,E1,60170.0,46130.0,60170.0,50150.0,52490.0,70770.0,71790.0,68340.0,60170.0,109970.0,48930.0,57880.0,42270.0,66130.0,55290.0,48140.0,48150.0,47950.0,53590.0,48420.0,63470.0,88550.0,72750.0,45310.0,66410.0,57130.0,57010.0,47850.0,53050.0,50370.0,56370.0,58970.0,63550.0,84090.0,50030.0,48190.0,61230.0,48980.0,66300.0,57040.0,82320.0,50860.0,53140.0,51080.0,47510.0,65770.0,62450.0,63030.0,61750.0,60170.0,63390.0,60170.0,60170.0,42990.0,60170.0,52060.0,310.0,150.0,2070.0,220.0,5560.0,800.0000000000001,280.0,110.0,280.0,4200.0,1600.0000000000002,59.99999999999999,300.0,1510.0,1170.0,560.0,470.0,480.0,120.0,90.0,1150.0,2280.0,940.0,1030.0,80.0,440.0,59.99999999999999,570.0,320.0,240.0,870.0,360.0,3240.0,1780.0,130.0,2030.0,320.0,660.0,1420.0,200.00000000000003,520.0,230.0,710.0,6780.0,849.9999999999999,80.0,1630.0,1250.0,120.0,1410.0,93.0,22.0,130.0,11.0
"Locate and correct data entry errors, or report them to supervisors.",locate and correct data entry errors or report them to supervisors,Check data for recording errors.,Evaluate the quality or accuracy of data.,Processing Information,Data Entry Keyers,data entry keyers,43-9021.00,Data Entry Keyers,43-9021,43-9021.00,Data Entry and Information Processing Workers,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.788188413201184,False,4.359027692307692,4.82,94.48,1.082125189537529,0.3,E1,E1,41340.0,35130.0,40700.0,43200.0,33860.0,47010.0,43910.0,38560.0,37810.0,55170.0,38880.0,41270.0,47630.0,42810.0,42840.0,40550.0,43640.0,38290.0,36870.0,36920.0,48190.0,38970.0,47560.0,38080.0,44280.0,34540.0,41340.0,42340.0,39600.0,39260.0,43440.0,42470.0,49810.0,44860.0,39610.0,48300.0,40220.0,38590.0,41340.0,38810.0,44980.0,38070.0,34320.0,40490.0,38880.0,47180.0,43280.0,38900.0,47480.0,35900.0,38170.0,45870.0,25730.0,23940.0,33280.0,127080.0,1060.0,160.0,3420.0,1000.0,14520.0,1190.0,1290.0,410.0,200.0,7650.0,3410.0,210.0,540.0,5910.0,2370.0,1180.0,1210.0,2020.0,1800.0,140.0,1850.0,1590.0,3290.0,1360.0,530.0,2720.0,300.0,1260.0,800.0,790.0,4940.0,300.0,9470.0,3330.0,110.0,4530.0,1290.0,1840.0,5270.0,270.0,1490.0,30.0,2360.0,17850.0,2140.0,290.0,2890.0,1360.0,660.0,2360.0,140.0,100.0,2000.0,70.0
"Locate and correct data entry errors, or report them to supervisors.",locate and correct data entry errors or report them to supervisors,Provide information to coworkers.,Communicate with others about operational plans or activities.,"Communicating with Supervisors, Peers, or Subordinates",Data Entry Keyers,data entry keyers,43-9021.00,Data Entry Keyers,43-9021,43-9021.00,Data Entry and Information Processing Workers,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.788188413201184,False,4.359027692307692,4.82,94.48,1.082125189537529,0.3,E1,E1,41340.0,35130.0,40700.0,43200.0,33860.0,47010.0,43910.0,38560.0,37810.0,55170.0,38880.0,41270.0,47630.0,42810.0,42840.0,40550.0,43640.0,38290.0,36870.0,36920.0,48190.0,38970.0,47560.0,38080.0,44280.0,34540.0,41340.0,42340.0,39600.0,39260.0,43440.0,42470.0,49810.0,44860.0,39610.0,48300.0,40220.0,38590.0,41340.0,38810.0,44980.0,38070.0,34320.0,40490.0,38880.0,47180.0,43280.0,38900.0,47480.0,35900.0,38170.0,45870.0,25730.0,23940.0,33280.0,127080.0,1060.0,160.0,3420.0,1000.0,14520.0,1190.0,1290.0,410.0,200.0,7650.0,3410.0,210.0,540.0,5910.0,2370.0,1180.0,1210.0,2020.0,1800.0,140.0,1850.0,1590.0,3290.0,1360.0,530.0,2720.0,300.0,1260.0,800.0,790.0,4940.0,300.0,9470.0,3330.0,110.0,4530.0,1290.0,1840.0,5270.0,270.0,1490.0,30.0,2360.0,17850.0,2140.0,290.0,2890.0,1360.0,660.0,2360.0,140.0,100.0,2000.0,70.0
"Locate and deliver information or data as requested by customers, such as contractors, government entities, and members of the public.",locate and deliver information or data as requested by customers such as contractors government entities and members of the public,"Search files, databases or reference materials to obtain needed information.",Gather information from physical or electronic sources.,Getting Information,Geological and Petroleum Technicians,geological and petroleum technicians,19-4041.00,Hydrologic Technicians,19-4044,19-4044.00,Environmental Science and Geoscience Technicians,"Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Occupations",2026-05-31,0.1130712642950345,4.579505664263646,False,0.9605668055555556,3.943888888888889,77.10277777777777,0.4106531875818514,0.3619355489154665,E2,E2,60976.66666666666,52541.1111111111,66014.44444444444,60166.66666666666,56401.1111111111,70330.0,58446.66666666666,60976.66666666666,60976.66666666666,60976.66666666666,57873.333333333336,56083.333333333336,60976.66666666666,52193.333333333336,53006.66666666666,67081.11111111111,60976.66666666666,58127.777777777774,60060.0,63153.333333333336,60976.66666666666,79043.33333333333,69756.66666666667,60271.1111111111,60976.66666666666,60976.66666666666,73285.55555555555,54206.66666666666,61704.44444444444,70340.0,63518.88888888888,63785.55555555556,72980.0,62510.0,55756.66666666666,57731.1111111111,51043.333333333336,56281.1111111111,60036.66666666666,59406.66666666666,60976.66666666666,58371.1111111111,60976.66666666666,41536.66666666666,74546.66666666667,60976.66666666666,60976.66666666666,54556.66666666666,78130.0,55270.0,60392.22222222222,61674.44444444444,60976.66666666666,58432.22222222222,60976.66666666666,4220.0,57.0,29.33333333333333,62.333333333333336,33.33333333333333,360.0,81.33333333333334,46.0,13.0,19.0,260.0,50.0,17.0,56.66666666666667,136.0,86.0,42.0,39.0,40.0,80.0,17.0,43.333333333333336,53.333333333333336,129.33333333333331,80.0,31.0,53.0,80.0,28.0,106.66666666666669,39.333333333333336,65.33333333333333,41.0,126.66666666666666,156.66666666666666,38.0,96.66666666666669,167.33333333333331,76.66666666666667,146.66666666666669,14.0,71.33333333333334,12.0,95.33333333333331,910.0,47.0,8.0,63.66666666666667,78.66666666666666,32.666666666666664,59.66666666666667,35.333333333333336,2.0,28.333333333333336,1.0
"Locate and deliver information or data as requested by customers, such as contractors, government entities, and members of the public.",locate and deliver information or data as requested by customers such as contractors government entities and members of the public,Communicate with the public on environmental issues.,Communicate environmental or sustainability information.,"Communicating with Supervisors, Peers, or Subordinates",Geological and Petroleum Technicians,geological and petroleum technicians,19-4041.00,Hydrologic Technicians,19-4044,19-4044.00,Environmental Science and Geoscience Technicians,"Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Occupations",2026-05-31,0.1130712642950345,4.579505664263646,False,0.9605668055555556,3.943888888888889,77.10277777777777,0.4106531875818514,0.3619355489154665,E2,E2,60976.66666666666,52541.1111111111,66014.44444444444,60166.66666666666,56401.1111111111,70330.0,58446.66666666666,60976.66666666666,60976.66666666666,60976.66666666666,57873.333333333336,56083.333333333336,60976.66666666666,52193.333333333336,53006.66666666666,67081.11111111111,60976.66666666666,58127.777777777774,60060.0,63153.333333333336,60976.66666666666,79043.33333333333,69756.66666666667,60271.1111111111,60976.66666666666,60976.66666666666,73285.55555555555,54206.66666666666,61704.44444444444,70340.0,63518.88888888888,63785.55555555556,72980.0,62510.0,55756.66666666666,57731.1111111111,51043.333333333336,56281.1111111111,60036.66666666666,59406.66666666666,60976.66666666666,58371.1111111111,60976.66666666666,41536.66666666666,74546.66666666667,60976.66666666666,60976.66666666666,54556.66666666666,78130.0,55270.0,60392.22222222222,61674.44444444444,60976.66666666666,58432.22222222222,60976.66666666666,4220.0,57.0,29.33333333333333,62.333333333333336,33.33333333333333,360.0,81.33333333333334,46.0,13.0,19.0,260.0,50.0,17.0,56.66666666666667,136.0,86.0,42.0,39.0,40.0,80.0,17.0,43.333333333333336,53.333333333333336,129.33333333333331,80.0,31.0,53.0,80.0,28.0,106.66666666666669,39.333333333333336,65.33333333333333,41.0,126.66666666666666,156.66666666666666,38.0,96.66666666666669,167.33333333333331,76.66666666666667,146.66666666666669,14.0,71.33333333333334,12.0,95.33333333333331,910.0,47.0,8.0,63.66666666666667,78.66666666666666,32.666666666666664,59.66666666666667,35.333333333333336,2.0,28.333333333333336,1.0
"Locate and monitor overdue accounts, using computers and a variety of automated systems.",locate and monitor overdue accounts using computers and a variety of automated systems,Monitor financial information.,Monitor financial data or activities.,"Monitoring Processes, Materials, or Surroundings",Bill and Account Collectors,bill and account collectors,43-3011.00,Bill and Account Collectors,43-3011,43-3011.00,Bill and Account Collectors,Financial Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.931820661066871,False,3.770155384615385,4.52,92.32,0.3063735438913701,0.1,E0,E2,47030.0,40330.0,60810.0,47740.0,39110.0,57930.0,50090.0,57930.0,46680.0,62230.0,46410.0,46300.0,53570.0,41880.0,48140.0,45240.0,46000.0,45760.0,48330.0,39130.0,48890.0,50010.0,59800.0,47130.0,49580.0,37680.0,41760.0,45420.0,43210.0,48750.0,44450.0,52510.0,46560.0,47170.0,42910.0,46660.0,46230.0,44820.0,50880.0,46660.0,52000.0,43140.0,46620.0,40920.0,45710.0,45240.0,57630.0,43770.0,48460.0,43960.0,49090.0,42110.0,37320.0,25570.0,47030.0,158830.0,2090.0,310.0,6300.0,850.0,13880.0,1670.0,900.0,990.0,240.0,13180.0,5280.0,180.0,510.0,5080.0,2690.0,830.0,1350.0,1740.0,1690.0,410.0,2090.0,2510.0,2990.0,2860.0,1150.0,3770.0,640.0,730.0,2350.0,1120.0,3310.0,440.0,8800.0,5460.0,270.0,6620.0,1740.0,830.0,6680.0,370.0,4430.0,1120.0,3890.0,21720.0,2430.0,80.0,4590.0,2260.0,670.0,2570.0,180.0,70.0,2850.0,33.0
"Locate and notify customers of delinquent accounts by mail, telephone, or personal visits to solicit payment.",locate and notify customers of delinquent accounts by mail telephone or personal visits to solicit payment,Provide notifications to customers or patrons.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,Bill and Account Collectors,bill and account collectors,43-3011.00,Bill and Account Collectors,43-3011,43-3011.00,Bill and Account Collectors,Financial Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.890589916309451,False,3.1656973076923074,4.52,95.25,0.7781821333015414,0.3,E2,E2,47030.0,40330.0,60810.0,47740.0,39110.0,57930.0,50090.0,57930.0,46680.0,62230.0,46410.0,46300.0,53570.0,41880.0,48140.0,45240.0,46000.0,45760.0,48330.0,39130.0,48890.0,50010.0,59800.0,47130.0,49580.0,37680.0,41760.0,45420.0,43210.0,48750.0,44450.0,52510.0,46560.0,47170.0,42910.0,46660.0,46230.0,44820.0,50880.0,46660.0,52000.0,43140.0,46620.0,40920.0,45710.0,45240.0,57630.0,43770.0,48460.0,43960.0,49090.0,42110.0,37320.0,25570.0,47030.0,158830.0,2090.0,310.0,6300.0,850.0,13880.0,1670.0,900.0,990.0,240.0,13180.0,5280.0,180.0,510.0,5080.0,2690.0,830.0,1350.0,1740.0,1690.0,410.0,2090.0,2510.0,2990.0,2860.0,1150.0,3770.0,640.0,730.0,2350.0,1120.0,3310.0,440.0,8800.0,5460.0,270.0,6620.0,1740.0,830.0,6680.0,370.0,4430.0,1120.0,3890.0,21720.0,2430.0,80.0,4590.0,2260.0,670.0,2570.0,180.0,70.0,2850.0,33.0
"Locate and record data on sales of comparable property using specialized software, internet searches, or personal records.",locate and record data on sales of comparable property using specialized software internet searches or personal records,Gather information in order to provide services to clients.,Gather information from physical or electronic sources.,Getting Information,Appraisers and Assessors of Real Estate,appraisers and assessors of real estate,13-2021.00,Appraisers of Personal and Business Property,13-2022,13-2022.00,Property Appraisers and Assessors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.930170466214829,False,1.4039857692307691,4.73,100.0,0.7938224788632244,0.7,E2,E2,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,28535.0,385.0,59.0,591.0,238.0,3320.0,524.0,309.0,88.0,128.0,1810.0,891.0,114.0,156.0,1112.0,584.0,284.0,262.0,365.0,353.0,117.0,504.0,663.0,803.0,538.0,212.0,535.0,93.0,187.0,283.0,125.0,781.0,159.0,1765.9999999999998,901.0,78.0,1012.0,311.0,358.99999999999994,1106.0,91.0,420.0,83.0,598.0,2565.0,316.0,55.0,749.0,647.0,128.0,536.0,51.0,12.0,171.0,6.0
"Locate and record data on sales of comparable property using specialized software, internet searches, or personal records.",locate and record data on sales of comparable property using specialized software internet searches or personal records,Enter information into databases or software programs.,Process digital or online data.,Working with Computers,Appraisers and Assessors of Real Estate,appraisers and assessors of real estate,13-2021.00,Appraisers of Personal and Business Property,13-2022,13-2022.00,Property Appraisers and Assessors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.930170466214829,False,1.4039857692307691,4.73,100.0,0.7938224788632244,0.7,E2,E2,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,28535.0,385.0,59.0,591.0,238.0,3320.0,524.0,309.0,88.0,128.0,1810.0,891.0,114.0,156.0,1112.0,584.0,284.0,262.0,365.0,353.0,117.0,504.0,663.0,803.0,538.0,212.0,535.0,93.0,187.0,283.0,125.0,781.0,159.0,1765.9999999999998,901.0,78.0,1012.0,311.0,358.99999999999994,1106.0,91.0,420.0,83.0,598.0,2565.0,316.0,55.0,749.0,647.0,128.0,536.0,51.0,12.0,171.0,6.0
"Locate files relating to specified design project in database library, load program into computer, and record completed job data.",locate files relating to specified design project in database library load program into computer and record completed job data,Operate computer systems.,Operate computer systems or computerized equipment.,Working with Computers,Electrical and Electronics Drafters,electrical and electronics drafters,17-3012.00,Electrical and Electronics Drafters,17-3012,17-3012.00,Drafters,"Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.919761931004078,False,2.3302553846153846,3.9,81.44,0.1546938069896797,0.1,E2,E2,76870.0,51650.0,76870.0,73080.0,76870.0,78310.0,79300.0,66980.0,63460.0,76870.0,73010.0,80620.0,68050.0,81590.0,68310.0,80100.0,74470.0,60730.0,79050.0,62550.0,75100.0,75680.0,87290.0,73860.0,77330.0,58780.0,76690.0,76870.0,59570.0,71310.0,102070.0,77600.0,101330.0,77830.0,81960.0,76870.0,80840.0,69520.0,78170.0,72720.0,76870.0,76440.0,50840.0,77180.0,80620.0,79360.0,76870.0,64650.0,72250.0,76870.0,75650.0,64690.0,76870.0,56480.0,76870.0,17920.0,300.0,80.0,570.0,149.0,2730.0,750.0,430.0,60.0,80.0,660.0,470.0,80.0,100.0,150.0,360.0,180.0,210.0,80.0,150.0,110.0,380.0,470.0,380.0,250.0,110.0,420.0,59.0,190.0,250.0,220.0,240.0,390.0,850.0,430.0,90.0,510.0,290.0,330.0,500.0,57.0,290.0,40.0,340.0,1840.0,290.0,35.0,280.0,390.0,80.0,470.0,40.0,8.0,180.0,4.0
Locate items requested by customers.,locate items requested by customers,Provide customers with general information or assistance.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,Dining Room and Cafeteria Attendants and Bartender Helpers,dining room and cafeteria attendants and bartender helpers,35-9011.00,Dining Room and Cafeteria Attendants and Bartender Helpers,35-9011,35-9011.00,Dining Room and Cafeteria Attendants and Bartender Helpers,Other Food Preparation and Serving Related Workers,Food Preparation and Serving Related Occupations,2026-05-31,0.0113071264295034,4.856993080310337,True,4.872011153846154,4.35,96.49,0.1921733251317466,0.3775037876971084,E0,E0,33980.0,22470.0,27040.0,36500.0,27670.0,36010.0,36790.0,34540.0,31880.0,39080.0,33280.0,28920.0,51200.0,27810.0,31200.0,28320.0,28210.0,26300.0,26330.0,26780.0,38560.0,37020.0,35380.0,30390.0,29210.0,23180.0,31850.0,27510.0,30690.0,27460.0,26290.0,34170.0,29360.0,36740.0,27560.0,31010.0,29400.0,26830.0,36800.0,29310.0,31200.0,26830.0,29920.0,29470.0,21550.0,27010.0,34120.0,32410.0,41420.0,27150.0,27080.0,24600.0,21720.0,22450.0,51760.0,542750.0,3420.0,860.0,13300.0,2160.0,75460.0,8460.0,5810.0,1540.0,4130.0,50400.0,14540.0,4380.0,1520.0,21290.0,10220.0,3250.0,2960.0,3350.0,4810.0,1540.0,13240.0,11510.0,13050.0,7220.0,2620.0,11590.0,1150.0,2160.0,12750.0,1510.0,16490.0,2960.0,41340.0,11230.0,890.0,13670.0,5400.0,3910.0,20800.0,2880.0,6220.0,2550.0,11330.0,60270.0,4490.0,1054.0,11910.0,6160.0,1170.0,7220.0,650.0,300.0,1070.0,70.0
"Locate suppliers, using sources such as catalogs and the internet, and interview them to gather information about products to be ordered.",locate suppliers using sources such as catalogs and the internet and interview them to gather information about products to be ordered,Obtain information about goods or services.,Obtain information about goods or services.,Getting Information,Procurement Clerks,procurement clerks,43-3061.00,Procurement Clerks,43-3061,43-3061.00,Procurement Clerks,Financial Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.896860054065295,False,1.0224696153846151,3.92,88.91,1.0450752062349722,1.303591357654551,E2,E2,50580.0,52940.0,54100.0,47970.0,47760.0,56160.0,55210.0,50510.0,47470.0,62880.0,48710.0,50730.0,53890.0,50310.0,47770.0,49210.0,48870.0,47730.0,50610.0,49680.0,53070.0,53960.0,60110.0,49980.0,58100.0,46270.0,48820.0,49560.0,47950.0,51530.0,58830.0,57460.0,51080.0,54080.0,50390.0,51630.0,49880.0,49940.0,52700.0,53800.0,53980.0,49810.0,46690.0,38710.0,47660.0,54950.0,47960.0,54660.0,52910.0,48050.0,49410.0,50380.0,38100.0,30940.0,50580.0,55810.0,260.0,230.0,1300.0,400.0,7080.0,830.0,710.0,140.0,220.0,2890.0,1800.0,330.0,470.0,1950.0,1110.0,680.0,430.0,810.0,760.0,320.0,1230.0,520.0,1220.0,790.0,860.0,630.0,150.0,910.0,580.0,190.0,2370.0,460.0,2680.0,1460.0,90.0,1350.0,830.0,510.0,2360.0,210.0,900.0,170.0,3900.0,3740.0,540.0,90.0,930.0,1750.0,520.0,1050.0,120.0,150.0,670.0,11.0
Locate unusual or unique information in response to specific requests.,locate unusual or unique information in response to specific requests,Search information sources to find specific data.,Gather information from physical or electronic sources.,Getting Information,Librarians,librarians,25-4021.00,Librarians and Media Collections Specialists,25-4022,25-4022.00,Librarians and Media Collections Specialists,"Librarians, Curators, and Archivists",Educational Instruction and Library Occupations,2026-05-31,1.50384781512396,4.927760474228876,False,0.8777673076923077,3.79,95.27,0.1849972703062254,0.3,E2,E2,68270.0,64650.0,78810.0,60500.0,56800.0,89790.0,76480.0,79210.0,77700.0,96550.0,67060.0,76750.0,68270.0,54130.0,62700.0,53500.0,58440.0,61900.0,65200.0,60650.0,59540.0,88570.0,78540.0,60010.0,77650.0,56970.0,58700.0,63870.0,64060.0,84540.0,63580.0,78380.0,62530.0,78590.0,61420.0,62830.0,60630.0,58180.0,78070.0,62880.0,75860.0,62640.0,51210.0,62090.0,71860.0,53730.0,62360.0,77430.0,100030.0,42980.0,66870.0,46530.0,68270.0,51610.0,68270.0,133790.0,2750.0,350.0,1990.0,1490.0,10180.0,1990.0,2550.0,370.0,960.0,6670.0,3330.0,300.0,650.0,5390.0,1920.0,1770.0,1620.0,1980.0,2130.0,780.0,3220.0,4980.0,3940.0,2220.0,1060.0,2970.0,640.0,1200.0,610.0,1150.0,4100.0,580.0,11870.0,4010.0,570.0,4820.0,1820.0,1690.0,5050.0,780.0,2130.0,490.0,2540.0,9150.0,1630.0,600.0,4590.0,2750.0,610.0,2450.0,440.0,57.0,1310.0,27.0
"Mail newsletters, promotional material, or other information.",mail newsletters promotional material or other information,"Send information, materials or documentation.",Process shipments or mail.,Performing Administrative Activities,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",secretaries and administrative assistants except legal medical and executive,43-6014.00,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",43-6014,43-6014.00,Secretaries and Administrative Assistants,Secretaries and Administrative Assistants,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.6666,True,0.46633,3.42,54.26,0.0269982814279537,0.1,E1,E2,47540.0,41630.0,48530.0,47940.0,37630.0,55400.0,48690.0,57210.0,47970.0,59910.0,45900.0,41600.0,50830.0,43710.0,48310.0,44270.0,45150.0,42270.0,44200.0,38790.0,49820.0,48680.0,57940.0,46020.0,51400.0,37340.0,43540.0,43940.0,46760.0,46570.0,48080.0,50260.0,46450.0,49600.0,45790.0,47480.0,46230.0,39660.0,51740.0,46270.0,52140.0,44880.0,41700.0,45810.0,45140.0,47050.0,48920.0,47620.0,57330.0,40370.0,47710.0,45450.0,36030.0,25730.0,44040.0,1706790.0,45050.0,5390.0,31220.000000000004,8590.0,158630.0,29120.0,22650.0,6320.0,11800.0,104000.0,44430.0,7020.0,7570.0,74280.0,20100.0,12830.0,32120.000000000004,18420.0,28040.0,6740.0,54890.0,37750.0,40830.0,31330.0,14720.0,33180.0,4520.0,16240.000000000002,16790.0,9050.0,65960.0,25430.0,122490.0,43690.0,5800.0,54790.0,20120.0,23150.0,65310.0,5200.0,30180.0,6120.0,34580.0,149650.0,14870.0,3360.0,31580.000000000004,31710.0,8820.0,28100.0,2250.0,1610.0,17810.0,530.0
"Maintain and administer computer networks and related computing environments, including computer hardware, systems software, applications software, and all configurations.",maintain and administer computer networks and related computing environments including computer hardware systems software applications software and all configurations,Maintain computer networks to enhance performance and user access.,"Maintain electronic, computer, or other technical equipment.",Repairing and Maintaining Mechanical Equipment,Network and Computer Systems Administrators,network and computer systems administrators,15-1142.00,Network and Computer Systems Administrators,15-1244,15-1244.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.638341333878051,True,2.999945769230769,4.27,97.19,2.142760153752953,0.8999999999999999,E2,E1,99130.0,81400.0,97500.0,90280.0,81590.0,106440.0,103370.0,105880.0,94200.0,110970.0,95200.0,97170.0,101450.0,91880.0,100080.0,84550.0,84500.0,83340.0,87020.0,90160.0,83890.0,118290.0,110980.0,92750.0,101870.0,79990.0,80870.0,80950.0,84700.0,103440.0,100230.0,116420.0,90790.0,105810.0,95230.0,86450.0,97570.0,83990.0,102000.0,86140.0,103100.0,92520.0,75010.0,88100.0,101240.0,95820.0,86020.0,109610.0,103910.0,74490.0,83650.0,75220.0,59820.0,54200.0,99130.0,314340.0,5040.0,920.0,5810.0,1750.0,26170.0,8360.0,2170.0,850.0,1320.0,26890.0,9190.0,1490.0,1010.0,9820.0,4310.0,3110.0,4100.0,2800.0,1789.9999999999998,920.0,9230.0,8270.0,6899.999999999999,4550.0,1380.0,5810.0,850.0,1560.0,1980.0,1660.0,9280.0,1220.0,18220.0,13850.000000000002,930.0,15130.0,2580.0,4880.0,7750.0,1060.0,3579.9999999999995,1690.0,5070.0,34840.0,2050.0,560.0,12430.0,8600.0,1510.0,8470.0,610.0,90.0,890.0000000000001,64.0
Maintain and promote a positive attitude toward clients and their treatment programs.,maintain and promote a positive attitude toward clients and their treatment programs,Encourage patients during therapeutic activities.,Provide support or encouragement to others.,Coaching and Developing Others,Occupational Therapy Assistants,occupational therapy assistants,31-2011.00,Occupational Therapy Assistants,31-2011,31-2011.00,Occupational Therapy Assistants and Aides,Occupational Therapy and Physical Therapist Assistants and Aides,Healthcare Support Occupations,2026-05-31,0.0030529241359659,4.658574062692072,False,4.448309230769231,4.79,100.0,0.3847765728953848,0.1,E0,E0,72300.0,62250.0,53530.0,73490.0,78940.0,81770.0,75340.0,72780.0,78640.0,66390.0,71630.0,75920.0,72710.0,65330.0,64120.0,66660.0,64140.0,65010.0,65230.0,66090.0,64270.0,82010.0,75040.0,63260.0,64920.0,61650.0,66070.0,72800.0,63180.0,79510.0,67790.0,74960.0,77020.0,68530.0,69390.0,60970.0,62700.0,66520.0,76850.0,71590.0,66710.0,73740.0,56180.0,62420.0,81500.0,66080.0,72300.0,74960.0,77590.0,60370.0,59960.0,62750.0,72300.0,72300.0,72300.0,51290.0,750.0,60.0,1120.0,730.0,3840.0,710.0,820.0,220.0,60.0,3910.0,1060.0,60.0,210.0,2470.0,1490.0,400.0,660.0,500.0,760.0,250.0,710.0,1410.0,1250.0,540.0,420.0,1470.0,60.0,210.0,220.0,150.0,1080.0,300.0,2230.0,1590.0,130.0,3890.0,1000.0,250.0,2560.0,300.0,830.0,100.0,1300.0,5610.0,280.0,100.0,1130.0,720.0,340.0,1050.0,80.0,22.0,308.0,11.0
"Maintain and review account records, updating and recategorizing them according to status changes.",maintain and review account records updating and recategorizing them according to status changes,Maintain data in information systems or databases.,Maintain operational records.,Documenting/Recording Information,Loan Counselors,loan counselors,13-2071.01,Loan Officers,13-2072,13-2072.00,Credit Counselors and Loan Officers,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0565356321475172,4.835294117647059,False,0.9275023529411764,3.988235294117647,82.49,0.2333333333333333,0.7811421560510022,E1,E2,76690.0,66710.0,72800.0,62160.0,70260.0,81770.0,94520.0,95730.0,83130.0,92890.0,71090.0,68490.0,63740.0,71070.0,79150.0,72960.0,83670.0,86970.0,62090.0,61110.0,81900.0,73580.0,101600.0,74470.0,95170.0,60260.0,73660.0,71570.0,79840.0,64500.0,80660.0,92920.0,62610.0,95710.0,75920.0,84650.0,76370.0,72990.0,94440.0,69300.0,77250.0,63220.0,79920.0,62800.0,66370.0,59440.0,88710.0,78320.0,80120.0,57580.0,78290.0,79620.0,45180.0,35730.0,44780.0,274330.0,5050.0,490.0,10020.0,2610.0,25790.0,3230.0,2220.0,1420.0,370.0,18830.0,9540.0,980.0,2030.0,10890.0,4790.0,2840.0,3540.0,3940.0,2810.0,1060.0,3850.0,4470.0,11340.0,6430.0,3450.0,7050.0,1180.0,2710.0,2580.0,1120.0,6200.0,1140.0,10840.0,10700.0,1370.0,9880.0,4100.0,4220.0,8140.0,1290.0,4140.0,1820.0,6510.0,21200.0,3990.0,350.0,8790.0,6040.0,1290.0,4940.0,740.0,60.0,2360.0,50.0
"Maintain and review computerized or manual records of purchased items, costs, deliveries, product performance, and inventories.",maintain and review computerized or manual records of purchased items costs deliveries product performance and inventories,Maintain data in information systems or databases.,Maintain operational records.,Documenting/Recording Information,"Purchasing Agents, Except Wholesale, Retail, and Farm Products",purchasing agents except wholesale retail and farm products,13-1023.00,"Purchasing Agents, Except Wholesale, Retail, and Farm Products",13-1023,13-1023.00,Buyers and Purchasing Agents,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.729306722689076,False,1.284036923076923,3.74,95.0,0.542130064973699,0.5239655637831123,E1,E2,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,163810.0,2212.0,341.0,3390.0,1364.0,19060.0,3008.0,1775.0,507.0,735.0,10391.0,5116.0,657.0,897.0,6382.0,3350.0,1632.0,1504.0,2093.0,2025.0,670.0,2891.0,3807.0,4608.0,3087.0,1217.0,3073.0,535.0,1072.0,1624.0,715.0,4485.0,911.0,10138.0,5172.0,449.0,5808.0,1787.0,2059.0,6347.0,525.0,2412.0,479.0,3431.0,14725.0,1816.0,318.0,4300.0,3716.0,734.0,3078.0,294.0,70.0,982.0,34.0
"Maintain and review computerized or manual records of purchased items, costs, deliveries, product performance, and inventories.",maintain and review computerized or manual records of purchased items costs deliveries product performance and inventories,Monitor inventories of products or materials.,Monitor resources or inventories.,Monitoring and Controlling Resources,"Purchasing Agents, Except Wholesale, Retail, and Farm Products",purchasing agents except wholesale retail and farm products,13-1023.00,"Purchasing Agents, Except Wholesale, Retail, and Farm Products",13-1023,13-1023.00,Buyers and Purchasing Agents,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.729306722689076,False,1.284036923076923,3.74,95.0,0.542130064973699,0.5239655637831123,E1,E2,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,163810.0,2212.0,341.0,3390.0,1364.0,19060.0,3008.0,1775.0,507.0,735.0,10391.0,5116.0,657.0,897.0,6382.0,3350.0,1632.0,1504.0,2093.0,2025.0,670.0,2891.0,3807.0,4608.0,3087.0,1217.0,3073.0,535.0,1072.0,1624.0,715.0,4485.0,911.0,10138.0,5172.0,449.0,5808.0,1787.0,2059.0,6347.0,525.0,2412.0,479.0,3431.0,14725.0,1816.0,318.0,4300.0,3716.0,734.0,3078.0,294.0,70.0,982.0,34.0
Maintain and update organization information technology applications and network systems blueprints.,maintain and update organization information technology applications and network systems blueprints,Maintain data in information systems or databases.,Maintain operational records.,Documenting/Recording Information,Business Continuity Planners,business continuity planners,13-1199.04,Business Continuity Planners,13-1199,13-1199.04,Miscellaneous Business Operations Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.782164520591679,False,0.1050984615384615,4.3,91.3,0.0069067991535559,0.1,E2,E2,83050.0,100240.0,94740.0,83280.0,61240.0,87570.0,92520.0,85530.0,95040.0,108160.0,79650.0,78410.0,92620.0,76400.0,82070.0,79030.0,80470.0,83350.0,74690.0,63220.0,78830.0,101500.0,93270.0,81810.0,77820.0,76980.0,80420.0,74990.0,77980.0,67330.0,83740.0,91060.0,79100.0,83450.0,80230.0,80500.0,79350.0,93640.0,77170.0,80590.0,88130.0,79110.0,85340.0,78690.0,80820.0,80190.0,71710.0,85200.0,100360.0,69240.0,67370.0,74060.0,88610.0,46700.0,65170.0,209360.0,5385.0,1556.0,9406.0,6317.0,119404.0,35182.0,4337.0,1233.0,29112.0,51020.0,51960.0,4030.0,2111.0,25375.0,4846.0,7626.0,7557.0,4522.0,13104.0,3259.0,30675.0,13797.0,16131.0,12641.0,3182.0,15769.999999999998,3667.0,1957.0,7041.0,1479.0,26354.0,6509.0,22178.0,31723.0,1394.0,24412.0,4391.0,11494.0,20992.0,1726.0,6864.0,724.0,9082.0,80324.0,2321.0,1880.0,34789.0,39789.0,3135.0,9406.0,1364.0,362.0,7210.0,285.0
Maintain awareness of new and emerging computational methods and technologies.,maintain awareness of new and emerging computational methods and technologies,Maintain current knowledge related to work activities.,Maintain current knowledge in area of expertise.,Updating and Using Relevant Knowledge,Bioinformatics Technicians,bioinformatics technicians,43-9111.01,Bioinformatics Technicians,15-2099,15-2099.01,Miscellaneous Mathematical Science Occupations,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.592321023863485,False,0.5622046153846154,3.87,86.69,0.1164204275712007,0.3,E2,E2,81490.0,81490.0,78580.0,81490.0,81490.0,180500.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,81090.0,81490.0,49020.0,81490.0,81490.0,81490.0,81490.0,42850.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,61400.0,81490.0,79460.0,101850.0,81490.0,81490.0,36820.0,81490.0,81490.0,81490.0,81490.0,81490.0,65110.0,93090.0,81490.0,81490.0,59990.0,65840.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,3720.0,50.0,90.0,77.0,31.0,120.0,68.0,40.0,12.0,17.0,30.0,100.0,15.0,20.0,1320.0,76.0,30.0,34.0,48.0,46.0,15.0,50.0,86.0,105.0,70.0,28.0,70.0,12.0,24.0,37.0,16.0,50.0,21.0,70.0,117.0,10.0,132.0,40.0,47.0,144.0,12.0,55.0,11.0,78.0,334.0,41.0,7.0,180.0,320.0,17.0,70.0,7.0,2.0,22.0,1.0
Maintain client databases.,maintain client databases,Maintain client information or service records.,Maintain operational records.,Documenting/Recording Information,Spa Managers,spa managers,39-1021.01,Spa Managers,11-9179,11-9179.02,Personal Service Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0678427585770207,4.826676879308459,False,3.1486646153846154,4.54,95.79,0.255637014616861,0.1,E2,E1,69770.0,69770.0,69770.0,69770.0,69770.0,77840.0,83080.0,69770.0,69770.0,69770.0,61460.0,73720.0,88130.0,69770.0,63500.0,61300.0,69720.0,69770.0,69770.0,69770.0,69770.0,83990.0,69770.0,52840.0,69770.0,44600.0,69770.0,69770.0,58640.0,69770.0,69770.0,77350.0,69770.0,65150.0,73990.0,69770.0,58940.0,64810.0,64910.0,72640.0,69770.0,61100.0,69770.0,72360.0,61310.0,51500.0,99570.0,65800.0,75700.0,69770.0,104860.0,69770.0,69770.0,69770.0,69770.0,4851.0,66.0,10.0,100.0,41.0,1866.0,28.0,53.0,15.0,21.0,307.0,130.0,102.0,27.0,93.0,111.0,214.0,45.0,62.0,60.0,19.0,473.0,112.0,136.0,91.0,56.0,91.0,16.0,74.0,48.0,21.0,158.0,27.0,381.0,223.0,13.0,172.0,46.0,74.0,260.0,16.0,71.0,14.0,158.0,436.0,54.0,28.0,74.0,46.0,21.0,56.0,8.0,2.0,29.0,1.0
Maintain customer records using automated systems.,maintain customer records using automated systems,Maintain records of customer accounts.,Maintain operational records.,Documenting/Recording Information,"Sales Representatives, Services, All Other",sales representatives services all other,41-3099.00,"Sales Representatives of Services, Except Advertising, Insurance, Financial Services, and Travel",41-3091,41-3091.00,"Miscellaneous Sales Representatives, Services","Sales Representatives, Services",Sales and Related Occupations,2026-05-31,0.0030529241359659,4.867834806429938,False,2.8191384615384614,4.2,78.56,0.2763618731092913,0.1,E2,E1,69990.0,58840.0,69610.0,72920.0,50570.0,80850.0,79810.0,76940.0,67540.0,76770.0,60660.0,75280.0,58500.0,58930.0,66900.0,63960.0,62420.0,62580.0,52750.0,55200.0,63900.0,63310.0,83760.0,73380.0,75370.0,48440.0,60440.0,58720.0,57770.0,62450.0,71510.0,79200.0,61880.0,92190.0,62620.0,66060.0,59390.0,54990.0,67040.0,64480.0,81450.0,58510.0,61770.0,60230.0,61680.0,62580.0,77530.0,72640.0,79920.0,50240.0,64020.0,58970.0,37170.0,28580.0,42980.0,1256010.0,12840.0,900.0,26340.0,5750.0,156110.0,37810.0,11420.0,2910.0,3120.0,107650.0,46960.0,3450.0,5030.0,69910.0,21950.0,6530.0,12480.0,11860.0,8200.0,2120.0,21580.0,32300.0,27160.0,19220.0,3730.0,14100.0,1730.0,6110.0,10950.0,4670.0,44980.0,3790.0,80510.0,46039.99999999999,1620.0,38440.0,9710.0,10440.0,39920.0,4023.0,21070.0,630.0,21600.0,135030.0,16210.000000000002,1130.0,41390.0,18950.0,2130.0,22720.0,750.0,160.0,2940.0,80.0
"Maintain customer records, using automated systems.",maintain customer records using automated systems,Maintain records of customer accounts.,Maintain operational records.,Documenting/Recording Information,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",sales representatives wholesale and manufacturing technical and scientific products,41-4011.00,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",41-4011,41-4011.00,"Sales Representatives, Wholesale and Manufacturing","Sales Representatives, Wholesale and Manufacturing",Sales and Related Occupations,2026-05-31,0.0030529241359659,4.867834806429938,False,2.8191384615384614,4.2,78.56,0.1965723164054062,0.1,E2,E1,104920.0,87140.0,77080.0,100620.0,71830.0,124220.0,135000.0,98000.0,107830.0,92940.0,107700.0,128850.0,126110.0,101390.0,107570.0,102910.0,103380.0,130850.0,97640.0,124200.0,101850.0,95040.0,118980.0,125650.0,103000.0,74990.0,94840.0,83610.0,84400.0,98500.0,97960.0,131360.0,87310.0,129410.0,125370.0,102720.0,108370.0,72480.0,113830.0,103790.0,117670.0,111190.0,104920.0,94450.0,99080.0,104920.0,95900.0,128270.0,127390.0,97230.0,78480.0,100850.0,104920.0,62160.0,104920.0,228895.0,4469.0,707.0,14242.0,2443.0,44348.0,6671.0,4790.0,1543.0,964.0,31891.0,9162.0,868.0,3022.0,11814.0,7024.0,4147.0,3922.0,6703.0,3761.0,937.0,10175.0,18726.0,14692.0,7973.0,1302.0,8134.0,1109.0,2733.0,3022.0,4276.0,9002.0,1575.0,16878.0,19273.0,820.0,15865.0,6381.0,4887.0,11557.0,852.0,6044.0,2781.0,13325.0,71369.0,6317.0,659.0,9741.0,16010.0,1222.0,5449.0,450.0,98.0,1736.0,47.0
"Maintain daily logs of operation, maintenance, and safety activities, including test results, instrument readings, and details of equipment malfunctions and maintenance work.",maintain daily logs of operation maintenance and safety activities including test results instrument readings and details of equipment malfunctions and maintenance work,Record operational or production data.,Maintain operational records.,Documenting/Recording Information,Stationary Engineers and Boiler Operators,stationary engineers and boiler operators,51-8021.00,Stationary Engineers and Boiler Operators,51-8021,51-8021.00,Stationary Engineers and Boiler Operators,Plant and System Operators,Production Occupations,2026-05-31,0.0030529241359659,4.977295970546124,False,3.0894123076923075,4.27,98.41,0.2609136591548417,0.1,E2,E1,78620.0,53470.0,88330.0,75410.0,58000.0,90650.0,81310.0,94870.0,77630.0,90470.0,65040.0,70640.0,103400.0,64460.0,115780.0,67560.0,67450.0,64490.0,66770.0,47750.0,62910.0,85240.0,80800.0,82800.0,75850.0,53640.0,72620.0,77690.0,64930.0,79110.0,66180.0,76560.0,74480.0,94070.0,60860.0,66760.0,75470.0,68450.0,67630.0,72900.0,63330.0,72650.0,68090.0,72470.0,63810.0,76490.0,68400.0,64150.0,91530.0,53340.0,61170.0,111920.0,78620.0,51320.0,78620.0,28250.0,220.0,90.0,80.0,200.0,5840.0,560.0,270.0,40.0,620.0,170.0,240.0,70.0,120.0,1680.0,290.0,190.0,120.0,90.0,290.0,290.0,850.0,530.0,490.0,1440.0,200.0,380.0,110.0,290.0,60.0,60.0,1400.0,100.0,4480.0,220.0,140.0,760.0,180.0,330.0,1730.0,60.0,170.0,90.0,370.0,890.0,110.0,70.0,350.0,520.0,40.0,270.0,100.0,12.0,70.0,6.0
Maintain databases of logistics information.,maintain databases of logistics information,Maintain data in information systems or databases.,Maintain operational records.,Documenting/Recording Information,Logistics Analysts,logistics analysts,13-1081.02,Logistics Analysts,13-1081,13-1081.02,Logisticians and Project Management Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.89255045083727,False,2.576216923076923,4.48,95.45,0.2006487086557613,0.1,E1,E2,82320.0,98450.0,87280.0,77620.0,78400.0,92890.0,96090.0,85450.0,96090.0,104770.0,76410.0,77570.0,100340.0,73920.0,80100.0,77670.0,78740.0,69520.0,68420.0,75230.0,77780.0,102700.0,100360.0,83200.0,82320.0,75160.0,78350.0,81270.0,65370.0,79600.0,81270.0,92280.0,98430.0,88240.0,80780.0,72800.0,83460.0,86600.0,83180.0,79340.0,76180.0,80330.0,80020.0,71280.0,75480.0,83300.0,83560.0,98920.0,107250.0,71590.0,73180.0,85550.0,65440.0,54380.0,68790.0,82371.0,5109.0,522.0,4725.0,2185.0,32425.0,4420.0,2166.0,512.0,1329.0,14785.0,12383.0,561.0,561.0,13948.0,3890.0,2441.0,1752.0,2549.0,1683.0,561.0,6733.0,5168.0,10109.0,3396.0,1536.0,3386.0,276.0,1477.0,1270.0,679.0,6182.0,837.0,6822.0,7737.0,305.0,8849.0,3770.0,3120.0,9824.0,541.0,5168.0,207.0,4912.0,20701.0,3701.0,256.0,10375.0,5581.0,581.0,5060.0,118.0,128.0,1093.0,39.0
"Maintain hardware and software, including computers, media equipment, scanners, color copiers, and color laser printers.",maintain hardware and software including computers media equipment scanners color copiers and color laser printers,Maintain computer equipment or software.,"Maintain electronic, computer, or other technical equipment.",Repairing and Maintaining Mechanical Equipment,Librarians,librarians,25-4021.00,Librarians and Media Collections Specialists,25-4022,25-4022.00,Librarians and Media Collections Specialists,"Librarians, Curators, and Archivists",Educational Instruction and Library Occupations,2026-05-31,0.0030529241359659,4.903263267913134,True,1.0149991895604396,3.807142857142857,83.28821428571429,0.2333333333333333,0.4683746851906893,E1,E1,68270.0,64650.0,78810.0,60500.0,56800.0,89790.0,76480.0,79210.0,77700.0,96550.0,67060.0,76750.0,68270.0,54130.0,62700.0,53500.0,58440.0,61900.0,65200.0,60650.0,59540.0,88570.0,78540.0,60010.0,77650.0,56970.0,58700.0,63870.0,64060.0,84540.0,63580.0,78380.0,62530.0,78590.0,61420.0,62830.0,60630.0,58180.0,78070.0,62880.0,75860.0,62640.0,51210.0,62090.0,71860.0,53730.0,62360.0,77430.0,100030.0,42980.0,66870.0,46530.0,68270.0,51610.0,68270.0,133790.0,2750.0,350.0,1990.0,1490.0,10180.0,1990.0,2550.0,370.0,960.0,6670.0,3330.0,300.0,650.0,5390.0,1920.0,1770.0,1620.0,1980.0,2130.0,780.0,3220.0,4980.0,3940.0,2220.0,1060.0,2970.0,640.0,1200.0,610.0,1150.0,4100.0,580.0,11870.0,4010.0,570.0,4820.0,1820.0,1690.0,5050.0,780.0,2130.0,490.0,2540.0,9150.0,1630.0,600.0,4590.0,2750.0,610.0,2450.0,440.0,57.0,1310.0,27.0
Maintain input or data quality of risk management systems.,maintain input or data quality of risk management systems,Maintain data in information systems or databases.,Maintain operational records.,Documenting/Recording Information,Financial Analysts,financial analysts,13-2051.00,Financial Risk Specialists,13-2054,13-2054.00,Financial Analysts and Advisors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.892785252675072,False,0.6950278215901745,4.028011204481793,84.83333333333333,0.1326473688458397,0.2947148556710779,E1,E2,110326.8,86329.2,93467.6,98355.2,73310.0,119510.0,112404.0,111834.8,121372.8,102374.0,97303.2,100018.0,92154.4,88370.8,102802.4,90854.8,99291.2,84823.6,78009.6,66715.2,115724.0,109085.2,121107.2,99850.4,104253.6,88170.4,99564.0,100089.6,89979.2,92051.6,121936.0,119327.2,87437.6,132558.0,117808.0,76329.2,96552.4,82500.0,114864.8,94121.6,102588.4,96712.0,88651.2,91929.2,101547.2,84298.0,104933.136,116420.4,115498.8,82196.4,96740.0,151969.2,110326.8,61627.2,90965.136,206952.4,1730.4,117.2,3735.2,745.2,24767.2,4405.200000000001,1419.84,1702.4,1870.8,13432.4,5828.0,334.8,466.8,11368.0,1964.0,1235.6,975.6,1440.8000000000002,966.4,781.24,3035.6,7848.0,4150.0,4194.8,465.2,2682.8,237.2,779.92,1174.8,434.4,6417.6,540.0,31413.6,7764.799999999999,190.8,5782.0,915.6,1577.2,7621.2,1093.1999999999998,2019.2,461.2,2637.6,16319.2,2492.4,319.43999999999994,5917.2,4701.6,218.0,2923.6,179.6,88.0,851.6,41.04
Maintain logistics records in accordance with corporate policies.,maintain logistics records in accordance with corporate policies,Maintain data in information systems or databases.,Maintain operational records.,Documenting/Recording Information,Logistics Analysts,logistics analysts,13-1081.02,Logistics Analysts,13-1081,13-1081.02,Logisticians and Project Management Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.9091206633209685,False,1.2518534615384616,3.91,100.0,0.1102635559737199,0.1,E1,E1,82320.0,98450.0,87280.0,77620.0,78400.0,92890.0,96090.0,85450.0,96090.0,104770.0,76410.0,77570.0,100340.0,73920.0,80100.0,77670.0,78740.0,69520.0,68420.0,75230.0,77780.0,102700.0,100360.0,83200.0,82320.0,75160.0,78350.0,81270.0,65370.0,79600.0,81270.0,92280.0,98430.0,88240.0,80780.0,72800.0,83460.0,86600.0,83180.0,79340.0,76180.0,80330.0,80020.0,71280.0,75480.0,83300.0,83560.0,98920.0,107250.0,71590.0,73180.0,85550.0,65440.0,54380.0,68790.0,82371.0,5109.0,522.0,4725.0,2185.0,32425.0,4420.0,2166.0,512.0,1329.0,14785.0,12383.0,561.0,561.0,13948.0,3890.0,2441.0,1752.0,2549.0,1683.0,561.0,6733.0,5168.0,10109.0,3396.0,1536.0,3386.0,276.0,1477.0,1270.0,679.0,6182.0,837.0,6822.0,7737.0,305.0,8849.0,3770.0,3120.0,9824.0,541.0,5168.0,207.0,4912.0,20701.0,3701.0,256.0,10375.0,5581.0,581.0,5060.0,118.0,128.0,1093.0,39.0
Maintain logs of activities and completed work.,maintain logs of activities and completed work,Maintain operational records.,Maintain operational records.,Documenting/Recording Information,Data Entry Keyers,data entry keyers,43-9021.00,Data Entry Keyers,43-9021,43-9021.00,Data Entry and Information Processing Workers,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0452285057180138,4.936902485659656,False,3.651513846153846,4.21,66.12,0.4745057242161277,0.2,E2,E1,41340.0,35130.0,40700.0,43200.0,33860.0,47010.0,43910.0,38560.0,37810.0,55170.0,38880.0,41270.0,47630.0,42810.0,42840.0,40550.0,43640.0,38290.0,36870.0,36920.0,48190.0,38970.0,47560.0,38080.0,44280.0,34540.0,41340.0,42340.0,39600.0,39260.0,43440.0,42470.0,49810.0,44860.0,39610.0,48300.0,40220.0,38590.0,41340.0,38810.0,44980.0,38070.0,34320.0,40490.0,38880.0,47180.0,43280.0,38900.0,47480.0,35900.0,38170.0,45870.0,25730.0,23940.0,33280.0,127080.0,1060.0,160.0,3420.0,1000.0,14520.0,1190.0,1290.0,410.0,200.0,7650.0,3410.0,210.0,540.0,5910.0,2370.0,1180.0,1210.0,2020.0,1800.0,140.0,1850.0,1590.0,3290.0,1360.0,530.0,2720.0,300.0,1260.0,800.0,790.0,4940.0,300.0,9470.0,3330.0,110.0,4530.0,1290.0,1840.0,5270.0,270.0,1490.0,30.0,2360.0,17850.0,2140.0,290.0,2890.0,1360.0,660.0,2360.0,140.0,100.0,2000.0,70.0
"Maintain medical records, technical library, or correspondence files.",maintain medical records technical library or correspondence files,Maintain medical records.,Maintain health or medical records.,Documenting/Recording Information,Medical Secretaries,medical secretaries,43-6013.00,Medical Secretaries and Administrative Assistants,43-6013,43-6013.00,Secretaries and Administrative Assistants,Secretaries and Administrative Assistants,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.926859250153657,True,4.075503076923077,4.46,73.7,0.2747576509293713,0.1,E2,E2,45930.0,36930.0,47870.0,45820.0,37000.0,54490.0,46920.0,48500.0,44500.0,49180.0,41730.0,43160.0,49920.0,44920.0,46670.0,44060.0,40980.0,43020.0,38750.0,36930.0,46990.0,47850.0,50290.0,41100.0,50030.0,36290.0,43980.0,43740.0,46100.0,46990.0,48410.0,48660.0,44230.0,47710.0,44190.0,45390.0,44280.0,38330.0,50130.0,44930.0,46860.0,40170.0,45810.0,39940.0,42910.0,44330.0,48200.0,46180.0,58100.0,38430.0,48380.0,44430.0,31680.0,29620.0,36710.0,961610.0,16580.0,2520.0,18090.0,2190.0,115050.0,11560.0,6480.0,4510.0,1930.0,96000.0,39380.0,2160.0,5120.0,27560.0,21180.0,10560.0,6470.0,26430.0,2970.0,4610.0,17290.0,22210.0,27960.0,16860.0,7145.0,12260.0,4410.0,4110.0,7030.0,3680.0,20980.0,4590.0,57720.0,56840.0,1120.0,29110.0,8430.0,16840.0,27600.0,2350.0,15630.0,80.0,41810.0,78740.0,5260.0,2390.0,27600.0,10960.0,1550.0,7760.0,1110.0,310.0,8480.0,230.0
"Maintain metrics, reports, process documentation, customer service logs, or training or safety records.",maintain metrics reports process documentation customer service logs or training or safety records,Maintain operational records.,Maintain operational records.,Documenting/Recording Information,"Transportation, Storage, and Distribution Managers",transportation storage and distribution managers,11-3071.00,"Transportation, Storage, and Distribution Managers",11-3071,11-3071.00,"Transportation, Storage, and Distribution Managers",Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.8788378322687,False,0.7349246153846154,3.7,100.0,0.2110425582802149,0.4,E2,E2,107230.0,118320.0,103080.0,98750.0,89200.0,123780.0,132610.0,114210.0,145000.0,132180.0,101570.0,123330.0,101480.0,93920.0,120250.0,108720.0,99010.0,106130.0,100340.0,93650.0,102110.0,105180.0,123830.0,99100.0,118180.0,85770.0,102870.0,108180.0,97380.0,99860.0,129470.0,130610.0,101420.0,127180.0,106100.0,100720.0,101550.0,96830.0,103520.0,105240.0,117600.0,106860.0,107410.0,100740.0,100700.0,102180.0,101850.0,119140.0,136500.0,98230.0,95900.0,112310.0,83360.0,83560.0,56390.0,67132.0,759.0,140.0,2058.0,874.0,18539.0,1402.0,1463.0,188.0,370.0,4258.0,4067.0,504.0,631.0,6696.0,2543.0,1123.0,698.0,1420.0,1724.0,225.0,2155.0,2616.0,4966.0,2446.0,1463.0,2216.0,182.0,862.0,1366.0,322.0,5536.0,401.0,4091.0,4037.0,237.0,5755.0,1008.0,1736.0,5184.0,273.0,2100.0,225.0,2981.0,17428.0,1827.0,237.0,2052.0,1512.0,322.0,3284.0,79.0,91.0,498.0,24.0
"Maintain operations data, such as time, production, and cost records, and prepare management reports of production results.",maintain operations data such as time production and cost records and prepare management reports of production results,Record operational or production data.,Maintain operational records.,Documenting/Recording Information,First-Line Supervisors of Production and Operating Workers,firstline supervisors of production and operating workers,51-1011.00,First-Line Supervisors of Production and Operating Workers,51-1011,51-1011.00,First-Line Supervisors of Production and Operating Workers,Supervisors of Production Workers,Production Occupations,2026-05-31,0.0030529241359659,4.814,False,1.3997676923076925,3.82,76.72,0.5770928099979143,0.6,E2,E2,74450.0,73060.0,77960.0,75330.0,63090.0,76840.0,78890.0,83150.0,79100.0,80030.0,63950.0,69170.0,71990.0,70890.0,75200.0,73950.0,74750.0,74480.0,72490.0,77520.0,78970.0,78520.0,79920.0,72170.0,78550.0,68720.0,73210.0,68760.0,72200.0,68270.0,79310.0,81110.0,64640.0,78580.0,69640.0,76350.0,72160.0,70000.0,73580.0,74990.0,81650.0,77500.0,73040.0,65310.0,70140.0,71220.0,75540.0,74150.0,79310.0,68990.0,74840.0,90390.0,57440.0,45100.0,57190.0,673430.0,20670.0,1110.0,8720.0,11000.0,48550.0,9580.0,9150.0,1450.0,350.0,27710.0,26190.0,1500.0,3900.0,29640.0,26870.0,10130.0,7980.0,13820.0,9350.0,2970.0,6100.0,12390.0,26650.0,13380.0,8230.0,15430.0,1860.0,6040.0,3600.0,3000.0,15040.0,2520.0,20830.0,22240.0,1650.0,31980.0,9570.0,8180.0,28900.0,2660.0,14570.0,1930.0,18960.0,58930.0,9040.0,1000.0,13530.0,14500.0,3120.0,25500.0,1470.0,110.0,4030.0,60.0
"Maintain or update business intelligence tools, databases, dashboards, systems, or methods.",maintain or update business intelligence tools databases dashboards systems or methods,Update computer database information.,Process digital or online data.,Working with Computers,Business Intelligence Analysts,business intelligence analysts,15-1199.08,Business Intelligence Analysts,15-2051,15-2051.01,Data Scientists,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.2600639078785795,4.818648966920029,False,1.4815415384615385,4.36,100.0,0.5863498573914487,0.5,E2,E1,120230.0,103120.0,84110.0,107240.0,109390.0,141590.0,117400.0,126340.0,120230.0,126490.0,115820.0,104340.0,102130.0,89380.0,106560.0,91470.0,95830.0,98130.0,91760.0,78760.0,90880.0,136370.0,131750.0,100590.0,128800.0,69490.0,97090.0,100490.0,98230.0,98540.0,100620.0,135280.0,95850.0,130460.0,119090.0,81900.0,102630.0,86310.0,125990.0,106850.0,102440.0,91990.0,96150.0,100330.0,122090.0,108090.0,127070.0,126430.0,163350.0,85090.0,106680.0,120230.0,120230.0,80350.0,120230.0,137672.0,2738.0,362.0,7176.0,834.0,61864.0,9883.0,2770.0,1212.0,4218.0,16115.0,14573.0,472.0,2125.0,16556.0,5634.0,3620.0,771.0,2424.0,2046.0,1904.0,5256.0,14825.0,11583.0,6327.0,692.0,7444.0,346.0,3116.0,2644.0,1731.0,10119.0,881.0,37723.0,17988.0,330.0,9600.0,2990.0,3368.0,21734.0,1826.0,3750.000000000001,346.0,4391.0,40697.0,6862.0,200.00000000000003,14038.0,15108.0,614.0,6877.0,247.0,58.0,100.0,28.0
"Maintain or verify records of time, materials, expenditures, or crew activities.",maintain or verify records of time materials expenditures or crew activities,Verify information or specifications.,Evaluate the quality or accuracy of data.,Processing Information,First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators,firstline supervisors of transportation and materialmoving machine and vehicle operators,53-1031.00,First-Line Supervisors of Material-Moving Machine and Vehicle Operators,53-1043,53-1043.00,First-Line Supervisors of Transportation and Material Moving Workers,Supervisors of Transportation and Material Moving Workers,Transportation and Material Moving Occupations,2026-05-31,0.0030529241359659,4.933494315323473,False,1.0308261538461538,3.9,88.4,0.0718909057558652,0.1,E2,E1,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,126680.0,1711.0,263.0,2622.0,1055.0,14740.0,2326.0,1373.0,392.0,568.0,8036.0,3957.0,508.0,694.0,4935.0,2591.0,1262.0,1163.0,1619.0,1566.0,518.0,2236.0,2944.0,3564.0,2387.0,941.0,2376.0,414.0,829.0,1256.0,553.0,3468.0,705.0,7840.0,3999.0,348.0,4492.0,1382.0,1592.0,4908.0,406.0,1865.0,370.0,2653.0,11388.0,1405.0,246.0,3326.0,2874.0,568.0,2381.0,227.0,54.0,760.0,26.0
"Maintain or verify records of time, materials, expenditures, or crew activities.",maintain or verify records of time materials expenditures or crew activities,Record operational or production data.,Maintain operational records.,Documenting/Recording Information,First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators,firstline supervisors of transportation and materialmoving machine and vehicle operators,53-1031.00,First-Line Supervisors of Material-Moving Machine and Vehicle Operators,53-1043,53-1043.00,First-Line Supervisors of Transportation and Material Moving Workers,Supervisors of Transportation and Material Moving Workers,Transportation and Material Moving Occupations,2026-05-31,0.0030529241359659,4.933494315323473,False,1.0308261538461538,3.9,88.4,0.0718909057558652,0.1,E2,E1,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,126680.0,1711.0,263.0,2622.0,1055.0,14740.0,2326.0,1373.0,392.0,568.0,8036.0,3957.0,508.0,694.0,4935.0,2591.0,1262.0,1163.0,1619.0,1566.0,518.0,2236.0,2944.0,3564.0,2387.0,941.0,2376.0,414.0,829.0,1256.0,553.0,3468.0,705.0,7840.0,3999.0,348.0,4492.0,1382.0,1592.0,4908.0,406.0,1865.0,370.0,2653.0,11388.0,1405.0,246.0,3326.0,2874.0,568.0,2381.0,227.0,54.0,760.0,26.0
Maintain project logbook records or computer program files.,maintain project logbook records or computer program files,Maintain operational records or records systems.,Maintain operational records.,Documenting/Recording Information,Environmental Engineering Technicians,environmental engineering technicians,17-3025.00,Environmental Engineering Technologists and Technicians,17-3025,17-3025.00,"Engineering Technologists and Technicians, Except Drafters","Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.932160515120156,False,0.7905784615384616,4.11,96.49,0.0639280492064891,0.1,E2,E1,59920.0,60170.0,77860.0,65420.0,45290.0,60010.0,60740.0,59920.0,59920.0,59920.0,51970.0,60500.0,51810.0,62240.0,51540.0,53110.0,58690.0,59420.0,61470.0,60840.0,64660.0,67510.0,66860.0,50800.0,60110.0,36680.0,59920.0,58870.0,54690.0,75330.0,39880.0,60740.0,61170.0,62540.0,53660.0,59920.0,51830.0,61900.0,80770.0,59920.0,59920.0,63200.0,53960.0,80100.0,57150.0,60410.0,59920.0,52330.0,100050.0,47650.0,49190.0,59920.0,58770.0,44120.0,59920.0,12190.0,230.0,40.0,190.0,200.0,2060.0,224.0,80.0,80.0,55.0,420.0,670.0,50.0,80.0,80.0,130.0,80.0,112.0,200.0,100.0,50.0,250.0,320.0,220.0,50.0,100.0,180.0,80.0,40.0,70.0,53.0,400.0,130.0,470.0,120.0,33.0,630.0,370.0,140.0,250.0,39.0,220.0,40.0,450.0,1240.0,120.0,24.0,320.0,270.0,40.0,310.0,60.0,5.0,160.0,2.0
"Maintain records and compile statistical reports concerning personnel-related data, such as hires, transfers, performance appraisals, and absenteeism rates.",maintain records and compile statistical reports concerning personnelrelated data such as hires transfers performance appraisals and absenteeism rates,Compile operational data.,"Compile records, documentation, or other data.",Processing Information,Compensation and Benefits Managers,compensation and benefits managers,11-3111.00,Compensation and Benefits Managers,11-3111,11-3111.00,Compensation and Benefits Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.846590623586755,False,0.1237638461538461,3.5,52.38,0.1111358100423461,1.546250124854657,E2,E2,149230.0,118470.0,122490.0,129890.0,100810.0,166730.0,165770.0,197970.0,166070.0,160990.0,127960.0,163060.0,110120.0,90020.0,151730.0,118180.0,118250.0,114070.0,114290.0,99840.0,129690.0,139860.0,184070.0,151620.0,163390.0,89250.0,106490.0,149230.0,121630.0,115180.0,136950.0,168370.0,124390.0,175620.0,135240.0,149230.0,141920.0,107760.0,161470.0,139040.0,149340.0,99630.0,149230.0,132780.0,136930.0,132620.0,149230.0,153660.0,199190.0,149230.0,127920.0,149230.0,149230.0,97500.0,149230.0,22940.0,90.0,30.0,510.0,140.0,2970.0,280.0,480.0,50.0,130.0,1670.0,1010.0,60.0,100.0,780.0,170.0,120.0,70.0,110.0,220.0,50.0,430.0,670.0,580.0,360.0,70.0,250.0,75.0,140.0,180.0,100.0,950.0,40.0,2260.0,880.0,63.0,460.0,180.0,240.0,770.0,50.0,330.0,67.0,670.0,2230.0,200.0,45.0,602.0,460.0,103.0,431.0,41.0,10.0,30.0,5.0
"Maintain records and compile statistical reports concerning personnel-related data, such as hires, transfers, performance appraisals, and absenteeism rates.",maintain records and compile statistical reports concerning personnelrelated data such as hires transfers performance appraisals and absenteeism rates,Maintain personnel records.,Maintain operational records.,Documenting/Recording Information,Compensation and Benefits Managers,compensation and benefits managers,11-3111.00,Compensation and Benefits Managers,11-3111,11-3111.00,Compensation and Benefits Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.846590623586755,False,0.1237638461538461,3.5,52.38,0.1111358100423461,1.546250124854657,E2,E2,149230.0,118470.0,122490.0,129890.0,100810.0,166730.0,165770.0,197970.0,166070.0,160990.0,127960.0,163060.0,110120.0,90020.0,151730.0,118180.0,118250.0,114070.0,114290.0,99840.0,129690.0,139860.0,184070.0,151620.0,163390.0,89250.0,106490.0,149230.0,121630.0,115180.0,136950.0,168370.0,124390.0,175620.0,135240.0,149230.0,141920.0,107760.0,161470.0,139040.0,149340.0,99630.0,149230.0,132780.0,136930.0,132620.0,149230.0,153660.0,199190.0,149230.0,127920.0,149230.0,149230.0,97500.0,149230.0,22940.0,90.0,30.0,510.0,140.0,2970.0,280.0,480.0,50.0,130.0,1670.0,1010.0,60.0,100.0,780.0,170.0,120.0,70.0,110.0,220.0,50.0,430.0,670.0,580.0,360.0,70.0,250.0,75.0,140.0,180.0,100.0,950.0,40.0,2260.0,880.0,63.0,460.0,180.0,240.0,770.0,50.0,330.0,67.0,670.0,2230.0,200.0,45.0,602.0,460.0,103.0,431.0,41.0,10.0,30.0,5.0
"Maintain records and compile statistical reports concerning personnel-related data such as hires, transfers, performance appraisals, and absenteeism rates.",maintain records and compile statistical reports concerning personnelrelated data such as hires transfers performance appraisals and absenteeism rates,Compile operational data.,"Compile records, documentation, or other data.",Processing Information,Human Resources Managers,human resources managers,11-3121.00,Human Resources Managers,11-3121,11-3121.00,Human Resources Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.846590623586755,False,0.3738461538461539,3.75,90.91,0.0789426868412308,0.3,E2,E2,149280.0,113210.0,129570.0,139820.0,108580.0,170080.0,166400.0,165930.0,153890.0,184350.0,137790.0,150700.0,128910.0,119990.0,151370.0,130340.0,126370.0,134470.0,121460.0,107880.0,129720.0,152770.0,181780.0,138930.0,153770.0,106100.0,130680.0,115280.0,129460.0,128550.0,135000.0,172440.0,118070.0,176650.0,142990.0,139050.0,130480.0,116080.0,140570.0,133060.0,167110.0,124290.0,117930.0,131760.0,136500.0,131380.0,132050.0,165980.0,165530.0,120020.0,133490.0,127520.0,77180.0,78370.0,77490.0,220660.0,2160.0,610.0,3950.0,1290.0,27450.0,3620.0,3020.0,580.0,2250.0,11570.0,7270.0,710.0,1040.0,13520.0,3030.0,1620.0,1290.0,1960.0,1390.0,700.0,3820.0,7540.0,5890.0,4370.0,720.0,3510.0,530.0,1660.0,1520.0,1150.0,6400.0,820.0,17920.0,6480.0,290.0,8040.0,1750.0,2810.0,8230.0,530.0,2400.0,420.0,4310.0,23220.0,2240.0,360.0,5770.0,4560.0,510.0,3730.0,140.0,80.0,860.0,70.0
"Maintain records and compile statistical reports concerning personnel-related data such as hires, transfers, performance appraisals, and absenteeism rates.",maintain records and compile statistical reports concerning personnelrelated data such as hires transfers performance appraisals and absenteeism rates,Maintain personnel records.,Maintain operational records.,Documenting/Recording Information,Human Resources Managers,human resources managers,11-3121.00,Human Resources Managers,11-3121,11-3121.00,Human Resources Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.846590623586755,False,0.3738461538461539,3.75,90.91,0.0789426868412308,0.3,E2,E2,149280.0,113210.0,129570.0,139820.0,108580.0,170080.0,166400.0,165930.0,153890.0,184350.0,137790.0,150700.0,128910.0,119990.0,151370.0,130340.0,126370.0,134470.0,121460.0,107880.0,129720.0,152770.0,181780.0,138930.0,153770.0,106100.0,130680.0,115280.0,129460.0,128550.0,135000.0,172440.0,118070.0,176650.0,142990.0,139050.0,130480.0,116080.0,140570.0,133060.0,167110.0,124290.0,117930.0,131760.0,136500.0,131380.0,132050.0,165980.0,165530.0,120020.0,133490.0,127520.0,77180.0,78370.0,77490.0,220660.0,2160.0,610.0,3950.0,1290.0,27450.0,3620.0,3020.0,580.0,2250.0,11570.0,7270.0,710.0,1040.0,13520.0,3030.0,1620.0,1290.0,1960.0,1390.0,700.0,3820.0,7540.0,5890.0,4370.0,720.0,3510.0,530.0,1660.0,1520.0,1150.0,6400.0,820.0,17920.0,6480.0,290.0,8040.0,1750.0,2810.0,8230.0,530.0,2400.0,420.0,4310.0,23220.0,2240.0,360.0,5770.0,4560.0,510.0,3730.0,140.0,80.0,860.0,70.0
Maintain records and files of work and revisions.,maintain records and files of work and revisions,"Maintain records, documents, or other files.",Maintain operational records.,Documenting/Recording Information,Technical Writers,technical writers,27-3042.00,Technical Writers,27-3042,27-3042.00,Writers and Editors,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0226142528590069,4.790510177108116,False,2.4702253846153845,4.23,97.66,0.2033148466508696,0.1,E2,E1,90390.0,85840.0,83200.0,79780.0,61180.0,104000.0,100610.0,101870.0,90370.0,117810.0,86240.0,73070.0,90390.0,90390.0,88700.0,75510.0,66520.0,73550.0,81070.0,63790.0,90390.0,100990.0,109200.0,85270.0,83270.0,65220.0,80840.0,75070.0,90390.0,88750.0,96300.0,122320.0,94970.0,98310.0,86320.0,72990.0,76480.0,69760.0,84000.0,87620.0,102360.0,82540.0,63350.0,79550.0,82750.0,80270.0,87860.0,93600.0,104070.0,90390.0,80030.0,90390.0,90390.0,46950.0,90390.0,45500.0,630.0,130.0,730.0,150.0,5280.0,1320.0,770.0,80.0,440.0,2550.0,1680.0,30.0,430.0,1040.0,540.0,640.0,480.0,340.0,320.0,310.0,1780.0,1850.0,970.0,910.0,70.0,500.0,160.0,190.0,230.0,230.0,1550.0,420.0,1610.0,2860.0,70.0,1350.0,600.0,590.0,1330.0,150.0,700.0,70.0,480.0,3340.0,570.0,60.0,2280.0,1620.0,130.0,910.0,30.0,19.0,60.0,9.0
Maintain records and logbooks.,maintain records and logbooks,Maintain operational records.,Maintain operational records.,Documenting/Recording Information,Forest Fire Inspectors and Prevention Specialists,forest fire inspectors and prevention specialists,33-2022.00,Forest Fire Inspectors and Prevention Specialists,33-2022,33-2022.00,Fire Inspectors,Firefighting and Prevention Workers,Protective Service Occupations,2026-05-31,0.0030529241359659,4.907681940700808,False,1.6050488461538464,3.8,100.0,0.275840096876097,0.2,E2,E1,56870.0,37430.0,56870.0,58570.0,43310.0,97370.0,50170.0,56870.0,56870.0,56870.0,51690.0,48010.0,56870.0,47050.0,56870.0,56870.0,56870.0,56870.0,56870.0,75480.0,68310.0,56870.0,56870.0,56870.0,56870.0,31720.0,56870.0,56870.0,56870.0,56870.0,56870.0,57380.0,56870.0,56870.0,56870.0,56870.0,56870.0,61700.0,73530.0,56870.0,56870.0,56870.0,56870.0,56870.0,56870.0,90020.0,56870.0,56870.0,56870.0,56870.0,56870.0,56870.0,56870.0,56870.0,56870.0,2780.0,40.0,6.0,40.0,140.0,480.0,210.0,30.0,9.0,12.0,100.0,350.0,11.0,50.0,108.0,57.0,28.0,26.0,36.0,90.0,60.0,49.0,65.0,78.0,52.0,100.0,52.0,9.0,18.0,28.0,12.0,140.0,15.0,172.0,88.0,8.0,99.0,310.0,140.0,108.0,9.0,41.0,8.0,58.0,250.0,50.0,5.0,73.0,63.0,12.0,52.0,5.0,1.0,17.0,1.0
"Maintain records, document actions, and present written progress reports.",maintain records document actions and present written progress reports,Prepare operational reports.,Prepare reports of operational or procedural activities.,Documenting/Recording Information,Carpenters,carpenters,47-2031.00,Carpenters,47-2031,47-2031.00,Carpenters,Construction Trades Workers,Construction and Extraction Occupations,2026-05-31,0.0113071264295034,4.922269763651181,False,1.5171611538461538,3.94,79.33,0.1095614028451794,0.1,E1,E1,60580.0,48220.0,73860.0,58580.0,47760.0,75920.0,62830.0,64060.0,59200.0,61710.0,49870.0,49350.0,85280.0,52000.0,79000.0,62870.0,57710.0,56960.0,52680.0,49920.0,62160.0,62960.0,75200.0,61680.0,64930.0,48650.0,60840.0,58820.0,50320.0,62380.0,61200.0,64010.0,59720.0,72330.0,49100.0,57890.0,60810.0,46910.0,62870.0,59370.0,60840.0,50670.0,48140.0,50830.0,48900.0,52360.0,62400.0,55690.0,74190.0,48710.0,61660.0,56850.0,36910.0,30530.0,51730.0,670090.0,5560.0,2560.0,16230.0,4030.0,100750.0,12740.0,5160.0,2250.0,1540.0,39300.0,9190.0,4810.0,8380.0,19570.0,15240.0,5770.0,5210.0,8540.0,8990.0,5170.0,9770.0,18540.0,18590.0,14930.0,2950.0,14410.0,4030.0,5710.0,12700.0,3760.0,14230.0,3630.0,40630.0,13480.0,2360.0,18450.0,3820.0,15110.0,30630.0,2580.0,6950.0,4560.0,8200.0,33540.0,15220.0,3080.0,20460.0,26960.0,3670.0,13880.0,2260.0,1510.0,3180.0,270.0
"Maintain records of business transactions and product inventories, reporting data to companies or government agencies as necessary.",maintain records of business transactions and product inventories reporting data to companies or government agencies as necessary,Maintain data in information systems or databases.,Maintain operational records.,Documenting/Recording Information,"Buyers and Purchasing Agents, Farm Products",buyers and purchasing agents farm products,13-1021.00,"Buyers and Purchasing Agents, Farm Products",13-1021,13-1021.00,Buyers and Purchasing Agents,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.827133927656521,False,2.485763076923077,4.06,94.51,1.0187078663822742,0.5,E2,E2,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,163810.0,2212.0,341.0,3390.0,1364.0,19060.0,3008.0,1775.0,507.0,735.0,10391.0,5116.0,657.0,897.0,6382.0,3350.0,1632.0,1504.0,2093.0,2025.0,670.0,2891.0,3807.0,4608.0,3087.0,1217.0,3073.0,535.0,1072.0,1624.0,715.0,4485.0,911.0,10138.0,5172.0,449.0,5808.0,1787.0,2059.0,6347.0,525.0,2412.0,479.0,3431.0,14725.0,1816.0,318.0,4300.0,3716.0,734.0,3078.0,294.0,70.0,982.0,34.0
"Maintain records of business transactions and product inventories, reporting data to companies or government agencies as necessary.",maintain records of business transactions and product inventories reporting data to companies or government agencies as necessary,Communicate with government agencies.,"Coordinate activities with clients, agencies, or organizations.","Communicating with Supervisors, Peers, or Subordinates","Buyers and Purchasing Agents, Farm Products",buyers and purchasing agents farm products,13-1021.00,"Buyers and Purchasing Agents, Farm Products",13-1021,13-1021.00,Buyers and Purchasing Agents,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.827133927656521,False,2.485763076923077,4.06,94.51,1.0187078663822742,0.5,E2,E2,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,163810.0,2212.0,341.0,3390.0,1364.0,19060.0,3008.0,1775.0,507.0,735.0,10391.0,5116.0,657.0,897.0,6382.0,3350.0,1632.0,1504.0,2093.0,2025.0,670.0,2891.0,3807.0,4608.0,3087.0,1217.0,3073.0,535.0,1072.0,1624.0,715.0,4485.0,911.0,10138.0,5172.0,449.0,5808.0,1787.0,2059.0,6347.0,525.0,2412.0,479.0,3431.0,14725.0,1816.0,318.0,4300.0,3716.0,734.0,3078.0,294.0,70.0,982.0,34.0
"Maintain records of contacts, accounts, and orders.",maintain records of contacts accounts and orders,Maintain records of customer accounts.,Maintain operational records.,Documenting/Recording Information,Telemarketers,telemarketers,41-9041.00,Telemarketers,41-9041,41-9041.00,Telemarketers,Other Sales and Related Workers,Sales and Related Occupations,2026-05-31,0.0030529241359659,4.89069649211998,False,6.460064615384615,4.56,87.66,0.4986092919453699,0.1,E2,E1,35450.0,34840.0,35450.0,37750.0,29060.0,46000.0,47670.0,45200.0,35450.0,35450.0,35570.0,36020.0,35450.0,39400.0,31200.0,31550.0,33640.0,48010.0,34450.0,28910.0,32610.0,35590.0,44650.0,33040.0,39850.0,21540.0,29840.0,35450.0,31200.0,34290.0,30530.0,39370.0,35450.0,41400.0,34380.0,23440.0,35290.0,26880.0,42060.0,28430.0,35450.0,37090.0,35450.0,29470.0,34290.0,36610.0,35450.0,37440.0,39670.0,33370.0,33260.0,35450.0,35450.0,28580.0,35450.0,58430.0,1330.0,122.0,1550.0,840.0,3880.0,880.0,110.0,181.0,262.0,9760.0,2620.0,234.0,280.0,870.0,690.0,1100.0,537.0,910.0,380.0,239.0,540.0,1358.0,1120.0,650.0,370.0,2710.0,191.0,490.0,2200.0,530.0,410.0,325.0,1960.0,1820.0,120.0,3090.0,470.0,420.0,1710.0,187.0,1060.0,171.0,2210.0,3660.0,390.0,113.0,1534.0,300.0,440.0,1160.0,105.0,25.0,1170.0,12.0
"Maintain records of daily data communication transactions, problems and remedial actions taken, or installation activities.",maintain records of daily data communication transactions problems and remedial actions taken or installation activities,Document operational activities.,Maintain operational records.,Documenting/Recording Information,Computer User Support Specialists,computer user support specialists,15-1151.00,Computer User Support Specialists,15-1232,15-1232.00,Computer Support Specialists,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.907128401169327,False,2.442778846153846,3.47,97.96,0.5873617563799749,0.3,E1,E1,61860.0,49630.0,63110.0,61410.0,46360.0,79570.0,71900.0,70210.0,62160.0,80950.0,58740.0,60440.0,56760.0,59170.0,59860.0,56510.0,58810.0,56150.0,57850.0,52440.0,60890.0,64750.0,75070.0,56240.0,63630.0,52230.0,59770.0,58460.0,60830.0,57870.0,60660.0,64470.0,53280.0,72560.0,60120.0,61310.0,59720.0,52040.0,62840.0,58670.0,62510.0,52080.0,48260.0,55990.0,59490.0,61110.0,63030.0,65040.0,75220.0,55350.0,58810.0,65100.0,37460.0,36250.0,50430.0,717190.0,7360.0,950.0,18780.0,4390.0,74490.0,16740.0,9300.0,1890.0,3140.0,51220.0,25980.0,2440.0,3650.0,26060.0,13540.0,6140.0,6780.0,9460.0,4780.0,2810.0,12200.0,17570.0,22090.0,15320.0,3830.0,13510.0,1640.0,6380.0,6560.0,3910.0,18200.0,3290.0,39100.0,23100.0,1400.0,22370.0,9600.0,8850.0,30560.0,1780.0,9880.0,1240.0,11920.0,72030.0,11120.0,1630.0,20910.0,21860.0,2250.0,12400.0,790.0,220.0,5760.0,90.0
Maintain records of evidence and write and review reports.,maintain records of evidence and write and review reports,Document legal or regulatory information.,Prepare legal or regulatory documents.,Documenting/Recording Information,Police Identification and Records Officers,police identification and records officers,33-3021.02,Police Identification and Records Officers,33-3021,33-3021.02,Detectives and Criminal Investigators,Law Enforcement Workers,Protective Service Occupations,2026-05-31,0.0030529241359659,4.919926085617493,False,1.474246153846154,4.49,95.75,4.041649649213399,3.406828144200121,E2,E1,93790.0,66290.0,114940.0,102340.0,54500.0,124840.0,105480.0,95240.0,122050.0,160760.0,77060.0,65430.0,113940.0,72520.0,91190.0,70340.0,79560.0,75740.0,71670.0,60450.0,88310.0,126730.0,110150.0,90650.0,80000.0,58640.0,75650.0,92410.0,100530.0,94470.0,89290.0,116300.0,86840.0,101240.0,63280.0,82290.0,79300.0,80430.0,107450.0,97580.0,88450.0,62760.0,77730.0,77090.0,90510.0,78920.0,106330.0,112760.0,115790.0,92410.0,91040.0,81880.0,93790.0,70760.0,93790.0,18517.0,651.0,68.0,2549.0,272.0,6122.0,937.0,456.0,68.0,1447.0,3126.0,2461.0,214.0,306.0,1587.0,621.0,199.0,515.0,350.0,845.0,267.0,490.0,631.0,1078.0,956.0,393.0,777.0,243.0,141.0,286.0,141.0,1495.0,981.0,4660.0,1631.0,204.0,1039.0,592.0,252.0,1636.0,175.0,714.0,121.0,903.0,9161.0,267.0,92.0,1544.0,898.0,107.0,796.0,83.0,8.0,301.0,4.0
Maintain records of evidence and write and review reports.,maintain records of evidence and write and review reports,Write operational reports.,Prepare reports of operational or procedural activities.,Documenting/Recording Information,Police Identification and Records Officers,police identification and records officers,33-3021.02,Police Identification and Records Officers,33-3021,33-3021.02,Detectives and Criminal Investigators,Law Enforcement Workers,Protective Service Occupations,2026-05-31,0.0030529241359659,4.919926085617493,False,1.474246153846154,4.49,95.75,4.041649649213399,3.406828144200121,E2,E1,93790.0,66290.0,114940.0,102340.0,54500.0,124840.0,105480.0,95240.0,122050.0,160760.0,77060.0,65430.0,113940.0,72520.0,91190.0,70340.0,79560.0,75740.0,71670.0,60450.0,88310.0,126730.0,110150.0,90650.0,80000.0,58640.0,75650.0,92410.0,100530.0,94470.0,89290.0,116300.0,86840.0,101240.0,63280.0,82290.0,79300.0,80430.0,107450.0,97580.0,88450.0,62760.0,77730.0,77090.0,90510.0,78920.0,106330.0,112760.0,115790.0,92410.0,91040.0,81880.0,93790.0,70760.0,93790.0,18517.0,651.0,68.0,2549.0,272.0,6122.0,937.0,456.0,68.0,1447.0,3126.0,2461.0,214.0,306.0,1587.0,621.0,199.0,515.0,350.0,845.0,267.0,490.0,631.0,1078.0,956.0,393.0,777.0,243.0,141.0,286.0,141.0,1495.0,981.0,4660.0,1631.0,204.0,1039.0,592.0,252.0,1636.0,175.0,714.0,121.0,903.0,9161.0,267.0,92.0,1544.0,898.0,107.0,796.0,83.0,8.0,301.0,4.0
Maintain records of performance reports for future reference.,maintain records of performance reports for future reference,Maintain operational records or records systems.,Maintain operational records.,Documenting/Recording Information,Aerospace Engineers,aerospace engineers,17-2011.00,Aerospace Engineers,17-2011,17-2011.00,Aerospace Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,5.0,False,0.4298634615384615,3.27,77.88,0.0244237220445981,0.1,E2,E1,134960.0,127540.0,101710.0,123170.0,102040.0,157620.0,156190.0,129500.0,134960.0,157600.0,129280.0,140460.0,137240.0,95700.0,108940.0,107400.0,134960.0,130330.0,126130.0,136970.0,134960.0,156750.0,149470.0,128960.0,159060.0,109200.0,130680.0,134960.0,135670.0,96730.0,134960.0,126430.0,132850.0,130330.0,122930.0,134960.0,138440.0,125470.0,124630.0,133940.0,134960.0,137030.0,134960.0,128510.0,130270.0,135840.0,144400.0,143210.0,158370.0,134960.0,88400.0,134960.0,134960.0,134960.0,134960.0,67710.0,5820.0,100.0,3110.0,180.0,9170.0,4070.0,1160.0,210.0,290.0,3250.0,2230.0,40.0,190.0,200.0,440.0,40.0,1730.0,290.0,90.0,277.0,3180.0,990.0,1905.0,140.0,90.0,650.0,221.0,130.0,270.0,40.0,3400.0,570.0,560.0,650.0,186.0,3710.0,1090.0,250.0,990.0,217.0,650.0,198.0,610.0,6750.0,1010.0,100.0,2540.0,5760.0,303.0,120.0,121.0,29.0,406.0,14.0
Maintain records related to sales.,maintain records related to sales,Maintain records of sales or other business transactions.,Maintain sales or financial records.,Documenting/Recording Information,Retail Salespersons,retail salespersons,41-2031.00,Retail Salespersons,41-2031,41-2031.00,Retail Salespersons,Retail Sales Workers,Sales and Related Occupations,2026-05-31,0.0030529241359659,4.8125,False,2.862647692307692,4.58,64.2,0.1849621778837536,0.1,E2,E1,35410.0,30040.0,37290.0,35720.0,29270.0,38440.0,37950.0,36490.0,35360.0,38500.0,34010.0,30840.0,37790.0,35080.0,35370.0,31530.0,31360.0,32180.0,29650.0,29490.0,36640.0,35510.0,36610.0,34640.0,36370.0,28640.0,33460.0,36270.0,31870.0,34190.0,36200.0,36520.0,33300.0,37720.0,31370.0,36040.0,30800.0,29660.0,36770.0,31200.0,34860.0,30690.0,34370.0,31950.0,30800.0,33900.0,37400.0,34240.0,39560.0,28950.0,34480.0,34310.0,24000.0,22560.0,28790.0,3897860.0,60880.0,7890.0,93920.0,35510.0,376460.0,76660.0,42410.0,13400.0,4660.0,333460.0,143120.0,19180.0,20180.0,126610.0,83670.0,41000.0,33360.0,51250.0,49570.0,18450.0,79320.0,86860.0,111010.0,74840.0,38400.0,67140.0,13490.0,22780.0,43920.0,23880.0,72530.0,23800.0,238540.0,127540.0,11320.0,137370.0,43830.0,48090.0,141790.0,12830.0,67310.0,14180.0,87380.0,341640.0,47570.0,8250.0,100290.0,84850.0,19050.0,67640.0,8770.0,1540.0,41230.0,1300.0
"Maintain required records of work hours, budgets, payrolls, and other information.",maintain required records of work hours budgets payrolls and other information,Document work hours or activities.,Maintain operational records.,Documenting/Recording Information,First-Line Supervisors of Housekeeping and Janitorial Workers,firstline supervisors of housekeeping and janitorial workers,37-1011.00,First-Line Supervisors of Housekeeping and Janitorial Workers,37-1011,37-1011.00,First-Line Supervisors of Building and Grounds Cleaning and Maintenance Workers,Supervisors of Building and Grounds Cleaning and Maintenance Workers,Building and Grounds Cleaning and Maintenance Occupations,2026-05-31,0.0030529241359659,4.842184218421842,False,1.0648815384615384,4.16,71.79,0.4559649709205161,0.6,E2,E1,49100.0,44370.0,56690.0,48610.0,37500.0,61470.0,55100.0,57200.0,50750.0,47950.0,45770.0,46070.0,59060.0,48390.0,49410.0,50570.0,47200.0,49780.0,45860.0,38640.0,55810.0,49550.0,59760.0,46770.0,53510.0,42230.0,45660.0,48240.0,48870.0,50080.0,55200.0,55170.0,44840.0,60580.0,47490.0,54210.0,46110.0,40460.0,56210.0,46920.0,63520.0,45320.0,46860.0,46800.0,41660.0,52420.0,59340.0,48660.0,63550.0,41450.0,49070.0,47840.0,28030.0,49100.0,48710.0,178760.0,2550.0,600.0,3050.0,1490.0,18060.0,4070.0,2110.0,790.0,1460.0,15320.0,5810.0,1500.0,1220.0,5090.0,2840.0,2000.0,1570.0,2920.0,2470.0,670.0,3550.0,4000.0,3870.0,2270.0,1550.0,3130.0,760.0,1260.0,4100.0,750.0,5600.0,890.0,11620.0,5550.0,490.0,5730.0,2290.0,2470.0,6250.0,800.0,3200.0,610.0,3510.0,13370.0,2240.0,420.0,5900.0,2910.0,740.0,2740.0,580.0,160.0,1072.0,110.0
Maintain scheduling and event calendars.,maintain scheduling and event calendars,Schedule appointments.,Schedule appointments.,Scheduling Work and Activities,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",secretaries and administrative assistants except legal medical and executive,43-6014.00,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",43-6014,43-6014.00,Secretaries and Administrative Assistants,Secretaries and Administrative Assistants,Office and Administrative Support Occupations,2026-05-31,0.0226142528590069,4.817879071703611,False,1.524970769230769,3.84,79.58,0.1073935726773085,0.1,E2,E2,47540.0,41630.0,48530.0,47940.0,37630.0,55400.0,48690.0,57210.0,47970.0,59910.0,45900.0,41600.0,50830.0,43710.0,48310.0,44270.0,45150.0,42270.0,44200.0,38790.0,49820.0,48680.0,57940.0,46020.0,51400.0,37340.0,43540.0,43940.0,46760.0,46570.0,48080.0,50260.0,46450.0,49600.0,45790.0,47480.0,46230.0,39660.0,51740.0,46270.0,52140.0,44880.0,41700.0,45810.0,45140.0,47050.0,48920.0,47620.0,57330.0,40370.0,47710.0,45450.0,36030.0,25730.0,44040.0,1706790.0,45050.0,5390.0,31220.000000000004,8590.0,158630.0,29120.0,22650.0,6320.0,11800.0,104000.0,44430.0,7020.0,7570.0,74280.0,20100.0,12830.0,32120.000000000004,18420.0,28040.0,6740.0,54890.0,37750.0,40830.0,31330.0,14720.0,33180.0,4520.0,16240.000000000002,16790.0,9050.0,65960.0,25430.0,122490.0,43690.0,5800.0,54790.0,20120.0,23150.0,65310.0,5200.0,30180.0,6120.0,34580.0,149650.0,14870.0,3360.0,31580.000000000004,31710.0,8820.0,28100.0,2250.0,1610.0,17810.0,530.0
Maintain system logs or manuals to document testing or operation of equipment.,maintain system logs or manuals to document testing or operation of equipment,Maintain operational records or records systems.,Maintain operational records.,Documenting/Recording Information,Electrical and Electronic Engineering Technicians,electrical and electronic engineering technicians,17-3023.00,Electrical and Electronic Engineering Technologists and Technicians,17-3023,17-3023.00,"Engineering Technologists and Technicians, Except Drafters","Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.97500315616715,False,0.78749,3.63,86.82,0.0528426928683157,0.1,E2,E1,78190.0,74500.0,92760.0,77960.0,69960.0,86090.0,77440.0,81390.0,67360.0,97620.0,73190.0,78070.0,96200.0,77170.0,85510.0,70540.0,74840.0,70310.0,64120.0,82990.0,83440.0,95830.0,77710.0,74800.0,78280.0,81180.0,72120.0,82050.0,65490.0,88160.0,74560.0,85510.0,96070.0,77040.0,76040.0,80930.0,63300.0,80880.0,77990.0,76070.0,98600.0,73450.0,58340.0,63750.0,74050.0,72670.0,74760.0,79540.0,93930.0,85440.0,71880.0,99840.0,75360.0,44590.0,78190.0,95130.0,1620.0,230.0,2260.0,310.0,13450.0,1410.0,1190.0,130.0,240.0,4710.0,1630.0,460.0,650.0,1980.0,1800.0,880.0,770.0,1060.0,1000.0,270.0,2170.0,4030.0,2350.0,1540.0,650.0,1390.0,140.0,710.0,1140.0,590.0,2250.0,1000.0,4390.0,2490.0,120.0,3260.0,1170.0,1920.0,3470.0,290.0,2060.0,200.0,1820.0,8960.0,1420.0,300.0,4670.0,2540.0,300.0,1520.0,200.0,50.0,660.0,20.0
Maintain technical project files.,maintain technical project files,Maintain operational records or records systems.,Maintain operational records.,Documenting/Recording Information,Mechatronics Engineers,mechatronics engineers,17-2199.05,Mechatronics Engineers,17-2199,17-2199.05,Miscellaneous Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.886025768087215,False,1.1480384615384616,3.76,98.28,0.101187377381425,0.1,E2,E1,122930.0,152550.0,142390.0,102280.0,76940.0,130850.0,132590.0,124110.0,103580.0,151920.0,105410.0,112260.0,122800.0,130970.0,111930.0,120880.0,103090.0,76100.0,99830.0,99070.0,120430.0,129770.0,131260.0,121000.0,108850.0,111030.0,102980.0,97470.0,88490.0,103780.0,128130.0,132450.0,162070.0,117600.0,112450.0,100250.0,120470.0,119810.0,123220.0,108950.0,117080.0,110490.0,112260.0,96640.0,115810.0,110320.0,126550.0,148160.0,134570.0,118800.0,110360.0,113050.0,100010.0,81370.0,122930.0,14291.0,2247.0,130.0,1117.0,532.0,18577.0,1649.0,1578.0,44.0,2312.0,5584.0,2675.0,714.0,364.0,1636.0,1000.0,714.0,506.0,325.0,4097.0,383.0,4766.0,1851.0,5000.0,838.0,312.0,1201.0,156.0,195.0,565.0,396.0,2948.0,1422.0,3740.0,2773.0,143.0,4545.0,558.0,1318.0,2110.0,247.0,831.0,71.0,2857.0,7025.0,1136.0,253.0,3285.0,2324.0,429.0,448.0,71.0,52.0,578.0,3.0
Maintain treatment records.,maintain treatment records,Maintain medical records.,Maintain health or medical records.,Documenting/Recording Information,Massage Therapists,massage therapists,31-9011.00,Massage Therapists,31-9011,31-9011.00,Massage Therapists,Other Healthcare Support Occupations,Healthcare Support Occupations,2026-05-31,0.0015264620679829,4.71451838064216,False,3.3840000000000003,4.24,96.15,0.2710838888364959,0.1,E2,E1,58450.0,48930.0,134930.0,62400.0,39990.0,45970.0,61060.0,62260.0,58870.0,64110.0,49680.0,50820.0,81280.0,60420.0,60490.0,55590.0,57710.0,49990.0,59790.0,36480.0,73290.0,62270.0,63390.0,70960.0,63070.0,40490.0,62050.0,53540.0,53950.0,53540.0,80360.0,50150.0,37840.0,62630.0,60650.0,74140.0,55990.0,36630.0,86970.0,58300.0,74960.0,58000.0,52000.0,50070.0,59370.0,62130.0,58450.0,62220.0,87360.0,46600.0,58070.0,61980.0,60420.0,29000.0,58450.0,98790.0,600.0,570.0,2530.0,430.0,14600.0,3950.0,700.0,230.0,120.0,9280.0,1700.0,1330.0,170.0,4950.0,1480.0,540.0,780.0,780.0,890.0,370.0,1350.0,2830.0,2410.0,1690.0,230.0,1500.0,200.0,270.0,1620.0,270.0,2890.0,360.0,4500.0,2460.0,100.0,1760.0,520.0,2250.0,2990.0,290.0,1840.0,180.0,1230.0,8630.0,1840.0,192.0,2730.0,3740.0,250.0,1520.0,150.0,50.0,80.0,20.0
Maintain treatment records.,maintain treatment records,Maintain client information or service records.,Maintain operational records.,Documenting/Recording Information,Shampooers,shampooers,39-5093.00,Shampooers,39-5093,39-5093.00,Miscellaneous Personal Appearance Workers,Personal Appearance Workers,Personal Care and Service Occupations,2026-05-31,0.0015264620679829,4.71451838064216,False,1.7177603846153846,4.57,64.69,0.2250731071323001,0.2,E2,E1,32600.0,21810.0,32600.0,32600.0,32600.0,37080.0,32600.0,34010.0,32150.0,38870.0,28550.0,27560.0,32600.0,32600.0,34190.0,32600.0,32600.0,32600.0,32600.0,29160.0,32600.0,34900.0,34840.0,25960.0,32600.0,32600.0,32600.0,32600.0,32600.0,32600.0,32600.0,33180.0,32600.0,37070.0,26030.0,32600.0,32600.0,29420.0,32600.0,26130.0,32600.0,32600.0,32600.0,24160.0,31200.0,32600.0,32600.0,28920.0,32600.0,32600.0,32600.0,32600.0,32600.0,32600.0,32600.0,8070.0,109.0,17.0,167.0,67.0,939.0,148.0,87.0,200.0,210.0,550.0,690.0,32.0,44.0,240.0,165.0,80.0,74.0,103.0,100.0,33.0,500.0,188.0,227.0,152.0,60.0,151.0,26.0,53.0,80.0,35.0,690.0,45.0,1210.0,90.0,22.0,286.0,70.0,101.0,1000.0,26.0,119.0,24.0,40.0,840.0,89.0,16.0,350.0,183.0,36.0,152.0,14.0,3.0,48.0,2.0
"Maintain updated client records with plans, notes, appropriate forms, or related information.",maintain updated client records with plans notes appropriate forms or related information,Maintain client records.,Maintain health or medical records.,Documenting/Recording Information,Community Health Workers,community health workers,21-1094.00,Community Health Workers,21-1094,21-1094.00,Miscellaneous Community and Social Service Specialists,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0030529241359659,4.704470742932282,False,2.440792307692308,4.44,74.57,0.6180450126479167,0.4,E2,E1,51850.0,43340.0,52000.0,48950.0,44890.0,58050.0,59260.0,53560.0,55850.0,62510.0,45420.0,50680.0,58450.0,52050.0,49240.0,47960.0,47780.0,47300.0,48230.0,46450.0,48670.0,50550.0,55560.0,49380.0,47560.0,39520.0,48770.0,49780.0,51780.0,57730.0,66680.0,55790.0,54830.0,58130.0,47560.0,59610.0,50650.0,45790.0,53350.0,50710.0,53100.0,47970.0,45700.0,42310.0,48720.0,55700.0,51500.0,48910.0,57070.0,37950.0,51210.0,54020.0,51850.0,36900.0,51850.0,61660.0,270.0,400.0,1140.0,514.0,9500.0,1132.0,290.0,280.0,280.0,1220.0,490.0,240.0,270.0,2040.0,1310.0,390.0,240.0,980.0,210.0,360.0,3030.0,2970.0,1890.0,1260.0,410.0,1820.0,330.0,160.0,670.0,200.0,1330.0,610.0,5800.0,1680.0,90.0,1910.0,600.0,1980.0,1970.0,520.0,540.0,270.0,520.0,4210.0,580.0,170.0,620.0,2640.0,310.0,630.0,140.0,26.0,670.0,13.0
Make and confirm reservations.,make and confirm reservations,"Make travel, accommodations, or entertainment arrangements for others.","Provide general assistance to others, such as customers, patrons, or motorists.",Assisting and Caring for Others,"Hotel, Motel, and Resort Desk Clerks",hotel motel and resort desk clerks,43-4081.00,"Hotel, Motel, and Resort Desk Clerks",43-4081,43-4081.00,"Hotel, Motel, and Resort Desk Clerks",Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.833333333333333,False,4.874681923076923,4.71,99.66,0.4044410817260394,0.1,E0,E2,35070.0,28050.0,37500.0,35880.0,28300.0,39360.0,36750.0,37000.0,35730.0,47060.0,35030.0,29130.0,59110.0,33870.0,35410.0,33280.0,30590.0,29750.0,29970.0,27420.0,37380.0,35860.0,39400.0,33870.0,36320.0,27300.0,34560.0,35330.0,31490.0,38900.0,37300.0,38110.0,29300.0,38590.0,29900.0,34530.0,30630.0,27630.0,37020.0,31330.0,37840.0,30020.0,30550.0,30160.0,29630.0,36250.0,44940.0,33270.0,40460.0,26830.0,35360.0,35050.0,35070.0,23330.0,34020.0,261420.0,3910.0,820.0,5540.0,2420.0,27810.0,5520.0,1490.0,740.0,1170.0,23580.0,9490.0,2810.0,2130.0,6390.0,4640.0,2790.0,1900.0,3890.0,4110.0,1510.0,4020.0,4530.0,6300.0,4430.0,3050.0,4400.0,2660.0,1650.0,5040.0,850.0,5000.0,2940.0,10130.0,7530.0,1390.0,6320.0,3090.0,4080.0,7880.0,530.0,5910.0,1760.0,6930.0,23690.0,4120.0,580.0,6560.0,5630.0,1730.0,5100.0,950.0,111.0,1230.0,240.0
"Make and confirm reservations for transportation and accommodations, using telephones, faxes, mail, and computers.",make and confirm reservations for transportation and accommodations using telephones faxes mail and computers,"Make travel, accommodations, or entertainment arrangements for others.","Provide general assistance to others, such as customers, patrons, or motorists.",Assisting and Caring for Others,Reservation and Transportation Ticket Agents and Travel Clerks,reservation and transportation ticket agents and travel clerks,43-4181.00,Reservation and Transportation Ticket Agents and Travel Clerks,43-4181,43-4181.00,Reservation and Transportation Ticket Agents and Travel Clerks,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.8966,False,3.130049230769231,4.16,71.98,0.2037117795325301,0.1,E1,E2,44390.0,36620.0,45870.0,45710.0,42040.0,49420.0,45960.0,39380.0,43140.0,46550.0,39490.0,47860.0,45020.0,40230.0,47850.0,41400.0,36880.0,34940.0,45840.0,44520.0,40700.0,40750.0,44230.0,60220.0,60090.0,37730.0,40560.0,43110.0,37850.0,41000.0,40920.0,38780.0,47850.0,42990.0,44630.0,34870.0,36070.0,47340.0,40570.0,44380.0,45420.0,43740.0,35860.0,38530.0,38220.0,38660.0,38310.0,44140.0,48520.0,34030.0,35950.0,44390.0,27230.0,44390.0,29030.0,118710.0,150.0,1000.0,3020.0,430.0,10580.0,3650.0,510.0,70.0,100.0,14740.0,5880.0,1590.0,420.0,7080.0,550.0,200.0,180.0,1860.0,520.0,410.0,720.0,1560.0,1980.0,2160.0,170.0,1770.0,480.0,650.0,2660.0,150.0,2780.0,600.0,5510.0,5760.0,150.0,1200.0,920.0,1340.0,4020.0,210.0,1010.0,230.0,1410.0,18410.0,3260.0,140.0,2540.0,2970.0,100.0,880.0,213.0,220.0,510.0,300.0
"Make appointments, keep records, or perform other clerical duties in doctors' offices or clinics.",make appointments keep records or perform other clerical duties in doctors offices or clinics,Schedule patient procedures or appointments.,Schedule appointments.,Scheduling Work and Activities,Licensed Practical and Licensed Vocational Nurses,licensed practical and licensed vocational nurses,29-2061.00,Licensed Practical and Licensed Vocational Nurses,29-2061,29-2061.00,Licensed Practical and Licensed Vocational Nurses,Health Technologists and Technicians,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.76470588235294,False,2.0671769230769232,4.18,55.78,0.1231057617734223,0.1,E2,E1,64400.0,57030.0,80800.0,77070.0,56620.0,79750.0,73880.0,73690.0,68710.0,75740.0,61770.0,62030.0,71140.0,63800.0,75000.0,65720.0,62630.0,61760.0,60460.0,57470.0,73200.0,74660.0,80220.0,65460.0,63750.0,50220.0,61530.0,62210.0,62660.0,76160.0,77110.0,75160.0,59330.0,67180.0,63270.0,62300.0,61950.0,58320.0,80470.0,63940.0,80090.0,61820.0,52750.0,58870.0,62240.0,63230.0,69930.0,64920.0,83150.0,55360.0,63760.0,63460.0,42870.0,30760.0,64660.0,648410.0,11580.0,290.0,6530.0,10010.0,82850.0,4920.0,8540.0,2240.0,1040.0,38620.0,21060.0,840.0,1880.0,17440.0,14480.0,5510.0,7530.0,8570.0,17600.0,760.0,9560.0,13210.0,10880.0,12840.0,9850.0,14700.0,1620.0,4580.0,3350.0,2220.0,17410.0,2460.0,39400.0,18010.0,1920.0,39900.0,11540.0,4260.0,38260.0,1290.0,9400.0,2050.0,20830.0,57560.0,1680.0,1130.0,15550.0,6780.0,6050.0,7390.0,480.0,90.0,2990.0,50.0
"Make appointments, keep records, or perform other clerical duties in doctors' offices or clinics.",make appointments keep records or perform other clerical duties in doctors offices or clinics,Maintain medical facility records.,Maintain health or medical records.,Documenting/Recording Information,Licensed Practical and Licensed Vocational Nurses,licensed practical and licensed vocational nurses,29-2061.00,Licensed Practical and Licensed Vocational Nurses,29-2061,29-2061.00,Licensed Practical and Licensed Vocational Nurses,Health Technologists and Technicians,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.76470588235294,False,2.0671769230769232,4.18,55.78,0.1231057617734223,0.1,E2,E1,64400.0,57030.0,80800.0,77070.0,56620.0,79750.0,73880.0,73690.0,68710.0,75740.0,61770.0,62030.0,71140.0,63800.0,75000.0,65720.0,62630.0,61760.0,60460.0,57470.0,73200.0,74660.0,80220.0,65460.0,63750.0,50220.0,61530.0,62210.0,62660.0,76160.0,77110.0,75160.0,59330.0,67180.0,63270.0,62300.0,61950.0,58320.0,80470.0,63940.0,80090.0,61820.0,52750.0,58870.0,62240.0,63230.0,69930.0,64920.0,83150.0,55360.0,63760.0,63460.0,42870.0,30760.0,64660.0,648410.0,11580.0,290.0,6530.0,10010.0,82850.0,4920.0,8540.0,2240.0,1040.0,38620.0,21060.0,840.0,1880.0,17440.0,14480.0,5510.0,7530.0,8570.0,17600.0,760.0,9560.0,13210.0,10880.0,12840.0,9850.0,14700.0,1620.0,4580.0,3350.0,2220.0,17410.0,2460.0,39400.0,18010.0,1920.0,39900.0,11540.0,4260.0,38260.0,1290.0,9400.0,2050.0,20830.0,57560.0,1680.0,1130.0,15550.0,6780.0,6050.0,7390.0,480.0,90.0,2990.0,50.0
"Make appointments, keep records, or perform other clerical duties in doctors' offices or clinics.",make appointments keep records or perform other clerical duties in doctors offices or clinics,Perform clerical work in medical settings.,Perform administrative or clerical activities.,Performing Administrative Activities,Licensed Practical and Licensed Vocational Nurses,licensed practical and licensed vocational nurses,29-2061.00,Licensed Practical and Licensed Vocational Nurses,29-2061,29-2061.00,Licensed Practical and Licensed Vocational Nurses,Health Technologists and Technicians,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.76470588235294,False,2.0671769230769232,4.18,55.78,0.1231057617734223,0.1,E2,E1,64400.0,57030.0,80800.0,77070.0,56620.0,79750.0,73880.0,73690.0,68710.0,75740.0,61770.0,62030.0,71140.0,63800.0,75000.0,65720.0,62630.0,61760.0,60460.0,57470.0,73200.0,74660.0,80220.0,65460.0,63750.0,50220.0,61530.0,62210.0,62660.0,76160.0,77110.0,75160.0,59330.0,67180.0,63270.0,62300.0,61950.0,58320.0,80470.0,63940.0,80090.0,61820.0,52750.0,58870.0,62240.0,63230.0,69930.0,64920.0,83150.0,55360.0,63760.0,63460.0,42870.0,30760.0,64660.0,648410.0,11580.0,290.0,6530.0,10010.0,82850.0,4920.0,8540.0,2240.0,1040.0,38620.0,21060.0,840.0,1880.0,17440.0,14480.0,5510.0,7530.0,8570.0,17600.0,760.0,9560.0,13210.0,10880.0,12840.0,9850.0,14700.0,1620.0,4580.0,3350.0,2220.0,17410.0,2460.0,39400.0,18010.0,1920.0,39900.0,11540.0,4260.0,38260.0,1290.0,9400.0,2050.0,20830.0,57560.0,1680.0,1130.0,15550.0,6780.0,6050.0,7390.0,480.0,90.0,2990.0,50.0
"Make clinical recommendations to physicians, other health care providers, insurance companies, patients, or health care organizations.",make clinical recommendations to physicians other health care providers insurance companies patients or health care organizations,Advise medical personnel regarding healthcare issues.,Advise others on healthcare or wellness issues.,Providing Consultation and Advice to Others,Clinical Nurse Specialists,clinical nurse specialists,29-1141.04,Clinical Nurse Specialists,29-1141,29-1141.04,Registered Nurses,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.618614630159379,False,0.7727953846153846,4.0,100.0,0.0647876488812392,0.1,E1,E2,97550.0,77080.0,109480.0,99500.0,78940.0,140270.0,100260.0,102740.0,99520.0,102540.0,84190.0,93550.0,136320.0,92460.0,95990.0,83500.0,78630.0,79320.0,81040.0,80230.0,86990.0,99790.0,104550.0,94300.0,101510.0,77090.0,81780.0,85280.0,84730.0,103670.0,99700.0,106500.0,94340.0,109440.0,84350.0,80730.0,82510.0,82920.0,129010.0,96430.0,100640.0,82360.0,78060.0,81500.0,95970.0,84600.0,97460.0,93600.0,124200.0,80130.0,95530.0,83760.0,97550.0,39880.0,84120.0,808230.0,64975.0,8980.0,87466.0,35154.0,405273.0,65154.0,47960.0,17087.0,13679.0,274941.0,120707.0,15472.0,20184.0,166095.0,82480.0,41156.0,40415.0,60144.0,58554.0,19777.0,63265.0,105461.0,125489.0,83831.0,34747.0,91244.0,13093.0,29558.0,32368.0,18402.0,110818.0,21499.0,246088.0,132867.0,13559.0,171859.0,45760.0,47505.0,175195.0,12065.0,59486.0,17589.0,86330.0,324491.0,32786.0,8860.0,92655.0,82815.0,28015.0,81380.0,6373.0,825.0,25433.0,562.0
"Make decisions that balance the perspectives of private citizens, public officials, and party leaders.",make decisions that balance the perspectives of private citizens public officials and party leaders,Collect data about customer needs.,Collect data about consumer needs or opinions.,Getting Information,Legislators,legislators,11-1031.00,Legislators,11-1031,11-1031.00,Legislators,Top Executives,Management Occupations,2026-05-31,0.0030529241359659,4.8368,False,0.3545667692307692,3.824,91.653,0.2298321726494965,1.16,E2,E2,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
"Make decisions that balance the perspectives of private citizens, public officials, and party leaders.",make decisions that balance the perspectives of private citizens public officials and party leaders,Analyze data to inform operational decisions or activities.,Analyze data to improve operations.,Analyzing Data or Information,Legislators,legislators,11-1031.00,Legislators,11-1031,11-1031.00,Legislators,Top Executives,Management Occupations,2026-05-31,0.0030529241359659,4.8368,False,0.3545667692307692,3.824,91.653,0.2298321726494965,1.16,E2,E2,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
"Make decisions that balance the perspectives of private citizens, public officials, and party leaders.",make decisions that balance the perspectives of private citizens public officials and party leaders,Implement organizational process or policy changes.,Implement procedures or processes.,Making Decisions and Solving Problems,Legislators,legislators,11-1031.00,Legislators,11-1031,11-1031.00,Legislators,Top Executives,Management Occupations,2026-05-31,0.0030529241359659,4.8368,False,0.3545667692307692,3.824,91.653,0.2298321726494965,1.16,E2,E2,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
"Make decisions that balance the perspectives of private citizens, public officials, and party leaders.",make decisions that balance the perspectives of private citizens public officials and party leaders,Implement design or process improvements.,Implement procedures or processes.,Making Decisions and Solving Problems,Legislators,legislators,11-1031.00,Legislators,11-1031,11-1031.00,Legislators,Top Executives,Management Occupations,2026-05-31,0.0030529241359659,4.8368,False,0.3545667692307692,3.824,91.653,0.2298321726494965,1.16,E2,E2,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,30590.8,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
Make diagnoses when different illnesses occur together or in situations where the diagnosis may be obscure.,make diagnoses when different illnesses occur together or in situations where the diagnosis may be obscure,Diagnose medical conditions.,Diagnose health conditions or disorders.,Making Decisions and Solving Problems,"Internists, General",internists general,29-1063.00,General Internal Medicine Physicians,29-1216,29-1216.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.9459,False,2.569403076923077,4.34,100.0,0.2041938666666667,0.1,E0,E2,256560.0,311180.0,366080.0,259320.0,233130.0,313890.0,299990.0,208000.0,256560.0,223250.0,222600.0,425460.0,256560.0,355390.0,140680.0,314390.0,122920.0,256560.0,241530.0,210390.0,316880.0,260410.0,285250.0,149990.0,373700.0,325610.0,216570.0,256560.0,221360.0,114090.0,229210.0,89990.0,256560.0,183460.0,289780.0,338400.0,249990.0,216570.0,268570.0,213310.0,379490.0,359500.0,280520.0,232220.0,269110.0,331720.0,228670.0,256560.0,340010.0,72680.0,367160.0,256560.0,324920.0,133120.0,256560.0,67150.0,310.0,110.0,2570.0,290.0,6370.0,450.0,980.0,208.0,490.0,2390.0,5440.0,220.0,130.0,1130.0,2380.0,380.0,617.0,1060.0,830.0,270.0,3250.0,1590.0,2060.0,2270.0,390.0,160.0,219.0,900.0,390.0,450.0,2920.0,374.0,10000.0,1700.0,200.0,1540.0,490.0,230.0,990.0,300.0,1260.0,160.0,1370.0,3850.0,210.0,180.0,860.0,1100.0,630.0,1450.0,120.0,40.0,40.0,14.0
Make manuscript acceptance or revision recommendations to the publisher.,make manuscript acceptance or revision recommendations to the publisher,Edit written materials.,Edit written materials or documents.,Making Decisions and Solving Problems,Editors,editors,27-3041.00,Editors,27-3041,27-3041.00,Writers and Editors,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.2647,False,1.0184588461538462,3.76,61.15,0.0586045059829867,0.1,E1,E1,77920.0,63330.0,63630.0,63090.0,50180.0,98030.0,77870.0,85950.0,75020.0,83920.0,73950.0,76650.0,55070.0,77920.0,76060.0,56440.0,57200.0,61920.0,59430.0,58860.0,50180.0,75550.0,83170.0,63090.0,62650.0,54380.0,61620.0,61750.0,46320.0,72510.0,66510.0,81680.0,64250.0,101480.0,73740.0,60520.0,72160.0,50780.0,71540.0,63460.0,77960.0,62000.0,56730.0,59550.0,45950.0,65040.0,66860.0,80590.0,77850.0,56630.0,64270.0,46710.0,77920.0,39640.0,77920.0,91690.0,530.0,60.0,820.0,260.0,14830.0,1830.0,1050.0,170.0,3310.0,3790.0,1920.0,100.0,230.0,4560.0,830.0,900.0,500.0,490.0,330.0,300.0,1850.0,3100.0,1690.0,1970.0,290.0,880.0,200.0,360.0,909.0,250.0,2120.0,230.0,16800.0,1870.0,200.0,1800.0,500.0,1110.0,3240.0,340.0,500.0,140.0,1390.0,6460.0,590.0,240.0,2720.0,1860.0,260.0,1510.0,110.0,39.0,300.0,19.0
Make recommendations to management concerning such issues as staffing decisions or procedural changes.,make recommendations to management concerning such issues as staffing decisions or procedural changes,Provide information to coworkers.,Communicate with others about operational plans or activities.,"Communicating with Supervisors, Peers, or Subordinates",First-Line Supervisors of Office and Administrative Support Workers,firstline supervisors of office and administrative support workers,43-1011.00,First-Line Supervisors of Office and Administrative Support Workers,43-1011,43-1011.00,First-Line Supervisors of Office and Administrative Support Workers,Supervisors of Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.843766113230897,False,0.460245,3.83,95.67,0.1439453296894335,0.4,E2,E2,69500.0,60360.0,69840.0,64250.0,58100.0,77590.0,76600.0,78200.0,75220.0,79200.0,64360.0,64620.0,63080.0,61390.0,69010.0,69490.0,64400.0,64000.0,63180.0,57180.0,67530.0,74140.0,76770.0,64720.0,76440.0,58380.0,63050.0,62550.0,61980.0,63090.0,73250.0,76640.0,62640.0,79170.0,62340.0,68720.0,64220.0,60870.0,74300.0,65270.0,76030.0,62920.0,62530.0,66390.0,64940.0,66900.0,68790.0,67170.0,79480.0,53660.0,70560.0,63050.0,44980.0,42840.0,55630.0,1436680.0,20140.0,5690.0,31930.0,13630.0,149230.0,26100.0,24420.0,5480.0,4080.0,93850.0,42630.0,10090.0,8360.0,42400.0,21780.0,10190.0,12010.0,19670.0,20810.0,6000.0,27860.0,34520.0,30690.0,21690.0,13680.0,22360.0,4030.0,9930.0,14380.0,7600.0,55210.0,8330.0,83110.0,35830.0,1830.0,45070.0,19860.0,12200.0,56600.0,5090.0,26710.0,1750.0,49870.0,160600.0,18890.0,1710.0,35160.0,31790.0,6900.0,22950.0,1980.0,990.0,16400.0,510.0
"Make reservations for patrons, such as for dinner, spa treatments, or golf tee times, and obtain tickets to special events.",make reservations for patrons such as for dinner spa treatments or golf tee times and obtain tickets to special events,Arrange services or reservations for patrons.,"Provide general assistance to others, such as customers, patrons, or motorists.",Assisting and Caring for Others,Concierges,concierges,39-6012.00,Concierges,39-6012,39-6012.00,"Baggage Porters, Bellhops, and Concierges","Baggage Porters, Bellhops, and Concierges",Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.732726353060192,False,3.1792584615384616,4.32,100.0,1.008382950322854,0.4,E1,E2,38950.0,30120.0,38950.0,37460.0,31340.0,43560.0,46720.0,40550.0,32420.0,38230.0,35660.0,33960.0,60090.0,34760.0,36900.0,34160.0,40080.0,35340.0,31390.0,31340.0,45330.0,39950.0,40120.0,35740.0,36880.0,35360.0,33280.0,37520.0,38950.0,36820.0,38950.0,37740.0,35740.0,57570.0,34780.0,38950.0,35660.0,29930.0,38700.0,39560.0,54850.0,34110.0,38950.0,35320.0,36070.0,38550.0,45610.0,38050.0,47330.0,35130.0,40460.0,52060.0,38950.0,23810.0,38950.0,49240.0,300.0,102.0,420.0,90.0,5150.0,580.0,400.0,40.0,3000.0,5380.0,1440.0,510.0,250.0,1460.0,250.0,70.0,110.0,420.0,320.0,110.0,1130.0,1144.0,900.0,928.0,130.0,500.0,50.0,270.0,1110.0,120.0,2650.0,50.0,6040.0,660.0,135.0,590.0,430.0,420.0,2160.0,158.0,580.0,144.0,460.0,2600.0,250.0,90.0,2170.0,1320.0,40.0,260.0,50.0,21.0,310.0,10.0
Make system device lists or event timing charts.,make system device lists or event timing charts,Document technical design details.,"Document technical designs, procedures, or activities.",Documenting/Recording Information,Robotics Engineers,robotics engineers,17-2199.08,Robotics Engineers,17-2199,17-2199.08,Miscellaneous Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,5.0,False,0.1584730769230769,3.18,93.33,0.0372160404991566,0.3,E2,E1,122930.0,152550.0,142390.0,102280.0,76940.0,130850.0,132590.0,124110.0,103580.0,151920.0,105410.0,112260.0,122800.0,130970.0,111930.0,120880.0,103090.0,76100.0,99830.0,99070.0,120430.0,129770.0,131260.0,121000.0,108850.0,111030.0,102980.0,97470.0,88490.0,103780.0,128130.0,132450.0,162070.0,117600.0,112450.0,100250.0,120470.0,119810.0,123220.0,108950.0,117080.0,110490.0,112260.0,96640.0,115810.0,110320.0,126550.0,148160.0,134570.0,118800.0,110360.0,113050.0,100010.0,81370.0,122930.0,25497.0,4008.0,232.0,1993.0,950.0,33143.0,2942.0,2815.0,79.0,4124.0,9963.0,4773.0,1274.0,649.0,2919.0,1784.0,1274.0,904.0,579.0,7310.0,683.0,8503.0,3302.0,8920.0,1494.0,556.0,2143.0,278.0,348.0,1008.0,707.0,5259.0,2537.0,6673.0,4947.0,255.0,8109.0,996.0,2352.0,3765.0,440.0,1483.0,127.0,5097.0,12534.0,2027.0,452.0,5862.0,4147.0,765.0,799.0,127.0,93.0,1031.0,6.0
Make tentative diagnoses and decisions about management and treatment of patients.,make tentative diagnoses and decisions about management and treatment of patients,Diagnose medical conditions.,Diagnose health conditions or disorders.,Making Decisions and Solving Problems,Physician Assistants,physician assistants,29-1071.00,Physician Assistants,29-1071,29-1071.00,Physician Assistants,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.680934635914996,False,7.3889,4.94,100.0,0.64167,0.1,E0,E2,135880.0,104960.0,150700.0,134650.0,118430.0,165650.0,134540.0,139860.0,139350.0,135140.0,129620.0,115390.0,164050.0,133790.0,131950.0,132050.0,134770.0,125640.0,120760.0,128870.0,131170.0,137560.0,142410.0,131510.0,141190.0,105920.0,135130.0,141470.0,133040.0,134660.0,150960.0,165690.0,139920.0,160880.0,129360.0,133450.0,132090.0,136550.0,155780.0,127070.0,139930.0,122490.0,133200.0,118240.0,134550.0,134740.0,150490.0,135940.0,164360.0,128610.0,133950.0,136080.0,135880.0,135880.0,135880.0,162150.0,930.0,700.0,3750.0,850.0,13600.0,3270.0,3570.0,860.0,470.0,9310.0,5610.0,530.0,1320.0,3790.0,2110.0,1200.0,890.0,1360.0,1360.0,1030.0,2950.0,4470.0,6310.0,3660.0,320.0,2300.0,600.0,1330.0,1090.0,1060.0,4790.0,700.0,19140.0,7490.0,510.0,4900.0,1770.0,2250.0,9020.0,810.0,2250.0,680.0,2240.0,10110.0,1610.0,410.0,4340.0,3540.0,1080.0,3580.0,330.0,69.0,972.0,33.0
"Manage backup, security and user help systems.",manage backup security and user help systems,Develop computer or information systems.,Design computer or information systems or applications.,Thinking Creatively,Computer and Information Systems Managers,computer and information systems managers,11-3021.00,Computer and Information Systems Managers,11-3021,11-3021.00,Computer and Information Systems Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.6521,False,1.842912307692308,4.19,65.58,0.6070290921605355,0.5149980848904877,E2,E2,175140.0,138670.0,133490.0,166430.0,127220.0,218290.0,199420.0,171750.0,168500.0,195190.0,168470.0,173940.0,141640.0,162240.0,171730.0,142040.0,143780.0,164830.0,140360.0,127500.0,160260.0,171490.0,214960.0,163760.0,176380.0,124280.0,159460.0,132860.0,135780.0,165000.0,176540.0,203460.0,137730.0,214300.0,172860.0,149130.0,163640.0,137280.0,175270.0,163910.0,167270.0,160860.0,162240.0,158700.0,171530.0,163610.0,138460.0,201490.0,209370.0,139820.0,160140.0,120850.0,92560.0,99780.0,87900.0,670570.0,7670.0,970.0,14270.0,3420.0,94720.0,11510.0,10570.0,2140.0,5690.0,35040.0,18560.0,1200.0,1950.0,31680.0,8060.0,3920.0,4050.0,3130.0,2860.0,1450.0,14620.0,24910.0,16010.0,10970.0,1710.0,11130.0,1180.0,5070.0,3610.0,3810.0,34470.0,1500.0,48050.0,25650.0,850.0,19500.0,3790.0,7440.0,27060.0,1210.0,4930.0,380.0,12040.0,73060.0,8810.0,1100.0,17550.0,16960.0,1100.0,8880.0,330.0,90.0,1370.0,60.0
"Manage client portfolios, keeping client plans up-to-date.",manage client portfolios keeping client plans uptodate,Implement financial decisions.,Implement procedures or processes.,Making Decisions and Solving Problems,Personal Financial Advisors,personal financial advisors,13-2052.00,Personal Financial Advisors,13-2052,13-2052.00,Financial Analysts and Advisors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.8163,False,0.7584615384615385,4.44,96.15,0.5188187297483338,0.8999999999999999,E2,E2,105070.0,77990.0,78690.0,96950.0,79420.0,130330.0,89280.0,129720.0,125050.0,104990.0,100970.0,101450.0,76070.0,94370.0,120130.0,87710.0,92310.0,102530.0,67150.0,105070.0,105070.0,99880.0,125670.0,77930.0,102660.0,63300.0,99930.0,97450.0,93280.0,92720.0,96780.0,158570.0,94270.0,166400.0,96880.0,76870.0,90990.0,68670.0,122830.0,105200.0,80200.0,96330.0,128720.0,84160.0,99160.0,77390.0,110020.0,102640.0,114050.0,80010.0,119430.0,77490.0,105070.0,105070.0,105070.0,266800.0,2540.0,555.0,6430.0,1320.0,32200.0,6730.0,2891.0,826.0,480.0,21490.0,6830.0,550.0,760.0,9760.0,5400.0,1920.0,4150.0,2040.0,1470.0,850.0,5260.0,6200.0,6570.0,5280.0,790.0,4480.0,872.0,2210.0,1730.0,1850.0,9300.0,610.0,21550.0,12340.0,540.0,7680.0,1140.0,3070.0,12200.0,1130.0,2400.0,620.0,3970.0,18200.0,2520.0,520.0,6340.0,5790.0,670.0,5200.0,310.0,114.0,440.0,55.0
"Manage paper or electronic filing systems by recording information, updating paperwork, or maintaining documents, such as attendance records or correspondence.",manage paper or electronic filing systems by recording information updating paperwork or maintaining documents such as attendance records or correspondence,Select resources needed to accomplish tasks.,Select materials or equipment for operations or projects.,Making Decisions and Solving Problems,Administrative Services Managers,administrative services managers,11-3011.00,Administrative Services Managers,11-3012,11-3012.00,Administrative Services and Facilities Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0339213792885103,4.859948530407694,True,0.5945069658119658,3.637777777777778,76.30555555555556,0.3888888888888889,2.0358439533727744,E1,E1,111640.0,116703.33333333331,108770.0,100733.33333333331,86256.66666666667,112133.33333333331,145503.33333333334,117130.0,136360.0,124330.0,96160.0,110286.66666666669,110143.33333333331,95210.0,106900.0,110180.0,110950.0,118136.66666666669,108000.0,98513.33333333331,103023.33333333331,109600.0,119173.33333333331,104856.66666666669,128100.0,95233.33333333331,98073.33333333331,118480.0,104530.0,97803.33333333331,119156.66666666669,137676.66666666666,105896.66666666669,138636.66666666666,106463.33333333331,93560.0,100246.66666666669,99910.0,112403.33333333331,102190.0,121490.0,117526.66666666669,104700.0,120516.66666666669,109270.0,115573.33333333331,94263.33333333331,126080.0,133750.0,88230.0,106840.0,115783.33333333331,69400.0,66786.66666666667,72133.33333333333,202003.3333333333,886.6666666666666,970.0,5643.333333333333,1033.3333333333333,34343.333333333336,2276.6666666666665,3003.333333333333,560.0,996.6666666666666,13106.666666666668,10036.666666666666,1293.3333333333337,790.0,11086.666666666668,5116.666666666667,1700.0,1126.6666666666663,2077.333333333333,2560.0,774.6666666666666,4616.666666666667,8110.0,6033.333333333333,6040.0,1443.3333333333333,3453.333333333333,380.0,2210.0,2423.333333333333,690.0,9170.0,879.3333333333333,13200.0,6510.0,290.0,7330.0,1826.6666666666663,2356.6666666666665,5543.333333333333,676.6666666666667,2566.6666666666665,423.33333333333337,6306.666666666667,19700.0,1703.3333333333333,453.33333333333337,2883.333333333333,3256.6666666666665,1463.3333333333333,4150.0,143.33333333333334,846.6666666666666,2730.0,50.0
"Manage paper or electronic filing systems by recording information, updating paperwork, or maintaining documents, such as attendance records or correspondence.",manage paper or electronic filing systems by recording information updating paperwork or maintaining documents such as attendance records or correspondence,"Maintain records, documents, or other files.",Maintain operational records.,Documenting/Recording Information,Administrative Services Managers,administrative services managers,11-3011.00,Administrative Services Managers,11-3012,11-3012.00,Administrative Services and Facilities Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0339213792885103,4.859948530407694,True,0.5945069658119658,3.637777777777778,76.30555555555556,0.3888888888888889,2.0358439533727744,E1,E1,111640.0,116703.33333333331,108770.0,100733.33333333331,86256.66666666667,112133.33333333331,145503.33333333334,117130.0,136360.0,124330.0,96160.0,110286.66666666669,110143.33333333331,95210.0,106900.0,110180.0,110950.0,118136.66666666669,108000.0,98513.33333333331,103023.33333333331,109600.0,119173.33333333331,104856.66666666669,128100.0,95233.33333333331,98073.33333333331,118480.0,104530.0,97803.33333333331,119156.66666666669,137676.66666666666,105896.66666666669,138636.66666666666,106463.33333333331,93560.0,100246.66666666669,99910.0,112403.33333333331,102190.0,121490.0,117526.66666666669,104700.0,120516.66666666669,109270.0,115573.33333333331,94263.33333333331,126080.0,133750.0,88230.0,106840.0,115783.33333333331,69400.0,66786.66666666667,72133.33333333333,202003.3333333333,886.6666666666666,970.0,5643.333333333333,1033.3333333333333,34343.333333333336,2276.6666666666665,3003.333333333333,560.0,996.6666666666666,13106.666666666668,10036.666666666666,1293.3333333333337,790.0,11086.666666666668,5116.666666666667,1700.0,1126.6666666666663,2077.333333333333,2560.0,774.6666666666666,4616.666666666667,8110.0,6033.333333333333,6040.0,1443.3333333333333,3453.333333333333,380.0,2210.0,2423.333333333333,690.0,9170.0,879.3333333333333,13200.0,6510.0,290.0,7330.0,1826.6666666666663,2356.6666666666665,5543.333333333333,676.6666666666667,2566.6666666666665,423.33333333333337,6306.666666666667,19700.0,1703.3333333333333,453.33333333333337,2883.333333333333,3256.6666666666665,1463.3333333333333,4150.0,143.33333333333334,846.6666666666666,2730.0,50.0
"Manage schedules and set dates, times, and locations for meetings and appointments.",manage schedules and set dates times and locations for meetings and appointments,Schedule appointments.,Schedule appointments.,Scheduling Work and Activities,Word Processors and Typists,word processors and typists,43-9022.00,Word Processors and Typists,43-9022,43-9022.00,Data Entry and Information Processing Workers,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0226142528590069,4.785059111292296,False,1.595623846153846,3.89,57.58,0.1978901849386518,0.2,E2,E2,49280.0,46860.0,49280.0,42070.0,43010.0,56380.0,57550.0,49250.0,45480.0,49180.0,35770.0,31450.0,40060.0,49930.0,45490.0,39520.0,43210.0,49280.0,49280.0,49280.0,49280.0,47110.0,53740.0,47970.0,51550.0,49280.0,37440.0,49280.0,47080.0,41290.0,49280.0,49520.0,46400.0,48400.0,49280.0,49280.0,48670.0,43710.0,52420.0,41000.0,47040.0,42840.0,49280.0,49750.0,47720.0,49280.0,49280.0,46130.0,46110.0,36060.0,48540.0,49280.0,49280.0,32270.0,49280.0,35010.0,70.0,73.0,725.0,40.0,10270.0,59.99999999999999,170.0,50.0,120.0,1000.0,1094.0,270.0,59.99999999999999,490.0,120.0,360.0,322.0,160.0,433.0,143.0,210.0,350.0,520.0,210.0,260.0,260.0,114.0,80.0,170.0,153.0,3560.0000000000005,59.99999999999999,12340.0,1105.0,96.0,310.0,40.0,40.0,1170.0,120.0,30.0,102.0,90.0,290.0,388.0,68.0,290.0,140.0,80.0,180.0,62.99999999999999,14.999999999999998,1700.0,7.0
Manage tracking and reporting of search-related activities and provide analyses to marketing executives.,manage tracking and reporting of searchrelated activities and provide analyses to marketing executives,Analyze website or related online data to track trends or usage.,Analyze market or industry conditions.,Analyzing Data or Information,Search Marketing Strategists,search marketing strategists,15-1199.10,Search Marketing Strategists,13-1161,13-1161.01,Market Research Analysts and Marketing Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.775532882109305,False,0.6489953846153846,4.52,100.0,0.49903485841892,1.0,E2,E2,78760.0,59530.0,66710.0,71940.0,65430.0,94700.0,93050.0,77740.0,101270.0,98090.0,75450.0,75850.0,59390.0,60970.0,79120.0,63700.0,66390.0,70430.0,61480.0,59690.0,71980.0,76370.0,101810.0,66780.0,87510.0,56640.0,70140.0,68080.0,60000.0,71840.0,64570.0,88190.0,61950.0,98580.0,78410.0,61580.0,72790.0,61940.0,79150.0,68760.0,86240.0,69440.0,63490.0,69790.0,72520.0,62630.0,74880.0,76980.0,95120.0,52340.0,64800.0,60990.0,42240.0,39330.0,59990.0,449790.0,9503.0,646.0,17952.0,7079.0,134863.0,31578.0,11247.0,3570.0000000000005,7181.0,60770.0,27810.0,1824.0,4281.0,45940.0,14400.0,10058.0,8089.999999999999,7124.0,6071.0,2707.0,15370.0,44977.0,27432.0,24103.0,2968.0,16865.0,1654.0,4281.0,6547.0,4757.0,26039.0,1824.0,91177.0,30700.0,1756.0,31000.0,7498.0,12810.0,31040.0,3636.0,13501.0,1733.0,14770.0,71753.0,14510.0,860.0000000000001,29007.0,27704.0,1869.0,17669.0,963.0,91.0,2741.0,102.0
Manage tracking and reporting of search-related activities and provide analyses to marketing executives.,manage tracking and reporting of searchrelated activities and provide analyses to marketing executives,Collaborate with others to develop or implement marketing strategies.,Communicate with others about business strategies.,"Communicating with Supervisors, Peers, or Subordinates",Search Marketing Strategists,search marketing strategists,15-1199.10,Search Marketing Strategists,13-1161,13-1161.01,Market Research Analysts and Marketing Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.775532882109305,False,0.6489953846153846,4.52,100.0,0.49903485841892,1.0,E2,E2,78760.0,59530.0,66710.0,71940.0,65430.0,94700.0,93050.0,77740.0,101270.0,98090.0,75450.0,75850.0,59390.0,60970.0,79120.0,63700.0,66390.0,70430.0,61480.0,59690.0,71980.0,76370.0,101810.0,66780.0,87510.0,56640.0,70140.0,68080.0,60000.0,71840.0,64570.0,88190.0,61950.0,98580.0,78410.0,61580.0,72790.0,61940.0,79150.0,68760.0,86240.0,69440.0,63490.0,69790.0,72520.0,62630.0,74880.0,76980.0,95120.0,52340.0,64800.0,60990.0,42240.0,39330.0,59990.0,449790.0,9503.0,646.0,17952.0,7079.0,134863.0,31578.0,11247.0,3570.0000000000005,7181.0,60770.0,27810.0,1824.0,4281.0,45940.0,14400.0,10058.0,8089.999999999999,7124.0,6071.0,2707.0,15370.0,44977.0,27432.0,24103.0,2968.0,16865.0,1654.0,4281.0,6547.0,4757.0,26039.0,1824.0,91177.0,30700.0,1756.0,31000.0,7498.0,12810.0,31040.0,3636.0,13501.0,1733.0,14770.0,71753.0,14510.0,860.0000000000001,29007.0,27704.0,1869.0,17669.0,963.0,91.0,2741.0,102.0
Manage user access to systems and equipment through account management and password administration.,manage user access to systems and equipment through account management and password administration,Implement security measures for computer or information systems.,Implement security measures for computer or information systems.,Working with Computers,Telecommunications Engineering Specialists,telecommunications engineering specialists,15-1143.01,Telecommunications Engineering Specialists,15-1241,15-1241.01,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.746096540463313,False,1.1456896153846154,4.0,57.14,0.0591861360784573,0.1,E2,E1,134050.0,130810.0,119720.0,130890.0,110400.0,158870.0,139230.0,143890.0,148390.0,137670.0,132800.0,133890.0,108000.0,107620.0,132790.0,124190.0,103050.0,100610.0,103740.0,106620.0,108570.0,159460.0,155060.0,112040.0,133270.0,90990.0,103130.0,104300.0,116420.0,138060.0,125420.0,162350.0,109080.0,140390.0,127320.0,108990.0,131070.0,109450.0,135660.0,131840.0,131320.0,134990.0,153390.0,123860.0,133310.0,121000.0,110930.0,141340.0,168070.0,122520.0,131720.0,100520.0,134050.0,78200.0,134050.0,81730.0,3820.0,109.0,3629.0,828.0,13523.0,14896.0,1428.0,691.0,1355.0,8521.0,6993.0,291.0,655.0,7103.0,1846.0,1064.0,1610.0,1555.0,427.0,518.0,5329.0,5702.0,2919.0,1855.0,607.0,3056.0,227.0,1228.0,919.0,509.0,5147.0,382.0,8912.0,7594.0,209.0,4684.0,1200.0,1401.0,5529.0,418.0,1773.0,382.0,3938.0,12414.0,1210.0,118.0,8530.0,4302.0,327.0,1973.0,45.0,35.0,218.0,16.0
"Mark copy to indicate and correct errors in type, arrangement, grammar, punctuation, or spelling, using standard printers' marks.",mark copy to indicate and correct errors in type arrangement grammar punctuation or spelling using standard printers marks,"Proofread documents, records, or other files to ensure accuracy.",Examine materials or documentation for accuracy or compliance.,Evaluating Information to Determine Compliance with Standards,Proofreaders and Copy Markers,proofreaders and copy markers,43-9081.00,Proofreaders and Copy Markers,43-9081,43-9081.00,Proofreaders and Copy Markers,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.3683,True,5.021187692307693,4.71,86.77,0.7600750684447587,0.2,E2,E1,51120.0,51120.0,51120.0,51120.0,51120.0,57490.0,51120.0,51120.0,51120.0,68120.0,35610.0,49200.0,51120.0,51120.0,50060.0,40920.0,44680.0,51160.0,46380.0,51120.0,51120.0,53920.0,57160.0,35530.0,49450.0,51120.0,52920.0,51120.0,51120.0,51120.0,51120.0,56700.0,51120.0,59740.0,46140.0,51120.0,55560.0,51120.0,51120.0,47510.0,51120.0,42900.0,51120.0,51120.0,41990.0,42840.0,51120.0,48090.0,53890.0,36730.0,43630.0,51120.0,51120.0,51120.0,51120.0,4580.0,62.0,10.0,95.0,38.0,300.0,120.0,70.0,14.0,50.0,200.0,143.0,18.0,25.0,300.0,80.0,110.0,90.0,70.0,57.0,19.0,81.0,190.0,140.0,86.0,34.0,110.0,15.0,30.0,45.0,20.0,160.0,25.0,1030.0,70.0,13.0,100.0,40.0,58.0,230.0,15.0,40.0,13.0,96.0,200.0,51.0,9.0,90.0,60.0,50.0,60.0,8.0,2.0,27.0,1.0
"Mark up, paste, and complete layouts and write typography instructions to prepare materials for typesetting or printing.",mark up paste and complete layouts and write typography instructions to prepare materials for typesetting or printing,Design layouts for print publications.,Create visual designs or displays.,Thinking Creatively,Art Directors,art directors,27-1011.00,Art Directors,27-1011,27-1011.00,Artists and Related Workers,Art and Design Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.8096,True,1.6664584615384617,4.15,64.05,0.4237226211534014,0.4,E2,E2,114850.0,77220.0,75200.0,114850.0,71930.0,137780.0,99990.0,71900.0,114850.0,114850.0,99660.0,110430.0,89300.0,80680.0,103550.0,105690.0,80940.0,60460.0,76160.0,83640.0,100300.0,98400.0,149320.0,86660.0,109700.0,66020.0,100940.0,73850.0,73270.0,98070.0,132000.0,129200.0,114850.0,137320.0,90000.0,83170.0,94390.0,80680.0,133840.0,97450.0,72550.0,87990.0,66610.0,89860.0,88270.0,106500.0,129260.0,101150.0,121170.0,63550.0,81130.0,114850.0,114850.0,57580.0,114850.0,53070.0,210.0,40.0,450.00000000000006,240.0,12430.0,720.0,1160.0,164.0,310.0,2520.0,1420.0,40.0,291.0,2960.0,350.0,280.0,487.0,320.0,160.0,217.0,570.0,1850.0,1080.0,920.0,90.0,780.0,100.0,140.0,290.0,160.0,1840.0,60.0,8720.0,1675.0,30.0,1050.0,290.0,1040.0,1250.0,90.0,550.0,30.0,930.0,2480.0,290.0,80.0,670.0,650.0,30.0,730.0,95.0,23.0,80.0,11.0
"Mark up, paste, and complete layouts and write typography instructions to prepare materials for typesetting or printing.",mark up paste and complete layouts and write typography instructions to prepare materials for typesetting or printing,Write informational material.,Prepare informational or instructional materials.,Documenting/Recording Information,Art Directors,art directors,27-1011.00,Art Directors,27-1011,27-1011.00,Artists and Related Workers,Art and Design Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.8096,True,1.6664584615384617,4.15,64.05,0.4237226211534014,0.4,E2,E2,114850.0,77220.0,75200.0,114850.0,71930.0,137780.0,99990.0,71900.0,114850.0,114850.0,99660.0,110430.0,89300.0,80680.0,103550.0,105690.0,80940.0,60460.0,76160.0,83640.0,100300.0,98400.0,149320.0,86660.0,109700.0,66020.0,100940.0,73850.0,73270.0,98070.0,132000.0,129200.0,114850.0,137320.0,90000.0,83170.0,94390.0,80680.0,133840.0,97450.0,72550.0,87990.0,66610.0,89860.0,88270.0,106500.0,129260.0,101150.0,121170.0,63550.0,81130.0,114850.0,114850.0,57580.0,114850.0,53070.0,210.0,40.0,450.00000000000006,240.0,12430.0,720.0,1160.0,164.0,310.0,2520.0,1420.0,40.0,291.0,2960.0,350.0,280.0,487.0,320.0,160.0,217.0,570.0,1850.0,1080.0,920.0,90.0,780.0,100.0,140.0,290.0,160.0,1840.0,60.0,8720.0,1675.0,30.0,1050.0,290.0,1040.0,1250.0,90.0,550.0,30.0,930.0,2480.0,290.0,80.0,670.0,650.0,30.0,730.0,95.0,23.0,80.0,11.0
Match individuals' needs and eligibility with available financial aid programs to provide informed recommendations.,match individuals needs and eligibility with available financial aid programs to provide informed recommendations,Assess financial status of clients.,"Evaluate condition of financial assets, property, or other resources.","Judging the Qualities of Objects, Services, or People",Loan Counselors,loan counselors,13-2071.01,Loan Officers,13-2072,13-2072.00,Credit Counselors and Loan Officers,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.61125184716065,False,0.9275023529411764,3.988235294117647,82.49,0.2333333333333333,0.7811421560510022,E1,E2,76690.0,66710.0,72800.0,62160.0,70260.0,81770.0,94520.0,95730.0,83130.0,92890.0,71090.0,68490.0,63740.0,71070.0,79150.0,72960.0,83670.0,86970.0,62090.0,61110.0,81900.0,73580.0,101600.0,74470.0,95170.0,60260.0,73660.0,71570.0,79840.0,64500.0,80660.0,92920.0,62610.0,95710.0,75920.0,84650.0,76370.0,72990.0,94440.0,69300.0,77250.0,63220.0,79920.0,62800.0,66370.0,59440.0,88710.0,78320.0,80120.0,57580.0,78290.0,79620.0,45180.0,35730.0,44780.0,274330.0,5050.0,490.0,10020.0,2610.0,25790.0,3230.0,2220.0,1420.0,370.0,18830.0,9540.0,980.0,2030.0,10890.0,4790.0,2840.0,3540.0,3940.0,2810.0,1060.0,3850.0,4470.0,11340.0,6430.0,3450.0,7050.0,1180.0,2710.0,2580.0,1120.0,6200.0,1140.0,10840.0,10700.0,1370.0,9880.0,4100.0,4220.0,8140.0,1290.0,4140.0,1820.0,6510.0,21200.0,3990.0,350.0,8790.0,6040.0,1290.0,4940.0,740.0,60.0,2360.0,50.0
Match individuals' needs and eligibility with available financial aid programs to provide informed recommendations.,match individuals needs and eligibility with available financial aid programs to provide informed recommendations,Recommend products or services to customers.,Advise others on products or services.,Providing Consultation and Advice to Others,Loan Counselors,loan counselors,13-2071.01,Loan Officers,13-2072,13-2072.00,Credit Counselors and Loan Officers,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.61125184716065,False,0.9275023529411764,3.988235294117647,82.49,0.2333333333333333,0.7811421560510022,E1,E2,76690.0,66710.0,72800.0,62160.0,70260.0,81770.0,94520.0,95730.0,83130.0,92890.0,71090.0,68490.0,63740.0,71070.0,79150.0,72960.0,83670.0,86970.0,62090.0,61110.0,81900.0,73580.0,101600.0,74470.0,95170.0,60260.0,73660.0,71570.0,79840.0,64500.0,80660.0,92920.0,62610.0,95710.0,75920.0,84650.0,76370.0,72990.0,94440.0,69300.0,77250.0,63220.0,79920.0,62800.0,66370.0,59440.0,88710.0,78320.0,80120.0,57580.0,78290.0,79620.0,45180.0,35730.0,44780.0,274330.0,5050.0,490.0,10020.0,2610.0,25790.0,3230.0,2220.0,1420.0,370.0,18830.0,9540.0,980.0,2030.0,10890.0,4790.0,2840.0,3540.0,3940.0,2810.0,1060.0,3850.0,4470.0,11340.0,6430.0,3450.0,7050.0,1180.0,2710.0,2580.0,1120.0,6200.0,1140.0,10840.0,10700.0,1370.0,9880.0,4100.0,4220.0,8140.0,1290.0,4140.0,1820.0,6510.0,21200.0,3990.0,350.0,8790.0,6040.0,1290.0,4940.0,740.0,60.0,2360.0,50.0
"Match order forms with invoices, and record the necessary information.",match order forms with invoices and record the necessary information,Verify accuracy of financial or transactional data.,Evaluate the quality or accuracy of data.,Processing Information,"Bookkeeping, Accounting, and Auditing Clerks",bookkeeping accounting and auditing clerks,43-3031.00,"Bookkeeping, Accounting, and Auditing Clerks",43-3031,43-3031.00,"Bookkeeping, Accounting, and Auditing Clerks",Financial Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.9884,False,1.9162407692307688,4.12,70.12,0.1260537130874532,0.1,E0,E1,50670.0,44640.0,56430.0,50590.0,42840.0,59230.0,54000.0,59970.0,51780.0,65180.0,49330.0,49350.0,48730.0,48310.0,49560.0,47820.0,48180.0,47290.0,46550.0,44890.0,50510.0,53540.0,59830.0,48980.0,54600.0,42840.0,47990.0,47270.0,47110.0,50380.0,52450.0,58300.0,48080.0,58160.0,47930.0,49710.0,48810.0,46180.0,54060.0,48440.0,53280.0,47940.0,46340.0,48180.0,48910.0,49440.0,54720.0,51620.0,58620.0,42890.0,50340.0,47910.0,33280.0,28700.0,46490.0,1373680.0,19890.0,4580.0,22690.0,12510.0,151870.0,26140.0,14929.999999999998,4600.0,1790.0,88670.0,38700.0,5220.0,9540.0,51470.0,29910.0,14020.0,15380.000000000002,23480.0,18980.0,7390.0,18170.0,29110.0,37550.0,26850.0,12160.0,21400.0,6980.0,10050.0,15180.0,7180.0,37550.0,7779.999999999999,84280.0,48760.0,4290.0,45140.0,16490.0,21710.0,48920.0,4570.0,19980.0,10200.0,37680.0,122400.0,12650.0,2950.0,31990.0,32930.0,7620.000000000001,25960.0,3480.0,880.0,6650.0,280.0
"Measure the effectiveness of marketing, advertising, and communications programs and strategies.",measure the effectiveness of marketing advertising and communications programs and strategies,Measure effectiveness of business strategies or practices.,"Evaluate programs, practices, or processes.","Judging the Qualities of Objects, Services, or People",Market Research Analysts and Marketing Specialists,market research analysts and marketing specialists,13-1161.00,Market Research Analysts and Marketing Specialists,13-1161,13-1161.00,Market Research Analysts and Marketing Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0452285057180138,4.823535302954432,False,0.3726923076923076,4.1,90.91,0.130942953880133,0.5,E2,E2,78760.0,59530.0,66710.0,71940.0,65430.0,94700.0,93050.0,77740.0,101270.0,98090.0,75450.0,75850.0,59390.0,60970.0,79120.0,63700.0,66390.0,70430.0,61480.0,59690.0,71980.0,76370.0,101810.0,66780.0,87510.0,56640.0,70140.0,68080.0,60000.0,71840.0,64570.0,88190.0,61950.0,98580.0,78410.0,61580.0,72790.0,61940.0,79150.0,68760.0,86240.0,69440.0,63490.0,69790.0,72520.0,62630.0,74880.0,76980.0,95120.0,52340.0,64800.0,60990.0,42240.0,39330.0,59990.0,449790.0,7277.0,494.0,13748.0,5421.0,103277.0,24182.0,8613.0,3570.0,5499.0,60769.99999999999,27810.0,1396.0,3279.0,35180.0,14400.000000000002,7702.0,8090.0,5456.0,4649.0,2073.0,11770.0,34443.0,21008.0,18457.0,2272.0,12915.0,1266.0,3279.0,5013.0,3643.0,19941.0,1396.0,69823.0,30700.0,1344.0,23740.0,5742.0,9810.0,31040.000000000004,2784.0,10339.0,1327.0,11310.0,54947.0,14509.999999999998,860.0,22213.0,21216.0,1431.0,13531.0,737.0,69.0,2099.0,78.0
"Meet with customers to discuss menus for special occasions, such as weddings, parties, or banquets.",meet with customers to discuss menus for special occasions such as weddings parties or banquets,Plan special events.,Plan events or programs.,"Organizing, Planning, and Prioritizing Work",Chefs and Head Cooks,chefs and head cooks,35-1011.00,Chefs and Head Cooks,35-1011,35-1011.00,Supervisors of Food Preparation and Serving Workers,Supervisors of Food Preparation and Serving Workers,Food Preparation and Serving Related Occupations,2026-05-31,0.0030529241359659,4.520034560967707,False,0.5051846153846153,3.65,100.0,0.1891014285714286,0.5,E1,E0,62470.0,62400.0,52190.0,59890.0,46170.0,64500.0,65400.0,64310.0,61440.0,76420.0,58240.0,66230.0,77360.0,52000.0,58830.0,52190.0,47990.0,58390.0,48070.0,45570.0,57010.0,61590.0,69540.0,60070.0,62600.0,54850.0,64480.0,57470.0,60510.0,62380.0,63400.0,74280.0,62250.0,70670.0,61130.0,74740.0,53990.0,58540.0,63600.0,63860.0,79930.0,71860.0,48470.0,69810.0,56080.0,59060.0,65440.0,63270.0,76010.0,61100.0,61300.0,73170.0,62470.0,30800.0,63960.0,200040.0,1000.0,680.0,4080.0,880.0,31670.0,3970.0,3080.0,590.0,2020.0,19670.0,3680.0,1240.0,550.0,8290.0,1940.0,1640.0,860.0,1790.0,1990.0,1250.0,3220.0,6000.0,5360.0,1730.0,840.0,1750.0,720.0,540.0,3940.0,1170.0,9100.0,770.0,17430.0,4920.0,100.0,4000.0,1430.0,2510.0,9170.0,740.0,2650.0,300.0,3820.0,13270.0,1740.0,610.0,3600.0,5320.0,350.0,1860.0,240.0,85.0,770.0,260.0
"Meet with customers to discuss menus for special occasions, such as weddings, parties, or banquets.",meet with customers to discuss menus for special occasions such as weddings parties or banquets,Communicate with customers to resolve complaints or ensure satisfaction.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,Chefs and Head Cooks,chefs and head cooks,35-1011.00,Chefs and Head Cooks,35-1011,35-1011.00,Supervisors of Food Preparation and Serving Workers,Supervisors of Food Preparation and Serving Workers,Food Preparation and Serving Related Occupations,2026-05-31,0.0030529241359659,4.520034560967707,False,0.5051846153846153,3.65,100.0,0.1891014285714286,0.5,E1,E0,62470.0,62400.0,52190.0,59890.0,46170.0,64500.0,65400.0,64310.0,61440.0,76420.0,58240.0,66230.0,77360.0,52000.0,58830.0,52190.0,47990.0,58390.0,48070.0,45570.0,57010.0,61590.0,69540.0,60070.0,62600.0,54850.0,64480.0,57470.0,60510.0,62380.0,63400.0,74280.0,62250.0,70670.0,61130.0,74740.0,53990.0,58540.0,63600.0,63860.0,79930.0,71860.0,48470.0,69810.0,56080.0,59060.0,65440.0,63270.0,76010.0,61100.0,61300.0,73170.0,62470.0,30800.0,63960.0,200040.0,1000.0,680.0,4080.0,880.0,31670.0,3970.0,3080.0,590.0,2020.0,19670.0,3680.0,1240.0,550.0,8290.0,1940.0,1640.0,860.0,1790.0,1990.0,1250.0,3220.0,6000.0,5360.0,1730.0,840.0,1750.0,720.0,540.0,3940.0,1170.0,9100.0,770.0,17430.0,4920.0,100.0,4000.0,1430.0,2510.0,9170.0,740.0,2650.0,300.0,3820.0,13270.0,1740.0,610.0,3600.0,5320.0,350.0,1860.0,240.0,85.0,770.0,260.0
"Meet with department heads, managers, supervisors, vendors, and others, to solicit cooperation and resolve problems.",meet with department heads managers supervisors vendors and others to solicit cooperation and resolve problems,Confer with organizational members to accomplish work activities.,Communicate with others about operational plans or activities.,"Communicating with Supervisors, Peers, or Subordinates",Computer and Information Systems Managers,computer and information systems managers,11-3021.00,Computer and Information Systems Managers,11-3021,11-3021.00,Computer and Information Systems Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.869606903163951,False,0.4947476923076923,4.1,94.97,0.2254602905387017,0.6149980848904877,E0,E0,175140.0,138670.0,133490.0,166430.0,127220.0,218290.0,199420.0,171750.0,168500.0,195190.0,168470.0,173940.0,141640.0,162240.0,171730.0,142040.0,143780.0,164830.0,140360.0,127500.0,160260.0,171490.0,214960.0,163760.0,176380.0,124280.0,159460.0,132860.0,135780.0,165000.0,176540.0,203460.0,137730.0,214300.0,172860.0,149130.0,163640.0,137280.0,175270.0,163910.0,167270.0,160860.0,162240.0,158700.0,171530.0,163610.0,138460.0,201490.0,209370.0,139820.0,160140.0,120850.0,92560.0,99780.0,87900.0,670570.0,7670.0,970.0,14270.0,3420.0,94720.0,11510.0,10570.0,2140.0,5690.0,35040.0,18560.0,1200.0,1950.0,31680.0,8060.0,3920.0,4050.0,3130.0,2860.0,1450.0,14620.0,24910.0,16010.0,10970.0,1710.0,11130.0,1180.0,5070.0,3610.0,3810.0,34470.0,1500.0,48050.0,25650.0,850.0,19500.0,3790.0,7440.0,27060.0,1210.0,4930.0,380.0,12040.0,73060.0,8810.0,1100.0,17550.0,16960.0,1100.0,8880.0,330.0,90.0,1370.0,60.0
"Meet with department heads, managers, supervisors, vendors, and others, to solicit cooperation and resolve problems.",meet with department heads managers supervisors vendors and others to solicit cooperation and resolve problems,Coordinate operational activities with external stakeholders.,"Coordinate activities with clients, agencies, or organizations.","Communicating with Supervisors, Peers, or Subordinates",Computer and Information Systems Managers,computer and information systems managers,11-3021.00,Computer and Information Systems Managers,11-3021,11-3021.00,Computer and Information Systems Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.869606903163951,False,0.4947476923076923,4.1,94.97,0.2254602905387017,0.6149980848904877,E0,E0,175140.0,138670.0,133490.0,166430.0,127220.0,218290.0,199420.0,171750.0,168500.0,195190.0,168470.0,173940.0,141640.0,162240.0,171730.0,142040.0,143780.0,164830.0,140360.0,127500.0,160260.0,171490.0,214960.0,163760.0,176380.0,124280.0,159460.0,132860.0,135780.0,165000.0,176540.0,203460.0,137730.0,214300.0,172860.0,149130.0,163640.0,137280.0,175270.0,163910.0,167270.0,160860.0,162240.0,158700.0,171530.0,163610.0,138460.0,201490.0,209370.0,139820.0,160140.0,120850.0,92560.0,99780.0,87900.0,670570.0,7670.0,970.0,14270.0,3420.0,94720.0,11510.0,10570.0,2140.0,5690.0,35040.0,18560.0,1200.0,1950.0,31680.0,8060.0,3920.0,4050.0,3130.0,2860.0,1450.0,14620.0,24910.0,16010.0,10970.0,1710.0,11130.0,1180.0,5070.0,3610.0,3810.0,34470.0,1500.0,48050.0,25650.0,850.0,19500.0,3790.0,7440.0,27060.0,1210.0,4930.0,380.0,12040.0,73060.0,8810.0,1100.0,17550.0,16960.0,1100.0,8880.0,330.0,90.0,1370.0,60.0
"Meet with department heads, managers, supervisors, vendors, and others, to solicit cooperation and resolve problems.",meet with department heads managers supervisors vendors and others to solicit cooperation and resolve problems,Resolve employee or contractor problems.,Resolve personnel or operational problems.,Resolving Conflicts and Negotiating with Others,Computer and Information Systems Managers,computer and information systems managers,11-3021.00,Computer and Information Systems Managers,11-3021,11-3021.00,Computer and Information Systems Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.869606903163951,False,0.4947476923076923,4.1,94.97,0.2254602905387017,0.6149980848904877,E0,E0,175140.0,138670.0,133490.0,166430.0,127220.0,218290.0,199420.0,171750.0,168500.0,195190.0,168470.0,173940.0,141640.0,162240.0,171730.0,142040.0,143780.0,164830.0,140360.0,127500.0,160260.0,171490.0,214960.0,163760.0,176380.0,124280.0,159460.0,132860.0,135780.0,165000.0,176540.0,203460.0,137730.0,214300.0,172860.0,149130.0,163640.0,137280.0,175270.0,163910.0,167270.0,160860.0,162240.0,158700.0,171530.0,163610.0,138460.0,201490.0,209370.0,139820.0,160140.0,120850.0,92560.0,99780.0,87900.0,670570.0,7670.0,970.0,14270.0,3420.0,94720.0,11510.0,10570.0,2140.0,5690.0,35040.0,18560.0,1200.0,1950.0,31680.0,8060.0,3920.0,4050.0,3130.0,2860.0,1450.0,14620.0,24910.0,16010.0,10970.0,1710.0,11130.0,1180.0,5070.0,3610.0,3810.0,34470.0,1500.0,48050.0,25650.0,850.0,19500.0,3790.0,7440.0,27060.0,1210.0,4930.0,380.0,12040.0,73060.0,8810.0,1100.0,17550.0,16960.0,1100.0,8880.0,330.0,90.0,1370.0,60.0
"Meet with other departmental leaders to establish organizational goals, strategic plans, and objectives, as well as make decisions about personnel, resources, and space or equipment needs.",meet with other departmental leaders to establish organizational goals strategic plans and objectives as well as make decisions about personnel resources and space or equipment needs,Confer with managers to make operational decisions.,Communicate with others about operational plans or activities.,"Communicating with Supervisors, Peers, or Subordinates",Administrative Services Managers,administrative services managers,11-3011.00,Administrative Services Managers,11-3012,11-3012.00,Administrative Services and Facilities Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.692281066112843,False,0.5945069658119658,3.637777777777778,76.30555555555556,0.3888888888888889,2.0358439533727744,E0,E0,111640.0,116703.33333333331,108770.0,100733.33333333331,86256.66666666667,112133.33333333331,145503.33333333334,117130.0,136360.0,124330.0,96160.0,110286.66666666669,110143.33333333331,95210.0,106900.0,110180.0,110950.0,118136.66666666669,108000.0,98513.33333333331,103023.33333333331,109600.0,119173.33333333331,104856.66666666669,128100.0,95233.33333333331,98073.33333333331,118480.0,104530.0,97803.33333333331,119156.66666666669,137676.66666666666,105896.66666666669,138636.66666666666,106463.33333333331,93560.0,100246.66666666669,99910.0,112403.33333333331,102190.0,121490.0,117526.66666666669,104700.0,120516.66666666669,109270.0,115573.33333333331,94263.33333333331,126080.0,133750.0,88230.0,106840.0,115783.33333333331,69400.0,66786.66666666667,72133.33333333333,202003.3333333333,886.6666666666666,970.0,5643.333333333333,1033.3333333333333,34343.333333333336,2276.6666666666665,3003.333333333333,560.0,996.6666666666666,13106.666666666668,10036.666666666666,1293.3333333333337,790.0,11086.666666666668,5116.666666666667,1700.0,1126.6666666666663,2077.333333333333,2560.0,774.6666666666666,4616.666666666667,8110.0,6033.333333333333,6040.0,1443.3333333333333,3453.333333333333,380.0,2210.0,2423.333333333333,690.0,9170.0,879.3333333333333,13200.0,6510.0,290.0,7330.0,1826.6666666666663,2356.6666666666665,5543.333333333333,676.6666666666667,2566.6666666666665,423.33333333333337,6306.666666666667,19700.0,1703.3333333333333,453.33333333333337,2883.333333333333,3256.6666666666665,1463.3333333333333,4150.0,143.33333333333334,846.6666666666666,2730.0,50.0
Modify and customize commercial programs for internal needs.,modify and customize commercial programs for internal needs,Modify software programs to improve performance.,Design computer or information systems or applications.,Thinking Creatively,Computer User Support Specialists,computer user support specialists,15-1151.00,Computer User Support Specialists,15-1232,15-1232.00,Computer Support Specialists,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.519448055194481,False,0.2811526923076923,2.89,62.4,0.1710790132311112,1.1,E2,E1,61860.0,49630.0,63110.0,61410.0,46360.0,79570.0,71900.0,70210.0,62160.0,80950.0,58740.0,60440.0,56760.0,59170.0,59860.0,56510.0,58810.0,56150.0,57850.0,52440.0,60890.0,64750.0,75070.0,56240.0,63630.0,52230.0,59770.0,58460.0,60830.0,57870.0,60660.0,64470.0,53280.0,72560.0,60120.0,61310.0,59720.0,52040.0,62840.0,58670.0,62510.0,52080.0,48260.0,55990.0,59490.0,61110.0,63030.0,65040.0,75220.0,55350.0,58810.0,65100.0,37460.0,36250.0,50430.0,717190.0,7360.0,950.0,18780.0,4390.0,74490.0,16740.0,9300.0,1890.0,3140.0,51220.0,25980.0,2440.0,3650.0,26060.0,13540.0,6140.0,6780.0,9460.0,4780.0,2810.0,12200.0,17570.0,22090.0,15320.0,3830.0,13510.0,1640.0,6380.0,6560.0,3910.0,18200.0,3290.0,39100.0,23100.0,1400.0,22370.0,9600.0,8850.0,30560.0,1780.0,9880.0,1240.0,11920.0,72030.0,11120.0,1630.0,20910.0,21860.0,2250.0,12400.0,790.0,220.0,5760.0,90.0
"Modify and refine designs, using working models, to conform with customer specifications, production limitations, or changes in design trends.",modify and refine designs using working models to conform with customer specifications production limitations or changes in design trends,"Develop artistic or design concepts for decoration, exhibition, or commercial purposes.",Create artistic designs or performances.,Thinking Creatively,Commercial and Industrial Designers,commercial and industrial designers,27-1021.00,Commercial and Industrial Designers,27-1021,27-1021.00,Designers,Art and Design Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0565356321475172,3.9591425983697297,True,2.900930769230769,4.34,99.89,1.7858177145596643,0.7372612050263583,E2,E2,83910.0,63640.0,83910.0,76420.0,92540.0,100770.0,90590.0,81300.0,83910.0,83910.0,78720.0,91360.0,83910.0,80730.0,83910.0,88040.0,70420.0,104870.0,76100.0,98040.0,83910.0,70870.0,101720.0,102160.0,94370.0,83910.0,75440.0,72990.0,71570.0,76680.0,74050.0,90310.0,62710.0,89640.0,80620.0,83910.0,79470.0,76640.0,76970.0,82610.0,101140.0,77300.0,60110.0,71230.0,83910.0,62620.0,80690.0,82230.0,94280.0,73030.0,80590.0,83910.0,83910.0,83910.0,83910.0,33490.0,130.0,70.0,170.0,230.0,5300.0,400.0,160.0,104.0,150.0,1990.0,360.0,134.0,180.0,480.0,1110.0,440.0,260.0,420.0,130.0,200.0,490.0,1240.0,2930.0,590.0,249.0,270.0,60.0,90.0,210.0,110.0,1230.0,110.0,2400.0,1000.0,92.0,1190.0,240.0,480.0,770.0,190.0,810.0,190.0,750.0,2350.0,480.0,120.0,1480.0,340.0,110.0,820.0,60.0,14.0,201.0,7.0
"Modify computer security files to incorporate new software, correct errors, or change individual access status.",modify computer security files to incorporate new software correct errors or change individual access status,Implement security measures for computer or information systems.,Implement security measures for computer or information systems.,Working with Computers,Information Security Analysts,information security analysts,15-1122.00,Information Security Analysts,15-1212,15-1212.00,Computer and Information Analysts,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.6436735106705775,False,1.20668,4.1,88.02,0.2753430783684691,0.3,E2,E1,129180.0,122730.0,114990.0,125260.0,103490.0,138570.0,135220.0,130570.0,137030.0,135090.0,124860.0,128970.0,126250.0,129180.0,124180.0,101420.0,119710.0,100620.0,103630.0,92990.0,101730.0,139640.0,136550.0,106230.0,130710.0,87690.0,103440.0,81950.0,92550.0,106200.0,124000.0,134820.0,130070.0,134660.0,131540.0,107540.0,110480.0,94000.0,129180.0,117770.0,109420.0,105800.0,116640.0,115430.0,129890.0,99690.0,109750.0,134900.0,154940.0,129180.0,101550.0,98710.0,129180.0,63740.0,129180.0,190650.0,4010.0,300.0,3420.0,1460.0,15570.0,5700.0,1170.0,720.0,1510.0,14220.0,6290.0,580.0,840.0,5260.0,2260.0,1160.0,1830.0,1680.0,720.0,400.0,8650.0,6100.0,3280.0,2680.0,480.0,3260.0,380.0,1210.0,1330.0,590.0,4860.0,2470.0,10060.0,8670.0,310.0,6010.0,1640.0,2250.0,4660.0,710.0,1720.0,770.0,3330.0,16130.0,1910.0,220.0,19120.0,6030.0,855.0,2130.0,140.0,81.0,500.0,39.0
Modify existing databases and database management systems or direct programmers and analysts to make changes.,modify existing databases and database management systems or direct programmers and analysts to make changes,Create databases to store electronic data.,Design databases.,Thinking Creatively,Database Administrators,database administrators,15-1141.00,Database Administrators,15-1242,15-1242.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0791498850065242,4.583618434292614,False,0.8647184615384615,4.0,100.0,1.0553417587453282,1.698324150441143,E2,E1,124813.68421052632,100586.84210526316,110946.31578947368,134281.05263157896,94979.47368421052,146117.8947368421,139309.47368421053,129222.1052631579,128056.84210526316,136759.47368421053,123920.0,125735.7894736842,113602.1052631579,106340.0,126563.15789473684,114834.2105263158,114427.36842105264,117434.2105263158,109395.7894736842,113637.39612188366,106753.68421052632,129302.1052631579,148028.94736842104,117875.7894736842,119428.94736842104,93944.2105263158,106233.15789473684,98676.31578947368,119877.8947368421,127345.26315789472,119830.0,122924.73684210528,109739.47368421052,126423.68421052632,125901.57894736844,96503.68421052632,117870.0,103882.63157894736,122254.2105263158,114412.13296398892,125877.8947368421,114690.52631578948,113803.15789473684,115308.94736842104,135803.68421052632,133428.42105263157,116146.8698060942,132132.63157894736,124288.42105263156,103203.71191135734,121898.42105263156,106988.97506925208,124813.68421052632,77203.15789473684,124813.68421052632,48904.73684210527,931.0526315789474,78.42105263157895,1166.3157894736842,385.2631578947368,6643.684210526316,1642.6315789473686,1001.0526315789472,369.5263157894737,693.1578947368421,2652.1052631578946,2535.263157894737,76.8421052631579,226.3157894736842,1905.7894736842104,681.0526315789473,290.5263157894737,393.6842105263158,476.3157894736842,472.3684210526316,219.4736842105263,1761.578947368421,2530.0,1288.9473684210527,1147.3684210526314,142.10526315789474,1296.3157894736842,218.94736842105263,610.0,403.1578947368421,174.73684210526315,2551.052631578947,309.4736842105263,3740.5263157894738,3164.736842105264,68.42105263157895,1836.842105263158,830.5263157894738,868.9473684210526,2675.789473684211,210.52631578947367,1088.421052631579,94.73684210526316,1226.842105263158,7495.263157894737,870.0,105.52631578947368,5546.315789473685,2459.4736842105262,170.5263157894737,814.7368421052632,134.73684210526315,21.000000000000004,106.3157894736842,10.0
Modify existing databases and database management systems or direct programmers and analysts to make changes.,modify existing databases and database management systems or direct programmers and analysts to make changes,Update computer database information.,Process digital or online data.,Working with Computers,Database Administrators,database administrators,15-1141.00,Database Administrators,15-1242,15-1242.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0791498850065242,4.583618434292614,False,0.8647184615384615,4.0,100.0,1.0553417587453282,1.698324150441143,E2,E1,124813.68421052632,100586.84210526316,110946.31578947368,134281.05263157896,94979.47368421052,146117.8947368421,139309.47368421053,129222.1052631579,128056.84210526316,136759.47368421053,123920.0,125735.7894736842,113602.1052631579,106340.0,126563.15789473684,114834.2105263158,114427.36842105264,117434.2105263158,109395.7894736842,113637.39612188366,106753.68421052632,129302.1052631579,148028.94736842104,117875.7894736842,119428.94736842104,93944.2105263158,106233.15789473684,98676.31578947368,119877.8947368421,127345.26315789472,119830.0,122924.73684210528,109739.47368421052,126423.68421052632,125901.57894736844,96503.68421052632,117870.0,103882.63157894736,122254.2105263158,114412.13296398892,125877.8947368421,114690.52631578948,113803.15789473684,115308.94736842104,135803.68421052632,133428.42105263157,116146.8698060942,132132.63157894736,124288.42105263156,103203.71191135734,121898.42105263156,106988.97506925208,124813.68421052632,77203.15789473684,124813.68421052632,48904.73684210527,931.0526315789474,78.42105263157895,1166.3157894736842,385.2631578947368,6643.684210526316,1642.6315789473686,1001.0526315789472,369.5263157894737,693.1578947368421,2652.1052631578946,2535.263157894737,76.8421052631579,226.3157894736842,1905.7894736842104,681.0526315789473,290.5263157894737,393.6842105263158,476.3157894736842,472.3684210526316,219.4736842105263,1761.578947368421,2530.0,1288.9473684210527,1147.3684210526314,142.10526315789474,1296.3157894736842,218.94736842105263,610.0,403.1578947368421,174.73684210526315,2551.052631578947,309.4736842105263,3740.5263157894738,3164.736842105264,68.42105263157895,1836.842105263158,830.5263157894738,868.9473684210526,2675.789473684211,210.52631578947367,1088.421052631579,94.73684210526316,1226.842105263158,7495.263157894737,870.0,105.52631578947368,5546.315789473685,2459.4736842105262,170.5263157894737,814.7368421052632,134.73684210526315,21.000000000000004,106.3157894736842,10.0
"Modify existing software to correct errors, adapt it to new hardware, or upgrade interfaces and improve performance.",modify existing software to correct errors adapt it to new hardware or upgrade interfaces and improve performance,Modify software programs to improve performance.,Design computer or information systems or applications.,Thinking Creatively,"Software Developers, Applications",software developers applications,15-1132.00,Software Developers,15-1252,15-1252.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.3844422986031175,4.348113964686998,False,1.4584542307692308,3.74,89.95,0.8932719418080689,0.7999999999999999,E2,E1,114549.41176470587,108307.0588235294,114549.41176470587,110045.29411764706,111294.89619377164,143515.58823529413,128445.88235294116,109510.0,114782.35294117648,114191.17647058824,110165.0,112089.11764705884,109759.70588235294,120062.54325259516,113710.0,93134.70588235294,97098.82352941176,100614.41176470587,88776.76470588235,78453.82352941176,98043.23529411764,120022.9411764706,136121.76470588235,107406.76470588236,110872.0588235294,84885.29411764706,98662.0588235294,109772.9411764706,102180.29411764706,119163.13148788927,117653.5294117647,124798.5294117647,119148.82352941176,135779.41176470587,111493.5294117647,90934.11764705884,103205.58823529413,90770.58823529413,119530.58823529413,103874.70588235294,111107.64705882352,107836.76470588236,77240.29411764706,101195.58823529413,111652.9411764706,97212.0588235294,92335.88235294116,126400.88235294116,140793.5294117647,81291.17647058824,100160.58823529413,114750.1903114187,114549.41176470587,67413.23529411765,114549.41176470587,672406.1764705882,6836.176470588235,1117.8529411764705,14941.764705882351,5745.588235294118,110753.52941176471,17472.05882352941,5204.117647058823,1445.2941176470588,2494.1176470588234,35416.17647058824,20889.117647058825,2341.4117647058824,2239.1176470588234,22635.29411764706,5660.588235294117,3601.176470588235,5164.705882352941,3080.2941176470586,1624.4117647058824,1166.470588235294,14120.294117647058,20082.647058823528,16414.70588235294,13390.588235294115,845.0000000000001,8459.117647058823,800.2941176470589,3187.6470588235293,2321.470588235294,4027.941176470588,21115.29411764706,1585.5882352941176,43799.70588235294,24930.58823529412,604.4117647058824,17467.35294117647,3321.7647058823527,8307.35294117647,21156.17647058824,1910.8823529411768,5457.352941176471,918.8235294117646,7191.764705882353,66272.05882352941,12092.35294117647,677.9411764705883,35434.117647058825,40018.82352941176,1121.1764705882351,9600.882352941177,1304.3529411764705,286.0,836.1764705882354,138.0
"Modify existing software to correct errors, allow it to adapt to new hardware, or to improve its performance.",modify existing software to correct errors allow it to adapt to new hardware or to improve its performance,Modify software programs to improve performance.,Design computer or information systems or applications.,Thinking Creatively,"Software Developers, Applications",software developers applications,15-1132.00,Software Quality Assurance Analysts and Testers,15-1253,15-1253.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.3844422986031175,4.387449799196787,False,1.145018495879121,3.919821428571428,95.38071428571428,0.2333333333333333,0.4454542540918444,E2,E1,114549.41176470587,108307.0588235294,114549.41176470587,110045.29411764706,111294.89619377164,143515.58823529413,128445.88235294116,109510.0,114782.35294117648,114191.17647058824,110165.0,112089.11764705884,109759.70588235294,120062.54325259516,113710.0,93134.70588235294,97098.82352941176,100614.41176470587,88776.76470588235,78453.82352941176,98043.23529411764,120022.9411764706,136121.76470588235,107406.76470588236,110872.0588235294,84885.29411764706,98662.0588235294,109772.9411764706,102180.29411764706,119163.13148788927,117653.5294117647,124798.5294117647,119148.82352941176,135779.41176470587,111493.5294117647,90934.11764705884,103205.58823529413,90770.58823529413,119530.58823529413,103874.70588235294,111107.64705882352,107836.76470588236,77240.29411764706,101195.58823529413,111652.9411764706,97212.0588235294,92335.88235294116,126400.88235294116,140793.5294117647,81291.17647058824,100160.58823529413,114750.1903114187,114549.41176470587,67413.23529411765,114549.41176470587,672406.1764705882,6836.176470588235,1117.8529411764705,14941.764705882351,5745.588235294118,110753.52941176471,17472.05882352941,5204.117647058823,1445.2941176470588,2494.1176470588234,35416.17647058824,20889.117647058825,2341.4117647058824,2239.1176470588234,22635.29411764706,5660.588235294117,3601.176470588235,5164.705882352941,3080.2941176470586,1624.4117647058824,1166.470588235294,14120.294117647058,20082.647058823528,16414.70588235294,13390.588235294115,845.0000000000001,8459.117647058823,800.2941176470589,3187.6470588235293,2321.470588235294,4027.941176470588,21115.29411764706,1585.5882352941176,43799.70588235294,24930.58823529412,604.4117647058824,17467.35294117647,3321.7647058823527,8307.35294117647,21156.17647058824,1910.8823529411768,5457.352941176471,918.8235294117646,7191.764705882353,66272.05882352941,12092.35294117647,677.9411764705883,35434.117647058825,40018.82352941176,1121.1764705882351,9600.882352941177,1304.3529411764705,286.0,836.1764705882354,138.0
"Monitor and analyze network performance and reports on data input or output to detect problems, identify inefficient use of computer resources, or perform capacity planning.",monitor and analyze network performance and reports on data input or output to detect problems identify inefficient use of computer resources or perform capacity planning,Monitor the performance of computer networks.,Monitor operation of computer or information technologies.,"Monitoring Processes, Materials, or Surroundings",Computer Network Architects,computer network architects,15-1143.00,Computer Network Architects,15-1241,15-1241.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.887028858991476,False,0.6623076923076924,3.9,100.0,0.4453333333333335,0.7999999999999999,E2,E2,134050.0,130810.0,119720.0,130890.0,110400.0,158870.0,139230.0,143890.0,148390.0,137670.0,132800.0,133890.0,108000.0,107620.0,132790.0,124190.0,103050.0,100610.0,103740.0,106620.0,108570.0,159460.0,155060.0,112040.0,133270.0,90990.0,103130.0,104300.0,116420.0,138060.0,125420.0,162350.0,109080.0,140390.0,127320.0,108990.0,131070.0,109450.0,135660.0,131840.0,131320.0,134990.0,153390.0,123860.0,133310.0,121000.0,110930.0,141340.0,168070.0,122520.0,131720.0,100520.0,134050.0,78200.0,134050.0,98010.0,4580.0,131.0,4351.0,992.0,16217.0,17864.0,1712.0,829.0,1625.0,10219.0,8387.0,349.0,785.0,8517.0,2214.0,1276.0,1930.0,1865.0,513.0,622.0,6391.0,6838.0,3501.0,2225.0,729.0,3664.0,273.0,1472.0,1101.0,611.0,6173.0,458.0,10688.0,9106.0,251.0,5616.0,1440.0,1679.0,6631.0,502.0,2127.0,458.0,4722.0,14886.0,1450.0,142.0,10230.0,5158.0,393.0,2367.0,55.0,41.0,262.0,20.0
"Monitor and analyze network performance and reports on data input or output to detect problems, identify inefficient use of computer resources, or perform capacity planning.",monitor and analyze network performance and reports on data input or output to detect problems identify inefficient use of computer resources or perform capacity planning,Analyze data to identify or resolve operational problems.,Analyze data to improve operations.,Analyzing Data or Information,Computer Network Architects,computer network architects,15-1143.00,Computer Network Architects,15-1241,15-1241.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.887028858991476,False,0.6623076923076924,3.9,100.0,0.4453333333333335,0.7999999999999999,E2,E2,134050.0,130810.0,119720.0,130890.0,110400.0,158870.0,139230.0,143890.0,148390.0,137670.0,132800.0,133890.0,108000.0,107620.0,132790.0,124190.0,103050.0,100610.0,103740.0,106620.0,108570.0,159460.0,155060.0,112040.0,133270.0,90990.0,103130.0,104300.0,116420.0,138060.0,125420.0,162350.0,109080.0,140390.0,127320.0,108990.0,131070.0,109450.0,135660.0,131840.0,131320.0,134990.0,153390.0,123860.0,133310.0,121000.0,110930.0,141340.0,168070.0,122520.0,131720.0,100520.0,134050.0,78200.0,134050.0,98010.0,4580.0,131.0,4351.0,992.0,16217.0,17864.0,1712.0,829.0,1625.0,10219.0,8387.0,349.0,785.0,8517.0,2214.0,1276.0,1930.0,1865.0,513.0,622.0,6391.0,6838.0,3501.0,2225.0,729.0,3664.0,273.0,1472.0,1101.0,611.0,6173.0,458.0,10688.0,9106.0,251.0,5616.0,1440.0,1679.0,6631.0,502.0,2127.0,458.0,4722.0,14886.0,1450.0,142.0,10230.0,5158.0,393.0,2367.0,55.0,41.0,262.0,20.0
Monitor and analyze sales promotion results to determine cost effectiveness of promotion campaigns.,monitor and analyze sales promotion results to determine cost effectiveness of promotion campaigns,Analyze data to assess operational or project effectiveness.,Analyze data to improve operations.,Analyzing Data or Information,Advertising and Promotions Managers,advertising and promotions managers,11-2011.00,Advertising and Promotions Managers,11-2011,11-2011.00,Advertising and Promotions Managers,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",Management Occupations,2026-05-31,0.0452285057180138,4.849636950383219,False,0.4441857692307692,3.59,77.04,0.1593551308119831,0.7999999999999999,E1,E2,133660.0,64640.0,133660.0,133660.0,74880.0,167230.0,164990.0,129280.0,133660.0,143040.0,133660.0,133810.0,133660.0,80680.0,167330.0,113930.0,108890.0,148560.0,107030.0,78810.0,106280.0,107380.0,163090.0,101610.0,126920.0,66520.0,81520.0,131770.0,106380.0,133660.0,120530.0,165390.0,133660.0,173700.0,121730.0,133660.0,102110.0,133660.0,154490.0,122940.0,157890.0,156300.0,133660.0,98170.0,104170.0,133660.0,133660.0,148400.0,163380.0,133660.0,131530.0,133660.0,133660.0,68620.0,133660.0,21470.0,60.0,45.0,444.0,140.0,3080.0,180.0,240.0,66.0,80.0,1362.0,420.0,86.0,60.0,160.0,120.0,210.0,40.0,230.0,120.0,88.0,460.0,300.0,220.0,110.0,100.0,403.0,70.0,160.0,213.0,50.0,470.0,80.0,3550.0,678.0,59.0,240.0,90.0,430.0,1540.0,60.0,316.0,63.0,450.0,3670.0,240.0,42.0,180.0,530.0,96.0,110.0,39.0,9.0,180.0,4.0
"Monitor and analyze sales records, trends, or economic conditions to anticipate consumer buying patterns, company sales, and needed inventory.",monitor and analyze sales records trends or economic conditions to anticipate consumer buying patterns company sales and needed inventory,Analyze market conditions or trends.,Analyze market or industry conditions.,Analyzing Data or Information,"Wholesale and Retail Buyers, Except Farm Products",wholesale and retail buyers except farm products,13-1022.00,"Wholesale and Retail Buyers, Except Farm Products",13-1022,13-1022.00,Buyers and Purchasing Agents,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.929047234557934,False,1.2924273076923076,3.87,92.34,1.900085399935701,1.960399576418334,E2,E2,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,163810.0,2212.0,341.0,3390.0,1364.0,19060.0,3008.0,1775.0,507.0,735.0,10391.0,5116.0,657.0,897.0,6382.0,3350.0,1632.0,1504.0,2093.0,2025.0,670.0,2891.0,3807.0,4608.0,3087.0,1217.0,3073.0,535.0,1072.0,1624.0,715.0,4485.0,911.0,10138.0,5172.0,449.0,5808.0,1787.0,2059.0,6347.0,525.0,2412.0,479.0,3431.0,14725.0,1816.0,318.0,4300.0,3716.0,734.0,3078.0,294.0,70.0,982.0,34.0
"Monitor and analyze sales records, trends, or economic conditions to anticipate consumer buying patterns, company sales, and needed inventory.",monitor and analyze sales records trends or economic conditions to anticipate consumer buying patterns company sales and needed inventory,Analyze consumer trends.,Analyze market or industry conditions.,Analyzing Data or Information,"Wholesale and Retail Buyers, Except Farm Products",wholesale and retail buyers except farm products,13-1022.00,"Wholesale and Retail Buyers, Except Farm Products",13-1022,13-1022.00,Buyers and Purchasing Agents,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.929047234557934,False,1.2924273076923076,3.87,92.34,1.900085399935701,1.960399576418334,E2,E2,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,163810.0,2212.0,341.0,3390.0,1364.0,19060.0,3008.0,1775.0,507.0,735.0,10391.0,5116.0,657.0,897.0,6382.0,3350.0,1632.0,1504.0,2093.0,2025.0,670.0,2891.0,3807.0,4608.0,3087.0,1217.0,3073.0,535.0,1072.0,1624.0,715.0,4485.0,911.0,10138.0,5172.0,449.0,5808.0,1787.0,2059.0,6347.0,525.0,2412.0,479.0,3431.0,14725.0,1816.0,318.0,4300.0,3716.0,734.0,3078.0,294.0,70.0,982.0,34.0
"Monitor and analyze system performance, such as network traffic, security, and capacity.",monitor and analyze system performance such as network traffic security and capacity,Monitor the performance of computer networks.,Monitor operation of computer or information technologies.,"Monitoring Processes, Materials, or Surroundings",Telecommunications Engineering Specialists,telecommunications engineering specialists,15-1143.01,Telecommunications Engineering Specialists,15-1241,15-1241.01,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.924118965166023,False,0.8023023076923076,3.86,66.67,0.3133140629117467,0.6088196011277405,E2,E2,134050.0,130810.0,119720.0,130890.0,110400.0,158870.0,139230.0,143890.0,148390.0,137670.0,132800.0,133890.0,108000.0,107620.0,132790.0,124190.0,103050.0,100610.0,103740.0,106620.0,108570.0,159460.0,155060.0,112040.0,133270.0,90990.0,103130.0,104300.0,116420.0,138060.0,125420.0,162350.0,109080.0,140390.0,127320.0,108990.0,131070.0,109450.0,135660.0,131840.0,131320.0,134990.0,153390.0,123860.0,133310.0,121000.0,110930.0,141340.0,168070.0,122520.0,131720.0,100520.0,134050.0,78200.0,134050.0,81730.0,3820.0,109.0,3629.0,828.0,13523.0,14896.0,1428.0,691.0,1355.0,8521.0,6993.0,291.0,655.0,7103.0,1846.0,1064.0,1610.0,1555.0,427.0,518.0,5329.0,5702.0,2919.0,1855.0,607.0,3056.0,227.0,1228.0,919.0,509.0,5147.0,382.0,8912.0,7594.0,209.0,4684.0,1200.0,1401.0,5529.0,418.0,1773.0,382.0,3938.0,12414.0,1210.0,118.0,8530.0,4302.0,327.0,1973.0,45.0,35.0,218.0,16.0
"Monitor and analyze system performance, such as network traffic, security, and capacity.",monitor and analyze system performance such as network traffic security and capacity,"Analyze security of systems, network, or data.",Analyze performance of systems or equipment.,Analyzing Data or Information,Telecommunications Engineering Specialists,telecommunications engineering specialists,15-1143.01,Telecommunications Engineering Specialists,15-1241,15-1241.01,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.924118965166023,False,0.8023023076923076,3.86,66.67,0.3133140629117467,0.6088196011277405,E2,E2,134050.0,130810.0,119720.0,130890.0,110400.0,158870.0,139230.0,143890.0,148390.0,137670.0,132800.0,133890.0,108000.0,107620.0,132790.0,124190.0,103050.0,100610.0,103740.0,106620.0,108570.0,159460.0,155060.0,112040.0,133270.0,90990.0,103130.0,104300.0,116420.0,138060.0,125420.0,162350.0,109080.0,140390.0,127320.0,108990.0,131070.0,109450.0,135660.0,131840.0,131320.0,134990.0,153390.0,123860.0,133310.0,121000.0,110930.0,141340.0,168070.0,122520.0,131720.0,100520.0,134050.0,78200.0,134050.0,81730.0,3820.0,109.0,3629.0,828.0,13523.0,14896.0,1428.0,691.0,1355.0,8521.0,6993.0,291.0,655.0,7103.0,1846.0,1064.0,1610.0,1555.0,427.0,518.0,5329.0,5702.0,2919.0,1855.0,607.0,3056.0,227.0,1228.0,919.0,509.0,5147.0,382.0,8912.0,7594.0,209.0,4684.0,1200.0,1401.0,5529.0,418.0,1773.0,382.0,3938.0,12414.0,1210.0,118.0,8530.0,4302.0,327.0,1973.0,45.0,35.0,218.0,16.0
"Monitor and ensure a sound, ethical environment.",monitor and ensure a sound ethical environment,Monitor organizational compliance with regulations.,Monitor operations to ensure compliance with regulations or standards.,"Monitoring Processes, Materials, or Surroundings",Security Managers,security managers,11-9199.07,Security Managers,11-3013,11-3013.01,Administrative Services and Facilities Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.619047619047619,False,0.5570457692307692,3.89,95.0,0.1006240052136339,0.2,E2,E0,106660.0,121010.0,113510.0,99880.0,89810.0,118620.0,122510.0,110990.0,129260.0,115770.0,98780.0,114360.0,108750.0,99870.0,106980.0,104560.0,99010.0,117270.0,100720.0,97120.0,98310.0,97700.0,124100.0,98150.0,109720.0,93640.0,100380.0,96100.0,102150.0,101850.0,106690.0,124110.0,108110.0,131350.0,108130.0,92040.0,97740.0,90390.0,110710.0,95290.0,106510.0,103940.0,101280.0,106730.0,99430.0,99320.0,88710.0,116540.0,139990.0,95050.0,103620.0,106330.0,79560.0,72500.0,66420.0,78090.0,940.0,870.0,3430.0,880.0,20550.0,2150.0,2650.0,240.0,930.0,8620.0,2670.0,760.0,610.0,9180.0,4110.0,2340.0,1080.0,1070.0,1160.0,670.0,5210.0,6070.0,4920.0,3000.0,930.0,1920.0,340.0,1430.0,1250.0,550.0,5690.0,390.0,9580.0,4810.0,270.0,6030.0,1040.0,1830.0,6870.0,470.0,1750.0,370.0,2580.0,13140.0,1770.0,500.0,2950.0,2790.0,610.0,2010.0,190.0,60.0,710.0,93.0
"Monitor and evaluate survey progress and performance, using sample disposition reports and response rate calculations.",monitor and evaluate survey progress and performance using sample disposition reports and response rate calculations,Evaluate reports or designs to determine work needs.,Read documents or materials to inform work processes.,Getting Information,Survey Researchers,survey researchers,19-3022.00,Survey Researchers,19-3022,19-3022.00,Survey Researchers,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,5.0,False,0.6196353846153846,4.42,100.0,0.0483065769230769,0.1,E2,E2,69460.0,69460.0,70560.0,59210.0,69460.0,83520.0,89870.0,88320.0,69460.0,102390.0,69460.0,51590.0,69460.0,69460.0,54080.0,69460.0,83170.0,57700.0,69460.0,69460.0,47330.0,84030.0,74890.0,101550.0,104220.0,69460.0,66460.0,69460.0,64530.0,69460.0,69460.0,95580.0,61380.0,86890.0,96560.0,69460.0,57630.0,57200.0,64660.0,63310.0,69460.0,69460.0,69460.0,66900.0,47330.0,79090.0,69460.0,69460.0,69590.0,69460.0,92660.0,84360.0,69460.0,69460.0,69460.0,8290.0,112.0,40.0,172.0,69.0,1180.0,110.0,110.0,80.0,150.0,310.0,259.0,33.0,45.0,320.0,170.0,90.0,210.0,106.0,102.0,60.0,390.0,160.0,150.0,340.0,62.0,130.0,27.0,210.0,82.0,36.0,100.0,130.0,380.0,350.0,23.0,320.0,50.0,190.0,321.0,27.0,122.0,24.0,210.0,680.0,50.0,16.0,218.0,130.0,37.0,60.0,40.0,4.0,50.0,2.0
"Monitor and evaluate survey progress and performance, using sample disposition reports and response rate calculations.",monitor and evaluate survey progress and performance using sample disposition reports and response rate calculations,"Analyze operational data to evaluate operations, processes or products.",Analyze data to improve operations.,Analyzing Data or Information,Survey Researchers,survey researchers,19-3022.00,Survey Researchers,19-3022,19-3022.00,Survey Researchers,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,5.0,False,0.6196353846153846,4.42,100.0,0.0483065769230769,0.1,E2,E2,69460.0,69460.0,70560.0,59210.0,69460.0,83520.0,89870.0,88320.0,69460.0,102390.0,69460.0,51590.0,69460.0,69460.0,54080.0,69460.0,83170.0,57700.0,69460.0,69460.0,47330.0,84030.0,74890.0,101550.0,104220.0,69460.0,66460.0,69460.0,64530.0,69460.0,69460.0,95580.0,61380.0,86890.0,96560.0,69460.0,57630.0,57200.0,64660.0,63310.0,69460.0,69460.0,69460.0,66900.0,47330.0,79090.0,69460.0,69460.0,69590.0,69460.0,92660.0,84360.0,69460.0,69460.0,69460.0,8290.0,112.0,40.0,172.0,69.0,1180.0,110.0,110.0,80.0,150.0,310.0,259.0,33.0,45.0,320.0,170.0,90.0,210.0,106.0,102.0,60.0,390.0,160.0,150.0,340.0,62.0,130.0,27.0,210.0,82.0,36.0,100.0,130.0,380.0,350.0,23.0,320.0,50.0,190.0,321.0,27.0,122.0,24.0,210.0,680.0,50.0,16.0,218.0,130.0,37.0,60.0,40.0,4.0,50.0,2.0
Monitor and follow applicable laws and regulations.,monitor and follow applicable laws and regulations,Evaluate applicable laws and regulations to determine impact on organizational activities.,Assess characteristics or impacts of regulations or policies.,Analyzing Data or Information,"Purchasing Agents, Except Wholesale, Retail, and Farm Products",purchasing agents except wholesale retail and farm products,13-1023.00,"Purchasing Agents, Except Wholesale, Retail, and Farm Products",13-1023,13-1023.00,Buyers and Purchasing Agents,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.9683066706912165,False,2.1634153846153845,4.85,100.0,0.4307767604414435,0.2239655637831121,E1,E2,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,163810.0,2212.0,341.0,3390.0,1364.0,19060.0,3008.0,1775.0,507.0,735.0,10391.0,5116.0,657.0,897.0,6382.0,3350.0,1632.0,1504.0,2093.0,2025.0,670.0,2891.0,3807.0,4608.0,3087.0,1217.0,3073.0,535.0,1072.0,1624.0,715.0,4485.0,911.0,10138.0,5172.0,449.0,5808.0,1787.0,2059.0,6347.0,525.0,2412.0,479.0,3431.0,14725.0,1816.0,318.0,4300.0,3716.0,734.0,3078.0,294.0,70.0,982.0,34.0
"Monitor and observe experiments, recording production and test data for evaluation by research personnel.",monitor and observe experiments recording production and test data for evaluation by research personnel,Monitor operational procedures in technical environments to ensure conformance to standards.,Monitor operations to ensure adequate performance.,"Monitoring Processes, Materials, or Surroundings",Biological Technicians,biological technicians,19-4021.00,Biological Technicians,19-4021,19-4021.00,Biological Technicians,"Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.6128,False,2.011689615384616,4.26,73.95,1.0893036275533798,0.7999999999999999,E0,E2,57510.0,49220.0,56470.0,53290.0,46930.0,71440.0,59400.0,62360.0,58550.0,64770.0,48700.0,52420.0,48770.0,42130.0,55790.0,58790.0,48050.0,51630.0,48910.0,47310.0,60160.0,52900.0,62070.0,51070.0,48130.0,56930.0,50640.0,49920.0,48220.0,51680.0,55540.0,66040.0,49570.0,61210.0,61720.0,55330.0,51080.0,47850.0,52190.0,54950.0,45530.0,53040.0,41300.0,50840.0,50130.0,52960.0,51190.0,53360.0,60800.0,51440.0,51750.0,46480.0,44950.0,46630.0,57510.0,69620.0,270.0,410.0,830.0,420.0,9210.0,1990.0,650.0,180.0,210.0,3170.0,860.0,830.0,450.0,790.0,1020.0,800.0,480.0,260.0,190.0,510.0,3470.0,8430.0,1160.0,1400.0,330.0,620.0,430.0,600.0,280.0,240.0,1290.0,140.0,5050.0,2460.0,250.0,2240.0,360.0,1590.0,2820.0,140.0,550.0,230.0,1240.0,2730.0,710.0,220.0,1820.0,3210.0,100.0,1800.0,190.0,90.0,670.0,14.0
Monitor and record clients' progress to ensure that goals and objectives are met.,monitor and record clients progress to ensure that goals and objectives are met,Monitor clients to evaluate treatment progress.,Monitor health conditions of humans or animals.,"Monitoring Processes, Materials, or Surroundings",Rehabilitation Counselors,rehabilitation counselors,21-1015.00,Rehabilitation Counselors,21-1015,21-1015.00,Counselors,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0030529241359659,4.740708915145006,False,1.543586153846154,4.29,97.52,0.1220657119713741,0.1,E2,E2,46850.0,54040.0,61590.0,48330.0,35210.0,44480.0,47840.0,56340.0,48840.0,49680.0,45990.0,55000.0,48720.0,54550.0,49350.0,44390.0,39630.0,41980.0,58540.0,47990.0,51150.0,40860.0,47320.0,44580.0,48010.0,41500.0,45180.0,45240.0,47050.0,40120.0,42600.0,49730.0,48240.0,47960.0,45890.0,63050.0,42620.0,38260.0,54970.0,48650.0,47020.0,35990.0,49350.0,46060.0,49990.0,43900.0,50030.0,47530.0,58050.0,48050.0,46530.0,67640.0,46850.0,53180.0,46850.0,94740.0,540.0,130.0,1750.0,600.0,13690.0,980.0,2410.0,340.0,425.0,3110.0,740.0,150.0,820.0,4140.0,2030.0,2170.0,1370.0,790.0,280.0,330.0,3300.0,5760.0,3340.0,3020.0,470.0,2020.0,330.0,480.0,570.0,430.0,1630.0,210.0,3810.0,3820.0,210.0,3690.0,1570.0,1630.0,4130.0,420.0,980.0,370.0,1590.0,1840.0,650.0,310.0,2890.0,5440.0,470.0,2390.0,70.0,40.0,290.0,19.0
Monitor and record clients' progress to ensure that goals and objectives are met.,monitor and record clients progress to ensure that goals and objectives are met,Maintain client records.,Maintain health or medical records.,Documenting/Recording Information,Rehabilitation Counselors,rehabilitation counselors,21-1015.00,Rehabilitation Counselors,21-1015,21-1015.00,Counselors,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0030529241359659,4.740708915145006,False,1.543586153846154,4.29,97.52,0.1220657119713741,0.1,E2,E2,46850.0,54040.0,61590.0,48330.0,35210.0,44480.0,47840.0,56340.0,48840.0,49680.0,45990.0,55000.0,48720.0,54550.0,49350.0,44390.0,39630.0,41980.0,58540.0,47990.0,51150.0,40860.0,47320.0,44580.0,48010.0,41500.0,45180.0,45240.0,47050.0,40120.0,42600.0,49730.0,48240.0,47960.0,45890.0,63050.0,42620.0,38260.0,54970.0,48650.0,47020.0,35990.0,49350.0,46060.0,49990.0,43900.0,50030.0,47530.0,58050.0,48050.0,46530.0,67640.0,46850.0,53180.0,46850.0,94740.0,540.0,130.0,1750.0,600.0,13690.0,980.0,2410.0,340.0,425.0,3110.0,740.0,150.0,820.0,4140.0,2030.0,2170.0,1370.0,790.0,280.0,330.0,3300.0,5760.0,3340.0,3020.0,470.0,2020.0,330.0,480.0,570.0,430.0,1630.0,210.0,3810.0,3820.0,210.0,3690.0,1570.0,1630.0,4130.0,420.0,980.0,370.0,1590.0,1840.0,650.0,310.0,2890.0,5440.0,470.0,2390.0,70.0,40.0,290.0,19.0
Monitor bug resolution efforts and track successes.,monitor bug resolution efforts and track successes,Monitor computer system performance to ensure proper operation.,Monitor operation of computer or information technologies.,"Monitoring Processes, Materials, or Surroundings","Software Developers, Applications",software developers applications,15-1132.00,Software Quality Assurance Analysts and Testers,15-1253,15-1253.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.821209282963888,False,1.240736923076923,4.12,100.0,0.0859944670697189,0.1,E2,E1,114549.41176470587,108307.0588235294,114549.41176470587,110045.29411764706,111294.89619377164,143515.58823529413,128445.88235294116,109510.0,114782.35294117648,114191.17647058824,110165.0,112089.11764705884,109759.70588235294,120062.54325259516,113710.0,93134.70588235294,97098.82352941176,100614.41176470587,88776.76470588235,78453.82352941176,98043.23529411764,120022.9411764706,136121.76470588235,107406.76470588236,110872.0588235294,84885.29411764706,98662.0588235294,109772.9411764706,102180.29411764706,119163.13148788927,117653.5294117647,124798.5294117647,119148.82352941176,135779.41176470587,111493.5294117647,90934.11764705884,103205.58823529413,90770.58823529413,119530.58823529413,103874.70588235294,111107.64705882352,107836.76470588236,77240.29411764706,101195.58823529413,111652.9411764706,97212.0588235294,92335.88235294116,126400.88235294116,140793.5294117647,81291.17647058824,100160.58823529413,114750.1903114187,114549.41176470587,67413.23529411765,114549.41176470587,672406.1764705882,6836.176470588235,1117.8529411764705,14941.764705882351,5745.588235294118,110753.52941176471,17472.05882352941,5204.117647058823,1445.2941176470588,2494.1176470588234,35416.17647058824,20889.117647058825,2341.4117647058824,2239.1176470588234,22635.29411764706,5660.588235294117,3601.176470588235,5164.705882352941,3080.2941176470586,1624.4117647058824,1166.470588235294,14120.294117647058,20082.647058823528,16414.70588235294,13390.588235294115,845.0000000000001,8459.117647058823,800.2941176470589,3187.6470588235293,2321.470588235294,4027.941176470588,21115.29411764706,1585.5882352941176,43799.70588235294,24930.58823529412,604.4117647058824,17467.35294117647,3321.7647058823527,8307.35294117647,21156.17647058824,1910.8823529411768,5457.352941176471,918.8235294117646,7191.764705882353,66272.05882352941,12092.35294117647,677.9411764705883,35434.117647058825,40018.82352941176,1121.1764705882351,9600.882352941177,1304.3529411764705,286.0,836.1764705882354,138.0
Monitor bug resolution efforts and track successes.,monitor bug resolution efforts and track successes,Document operational activities.,Maintain operational records.,Documenting/Recording Information,"Software Developers, Applications",software developers applications,15-1132.00,Software Quality Assurance Analysts and Testers,15-1253,15-1253.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.821209282963888,False,1.240736923076923,4.12,100.0,0.0859944670697189,0.1,E2,E1,114549.41176470587,108307.0588235294,114549.41176470587,110045.29411764706,111294.89619377164,143515.58823529413,128445.88235294116,109510.0,114782.35294117648,114191.17647058824,110165.0,112089.11764705884,109759.70588235294,120062.54325259516,113710.0,93134.70588235294,97098.82352941176,100614.41176470587,88776.76470588235,78453.82352941176,98043.23529411764,120022.9411764706,136121.76470588235,107406.76470588236,110872.0588235294,84885.29411764706,98662.0588235294,109772.9411764706,102180.29411764706,119163.13148788927,117653.5294117647,124798.5294117647,119148.82352941176,135779.41176470587,111493.5294117647,90934.11764705884,103205.58823529413,90770.58823529413,119530.58823529413,103874.70588235294,111107.64705882352,107836.76470588236,77240.29411764706,101195.58823529413,111652.9411764706,97212.0588235294,92335.88235294116,126400.88235294116,140793.5294117647,81291.17647058824,100160.58823529413,114750.1903114187,114549.41176470587,67413.23529411765,114549.41176470587,672406.1764705882,6836.176470588235,1117.8529411764705,14941.764705882351,5745.588235294118,110753.52941176471,17472.05882352941,5204.117647058823,1445.2941176470588,2494.1176470588234,35416.17647058824,20889.117647058825,2341.4117647058824,2239.1176470588234,22635.29411764706,5660.588235294117,3601.176470588235,5164.705882352941,3080.2941176470586,1624.4117647058824,1166.470588235294,14120.294117647058,20082.647058823528,16414.70588235294,13390.588235294115,845.0000000000001,8459.117647058823,800.2941176470589,3187.6470588235293,2321.470588235294,4027.941176470588,21115.29411764706,1585.5882352941176,43799.70588235294,24930.58823529412,604.4117647058824,17467.35294117647,3321.7647058823527,8307.35294117647,21156.17647058824,1910.8823529411768,5457.352941176471,918.8235294117646,7191.764705882353,66272.05882352941,12092.35294117647,677.9411764705883,35434.117647058825,40018.82352941176,1121.1764705882351,9600.882352941177,1304.3529411764705,286.0,836.1764705882354,138.0
"Monitor changes affecting supply and demand, tracking market conditions, price trends, or futures markets.",monitor changes affecting supply and demand tracking market conditions price trends or futures markets,Estimate demand for products or services.,Analyze market or industry conditions.,Analyzing Data or Information,"Purchasing Agents, Except Wholesale, Retail, and Farm Products",purchasing agents except wholesale retail and farm products,13-1023.00,"Purchasing Agents, Except Wholesale, Retail, and Farm Products",13-1023,13-1023.00,Buyers and Purchasing Agents,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.1696068964425518,4.922259002909018,False,0.4309507692307692,3.68,95.0,0.1625617805702644,0.5239655637831121,E2,E2,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,163810.0,2212.0,341.0,3390.0,1364.0,19060.0,3008.0,1775.0,507.0,735.0,10391.0,5116.0,657.0,897.0,6382.0,3350.0,1632.0,1504.0,2093.0,2025.0,670.0,2891.0,3807.0,4608.0,3087.0,1217.0,3073.0,535.0,1072.0,1624.0,715.0,4485.0,911.0,10138.0,5172.0,449.0,5808.0,1787.0,2059.0,6347.0,525.0,2412.0,479.0,3431.0,14725.0,1816.0,318.0,4300.0,3716.0,734.0,3078.0,294.0,70.0,982.0,34.0
"Monitor changes affecting supply and demand, tracking market conditions, price trends, or futures markets.",monitor changes affecting supply and demand tracking market conditions price trends or futures markets,Analyze market conditions or trends.,Analyze market or industry conditions.,Analyzing Data or Information,"Purchasing Agents, Except Wholesale, Retail, and Farm Products",purchasing agents except wholesale retail and farm products,13-1023.00,"Purchasing Agents, Except Wholesale, Retail, and Farm Products",13-1023,13-1023.00,Buyers and Purchasing Agents,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.1696068964425518,4.922259002909018,False,0.4309507692307692,3.68,95.0,0.1625617805702644,0.5239655637831121,E2,E2,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,163810.0,2212.0,341.0,3390.0,1364.0,19060.0,3008.0,1775.0,507.0,735.0,10391.0,5116.0,657.0,897.0,6382.0,3350.0,1632.0,1504.0,2093.0,2025.0,670.0,2891.0,3807.0,4608.0,3087.0,1217.0,3073.0,535.0,1072.0,1624.0,715.0,4485.0,911.0,10138.0,5172.0,449.0,5808.0,1787.0,2059.0,6347.0,525.0,2412.0,479.0,3431.0,14725.0,1816.0,318.0,4300.0,3716.0,734.0,3078.0,294.0,70.0,982.0,34.0
Monitor closed-circuit television cameras.,monitor closedcircuit television cameras,Maintain surveillance of individuals or establishments.,"Monitor safety or security of work areas, facilities, or properties.","Monitoring Processes, Materials, or Surroundings","First-Line Supervisors of Protective Service Workers, All Other",firstline supervisors of protective service workers all other,33-1099.00,First-Line Supervisors of Security Workers,33-1091,33-1091.00,"Miscellaneous First-Line Supervisors, Protective Service Workers",Supervisors of Protective Service Workers,Protective Service Occupations,2026-05-31,0.0113071264295034,4.985196528841245,False,2.1616926923076925,4.43,75.25,0.1540000058826341,0.1,E0,E2,55940.0,47440.0,73500.0,59650.0,54000.0,53960.0,54680.0,55990.0,62840.0,83710.0,47140.0,49400.0,59080.0,49300.0,59540.0,61520.0,46560.0,57960.0,50260.0,50580.0,57200.0,63690.0,57890.0,54500.0,58540.0,43410.0,58200.0,46370.0,45700.0,53210.0,66780.0,61590.0,62330.0,59890.0,57390.0,57720.0,53020.0,51400.0,60940.0,47510.0,51090.0,47100.0,57880.0,50830.0,46740.0,56290.0,78110.0,60790.0,62510.0,45850.0,55270.0,51740.0,42550.0,22640.0,49710.0,81480.0,850.0,260.0,1550.0,970.0,10850.0,1520.0,700.0,180.0,710.0,6560.0,2540.0,590.0,230.0,2370.0,1620.0,390.0,480.0,810.0,890.0,170.0,1640.0,1810.0,1940.0,1260.0,670.0,1090.0,210.0,370.0,2540.0,250.0,2200.0,580.0,7050.0,2730.0,100.0,2030.0,1480.0,980.0,3160.0,250.0,770.0,80.0,1850.0,6490.0,380.0,60.0,2120.0,1800.0,390.0,880.0,90.0,90.0,1090.0,70.0
Monitor closed-circuit television cameras.,monitor closedcircuit television cameras,Operate surveillance equipment to detect suspicious or illegal activities.,Operate audiovisual or related equipment.,Controlling Machines and Processes,"First-Line Supervisors of Protective Service Workers, All Other",firstline supervisors of protective service workers all other,33-1099.00,First-Line Supervisors of Security Workers,33-1091,33-1091.00,"Miscellaneous First-Line Supervisors, Protective Service Workers",Supervisors of Protective Service Workers,Protective Service Occupations,2026-05-31,0.0113071264295034,4.985196528841245,False,2.1616926923076925,4.43,75.25,0.1540000058826341,0.1,E0,E2,55940.0,47440.0,73500.0,59650.0,54000.0,53960.0,54680.0,55990.0,62840.0,83710.0,47140.0,49400.0,59080.0,49300.0,59540.0,61520.0,46560.0,57960.0,50260.0,50580.0,57200.0,63690.0,57890.0,54500.0,58540.0,43410.0,58200.0,46370.0,45700.0,53210.0,66780.0,61590.0,62330.0,59890.0,57390.0,57720.0,53020.0,51400.0,60940.0,47510.0,51090.0,47100.0,57880.0,50830.0,46740.0,56290.0,78110.0,60790.0,62510.0,45850.0,55270.0,51740.0,42550.0,22640.0,49710.0,81480.0,850.0,260.0,1550.0,970.0,10850.0,1520.0,700.0,180.0,710.0,6560.0,2540.0,590.0,230.0,2370.0,1620.0,390.0,480.0,810.0,890.0,170.0,1640.0,1810.0,1940.0,1260.0,670.0,1090.0,210.0,370.0,2540.0,250.0,2200.0,580.0,7050.0,2730.0,100.0,2030.0,1480.0,980.0,3160.0,250.0,770.0,80.0,1850.0,6490.0,380.0,60.0,2120.0,1800.0,390.0,880.0,90.0,90.0,1090.0,70.0
Monitor compliance systems to ensure their effectiveness.,monitor compliance systems to ensure their effectiveness,Monitor organizational compliance with regulations.,Monitor operations to ensure compliance with regulations or standards.,"Monitoring Processes, Materials, or Surroundings",Compliance Managers,compliance managers,11-9199.02,Compliance Managers,11-9199,11-9199.02,Miscellaneous Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.920269569725246,False,1.053653076923077,3.97,85.19,0.1515986617533353,0.2,E0,E2,141900.0,135890.0,127950.0,129870.0,87520.0,174560.0,171140.0,162690.0,168060.0,175720.0,108890.0,125000.0,130000.0,131550.0,140240.0,79900.0,128080.0,131710.0,122930.0,103140.0,115920.0,159040.0,182950.0,134260.0,152600.0,101570.0,125760.0,110470.0,116430.0,112040.0,145630.0,161510.0,123550.0,167200.0,141160.0,126440.0,129940.0,131870.0,125580.0,131600.0,165900.0,129960.0,119470.0,99430.0,134390.0,134890.0,125440.0,166230.0,164160.0,124940.0,107050.0,113420.0,104010.0,82250.0,95530.0,131731.0,1668.0,1474.0,7232.0,4819.0,84333.0,11907.0,6208.0,1084.0,15727.0,32029.0,29370.0,528.0,1042.0,26829.0,5920.0,3049.0,2278.0,2024.0,11196.0,1575.0,14846.0,9002.0,7944.0,3523.0,813.0,9671.0,1355.0,2236.0,7715.0,1126.0,25635.0,3193.0,15642.0,18488.0,1728.0,6233.0,1135.0,6504.0,17082.0,669.0,1872.0,483.0,14829.0,52007.0,7783.0,898.0,18259.0,8884.0,3083.0,12060.0,720.0,152.0,4700.0,119.0
Monitor customer preferences to determine focus of sales efforts.,monitor customer preferences to determine focus of sales efforts,Conduct opinion surveys or needs assessments.,Collect data about consumer needs or opinions.,Getting Information,Sales Managers,sales managers,11-2022.00,Sales Managers,11-2022,11-2022.00,Marketing and Sales Managers,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",Management Occupations,2026-05-31,0.0030529241359659,4.834433318161129,False,0.5082738461538461,4.29,100.0,0.0412135696329812,0.1,E2,E2,148270.0,124040.0,98860.0,145690.0,108330.0,134910.0,180850.0,162110.0,148270.0,141800.0,131900.0,159890.0,116340.0,135350.0,155280.0,131470.0,134010.0,159990.0,128650.0,110700.0,158660.0,137150.0,191200.0,136870.0,151670.0,108750.0,115370.0,117390.0,126990.0,109790.0,141900.0,173020.0,114080.0,217640.0,150470.0,119990.0,135510.0,128920.0,155810.0,130610.0,154970.0,131080.0,136360.0,128040.0,136020.0,136520.0,138650.0,191130.0,174000.0,94830.0,134870.0,129840.0,60740.0,78960.0,107740.0,637080.0,4670.0,850.0,13870.0,3710.0,112440.0,8780.0,8560.0,1973.0,1930.0,46480.0,17690.0,1710.0,2490.0,32240.0,9700.0,3260.0,6820.0,6650.0,4360.0,2607.0,11245.0,15010.0,17950.0,11240.0,1870.0,7630.0,1200.0,3000.0,5770.0,2820.0,20090.0,1750.0,38510.0,16920.0,550.0,22840.0,3250.0,5260.0,20460.0,1120.0,9340.0,450.0,12270.0,76010.0,8990.0,930.0,9670.0,10030.0,1110.0,10480.0,300.0,220.0,2180.0,40.0
Monitor daily stock prices and compute fluctuations to determine the need for additional collateral to secure loans.,monitor daily stock prices and compute fluctuations to determine the need for additional collateral to secure loans,Monitor financial information.,Monitor financial data or activities.,"Monitoring Processes, Materials, or Surroundings",Brokerage Clerks,brokerage clerks,43-4011.00,Brokerage Clerks,43-4011,43-4011.00,Brokerage Clerks,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.880333333333333,False,2.2281315384615388,4.03,28.48,0.4205677410096462,0.4,E0,E2,65750.0,65750.0,65750.0,61900.0,58670.0,77960.0,60950.0,75330.0,61390.0,95450.0,63130.0,61570.0,65750.0,65750.0,63350.0,58290.0,56360.0,49990.0,57690.0,61500.0,72840.0,62080.0,63640.0,73350.0,62110.0,58200.0,65750.0,48360.0,60880.0,65750.0,68140.0,74830.0,65750.0,78930.0,60950.0,65750.0,64020.0,65750.0,72250.0,60390.0,62400.0,59710.0,56080.0,64610.0,63060.0,67410.0,78200.0,62560.0,73120.0,65750.0,63870.0,65750.0,65750.0,65750.0,65750.0,35940.0,110.0,75.0,940.0,90.0,4740.0,220.0,420.0,111.0,161.0,1830.0,540.0,144.0,197.0,2060.0,1260.0,160.0,310.0,459.0,444.0,80.0,560.0,890.0,430.0,960.0,40.0,630.0,110.0,440.0,356.0,200.0,3260.0,200.0,5950.0,400.0,99.0,800.0,392.0,470.0,1470.0,450.0,440.0,130.0,370.0,1300.0,320.0,30.0,750.0,140.0,130.0,460.0,64.0,15.0,216.0,7.0
"Monitor developments in the fields of industrial technology, business, finance, and economic theory.",monitor developments in the fields of industrial technology business finance and economic theory,Analyze industry trends.,Analyze market or industry conditions.,Analyzing Data or Information,Financial Analysts,financial analysts,13-2051.00,Financial and Investment Analysts,13-2051,13-2051.00,Financial Analysts and Advisors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0169606896442551,4.855066612838111,False,0.3251020245006566,3.717969451931716,88.96069631626236,0.2261497811446335,0.7460337242869607,E2,E2,110326.8,86329.2,93467.6,98355.2,73310.0,119510.0,112404.0,111834.8,121372.8,102374.0,97303.2,100018.0,92154.4,88370.8,102802.4,90854.8,99291.2,84823.6,78009.6,66715.2,115724.0,109085.2,121107.2,99850.4,104253.6,88170.4,99564.0,100089.6,89979.2,92051.6,121936.0,119327.2,87437.6,132558.0,117808.0,76329.2,96552.4,82500.0,114864.8,94121.6,102588.4,96712.0,88651.2,91929.2,101547.2,84298.0,104933.136,116420.4,115498.8,82196.4,96740.0,151969.2,110326.8,61627.2,90965.136,206952.4,1730.4,117.2,3735.2,745.2,24767.2,4405.200000000001,1419.84,1702.4,1870.8,13432.4,5828.0,334.8,466.8,11368.0,1964.0,1235.6,975.6,1440.8000000000002,966.4,781.24,3035.6,7848.0,4150.0,4194.8,465.2,2682.8,237.2,779.92,1174.8,434.4,6417.6,540.0,31413.6,7764.799999999999,190.8,5782.0,915.6,1577.2,7621.2,1093.1999999999998,2019.2,461.2,2637.6,16319.2,2492.4,319.43999999999994,5917.2,4701.6,218.0,2923.6,179.6,88.0,851.6,41.04
"Monitor developments in the fields of industrial technology, business, finance, and economic theory.",monitor developments in the fields of industrial technology business finance and economic theory,Analyze industry trends.,Analyze market or industry conditions.,Analyzing Data or Information,Financial Analysts,financial analysts,13-2051.00,Financial Risk Specialists,13-2054,13-2054.00,Financial Analysts and Advisors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0169606896442551,4.855066612838111,False,0.3251020245006566,3.717969451931716,88.96069631626236,0.1773573646696724,0.7460337242869607,E2,E2,110326.8,86329.2,93467.6,98355.2,73310.0,119510.0,112404.0,111834.8,121372.8,102374.0,97303.2,100018.0,92154.4,88370.8,102802.4,90854.8,99291.2,84823.6,78009.6,66715.2,115724.0,109085.2,121107.2,99850.4,104253.6,88170.4,99564.0,100089.6,89979.2,92051.6,121936.0,119327.2,87437.6,132558.0,117808.0,76329.2,96552.4,82500.0,114864.8,94121.6,102588.4,96712.0,88651.2,91929.2,101547.2,84298.0,104933.136,116420.4,115498.8,82196.4,96740.0,151969.2,110326.8,61627.2,90965.136,206952.4,1730.4,117.2,3735.2,745.2,24767.2,4405.200000000001,1419.84,1702.4,1870.8,13432.4,5828.0,334.8,466.8,11368.0,1964.0,1235.6,975.6,1440.8000000000002,966.4,781.24,3035.6,7848.0,4150.0,4194.8,465.2,2682.8,237.2,779.92,1174.8,434.4,6417.6,540.0,31413.6,7764.799999999999,190.8,5782.0,915.6,1577.2,7621.2,1093.1999999999998,2019.2,461.2,2637.6,16319.2,2492.4,319.43999999999994,5917.2,4701.6,218.0,2923.6,179.6,88.0,851.6,41.04
Monitor emerging trends regarding industry regulations to determine potential impacts on organizational processes.,monitor emerging trends regarding industry regulations to determine potential impacts on organizational processes,Monitor external affairs or events affecting business operations.,"Monitor external affairs, trends, or events.","Monitoring Processes, Materials, or Surroundings",Regulatory Affairs Managers,regulatory affairs managers,11-9199.01,Regulatory Affairs Managers,11-9199,11-9199.01,Miscellaneous Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,5.0,False,0.2371092307692307,3.41,95.65,0.0178630304509348,0.1,E2,E2,141900.0,135890.0,127950.0,129870.0,87520.0,174560.0,171140.0,162690.0,168060.0,175720.0,108890.0,125000.0,130000.0,131550.0,140240.0,79900.0,128080.0,131710.0,122930.0,103140.0,115920.0,159040.0,182950.0,134260.0,152600.0,101570.0,125760.0,110470.0,116430.0,112040.0,145630.0,161510.0,123550.0,167200.0,141160.0,126440.0,129940.0,131870.0,125580.0,131600.0,165900.0,129960.0,119470.0,99430.0,134390.0,134890.0,125440.0,166230.0,164160.0,124940.0,107050.0,113420.0,104010.0,82250.0,95530.0,219480.0,2780.0,2455.0,12050.0,8029.0,140509.0,19839.0,10343.0,1806.0,26203.0,53365.0,48934.0,880.0,1736.0,44701.0,9863.0,5080.0,3796.0,3372.0,18654.0,2624.0,24735.0,14999.0,13235.0,5870.0,1355.0,16114.0,2258.0,3725.0,12854.0,1877.0,42711.0,5320.0,26061.0,30802.0,2878.0,10385.0,1891.0,10837.0,28460.0,1115.0,3118.0,804.0,24707.0,86650.0,12967.0,1496.0,30422.0,14802.0,5136.0,20093.0,1199.0,254.0,7831.0,198.0
"Monitor equipment functioning, observe temperature, level, and flow gauges, and perform regular unit checks to ensure that all equipment is operating as it should.",monitor equipment functioning observe temperature level and flow gauges and perform regular unit checks to ensure that all equipment is operating as it should,Monitor equipment operation to ensure proper functioning.,Monitor equipment operation.,"Monitoring Processes, Materials, or Surroundings",Gas Plant Operators,gas plant operators,51-8092.00,Gas Plant Operators,51-8092,51-8092.00,Miscellaneous Plant and System Operators,Plant and System Operators,Production Occupations,2026-05-31,0.0030529241359659,4.6538,False,3.4232815384615387,4.66,95.04,0.810040586890244,0.3,E0,E0,87820.0,77120.0,87820.0,104600.0,100870.0,130220.0,98080.0,109060.0,87820.0,87820.0,67170.0,81220.0,87820.0,79280.0,97810.0,85790.0,92970.0,80760.0,63070.0,108350.0,93990.0,102950.0,103830.0,100500.0,100500.0,81600.0,87820.0,83630.0,87790.0,87820.0,87820.0,110900.0,97660.0,98390.0,81460.0,96760.0,82130.0,78310.0,109760.0,80810.0,87820.0,67580.0,101450.0,66560.0,79910.0,98300.0,87820.0,86500.0,83650.0,82600.0,85080.0,81550.0,87820.0,87820.0,87820.0,18030.0,243.0,220.0,140.0,400.0,800.0,570.0,195.0,56.0,81.0,130.0,110.0,72.0,50.0,530.0,280.0,480.0,350.0,200.0,800.0,30.0,180.0,340.0,540.0,360.0,340.0,220.0,70.0,270.0,179.0,79.0,190.0,300.0,240.0,320.0,770.0,570.0,970.0,70.0,1370.0,58.0,280.0,90.0,200.0,2550.0,160.0,35.0,400.0,120.0,420.0,150.0,480.0,8.0,108.0,4.0
"Monitor equipment functioning, observe temperature, level, and flow gauges, and perform regular unit checks to ensure that all equipment is operating as it should.",monitor equipment functioning observe temperature level and flow gauges and perform regular unit checks to ensure that all equipment is operating as it should,Inspect production equipment.,"Inspect commercial, industrial, or production systems or equipment.","Inspecting Equipment, Structures, or Materials",Gas Plant Operators,gas plant operators,51-8092.00,Gas Plant Operators,51-8092,51-8092.00,Miscellaneous Plant and System Operators,Plant and System Operators,Production Occupations,2026-05-31,0.0030529241359659,4.6538,False,3.4232815384615387,4.66,95.04,0.810040586890244,0.3,E0,E0,87820.0,77120.0,87820.0,104600.0,100870.0,130220.0,98080.0,109060.0,87820.0,87820.0,67170.0,81220.0,87820.0,79280.0,97810.0,85790.0,92970.0,80760.0,63070.0,108350.0,93990.0,102950.0,103830.0,100500.0,100500.0,81600.0,87820.0,83630.0,87790.0,87820.0,87820.0,110900.0,97660.0,98390.0,81460.0,96760.0,82130.0,78310.0,109760.0,80810.0,87820.0,67580.0,101450.0,66560.0,79910.0,98300.0,87820.0,86500.0,83650.0,82600.0,85080.0,81550.0,87820.0,87820.0,87820.0,18030.0,243.0,220.0,140.0,400.0,800.0,570.0,195.0,56.0,81.0,130.0,110.0,72.0,50.0,530.0,280.0,480.0,350.0,200.0,800.0,30.0,180.0,340.0,540.0,360.0,340.0,220.0,70.0,270.0,179.0,79.0,190.0,300.0,240.0,320.0,770.0,570.0,970.0,70.0,1370.0,58.0,280.0,90.0,200.0,2550.0,160.0,35.0,400.0,120.0,420.0,150.0,480.0,8.0,108.0,4.0
Monitor equipment to ensure proper operation.,monitor equipment to ensure proper operation,Monitor equipment operation to ensure proper functioning.,Monitor equipment operation.,"Monitoring Processes, Materials, or Surroundings",Billing and Posting Clerks,billing and posting clerks,43-3021.00,Billing and Posting Clerks,43-3021,43-3021.00,Billing and Posting Clerks,Financial Clerks,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.865483062847185,False,0.7555738461538462,3.51,67.71,0.0400618059101585,0.1,E0,E0,48500.0,39520.0,52170.0,47730.0,38780.0,56260.0,52670.0,52000.0,52110.0,64330.0,46540.0,47390.0,51240.0,46440.0,49730.0,46400.0,47110.0,46420.0,45590.0,43170.0,47840.0,52210.0,56110.0,46890.0,55810.0,41190.0,46760.0,46730.0,47410.0,47430.0,50710.0,51750.0,46120.0,53320.0,47160.0,48550.0,46390.0,45120.0,51860.0,46890.0,52910.0,45250.0,46180.0,46330.0,45910.0,46470.0,50730.0,47580.0,56090.0,39300.0,48230.0,44880.0,26900.0,28490.0,43430.0,404060.0,3780.0,370.0,8490.0,4390.0,41290.0,8170.0,4170.0,1270.0,530.0,28560.0,11450.0,1340.0,2850.0,21010.0,8060.0,3660.0,3890.0,5200.0,5970.0,1850.0,5960.0,7430.0,12550.0,6300.0,3040.0,8550.0,1890.0,3310.0,3720.0,1480.0,14910.0,2050.0,32770.0,7000.0,660.0,19480.0,4460.0,5030.0,15800.0,980.0,5550.0,770.0,7990.0,31150.0,4000.0,890.0,7500.0,11960.0,2180.0,7790.0,580.0,80.0,4800.0,30.0
"Monitor, evaluate, and record client progress according to measurable goals described in treatment and care plan.",monitor evaluate and record client progress according to measurable goals described in treatment and care plan,Monitor clients to evaluate treatment progress.,Monitor health conditions of humans or animals.,"Monitoring Processes, Materials, or Surroundings",Healthcare Social Workers,healthcare social workers,21-1022.00,Healthcare Social Workers,21-1022,21-1022.00,Social Workers,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0030529241359659,4.533357331413487,False,2.783384615384615,4.32,92.59,0.9924588027185552,0.5,E2,E2,67880.0,60000.0,62000.0,64030.0,55640.0,89660.0,63480.0,79900.0,64620.0,94100.0,64820.0,62420.0,85420.0,74500.0,64270.0,64580.0,63050.0,64440.0,64080.0,61080.0,71610.0,76440.0,76440.0,67600.0,73970.0,62250.0,59870.0,57090.0,62420.0,78470.0,78260.0,82690.0,65930.0,73070.0,63280.0,62860.0,63610.0,56120.0,84350.0,61900.0,75390.0,60840.0,57510.0,61240.0,69990.0,78150.0,81140.0,66550.0,78570.0,60140.0,66910.0,62260.0,56990.0,36050.0,67880.0,187630.0,2850.0,480.0,3100.0,1250.0,17690.0,3670.0,1650.0,780.0,420.0,10520.0,6970.0,660.0,750.0,4910.0,3890.0,1550.0,1360.0,1980.0,1970.0,790.0,4750.0,7220.0,4860.0,2430.0,1890.0,4430.0,840.0,980.0,1160.0,590.0,4310.0,1200.0,20440.0,5120.0,330.0,8930.0,2310.0,2320.0,9630.0,630.0,3100.0,790.0,5970.0,10880.0,1750.0,250.0,3070.0,5180.0,1100.0,3770.0,180.0,100.0,1200.0,38.0
"Monitor, evaluate, and record client progress according to measurable goals described in treatment and care plan.",monitor evaluate and record client progress according to measurable goals described in treatment and care plan,Maintain client records.,Maintain health or medical records.,Documenting/Recording Information,Healthcare Social Workers,healthcare social workers,21-1022.00,Healthcare Social Workers,21-1022,21-1022.00,Social Workers,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0030529241359659,4.533357331413487,False,2.783384615384615,4.32,92.59,0.9924588027185552,0.5,E2,E2,67880.0,60000.0,62000.0,64030.0,55640.0,89660.0,63480.0,79900.0,64620.0,94100.0,64820.0,62420.0,85420.0,74500.0,64270.0,64580.0,63050.0,64440.0,64080.0,61080.0,71610.0,76440.0,76440.0,67600.0,73970.0,62250.0,59870.0,57090.0,62420.0,78470.0,78260.0,82690.0,65930.0,73070.0,63280.0,62860.0,63610.0,56120.0,84350.0,61900.0,75390.0,60840.0,57510.0,61240.0,69990.0,78150.0,81140.0,66550.0,78570.0,60140.0,66910.0,62260.0,56990.0,36050.0,67880.0,187630.0,2850.0,480.0,3100.0,1250.0,17690.0,3670.0,1650.0,780.0,420.0,10520.0,6970.0,660.0,750.0,4910.0,3890.0,1550.0,1360.0,1980.0,1970.0,790.0,4750.0,7220.0,4860.0,2430.0,1890.0,4430.0,840.0,980.0,1160.0,590.0,4310.0,1200.0,20440.0,5120.0,330.0,8930.0,2310.0,2320.0,9630.0,630.0,3100.0,790.0,5970.0,10880.0,1750.0,250.0,3070.0,5180.0,1100.0,3770.0,180.0,100.0,1200.0,38.0
"Monitor, evaluate, or record training activities or program effectiveness.",monitor evaluate or record training activities or program effectiveness,Evaluate effectiveness of personnel policies or practices.,"Evaluate programs, practices, or processes.","Judging the Qualities of Objects, Services, or People",Training and Development Specialists,training and development specialists,13-1151.00,Training and Development Specialists,13-1151,13-1151.00,Training and Development Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.832184839886502,False,0.4666707692307692,4.4,95.65,0.5333376348717236,1.69452116569938,E2,E2,69280.0,64490.0,81860.0,67140.0,52290.0,75790.0,75790.0,78080.0,88570.0,80980.0,71990.0,67320.0,60960.0,61720.0,67380.0,61050.0,66110.0,62010.0,61390.0,58070.0,65680.0,76370.0,80270.0,64350.0,76710.0,53680.0,58670.0,62880.0,65700.0,61350.0,86050.0,77020.0,62900.0,76080.0,65250.0,63260.0,64780.0,61040.0,76360.0,71350.0,75910.0,63070.0,61570.0,62280.0,62860.0,60900.0,77800.0,77690.0,81860.0,64960.0,70770.0,69380.0,42950.0,47820.0,50430.0,458300.0,3000.0,530.0,9484.0,3880.0,46530.0,12100.0,3650.0,1590.0,1900.0,34130.0,16200.0,1200.0,2430.0,15140.0,8450.0,4670.0,5150.0,6090.0,3030.0,1600.0,9800.0,12190.0,10640.0,9650.0,2820.0,8596.0,900.0,3650.0,3440.0,2001.0,9210.0,2190.0,27460.0,20220.0,670.0,17690.0,5440.0,5190.0,14780.0,1130.0,6960.0,520.0,9370.0,46630.0,6140.0,750.0,15570.0,8130.0,1710.0,9360.0,550.0,50.0,2748.0,40.0
"Monitor, evaluate, or record training activities or program effectiveness.",monitor evaluate or record training activities or program effectiveness,"Evaluate training programs, instructors, or materials.","Evaluate programs, practices, or processes.","Judging the Qualities of Objects, Services, or People",Training and Development Specialists,training and development specialists,13-1151.00,Training and Development Specialists,13-1151,13-1151.00,Training and Development Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.832184839886502,False,0.4666707692307692,4.4,95.65,0.5333376348717236,1.69452116569938,E2,E2,69280.0,64490.0,81860.0,67140.0,52290.0,75790.0,75790.0,78080.0,88570.0,80980.0,71990.0,67320.0,60960.0,61720.0,67380.0,61050.0,66110.0,62010.0,61390.0,58070.0,65680.0,76370.0,80270.0,64350.0,76710.0,53680.0,58670.0,62880.0,65700.0,61350.0,86050.0,77020.0,62900.0,76080.0,65250.0,63260.0,64780.0,61040.0,76360.0,71350.0,75910.0,63070.0,61570.0,62280.0,62860.0,60900.0,77800.0,77690.0,81860.0,64960.0,70770.0,69380.0,42950.0,47820.0,50430.0,458300.0,3000.0,530.0,9484.0,3880.0,46530.0,12100.0,3650.0,1590.0,1900.0,34130.0,16200.0,1200.0,2430.0,15140.0,8450.0,4670.0,5150.0,6090.0,3030.0,1600.0,9800.0,12190.0,10640.0,9650.0,2820.0,8596.0,900.0,3650.0,3440.0,2001.0,9210.0,2190.0,27460.0,20220.0,670.0,17690.0,5440.0,5190.0,14780.0,1130.0,6960.0,520.0,9370.0,46630.0,6140.0,750.0,15570.0,8130.0,1710.0,9360.0,550.0,50.0,2748.0,40.0
"Monitor events, trends, and other circumstances, research specific subject areas, attend art exhibitions, and read art publications to develop ideas and keep current on art world activities.",monitor events trends and other circumstances research specific subject areas attend art exhibitions and read art publications to develop ideas and keep current on art world activities,Monitor current trends.,"Monitor external affairs, trends, or events.","Monitoring Processes, Materials, or Surroundings","Fine Artists, Including Painters, Sculptors, and Illustrators",fine artists including painters sculptors and illustrators,27-1013.00,"Fine Artists, Including Painters, Sculptors, and Illustrators",27-1013,27-1013.00,Artists and Related Workers,Art and Design Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.979187760152998,False,0.1462923076923077,3.13,68.72,0.0240819358867297,0.3,E2,E2,55490.0,55490.0,55490.0,56160.0,32340.0,58240.0,51910.0,71210.0,55490.0,55490.0,50360.0,65010.0,55490.0,55490.0,53850.0,55490.0,55490.0,25830.0,48050.0,40700.0,46170.0,66180.0,55490.0,38650.0,61730.0,55490.0,49820.0,55490.0,39800.0,81630.0,55490.0,55490.0,63090.0,78870.0,55490.0,55490.0,31780.0,47830.0,98540.0,54270.0,55490.0,55490.0,55490.0,30720.0,49650.0,57270.0,55490.0,47930.0,72430.0,55490.0,53350.0,55490.0,55490.0,55490.0,55490.0,11220.0,152.0,23.0,110.0,40.0,2560.0,250.0,100.0,35.0,50.0,1010.0,350.0,45.0,61.0,437.0,210.0,112.0,40.0,60.0,139.0,46.0,80.0,140.0,220.0,211.0,83.0,110.0,50.0,40.0,160.0,49.0,310.0,70.0,1400.0,390.0,31.0,510.0,60.0,141.0,435.0,36.0,160.0,33.0,100.0,700.0,80.0,22.0,230.0,350.0,50.0,100.0,20.0,5.0,67.0,2.0
"Monitor events, trends, and other circumstances, research specific subject areas, attend art exhibitions, and read art publications to develop ideas and keep current on art world activities.",monitor events trends and other circumstances research specific subject areas attend art exhibitions and read art publications to develop ideas and keep current on art world activities,"Conduct research to inform art, designs, or other work.",Maintain current knowledge in area of expertise.,Updating and Using Relevant Knowledge,"Fine Artists, Including Painters, Sculptors, and Illustrators",fine artists including painters sculptors and illustrators,27-1013.00,"Fine Artists, Including Painters, Sculptors, and Illustrators",27-1013,27-1013.00,Artists and Related Workers,Art and Design Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.979187760152998,False,0.1462923076923077,3.13,68.72,0.0240819358867297,0.3,E2,E2,55490.0,55490.0,55490.0,56160.0,32340.0,58240.0,51910.0,71210.0,55490.0,55490.0,50360.0,65010.0,55490.0,55490.0,53850.0,55490.0,55490.0,25830.0,48050.0,40700.0,46170.0,66180.0,55490.0,38650.0,61730.0,55490.0,49820.0,55490.0,39800.0,81630.0,55490.0,55490.0,63090.0,78870.0,55490.0,55490.0,31780.0,47830.0,98540.0,54270.0,55490.0,55490.0,55490.0,30720.0,49650.0,57270.0,55490.0,47930.0,72430.0,55490.0,53350.0,55490.0,55490.0,55490.0,55490.0,11220.0,152.0,23.0,110.0,40.0,2560.0,250.0,100.0,35.0,50.0,1010.0,350.0,45.0,61.0,437.0,210.0,112.0,40.0,60.0,139.0,46.0,80.0,140.0,220.0,211.0,83.0,110.0,50.0,40.0,160.0,49.0,310.0,70.0,1400.0,390.0,31.0,510.0,60.0,141.0,435.0,36.0,160.0,33.0,100.0,700.0,80.0,22.0,230.0,350.0,50.0,100.0,20.0,5.0,67.0,2.0
Monitor financial market trends to ensure that client plans are responsive.,monitor financial market trends to ensure that client plans are responsive,Analyze market conditions or trends.,Analyze market or industry conditions.,Analyzing Data or Information,Personal Financial Advisors,personal financial advisors,13-2052.00,Personal Financial Advisors,13-2052,13-2052.00,Financial Analysts and Advisors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0565356321475172,4.923138752135034,False,0.7327653846153845,3.58,92.31,0.2441759479665747,0.4,E2,E2,105070.0,77990.0,78690.0,96950.0,79420.0,130330.0,89280.0,129720.0,125050.0,104990.0,100970.0,101450.0,76070.0,94370.0,120130.0,87710.0,92310.0,102530.0,67150.0,105070.0,105070.0,99880.0,125670.0,77930.0,102660.0,63300.0,99930.0,97450.0,93280.0,92720.0,96780.0,158570.0,94270.0,166400.0,96880.0,76870.0,90990.0,68670.0,122830.0,105200.0,80200.0,96330.0,128720.0,84160.0,99160.0,77390.0,110020.0,102640.0,114050.0,80010.0,119430.0,77490.0,105070.0,105070.0,105070.0,266800.0,2540.0,555.0,6430.0,1320.0,32200.0,6730.0,2891.0,826.0,480.0,21490.0,6830.0,550.0,760.0,9760.0,5400.0,1920.0,4150.0,2040.0,1470.0,850.0,5260.0,6200.0,6570.0,5280.0,790.0,4480.0,872.0,2210.0,1730.0,1850.0,9300.0,610.0,21550.0,12340.0,540.0,7680.0,1140.0,3070.0,12200.0,1130.0,2400.0,620.0,3970.0,18200.0,2520.0,520.0,6340.0,5790.0,670.0,5200.0,310.0,114.0,440.0,55.0
Monitor functioning of equipment to ensure system operates in conformance with specifications.,monitor functioning of equipment to ensure system operates in conformance with specifications,Monitor computer system performance to ensure proper operation.,Monitor operation of computer or information technologies.,"Monitoring Processes, Materials, or Surroundings","Software Developers, Applications",software developers applications,15-1132.00,Software Developers,15-1252,15-1252.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.8584070796460175,False,1.6553215384615385,4.12,48.33,0.0990141956285766,0.1,E2,E1,114549.41176470587,108307.0588235294,114549.41176470587,110045.29411764706,111294.89619377164,143515.58823529413,128445.88235294116,109510.0,114782.35294117648,114191.17647058824,110165.0,112089.11764705884,109759.70588235294,120062.54325259516,113710.0,93134.70588235294,97098.82352941176,100614.41176470587,88776.76470588235,78453.82352941176,98043.23529411764,120022.9411764706,136121.76470588235,107406.76470588236,110872.0588235294,84885.29411764706,98662.0588235294,109772.9411764706,102180.29411764706,119163.13148788927,117653.5294117647,124798.5294117647,119148.82352941176,135779.41176470587,111493.5294117647,90934.11764705884,103205.58823529413,90770.58823529413,119530.58823529413,103874.70588235294,111107.64705882352,107836.76470588236,77240.29411764706,101195.58823529413,111652.9411764706,97212.0588235294,92335.88235294116,126400.88235294116,140793.5294117647,81291.17647058824,100160.58823529413,114750.1903114187,114549.41176470587,67413.23529411765,114549.41176470587,672406.1764705882,6836.176470588235,1117.8529411764705,14941.764705882351,5745.588235294118,110753.52941176471,17472.05882352941,5204.117647058823,1445.2941176470588,2494.1176470588234,35416.17647058824,20889.117647058825,2341.4117647058824,2239.1176470588234,22635.29411764706,5660.588235294117,3601.176470588235,5164.705882352941,3080.2941176470586,1624.4117647058824,1166.470588235294,14120.294117647058,20082.647058823528,16414.70588235294,13390.588235294115,845.0000000000001,8459.117647058823,800.2941176470589,3187.6470588235293,2321.470588235294,4027.941176470588,21115.29411764706,1585.5882352941176,43799.70588235294,24930.58823529412,604.4117647058824,17467.35294117647,3321.7647058823527,8307.35294117647,21156.17647058824,1910.8823529411768,5457.352941176471,918.8235294117646,7191.764705882353,66272.05882352941,12092.35294117647,677.9411764705883,35434.117647058825,40018.82352941176,1121.1764705882351,9600.882352941177,1304.3529411764705,286.0,836.1764705882354,138.0
"Monitor fundamental economic, industrial, and corporate developments by analyzing information from financial publications and services, investment banking firms, government agencies, trade publications, company sources, or personal interviews.",monitor fundamental economic industrial and corporate developments by analyzing information from financial publications and services investment banking firms government agencies trade publications company sources or personal interviews,Analyze industry trends.,Analyze market or industry conditions.,Analyzing Data or Information,Financial Analysts,financial analysts,13-2051.00,Financial and Investment Analysts,13-2051,13-2051.00,Financial Analysts and Advisors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.1017641378655311,4.961180590295148,False,0.3251020245006566,3.717969451931716,88.96069631626236,0.2261497811446335,0.7460337242869607,E2,E2,110326.8,86329.2,93467.6,98355.2,73310.0,119510.0,112404.0,111834.8,121372.8,102374.0,97303.2,100018.0,92154.4,88370.8,102802.4,90854.8,99291.2,84823.6,78009.6,66715.2,115724.0,109085.2,121107.2,99850.4,104253.6,88170.4,99564.0,100089.6,89979.2,92051.6,121936.0,119327.2,87437.6,132558.0,117808.0,76329.2,96552.4,82500.0,114864.8,94121.6,102588.4,96712.0,88651.2,91929.2,101547.2,84298.0,104933.136,116420.4,115498.8,82196.4,96740.0,151969.2,110326.8,61627.2,90965.136,206952.4,1730.4,117.2,3735.2,745.2,24767.2,4405.200000000001,1419.84,1702.4,1870.8,13432.4,5828.0,334.8,466.8,11368.0,1964.0,1235.6,975.6,1440.8000000000002,966.4,781.24,3035.6,7848.0,4150.0,4194.8,465.2,2682.8,237.2,779.92,1174.8,434.4,6417.6,540.0,31413.6,7764.799999999999,190.8,5782.0,915.6,1577.2,7621.2,1093.1999999999998,2019.2,461.2,2637.6,16319.2,2492.4,319.43999999999994,5917.2,4701.6,218.0,2923.6,179.6,88.0,851.6,41.04
"Monitor gauges and flowmeters and inspect equipment to ensure that tank levels, temperatures, chemical amounts, and pressures are at specified levels, reporting abnormalities as necessary.",monitor gauges and flowmeters and inspect equipment to ensure that tank levels temperatures chemical amounts and pressures are at specified levels reporting abnormalities as necessary,Monitor equipment gauges or displays to ensure proper operation.,Monitor equipment operation.,"Monitoring Processes, Materials, or Surroundings","Pump Operators, Except Wellhead Pumpers",pump operators except wellhead pumpers,53-7072.00,"Pump Operators, Except Wellhead Pumpers",53-7072,53-7072.00,Pumping Station Operators,Material Moving Workers,Transportation and Material Moving Occupations,2026-05-31,0.0030529241359659,4.740744581561755,False,2.208252307692308,4.48,85.47,0.6435036715446438,0.4,E0,E2,61770.0,66890.0,80210.0,61770.0,61770.0,57660.0,46680.0,71890.0,61770.0,61770.0,59120.0,64050.0,61770.0,60200.0,92310.0,60620.0,61770.0,61770.0,46600.0,64110.0,51370.0,61770.0,61770.0,69540.0,59700.0,61670.0,44650.0,71770.0,46170.0,57980.0,61770.0,64990.0,58920.0,48010.0,45890.0,81400.0,64700.0,46900.0,54540.0,60660.0,61770.0,61770.0,61770.0,52120.0,61770.0,61590.0,61770.0,66500.0,57030.0,61450.0,60320.0,77820.0,61770.0,35370.0,61770.0,9780.0,100.0,120.0,202.0,81.0,1220.0,180.0,30.0,30.0,44.0,510.0,130.0,39.0,54.0,50.0,200.0,97.0,90.0,40.0,1370.0,40.0,173.0,227.0,40.0,60.0,70.0,70.0,50.0,64.0,150.0,43.0,310.0,80.0,300.0,180.0,70.0,150.0,90.0,630.0,190.0,31.0,144.0,29.0,80.0,2110.0,250.0,19.0,150.0,80.0,44.0,70.0,290.0,4.0,90.0,2.0
"Monitor gauges and flowmeters and inspect equipment to ensure that tank levels, temperatures, chemical amounts, and pressures are at specified levels, reporting abnormalities as necessary.",monitor gauges and flowmeters and inspect equipment to ensure that tank levels temperatures chemical amounts and pressures are at specified levels reporting abnormalities as necessary,Report vehicle or equipment malfunctions.,Notify others of emergencies or problems.,"Communicating with Supervisors, Peers, or Subordinates","Pump Operators, Except Wellhead Pumpers",pump operators except wellhead pumpers,53-7072.00,"Pump Operators, Except Wellhead Pumpers",53-7072,53-7072.00,Pumping Station Operators,Material Moving Workers,Transportation and Material Moving Occupations,2026-05-31,0.0030529241359659,4.740744581561755,False,2.208252307692308,4.48,85.47,0.6435036715446438,0.4,E0,E2,61770.0,66890.0,80210.0,61770.0,61770.0,57660.0,46680.0,71890.0,61770.0,61770.0,59120.0,64050.0,61770.0,60200.0,92310.0,60620.0,61770.0,61770.0,46600.0,64110.0,51370.0,61770.0,61770.0,69540.0,59700.0,61670.0,44650.0,71770.0,46170.0,57980.0,61770.0,64990.0,58920.0,48010.0,45890.0,81400.0,64700.0,46900.0,54540.0,60660.0,61770.0,61770.0,61770.0,52120.0,61770.0,61590.0,61770.0,66500.0,57030.0,61450.0,60320.0,77820.0,61770.0,35370.0,61770.0,9780.0,100.0,120.0,202.0,81.0,1220.0,180.0,30.0,30.0,44.0,510.0,130.0,39.0,54.0,50.0,200.0,97.0,90.0,40.0,1370.0,40.0,173.0,227.0,40.0,60.0,70.0,70.0,50.0,64.0,150.0,43.0,310.0,80.0,300.0,180.0,70.0,150.0,90.0,630.0,190.0,31.0,144.0,29.0,80.0,2110.0,250.0,19.0,150.0,80.0,44.0,70.0,290.0,4.0,90.0,2.0
"Monitor industry standards, trends, or practices to identify developments in logistics planning or execution.",monitor industry standards trends or practices to identify developments in logistics planning or execution,Analyze industry trends.,Analyze market or industry conditions.,Analyzing Data or Information,Logistics Analysts,logistics analysts,13-1081.02,Logistics Analysts,13-1081,13-1081.02,Logisticians and Project Management Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.9861,False,0.2398815384615384,3.38,95.45,0.0159835614561885,0.1,E2,E2,82320.0,98450.0,87280.0,77620.0,78400.0,92890.0,96090.0,85450.0,96090.0,104770.0,76410.0,77570.0,100340.0,73920.0,80100.0,77670.0,78740.0,69520.0,68420.0,75230.0,77780.0,102700.0,100360.0,83200.0,82320.0,75160.0,78350.0,81270.0,65370.0,79600.0,81270.0,92280.0,98430.0,88240.0,80780.0,72800.0,83460.0,86600.0,83180.0,79340.0,76180.0,80330.0,80020.0,71280.0,75480.0,83300.0,83560.0,98920.0,107250.0,71590.0,73180.0,85550.0,65440.0,54380.0,68790.0,82371.0,5109.0,522.0,4725.0,2185.0,32425.0,4420.0,2166.0,512.0,1329.0,14785.0,12383.0,561.0,561.0,13948.0,3890.0,2441.0,1752.0,2549.0,1683.0,561.0,6733.0,5168.0,10109.0,3396.0,1536.0,3386.0,276.0,1477.0,1270.0,679.0,6182.0,837.0,6822.0,7737.0,305.0,8849.0,3770.0,3120.0,9824.0,541.0,5168.0,207.0,4912.0,20701.0,3701.0,256.0,10375.0,5581.0,581.0,5060.0,118.0,128.0,1093.0,39.0
Monitor inventory levels of products or materials in warehouses.,monitor inventory levels of products or materials in warehouses,Monitor inventories of products or materials.,Monitor resources or inventories.,Monitoring and Controlling Resources,"Transportation, Storage, and Distribution Managers",transportation storage and distribution managers,11-3071.00,"Transportation, Storage, and Distribution Managers",11-3071,11-3071.00,"Transportation, Storage, and Distribution Managers",Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.653361771277676,False,0.6650938461538461,4.0,91.67,0.0418571007341888,0.1,E0,E2,107230.0,118320.0,103080.0,98750.0,89200.0,123780.0,132610.0,114210.0,145000.0,132180.0,101570.0,123330.0,101480.0,93920.0,120250.0,108720.0,99010.0,106130.0,100340.0,93650.0,102110.0,105180.0,123830.0,99100.0,118180.0,85770.0,102870.0,108180.0,97380.0,99860.0,129470.0,130610.0,101420.0,127180.0,106100.0,100720.0,101550.0,96830.0,103520.0,105240.0,117600.0,106860.0,107410.0,100740.0,100700.0,102180.0,101850.0,119140.0,136500.0,98230.0,95900.0,112310.0,83360.0,83560.0,56390.0,67132.0,759.0,140.0,2058.0,874.0,18539.0,1402.0,1463.0,188.0,370.0,4258.0,4067.0,504.0,631.0,6696.0,2543.0,1123.0,698.0,1420.0,1724.0,225.0,2155.0,2616.0,4966.0,2446.0,1463.0,2216.0,182.0,862.0,1366.0,322.0,5536.0,401.0,4091.0,4037.0,237.0,5755.0,1008.0,1736.0,5184.0,273.0,2100.0,225.0,2981.0,17428.0,1827.0,237.0,2052.0,1512.0,322.0,3284.0,79.0,91.0,498.0,24.0
"Monitor market conditions, innovations, and competitors' services, prices, and sales.",monitor market conditions innovations and competitors services prices and sales,Monitor market conditions or trends.,"Monitor external affairs, trends, or events.","Monitoring Processes, Materials, or Surroundings","Sales Representatives, Services, All Other",sales representatives services all other,41-3099.00,"Sales Representatives of Services, Except Advertising, Insurance, Financial Services, and Travel",41-3091,41-3091.00,"Miscellaneous Sales Representatives, Services","Sales Representatives, Services",Sales and Related Occupations,2026-05-31,0.0030529241359659,4.885250981202232,False,0.9977427136752136,3.821111111111111,86.19333333333333,0.7852220208833225,0.48287524945459,E2,E2,69990.0,58840.0,69610.0,72920.0,50570.0,80850.0,79810.0,76940.0,67540.0,76770.0,60660.0,75280.0,58500.0,58930.0,66900.0,63960.0,62420.0,62580.0,52750.0,55200.0,63900.0,63310.0,83760.0,73380.0,75370.0,48440.0,60440.0,58720.0,57770.0,62450.0,71510.0,79200.0,61880.0,92190.0,62620.0,66060.0,59390.0,54990.0,67040.0,64480.0,81450.0,58510.0,61770.0,60230.0,61680.0,62580.0,77530.0,72640.0,79920.0,50240.0,64020.0,58970.0,37170.0,28580.0,42980.0,1256010.0,12840.0,900.0,26340.0,5750.0,156110.0,37810.0,11420.0,2910.0,3120.0,107650.0,46960.0,3450.0,5030.0,69910.0,21950.0,6530.0,12480.0,11860.0,8200.0,2120.0,21580.0,32300.0,27160.0,19220.0,3730.0,14100.0,1730.0,6110.0,10950.0,4670.0,44980.0,3790.0,80510.0,46039.99999999999,1620.0,38440.0,9710.0,10440.0,39920.0,4023.0,21070.0,630.0,21600.0,135030.0,16210.000000000002,1130.0,41390.0,18950.0,2130.0,22720.0,750.0,160.0,2940.0,80.0
"Monitor market conditions, innovations, and competitors' services, prices, and sales.",monitor market conditions innovations and competitors services prices and sales,Study product information to acquire professional knowledge.,Maintain current knowledge in area of expertise.,Updating and Using Relevant Knowledge,"Sales Representatives, Services, All Other",sales representatives services all other,41-3099.00,"Sales Representatives of Services, Except Advertising, Insurance, Financial Services, and Travel",41-3091,41-3091.00,"Miscellaneous Sales Representatives, Services","Sales Representatives, Services",Sales and Related Occupations,2026-05-31,0.0030529241359659,4.885250981202232,False,0.9977427136752136,3.821111111111111,86.19333333333333,0.7852220208833225,0.48287524945459,E2,E2,69990.0,58840.0,69610.0,72920.0,50570.0,80850.0,79810.0,76940.0,67540.0,76770.0,60660.0,75280.0,58500.0,58930.0,66900.0,63960.0,62420.0,62580.0,52750.0,55200.0,63900.0,63310.0,83760.0,73380.0,75370.0,48440.0,60440.0,58720.0,57770.0,62450.0,71510.0,79200.0,61880.0,92190.0,62620.0,66060.0,59390.0,54990.0,67040.0,64480.0,81450.0,58510.0,61770.0,60230.0,61680.0,62580.0,77530.0,72640.0,79920.0,50240.0,64020.0,58970.0,37170.0,28580.0,42980.0,1256010.0,12840.0,900.0,26340.0,5750.0,156110.0,37810.0,11420.0,2910.0,3120.0,107650.0,46960.0,3450.0,5030.0,69910.0,21950.0,6530.0,12480.0,11860.0,8200.0,2120.0,21580.0,32300.0,27160.0,19220.0,3730.0,14100.0,1730.0,6110.0,10950.0,4670.0,44980.0,3790.0,80510.0,46039.99999999999,1620.0,38440.0,9710.0,10440.0,39920.0,4023.0,21070.0,630.0,21600.0,135030.0,16210.000000000002,1130.0,41390.0,18950.0,2130.0,22720.0,750.0,160.0,2940.0,80.0
"Monitor market conditions, product innovations, and competitors' products, prices, and sales.",monitor market conditions product innovations and competitors products prices and sales,Monitor market conditions or trends.,"Monitor external affairs, trends, or events.","Monitoring Processes, Materials, or Surroundings","Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products",sales representatives wholesale and manufacturing except technical and scientific products,41-4012.00,"Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products",41-4012,41-4012.00,"Sales Representatives, Wholesale and Manufacturing","Sales Representatives, Wholesale and Manufacturing",Sales and Related Occupations,2026-05-31,0.0030529241359659,4.89560559685177,False,2.032103461538461,4.06,93.37,0.482014172926715,0.3,E2,E2,72080.0,64140.0,56830.0,72390.0,55120.0,76490.0,79250.0,75570.0,62280.0,80010.0,62490.0,63860.0,59010.0,64840.0,73510.0,71330.0,66760.0,68960.0,64280.0,63290.0,63960.0,73080.0,79810.0,72980.0,76750.0,59320.0,61940.0,61670.0,64030.0,68150.0,72790.0,79410.0,61320.0,79590.0,70990.0,74250.0,73960.0,62160.0,74180.0,66130.0,82420.0,64250.0,77210.0,61630.0,65970.0,61980.0,76840.0,63400.0,79830.0,63560.0,65930.0,72530.0,29460.0,34870.0,45980.0,1238190.0,20470.0,910.0,19400.0,12740.0,134800.0,27530.0,9870.0,2920.0,560.0,92920.0,43630.0,3280.0,7210.0,51310.0,32350.0,16990.0,12630.0,15550.0,19120.0,3320.0,9070.0,22700.0,40960.0,31230.0,7000.0,21960.0,3510.0,8550.0,8970.0,4940.0,34360.0,3660.0,61500.0,49110.0,4180.0,58739.99999999999,14220.0,15020.0,51270.0,4870.0,22010.0,5220.0,23850.0,95670.0,13900.0,1890.0,22570.0,27340.0,3220.0,37700.0,1480.0,210.0,5150.0,80.0
"Monitor market conditions, product innovations, and competitors' products, prices, and sales.",monitor market conditions product innovations and competitors products prices and sales,Study product information to acquire professional knowledge.,Maintain current knowledge in area of expertise.,Updating and Using Relevant Knowledge,"Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products",sales representatives wholesale and manufacturing except technical and scientific products,41-4012.00,"Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products",41-4012,41-4012.00,"Sales Representatives, Wholesale and Manufacturing","Sales Representatives, Wholesale and Manufacturing",Sales and Related Occupations,2026-05-31,0.0030529241359659,4.89560559685177,False,2.032103461538461,4.06,93.37,0.482014172926715,0.3,E2,E2,72080.0,64140.0,56830.0,72390.0,55120.0,76490.0,79250.0,75570.0,62280.0,80010.0,62490.0,63860.0,59010.0,64840.0,73510.0,71330.0,66760.0,68960.0,64280.0,63290.0,63960.0,73080.0,79810.0,72980.0,76750.0,59320.0,61940.0,61670.0,64030.0,68150.0,72790.0,79410.0,61320.0,79590.0,70990.0,74250.0,73960.0,62160.0,74180.0,66130.0,82420.0,64250.0,77210.0,61630.0,65970.0,61980.0,76840.0,63400.0,79830.0,63560.0,65930.0,72530.0,29460.0,34870.0,45980.0,1238190.0,20470.0,910.0,19400.0,12740.0,134800.0,27530.0,9870.0,2920.0,560.0,92920.0,43630.0,3280.0,7210.0,51310.0,32350.0,16990.0,12630.0,15550.0,19120.0,3320.0,9070.0,22700.0,40960.0,31230.0,7000.0,21960.0,3510.0,8550.0,8970.0,4940.0,34360.0,3660.0,61500.0,49110.0,4180.0,58739.99999999999,14220.0,15020.0,51270.0,4870.0,22010.0,5220.0,23850.0,95670.0,13900.0,1890.0,22570.0,27340.0,3220.0,37700.0,1480.0,210.0,5150.0,80.0
Monitor markets or positions.,monitor markets or positions,Monitor market conditions or trends.,"Monitor external affairs, trends, or events.","Monitoring Processes, Materials, or Surroundings","Securities, Commodities, and Financial Services Sales Agents",securities commodities and financial services sales agents,41-3031.00,"Securities, Commodities, and Financial Services Sales Agents",41-3031,41-3031.00,"Securities, Commodities, and Financial Services Sales Agents","Sales Representatives, Services",Sales and Related Occupations,2026-05-31,0.0339213792885103,4.934756562465962,False,7.340935384615385,4.75,100.0,0.5551940952380954,0.1,E2,E2,78660.0,49230.0,76360.0,74840.0,54660.0,79730.0,67010.0,98560.0,83750.0,72010.0,62770.0,59990.0,57590.0,64620.0,99840.0,68290.0,64290.0,75810.0,59110.0,48040.0,59970.0,61660.0,100310.0,73480.0,83350.0,46680.0,78500.0,78660.0,82560.0,61490.0,78930.0,82420.0,60850.0,168340.0,74040.0,63670.0,73300.0,76080.0,76710.0,71840.0,78660.0,55390.0,86780.0,58050.0,78470.0,64660.0,88280.0,62910.0,75510.0,50050.0,74010.0,78660.0,78660.0,36930.0,35160.0,489570.0,4710.0,260.0,14600.0,2330.0,55860.0,12360.0,5730.0,2300.0,1500.0,42600.0,14950.0,420.0,1690.0,27920.0,6460.0,2300.0,2310.0,5340.0,4130.0,690.0,8420.0,14510.0,7160.0,8820.0,1950.0,8770.0,430.0,2150.0,3140.0,1530.0,15230.0,1690.0,55630.0,21890.0,740.0,13520.0,2310.0,2900.0,15510.0,1780.0,7230.0,730.0,11370.0,41640.0,4520.0,240.0,11320.0,8770.0,930.0,5980.0,280.0,208.0,970.0,80.0
Monitor network performance to determine whether adjustments are needed and where changes will be needed in the future.,monitor network performance to determine whether adjustments are needed and where changes will be needed in the future,Monitor the performance of computer networks.,Monitor operation of computer or information technologies.,"Monitoring Processes, Materials, or Surroundings",Network and Computer Systems Administrators,network and computer systems administrators,15-1142.00,Network and Computer Systems Administrators,15-1244,15-1244.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.888927779722319,False,1.124521923076923,3.77,90.74,0.1771039793439798,0.2,E2,E2,99130.0,81400.0,97500.0,90280.0,81590.0,106440.0,103370.0,105880.0,94200.0,110970.0,95200.0,97170.0,101450.0,91880.0,100080.0,84550.0,84500.0,83340.0,87020.0,90160.0,83890.0,118290.0,110980.0,92750.0,101870.0,79990.0,80870.0,80950.0,84700.0,103440.0,100230.0,116420.0,90790.0,105810.0,95230.0,86450.0,97570.0,83990.0,102000.0,86140.0,103100.0,92520.0,75010.0,88100.0,101240.0,95820.0,86020.0,109610.0,103910.0,74490.0,83650.0,75220.0,59820.0,54200.0,99130.0,314340.0,5040.0,920.0,5810.0,1750.0,26170.0,8360.0,2170.0,850.0,1320.0,26890.0,9190.0,1490.0,1010.0,9820.0,4310.0,3110.0,4100.0,2800.0,1789.9999999999998,920.0,9230.0,8270.0,6899.999999999999,4550.0,1380.0,5810.0,850.0,1560.0,1980.0,1660.0,9280.0,1220.0,18220.0,13850.000000000002,930.0,15130.0,2580.0,4880.0,7750.0,1060.0,3579.9999999999995,1690.0,5070.0,34840.0,2050.0,560.0,12430.0,8600.0,1510.0,8470.0,610.0,90.0,890.0000000000001,64.0
"Monitor, note, report, and investigate suspicious persons and situations, safety hazards, and unusual or illegal activity in patrol area.",monitor note report and investigate suspicious persons and situations safety hazards and unusual or illegal activity in patrol area,Investigate illegal or suspicious activities.,Investigate criminal or legal matters.,Getting Information,Police and Sheriff's Patrol Officers,police and sheriffs patrol officers,33-3051.00,Police and Sheriff's Patrol Officers,33-3051,33-3051.00,Police Officers,Law Enforcement Workers,Protective Service Occupations,2026-05-31,0.0030529241359659,4.87372330547818,False,1.6238292307692308,4.4,100.0,0.1372397362351191,0.1,E0,E2,76210.0,51270.0,99130.0,78880.0,47670.0,118880.0,97350.0,82170.0,92970.0,88650.0,74470.0,58120.0,83820.0,66990.0,100520.0,73370.0,74470.0,59230.0,60490.0,48380.0,67050.0,77970.0,78940.0,73730.0,83360.0,46140.0,59460.0,70050.0,74620.0,78140.0,71640.0,92610.0,69180.0,92790.0,59300.0,74500.0,77020.0,59700.0,88140.0,85470.0,77230.0,58070.0,60740.0,59280.0,75900.0,77310.0,68910.0,65870.0,102080.0,56960.0,78090.0,66140.0,62130.0,45510.0,76210.0,138836.0,4849.0,522.0,4974.0,2365.0,27307.0,3980.0,2692.0,745.0,1955.0,18068.0,9181.0,1002.0,1164.0,12084.0,5375.0,2124.0,2539.0,3267.0,5135.0,878.0,4025.0,7057.0,6936.0,3793.0,3342.0,5620.0,894.0,1445.0,2369.0,1019.0,9019.0,1897.0,22143.0,9264.0,675.0,9703.0,4000.0,2083.0,10978.0,803.0,5355.0,828.0,6473.0,26131.0,2278.0,422.0,8270.0,3793.0,1201.0,5102.0,542.0,224.0,4820.0,29.0
"Monitor, note, report, and investigate suspicious persons and situations, safety hazards, and unusual or illegal activity in patrol area.",monitor note report and investigate suspicious persons and situations safety hazards and unusual or illegal activity in patrol area,Maintain surveillance of individuals or establishments.,"Monitor safety or security of work areas, facilities, or properties.","Monitoring Processes, Materials, or Surroundings",Police and Sheriff's Patrol Officers,police and sheriffs patrol officers,33-3051.00,Police and Sheriff's Patrol Officers,33-3051,33-3051.00,Police Officers,Law Enforcement Workers,Protective Service Occupations,2026-05-31,0.0030529241359659,4.87372330547818,False,1.6238292307692308,4.4,100.0,0.1372397362351191,0.1,E0,E2,76210.0,51270.0,99130.0,78880.0,47670.0,118880.0,97350.0,82170.0,92970.0,88650.0,74470.0,58120.0,83820.0,66990.0,100520.0,73370.0,74470.0,59230.0,60490.0,48380.0,67050.0,77970.0,78940.0,73730.0,83360.0,46140.0,59460.0,70050.0,74620.0,78140.0,71640.0,92610.0,69180.0,92790.0,59300.0,74500.0,77020.0,59700.0,88140.0,85470.0,77230.0,58070.0,60740.0,59280.0,75900.0,77310.0,68910.0,65870.0,102080.0,56960.0,78090.0,66140.0,62130.0,45510.0,76210.0,138836.0,4849.0,522.0,4974.0,2365.0,27307.0,3980.0,2692.0,745.0,1955.0,18068.0,9181.0,1002.0,1164.0,12084.0,5375.0,2124.0,2539.0,3267.0,5135.0,878.0,4025.0,7057.0,6936.0,3793.0,3342.0,5620.0,894.0,1445.0,2369.0,1019.0,9019.0,1897.0,22143.0,9264.0,675.0,9703.0,4000.0,2083.0,10978.0,803.0,5355.0,828.0,6473.0,26131.0,2278.0,422.0,8270.0,3793.0,1201.0,5102.0,542.0,224.0,4820.0,29.0
"Monitor, note, report, and investigate suspicious persons and situations, safety hazards, and unusual or illegal activity in patrol area.",monitor note report and investigate suspicious persons and situations safety hazards and unusual or illegal activity in patrol area,Communicate situation details to appropriate personnel.,Notify others of emergencies or problems.,"Communicating with Supervisors, Peers, or Subordinates",Police and Sheriff's Patrol Officers,police and sheriffs patrol officers,33-3051.00,Police and Sheriff's Patrol Officers,33-3051,33-3051.00,Police Officers,Law Enforcement Workers,Protective Service Occupations,2026-05-31,0.0030529241359659,4.87372330547818,False,1.6238292307692308,4.4,100.0,0.1372397362351191,0.1,E0,E2,76210.0,51270.0,99130.0,78880.0,47670.0,118880.0,97350.0,82170.0,92970.0,88650.0,74470.0,58120.0,83820.0,66990.0,100520.0,73370.0,74470.0,59230.0,60490.0,48380.0,67050.0,77970.0,78940.0,73730.0,83360.0,46140.0,59460.0,70050.0,74620.0,78140.0,71640.0,92610.0,69180.0,92790.0,59300.0,74500.0,77020.0,59700.0,88140.0,85470.0,77230.0,58070.0,60740.0,59280.0,75900.0,77310.0,68910.0,65870.0,102080.0,56960.0,78090.0,66140.0,62130.0,45510.0,76210.0,138836.0,4849.0,522.0,4974.0,2365.0,27307.0,3980.0,2692.0,745.0,1955.0,18068.0,9181.0,1002.0,1164.0,12084.0,5375.0,2124.0,2539.0,3267.0,5135.0,878.0,4025.0,7057.0,6936.0,3793.0,3342.0,5620.0,894.0,1445.0,2369.0,1019.0,9019.0,1897.0,22143.0,9264.0,675.0,9703.0,4000.0,2083.0,10978.0,803.0,5355.0,828.0,6473.0,26131.0,2278.0,422.0,8270.0,3793.0,1201.0,5102.0,542.0,224.0,4820.0,29.0
"Monitor operations to ensure compliance with applicable health, safety, or hygiene standards.",monitor operations to ensure compliance with applicable health safety or hygiene standards,Monitor operational quality or safety.,Monitor operations to ensure adequate performance.,"Monitoring Processes, Materials, or Surroundings",Spa Managers,spa managers,39-1021.01,Spa Managers,11-9179,11-9179.02,Personal Service Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.8676,False,1.2166015384615383,4.16,95.4,0.1008575158111486,0.1,E2,E0,69770.0,69770.0,69770.0,69770.0,69770.0,77840.0,83080.0,69770.0,69770.0,69770.0,61460.0,73720.0,88130.0,69770.0,63500.0,61300.0,69720.0,69770.0,69770.0,69770.0,69770.0,83990.0,69770.0,52840.0,69770.0,44600.0,69770.0,69770.0,58640.0,69770.0,69770.0,77350.0,69770.0,65150.0,73990.0,69770.0,58940.0,64810.0,64910.0,72640.0,69770.0,61100.0,69770.0,72360.0,61310.0,51500.0,99570.0,65800.0,75700.0,69770.0,104860.0,69770.0,69770.0,69770.0,69770.0,4851.0,66.0,10.0,100.0,41.0,1866.0,28.0,53.0,15.0,21.0,307.0,130.0,102.0,27.0,93.0,111.0,214.0,45.0,62.0,60.0,19.0,473.0,112.0,136.0,91.0,56.0,91.0,16.0,74.0,48.0,21.0,158.0,27.0,381.0,223.0,13.0,172.0,46.0,74.0,260.0,16.0,71.0,14.0,158.0,436.0,54.0,28.0,74.0,46.0,21.0,56.0,8.0,2.0,29.0,1.0
"Monitor operations to ensure that staff members comply with administrative policies and procedures, safety rules, union contracts, environmental policies, or government regulations.",monitor operations to ensure that staff members comply with administrative policies and procedures safety rules union contracts environmental policies or government regulations,Monitor activities of individuals to ensure safety or compliance with rules.,Monitor individual behavior or performance.,"Monitoring Processes, Materials, or Surroundings","Transportation, Storage, and Distribution Managers",transportation storage and distribution managers,11-3071.00,"Transportation, Storage, and Distribution Managers",11-3071,11-3071.00,"Transportation, Storage, and Distribution Managers",Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.939042713028547,False,1.9266292307692303,4.05,90.75,0.1270747370766297,0.1,E0,E2,107230.0,118320.0,103080.0,98750.0,89200.0,123780.0,132610.0,114210.0,145000.0,132180.0,101570.0,123330.0,101480.0,93920.0,120250.0,108720.0,99010.0,106130.0,100340.0,93650.0,102110.0,105180.0,123830.0,99100.0,118180.0,85770.0,102870.0,108180.0,97380.0,99860.0,129470.0,130610.0,101420.0,127180.0,106100.0,100720.0,101550.0,96830.0,103520.0,105240.0,117600.0,106860.0,107410.0,100740.0,100700.0,102180.0,101850.0,119140.0,136500.0,98230.0,95900.0,112310.0,83360.0,83560.0,56390.0,67132.0,759.0,140.0,2058.0,874.0,18539.0,1402.0,1463.0,188.0,370.0,4258.0,4067.0,504.0,631.0,6696.0,2543.0,1123.0,698.0,1420.0,1724.0,225.0,2155.0,2616.0,4966.0,2446.0,1463.0,2216.0,182.0,862.0,1366.0,322.0,5536.0,401.0,4091.0,4037.0,237.0,5755.0,1008.0,1736.0,5184.0,273.0,2100.0,225.0,2981.0,17428.0,1827.0,237.0,2052.0,1512.0,322.0,3284.0,79.0,91.0,498.0,24.0
"Monitor operations to identify and solve problems, improve work methods, and ensure compliance with safety, company, and government regulations.",monitor operations to identify and solve problems improve work methods and ensure compliance with safety company and government regulations,Monitor operational quality or safety.,Monitor operations to ensure adequate performance.,"Monitoring Processes, Materials, or Surroundings","First-Line Supervisors of Farming, Fishing, and Forestry Workers",firstline supervisors of farming fishing and forestry workers,45-1011.00,"First-Line Supervisors of Farming, Fishing, and Forestry Workers",45-1011,45-1011.00,"First-Line Supervisors of Farming, Fishing, and Forestry Workers","Supervisors of Farming, Fishing, and Forestry Workers","Farming, Fishing, and Forestry Occupations",2026-05-31,0.0226142528590069,4.901247085065395,False,1.028596908831909,3.924074074074074,88.49851851851852,0.2333333333333333,0.4940379576559979,E0,E2,59320.0,60710.0,59320.0,64900.0,62790.0,56280.0,66030.0,59460.0,66550.0,59320.0,58780.0,70560.0,60050.0,69360.0,59030.0,75460.0,59150.0,58670.0,62030.0,59020.0,64290.0,62230.0,59640.0,55460.0,81480.0,60890.0,60950.0,64990.0,62620.0,61180.0,74420.0,57240.0,50160.0,66460.0,58700.0,59320.0,54940.0,62040.0,57940.0,58570.0,53770.0,56730.0,57880.0,52960.0,53170.0,52760.0,68630.0,56990.0,66200.0,53190.0,62610.0,59640.0,59320.0,33800.0,59320.0,27960.0,590.0,58.0,480.0,240.0,10450.0,640.0,60.0,70.0,125.0,940.0,770.0,230.0,530.0,510.0,220.0,360.0,270.0,320.0,490.0,100.0,200.0,390.0,500.0,230.0,440.0,430.0,260.0,90.0,130.0,40.0,270.0,220.0,520.0,560.0,77.0,380.0,220.0,840.0,530.0,60.0,370.0,110.0,170.0,1150.0,160.0,40.0,670.0,1220.0,70.0,330.0,40.0,12.0,210.0,6.0
Monitor or analyze market and environmental trends.,monitor or analyze market and environmental trends,Monitor market conditions or trends.,"Monitor external affairs, trends, or events.","Monitoring Processes, Materials, or Surroundings",Environmental Economists,environmental economists,19-3011.01,Environmental Economists,19-3011,19-3011.01,Economists,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.271371034308083,4.9391871550426485,False,0.1829957692307692,3.26,88.89,0.0119628025548548,0.1,E2,E2,124720.0,129960.0,111040.0,79610.0,91560.0,119410.0,121410.0,101400.0,159120.0,167590.0,102430.0,122570.0,83050.0,131270.0,124720.0,80750.0,96310.0,138790.0,71400.0,73050.0,91480.0,144680.0,106380.0,106350.0,105120.0,124720.0,117010.0,89340.0,75880.0,91340.0,86130.0,167550.0,124720.0,136660.0,136150.0,124720.0,120000.0,89980.0,122120.0,115000.0,124720.0,124720.0,124720.0,117650.0,121420.0,124720.0,124720.0,137590.0,109300.0,124720.0,84000.0,124720.0,124720.0,70750.0,124720.0,6302.0,28.0,57.0,241.0,35.0,609.0,170.0,149.0,50.0,2125.0,354.0,184.0,35.0,92.0,246.0,57.0,50.0,57.0,71.0,99.0,50.0,801.0,730.0,227.0,354.0,47.0,198.0,64.0,64.0,50.0,35.0,198.0,85.0,645.0,205.0,17.0,99.0,57.0,227.0,397.0,20.0,93.0,18.0,57.0,397.0,35.0,12.0,673.0,319.0,28.0,198.0,11.0,3.0,71.0,1.0
Monitor or analyze market and environmental trends.,monitor or analyze market and environmental trends,Analyze market conditions or trends.,Analyze market or industry conditions.,Analyzing Data or Information,Environmental Economists,environmental economists,19-3011.01,Environmental Economists,19-3011,19-3011.01,Economists,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.271371034308083,4.9391871550426485,False,0.1829957692307692,3.26,88.89,0.0119628025548548,0.1,E2,E2,124720.0,129960.0,111040.0,79610.0,91560.0,119410.0,121410.0,101400.0,159120.0,167590.0,102430.0,122570.0,83050.0,131270.0,124720.0,80750.0,96310.0,138790.0,71400.0,73050.0,91480.0,144680.0,106380.0,106350.0,105120.0,124720.0,117010.0,89340.0,75880.0,91340.0,86130.0,167550.0,124720.0,136660.0,136150.0,124720.0,120000.0,89980.0,122120.0,115000.0,124720.0,124720.0,124720.0,117650.0,121420.0,124720.0,124720.0,137590.0,109300.0,124720.0,84000.0,124720.0,124720.0,70750.0,124720.0,6302.0,28.0,57.0,241.0,35.0,609.0,170.0,149.0,50.0,2125.0,354.0,184.0,35.0,92.0,246.0,57.0,50.0,57.0,71.0,99.0,50.0,801.0,730.0,227.0,354.0,47.0,198.0,64.0,64.0,50.0,35.0,198.0,85.0,645.0,205.0,17.0,99.0,57.0,227.0,397.0,20.0,93.0,18.0,57.0,397.0,35.0,12.0,673.0,319.0,28.0,198.0,11.0,3.0,71.0,1.0
Monitor or track project milestones and deliverables.,monitor or track project milestones and deliverables,Monitor financial information.,Monitor financial data or activities.,"Monitoring Processes, Materials, or Surroundings",Information Technology Project Managers,information technology project managers,15-1199.09,Information Technology Project Managers,15-1299,15-1299.09,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.944426666666668,False,0.9603046153846152,4.29,100.0,0.0837531428571428,0.1,E2,E2,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,45756.0,1658.0,448.0,5510.0,706.0,50541.0,7441.0,1955.0,860.0,10846.0,13709.999999999998,13009.0,1312.0,656.0,7037.0,2106.0,2428.0,845.0,1850.0,3166.0,900.0,12019.0,3891.0,4692.0,2636.0,914.0,14340.000000000002,341.0,1438.0,1646.0,612.0,7573.0,1040.0,11460.0,9515.0,460.0,6150.0,2094.0,1545.0,14580.0,523.0,2711.0,240.0,6892.0,35956.0,4212.0,832.0,10720.0,9055.0,2131.0,2951.0,107.0,177.0,555.0,25.0
"Monitor patients' conditions and progress, and reevaluate treatments, as necessary.",monitor patients conditions and progress and reevaluate treatments as necessary,Monitor patient progress or responses to treatments.,Monitor health conditions of humans or animals.,"Monitoring Processes, Materials, or Surroundings","Physicians and Surgeons, All Other",physicians and surgeons all other,29-1069.00,Cardiologists,29-1212,29-1212.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0006105848271931,4.888888888888889,False,5.108755,4.6325,99.2775,0.3190888238272596,0.1,E0,E2,409608.4615384616,460318.4023668639,432768.5207100592,409608.4615384616,409608.4615384616,306224.5562130178,409608.4615384616,451247.6923076923,409608.4615384616,360388.5207100592,301876.1538461539,399499.2307692308,409608.4615384616,308281.5976331361,459566.0946745562,458673.8461538461,361674.6153846154,409608.4615384616,348831.53846153844,409608.4615384616,409608.4615384616,398824.6153846154,380866.21301775146,418346.1538461539,399556.21301775146,325259.2899408284,544798.4615384615,409608.4615384616,498535.3846153846,409608.4615384616,409608.4615384616,302047.6923076923,407196.9822485207,389543.8461538461,371776.9822485207,400606.21301775146,435993.8461538461,376725.4437869822,409608.4615384616,487844.5562130178,458674.6153846154,373182.3668639053,401133.9053254438,502133.7869822485,359900.76923076925,264633.90532544383,421030.0591715976,433535.325443787,508005.3846153846,453558.5207100592,514364.5562130178,409608.4615384616,409608.4615384616,409608.4615384616,409608.4615384616,25684.615384615383,108.46153846153848,126.76923076923076,489.5384615384616,131.07692307692307,2670.7692307692305,512.3076923076924,400.7692307692308,84.61538461538461,117.6923076923077,1533.8461538461538,962.6153846153846,82.3076923076923,269.6923076923077,813.8461538461538,694.6153846153846,202.30769230769232,236.0,485.2307692307692,399.38461538461536,220.00000000000003,505.2307692307692,714.6153846153846,646.9230769230769,726.9230769230769,265.38461538461536,328.76923076923083,114.15384615384616,288.46153846153845,255.00000000000003,254.6153846153846,593.6923076923077,224.6153846153846,3186.1538461538457,520.7692307692307,99.23076923076924,980.7692307692308,161.53846153846155,548.4615384615385,602.3076923076924,183.84615384615384,140.0,126.15384615384616,548.1538461538462,1366.1538461538462,204.61538461538464,102.3076923076923,869.2307692307693,406.2307692307692,214.6153846153846,770.7692307692307,38.61538461538461,11.0,110.6153846153846,5.0
Monitor patients' conditions and progress and reevaluate treatments as necessary.,monitor patients conditions and progress and reevaluate treatments as necessary,Monitor patient progress or responses to treatments.,Monitor health conditions of humans or animals.,"Monitoring Processes, Materials, or Surroundings",Family and General Practitioners,family and general practitioners,29-1062.00,Family Medicine Physicians,29-1215,29-1215.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0006105848271931,4.888888888888889,False,6.678839999999999,4.97,99.54,0.578928595129073,0.1,E0,E2,244180.0,134550.0,323490.0,292760.0,215820.0,252010.0,265560.0,163930.0,228000.0,233390.0,227700.0,259320.0,218210.0,347160.0,245120.0,261940.0,265200.0,229390.0,248730.0,255330.0,239870.0,285730.0,277490.0,214070.0,280030.0,235630.0,171180.0,330760.0,228590.0,251550.0,268650.0,292170.0,228040.0,210920.0,215230.0,280100.0,223700.0,361350.0,293240.0,306030.0,467160.0,239200.0,239970.0,226830.0,235710.0,297510.0,239340.0,222630.0,292900.0,272680.0,290640.0,264580.0,244180.0,112990.0,244180.0,107510.0,1452.0,760.0,2620.0,290.0,12510.0,2700.0,790.0,640.0,150.0,6820.0,3690.0,260.0,690.0,1960.0,1410.0,1140.0,210.0,1170.0,1090.0,730.0,1050.0,3540.0,3770.0,1820.0,570.0,3740.0,460.0,830.0,340.0,350.0,3050.0,650.0,4000.0,1520.0,260.0,1490.0,2170.0,1490.0,4190.0,210.0,1200.0,550.0,2260.0,6190.0,550.0,240.0,2930.0,1270.0,320.0,1470.0,100.0,46.0,1050.0,22.0
Monitor patients' conditions and progress and reevaluate treatments as necessary.,monitor patients conditions and progress and reevaluate treatments as necessary,Monitor patient progress or responses to treatments.,Monitor health conditions of humans or animals.,"Monitoring Processes, Materials, or Surroundings","Internists, General",internists general,29-1063.00,General Internal Medicine Physicians,29-1216,29-1216.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0006105848271931,4.888888888888889,False,4.993539999999999,4.27,100.0,0.4227210612272107,0.1,E0,E2,256560.0,311180.0,366080.0,259320.0,233130.0,313890.0,299990.0,208000.0,256560.0,223250.0,222600.0,425460.0,256560.0,355390.0,140680.0,314390.0,122920.0,256560.0,241530.0,210390.0,316880.0,260410.0,285250.0,149990.0,373700.0,325610.0,216570.0,256560.0,221360.0,114090.0,229210.0,89990.0,256560.0,183460.0,289780.0,338400.0,249990.0,216570.0,268570.0,213310.0,379490.0,359500.0,280520.0,232220.0,269110.0,331720.0,228670.0,256560.0,340010.0,72680.0,367160.0,256560.0,324920.0,133120.0,256560.0,67150.0,310.0,110.0,2570.0,290.0,6370.0,450.0,980.0,208.0,490.0,2390.0,5440.0,220.0,130.0,1130.0,2380.0,380.0,617.0,1060.0,830.0,270.0,3250.0,1590.0,2060.0,2270.0,390.0,160.0,219.0,900.0,390.0,450.0,2920.0,374.0,10000.0,1700.0,200.0,1540.0,490.0,230.0,990.0,300.0,1260.0,160.0,1370.0,3850.0,210.0,180.0,860.0,1100.0,630.0,1450.0,120.0,40.0,40.0,14.0
Monitor patients' conditions and progress and reevaluate treatments as necessary.,monitor patients conditions and progress and reevaluate treatments as necessary,Monitor patient progress or responses to treatments.,Monitor health conditions of humans or animals.,"Monitoring Processes, Materials, or Surroundings",Obstetricians and Gynecologists,obstetricians and gynecologists,29-1064.00,Obstetricians and Gynecologists,29-1218,29-1218.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0006105848271931,4.888888888888889,False,4.59856,4.67,100.0,0.3901976469019767,0.1,E0,E2,292910.0,210380.0,421450.0,369720.0,292910.0,301240.0,292910.0,200580.0,324080.0,292910.0,292910.0,354000.0,338130.0,223560.0,208000.0,351990.0,356020.0,220770.0,317110.0,404550.0,379930.0,306310.0,272240.0,209650.0,321910.0,292910.0,292910.0,292910.0,342570.0,292910.0,348140.0,228870.0,259990.0,348800.0,134540.0,414060.0,181520.0,370260.0,395340.0,292910.0,166390.0,302340.0,297610.0,354580.0,271960.0,437170.0,418760.0,282410.0,343140.0,300810.0,304990.0,292910.0,292910.0,131890.0,292910.0,21260.0,120.0,50.0,130.0,160.0,1610.0,410.0,330.0,190.0,70.0,1620.0,350.0,140.0,110.0,1290.0,430.0,180.0,195.0,240.0,80.0,100.0,160.0,620.0,880.0,750.0,158.0,399.0,69.0,180.0,211.0,140.0,740.0,110.0,2750.0,590.0,70.0,970.0,60.0,270.0,260.0,140.0,350.0,80.0,360.0,1460.0,200.0,90.0,558.0,270.0,100.0,450.0,38.0,9.0,70.0,4.0
Monitor patients' conditions and progress and reevaluate treatments as necessary.,monitor patients conditions and progress and reevaluate treatments as necessary,Monitor patient progress or responses to treatments.,Monitor health conditions of humans or animals.,"Monitoring Processes, Materials, or Surroundings","Pediatricians, General",pediatricians general,29-1065.00,"Pediatricians, General",29-1221,29-1221.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0006105848271931,4.888888888888889,False,4.16408,4.62,97.57,0.3425517376024991,0.1,E0,E2,210040.0,209490.0,267390.0,233950.0,160440.0,214140.0,196440.0,216830.0,219190.0,79240.0,182010.0,149990.0,197090.0,297680.0,196760.0,177300.0,262440.0,209840.0,175690.0,502720.0,245920.0,181640.0,221170.0,204690.0,226660.0,183650.0,223910.0,273260.0,175990.0,210040.0,273410.0,201560.0,202390.0,212150.0,183550.0,234950.0,217970.0,236780.0,224690.0,226440.0,218080.0,217120.0,257610.0,176210.0,173360.0,210360.0,215350.0,195940.0,169540.0,158470.0,269790.0,210040.0,210040.0,98350.0,210040.0,39390.0,532.0,60.0,1230.0,100.0,6680.0,570.0,1310.0,180.0,177.0,700.0,1230.0,470.0,60.0,1180.0,1080.0,230.0,110.0,380.0,40.0,130.0,580.0,2310.0,1340.0,890.0,40.0,500.0,50.0,290.0,390.0,210.0,1280.0,270.0,4570.0,740.0,90.0,2110.0,280.0,620.0,1120.0,180.0,420.0,80.0,740.0,2740.0,310.0,130.0,750.0,480.0,140.0,350.0,100.0,17.0,1020.0,8.0
Monitor patients' medication usage and results.,monitor patients medication usage and results,Monitor patient progress or responses to treatments.,Monitor health conditions of humans or animals.,"Monitoring Processes, Materials, or Surroundings",Advanced Practice Psychiatric Nurses,advanced practice psychiatric nurses,29-1141.02,Advanced Practice Psychiatric Nurses,29-1141,29-1141.02,Registered Nurses,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.823504499735309,False,6.1089,4.86,100.0,0.5236200000000001,0.1,E0,E2,97550.0,77080.0,109480.0,99500.0,78940.0,140270.0,100260.0,102740.0,99520.0,102540.0,84190.0,93550.0,136320.0,92460.0,95990.0,83500.0,78630.0,79320.0,81040.0,80230.0,86990.0,99790.0,104550.0,94300.0,101510.0,77090.0,81780.0,85280.0,84730.0,103670.0,99700.0,106500.0,94340.0,109440.0,84350.0,80730.0,82510.0,82920.0,129010.0,96430.0,100640.0,82360.0,78060.0,81500.0,95970.0,84600.0,97460.0,93600.0,124200.0,80130.0,95530.0,83760.0,97550.0,39880.0,84120.0,1062236.0,85394.0,11802.0,114954.0,46202.0,532639.0,85630.0,63032.0,22457.0,17978.0,361347.0,158641.0,20335.0,26527.0,218295.0,108401.0,54091.0,53116.0,79046.0,76956.0,25992.0,83147.0,138605.0,164927.0,110177.0,45667.0,119920.0,17208.0,38847.0,42540.0,24185.0,145645.0,28255.0,323427.0,174623.0,17821.0,225870.0,60141.0,62435.0,230254.0,15856.0,78181.0,23117.0,113461.0,426470.0,43090.0,11645.0,121774.0,108841.0,36820.0,106955.0,8376.0,1084.0,33425.0,739.0
"Monitor patients' performance in therapy activities, providing encouragement.",monitor patients performance in therapy activities providing encouragement,Monitor patient progress or responses to treatments.,Monitor health conditions of humans or animals.,"Monitoring Processes, Materials, or Surroundings",Occupational Therapy Assistants,occupational therapy assistants,31-2011.00,Occupational Therapy Assistants,31-2011,31-2011.00,Occupational Therapy Assistants and Aides,Occupational Therapy and Physical Therapist Assistants and Aides,Healthcare Support Occupations,2026-05-31,0.0030529241359659,4.2942193675889335,False,4.702709230769231,4.76,100.0,0.4099271025278426,0.1,E0,E0,72300.0,62250.0,53530.0,73490.0,78940.0,81770.0,75340.0,72780.0,78640.0,66390.0,71630.0,75920.0,72710.0,65330.0,64120.0,66660.0,64140.0,65010.0,65230.0,66090.0,64270.0,82010.0,75040.0,63260.0,64920.0,61650.0,66070.0,72800.0,63180.0,79510.0,67790.0,74960.0,77020.0,68530.0,69390.0,60970.0,62700.0,66520.0,76850.0,71590.0,66710.0,73740.0,56180.0,62420.0,81500.0,66080.0,72300.0,74960.0,77590.0,60370.0,59960.0,62750.0,72300.0,72300.0,72300.0,51290.0,750.0,60.0,1120.0,730.0,3840.0,710.0,820.0,220.0,60.0,3910.0,1060.0,60.0,210.0,2470.0,1490.0,400.0,660.0,500.0,760.0,250.0,710.0,1410.0,1250.0,540.0,420.0,1470.0,60.0,210.0,220.0,150.0,1080.0,300.0,2230.0,1590.0,130.0,3890.0,1000.0,250.0,2560.0,300.0,830.0,100.0,1300.0,5610.0,280.0,100.0,1130.0,720.0,340.0,1050.0,80.0,22.0,308.0,11.0
"Monitor patients' performance in therapy activities, providing encouragement.",monitor patients performance in therapy activities providing encouragement,Encourage patients during therapeutic activities.,Provide support or encouragement to others.,Coaching and Developing Others,Occupational Therapy Assistants,occupational therapy assistants,31-2011.00,Occupational Therapy Assistants,31-2011,31-2011.00,Occupational Therapy Assistants and Aides,Occupational Therapy and Physical Therapist Assistants and Aides,Healthcare Support Occupations,2026-05-31,0.0030529241359659,4.2942193675889335,False,4.702709230769231,4.76,100.0,0.4099271025278426,0.1,E0,E0,72300.0,62250.0,53530.0,73490.0,78940.0,81770.0,75340.0,72780.0,78640.0,66390.0,71630.0,75920.0,72710.0,65330.0,64120.0,66660.0,64140.0,65010.0,65230.0,66090.0,64270.0,82010.0,75040.0,63260.0,64920.0,61650.0,66070.0,72800.0,63180.0,79510.0,67790.0,74960.0,77020.0,68530.0,69390.0,60970.0,62700.0,66520.0,76850.0,71590.0,66710.0,73740.0,56180.0,62420.0,81500.0,66080.0,72300.0,74960.0,77590.0,60370.0,59960.0,62750.0,72300.0,72300.0,72300.0,51290.0,750.0,60.0,1120.0,730.0,3840.0,710.0,820.0,220.0,60.0,3910.0,1060.0,60.0,210.0,2470.0,1490.0,400.0,660.0,500.0,760.0,250.0,710.0,1410.0,1250.0,540.0,420.0,1470.0,60.0,210.0,220.0,150.0,1080.0,300.0,2230.0,1590.0,130.0,3890.0,1000.0,250.0,2560.0,300.0,830.0,100.0,1300.0,5610.0,280.0,100.0,1130.0,720.0,340.0,1050.0,80.0,22.0,308.0,11.0
"Monitor patrons' facility use to ensure that rules and regulations are followed, and safety and order are maintained.",monitor patrons facility use to ensure that rules and regulations are followed and safety and order are maintained,Monitor patron activities to identify problems or potential problems.,Monitor individual behavior or performance.,"Monitoring Processes, Materials, or Surroundings","Locker Room, Coatroom, and Dressing Room Attendants",locker room coatroom and dressing room attendants,39-3093.00,"Locker Room, Coatroom, and Dressing Room Attendants",39-3093,39-3093.00,Miscellaneous Entertainment Attendants and Related Workers,Entertainment Attendants and Related Workers,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.902397623594314,False,1.7388723076923078,4.19,88.65,0.1377821217059154,0.1,E0,E0,36300.0,26440.0,26350.0,36400.0,27180.0,46560.0,37690.0,40260.0,36300.0,50440.0,35290.0,33430.0,51100.0,36300.0,38890.0,26320.0,23720.0,28520.0,36300.0,36300.0,35620.0,38840.0,40770.0,29640.0,29710.0,36300.0,30680.0,50370.0,36300.0,36620.0,34330.0,36650.0,36300.0,37420.0,33140.0,36300.0,28960.0,21590.0,37520.0,38460.0,41250.0,33250.0,36300.0,36300.0,34100.0,23660.0,36300.0,38010.0,47500.0,36300.0,28540.0,36300.0,36300.0,36300.0,36300.0,15560.0,60.0,150.0,650.0,50.0,2620.0,80.0,110.0,48.0,40.0,1030.0,90.0,190.0,85.0,800.0,90.0,280.0,80.0,199.0,192.0,90.0,320.0,190.0,1170.0,390.0,116.0,540.0,30.0,102.0,510.0,68.0,300.0,87.0,2250.0,340.0,43.0,480.0,200.0,196.0,580.0,70.0,140.0,45.0,326.0,590.0,190.0,30.0,120.0,60.0,70.0,260.0,28.0,7.0,93.0,3.0
"Monitor process indicators, instruments, gauges, and meters to detect and report any possible problems.",monitor process indicators instruments gauges and meters to detect and report any possible problems,Monitor equipment operation to ensure proper functioning.,Monitor equipment operation.,"Monitoring Processes, Materials, or Surroundings","Petroleum Pump System Operators, Refinery Operators, and Gaugers",petroleum pump system operators refinery operators and gaugers,51-8093.00,"Petroleum Pump System Operators, Refinery Operators, and Gaugers",51-8093,51-8093.00,Miscellaneous Plant and System Operators,Plant and System Operators,Production Occupations,2026-05-31,0.0030529241359659,4.8548,False,3.9568984615384615,4.28,96.62,0.3270950216031469,0.1,E0,E2,96710.0,73510.0,124530.0,60070.0,86580.0,103250.0,93750.0,56880.0,96710.0,96710.0,63480.0,57180.0,94900.0,96710.0,102890.0,67420.0,90160.0,101880.0,78670.0,106640.0,65150.0,78580.0,96710.0,84030.0,101910.0,75180.0,80960.0,98310.0,96710.0,62420.0,70050.0,104540.0,74340.0,88880.0,80060.0,93130.0,105150.0,95140.0,96710.0,83870.0,96710.0,58160.0,96710.0,96730.0,84100.0,105980.0,96710.0,58970.0,103620.0,83910.0,71450.0,100350.0,96710.0,44470.0,96710.0,33160.0,90.0,370.0,180.0,220.0,3360.0,120.0,359.0,103.0,149.0,170.0,240.0,280.0,182.0,1070.0,520.0,70.0,950.0,520.0,3490.0,60.0,90.0,771.0,180.0,550.0,860.0,100.0,550.0,217.0,30.0,120.0,420.0,420.0,70.0,130.0,950.0,800.0,1390.0,417.0,820.0,106.0,70.0,97.0,170.0,10510.0,600.0,64.0,250.0,930.0,330.0,623.0,560.0,14.0,40.0,7.0
Monitor product quality to ensure compliance with standards and specifications.,monitor product quality to ensure compliance with standards and specifications,Evaluate quality of materials or products.,Evaluate production inputs or outputs.,"Judging the Qualities of Objects, Services, or People",Chemical Technicians,chemical technicians,19-4031.00,Chemical Technicians,19-4031,19-4031.00,Chemical Technicians,"Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Occupations",2026-05-31,0.0226142528590069,4.438007417059237,True,2.9584876923076924,4.37,85.15,0.2168325939263635,0.1,E2,E2,60390.0,58150.0,79380.0,65860.0,45230.0,59510.0,63770.0,57310.0,78620.0,56530.0,54050.0,58120.0,63910.0,54560.0,61890.0,59290.0,58090.0,61560.0,60830.0,85850.0,49280.0,49280.0,67570.0,58180.0,62400.0,54580.0,68550.0,52890.0,62640.0,61520.0,48940.0,58580.0,55120.0,60900.0,59030.0,57760.0,59750.0,60020.0,57960.0,59420.0,61680.0,75020.0,49030.0,54840.0,62580.0,49030.0,65560.0,51850.0,62100.0,58750.0,59440.0,56320.0,60390.0,37510.0,60390.0,57540.0,1190.0,100.0,390.0,500.0,6800.0,1180.0,510.0,540.0,30.0,1840.0,850.0,40.0,170.0,1320.0,1990.0,440.0,370.0,700.0,960.0,100.0,590.0,1780.0,2220.0,870.0,480.0,720.0,240.0,280.0,1050.0,220.0,2730.0,250.0,2200.0,2660.0,150.0,3120.0,610.0,340.0,2710.0,190.0,2080.0,90.0,1470.0,6090.0,580.0,150.0,1370.0,730.0,230.0,1090.0,230.0,24.0,990.0,12.0
Monitor program performance to ensure efficient and problem-free operations.,monitor program performance to ensure efficient and problemfree operations,Monitor computer system performance to ensure proper operation.,Monitor operation of computer or information technologies.,"Monitoring Processes, Materials, or Surroundings","Software Developers, Applications",software developers applications,15-1132.00,Software Quality Assurance Analysts and Testers,15-1253,15-1253.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.2261425285900691,4.946834557537601,False,1.9853492307692304,3.97,100.0,0.1442569180291707,0.1,E2,E1,114549.41176470587,108307.0588235294,114549.41176470587,110045.29411764706,111294.89619377164,143515.58823529413,128445.88235294116,109510.0,114782.35294117648,114191.17647058824,110165.0,112089.11764705884,109759.70588235294,120062.54325259516,113710.0,93134.70588235294,97098.82352941176,100614.41176470587,88776.76470588235,78453.82352941176,98043.23529411764,120022.9411764706,136121.76470588235,107406.76470588236,110872.0588235294,84885.29411764706,98662.0588235294,109772.9411764706,102180.29411764706,119163.13148788927,117653.5294117647,124798.5294117647,119148.82352941176,135779.41176470587,111493.5294117647,90934.11764705884,103205.58823529413,90770.58823529413,119530.58823529413,103874.70588235294,111107.64705882352,107836.76470588236,77240.29411764706,101195.58823529413,111652.9411764706,97212.0588235294,92335.88235294116,126400.88235294116,140793.5294117647,81291.17647058824,100160.58823529413,114750.1903114187,114549.41176470587,67413.23529411765,114549.41176470587,672406.1764705882,6836.176470588235,1117.8529411764705,14941.764705882351,5745.588235294118,110753.52941176471,17472.05882352941,5204.117647058823,1445.2941176470588,2494.1176470588234,35416.17647058824,20889.117647058825,2341.4117647058824,2239.1176470588234,22635.29411764706,5660.588235294117,3601.176470588235,5164.705882352941,3080.2941176470586,1624.4117647058824,1166.470588235294,14120.294117647058,20082.647058823528,16414.70588235294,13390.588235294115,845.0000000000001,8459.117647058823,800.2941176470589,3187.6470588235293,2321.470588235294,4027.941176470588,21115.29411764706,1585.5882352941176,43799.70588235294,24930.58823529412,604.4117647058824,17467.35294117647,3321.7647058823527,8307.35294117647,21156.17647058824,1910.8823529411768,5457.352941176471,918.8235294117646,7191.764705882353,66272.05882352941,12092.35294117647,677.9411764705883,35434.117647058825,40018.82352941176,1121.1764705882351,9600.882352941177,1304.3529411764705,286.0,836.1764705882354,138.0
Monitor project milestones and deliverables.,monitor project milestones and deliverables,Manage information technology projects or system activities.,Direct scientific or technical activities.,"Guiding, Directing, and Motivating Subordinates","Managers, All Other",managers all other,11-9199.00,Project Management Specialists,13-1082,13-1082.00,Logisticians and Project Management Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.732866280840694,False,0.5840869102564102,3.924,85.61666666666666,0.6949483272188464,0.973466101615402,E2,E2,95304.6153846154,90272.30769230767,90693.84615384616,92126.92307692308,68699.23076923077,108183.84615384616,106034.6153846154,96861.53846153848,113917.57396449705,107678.46153846152,93593.07692307692,96395.3846153846,78972.30769230769,95442.30769230767,95420.76923076923,85093.84615384616,87856.92307692308,90773.07692307692,81216.92307692308,77939.23076923077,95968.46153846152,97018.46153846152,106577.69230769233,90176.15384615384,100875.3846153846,75423.84615384616,91263.07692307692,90171.4201183432,74956.15384615384,94533.84615384616,87566.92307692308,112706.15384615384,103380.65088757395,114070.76923076923,93795.3846153846,95896.8047337278,84283.84615384616,83833.84615384616,97086.15384615384,90562.30769230767,99778.46153846152,90138.46153846152,80326.92307692308,81163.84615384616,92304.6153846154,91390.76923076923,84344.61538461539,106673.84615384616,115738.46153846152,78096.92307692308,91290.76923076923,92452.30769230767,75965.26627218934,58864.61538461538,81413.72781065089,750150.0000000001,2266.923076923077,1386.923076923077,16138.46153846154,3885.384615384616,81340.0,22713.07692307692,5862.307692307692,1940.1538461538464,3588.4615384615386,53677.69230769231,20263.07692307692,1095.3846153846157,4014.6153846153848,19820.000000000004,8391.538461538461,4843.076923076923,4205.384615384615,7188.461538461538,5600.769230769231,1835.384615384616,21425.384615384617,15520.0,18050.0,13197.692307692309,3018.4615384615386,14970.76923076923,2789.846153846154,2303.846153846154,5865.384615384616,2710.7692307692305,20287.69230769231,3022.3076923076924,47500.0,25430.76923076923,2031.692307692308,24112.30769230769,7798.461538461539,13703.076923076922,25402.30769230769,2698.4615384615386,11932.307692307691,956.1538461538462,14552.307692307691,97089.23076923077,11502.307692307691,906.9230769230768,30460.0,25283.07692307692,1775.3846153846152,15013.076923076924,838.4615384615385,375.0769230769231,1650.0,109.6923076923077
Monitor project milestones and deliverables.,monitor project milestones and deliverables,"Manage operations, research, or logistics projects.","Direct organizational operations, activities, or procedures.","Guiding, Directing, and Motivating Subordinates","Managers, All Other",managers all other,11-9199.00,Project Management Specialists,13-1082,13-1082.00,Logisticians and Project Management Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.732866280840694,False,0.5840869102564102,3.924,85.61666666666666,0.6949483272188464,0.973466101615402,E2,E2,95304.6153846154,90272.30769230767,90693.84615384616,92126.92307692308,68699.23076923077,108183.84615384616,106034.6153846154,96861.53846153848,113917.57396449705,107678.46153846152,93593.07692307692,96395.3846153846,78972.30769230769,95442.30769230767,95420.76923076923,85093.84615384616,87856.92307692308,90773.07692307692,81216.92307692308,77939.23076923077,95968.46153846152,97018.46153846152,106577.69230769233,90176.15384615384,100875.3846153846,75423.84615384616,91263.07692307692,90171.4201183432,74956.15384615384,94533.84615384616,87566.92307692308,112706.15384615384,103380.65088757395,114070.76923076923,93795.3846153846,95896.8047337278,84283.84615384616,83833.84615384616,97086.15384615384,90562.30769230767,99778.46153846152,90138.46153846152,80326.92307692308,81163.84615384616,92304.6153846154,91390.76923076923,84344.61538461539,106673.84615384616,115738.46153846152,78096.92307692308,91290.76923076923,92452.30769230767,75965.26627218934,58864.61538461538,81413.72781065089,750150.0000000001,2266.923076923077,1386.923076923077,16138.46153846154,3885.384615384616,81340.0,22713.07692307692,5862.307692307692,1940.1538461538464,3588.4615384615386,53677.69230769231,20263.07692307692,1095.3846153846157,4014.6153846153848,19820.000000000004,8391.538461538461,4843.076923076923,4205.384615384615,7188.461538461538,5600.769230769231,1835.384615384616,21425.384615384617,15520.0,18050.0,13197.692307692309,3018.4615384615386,14970.76923076923,2789.846153846154,2303.846153846154,5865.384615384616,2710.7692307692305,20287.69230769231,3022.3076923076924,47500.0,25430.76923076923,2031.692307692308,24112.30769230769,7798.461538461539,13703.076923076922,25402.30769230769,2698.4615384615386,11932.307692307691,956.1538461538462,14552.307692307691,97089.23076923077,11502.307692307691,906.9230769230768,30460.0,25283.07692307692,1775.3846153846152,15013.076923076924,838.4615384615385,375.0769230769231,1650.0,109.6923076923077
"Monitor, record, and report symptoms or changes in patients' conditions.",monitor record and report symptoms or changes in patients conditions,"Monitor patient conditions during treatments, procedures, or activities.",Monitor health conditions of humans or animals.,"Monitoring Processes, Materials, or Surroundings",Registered Nurses,registered nurses,29-1141.00,Registered Nurses,29-1141,29-1141.00,Registered Nurses,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.551790486370924,True,3.460024615384616,4.61,93.33,0.274786104199304,0.1,E2,E2,97550.0,77080.0,109480.0,99500.0,78940.0,140270.0,100260.0,102740.0,99520.0,102540.0,84190.0,93550.0,136320.0,92460.0,95990.0,83500.0,78630.0,79320.0,81040.0,80230.0,86990.0,99790.0,104550.0,94300.0,101510.0,77090.0,81780.0,85280.0,84730.0,103670.0,99700.0,106500.0,94340.0,109440.0,84350.0,80730.0,82510.0,82920.0,129010.0,96430.0,100640.0,82360.0,78060.0,81500.0,95970.0,84600.0,97460.0,93600.0,124200.0,80130.0,95530.0,83760.0,97550.0,39880.0,84120.0,313625.0,25213.0,3485.0,33940.0,13641.0,157262.0,25282.0,18610.0,6630.0,5308.0,106688.0,46839.0,6004.0,7832.0,64452.0,32005.0,15970.0,15683.0,23338.0,22721.0,7674.0,24549.0,40923.0,48695.0,32530.0,13483.0,35406.0,5081.0,11470.0,12560.0,7141.0,43002.0,8342.0,95492.0,51558.0,5262.0,66688.0,17757.0,18434.0,67983.0,4682.0,23083.0,6825.0,33499.0,125915.0,12722.0,3438.0,35954.0,32135.0,10871.0,31579.0,2473.0,320.0,9869.0,218.0
"Monitor, record, and report symptoms or changes in patients' conditions.",monitor record and report symptoms or changes in patients conditions,Record patient medical histories.,Maintain health or medical records.,Documenting/Recording Information,Registered Nurses,registered nurses,29-1141.00,Registered Nurses,29-1141,29-1141.00,Registered Nurses,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.551790486370924,True,3.460024615384616,4.61,93.33,0.274786104199304,0.1,E2,E2,97550.0,77080.0,109480.0,99500.0,78940.0,140270.0,100260.0,102740.0,99520.0,102540.0,84190.0,93550.0,136320.0,92460.0,95990.0,83500.0,78630.0,79320.0,81040.0,80230.0,86990.0,99790.0,104550.0,94300.0,101510.0,77090.0,81780.0,85280.0,84730.0,103670.0,99700.0,106500.0,94340.0,109440.0,84350.0,80730.0,82510.0,82920.0,129010.0,96430.0,100640.0,82360.0,78060.0,81500.0,95970.0,84600.0,97460.0,93600.0,124200.0,80130.0,95530.0,83760.0,97550.0,39880.0,84120.0,313625.0,25213.0,3485.0,33940.0,13641.0,157262.0,25282.0,18610.0,6630.0,5308.0,106688.0,46839.0,6004.0,7832.0,64452.0,32005.0,15970.0,15683.0,23338.0,22721.0,7674.0,24549.0,40923.0,48695.0,32530.0,13483.0,35406.0,5081.0,11470.0,12560.0,7141.0,43002.0,8342.0,95492.0,51558.0,5262.0,66688.0,17757.0,18434.0,67983.0,4682.0,23083.0,6825.0,33499.0,125915.0,12722.0,3438.0,35954.0,32135.0,10871.0,31579.0,2473.0,320.0,9869.0,218.0
"Monitor, record, and report symptoms or changes in patients' conditions.",monitor record and report symptoms or changes in patients conditions,Inform medical professionals regarding patient conditions and care.,Confer with healthcare or other professionals about patient care.,"Communicating with Supervisors, Peers, or Subordinates",Registered Nurses,registered nurses,29-1141.00,Registered Nurses,29-1141,29-1141.00,Registered Nurses,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.551790486370924,True,3.460024615384616,4.61,93.33,0.274786104199304,0.1,E2,E2,97550.0,77080.0,109480.0,99500.0,78940.0,140270.0,100260.0,102740.0,99520.0,102540.0,84190.0,93550.0,136320.0,92460.0,95990.0,83500.0,78630.0,79320.0,81040.0,80230.0,86990.0,99790.0,104550.0,94300.0,101510.0,77090.0,81780.0,85280.0,84730.0,103670.0,99700.0,106500.0,94340.0,109440.0,84350.0,80730.0,82510.0,82920.0,129010.0,96430.0,100640.0,82360.0,78060.0,81500.0,95970.0,84600.0,97460.0,93600.0,124200.0,80130.0,95530.0,83760.0,97550.0,39880.0,84120.0,313625.0,25213.0,3485.0,33940.0,13641.0,157262.0,25282.0,18610.0,6630.0,5308.0,106688.0,46839.0,6004.0,7832.0,64452.0,32005.0,15970.0,15683.0,23338.0,22721.0,7674.0,24549.0,40923.0,48695.0,32530.0,13483.0,35406.0,5081.0,11470.0,12560.0,7141.0,43002.0,8342.0,95492.0,51558.0,5262.0,66688.0,17757.0,18434.0,67983.0,4682.0,23083.0,6825.0,33499.0,125915.0,12722.0,3438.0,35954.0,32135.0,10871.0,31579.0,2473.0,320.0,9869.0,218.0
Monitor sales activities to ensure that customers receive satisfactory service and quality goods.,monitor sales activities to ensure that customers receive satisfactory service and quality goods,Monitor sales activities.,Monitor financial data or activities.,"Monitoring Processes, Materials, or Surroundings",First-Line Supervisors of Retail Sales Workers,firstline supervisors of retail sales workers,41-1011.00,First-Line Supervisors of Retail Sales Workers,41-1011,41-1011.00,First-Line Supervisors of Sales Workers,Supervisors of Sales Workers,Sales and Related Occupations,2026-05-31,0.0030529241359659,4.961202715809893,False,3.367016923076923,4.37,99.4,0.2894702315873174,0.1,E2,E2,48520.0,44860.0,57080.0,48010.0,36950.0,54870.0,58200.0,56510.0,55710.0,58470.0,48410.0,46150.0,55850.0,46140.0,47990.0,47790.0,46610.0,46950.0,40080.0,43860.0,53580.0,47000.0,57490.0,46430.0,48770.0,45760.0,46860.0,49300.0,45280.0,46900.0,51650.0,57320.0,46550.0,58300.0,47760.0,49350.0,45680.0,45430.0,50660.0,46690.0,58570.0,47770.0,56680.0,47880.0,46280.0,47470.0,55760.0,47990.0,60750.0,39740.0,49550.0,45980.0,29720.0,30090.0,44880.0,1121800.0,25020.0,3030.0,20260.0,11050.0,109180.0,26390.0,13910.0,4200.0,1470.0,80470.0,36900.0,6580.0,7330.0,36940.0,22090.0,9970.0,9250.0,18290.0,16910.0,5760.0,23080.0,20240.0,30750.0,21530.0,13020.0,19160.0,5830.0,7010.0,10500.0,6610.0,31160.0,7660.0,50830.0,39890.0,2640.0,39110.0,15340.0,13940.0,40970.0,3880.000000000001,19390.0,3660.0,26470.0,103410.0,10270.0,2310.0,32250.0,27640.0,7420.0,17750.0,3060.0,690.0,12700.0,440.0
Monitor sales staff performance to ensure that goals are met.,monitor sales staff performance to ensure that goals are met,Monitor sales activities.,Monitor financial data or activities.,"Monitoring Processes, Materials, or Surroundings",First-Line Supervisors of Non-Retail Sales Workers,firstline supervisors of nonretail sales workers,41-1012.00,First-Line Supervisors of Non-Retail Sales Workers,41-1012,41-1012.00,First-Line Supervisors of Sales Workers,Supervisors of Sales Workers,Sales and Related Occupations,2026-05-31,0.0030529241359659,4.919962881336272,False,1.548286153846154,4.29,74.92,0.3187603017301287,0.3,E2,E2,87520.0,77070.0,83900.0,82350.0,64980.0,81140.0,110450.0,78950.0,86260.0,88420.0,81650.0,82400.0,63490.0,78200.0,88820.0,84650.0,89640.0,74220.0,73320.0,73700.0,82910.0,82620.0,115150.0,80170.0,88510.0,68180.0,79440.0,77030.0,82980.0,76750.0,97470.0,99030.0,75540.0,121780.0,91200.0,79060.0,81720.0,74840.0,80460.0,82870.0,85420.0,77130.0,105680.0,85980.0,74590.0,81600.0,81850.0,98170.0,95150.0,62970.0,91980.0,80230.0,45900.0,46260.0,77520.0,214390.0,2410.0,540.0,2550.0,1800.0,19600.0,8230.0,1430.0,960.0,580.0,15120.0,10460.0,890.0,970.0,5280.0,3820.0,2530.0,840.0,2090.0,1840.0,820.0,3050.0,5490.0,3490.0,2130.0,1860.0,2910.0,660.0,1870.0,1510.0,1460.0,10370.0,880.0,16870.0,11080.0,310.0,5980.0,2620.0,2080.0,5930.0,350.0,3230.0,680.0,4510.0,20690.0,1850.0,200.0,9020.0,4830.0,510.0,4930.0,260.0,50.0,1270.0,40.0
Monitor sales staff performance to ensure that goals are met.,monitor sales staff performance to ensure that goals are met,Supervise sales or support personnel.,Supervise personnel activities.,"Guiding, Directing, and Motivating Subordinates",First-Line Supervisors of Non-Retail Sales Workers,firstline supervisors of nonretail sales workers,41-1012.00,First-Line Supervisors of Non-Retail Sales Workers,41-1012,41-1012.00,First-Line Supervisors of Sales Workers,Supervisors of Sales Workers,Sales and Related Occupations,2026-05-31,0.0030529241359659,4.919962881336272,False,1.548286153846154,4.29,74.92,0.3187603017301287,0.3,E2,E2,87520.0,77070.0,83900.0,82350.0,64980.0,81140.0,110450.0,78950.0,86260.0,88420.0,81650.0,82400.0,63490.0,78200.0,88820.0,84650.0,89640.0,74220.0,73320.0,73700.0,82910.0,82620.0,115150.0,80170.0,88510.0,68180.0,79440.0,77030.0,82980.0,76750.0,97470.0,99030.0,75540.0,121780.0,91200.0,79060.0,81720.0,74840.0,80460.0,82870.0,85420.0,77130.0,105680.0,85980.0,74590.0,81600.0,81850.0,98170.0,95150.0,62970.0,91980.0,80230.0,45900.0,46260.0,77520.0,214390.0,2410.0,540.0,2550.0,1800.0,19600.0,8230.0,1430.0,960.0,580.0,15120.0,10460.0,890.0,970.0,5280.0,3820.0,2530.0,840.0,2090.0,1840.0,820.0,3050.0,5490.0,3490.0,2130.0,1860.0,2910.0,660.0,1870.0,1510.0,1460.0,10370.0,880.0,16870.0,11080.0,310.0,5980.0,2620.0,2080.0,5930.0,350.0,3230.0,680.0,4510.0,20690.0,1850.0,200.0,9020.0,4830.0,510.0,4930.0,260.0,50.0,1270.0,40.0
"Monitor security policies, programs or procedures to ensure compliance with internal security policies, or applicable government security requirements, policies, and directives.",monitor security policies programs or procedures to ensure compliance with internal security policies or applicable government security requirements policies and directives,Monitor organizational compliance with regulations.,Monitor operations to ensure compliance with regulations or standards.,"Monitoring Processes, Materials, or Surroundings",Security Managers,security managers,11-9199.07,Security Managers,11-3013,11-3013.01,Administrative Services and Facilities Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.865979381443299,False,0.5286953846153846,3.95,100.0,0.1690976917885264,0.4,E2,E2,106660.0,121010.0,113510.0,99880.0,89810.0,118620.0,122510.0,110990.0,129260.0,115770.0,98780.0,114360.0,108750.0,99870.0,106980.0,104560.0,99010.0,117270.0,100720.0,97120.0,98310.0,97700.0,124100.0,98150.0,109720.0,93640.0,100380.0,96100.0,102150.0,101850.0,106690.0,124110.0,108110.0,131350.0,108130.0,92040.0,97740.0,90390.0,110710.0,95290.0,106510.0,103940.0,101280.0,106730.0,99430.0,99320.0,88710.0,116540.0,139990.0,95050.0,103620.0,106330.0,79560.0,72500.0,66420.0,78090.0,940.0,870.0,3430.0,880.0,20550.0,2150.0,2650.0,240.0,930.0,8620.0,2670.0,760.0,610.0,9180.0,4110.0,2340.0,1080.0,1070.0,1160.0,670.0,5210.0,6070.0,4920.0,3000.0,930.0,1920.0,340.0,1430.0,1250.0,550.0,5690.0,390.0,9580.0,4810.0,270.0,6030.0,1040.0,1830.0,6870.0,470.0,1750.0,370.0,2580.0,13140.0,1770.0,500.0,2950.0,2790.0,610.0,2010.0,190.0,60.0,710.0,93.0
"Monitor security policies, programs or procedures to ensure compliance with internal security policies, or applicable government security requirements, policies, and directives.",monitor security policies programs or procedures to ensure compliance with internal security policies or applicable government security requirements policies and directives,Manage organizational security activities.,Direct security or safety activities or operations.,"Guiding, Directing, and Motivating Subordinates",Security Managers,security managers,11-9199.07,Security Managers,11-3013,11-3013.01,Administrative Services and Facilities Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.865979381443299,False,0.5286953846153846,3.95,100.0,0.1690976917885264,0.4,E2,E2,106660.0,121010.0,113510.0,99880.0,89810.0,118620.0,122510.0,110990.0,129260.0,115770.0,98780.0,114360.0,108750.0,99870.0,106980.0,104560.0,99010.0,117270.0,100720.0,97120.0,98310.0,97700.0,124100.0,98150.0,109720.0,93640.0,100380.0,96100.0,102150.0,101850.0,106690.0,124110.0,108110.0,131350.0,108130.0,92040.0,97740.0,90390.0,110710.0,95290.0,106510.0,103940.0,101280.0,106730.0,99430.0,99320.0,88710.0,116540.0,139990.0,95050.0,103620.0,106330.0,79560.0,72500.0,66420.0,78090.0,940.0,870.0,3430.0,880.0,20550.0,2150.0,2650.0,240.0,930.0,8620.0,2670.0,760.0,610.0,9180.0,4110.0,2340.0,1080.0,1070.0,1160.0,670.0,5210.0,6070.0,4920.0,3000.0,930.0,1920.0,340.0,1430.0,1250.0,550.0,5690.0,390.0,9580.0,4810.0,270.0,6030.0,1040.0,1830.0,6870.0,470.0,1750.0,370.0,2580.0,13140.0,1770.0,500.0,2950.0,2790.0,610.0,2010.0,190.0,60.0,710.0,93.0
Monitor security system performance logs to identify problems and notify security specialists when problems occur.,monitor security system performance logs to identify problems and notify security specialists when problems occur,Monitor the security of digital information.,Monitor operation of computer or information technologies.,"Monitoring Processes, Materials, or Surroundings",Web Developers,web developers,15-1134.00,Web Developers,15-1254,15-1254.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.956223175965666,False,0.2394230769230769,3.73,66.67,0.0126822093859989,0.1,E2,E2,98992.64705882352,72653.81487889274,83517.34429065743,88434.70588235294,77620.8910034602,128812.9411764706,91499.11764705884,90808.5294117647,86000.58823529411,110755.88235294116,87110.57958477509,97867.35294117648,98992.64705882352,70885.29411764706,85317.35294117648,71124.11764705883,66920.29411764706,71930.29411764706,79483.82352941176,76087.05882352941,98992.64705882352,103787.9411764706,106891.4705882353,88712.94117647059,90754.41176470587,70804.10899653978,85431.76470588235,70425.58823529411,72062.64705882352,81487.64705882352,96639.70588235294,95252.64705882352,59838.23529411765,111103.23529411764,97381.17647058824,67758.5294117647,90256.75605536332,77384.11764705883,85561.17647058824,96315.88235294116,102526.76470588236,79721.17647058824,77863.53806228373,68473.23529411765,95216.17647058824,100069.41176470587,92620.8910034602,99745.88235294116,130462.35294117648,74685.88235294117,93262.0588235294,67633.23529411765,61108.52076124567,47517.64705882353,98992.64705882352,62631.91176470588,482.9411764705882,74.11764705882354,898.2352941176471,468.1764705882353,18367.941176470587,2557.3529411764707,923.2352941176472,158.23529411764707,457.9411764705882,4334.558823529412,2226.470588235294,164.70588235294116,287.05882352941177,3047.058823529412,1027.6470588235293,559.7058823529412,332.3529411764706,448.8235294117647,311.1764705882353,287.3529411764705,1596.764705882353,2387.058823529412,1675.0,1378.8235294117646,212.35294117647047,1187.9411764705883,298.52941176470586,503.8235294117647,809.4117647058823,447.6470588235294,2205.2941176470586,169.11764705882354,11014.411764705885,2795.5882352941176,98.23529411764706,2153.823529411765,370.88235294117646,1190.294117647059,2312.6470588235293,222.7941176470588,760.2941176470589,274.3235294117647,2732.058823529412,5468.823529411765,1157.0588235294117,99.05882352941175,3137.058823529412,8425.588235294117,288.2352941176471,1012.3529411764706,83.52941176470588,28.676470588235293,221.1764705882353,13.0
Monitor security system performance logs to identify problems and notify security specialists when problems occur.,monitor security system performance logs to identify problems and notify security specialists when problems occur,Collaborate with others to resolve information technology issues.,Coordinate with others to resolve problems.,"Communicating with Supervisors, Peers, or Subordinates",Web Developers,web developers,15-1134.00,Web Developers,15-1254,15-1254.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.956223175965666,False,0.2394230769230769,3.73,66.67,0.0126822093859989,0.1,E2,E2,98992.64705882352,72653.81487889274,83517.34429065743,88434.70588235294,77620.8910034602,128812.9411764706,91499.11764705884,90808.5294117647,86000.58823529411,110755.88235294116,87110.57958477509,97867.35294117648,98992.64705882352,70885.29411764706,85317.35294117648,71124.11764705883,66920.29411764706,71930.29411764706,79483.82352941176,76087.05882352941,98992.64705882352,103787.9411764706,106891.4705882353,88712.94117647059,90754.41176470587,70804.10899653978,85431.76470588235,70425.58823529411,72062.64705882352,81487.64705882352,96639.70588235294,95252.64705882352,59838.23529411765,111103.23529411764,97381.17647058824,67758.5294117647,90256.75605536332,77384.11764705883,85561.17647058824,96315.88235294116,102526.76470588236,79721.17647058824,77863.53806228373,68473.23529411765,95216.17647058824,100069.41176470587,92620.8910034602,99745.88235294116,130462.35294117648,74685.88235294117,93262.0588235294,67633.23529411765,61108.52076124567,47517.64705882353,98992.64705882352,62631.91176470588,482.9411764705882,74.11764705882354,898.2352941176471,468.1764705882353,18367.941176470587,2557.3529411764707,923.2352941176472,158.23529411764707,457.9411764705882,4334.558823529412,2226.470588235294,164.70588235294116,287.05882352941177,3047.058823529412,1027.6470588235293,559.7058823529412,332.3529411764706,448.8235294117647,311.1764705882353,287.3529411764705,1596.764705882353,2387.058823529412,1675.0,1378.8235294117646,212.35294117647047,1187.9411764705883,298.52941176470586,503.8235294117647,809.4117647058823,447.6470588235294,2205.2941176470586,169.11764705882354,11014.411764705885,2795.5882352941176,98.23529411764706,2153.823529411765,370.88235294117646,1190.294117647059,2312.6470588235293,222.7941176470588,760.2941176470589,274.3235294117647,2732.058823529412,5468.823529411765,1157.0588235294117,99.05882352941175,3137.058823529412,8425.588235294117,288.2352941176471,1012.3529411764706,83.52941176470588,28.676470588235293,221.1764705882353,13.0
Monitor status of loans and accounts to ensure that payments are up to date.,monitor status of loans and accounts to ensure that payments are up to date,Monitor financial information.,Monitor financial data or activities.,"Monitoring Processes, Materials, or Surroundings","Bookkeeping, Accounting, and Auditing Clerks",bookkeeping accounting and auditing clerks,43-3031.00,"Bookkeeping, Accounting, and Auditing Clerks",43-3031,43-3031.00,"Bookkeeping, Accounting, and Auditing Clerks",Financial Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.846190532967688,False,1.6667730769230769,4.4,45.39,0.0962468185280563,0.1,E0,E2,50670.0,44640.0,56430.0,50590.0,42840.0,59230.0,54000.0,59970.0,51780.0,65180.0,49330.0,49350.0,48730.0,48310.0,49560.0,47820.0,48180.0,47290.0,46550.0,44890.0,50510.0,53540.0,59830.0,48980.0,54600.0,42840.0,47990.0,47270.0,47110.0,50380.0,52450.0,58300.0,48080.0,58160.0,47930.0,49710.0,48810.0,46180.0,54060.0,48440.0,53280.0,47940.0,46340.0,48180.0,48910.0,49440.0,54720.0,51620.0,58620.0,42890.0,50340.0,47910.0,33280.0,28700.0,46490.0,1373680.0,19890.0,4580.0,22690.0,12510.0,151870.0,26140.0,14929.999999999998,4600.0,1790.0,88670.0,38700.0,5220.0,9540.0,51470.0,29910.0,14020.0,15380.000000000002,23480.0,18980.0,7390.0,18170.0,29110.0,37550.0,26850.0,12160.0,21400.0,6980.0,10050.0,15180.0,7180.0,37550.0,7779.999999999999,84280.0,48760.0,4290.0,45140.0,16490.0,21710.0,48920.0,4570.0,19980.0,10200.0,37680.0,122400.0,12650.0,2950.0,31990.0,32930.0,7620.000000000001,25960.0,3480.0,880.0,6650.0,280.0
Monitor system operation to detect potential problems.,monitor system operation to detect potential problems,Monitor computer system performance to ensure proper operation.,Monitor operation of computer or information technologies.,"Monitoring Processes, Materials, or Surroundings",Computer Systems Engineers/Architects,computer systems engineersarchitects,15-1199.02,Computer Systems Engineers/Architects,15-1299,15-1299.08,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.7575774707767317,4.959459459459459,False,1.9240584615384613,4.09,100.0,0.1666242193841705,0.1,E2,E2,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,193835.0,7026.0,1897.0,5510.0,2992.0,214105.0,31521.0,8281.0,860.0,45947.0,13710.0,55109.0,5556.0,2778.0,29812.0,8922.0,10285.0,3580.0,1850.0,13410.0,900.0,50915.0,16482.0,19875.0,11166.0,3873.0,14340.0,1443.0,6091.0,6972.0,2591.0,32082.0,4408.0,11460.0,40310.0,1950.0,6150.0,8869.0,6545.0,14580.0,2217.0,11487.0,240.0,29197.0,152318.0,17844.0,3526.0,45412.0,38360.0,9029.0,12502.0,454.0,748.0,2351.0,107.0
"Monitor systems for intrusions or denial of service attacks, and report security breaches to appropriate personnel.",monitor systems for intrusions or denial of service attacks and report security breaches to appropriate personnel,Monitor the security of digital information.,Monitor operation of computer or information technologies.,"Monitoring Processes, Materials, or Surroundings",Web Administrators,web administrators,15-1199.03,Web Administrators,15-1299,15-1299.01,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.916103726302026,False,2.469595384615385,4.79,95.0,0.2027601451116191,0.1,E2,E2,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,187608.0,6800.0,1836.0,5510.000000000001,2896.0,207228.0,30509.0,8015.0,859.9999999999999,44471.0,13710.0,53339.0,5378.0,2689.0,28854.0,8636.0,9954.0,3465.0,1850.0,12979.0,899.9999999999999,49280.0,15953.0,19236.0,10807.0,3749.0,14340.0,1396.0,5895.0,6748.0,2508.0,31052.0,4266.0,11459.999999999998,39015.0,1887.0,6149.999999999999,8584.0,6334.0,14580.000000000002,2146.0,11118.0,240.0,28260.0,147425.0,17271.0,3413.0,43954.0,37128.0,8739.0,12100.0,440.0,724.0,2275.0,103.0
"Monitor systems for intrusions or denial of service attacks, and report security breaches to appropriate personnel.",monitor systems for intrusions or denial of service attacks and report security breaches to appropriate personnel,Collaborate with others to resolve information technology issues.,Coordinate with others to resolve problems.,"Communicating with Supervisors, Peers, or Subordinates",Web Administrators,web administrators,15-1199.03,Web Administrators,15-1299,15-1299.01,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.916103726302026,False,2.469595384615385,4.79,95.0,0.2027601451116191,0.1,E2,E2,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,187608.0,6800.0,1836.0,5510.000000000001,2896.0,207228.0,30509.0,8015.0,859.9999999999999,44471.0,13710.0,53339.0,5378.0,2689.0,28854.0,8636.0,9954.0,3465.0,1850.0,12979.0,899.9999999999999,49280.0,15953.0,19236.0,10807.0,3749.0,14340.0,1396.0,5895.0,6748.0,2508.0,31052.0,4266.0,11459.999999999998,39015.0,1887.0,6149.999999999999,8584.0,6334.0,14580.000000000002,2146.0,11118.0,240.0,28260.0,147425.0,17271.0,3413.0,43954.0,37128.0,8739.0,12100.0,440.0,724.0,2275.0,103.0
"Monitor testing procedures to ensure that all tests are performed according to established item specifications, standard test methods, or protocols.",monitor testing procedures to ensure that all tests are performed according to established item specifications standard test methods or protocols,Monitor operational procedures in technical environments to ensure conformance to standards.,Monitor operations to ensure adequate performance.,"Monitoring Processes, Materials, or Surroundings",Quality Control Analysts,quality control analysts,19-4099.01,Quality Control Analysts,19-4099,19-4099.01,"Miscellaneous Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.828587075575028,False,2.189147307692308,4.01,92.96,0.1759299060580537,0.1,E2,E2,62280.0,59500.0,70700.0,58240.0,59310.0,78350.0,63760.0,66710.0,62280.0,79230.0,63180.0,69320.0,50880.0,50600.0,59410.0,48650.0,50480.0,65270.0,68230.0,53360.0,66730.0,68390.0,63820.0,59100.0,49410.0,59490.0,50410.0,52260.0,48640.0,54070.0,64250.0,55980.0,56420.0,63810.0,49200.0,69350.0,49210.0,86260.0,60810.0,57680.0,69630.0,58960.0,51630.0,62050.0,48960.0,59290.0,63460.0,67240.0,73530.0,59750.0,47210.0,64510.0,62280.0,35060.0,62280.0,21591.0,204.0,99.0,245.0,204.0,5895.0,1087.0,187.0,53.0,88.0,1069.0,1303.0,613.0,321.0,438.0,438.0,245.0,514.0,187.0,941.0,228.0,2051.0,666.0,608.0,789.0,193.0,1227.0,76.0,175.0,204.0,210.0,1250.0,105.0,4318.0,1350.0,105.0,596.0,269.0,987.0,1537.0,123.0,754.0,35.0,1256.0,5358.0,240.0,93.0,1583.0,573.0,134.0,625.0,129.0,9.0,415.0,5.0
"Monitor the facility to ensure that it remains safe, secure, and well-maintained.",monitor the facility to ensure that it remains safe secure and wellmaintained,Monitor facilities or operational systems.,Monitor operations to ensure adequate performance.,"Monitoring Processes, Materials, or Surroundings",Administrative Services Managers,administrative services managers,11-3011.00,Facilities Managers,11-3013,11-3013.00,Administrative Services and Facilities Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0113071264295034,4.897934519885739,False,2.069476923076923,4.55,100.0,0.3440409583802025,0.2,E2,E0,111640.0,116703.33333333331,108770.0,100733.33333333331,86256.66666666667,112133.33333333331,145503.33333333334,117130.0,136360.0,124330.0,96160.0,110286.66666666669,110143.33333333331,95210.0,106900.0,110180.0,110950.0,118136.66666666669,108000.0,98513.33333333331,103023.33333333331,109600.0,119173.33333333331,104856.66666666669,128100.0,95233.33333333331,98073.33333333331,118480.0,104530.0,97803.33333333331,119156.66666666669,137676.66666666666,105896.66666666669,138636.66666666666,106463.33333333331,93560.0,100246.66666666669,99910.0,112403.33333333331,102190.0,121490.0,117526.66666666669,104700.0,120516.66666666669,109270.0,115573.33333333331,94263.33333333331,126080.0,133750.0,88230.0,106840.0,115783.33333333331,69400.0,66786.66666666667,72133.33333333333,202003.3333333333,886.6666666666666,970.0,5643.333333333333,1033.3333333333333,34343.333333333336,2276.6666666666665,3003.333333333333,560.0,996.6666666666666,13106.666666666668,10036.666666666666,1293.3333333333337,790.0,11086.666666666668,5116.666666666667,1700.0,1126.6666666666663,2077.333333333333,2560.0,774.6666666666666,4616.666666666667,8110.0,6033.333333333333,6040.0,1443.3333333333333,3453.333333333333,380.0,2210.0,2423.333333333333,690.0,9170.0,879.3333333333333,13200.0,6510.0,290.0,7330.0,1826.6666666666663,2356.6666666666665,5543.333333333333,676.6666666666667,2566.6666666666665,423.33333333333337,6306.666666666667,19700.0,1703.3333333333333,453.33333333333337,2883.333333333333,3256.6666666666665,1463.3333333333333,4150.0,143.33333333333334,846.6666666666666,2730.0,7.0
Monitor visitors' activities to ensure compliance with establishment or tour regulations and safety practices.,monitor visitors activities to ensure compliance with establishment or tour regulations and safety practices,Monitor patron activities to identify problems or potential problems.,Monitor individual behavior or performance.,"Monitoring Processes, Materials, or Surroundings",Tour Guides and Escorts,tour guides and escorts,39-7011.00,Tour Guides and Escorts,39-7011,39-7011.00,Tour and Travel Guides,Tour and Travel Guides,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.600062998740025,False,3.8395861538461538,4.47,74.8,0.2626131915851542,0.1,E0,E0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,26750.0,361.0,56.0,554.0,223.0,3113.0,491.0,290.0,83.0,120.0,1697.0,836.0,107.0,147.0,1042.0,547.0,266.0,246.0,342.0,331.0,109.0,472.0,622.0,753.0,504.0,199.0,502.0,87.0,175.0,265.0,117.0,732.0,149.0,1656.0,845.0,73.0,948.0,292.0,336.0,1036.0,86.0,394.0,78.0,560.0,2405.0,297.0,52.0,702.0,607.0,120.0,503.0,48.0,11.0,160.0,5.0
Monitor work productivity or quality to ensure compliance with standard operating procedures.,monitor work productivity or quality to ensure compliance with standard operating procedures,Monitor operational activities to ensure compliance with regulations or standard operating procedures.,Monitor operations to ensure compliance with regulations or standards.,"Monitoring Processes, Materials, or Surroundings",Clinical Data Managers,clinical data managers,15-2041.02,Clinical Data Managers,15-2051,15-2051.02,Data Scientists,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0226142528590069,4.882931937172775,False,0.946153846153846,4.05,100.0,0.4746192717656285,0.5598670056728842,E0,E2,120230.0,103120.0,84110.0,107240.0,109390.0,141590.0,117400.0,126340.0,120230.0,126490.0,115820.0,104340.0,102130.0,89380.0,106560.0,91470.0,95830.0,98130.0,91760.0,78760.0,90880.0,136370.0,131750.0,100590.0,128800.0,69490.0,97090.0,100490.0,98230.0,98540.0,100620.0,135280.0,95850.0,130460.0,119090.0,81900.0,102630.0,86310.0,125990.0,106850.0,102440.0,91990.0,96150.0,100330.0,122090.0,108090.0,127070.0,126430.0,163350.0,85090.0,106680.0,120230.0,120230.0,80350.0,120230.0,117012.0,2327.0,308.0,6099.0,709.0,52581.0,8400.0,2354.0,1030.0,3585.0,13697.0,12386.0,401.0,1806.0,14071.0,4789.0,3076.0,655.0,2060.0,1739.0,1618.0,4468.0,12600.0,9845.0,5377.0,589.0,6327.0,294.0,2648.0,2247.0,1471.0,8601.0,749.0,32062.0,15289.0,281.0,8159.0,2541.0,2862.0,18472.0,1552.0,3750.000000000001,294.0,3732.0,34590.0,5832.0,200.00000000000003,11931.0,12841.0,522.0,5845.0,210.0,49.0,100.0,24.0
Negotiate claim settlements or recommend litigation when settlement cannot be negotiated.,negotiate claim settlements or recommend litigation when settlement cannot be negotiated,Negotiate agreements to resolve disputes.,Negotiate contracts or agreements.,Resolving Conflicts and Negotiating with Others,"Claims Adjusters, Examiners, and Investigators",claims adjusters examiners and investigators,13-1031.00,"Claims Adjusters, Examiners, and Investigators",13-1031,13-1031.00,"Claims Adjusters, Appraisers, Examiners, and Investigators",Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.545538841953431,False,1.9080158404558405,4.271481481481481,80.82925925925926,0.2413793103448275,0.3099993628090415,E2,E2,78000.0,79710.0,87670.0,65110.0,73920.0,91790.0,77620.0,88330.0,72370.0,101150.0,76920.0,73320.0,79080.0,77340.0,77010.0,73560.0,72640.0,77290.0,73840.0,65220.0,78590.0,95560.0,83740.0,78850.0,78350.0,77100.0,75840.0,63860.0,75830.0,62730.0,83890.0,95690.0,67930.0,87130.0,75310.0,65460.0,67990.0,71260.0,81640.0,77290.0,86520.0,75370.0,78900.0,78010.0,78800.0,69000.0,83970.0,74240.0,80700.0,67290.0,78160.0,76400.0,50560.0,45970.0,60050.0,324230.0,4040.0,220.0,13830.0,2660.0,24290.0,5680.0,3190.0,1004.0,360.0,28100.0,10127.0,900.0,1320.0,14210.0,4340.0,3930.0,4570.0,3670.0,3340.0,1650.0,5723.0,5070.0,6640.0,5530.0,2409.0,6200.0,1230.0,3160.0,3214.0,880.0,9650.0,1280.0,17330.0,9880.0,750.0,13650.0,4140.0,2950.0,13270.0,1150.0,4130.0,1030.0,6390.0,29220.0,2440.0,280.0,7860.0,6180.0,1340.0,8760.0,180.0,80.0,2730.0,30.0
Negotiate claim settlements or recommend litigation when settlement cannot be negotiated.,negotiate claim settlements or recommend litigation when settlement cannot be negotiated,Advise others on legal or regulatory compliance matters.,Advise others on legal or regulatory matters.,Providing Consultation and Advice to Others,"Claims Adjusters, Examiners, and Investigators",claims adjusters examiners and investigators,13-1031.00,"Claims Adjusters, Examiners, and Investigators",13-1031,13-1031.00,"Claims Adjusters, Appraisers, Examiners, and Investigators",Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.545538841953431,False,1.9080158404558405,4.271481481481481,80.82925925925926,0.2413793103448275,0.3099993628090415,E2,E2,78000.0,79710.0,87670.0,65110.0,73920.0,91790.0,77620.0,88330.0,72370.0,101150.0,76920.0,73320.0,79080.0,77340.0,77010.0,73560.0,72640.0,77290.0,73840.0,65220.0,78590.0,95560.0,83740.0,78850.0,78350.0,77100.0,75840.0,63860.0,75830.0,62730.0,83890.0,95690.0,67930.0,87130.0,75310.0,65460.0,67990.0,71260.0,81640.0,77290.0,86520.0,75370.0,78900.0,78010.0,78800.0,69000.0,83970.0,74240.0,80700.0,67290.0,78160.0,76400.0,50560.0,45970.0,60050.0,324230.0,4040.0,220.0,13830.0,2660.0,24290.0,5680.0,3190.0,1004.0,360.0,28100.0,10127.0,900.0,1320.0,14210.0,4340.0,3930.0,4570.0,3670.0,3340.0,1650.0,5723.0,5070.0,6640.0,5530.0,2409.0,6200.0,1230.0,3160.0,3214.0,880.0,9650.0,1280.0,17330.0,9880.0,750.0,13650.0,4140.0,2950.0,13270.0,1150.0,4130.0,1030.0,6390.0,29220.0,2440.0,280.0,7860.0,6180.0,1340.0,8760.0,180.0,80.0,2730.0,30.0
Negotiate contractual agreements.,negotiate contractual agreements,Negotiate purchases or contracts.,Negotiate contracts or agreements.,Resolving Conflicts and Negotiating with Others,Lawyers,lawyers,23-1011.00,Lawyers,23-1011,23-1011.00,Lawyers and Judicial Law Clerks,"Lawyers, Judges, and Related Workers",Legal Occupations,2026-05-31,0.0030529241359659,4.55797400453889,False,1.0800138461538462,3.94,84.12,0.2254457813501652,0.3,,,159670.0,131970.0,149940.0,134260.0,98880.0,195080.0,168520.0,163600.0,173510.0,195190.0,133180.0,134830.0,124990.0,103400.0,160800.0,126860.0,123550.0,106650.0,101550.0,104100.0,113120.0,139110.0,176680.0,130520.0,155140.0,91690.0,133450.0,103720.0,109170.0,150510.0,120810.0,161430.0,119680.0,207860.0,127710.0,106880.0,131020.0,103060.0,138210.0,157180.0,138960.0,120310.0,102040.0,136180.0,154200.0,132830.0,127310.0,167210.0,154130.0,102420.0,126760.0,100130.0,122930.0,159670.0,118440.0,754500.0,6730.0,1120.0,11640.0,3430.0,95770.0,16720.0,8420.0,2920.0,33070.0,55210.0,23930.0,2270.0,2490.0,33590.0,8970.0,3550.0,4190.0,5770.0,10200.0,2280.0,13810.0,23560.0,16620.0,12380.0,3100.0,11560.0,2380.0,3490.0,6490.0,2250.0,23160.0,3380.0,91870.0,17000.0,1050.0,19950.0,6980.0,7150.0,27170.0,1840.0,7890.0,1360.0,9010.0,56580.0,7020.0,1330.0,18580.0,12770.0,2440.0,9160.0,900.0,180.0,4020.0,150.0
Negotiate contractual agreements.,negotiate contractual agreements,Negotiate contracts with clients or service providers.,Negotiate contracts or agreements.,Resolving Conflicts and Negotiating with Others,Lawyers,lawyers,23-1011.00,Lawyers,23-1011,23-1011.00,Lawyers and Judicial Law Clerks,"Lawyers, Judges, and Related Workers",Legal Occupations,2026-05-31,0.0030529241359659,4.55797400453889,False,1.0800138461538462,3.94,84.12,0.2254457813501652,0.3,,,159670.0,131970.0,149940.0,134260.0,98880.0,195080.0,168520.0,163600.0,173510.0,195190.0,133180.0,134830.0,124990.0,103400.0,160800.0,126860.0,123550.0,106650.0,101550.0,104100.0,113120.0,139110.0,176680.0,130520.0,155140.0,91690.0,133450.0,103720.0,109170.0,150510.0,120810.0,161430.0,119680.0,207860.0,127710.0,106880.0,131020.0,103060.0,138210.0,157180.0,138960.0,120310.0,102040.0,136180.0,154200.0,132830.0,127310.0,167210.0,154130.0,102420.0,126760.0,100130.0,122930.0,159670.0,118440.0,754500.0,6730.0,1120.0,11640.0,3430.0,95770.0,16720.0,8420.0,2920.0,33070.0,55210.0,23930.0,2270.0,2490.0,33590.0,8970.0,3550.0,4190.0,5770.0,10200.0,2280.0,13810.0,23560.0,16620.0,12380.0,3100.0,11560.0,2380.0,3490.0,6490.0,2250.0,23160.0,3380.0,91870.0,17000.0,1050.0,19950.0,6980.0,7150.0,27170.0,1840.0,7890.0,1360.0,9010.0,56580.0,7020.0,1330.0,18580.0,12770.0,2440.0,9160.0,900.0,180.0,4020.0,150.0
Negotiate details of contracts and payments.,negotiate details of contracts and payments,Negotiate prices or other sales terms.,Negotiate contracts or agreements.,Resolving Conflicts and Negotiating with Others,"Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products",sales representatives wholesale and manufacturing except technical and scientific products,41-4012.00,"Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products",41-4012,41-4012.00,"Sales Representatives, Wholesale and Manufacturing","Sales Representatives, Wholesale and Manufacturing",Sales and Related Occupations,2026-05-31,0.0030529241359659,4.642879337131021,False,1.958952307692308,4.19,65.84,1.05749170876766,0.8403795634952637,E1,E2,72080.0,64140.0,56830.0,72390.0,55120.0,76490.0,79250.0,75570.0,62280.0,80010.0,62490.0,63860.0,59010.0,64840.0,73510.0,71330.0,66760.0,68960.0,64280.0,63290.0,63960.0,73080.0,79810.0,72980.0,76750.0,59320.0,61940.0,61670.0,64030.0,68150.0,72790.0,79410.0,61320.0,79590.0,70990.0,74250.0,73960.0,62160.0,74180.0,66130.0,82420.0,64250.0,77210.0,61630.0,65970.0,61980.0,76840.0,63400.0,79830.0,63560.0,65930.0,72530.0,29460.0,34870.0,45980.0,1238190.0,20470.0,910.0,19400.0,12740.0,134800.0,27530.0,9870.0,2920.0,560.0,92920.0,43630.0,3280.0,7210.0,51310.0,32350.0,16990.0,12630.0,15550.0,19120.0,3320.0,9070.0,22700.0,40960.0,31230.0,7000.0,21960.0,3510.0,8550.0,8970.0,4940.0,34360.0,3660.0,61500.0,49110.0,4180.0,58739.99999999999,14220.0,15020.0,51270.0,4870.0,22010.0,5220.0,23850.0,95670.0,13900.0,1890.0,22570.0,27340.0,3220.0,37700.0,1480.0,210.0,5150.0,80.0
Negotiate prices or terms of sales or service agreements.,negotiate prices or terms of sales or service agreements,Negotiate prices or other sales terms.,Negotiate contracts or agreements.,Resolving Conflicts and Negotiating with Others,"Sales Representatives, Services, All Other",sales representatives services all other,41-3099.00,"Sales Representatives of Services, Except Advertising, Insurance, Financial Services, and Travel",41-3091,41-3091.00,"Miscellaneous Sales Representatives, Services","Sales Representatives, Services",Sales and Related Occupations,2026-05-31,0.0056535632147517,4.667953667953668,False,2.1535184615384617,4.3,82.65,0.2024552029911346,0.1,E2,E2,69990.0,58840.0,69610.0,72920.0,50570.0,80850.0,79810.0,76940.0,67540.0,76770.0,60660.0,75280.0,58500.0,58930.0,66900.0,63960.0,62420.0,62580.0,52750.0,55200.0,63900.0,63310.0,83760.0,73380.0,75370.0,48440.0,60440.0,58720.0,57770.0,62450.0,71510.0,79200.0,61880.0,92190.0,62620.0,66060.0,59390.0,54990.0,67040.0,64480.0,81450.0,58510.0,61770.0,60230.0,61680.0,62580.0,77530.0,72640.0,79920.0,50240.0,64020.0,58970.0,37170.0,28580.0,42980.0,1256010.0,12840.0,900.0,26340.0,5750.0,156110.0,37810.0,11420.0,2910.0,3120.0,107650.0,46960.0,3450.0,5030.0,69910.0,21950.0,6530.0,12480.0,11860.0,8200.0,2120.0,21580.0,32300.0,27160.0,19220.0,3730.0,14100.0,1730.0,6110.0,10950.0,4670.0,44980.0,3790.0,80510.0,46039.99999999999,1620.0,38440.0,9710.0,10440.0,39920.0,4023.0,21070.0,630.0,21600.0,135030.0,16210.000000000002,1130.0,41390.0,18950.0,2130.0,22720.0,750.0,160.0,2940.0,80.0
Negotiate prices or terms of sales or service agreements.,negotiate prices or terms of sales or service agreements,Negotiate prices or other sales terms.,Negotiate contracts or agreements.,Resolving Conflicts and Negotiating with Others,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",sales representatives wholesale and manufacturing technical and scientific products,41-4011.00,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",41-4011,41-4011.00,"Sales Representatives, Wholesale and Manufacturing","Sales Representatives, Wholesale and Manufacturing",Sales and Related Occupations,2026-05-31,0.0056535632147517,4.667953667953668,False,2.1535184615384617,4.3,82.65,0.1440035406206547,0.1,E0,E2,104920.0,87140.0,77080.0,100620.0,71830.0,124220.0,135000.0,98000.0,107830.0,92940.0,107700.0,128850.0,126110.0,101390.0,107570.0,102910.0,103380.0,130850.0,97640.0,124200.0,101850.0,95040.0,118980.0,125650.0,103000.0,74990.0,94840.0,83610.0,84400.0,98500.0,97960.0,131360.0,87310.0,129410.0,125370.0,102720.0,108370.0,72480.0,113830.0,103790.0,117670.0,111190.0,104920.0,94450.0,99080.0,104920.0,95900.0,128270.0,127390.0,97230.0,78480.0,100850.0,104920.0,62160.0,104920.0,228895.0,4469.0,707.0,14242.0,2443.0,44348.0,6671.0,4790.0,1543.0,964.0,31891.0,9162.0,868.0,3022.0,11814.0,7024.0,4147.0,3922.0,6703.0,3761.0,937.0,10175.0,18726.0,14692.0,7973.0,1302.0,8134.0,1109.0,2733.0,3022.0,4276.0,9002.0,1575.0,16878.0,19273.0,820.0,15865.0,6381.0,4887.0,11557.0,852.0,6044.0,2781.0,13325.0,71369.0,6317.0,659.0,9741.0,16010.0,1222.0,5449.0,450.0,98.0,1736.0,47.0
Network within communities to find and attract new business.,network within communities to find and attract new business,Establish interpersonal business relationships to facilitate work activities.,Develop professional relationships or networks.,Establishing and Maintaining Interpersonal Relationships,Financial Managers,financial managers,11-3031.00,Financial Managers,11-3031,11-3031.00,Financial Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.956517139229793,False,0.8046815384615384,3.76,49.85,0.1571904398122884,0.4,E2,E0,166570.0,140500.0,127030.0,139830.0,116570.0,180770.0,182690.0,174830.0,181580.0,188880.0,153280.0,166790.0,134210.0,127210.0,165880.0,135840.0,133320.0,159380.0,130650.0,126800.0,133610.0,158750.0,206760.0,139370.0,163410.0,111390.0,143460.0,131060.0,140360.0,132490.0,144730.0,199110.0,133700.0,219880.0,166780.0,135890.0,140870.0,132460.0,156460.0,145610.0,166940.0,136160.0,159700.0,141010.0,164860.0,150450.0,128690.0,185220.0,174840.0,113140.0,139720.0,124910.0,80390.0,90660.0,94990.0,19400.0,7200.0,140.0,1030.0,492.0,6452.0,736.0,1386.0,194.0,617.0,3382.0,1479.0,262.0,216.0,3645.0,868.0,631.0,359.0,458.0,489.0,216.0,1367.0,1808.0,1555.0,1153.0,240.0,922.0,104.0,389.0,559.0,299.0,32510.0,175.0,5588.0,1553.0,148.0,1892.0,461.0,526.0,2225.0,178.0,624.0,69.0,1219.0,4969.0,613.0,124.0,1442.0,894.0,180.0,1074.0,50.0,26.0,263.0,12.0
Notify command of situation and request assistance.,notify command of situation and request assistance,Communicate situation details to appropriate personnel.,Notify others of emergencies or problems.,"Communicating with Supervisors, Peers, or Subordinates",Detectives and Criminal Investigators,detectives and criminal investigators,33-3021.00,Detectives and Criminal Investigators,33-3021,33-3021.00,Detectives and Criminal Investigators,Law Enforcement Workers,Protective Service Occupations,2026-05-31,0.0113071264295034,4.91303400174368,False,0.4162388461538462,4.25,95.47,0.0317782669031114,0.1,E2,E0,93790.0,66290.0,114940.0,102340.0,54500.0,124840.0,105480.0,95240.0,122050.0,160760.0,77060.0,65430.0,113940.0,72520.0,91190.0,70340.0,79560.0,75740.0,71670.0,60450.0,88310.0,126730.0,110150.0,90650.0,80000.0,58640.0,75650.0,92410.0,100530.0,94470.0,89290.0,116300.0,86840.0,101240.0,63280.0,82290.0,79300.0,80430.0,107450.0,97580.0,88450.0,62760.0,77730.0,77090.0,90510.0,78920.0,106330.0,112760.0,115790.0,92410.0,91040.0,81880.0,93790.0,70760.0,93790.0,19389.0,681.0,71.0,2669.0,285.0,6410.0,981.0,478.0,71.0,1515.0,3274.0,2577.0,224.0,320.0,1662.0,651.0,208.0,539.0,366.0,884.0,280.0,513.0,661.0,1128.0,1001.0,412.0,813.0,254.0,147.0,300.0,147.0,1566.0,1027.0,4880.0,1708.0,213.0,1088.0,620.0,264.0,1713.0,183.0,747.0,127.0,945.0,9592.0,280.0,97.0,1616.0,940.0,112.0,834.0,86.0,8.0,315.0,4.0
Notify command of situation and request assistance.,notify command of situation and request assistance,Request emergency personnel.,Notify others of emergencies or problems.,"Communicating with Supervisors, Peers, or Subordinates",Detectives and Criminal Investigators,detectives and criminal investigators,33-3021.00,Detectives and Criminal Investigators,33-3021,33-3021.00,Detectives and Criminal Investigators,Law Enforcement Workers,Protective Service Occupations,2026-05-31,0.0113071264295034,4.91303400174368,False,0.4162388461538462,4.25,95.47,0.0317782669031114,0.1,E2,E0,93790.0,66290.0,114940.0,102340.0,54500.0,124840.0,105480.0,95240.0,122050.0,160760.0,77060.0,65430.0,113940.0,72520.0,91190.0,70340.0,79560.0,75740.0,71670.0,60450.0,88310.0,126730.0,110150.0,90650.0,80000.0,58640.0,75650.0,92410.0,100530.0,94470.0,89290.0,116300.0,86840.0,101240.0,63280.0,82290.0,79300.0,80430.0,107450.0,97580.0,88450.0,62760.0,77730.0,77090.0,90510.0,78920.0,106330.0,112760.0,115790.0,92410.0,91040.0,81880.0,93790.0,70760.0,93790.0,19389.0,681.0,71.0,2669.0,285.0,6410.0,981.0,478.0,71.0,1515.0,3274.0,2577.0,224.0,320.0,1662.0,651.0,208.0,539.0,366.0,884.0,280.0,513.0,661.0,1128.0,1001.0,412.0,813.0,254.0,147.0,300.0,147.0,1566.0,1027.0,4880.0,1708.0,213.0,1088.0,620.0,264.0,1713.0,183.0,747.0,127.0,945.0,9592.0,280.0,97.0,1616.0,940.0,112.0,834.0,86.0,8.0,315.0,4.0
"Notify consignees, passengers, or customers of freight or baggage arrival and arrange for delivery.",notify consignees passengers or customers of freight or baggage arrival and arrange for delivery,Provide notifications to customers or patrons.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,Cargo and Freight Agents,cargo and freight agents,43-5011.00,Cargo and Freight Agents,43-5011,43-5011.00,Cargo and Freight Agents,"Material Recording, Scheduling, Dispatching, and Distributing Workers",Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.987618048268625,False,1.8407734615384608,3.3,73.56,0.119059535770292,0.1,E2,E2,52260.0,54890.0,52070.0,49880.0,50500.0,57690.0,51390.0,52260.0,52260.0,76250.0,48520.0,51380.0,42400.0,45710.0,59750.0,50020.0,48370.0,42500.0,46230.0,48940.0,50340.0,48730.0,58680.0,47940.0,58650.0,49920.0,50840.0,59240.0,62500.0,47000.0,67660.0,60210.0,48910.0,60040.0,48000.0,54230.0,49530.0,49940.0,49420.0,49590.0,60310.0,57000.0,64340.0,51800.0,48470.0,52770.0,47560.0,49680.0,60760.0,49100.0,57290.0,52260.0,38360.0,28600.0,29400.0,30281.0,632.0,360.0,1141.0,252.0,10578.0,527.0,347.0,94.0,37.0,5029.0,2251.0,1091.0,186.0,3789.0,744.0,409.0,552.0,1594.0,521.0,118.0,459.0,508.0,1333.0,856.0,161.0,874.0,229.0,242.0,304.0,50.0,2654.0,68.0,3572.0,1563.0,236.0,1761.0,186.0,800.0,1742.0,87.0,955.0,124.0,2102.0,4719.0,366.0,50.0,794.0,1494.0,81.0,794.0,99.0,37.0,186.0,6.0
Notify instructors of errors or problems with assignments.,notify instructors of errors or problems with assignments,Discuss problems or issues with supervisors.,Communicate with others about operational plans or activities.,"Communicating with Supervisors, Peers, or Subordinates",Graduate Teaching Assistants,graduate teaching assistants,25-1191.00,"Teaching Assistants, Postsecondary",25-9044,25-9044.00,Teaching Assistants,Other Educational Instruction and Library Occupations,Educational Instruction and Library Occupations,2026-05-31,0.0030529241359659,4.814822771213748,False,0.083466923076923,3.06,71.87,0.0042623981554058,0.1,E0,E1,42910.0,22600.0,35790.0,49810.0,23140.0,49140.0,37450.0,42910.0,42910.0,43160.0,37770.0,48800.0,42910.0,37310.0,36040.0,34910.0,38960.0,41580.0,49680.0,37950.0,47210.0,58330.0,56370.0,39830.0,53380.0,42910.0,42910.0,30070.0,39650.0,24960.0,26810.0,54260.0,48270.0,43610.0,50050.0,49960.0,48710.0,49920.0,49550.0,38020.0,49420.0,46760.0,39840.0,36950.0,55670.0,52300.0,48620.0,49890.0,50460.0,35960.0,47990.0,42910.0,42910.0,47440.0,42910.0,164090.0,2216.0,70.0,7200.0,2600.0,19120.0,530.0,4700.0,508.0,130.0,9130.0,2470.0,658.0,220.0,12340.0,1940.0,560.0,640.0,990.0,440.0,90.0,5030.0,3040.0,18440.0,600.0,390.0,3078.0,380.0,730.0,540.0,480.0,3390.0,370.0,17390.0,2900.0,90.0,2210.0,1680.0,880.0,2480.0,50.0,2730.0,460.0,300.0,13540.0,2020.0,60.0,1660.0,1480.0,40.0,4210.0,294.0,70.0,1640.0,34.0
Notify supervisors or other appropriate personnel when security breaches occur.,notify supervisors or other appropriate personnel when security breaches occur,Communicate situation details to appropriate personnel.,Notify others of emergencies or problems.,"Communicating with Supervisors, Peers, or Subordinates",Transportation Security Screeners,transportation security screeners,33-9093.00,Transportation Security Screeners,33-9093,33-9093.00,Miscellaneous Protective Service Workers,Other Protective Service Workers,Protective Service Occupations,2026-05-31,0.0030529241359659,4.950774526678141,False,0.3870003846153846,4.63,100.0,0.1054914381302513,0.2019091507934082,E2,E0,66770.0,63770.0,71390.0,64330.0,61110.0,73610.0,71530.0,66770.0,66770.0,66770.0,63130.0,66770.0,70160.0,63130.0,70570.0,61670.0,61590.0,63130.0,63130.0,63130.0,63130.0,72240.0,73510.0,67390.0,67290.0,63130.0,51210.0,54770.0,61710.0,64500.0,76130.0,74400.0,63810.0,72010.0,64540.0,54950.0,65870.0,66770.0,66770.0,67330.0,71510.0,63130.0,55530.0,61110.0,68640.0,61110.0,65460.0,69910.0,66770.0,63130.0,63130.0,61110.0,63130.0,63130.0,65170.0,50290.0,260.0,440.0,1380.0,190.0,5410.0,1250.0,545.0,156.0,226.0,6920.0,1850.0,1010.0,250.0,1970.0,460.0,220.0,120.0,510.0,460.0,160.0,570.0,1380.0,1070.0,740.0,170.0,930.0,330.0,290.0,1350.0,80.0,1200.0,200.0,4240.0,1300.0,170.0,690.0,549.0,632.0,1460.0,160.0,480.0,60.0,840.0,4300.0,510.0,80.0,1870.0,1141.0,90.0,540.0,90.0,280.0,610.0,90.0
Notify supervisors or other personnel of production problems.,notify supervisors or other personnel of production problems,Notify others of equipment repair or maintenance needs.,Notify others of emergencies or problems.,"Communicating with Supervisors, Peers, or Subordinates","Inspectors, Testers, Sorters, Samplers, and Weighers",inspectors testers sorters samplers and weighers,51-9061.00,"Inspectors, Testers, Sorters, Samplers, and Weighers",51-9061,51-9061.00,"Inspectors, Testers, Sorters, Samplers, and Weighers",Other Production Occupations,Production Occupations,2026-05-31,0.0030529241359659,4.9605263157894735,False,2.72127,4.48,91.86,0.2126532423652177,0.1,E2,E1,48570.0,40010.0,78150.0,52100.0,44570.0,54300.0,58350.0,57090.0,57190.0,59730.0,47540.0,46130.0,59740.0,45130.0,47920.0,47900.0,50740.0,53680.0,46280.0,49490.0,53570.0,61790.0,52270.0,44490.0,57170.0,40670.0,54420.0,58070.0,51270.0,49280.0,54800.0,49140.0,49500.0,49990.0,46430.0,50820.0,47360.0,49630.0,54120.0,48320.0,54940.0,46890.0,47240.0,45760.0,46210.0,48910.0,46210.0,49590.0,64420.0,47010.0,49610.0,57900.0,44160.0,29870.0,47240.0,597370.0,13120.0,300.0,11120.0,5880.0,61130.0,5220.0,7460.0,1020.0,70.0,22630.0,19980.0,650.0,2900.0,31700.0,24790.0,7230.0,9300.0,12880.0,8110.0,1800.0,4600.0,10650.0,27980.0,9710.0,6970.0,12480.0,580.0,3350.0,4040.0,3050.0,12280.0,1550.0,19790.0,19700.0,1800.0,32060.0,7430.0,5690.0,25870.0,1790.0,13360.0,1090.0,17140.0,56390.0,6630.0,900.0,9830.0,12010.0,2720.0,17670.0,990.0,50.0,3870.0,30.0
"Observe and influence patients' behavior, communicating and interacting with them and teaching, counseling, or befriending them.",observe and influence patients behavior communicating and interacting with them and teaching counseling or befriending them,Interact with patients to build rapport or provide emotional support.,Provide support or encouragement to others.,Coaching and Developing Others,Psychiatric Technicians,psychiatric technicians,29-2053.00,Psychiatric Technicians,29-2053,29-2053.00,Health Practitioner Support Technologists and Technicians,Health Technologists and Technicians,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.624889867841412,False,2.709504615384615,4.29,99.31,0.6867408142999007,0.3,E0,E0,45130.0,36680.0,51650.0,45640.0,35930.0,49140.0,47430.0,55500.0,38410.0,67430.0,43570.0,46250.0,55150.0,41490.0,46200.0,40910.0,42910.0,43780.0,40370.0,31440.0,45320.0,45520.0,52000.0,43140.0,40300.0,35320.0,45840.0,39190.0,57370.0,46450.0,44660.0,54040.0,39020.0,58080.0,40630.0,39960.0,39140.0,39060.0,59820.0,43930.0,48520.0,40970.0,45130.0,39800.0,39970.0,40770.0,47560.0,48320.0,52470.0,34100.0,40290.0,45130.0,45130.0,45130.0,45130.0,156960.0,3290.0,340.0,8160.0,1900.0,14100.0,1740.0,1040.0,350.0,380.0,12710.0,5560.0,2060.0,780.0,9410.0,6790.0,690.0,1670.0,910.0,2420.0,620.0,680.0,5340.0,4850.0,3550.0,930.0,4450.0,310.0,1390.0,2060.0,260.0,2520.0,660.0,2040.0,5950.0,270.0,3950.0,820.0,1250.0,10340.0,990.0,560.0,459.0,3810.0,11350.0,1940.0,600.0,3950.0,1920.0,770.0,4430.0,282.0,67.0,941.0,32.0
Observe and monitor children's play activities.,observe and monitor childrens play activities,Monitor activities of individuals to ensure safety or compliance with rules.,Monitor individual behavior or performance.,"Monitoring Processes, Materials, or Surroundings",Childcare Workers,childcare workers,39-9011.00,Childcare Workers,39-9011,39-9011.00,Childcare Workers,Other Personal Care and Service Workers,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.882396541074738,False,4.630450769230769,4.46,100.0,0.4048903333333333,0.1,E0,E0,34980.0,22720.0,36200.0,35100.0,28450.0,40020.0,40750.0,36660.0,33210.0,47340.0,34210.0,28020.0,37030.0,30160.0,35830.0,30180.0,28420.0,29240.0,28920.0,22900.0,36350.0,36030.0,40900.0,30970.0,35520.0,22050.0,30790.0,35120.0,30740.0,29740.0,37080.0,36390.0,35840.0,37590.0,29140.0,30290.0,29680.0,27730.0,38650.0,30140.0,36940.0,29650.0,27940.0,29660.0,28570.0,31630.0,38030.0,34330.0,41680.0,27710.0,32460.0,28250.0,22020.0,22600.0,28010.0,518910.0,4580.0,1340.0,5530.0,5400.0,52780.0,13310.0,12020.0,1230.0,1350.0,21760.0,21040.0,1870.0,4430.0,23900.0,8280.0,6020.0,7430.0,5820.0,8000.0,4990.0,9750.0,13140.0,14010.0,11570.0,5420.0,12430.0,2190.0,9390.0,3740.0,2820.0,25070.0,4120.0,44020.0,12550.0,4030.0,11300.0,7590.0,5240.0,13000.0,1800.0,10660.0,2370.0,13650.0,34160.0,4830.0,1007.0,13930.0,4340.0,1930.0,5560.0,1110.0,221.0,1960.0,50.0
Observe and monitor staff performance to ensure efficient operations and adherence to facility's policies and procedures.,observe and monitor staff performance to ensure efficient operations and adherence to facilitys policies and procedures,Monitor performance of organizational members or partners.,Monitor individual behavior or performance.,"Monitoring Processes, Materials, or Surroundings",Lodging Managers,lodging managers,11-9081.00,Lodging Managers,11-9081,11-9081.00,Lodging Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0113071264295034,4.882094700533082,False,3.772440000000001,4.38,100.0,0.3309276641949909,0.1,E0,E2,69250.0,69420.0,80060.0,77670.0,45870.0,76950.0,91750.0,76940.0,73850.0,75610.0,69120.0,61060.0,114070.0,65390.0,61530.0,67070.0,59680.0,64220.0,59440.0,63000.0,62400.0,73260.0,97350.0,58970.0,78890.0,62550.0,46880.0,66580.0,67990.0,78110.0,79210.0,107720.0,67320.0,79460.0,63860.0,62770.0,48690.0,50740.0,63220.0,60980.0,106630.0,62990.0,61920.0,63050.0,62000.0,67060.0,81440.0,66990.0,101350.0,72800.0,73590.0,61190.0,69250.0,43860.0,69250.0,42620.0,570.0,89.0,680.0,480.0,5070.0,1100.0,210.0,130.0,260.0,4790.0,1580.0,200.0,70.0,740.0,570.0,410.0,300.0,545.0,380.0,740.0,440.0,990.0,1199.0,250.0,290.0,170.0,670.0,330.0,490.0,90.0,450.0,370.0,2880.0,1460.0,270.0,1490.0,440.0,1170.0,1651.0,110.0,640.0,310.0,610.0,3900.0,473.0,210.0,1119.0,450.0,180.0,1130.0,420.0,18.0,110.0,9.0
Observe and monitor staff performance to ensure efficient operations and adherence to facility's policies and procedures.,observe and monitor staff performance to ensure efficient operations and adherence to facilitys policies and procedures,Monitor activities of individuals to ensure safety or compliance with rules.,Monitor individual behavior or performance.,"Monitoring Processes, Materials, or Surroundings",Lodging Managers,lodging managers,11-9081.00,Lodging Managers,11-9081,11-9081.00,Lodging Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0113071264295034,4.882094700533082,False,3.772440000000001,4.38,100.0,0.3309276641949909,0.1,E0,E2,69250.0,69420.0,80060.0,77670.0,45870.0,76950.0,91750.0,76940.0,73850.0,75610.0,69120.0,61060.0,114070.0,65390.0,61530.0,67070.0,59680.0,64220.0,59440.0,63000.0,62400.0,73260.0,97350.0,58970.0,78890.0,62550.0,46880.0,66580.0,67990.0,78110.0,79210.0,107720.0,67320.0,79460.0,63860.0,62770.0,48690.0,50740.0,63220.0,60980.0,106630.0,62990.0,61920.0,63050.0,62000.0,67060.0,81440.0,66990.0,101350.0,72800.0,73590.0,61190.0,69250.0,43860.0,69250.0,42620.0,570.0,89.0,680.0,480.0,5070.0,1100.0,210.0,130.0,260.0,4790.0,1580.0,200.0,70.0,740.0,570.0,410.0,300.0,545.0,380.0,740.0,440.0,990.0,1199.0,250.0,290.0,170.0,670.0,330.0,490.0,90.0,450.0,370.0,2880.0,1460.0,270.0,1490.0,440.0,1170.0,1651.0,110.0,640.0,310.0,610.0,3900.0,473.0,210.0,1119.0,450.0,180.0,1130.0,420.0,18.0,110.0,9.0
Observe and monitor staff performance to ensure efficient operations and adherence to facility's policies and procedures.,observe and monitor staff performance to ensure efficient operations and adherence to facilitys policies and procedures,Evaluate employee performance.,Evaluate personnel capabilities or performance.,"Judging the Qualities of Objects, Services, or People",Lodging Managers,lodging managers,11-9081.00,Lodging Managers,11-9081,11-9081.00,Lodging Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0113071264295034,4.882094700533082,False,3.772440000000001,4.38,100.0,0.3309276641949909,0.1,E0,E2,69250.0,69420.0,80060.0,77670.0,45870.0,76950.0,91750.0,76940.0,73850.0,75610.0,69120.0,61060.0,114070.0,65390.0,61530.0,67070.0,59680.0,64220.0,59440.0,63000.0,62400.0,73260.0,97350.0,58970.0,78890.0,62550.0,46880.0,66580.0,67990.0,78110.0,79210.0,107720.0,67320.0,79460.0,63860.0,62770.0,48690.0,50740.0,63220.0,60980.0,106630.0,62990.0,61920.0,63050.0,62000.0,67060.0,81440.0,66990.0,101350.0,72800.0,73590.0,61190.0,69250.0,43860.0,69250.0,42620.0,570.0,89.0,680.0,480.0,5070.0,1100.0,210.0,130.0,260.0,4790.0,1580.0,200.0,70.0,740.0,570.0,410.0,300.0,545.0,380.0,740.0,440.0,990.0,1199.0,250.0,290.0,170.0,670.0,330.0,490.0,90.0,450.0,370.0,2880.0,1460.0,270.0,1490.0,440.0,1170.0,1651.0,110.0,640.0,310.0,610.0,3900.0,473.0,210.0,1119.0,450.0,180.0,1130.0,420.0,18.0,110.0,9.0
"Observe and record patients' progress, attitudes, and behavior and maintain this information in client records.",observe and record patients progress attitudes and behavior and maintain this information in client records,Monitor patient progress or responses to treatments.,Monitor health conditions of humans or animals.,"Monitoring Processes, Materials, or Surroundings",Occupational Therapy Assistants,occupational therapy assistants,31-2011.00,Occupational Therapy Assistants,31-2011,31-2011.00,Occupational Therapy Assistants and Aides,Occupational Therapy and Physical Therapist Assistants and Aides,Healthcare Support Occupations,2026-05-31,0.0030529241359659,4.333373334933398,False,4.154038461538462,4.73,100.0,0.3489851428571429,0.1,E2,E1,72300.0,62250.0,53530.0,73490.0,78940.0,81770.0,75340.0,72780.0,78640.0,66390.0,71630.0,75920.0,72710.0,65330.0,64120.0,66660.0,64140.0,65010.0,65230.0,66090.0,64270.0,82010.0,75040.0,63260.0,64920.0,61650.0,66070.0,72800.0,63180.0,79510.0,67790.0,74960.0,77020.0,68530.0,69390.0,60970.0,62700.0,66520.0,76850.0,71590.0,66710.0,73740.0,56180.0,62420.0,81500.0,66080.0,72300.0,74960.0,77590.0,60370.0,59960.0,62750.0,72300.0,72300.0,72300.0,51290.0,750.0,60.0,1120.0,730.0,3840.0,710.0,820.0,220.0,60.0,3910.0,1060.0,60.0,210.0,2470.0,1490.0,400.0,660.0,500.0,760.0,250.0,710.0,1410.0,1250.0,540.0,420.0,1470.0,60.0,210.0,220.0,150.0,1080.0,300.0,2230.0,1590.0,130.0,3890.0,1000.0,250.0,2560.0,300.0,830.0,100.0,1300.0,5610.0,280.0,100.0,1130.0,720.0,340.0,1050.0,80.0,22.0,308.0,11.0
"Observe and record patients' progress, attitudes, and behavior and maintain this information in client records.",observe and record patients progress attitudes and behavior and maintain this information in client records,Record vital statistics or other health information.,Maintain health or medical records.,Documenting/Recording Information,Occupational Therapy Assistants,occupational therapy assistants,31-2011.00,Occupational Therapy Assistants,31-2011,31-2011.00,Occupational Therapy Assistants and Aides,Occupational Therapy and Physical Therapist Assistants and Aides,Healthcare Support Occupations,2026-05-31,0.0030529241359659,4.333373334933398,False,4.154038461538462,4.73,100.0,0.3489851428571429,0.1,E2,E1,72300.0,62250.0,53530.0,73490.0,78940.0,81770.0,75340.0,72780.0,78640.0,66390.0,71630.0,75920.0,72710.0,65330.0,64120.0,66660.0,64140.0,65010.0,65230.0,66090.0,64270.0,82010.0,75040.0,63260.0,64920.0,61650.0,66070.0,72800.0,63180.0,79510.0,67790.0,74960.0,77020.0,68530.0,69390.0,60970.0,62700.0,66520.0,76850.0,71590.0,66710.0,73740.0,56180.0,62420.0,81500.0,66080.0,72300.0,74960.0,77590.0,60370.0,59960.0,62750.0,72300.0,72300.0,72300.0,51290.0,750.0,60.0,1120.0,730.0,3840.0,710.0,820.0,220.0,60.0,3910.0,1060.0,60.0,210.0,2470.0,1490.0,400.0,660.0,500.0,760.0,250.0,710.0,1410.0,1250.0,540.0,420.0,1470.0,60.0,210.0,220.0,150.0,1080.0,300.0,2230.0,1590.0,130.0,3890.0,1000.0,250.0,2560.0,300.0,830.0,100.0,1300.0,5610.0,280.0,100.0,1130.0,720.0,340.0,1050.0,80.0,22.0,308.0,11.0
"Observe and record patients' progress, attitudes, and behavior and maintain this information in client records.",observe and record patients progress attitudes and behavior and maintain this information in client records,Maintain medical records.,Maintain health or medical records.,Documenting/Recording Information,Occupational Therapy Assistants,occupational therapy assistants,31-2011.00,Occupational Therapy Assistants,31-2011,31-2011.00,Occupational Therapy Assistants and Aides,Occupational Therapy and Physical Therapist Assistants and Aides,Healthcare Support Occupations,2026-05-31,0.0030529241359659,4.333373334933398,False,4.154038461538462,4.73,100.0,0.3489851428571429,0.1,E2,E1,72300.0,62250.0,53530.0,73490.0,78940.0,81770.0,75340.0,72780.0,78640.0,66390.0,71630.0,75920.0,72710.0,65330.0,64120.0,66660.0,64140.0,65010.0,65230.0,66090.0,64270.0,82010.0,75040.0,63260.0,64920.0,61650.0,66070.0,72800.0,63180.0,79510.0,67790.0,74960.0,77020.0,68530.0,69390.0,60970.0,62700.0,66520.0,76850.0,71590.0,66710.0,73740.0,56180.0,62420.0,81500.0,66080.0,72300.0,74960.0,77590.0,60370.0,59960.0,62750.0,72300.0,72300.0,72300.0,51290.0,750.0,60.0,1120.0,730.0,3840.0,710.0,820.0,220.0,60.0,3910.0,1060.0,60.0,210.0,2470.0,1490.0,400.0,660.0,500.0,760.0,250.0,710.0,1410.0,1250.0,540.0,420.0,1470.0,60.0,210.0,220.0,150.0,1080.0,300.0,2230.0,1590.0,130.0,3890.0,1000.0,250.0,2560.0,300.0,830.0,100.0,1300.0,5610.0,280.0,100.0,1130.0,720.0,340.0,1050.0,80.0,22.0,308.0,11.0
"Observe and report on social, economic, and political trends that might affect employers.",observe and report on social economic and political trends that might affect employers,Monitor external affairs or events affecting business operations.,"Monitor external affairs, trends, or events.","Monitoring Processes, Materials, or Surroundings",Public Relations and Fundraising Managers,public relations and fundraising managers,11-2031.00,Public Relations Managers,11-2032,11-2032.00,Public Relations and Fundraising Managers,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",Management Occupations,2026-05-31,0.0113071264295034,4.978249448355574,False,0.1836374704142012,3.675384615384616,85.13637362637363,0.1757835170707843,0.6575997855463248,E2,E2,142145.55555555556,94985.55555555556,116957.77777777778,114860.0,96823.33333333331,160844.44444444444,155567.77777777778,147172.22222222222,148285.55555555556,185182.22222222225,120814.44444444444,129733.33333333331,102543.33333333331,95900.0,126278.88888888888,114500.0,115834.44444444444,127860.0,115086.66666666669,100551.11111111112,155724.44444444444,145240.0,167295.55555555556,116891.11111111112,136346.66666666666,93928.88888888888,113912.22222222222,109357.90123456792,102837.77777777778,112416.66666666669,138086.66666666666,167317.77777777778,112242.22222222222,178353.33333333334,130855.55555555556,115807.77777777778,114847.77777777778,101823.33333333331,125118.88888888888,116545.55555555556,156055.55555555556,104546.66666666669,142145.55555555556,123027.77777777778,119970.0,124341.11111111112,139262.0987654321,169093.33333333334,154455.55555555556,80606.66666666667,116004.44444444444,142145.55555555556,142145.55555555556,87813.45679012345,142145.55555555556,66841.11111111111,466.6666666666666,320.0,1027.7777777777778,297.77777777777777,8517.777777777777,1087.6666666666667,892.2222222222222,158.88888888888889,5941.111111111111,2618.8888888888887,1348.888888888889,356.6666666666667,300.22222222222223,2790.0,564.4444444444445,572.2222222222222,268.8888888888889,443.3333333333333,260.0,262.0,1370.0,2190.0,1533.3333333333333,1107.7777777777776,147.77777777777777,869.7777777777778,177.77777777777777,345.55555555555554,383.33333333333337,316.66666666666663,2048.888888888889,210.0,6903.333333333333,1403.3333333333333,107.7777777777778,1451.111111111111,430.0,1354.4444444444443,2152.222222222222,212.2222222222222,554.4444444444445,195.0,611.1111111111111,6938.888888888889,480.0,257.77777777777777,2225.555555555556,1485.5555555555557,76.66666666666667,874.4444444444445,120.0,28.0,260.22222222222223,14.0
"Observe, interview, and assess patients to identify care needs.",observe interview and assess patients to identify care needs,"Collect medical information from patients, family members, or other medical professionals.",Collect information about patients or clients.,Getting Information,Clinical Nurse Specialists,clinical nurse specialists,29-1141.04,Clinical Nurse Specialists,29-1141,29-1141.04,Registered Nurses,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,3.8518956073461497,False,1.271003076923077,4.29,100.0,0.1016435926563397,0.1,E0,E2,97550.0,77080.0,109480.0,99500.0,78940.0,140270.0,100260.0,102740.0,99520.0,102540.0,84190.0,93550.0,136320.0,92460.0,95990.0,83500.0,78630.0,79320.0,81040.0,80230.0,86990.0,99790.0,104550.0,94300.0,101510.0,77090.0,81780.0,85280.0,84730.0,103670.0,99700.0,106500.0,94340.0,109440.0,84350.0,80730.0,82510.0,82920.0,129010.0,96430.0,100640.0,82360.0,78060.0,81500.0,95970.0,84600.0,97460.0,93600.0,124200.0,80130.0,95530.0,83760.0,97550.0,39880.0,84120.0,808230.0,64975.0,8980.0,87466.0,35154.0,405273.0,65154.0,47960.0,17087.0,13679.0,274941.0,120707.0,15472.0,20184.0,166095.0,82480.0,41156.0,40415.0,60144.0,58554.0,19777.0,63265.0,105461.0,125489.0,83831.0,34747.0,91244.0,13093.0,29558.0,32368.0,18402.0,110818.0,21499.0,246088.0,132867.0,13559.0,171859.0,45760.0,47505.0,175195.0,12065.0,59486.0,17589.0,86330.0,324491.0,32786.0,8860.0,92655.0,82815.0,28015.0,81380.0,6373.0,825.0,25433.0,562.0
"Observe, interview, and assess patients to identify care needs.",observe interview and assess patients to identify care needs,Examine patients to assess general physical condition.,Examine people or animals to assess health conditions or physical characteristics.,"Inspecting Equipment, Structures, or Materials",Clinical Nurse Specialists,clinical nurse specialists,29-1141.04,Clinical Nurse Specialists,29-1141,29-1141.04,Registered Nurses,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,3.8518956073461497,False,1.271003076923077,4.29,100.0,0.1016435926563397,0.1,E0,E2,97550.0,77080.0,109480.0,99500.0,78940.0,140270.0,100260.0,102740.0,99520.0,102540.0,84190.0,93550.0,136320.0,92460.0,95990.0,83500.0,78630.0,79320.0,81040.0,80230.0,86990.0,99790.0,104550.0,94300.0,101510.0,77090.0,81780.0,85280.0,84730.0,103670.0,99700.0,106500.0,94340.0,109440.0,84350.0,80730.0,82510.0,82920.0,129010.0,96430.0,100640.0,82360.0,78060.0,81500.0,95970.0,84600.0,97460.0,93600.0,124200.0,80130.0,95530.0,83760.0,97550.0,39880.0,84120.0,808230.0,64975.0,8980.0,87466.0,35154.0,405273.0,65154.0,47960.0,17087.0,13679.0,274941.0,120707.0,15472.0,20184.0,166095.0,82480.0,41156.0,40415.0,60144.0,58554.0,19777.0,63265.0,105461.0,125489.0,83831.0,34747.0,91244.0,13093.0,29558.0,32368.0,18402.0,110818.0,21499.0,246088.0,132867.0,13559.0,171859.0,45760.0,47505.0,175195.0,12065.0,59486.0,17589.0,86330.0,324491.0,32786.0,8860.0,92655.0,82815.0,28015.0,81380.0,6373.0,825.0,25433.0,562.0
"Observe or examine patients to detect symptoms that may require medical attention, such as bruises, open wounds, or blood in urine.",observe or examine patients to detect symptoms that may require medical attention such as bruises open wounds or blood in urine,Assess physical conditions of patients to aid in diagnosis or treatment.,Evaluate patient or client condition or treatment options.,"Judging the Qualities of Objects, Services, or People",Nursing Assistants,nursing assistants,31-1014.00,Nursing Assistants,31-1131,31-1131.00,"Nursing Assistants, Orderlies, and Psychiatric Aides","Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",Healthcare Support Occupations,2026-05-31,0.0030529241359659,4.9592,True,2.0120692307692307,4.42,94.38,0.161811069826613,0.1,E0,E2,42260.0,34140.0,46370.0,44780.0,34430.0,47630.0,47380.0,44790.0,42030.0,47700.0,37510.0,37680.0,45350.0,38650.0,45960.0,38330.0,39350.0,38010.0,38370.0,30510.0,47070.0,43240.0,46680.0,39570.0,46680.0,31520.0,37680.0,40900.0,40000.0,45490.0,47870.0,46830.0,39390.0,48590.0,38460.0,45820.0,39010.0,35930.0,49830.0,44590.0,46440.0,37220.0,38800.0,37990.0,37500.0,39840.0,47130.0,43200.0,49180.0,36720.0,45130.0,39160.0,42260.0,22850.0,37240.0,1448910.0,25250.0,2060.0,20320.0,17260.0,110060.0,22240.0,21380.0,5530.0,3490.0,96960.0,43440.0,5050.0,7910.0,68640.0,33640.0,22670.0,24610.0,23410.0,20690.0,8540.0,27720.0,38130.0,43290.0,29120.0,14200.0,34050.0,4390.0,16450.0,8100.0,7810.0,32400.0,4750.0,87990.0,64010.0,6840.0,63280.0,19410.0,14800.0,67740.0,10220.0,21760.0,6860.0,27040.0,88680.0,12260.0,3030.0,40580.0,30270.0,9390.0,28370.0,2830.0,616.0,430.0,110.0
Observe participants and inform them of corrective measures necessary for skill improvement.,observe participants and inform them of corrective measures necessary for skill improvement,Evaluate capabilities or training needs.,Evaluate personnel capabilities or performance.,"Judging the Qualities of Objects, Services, or People",Fitness Trainers and Aerobics Instructors,fitness trainers and aerobics instructors,39-9031.00,Exercise Trainers and Group Fitness Instructors,39-9031,39-9031.00,Recreation and Fitness Workers,Other Personal Care and Service Workers,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,3.761969617600838,False,4.6668,4.9,100.0,0.39049,0.1,E0,E0,47160.0,39180.0,46210.0,47980.0,42140.0,57990.0,49900.0,61580.0,44340.0,39210.0,38800.0,47150.0,48290.0,49780.0,46800.0,34960.0,36160.0,35900.0,45280.0,44410.0,47060.0,47420.0,64620.0,45520.0,43620.0,30540.0,36450.0,43940.0,31440.0,57960.0,49360.0,59870.0,44680.0,47090.0,46450.0,37760.0,36370.0,44520.0,58510.0,45250.0,45640.0,43630.0,40070.0,47380.0,40880.0,44800.0,57300.0,40820.0,50830.0,38120.0,44200.0,50250.0,47160.0,22020.0,47160.0,322930.0,2680.0,800.0,7010.0,1390.0,43600.0,10500.0,2850.0,1210.0,1480.0,18070.0,7500.0,990.0,2360.0,19830.0,5360.0,2510.0,4510.0,1990.0,2290.0,1140.0,8650.0,9200.0,6050.0,7010.0,1260.0,5060.0,1420.0,2410.0,3010.0,1500.0,11350.0,1030.0,20140.0,10670.0,680.0,9040.0,2300.0,4800.0,11580.0,990.0,5130.0,950.0,5080.0,19260.0,6830.0,710.0,12100.0,9270.0,500.0,6330.0,560.0,137.0,260.0,66.0
Observe participants and inform them of corrective measures necessary for skill improvement.,observe participants and inform them of corrective measures necessary for skill improvement,Teach exercise or fitness techniques.,Train others on health or medical topics.,Training and Teaching Others,Fitness Trainers and Aerobics Instructors,fitness trainers and aerobics instructors,39-9031.00,Exercise Trainers and Group Fitness Instructors,39-9031,39-9031.00,Recreation and Fitness Workers,Other Personal Care and Service Workers,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,3.761969617600838,False,4.6668,4.9,100.0,0.39049,0.1,E0,E0,47160.0,39180.0,46210.0,47980.0,42140.0,57990.0,49900.0,61580.0,44340.0,39210.0,38800.0,47150.0,48290.0,49780.0,46800.0,34960.0,36160.0,35900.0,45280.0,44410.0,47060.0,47420.0,64620.0,45520.0,43620.0,30540.0,36450.0,43940.0,31440.0,57960.0,49360.0,59870.0,44680.0,47090.0,46450.0,37760.0,36370.0,44520.0,58510.0,45250.0,45640.0,43630.0,40070.0,47380.0,40880.0,44800.0,57300.0,40820.0,50830.0,38120.0,44200.0,50250.0,47160.0,22020.0,47160.0,322930.0,2680.0,800.0,7010.0,1390.0,43600.0,10500.0,2850.0,1210.0,1480.0,18070.0,7500.0,990.0,2360.0,19830.0,5360.0,2510.0,4510.0,1990.0,2290.0,1140.0,8650.0,9200.0,6050.0,7010.0,1260.0,5060.0,1420.0,2410.0,3010.0,1500.0,11350.0,1030.0,20140.0,10670.0,680.0,9040.0,2300.0,4800.0,11580.0,990.0,5130.0,950.0,5080.0,19260.0,6830.0,710.0,12100.0,9270.0,500.0,6330.0,560.0,137.0,260.0,66.0
"Observe the current system in operation, and gather and analyze information about each of the component problems, using a variety of sources.",observe the current system in operation and gather and analyze information about each of the component problems using a variety of sources,Conduct research to gain information about products or processes.,Research technology designs or applications.,Getting Information,Operations Research Analysts,operations research analysts,15-2031.00,Operations Research Analysts,15-2031,15-2031.00,Operations Research Analysts,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.3731351721736141,4.695445344129555,False,0.9660646153846152,4.38,100.0,0.6778563033221865,0.881902382329578,E2,E2,88940.0,115630.0,88750.0,75470.0,59030.0,102100.0,129880.0,96700.0,101070.0,96030.0,77600.0,76220.0,100600.0,103600.0,89800.0,85280.0,80580.0,92050.0,83850.0,63210.0,99460.0,97410.0,96500.0,83480.0,95550.0,92310.0,62380.0,80400.0,98300.0,86500.0,88940.0,88940.0,80360.0,108610.0,97290.0,82460.0,103620.0,61520.0,102170.0,79640.0,77910.0,80240.0,88940.0,76680.0,90710.0,90200.0,89790.0,129460.0,98030.0,64100.0,71820.0,88940.0,88940.0,57000.0,88940.0,108510.0,550.0,70.0,2600.0,210.0,10620.0,770.0,950.0,660.0,2250.0,9120.0,4600.0,120.0,500.0,5180.0,1380.0,300.0,997.0,660.0,550.0,220.0,4710.0,4200.0,980.0,1240.0,120.0,1190.0,150.0,330.0,370.0,290.0,3280.0,510.0,5890.0,2520.0,130.0,2600.0,1840.0,2710.0,3220.0,360.0,1380.0,317.0,1200.0,11890.0,810.0,170.0,6980.0,3050.0,200.0,4270.0,195.0,46.0,50.0,22.0
"Observe the current system in operation, and gather and analyze information about each of the component problems, using a variety of sources.",observe the current system in operation and gather and analyze information about each of the component problems using a variety of sources,Troubleshoot issues with computer applications or systems.,Resolve computer problems.,Working with Computers,Operations Research Analysts,operations research analysts,15-2031.00,Operations Research Analysts,15-2031,15-2031.00,Operations Research Analysts,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.3731351721736141,4.695445344129555,False,0.9660646153846152,4.38,100.0,0.6778563033221865,0.881902382329578,E2,E2,88940.0,115630.0,88750.0,75470.0,59030.0,102100.0,129880.0,96700.0,101070.0,96030.0,77600.0,76220.0,100600.0,103600.0,89800.0,85280.0,80580.0,92050.0,83850.0,63210.0,99460.0,97410.0,96500.0,83480.0,95550.0,92310.0,62380.0,80400.0,98300.0,86500.0,88940.0,88940.0,80360.0,108610.0,97290.0,82460.0,103620.0,61520.0,102170.0,79640.0,77910.0,80240.0,88940.0,76680.0,90710.0,90200.0,89790.0,129460.0,98030.0,64100.0,71820.0,88940.0,88940.0,57000.0,88940.0,108510.0,550.0,70.0,2600.0,210.0,10620.0,770.0,950.0,660.0,2250.0,9120.0,4600.0,120.0,500.0,5180.0,1380.0,300.0,997.0,660.0,550.0,220.0,4710.0,4200.0,980.0,1240.0,120.0,1190.0,150.0,330.0,370.0,290.0,3280.0,510.0,5890.0,2520.0,130.0,2600.0,1840.0,2710.0,3220.0,360.0,1380.0,317.0,1200.0,11890.0,810.0,170.0,6980.0,3050.0,200.0,4270.0,195.0,46.0,50.0,22.0
"Obtain and assemble data to complete architectural designs, visiting job sites to compile measurements as necessary.",obtain and assemble data to complete architectural designs visiting job sites to compile measurements as necessary,Collect data about project sites.,Gather data about operational or development activities.,Getting Information,Architectural and Civil Drafters,architectural and civil drafters,17-3011.00,Architectural and Civil Drafters,17-3011,17-3011.00,Drafters,"Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.8665133486651335,True,0.2789411538461538,3.55,90.85,0.0791180058260984,0.5,E0,E2,66150.0,57100.0,66150.0,64750.0,62420.0,76520.0,76370.0,76290.0,73040.0,97880.0,62640.0,74940.0,63510.0,61840.0,58240.0,60000.0,64220.0,62220.0,60120.0,61010.0,66200.0,75180.0,76990.0,58330.0,70680.0,59920.0,61940.0,65750.0,61550.0,67000.0,65300.0,62960.0,50230.0,76260.0,62750.0,64720.0,61450.0,62140.0,74000.0,64800.0,71700.0,64680.0,52470.0,69220.0,63320.0,64290.0,61000.0,63450.0,73000.0,65640.0,62930.0,63730.0,56710.0,44720.0,66150.0,103700.0,1010.0,220.0,2120.0,980.0,11400.0,3570.0,810.0,290.0,370.0,7530.0,3970.0,610.0,1010.0,1310.0,2240.0,980.0,630.0,870.0,1040.0,440.0,910.0,2660.0,2100.0,1930.0,330.0,2270.0,600.0,850.0,1100.0,400.0,2280.0,690.0,7380.0,2680.0,380.0,2860.0,1260.0,1490.0,5370.0,240.0,1170.0,460.0,1310.0,11710.0,1820.0,230.0,2600.0,2530.0,330.0,2200.0,200.0,70.0,690.0,21.0
"Obtain and evaluate information on factors such as reporting formats required, costs, or security needs to determine hardware configuration.",obtain and evaluate information on factors such as reporting formats required costs or security needs to determine hardware configuration,Analyze project data to determine specifications or requirements.,"Evaluate designs, specifications, or other technical data.",Analyzing Data or Information,"Software Developers, Applications",software developers applications,15-1132.00,Software Developers,15-1252,15-1252.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,5.0,False,0.456615,3.07,63.08,0.1357017826888125,0.5,E2,E1,114549.41176470587,108307.0588235294,114549.41176470587,110045.29411764706,111294.89619377164,143515.58823529413,128445.88235294116,109510.0,114782.35294117648,114191.17647058824,110165.0,112089.11764705884,109759.70588235294,120062.54325259516,113710.0,93134.70588235294,97098.82352941176,100614.41176470587,88776.76470588235,78453.82352941176,98043.23529411764,120022.9411764706,136121.76470588235,107406.76470588236,110872.0588235294,84885.29411764706,98662.0588235294,109772.9411764706,102180.29411764706,119163.13148788927,117653.5294117647,124798.5294117647,119148.82352941176,135779.41176470587,111493.5294117647,90934.11764705884,103205.58823529413,90770.58823529413,119530.58823529413,103874.70588235294,111107.64705882352,107836.76470588236,77240.29411764706,101195.58823529413,111652.9411764706,97212.0588235294,92335.88235294116,126400.88235294116,140793.5294117647,81291.17647058824,100160.58823529413,114750.1903114187,114549.41176470587,67413.23529411765,114549.41176470587,672406.1764705882,6836.176470588235,1117.8529411764705,14941.764705882351,5745.588235294118,110753.52941176471,17472.05882352941,5204.117647058823,1445.2941176470588,2494.1176470588234,35416.17647058824,20889.117647058825,2341.4117647058824,2239.1176470588234,22635.29411764706,5660.588235294117,3601.176470588235,5164.705882352941,3080.2941176470586,1624.4117647058824,1166.470588235294,14120.294117647058,20082.647058823528,16414.70588235294,13390.588235294115,845.0000000000001,8459.117647058823,800.2941176470589,3187.6470588235293,2321.470588235294,4027.941176470588,21115.29411764706,1585.5882352941176,43799.70588235294,24930.58823529412,604.4117647058824,17467.35294117647,3321.7647058823527,8307.35294117647,21156.17647058824,1910.8823529411768,5457.352941176471,918.8235294117646,7191.764705882353,66272.05882352941,12092.35294117647,677.9411764705883,35434.117647058825,40018.82352941176,1121.1764705882351,9600.882352941177,1304.3529411764705,286.0,836.1764705882354,138.0
"Obtain and examine all relevant information to assess validity of complaints and to determine possible causes, such as extreme weather conditions that could increase utility bills.",obtain and examine all relevant information to assess validity of complaints and to determine possible causes such as extreme weather conditions that could increase utility bills,Respond to customer problems or complaints.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,Customer Service Representatives,customer service representatives,43-4051.00,Customer Service Representatives,43-4051,43-4051.00,Customer Service Representatives,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.7144,False,2.777319230769231,3.63,55.68,0.9980772728847622,0.6,E1,E2,44770.0,38400.0,45150.0,45690.0,37840.0,49560.0,47540.0,48090.0,48190.0,48250.0,40440.0,39630.0,45650.0,43200.0,46130.0,43140.0,46090.0,40320.0,38700.0,37330.0,47160.0,42830.0,49120.0,43950.0,48800.0,36380.0,44190.0,45290.0,43940.0,40560.0,47300.0,47740.0,39030.0,48000.0,40240.0,44670.0,45610.0,38650.0,47450.0,44630.0,47550.0,38860.0,40650.0,42830.0,40420.0,43140.0,47500.0,42730.0,50330.0,38430.0,46970.0,42340.0,30350.0,26700.0,37140.0,2595750.0,33290.0,2410.0,87020.0,20680.0,176850.0,38770.0,24490.0,7470.0,7550.000000000001,228000.0,97850.0,8010.0,18770.0,100970.0,44630.0,30100.0,29200.0,38630.0,25780.0,7560.0,37740.0,49990.0,71310.0,53340.0,20860.0,50530.0,4910.0,15340.0,32110.0,12750.0,59690.0,16950.0,141090.0,89510.0,5750.0,85930.0,34460.0,19440.0,94340.0,7890.0,51000.0,6120.0,59730.0,337170.0,44490.0,2870.0,59850.0,39760.0,9860.0,50840.0,2110.0,720.0,20330.0,320.0
"Obtain and process information required for the provision of services, such as opening accounts, savings plans, and purchasing bonds.",obtain and process information required for the provision of services such as opening accounts savings plans and purchasing bonds,Obtain personal or financial information about customers or applicants.,Collect data about consumer needs or opinions.,Getting Information,Tellers,tellers,43-3071.00,Tellers,43-3071,43-3071.00,Tellers,Financial Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.6458132820019244,False,1.0536707692307692,4.02,54.5,0.1715688081418958,0.3,E2,E2,43030.0,37350.0,46770.0,45250.0,35710.0,46900.0,46060.0,46320.0,45340.0,45590.0,45580.0,41690.0,43910.0,42380.0,38670.0,38730.0,38450.0,36840.0,37210.0,35680.0,42890.0,46010.0,46900.0,39240.0,44190.0,36810.0,36650.0,38080.0,38140.0,44980.0,44460.0,47210.0,37680.0,44400.0,44830.0,39300.0,39810.0,35840.0,44440.0,40200.0,45300.0,42280.0,38460.0,36750.0,38050.0,38370.0,44030.0,45120.0,47670.0,34560.0,39640.0,38290.0,43030.0,30430.0,32750.0,329480.0,6770.0,1020.0,3770.0,4250.0,25230.0,5370.0,3220.0,1400.0,700.0,14700.0,7820.0,1760.0,2690.0,16960.0,8400.0,5470.0,4720.0,5350.0,4900.0,2410.0,3860.0,7190.0,13420.0,5740.0,3750.0,10030.0,1660.0,4590.0,1850.0,1550.0,10270.0,2330.0,15040.0,5260.0,1990.0,13890.0,7230.0,2990.0,14800.0,830.0,4400.0,1560.0,7560.0,25860.0,4790.0,930.0,7410.000000000001,9180.0,2620.0,9030.0,970.0,140.0,2850.0,130.0
"Obtain and record accurate patient history, including prior test results or information from physical examinations.",obtain and record accurate patient history including prior test results or information from physical examinations,Gather medical information from patient histories.,Collect information about patients or clients.,Getting Information,Diagnostic Medical Sonographers,diagnostic medical sonographers,29-2032.00,Diagnostic Medical Sonographers,29-2032,29-2032.00,Diagnostic Related Technologists and Technicians,Health Technologists and Technicians,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.644441876588861,False,6.038712307692308,4.63,98.79,0.3903422389941482,0.1771611828388712,E2,E2,96590.0,68180.0,105670.0,100040.0,81500.0,128530.0,108410.0,103230.0,98530.0,112020.0,82940.0,83250.0,124430.0,99920.0,100660.0,85040.0,86480.0,96310.0,91230.0,80710.0,95230.0,99210.0,107480.0,82490.0,102850.0,76520.0,100130.0,101000.0,82670.0,95980.0,103760.0,103150.0,87210.0,103920.0,86010.0,84340.0,82870.0,83670.0,120220.0,82710.0,92820.0,83290.0,80820.0,80640.0,92580.0,100100.0,104100.0,95660.0,121340.0,76820.0,102090.0,100650.0,96590.0,38090.0,96590.0,90160.0,1510.0,140.0,2070.0,640.0,10110.0,1430.0,990.0,220.0,160.0,6670.0,2700.0,210.0,510.0,3270.0,1380.0,740.0,670.0,940.0,1150.0,380.0,1760.0,2190.0,3100.0,1710.0,700.0,1930.0,230.0,780.0,640.0,400.0,3370.0,410.0,6880.0,2970.0,240.0,3160.0,1060.0,1210.0,2980.0,380.0,1340.0,370.0,1880.0,6960.0,740.0,140.0,2160.0,2190.0,780.0,1530.0,90.0,38.0,330.0,18.0
"Obtain and record accurate patient history, including prior test results or information from physical examinations.",obtain and record accurate patient history including prior test results or information from physical examinations,Record patient medical histories.,Maintain health or medical records.,Documenting/Recording Information,Diagnostic Medical Sonographers,diagnostic medical sonographers,29-2032.00,Diagnostic Medical Sonographers,29-2032,29-2032.00,Diagnostic Related Technologists and Technicians,Health Technologists and Technicians,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.644441876588861,False,6.038712307692308,4.63,98.79,0.3903422389941482,0.1771611828388712,E2,E2,96590.0,68180.0,105670.0,100040.0,81500.0,128530.0,108410.0,103230.0,98530.0,112020.0,82940.0,83250.0,124430.0,99920.0,100660.0,85040.0,86480.0,96310.0,91230.0,80710.0,95230.0,99210.0,107480.0,82490.0,102850.0,76520.0,100130.0,101000.0,82670.0,95980.0,103760.0,103150.0,87210.0,103920.0,86010.0,84340.0,82870.0,83670.0,120220.0,82710.0,92820.0,83290.0,80820.0,80640.0,92580.0,100100.0,104100.0,95660.0,121340.0,76820.0,102090.0,100650.0,96590.0,38090.0,96590.0,90160.0,1510.0,140.0,2070.0,640.0,10110.0,1430.0,990.0,220.0,160.0,6670.0,2700.0,210.0,510.0,3270.0,1380.0,740.0,670.0,940.0,1150.0,380.0,1760.0,2190.0,3100.0,1710.0,700.0,1930.0,230.0,780.0,640.0,400.0,3370.0,410.0,6880.0,2970.0,240.0,3160.0,1060.0,1210.0,2980.0,380.0,1340.0,370.0,1880.0,6960.0,740.0,140.0,2160.0,2190.0,780.0,1530.0,90.0,38.0,330.0,18.0
"Obtain and record patient information, including patient identification, medical history, and examination results.",obtain and record patient information including patient identification medical history and examination results,"Collect medical information from patients, family members, or other medical professionals.",Collect information about patients or clients.,Getting Information,"Physicians and Surgeons, All Other",physicians and surgeons all other,29-1069.00,Cardiologists,29-1212,29-1212.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.707340631036703,False,2.148299269230769,4.593999999999999,94.73685714285716,0.370555952432291,0.2110628390441118,E2,E2,409608.4615384616,460318.4023668639,432768.5207100592,409608.4615384616,409608.4615384616,306224.5562130178,409608.4615384616,451247.6923076923,409608.4615384616,360388.5207100592,301876.1538461539,399499.2307692308,409608.4615384616,308281.5976331361,459566.0946745562,458673.8461538461,361674.6153846154,409608.4615384616,348831.53846153844,409608.4615384616,409608.4615384616,398824.6153846154,380866.21301775146,418346.1538461539,399556.21301775146,325259.2899408284,544798.4615384615,409608.4615384616,498535.3846153846,409608.4615384616,409608.4615384616,302047.6923076923,407196.9822485207,389543.8461538461,371776.9822485207,400606.21301775146,435993.8461538461,376725.4437869822,409608.4615384616,487844.5562130178,458674.6153846154,373182.3668639053,401133.9053254438,502133.7869822485,359900.76923076925,264633.90532544383,421030.0591715976,433535.325443787,508005.3846153846,453558.5207100592,514364.5562130178,409608.4615384616,409608.4615384616,409608.4615384616,409608.4615384616,25684.615384615383,108.46153846153848,126.76923076923076,489.5384615384616,131.07692307692307,2670.7692307692305,512.3076923076924,400.7692307692308,84.61538461538461,117.6923076923077,1533.8461538461538,962.6153846153846,82.3076923076923,269.6923076923077,813.8461538461538,694.6153846153846,202.30769230769232,236.0,485.2307692307692,399.38461538461536,220.00000000000003,505.2307692307692,714.6153846153846,646.9230769230769,726.9230769230769,265.38461538461536,328.76923076923083,114.15384615384616,288.46153846153845,255.00000000000003,254.6153846153846,593.6923076923077,224.6153846153846,3186.1538461538457,520.7692307692307,99.23076923076924,980.7692307692308,161.53846153846155,548.4615384615385,602.3076923076924,183.84615384615384,140.0,126.15384615384616,548.1538461538462,1366.1538461538462,204.61538461538464,102.3076923076923,869.2307692307693,406.2307692307692,214.6153846153846,770.7692307692307,38.61538461538461,11.0,110.6153846153846,5.0
"Obtain and record patient information, including patient identification, medical history, and examination results.",obtain and record patient information including patient identification medical history and examination results,Record patient medical histories.,Maintain health or medical records.,Documenting/Recording Information,"Physicians and Surgeons, All Other",physicians and surgeons all other,29-1069.00,Cardiologists,29-1212,29-1212.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.707340631036703,False,2.148299269230769,4.593999999999999,94.73685714285716,0.370555952432291,0.2110628390441118,E2,E2,409608.4615384616,460318.4023668639,432768.5207100592,409608.4615384616,409608.4615384616,306224.5562130178,409608.4615384616,451247.6923076923,409608.4615384616,360388.5207100592,301876.1538461539,399499.2307692308,409608.4615384616,308281.5976331361,459566.0946745562,458673.8461538461,361674.6153846154,409608.4615384616,348831.53846153844,409608.4615384616,409608.4615384616,398824.6153846154,380866.21301775146,418346.1538461539,399556.21301775146,325259.2899408284,544798.4615384615,409608.4615384616,498535.3846153846,409608.4615384616,409608.4615384616,302047.6923076923,407196.9822485207,389543.8461538461,371776.9822485207,400606.21301775146,435993.8461538461,376725.4437869822,409608.4615384616,487844.5562130178,458674.6153846154,373182.3668639053,401133.9053254438,502133.7869822485,359900.76923076925,264633.90532544383,421030.0591715976,433535.325443787,508005.3846153846,453558.5207100592,514364.5562130178,409608.4615384616,409608.4615384616,409608.4615384616,409608.4615384616,25684.615384615383,108.46153846153848,126.76923076923076,489.5384615384616,131.07692307692307,2670.7692307692305,512.3076923076924,400.7692307692308,84.61538461538461,117.6923076923077,1533.8461538461538,962.6153846153846,82.3076923076923,269.6923076923077,813.8461538461538,694.6153846153846,202.30769230769232,236.0,485.2307692307692,399.38461538461536,220.00000000000003,505.2307692307692,714.6153846153846,646.9230769230769,726.9230769230769,265.38461538461536,328.76923076923083,114.15384615384616,288.46153846153845,255.00000000000003,254.6153846153846,593.6923076923077,224.6153846153846,3186.1538461538457,520.7692307692307,99.23076923076924,980.7692307692308,161.53846153846155,548.4615384615385,602.3076923076924,183.84615384615384,140.0,126.15384615384616,548.1538461538462,1366.1538461538462,204.61538461538464,102.3076923076923,869.2307692307693,406.2307692307692,214.6153846153846,770.7692307692307,38.61538461538461,11.0,110.6153846153846,5.0
"Obtain and study information about clients' products, needs, problems, advertising history, and business practices to offer effective sales presentations and appropriate product assistance.",obtain and study information about clients products needs problems advertising history and business practices to offer effective sales presentations and appropriate product assistance,Gather customer or product information to determine customer needs.,Collect data about consumer needs or opinions.,Getting Information,Advertising Sales Agents,advertising sales agents,41-3011.00,Advertising Sales Agents,41-3011,41-3011.00,Advertising Sales Agents,"Sales Representatives, Services",Sales and Related Occupations,2026-05-31,0.0226142528590069,4.93289976256839,False,1.9803846153846152,4.38,98.29,1.100459747330482,0.7,E2,E2,64820.0,50870.0,43840.0,62050.0,49120.0,80360.0,73420.0,61820.0,52480.0,75030.0,58420.0,58140.0,61290.0,53460.0,66290.0,57030.0,58480.0,48660.0,51580.0,48810.0,48780.0,59830.0,80500.0,64800.0,62660.0,46810.0,61440.0,46040.0,62890.0,64820.0,54870.0,69620.0,45620.0,98360.0,64820.0,50110.0,50410.0,57670.0,62810.0,58350.0,48040.0,68200.0,60190.0,40910.0,60280.0,74260.0,58750.0,64820.0,101320.0,44700.0,63270.0,47290.0,64820.0,44160.0,64820.0,91700.0,910.0,230.0,1160.0,900.0,9620.0,1110.0,740.0,140.0,320.0,6420.0,3150.0,310.0,220.0,3790.0,1410.0,900.0,920.0,620.0,860.0,400.0,880.0,1480.0,2040.0,1750.0,490.0,1640.0,240.0,1190.0,580.0,290.0,2110.0,300.0,13570.0,2220.0,260.0,3220.0,700.0,960.0,4260.0,340.0,1770.0,390.0,1820.0,6230.0,1110.0,160.0,2407.0,3510.0,290.0,1290.0,150.0,39.0,520.0,19.0
"Obtain and study information about clients' products, needs, problems, advertising history, and business practices to offer effective sales presentations and appropriate product assistance.",obtain and study information about clients products needs problems advertising history and business practices to offer effective sales presentations and appropriate product assistance,Study product information to acquire professional knowledge.,Maintain current knowledge in area of expertise.,Updating and Using Relevant Knowledge,Advertising Sales Agents,advertising sales agents,41-3011.00,Advertising Sales Agents,41-3011,41-3011.00,Advertising Sales Agents,"Sales Representatives, Services",Sales and Related Occupations,2026-05-31,0.0226142528590069,4.93289976256839,False,1.9803846153846152,4.38,98.29,1.100459747330482,0.7,E2,E2,64820.0,50870.0,43840.0,62050.0,49120.0,80360.0,73420.0,61820.0,52480.0,75030.0,58420.0,58140.0,61290.0,53460.0,66290.0,57030.0,58480.0,48660.0,51580.0,48810.0,48780.0,59830.0,80500.0,64800.0,62660.0,46810.0,61440.0,46040.0,62890.0,64820.0,54870.0,69620.0,45620.0,98360.0,64820.0,50110.0,50410.0,57670.0,62810.0,58350.0,48040.0,68200.0,60190.0,40910.0,60280.0,74260.0,58750.0,64820.0,101320.0,44700.0,63270.0,47290.0,64820.0,44160.0,64820.0,91700.0,910.0,230.0,1160.0,900.0,9620.0,1110.0,740.0,140.0,320.0,6420.0,3150.0,310.0,220.0,3790.0,1410.0,900.0,920.0,620.0,860.0,400.0,880.0,1480.0,2040.0,1750.0,490.0,1640.0,240.0,1190.0,580.0,290.0,2110.0,300.0,13570.0,2220.0,260.0,3220.0,700.0,960.0,4260.0,340.0,1770.0,390.0,1820.0,6230.0,1110.0,160.0,2407.0,3510.0,290.0,1290.0,150.0,39.0,520.0,19.0
Obtain and verify evidence by interviewing and observing suspects and witnesses or by analyzing records.,obtain and verify evidence by interviewing and observing suspects and witnesses or by analyzing records,Examine records or other types of data to investigate criminal activities.,Investigate criminal or legal matters.,Getting Information,Detectives and Criminal Investigators,detectives and criminal investigators,33-3021.00,Detectives and Criminal Investigators,33-3021,33-3021.00,Detectives and Criminal Investigators,Law Enforcement Workers,Protective Service Occupations,2026-05-31,0.0030529241359659,4.53548101405956,False,0.8869107692307692,4.33,97.82,0.6313377015667093,1.0,E0,E2,93790.0,66290.0,114940.0,102340.0,54500.0,124840.0,105480.0,95240.0,122050.0,160760.0,77060.0,65430.0,113940.0,72520.0,91190.0,70340.0,79560.0,75740.0,71670.0,60450.0,88310.0,126730.0,110150.0,90650.0,80000.0,58640.0,75650.0,92410.0,100530.0,94470.0,89290.0,116300.0,86840.0,101240.0,63280.0,82290.0,79300.0,80430.0,107450.0,97580.0,88450.0,62760.0,77730.0,77090.0,90510.0,78920.0,106330.0,112760.0,115790.0,92410.0,91040.0,81880.0,93790.0,70760.0,93790.0,19389.0,681.0,71.0,2669.0,285.0,6410.0,981.0,478.0,71.0,1515.0,3274.0,2577.0,224.0,320.0,1662.0,651.0,208.0,539.0,366.0,884.0,280.0,513.0,661.0,1128.0,1001.0,412.0,813.0,254.0,147.0,300.0,147.0,1566.0,1027.0,4880.0,1708.0,213.0,1088.0,620.0,264.0,1713.0,183.0,747.0,127.0,945.0,9592.0,280.0,97.0,1616.0,940.0,112.0,834.0,86.0,8.0,315.0,4.0
Obtain and verify evidence by interviewing and observing suspects and witnesses or by analyzing records.,obtain and verify evidence by interviewing and observing suspects and witnesses or by analyzing records,Observe individuals' activities to gather information or compile evidence.,"Investigate individuals' background, behavior, or activities.",Getting Information,Detectives and Criminal Investigators,detectives and criminal investigators,33-3021.00,Detectives and Criminal Investigators,33-3021,33-3021.00,Detectives and Criminal Investigators,Law Enforcement Workers,Protective Service Occupations,2026-05-31,0.0030529241359659,4.53548101405956,False,0.8869107692307692,4.33,97.82,0.6313377015667093,1.0,E0,E2,93790.0,66290.0,114940.0,102340.0,54500.0,124840.0,105480.0,95240.0,122050.0,160760.0,77060.0,65430.0,113940.0,72520.0,91190.0,70340.0,79560.0,75740.0,71670.0,60450.0,88310.0,126730.0,110150.0,90650.0,80000.0,58640.0,75650.0,92410.0,100530.0,94470.0,89290.0,116300.0,86840.0,101240.0,63280.0,82290.0,79300.0,80430.0,107450.0,97580.0,88450.0,62760.0,77730.0,77090.0,90510.0,78920.0,106330.0,112760.0,115790.0,92410.0,91040.0,81880.0,93790.0,70760.0,93790.0,19389.0,681.0,71.0,2669.0,285.0,6410.0,981.0,478.0,71.0,1515.0,3274.0,2577.0,224.0,320.0,1662.0,651.0,208.0,539.0,366.0,884.0,280.0,513.0,661.0,1128.0,1001.0,412.0,813.0,254.0,147.0,300.0,147.0,1566.0,1027.0,4880.0,1708.0,213.0,1088.0,620.0,264.0,1713.0,183.0,747.0,127.0,945.0,9592.0,280.0,97.0,1616.0,940.0,112.0,834.0,86.0,8.0,315.0,4.0
Obtain and verify evidence by interviewing and observing suspects and witnesses or by analyzing records.,obtain and verify evidence by interviewing and observing suspects and witnesses or by analyzing records,Interview people to gather information about criminal activities.,Interview people to obtain information.,Getting Information,Detectives and Criminal Investigators,detectives and criminal investigators,33-3021.00,Detectives and Criminal Investigators,33-3021,33-3021.00,Detectives and Criminal Investigators,Law Enforcement Workers,Protective Service Occupations,2026-05-31,0.0030529241359659,4.53548101405956,False,0.8869107692307692,4.33,97.82,0.6313377015667093,1.0,E0,E2,93790.0,66290.0,114940.0,102340.0,54500.0,124840.0,105480.0,95240.0,122050.0,160760.0,77060.0,65430.0,113940.0,72520.0,91190.0,70340.0,79560.0,75740.0,71670.0,60450.0,88310.0,126730.0,110150.0,90650.0,80000.0,58640.0,75650.0,92410.0,100530.0,94470.0,89290.0,116300.0,86840.0,101240.0,63280.0,82290.0,79300.0,80430.0,107450.0,97580.0,88450.0,62760.0,77730.0,77090.0,90510.0,78920.0,106330.0,112760.0,115790.0,92410.0,91040.0,81880.0,93790.0,70760.0,93790.0,19389.0,681.0,71.0,2669.0,285.0,6410.0,981.0,478.0,71.0,1515.0,3274.0,2577.0,224.0,320.0,1662.0,651.0,208.0,539.0,366.0,884.0,280.0,513.0,661.0,1128.0,1001.0,412.0,813.0,254.0,147.0,300.0,147.0,1566.0,1027.0,4880.0,1708.0,213.0,1088.0,620.0,264.0,1713.0,183.0,747.0,127.0,945.0,9592.0,280.0,97.0,1616.0,940.0,112.0,834.0,86.0,8.0,315.0,4.0
"Obtain customers' names, addresses, and billing information, product numbers, and specifications of items to be purchased, and enter this information on order forms.",obtain customers names addresses and billing information product numbers and specifications of items to be purchased and enter this information on order forms,Obtain personal or financial information about customers or applicants.,Collect data about consumer needs or opinions.,Getting Information,Order Clerks,order clerks,43-4151.00,Order Clerks,43-4151,43-4151.00,Order Clerks,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.741965348498876,False,2.69752,4.44,85.41,0.6099046289254861,0.3,E2,E1,46170.0,48840.0,37590.0,48590.0,41760.0,47290.0,49530.0,47500.0,41430.0,49150.0,44380.0,41720.0,46760.0,40110.0,47670.0,44340.0,44980.0,45200.0,40620.0,37520.0,47750.0,47700.0,55040.0,44240.0,48400.0,43040.0,46170.0,42000.0,44060.0,40560.0,48540.0,46270.0,41020.0,48320.0,46060.0,46170.0,46120.0,45850.0,50260.0,46840.0,49410.0,41740.0,48010.0,39160.0,44280.0,40260.0,49950.0,42580.0,47990.0,45320.0,47750.0,46170.0,46170.0,46170.0,46170.0,75200.0,80.0,70.0,760.0,290.0,12390.0,1970.0,710.0,170.0,170.0,3270.0,1750.0,210.0,90.0,3540.0,1800.0,680.0,310.0,930.0,660.0,300.0,850.0,1350.0,2290.0,1150.0,470.0,840.0,60.0,440.0,740.0,390.0,2640.0,310.0,3530.0,2990.0,206.0,3810.0,2210.0,790.0,2570.0,170.0,740.0,330.0,2260.0,5180.0,880.0,146.0,1690.0,4300.0,100.0,1540.0,135.0,32.0,451.0,15.0
"Obtain information needed to complete legal documents, such as death certificates or burial permits.",obtain information needed to complete legal documents such as death certificates or burial permits,Gather information in order to provide services to clients.,Gather information from physical or electronic sources.,Getting Information,"Morticians, Undertakers, and Funeral Directors",morticians undertakers and funeral directors,39-4031.00,"Morticians, Undertakers, and Funeral Arrangers",39-4031,39-4031.00,"Morticians, Undertakers, and Funeral Arrangers",Funeral Service Workers,Personal Care and Service Occupations,2026-05-31,0.0113071264295034,4.759776536312849,False,0.730596923076923,4.82,98.67,0.1624079739465114,0.3,E2,E1,55010.0,44930.0,55010.0,41870.0,36120.0,50750.0,60850.0,59710.0,81530.0,55010.0,48510.0,49990.0,46310.0,60250.0,69600.0,60890.0,63700.0,58580.0,43320.0,46730.0,60880.0,58060.0,62120.0,60450.0,49760.0,48350.0,42940.0,43680.0,64310.0,43940.0,57630.0,69110.0,50380.0,63090.0,60730.0,59760.0,57800.0,47780.0,48630.0,63580.0,55420.0,40020.0,47840.0,46180.0,46630.0,72800.0,48740.0,55010.0,59700.0,47960.0,58250.0,55570.0,55010.0,25630.0,55010.0,25100.0,420.0,52.0,360.0,360.0,2240.0,320.0,300.0,80.0,113.0,1510.0,780.0,150.0,160.0,1320.0,630.0,640.0,230.0,470.0,440.0,80.0,500.0,430.0,810.0,500.0,320.0,790.0,110.0,210.0,280.0,80.0,580.0,100.0,1030.0,1000.0,110.0,1370.0,380.0,220.0,910.0,40.0,400.0,200.0,550.0,1500.0,240.0,40.0,659.0,400.0,180.0,580.0,40.0,11.0,70.0,5.0
"Obtain, organize, or develop training procedure manuals, guides, or course materials, such as handouts or visual materials.",obtain organize or develop training procedure manuals guides or course materials such as handouts or visual materials,Develop training materials.,Prepare informational or instructional materials.,Documenting/Recording Information,Training and Development Specialists,training and development specialists,13-1151.00,Training and Development Specialists,13-1151,13-1151.00,Training and Development Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0226142528590069,4.858753649451324,False,0.6090507692307692,4.62,100.0,0.9672585013596434,2.194521165699381,E1,E1,69280.0,64490.0,81860.0,67140.0,52290.0,75790.0,75790.0,78080.0,88570.0,80980.0,71990.0,67320.0,60960.0,61720.0,67380.0,61050.0,66110.0,62010.0,61390.0,58070.0,65680.0,76370.0,80270.0,64350.0,76710.0,53680.0,58670.0,62880.0,65700.0,61350.0,86050.0,77020.0,62900.0,76080.0,65250.0,63260.0,64780.0,61040.0,76360.0,71350.0,75910.0,63070.0,61570.0,62280.0,62860.0,60900.0,77800.0,77690.0,81860.0,64960.0,70770.0,69380.0,42950.0,47820.0,50430.0,458300.0,3000.0,530.0,9484.0,3880.0,46530.0,12100.0,3650.0,1590.0,1900.0,34130.0,16200.0,1200.0,2430.0,15140.0,8450.0,4670.0,5150.0,6090.0,3030.0,1600.0,9800.0,12190.0,10640.0,9650.0,2820.0,8596.0,900.0,3650.0,3440.0,2001.0,9210.0,2190.0,27460.0,20220.0,670.0,17690.0,5440.0,5190.0,14780.0,1130.0,6960.0,520.0,9370.0,46630.0,6140.0,750.0,15570.0,8130.0,1710.0,9360.0,550.0,50.0,2748.0,40.0
"Obtain, organize, or develop training procedure manuals, guides, or course materials, such as handouts or visual materials.",obtain organize or develop training procedure manuals guides or course materials such as handouts or visual materials,Coordinate training activities.,Manage human resources activities.,"Guiding, Directing, and Motivating Subordinates",Training and Development Specialists,training and development specialists,13-1151.00,Training and Development Specialists,13-1151,13-1151.00,Training and Development Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0226142528590069,4.858753649451324,False,0.6090507692307692,4.62,100.0,0.9672585013596434,2.194521165699381,E1,E1,69280.0,64490.0,81860.0,67140.0,52290.0,75790.0,75790.0,78080.0,88570.0,80980.0,71990.0,67320.0,60960.0,61720.0,67380.0,61050.0,66110.0,62010.0,61390.0,58070.0,65680.0,76370.0,80270.0,64350.0,76710.0,53680.0,58670.0,62880.0,65700.0,61350.0,86050.0,77020.0,62900.0,76080.0,65250.0,63260.0,64780.0,61040.0,76360.0,71350.0,75910.0,63070.0,61570.0,62280.0,62860.0,60900.0,77800.0,77690.0,81860.0,64960.0,70770.0,69380.0,42950.0,47820.0,50430.0,458300.0,3000.0,530.0,9484.0,3880.0,46530.0,12100.0,3650.0,1590.0,1900.0,34130.0,16200.0,1200.0,2430.0,15140.0,8450.0,4670.0,5150.0,6090.0,3030.0,1600.0,9800.0,12190.0,10640.0,9650.0,2820.0,8596.0,900.0,3650.0,3440.0,2001.0,9210.0,2190.0,27460.0,20220.0,670.0,17690.0,5440.0,5190.0,14780.0,1130.0,6960.0,520.0,9370.0,46630.0,6140.0,750.0,15570.0,8130.0,1710.0,9360.0,550.0,50.0,2748.0,40.0
Offer counsel and comfort to bereaved families or friends.,offer counsel and comfort to bereaved families or friends,"Provide counsel, comfort, or encouragement to individuals or families.",Counsel others about personal matters.,Providing Consultation and Advice to Others,"Personal Care and Service Workers, All Other",personal care and service workers all other,39-9099.00,Crematory Operators,39-4012,39-4012.00,Embalmers and Crematory Operators,Funeral Service Workers,Personal Care and Service Occupations,2026-05-31,0.0015264620679829,4.35483870967742,False,0.8903815384615384,4.45,100.0,0.7066378163798367,0.7,E2,E0,43650.0,33840.0,43650.0,49970.0,43650.0,49780.0,52060.0,47160.0,50320.0,43650.0,38710.0,43650.0,43650.0,43650.0,41740.0,40650.0,35120.0,46490.0,37740.0,43650.0,43650.0,43650.0,56050.0,40970.0,43650.0,43650.0,43650.0,43650.0,43650.0,46190.0,43650.0,43650.0,43650.0,43650.0,41350.0,43650.0,43530.0,43650.0,37020.0,47980.0,43650.0,43650.0,43650.0,35880.0,33270.0,43650.0,43650.0,43650.0,53580.0,43840.0,64220.0,43650.0,43650.0,43650.0,43650.0,2970.0,40.0,6.0,40.0,25.0,240.0,70.0,100.0,30.0,13.0,320.0,93.0,12.0,16.0,190.0,190.0,30.0,50.0,50.0,37.0,12.0,52.0,30.0,130.0,56.0,22.0,56.0,10.0,19.0,80.0,13.0,81.0,17.0,184.0,150.0,8.0,60.0,32.0,100.0,140.0,10.0,44.0,9.0,62.0,270.0,33.0,6.0,78.0,70.0,30.0,56.0,5.0,1.0,18.0,1.0
Offer counsel and comfort to bereaved families or friends.,offer counsel and comfort to bereaved families or friends,"Provide counsel, comfort, or encouragement to individuals or families.",Counsel others about personal matters.,Providing Consultation and Advice to Others,"Morticians, Undertakers, and Funeral Directors",morticians undertakers and funeral directors,39-4031.00,"Morticians, Undertakers, and Funeral Arrangers",39-4031,39-4031.00,"Morticians, Undertakers, and Funeral Arrangers",Funeral Service Workers,Personal Care and Service Occupations,2026-05-31,0.0015264620679829,4.35483870967742,False,0.8903815384615384,4.45,100.0,0.484030039748954,0.7,E2,E0,55010.0,44930.0,55010.0,41870.0,36120.0,50750.0,60850.0,59710.0,81530.0,55010.0,48510.0,49990.0,46310.0,60250.0,69600.0,60890.0,63700.0,58580.0,43320.0,46730.0,60880.0,58060.0,62120.0,60450.0,49760.0,48350.0,42940.0,43680.0,64310.0,43940.0,57630.0,69110.0,50380.0,63090.0,60730.0,59760.0,57800.0,47780.0,48630.0,63580.0,55420.0,40020.0,47840.0,46180.0,46630.0,72800.0,48740.0,55010.0,59700.0,47960.0,58250.0,55570.0,55010.0,25630.0,55010.0,25100.0,420.0,52.0,360.0,360.0,2240.0,320.0,300.0,80.0,113.0,1510.0,780.0,150.0,160.0,1320.0,630.0,640.0,230.0,470.0,440.0,80.0,500.0,430.0,810.0,500.0,320.0,790.0,110.0,210.0,280.0,80.0,580.0,100.0,1030.0,1000.0,110.0,1370.0,380.0,220.0,910.0,40.0,400.0,200.0,550.0,1500.0,240.0,40.0,659.0,400.0,180.0,580.0,40.0,11.0,70.0,5.0
Offer counsel and comfort to families and friends of the deceased.,offer counsel and comfort to families and friends of the deceased,"Provide counsel, comfort, or encouragement to individuals or families.",Counsel others about personal matters.,Providing Consultation and Advice to Others,Funeral Service Managers,funeral service managers,11-9061.00,Funeral Home Managers,11-9171,11-9171.00,Personal Service Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.732935153583617,False,0.8119784615384615,4.58,99.65,0.3984101746370036,0.6,E1,E0,78790.0,63010.0,78790.0,61420.0,60260.0,82370.0,78790.0,102810.0,78790.0,78790.0,72180.0,79010.0,61440.0,78790.0,78790.0,77910.0,81220.0,61890.0,47040.0,81930.0,76020.0,100670.0,80790.0,77140.0,79900.0,63390.0,66670.0,84900.0,78590.0,60750.0,83200.0,101520.0,82850.0,103530.0,80730.0,68080.0,99440.0,64440.0,80350.0,104400.0,122150.0,77400.0,100880.0,78130.0,67740.0,82510.0,78790.0,81700.0,102540.0,71990.0,79560.0,78790.0,78790.0,78790.0,78790.0,13910.0,490.0,29.0,200.0,230.0,760.0,120.0,90.0,60.0,62.0,1050.0,420.0,90.0,76.0,270.0,300.0,210.0,130.0,400.0,190.0,60.0,260.0,280.0,430.0,500.0,140.0,560.0,50.0,110.0,100.0,60.0,420.0,60.0,820.0,460.0,40.0,420.0,200.0,90.0,560.0,120.0,220.0,70.0,430.0,1230.0,160.0,27.0,310.0,80.0,150.0,440.0,25.0,6.0,83.0,3.0
Offer specific training programs to help workers maintain or improve job skills.,offer specific training programs to help workers maintain or improve job skills,Train personnel to enhance job skills.,Train others on operational or work procedures.,Training and Teaching Others,Training and Development Specialists,training and development specialists,13-1151.00,Training and Development Specialists,13-1151,13-1151.00,Training and Development Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.555244475552445,False,0.6192307692307693,4.43,95.45,0.2910325297024597,0.7,E1,E2,69280.0,64490.0,81860.0,67140.0,52290.0,75790.0,75790.0,78080.0,88570.0,80980.0,71990.0,67320.0,60960.0,61720.0,67380.0,61050.0,66110.0,62010.0,61390.0,58070.0,65680.0,76370.0,80270.0,64350.0,76710.0,53680.0,58670.0,62880.0,65700.0,61350.0,86050.0,77020.0,62900.0,76080.0,65250.0,63260.0,64780.0,61040.0,76360.0,71350.0,75910.0,63070.0,61570.0,62280.0,62860.0,60900.0,77800.0,77690.0,81860.0,64960.0,70770.0,69380.0,42950.0,47820.0,50430.0,458300.0,3000.0,530.0,9484.0,3880.0,46530.0,12100.0,3650.0,1590.0,1900.0,34130.0,16200.0,1200.0,2430.0,15140.0,8450.0,4670.0,5150.0,6090.0,3030.0,1600.0,9800.0,12190.0,10640.0,9650.0,2820.0,8596.0,900.0,3650.0,3440.0,2001.0,9210.0,2190.0,27460.0,20220.0,670.0,17690.0,5440.0,5190.0,14780.0,1130.0,6960.0,520.0,9370.0,46630.0,6140.0,750.0,15570.0,8130.0,1710.0,9360.0,550.0,50.0,2748.0,40.0
"Open, read, route, and distribute incoming mail or other materials and answer routine letters.",open read route and distribute incoming mail or other materials and answer routine letters,Route mail to correct destinations.,Process shipments or mail.,Performing Administrative Activities,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",secretaries and administrative assistants except legal medical and executive,43-6014.00,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",43-6014,43-6014.00,Secretaries and Administrative Assistants,Secretaries and Administrative Assistants,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.991488925348646,True,1.387845,3.67,81.43,0.1027357677072705,0.1,E1,E1,47540.0,41630.0,48530.0,47940.0,37630.0,55400.0,48690.0,57210.0,47970.0,59910.0,45900.0,41600.0,50830.0,43710.0,48310.0,44270.0,45150.0,42270.0,44200.0,38790.0,49820.0,48680.0,57940.0,46020.0,51400.0,37340.0,43540.0,43940.0,46760.0,46570.0,48080.0,50260.0,46450.0,49600.0,45790.0,47480.0,46230.0,39660.0,51740.0,46270.0,52140.0,44880.0,41700.0,45810.0,45140.0,47050.0,48920.0,47620.0,57330.0,40370.0,47710.0,45450.0,36030.0,25730.0,44040.0,1706790.0,45050.0,5390.0,31220.000000000004,8590.0,158630.0,29120.0,22650.0,6320.0,11800.0,104000.0,44430.0,7020.0,7570.0,74280.0,20100.0,12830.0,32120.000000000004,18420.0,28040.0,6740.0,54890.0,37750.0,40830.0,31330.0,14720.0,33180.0,4520.0,16240.000000000002,16790.0,9050.0,65960.0,25430.0,122490.0,43690.0,5800.0,54790.0,20120.0,23150.0,65310.0,5200.0,30180.0,6120.0,34580.0,149650.0,14870.0,3360.0,31580.000000000004,31710.0,8820.0,28100.0,2250.0,1610.0,17810.0,530.0
"Open, read, route, and distribute incoming mail or other materials and answer routine letters.",open read route and distribute incoming mail or other materials and answer routine letters,Distribute incoming mail.,"Distribute materials, supplies, or resources.",Monitoring and Controlling Resources,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",secretaries and administrative assistants except legal medical and executive,43-6014.00,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",43-6014,43-6014.00,Secretaries and Administrative Assistants,Secretaries and Administrative Assistants,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.991488925348646,True,1.387845,3.67,81.43,0.1027357677072705,0.1,E1,E1,47540.0,41630.0,48530.0,47940.0,37630.0,55400.0,48690.0,57210.0,47970.0,59910.0,45900.0,41600.0,50830.0,43710.0,48310.0,44270.0,45150.0,42270.0,44200.0,38790.0,49820.0,48680.0,57940.0,46020.0,51400.0,37340.0,43540.0,43940.0,46760.0,46570.0,48080.0,50260.0,46450.0,49600.0,45790.0,47480.0,46230.0,39660.0,51740.0,46270.0,52140.0,44880.0,41700.0,45810.0,45140.0,47050.0,48920.0,47620.0,57330.0,40370.0,47710.0,45450.0,36030.0,25730.0,44040.0,1706790.0,45050.0,5390.0,31220.000000000004,8590.0,158630.0,29120.0,22650.0,6320.0,11800.0,104000.0,44430.0,7020.0,7570.0,74280.0,20100.0,12830.0,32120.000000000004,18420.0,28040.0,6740.0,54890.0,37750.0,40830.0,31330.0,14720.0,33180.0,4520.0,16240.000000000002,16790.0,9050.0,65960.0,25430.0,122490.0,43690.0,5800.0,54790.0,20120.0,23150.0,65310.0,5200.0,30180.0,6120.0,34580.0,149650.0,14870.0,3360.0,31580.000000000004,31710.0,8820.0,28100.0,2250.0,1610.0,17810.0,530.0
"Open, sort, and distribute incoming correspondence, including faxes and email.",open sort and distribute incoming correspondence including faxes and email,Sort mail.,Sort materials or products.,Processing Information,Executive Secretaries and Executive Administrative Assistants,executive secretaries and executive administrative assistants,43-6011.00,Executive Secretaries and Executive Administrative Assistants,43-6011,43-6011.00,Secretaries and Administrative Assistants,Secretaries and Administrative Assistants,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.98749487494875,True,2.330183846153846,4.01,91.1,0.1850875763038578,0.1,E0,E1,76590.0,69450.0,66210.0,70770.0,51600.0,89000.0,65850.0,82520.0,78920.0,90850.0,64710.0,68290.0,80710.0,60200.0,74390.0,59080.0,62340.0,64860.0,62410.0,53240.0,64100.0,78540.0,82650.0,66840.0,78470.0,55670.0,60320.0,59750.0,66210.0,67830.0,71650.0,89520.0,73890.0,80640.0,70140.0,61270.0,69600.0,59910.0,75480.0,75270.0,77820.0,60890.0,55170.0,68190.0,71990.0,61130.0,70770.0,80330.0,79250.0,63820.0,68920.0,52210.0,43930.0,37120.0,56720.0,459910.0,2880.0,1320.0,6490.0,2070.0,59640.0,10340.0,6490.0,1320.0,4560.0,19220.0,14560.0,1440.0,1180.0,14900.0,5060.0,4150.0,2750.0,2700.0,9270.0,2320.0,13960.0,14820.0,9030.0,7970.0,1240.0,8500.0,550.0,1860.0,2670.0,1210.0,11690.0,2800.0,88890.0,8890.0,540.0,10940.0,2810.0,6000.0,12910.0,950.0,3880.0,1230.0,5360.0,34520.0,5440.0,770.0,10360.0,11560.0,860.0,4480.0,560.0,80.0,7100.0,170.0
"Open, sort, and distribute incoming correspondence, including faxes and email.",open sort and distribute incoming correspondence including faxes and email,Distribute incoming mail.,"Distribute materials, supplies, or resources.",Monitoring and Controlling Resources,Executive Secretaries and Executive Administrative Assistants,executive secretaries and executive administrative assistants,43-6011.00,Executive Secretaries and Executive Administrative Assistants,43-6011,43-6011.00,Secretaries and Administrative Assistants,Secretaries and Administrative Assistants,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.98749487494875,True,2.330183846153846,4.01,91.1,0.1850875763038578,0.1,E0,E1,76590.0,69450.0,66210.0,70770.0,51600.0,89000.0,65850.0,82520.0,78920.0,90850.0,64710.0,68290.0,80710.0,60200.0,74390.0,59080.0,62340.0,64860.0,62410.0,53240.0,64100.0,78540.0,82650.0,66840.0,78470.0,55670.0,60320.0,59750.0,66210.0,67830.0,71650.0,89520.0,73890.0,80640.0,70140.0,61270.0,69600.0,59910.0,75480.0,75270.0,77820.0,60890.0,55170.0,68190.0,71990.0,61130.0,70770.0,80330.0,79250.0,63820.0,68920.0,52210.0,43930.0,37120.0,56720.0,459910.0,2880.0,1320.0,6490.0,2070.0,59640.0,10340.0,6490.0,1320.0,4560.0,19220.0,14560.0,1440.0,1180.0,14900.0,5060.0,4150.0,2750.0,2700.0,9270.0,2320.0,13960.0,14820.0,9030.0,7970.0,1240.0,8500.0,550.0,1860.0,2670.0,1210.0,11690.0,2800.0,88890.0,8890.0,540.0,10940.0,2810.0,6000.0,12910.0,950.0,3880.0,1230.0,5360.0,34520.0,5440.0,770.0,10360.0,11560.0,860.0,4480.0,560.0,80.0,7100.0,170.0
Operate and calibrate computer systems and devices to comply with test requirements and to perform data acquisition and analysis.,operate and calibrate computer systems and devices to comply with test requirements and to perform data acquisition and analysis,Operate computer systems.,Operate computer systems or computerized equipment.,Working with Computers,Aerospace Engineering and Operations Technicians,aerospace engineering and operations technicians,17-3021.00,Aerospace Engineering and Operations Technologists and Technicians,17-3021,17-3021.00,"Engineering Technologists and Technicians, Except Drafters","Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.836988612399831,True,1.1161276923076924,4.44,70.23,0.209224338897561,0.3,E2,E1,82890.0,62130.0,105780.0,75230.0,82890.0,99000.0,98990.0,79410.0,82890.0,82890.0,78560.0,82890.0,82890.0,82890.0,82890.0,62520.0,82890.0,78350.0,82890.0,82890.0,82890.0,91820.0,79420.0,69840.0,71240.0,82890.0,82890.0,82890.0,82890.0,102980.0,82890.0,82890.0,66460.0,64480.0,82890.0,82890.0,79310.0,45590.0,81100.0,60770.0,82890.0,82890.0,82890.0,82890.0,78350.0,76680.0,82890.0,81040.0,125160.0,82890.0,82890.0,82890.0,82890.0,82890.0,82890.0,11280.0,140.0,40.0,380.0,94.0,1560.0,660.0,70.0,35.0,51.0,770.0,400.0,45.0,62.0,439.0,480.0,112.0,580.0,144.0,139.0,46.0,200.0,30.0,70.0,213.0,84.0,212.0,37.0,74.0,50.0,49.0,309.0,63.0,330.0,190.0,31.0,900.0,30.0,120.0,80.0,36.0,120.0,33.0,236.0,950.0,400.0,22.0,270.0,1590.0,51.0,212.0,20.0,5.0,68.0,2.0
"Operate and manage land-information computer systems, performing tasks such as storing data, making inquiries, and producing plots and reports.",operate and manage landinformation computer systems performing tasks such as storing data making inquiries and producing plots and reports,Operate computer systems.,Operate computer systems or computerized equipment.,Working with Computers,Surveying and Mapping Technicians,surveying and mapping technicians,17-3031.00,Surveying and Mapping Technicians,17-3031,17-3031.00,Surveying and Mapping Technicians,"Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.888888888888888,False,1.802996923076923,4.0,95.83,0.271495003505843,0.3,E2,E2,54240.0,46450.0,76970.0,54080.0,46370.0,78110.0,57890.0,58900.0,57130.0,54240.0,48040.0,48810.0,55580.0,52630.0,57470.0,56440.0,58950.0,50900.0,46050.0,49440.0,56470.0,61600.0,58730.0,50340.0,73190.0,47320.0,51700.0,60330.0,48080.0,58790.0,57290.0,60720.0,56210.0,57360.0,53160.0,60870.0,60330.0,46760.0,55790.0,58270.0,60320.0,43740.0,50050.0,50370.0,47680.0,59600.0,56460.0,56760.0,62720.0,48530.0,59080.0,58220.0,54240.0,32370.0,54240.0,58010.0,1320.0,300.0,700.0,810.0,3340.0,2340.0,380.0,180.0,260.0,4810.0,1890.0,140.0,450.0,1110.0,1060.0,390.0,730.0,920.0,930.0,220.0,470.0,640.0,690.0,1060.0,550.0,720.0,430.0,770.0,680.0,260.0,750.0,610.0,2540.0,4100.0,160.0,1350.0,810.0,1280.0,1340.0,110.0,1420.0,110.0,1340.0,8720.0,360.0,40.0,2440.0,1030.0,370.0,660.0,150.0,25.0,90.0,12.0
Operate computer-assisted engineering or design software or equipment to perform engineering tasks.,operate computerassisted engineering or design software or equipment to perform engineering tasks,Operate computer systems.,Operate computer systems or computerized equipment.,Working with Computers,Electrical Engineers,electrical engineers,17-2071.00,Electrical Engineers,17-2071,17-2071.00,Electrical and Electronics Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0113071264295034,4.763858093126386,False,1.6531834615384615,3.83,95.26,0.2637774883151539,0.2,E2,E1,120630.0,125630.0,125970.0,100550.0,96860.0,144040.0,120760.0,104160.0,126970.0,143000.0,104780.0,120630.0,106350.0,129340.0,107860.0,102670.0,105820.0,102630.0,98550.0,123710.0,114620.0,125150.0,127720.0,106070.0,109510.0,104990.0,118670.0,87360.0,107260.0,107400.0,135710.0,125370.0,158520.0,119010.0,110130.0,110810.0,100620.0,107760.0,125160.0,110820.0,120630.0,98440.0,98980.0,104450.0,129450.0,105720.0,111310.0,119030.0,132710.0,113420.0,99700.0,111740.0,64190.0,74250.0,120630.0,198750.0,4600.0,350.0,5370.0,900.0,24230.0,4200.0,2930.0,660.0,330.0,9220.0,5950.0,1080.0,1000.0,5460.0,4000.0,1280.0,2100.0,1540.0,990.0,1150.0,4650.0,5040.0,10840.0,3150.0,1130.0,2410.0,790.0,1060.0,1100.0,1600.0,2940.0,2560.0,8770.0,7090.0,260.0,6360.0,2080.0,2540.0,6970.0,670.0,3490.0,530.0,2830.0,20870.0,1680.0,820.0,7260.0,7610.0,500.0,3550.0,280.0,200.0,330.0,41.0
"Operate desktop publishing software and equipment to design, lay out, and produce camera-ready copy.",operate desktop publishing software and equipment to design lay out and produce cameraready copy,"Format digital documents, data, or images.",Process digital or online data.,Working with Computers,Desktop Publishers,desktop publishers,43-9031.00,Desktop Publishers,43-9031,43-9031.00,Desktop Publishers,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.5,True,4.661161538461539,4.75,89.52,1.090454694201527,0.3,E2,E2,55290.0,55290.0,55290.0,52000.0,55290.0,71930.0,77750.0,55290.0,55290.0,55290.0,52720.0,39460.0,55290.0,55290.0,61350.0,49070.0,55290.0,55290.0,45760.0,47130.0,47100.0,69820.0,61170.0,45300.0,54930.0,55290.0,55290.0,55290.0,36280.0,55290.0,48300.0,63020.0,55290.0,56660.0,43700.0,55290.0,53380.0,46040.0,50650.0,55290.0,55290.0,62320.0,55290.0,44440.0,57760.0,55290.0,53550.0,55290.0,55290.0,55290.0,46010.0,55290.0,55290.0,55290.0,55290.0,3350.0,45.0,90.0,30.0,28.0,320.0,62.0,36.0,10.0,15.0,150.0,230.0,13.0,18.0,150.0,130.0,33.0,31.0,40.0,40.0,30.0,140.0,80.0,40.0,90.0,25.0,63.0,11.0,40.0,33.0,30.0,100.0,19.0,350.0,80.0,9.0,60.0,40.0,90.0,140.0,11.0,40.0,10.0,40.0,270.0,37.0,50.0,50.0,76.0,15.0,40.0,6.0,1.0,20.0,1.0
Operate master consoles to monitor the performance of computer systems and networks and to coordinate computer network access and use.,operate master consoles to monitor the performance of computer systems and networks and to coordinate computer network access and use,Monitor the performance of computer networks.,Monitor operation of computer or information technologies.,"Monitoring Processes, Materials, or Surroundings",Network and Computer Systems Administrators,network and computer systems administrators,15-1142.00,Network and Computer Systems Administrators,15-1244,15-1244.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.976780531368608,False,2.319996153846154,3.87,84.6,0.1722392067962367,0.1,E2,E1,99130.0,81400.0,97500.0,90280.0,81590.0,106440.0,103370.0,105880.0,94200.0,110970.0,95200.0,97170.0,101450.0,91880.0,100080.0,84550.0,84500.0,83340.0,87020.0,90160.0,83890.0,118290.0,110980.0,92750.0,101870.0,79990.0,80870.0,80950.0,84700.0,103440.0,100230.0,116420.0,90790.0,105810.0,95230.0,86450.0,97570.0,83990.0,102000.0,86140.0,103100.0,92520.0,75010.0,88100.0,101240.0,95820.0,86020.0,109610.0,103910.0,74490.0,83650.0,75220.0,59820.0,54200.0,99130.0,314340.0,5040.0,920.0,5810.0,1750.0,26170.0,8360.0,2170.0,850.0,1320.0,26890.0,9190.0,1490.0,1010.0,9820.0,4310.0,3110.0,4100.0,2800.0,1789.9999999999998,920.0,9230.0,8270.0,6899.999999999999,4550.0,1380.0,5810.0,850.0,1560.0,1980.0,1660.0,9280.0,1220.0,18220.0,13850.000000000002,930.0,15130.0,2580.0,4880.0,7750.0,1060.0,3579.9999999999995,1690.0,5070.0,34840.0,2050.0,560.0,12430.0,8600.0,1510.0,8470.0,610.0,90.0,890.0000000000001,64.0
"Operate scanners or related computer equipment to digitize negatives, photographic prints, or other images.",operate scanners or related computer equipment to digitize negatives photographic prints or other images,Operate digital imaging equipment.,Process digital or online data.,Working with Computers,Photographic Process Workers and Processing Machine Operators,photographic process workers and processing machine operators,51-9151.00,Photographic Process Workers and Processing Machine Operators,51-9151,51-9151.00,Photographic Process Workers and Processing Machine Operators,Other Production Occupations,Production Occupations,2026-05-31,0.0113071264295034,4.957040331547558,True,3.698447692307692,4.36,96.81,0.3047884055990939,0.1,E0,E2,40610.0,29850.0,40610.0,36650.0,40610.0,47320.0,40610.0,37460.0,42220.0,40610.0,46840.0,34790.0,40610.0,40610.0,37940.0,37670.0,43310.0,40610.0,37430.0,36500.0,40610.0,45600.0,38400.0,38610.0,40610.0,40610.0,33540.0,40610.0,40610.0,40610.0,40610.0,43300.0,40610.0,57760.0,35580.0,40610.0,29770.0,40610.0,39940.0,37340.0,40610.0,30010.0,40610.0,29050.0,35950.0,39510.0,40610.0,47380.0,46280.0,40610.0,46480.0,40610.0,40610.0,40610.0,40610.0,4800.0,40.0,10.0,99.0,40.0,740.0,88.0,80.0,30.0,22.0,450.0,50.0,19.0,26.0,187.0,240.0,90.0,44.0,120.0,60.0,20.0,200.0,112.0,150.0,90.0,36.0,100.0,16.0,31.0,48.0,21.0,110.0,27.0,400.0,320.0,13.0,190.0,52.0,40.0,160.0,15.0,50.0,14.0,110.0,160.0,60.0,9.0,110.0,80.0,22.0,60.0,9.0,2.0,29.0,1.0
"Operate various types of equipment, such as computer scanning equipment, addressographs, mimeographs, optical character readers, and bar-code sorters.",operate various types of equipment such as computer scanning equipment addressographs mimeographs optical character readers and barcode sorters,Operate computers or computerized equipment.,Operate computer systems or computerized equipment.,Working with Computers,"Postal Service Mail Sorters, Processors, and Processing Machine Operators",postal service mail sorters processors and processing machine operators,43-5053.00,"Postal Service Mail Sorters, Processors, and Processing Machine Operators",43-5053,43-5053.00,Postal Service Workers,"Material Recording, Scheduling, Dispatching, and Distributing Workers",Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.962999999999999,True,4.641763846153847,4.35,71.91,0.9488385541140888,0.3,E0,E0,58470.0,57430.0,55350.0,55350.0,58470.0,59490.0,58470.0,58470.0,58470.0,66750.0,57430.0,53290.0,59490.0,57430.0,58300.0,48880.0,60530.0,54540.0,57430.0,58470.0,59490.0,58470.0,58470.0,59490.0,59740.0,57800.0,57430.0,57430.0,59490.0,58470.0,58300.0,60530.0,58470.0,58470.0,55350.0,59840.0,58470.0,58470.0,57890.0,57430.0,59490.0,58390.0,61570.0,56390.0,56390.0,57430.0,59490.0,58300.0,59490.0,58470.0,58470.0,60530.0,60530.0,56390.0,58470.0,105200.0,1150.0,230.0,2180.0,570.0,10090.0,1910.0,1020.0,410.0,400.0,7240.0,3050.0,370.0,250.0,5370.0,2600.0,1040.0,870.0,950.0,1200.0,440.0,2430.0,2910.0,3370.0,1840.0,350.0,2730.0,270.0,640.0,920.0,690.0,3660.0,350.0,8290.0,4040.0,240.0,3700.0,790.0,1090.0,5630.0,600.0,1280.0,210.0,2850.0,7900.0,860.0,110.0,2420.0,1770.0,410.0,1420.0,120.0,30.0,780.0,22.0
"Optimize digital assets, such as text, graphics, or multimedia assets, for search engine optimization (SEO) or for display and usability on internet-connected devices.",optimize digital assets such as text graphics or multimedia assets for search engine optimization seo or for display and usability on internetconnected devices,Design websites or web applications.,Design computer or information systems or applications.,Thinking Creatively,Search Marketing Strategists,search marketing strategists,15-1199.10,Search Marketing Strategists,13-1161,13-1161.01,Market Research Analysts and Marketing Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.7612000000000005,False,1.308426153846154,4.52,100.0,0.3071839851799295,0.3,E2,E2,78760.0,59530.0,66710.0,71940.0,65430.0,94700.0,93050.0,77740.0,101270.0,98090.0,75450.0,75850.0,59390.0,60970.0,79120.0,63700.0,66390.0,70430.0,61480.0,59690.0,71980.0,76370.0,101810.0,66780.0,87510.0,56640.0,70140.0,68080.0,60000.0,71840.0,64570.0,88190.0,61950.0,98580.0,78410.0,61580.0,72790.0,61940.0,79150.0,68760.0,86240.0,69440.0,63490.0,69790.0,72520.0,62630.0,74880.0,76980.0,95120.0,52340.0,64800.0,60990.0,42240.0,39330.0,59990.0,449790.0,9503.0,646.0,17952.0,7079.0,134863.0,31578.0,11247.0,3570.0000000000005,7181.0,60770.0,27810.0,1824.0,4281.0,45940.0,14400.0,10058.0,8089.999999999999,7124.0,6071.0,2707.0,15370.0,44977.0,27432.0,24103.0,2968.0,16865.0,1654.0,4281.0,6547.0,4757.0,26039.0,1824.0,91177.0,30700.0,1756.0,31000.0,7498.0,12810.0,31040.0,3636.0,13501.0,1733.0,14770.0,71753.0,14510.0,860.0000000000001,29007.0,27704.0,1869.0,17669.0,963.0,91.0,2741.0,102.0
Optimize Web site exposure by analyzing search engine patterns to direct online placement of keywords or other content.,optimize web site exposure by analyzing search engine patterns to direct online placement of keywords or other content,Analyze website or related online data to track trends or usage.,Analyze market or industry conditions.,Analyzing Data or Information,Search Marketing Strategists,search marketing strategists,15-1199.10,Search Marketing Strategists,13-1161,13-1161.01,Market Research Analysts and Marketing Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0226142528590069,4.920108531805849,False,1.0431415384615383,4.27,100.0,0.3304132191485383,0.4,E2,E2,78760.0,59530.0,66710.0,71940.0,65430.0,94700.0,93050.0,77740.0,101270.0,98090.0,75450.0,75850.0,59390.0,60970.0,79120.0,63700.0,66390.0,70430.0,61480.0,59690.0,71980.0,76370.0,101810.0,66780.0,87510.0,56640.0,70140.0,68080.0,60000.0,71840.0,64570.0,88190.0,61950.0,98580.0,78410.0,61580.0,72790.0,61940.0,79150.0,68760.0,86240.0,69440.0,63490.0,69790.0,72520.0,62630.0,74880.0,76980.0,95120.0,52340.0,64800.0,60990.0,42240.0,39330.0,59990.0,449790.0,9503.0,646.0,17952.0,7079.0,134863.0,31578.0,11247.0,3570.0000000000005,7181.0,60770.0,27810.0,1824.0,4281.0,45940.0,14400.0,10058.0,8089.999999999999,7124.0,6071.0,2707.0,15370.0,44977.0,27432.0,24103.0,2968.0,16865.0,1654.0,4281.0,6547.0,4757.0,26039.0,1824.0,91177.0,30700.0,1756.0,31000.0,7498.0,12810.0,31040.0,3636.0,13501.0,1733.0,14770.0,71753.0,14510.0,860.0000000000001,29007.0,27704.0,1869.0,17669.0,963.0,91.0,2741.0,102.0
"Order parts, supplies, or equipment from catalogs or suppliers.",order parts supplies or equipment from catalogs or suppliers,"Order materials, supplies, or equipment.",Purchase goods or services.,Monitoring and Controlling Resources,"Maintenance and Repair Workers, General",maintenance and repair workers general,49-9071.00,"Maintenance and Repair Workers, General",49-9071,49-9071.00,"Maintenance and Repair Workers, General","Other Installation, Maintenance, and Repair Occupations","Installation, Maintenance, and Repair Occupations",2026-05-31,0.0030529241359659,4.733333333333333,False,0.94639,3.83,89.46,0.0741942605541266,0.1,E0,E2,49590.0,43630.0,60270.0,47620.0,43400.0,57000.0,51280.0,57620.0,50150.0,60310.0,46060.0,47680.0,57960.0,48190.0,56720.0,49890.0,52160.0,47210.0,46810.0,43960.0,49430.0,51490.0,58320.0,47580.0,59200.0,44350.0,48370.0,46870.0,50700.0,52360.0,52830.0,54810.0,45760.0,57790.0,47910.0,49840.0,53420.0,42750.0,54350.0,49290.0,50900.0,47880.0,48100.0,47240.0,46670.0,50450.0,55510.0,49470.0,59160.0,38890.0,55810.0,47900.0,30450.0,23220.0,38850.0,1529700.0,16660.0,4590.0,39000.0,12410.0,143060.0,22960.0,11700.0,3310.0,4860.0,111530.0,48430.0,8030.0,8200.0,66600.0,34480.0,16500.0,12730.0,22190.0,21490.0,5820.0,23730.0,29830.0,39490.0,29660.0,14550.0,31180.0,5420.0,9850.0,16520.0,5780.0,37350.0,9320.0,119650.0,43440.0,3300.0,64770.0,18670.0,16160.0,55590.0,4500.0,28020.0,3450.0,35790.0,140580.0,16090.0,2610.0,34540.0,32450.0,8060.0,30880.0,3920.0,1240.0,12560.0,700.0
"Organize data, and analyze and interpret its authenticity and relative significance.",organize data and analyze and interpret its authenticity and relative significance,Conduct historical research.,Research historical or social issues.,Getting Information,Historians,historians,19-3093.00,Historians,19-3093,19-3093.00,Miscellaneous Social Scientists and Related Workers,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.808000000000001,False,1.410905,4.01,89.13,0.4023729500217594,0.4,E2,E2,76750.0,72490.0,76750.0,76750.0,76750.0,97420.0,76750.0,66770.0,76750.0,118290.0,74740.0,63840.0,92520.0,76750.0,89670.0,63770.0,76750.0,72600.0,63530.0,80620.0,76750.0,120580.0,121710.0,62920.0,103040.0,46010.0,64230.0,76750.0,70050.0,80140.0,76750.0,77080.0,66790.0,62960.0,73440.0,76750.0,60350.0,50980.0,99560.0,71970.0,76750.0,52120.0,76750.0,71080.0,78240.0,33840.0,76750.0,101920.0,99720.0,76750.0,45810.0,76750.0,76750.0,76750.0,76750.0,3450.0,60.0,7.0,71.0,29.0,210.0,63.0,40.0,11.0,250.0,110.0,110.0,70.0,19.0,134.0,30.0,34.0,40.0,50.0,60.0,14.0,50.0,80.0,80.0,50.0,90.0,50.0,11.0,30.0,34.0,15.0,130.0,40.0,410.0,120.0,9.0,122.0,50.0,40.0,70.0,11.0,60.0,10.0,40.0,130.0,80.0,7.0,180.0,30.0,15.0,50.0,6.0,1.0,21.0,1.0
"Organize material and complete writing assignment according to set standards regarding order, clarity, conciseness, style, and terminology.",organize material and complete writing assignment according to set standards regarding order clarity conciseness style and terminology,Compile technical information or documentation.,"Compile records, documentation, or other data.",Processing Information,Technical Writers,technical writers,27-3042.00,Technical Writers,27-3042,27-3042.00,Writers and Editors,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,1.1307126429503458,4.962427164958811,False,4.372266153846154,4.72,97.54,1.838243197984348,0.5,E1,E1,90390.0,85840.0,83200.0,79780.0,61180.0,104000.0,100610.0,101870.0,90370.0,117810.0,86240.0,73070.0,90390.0,90390.0,88700.0,75510.0,66520.0,73550.0,81070.0,63790.0,90390.0,100990.0,109200.0,85270.0,83270.0,65220.0,80840.0,75070.0,90390.0,88750.0,96300.0,122320.0,94970.0,98310.0,86320.0,72990.0,76480.0,69760.0,84000.0,87620.0,102360.0,82540.0,63350.0,79550.0,82750.0,80270.0,87860.0,93600.0,104070.0,90390.0,80030.0,90390.0,90390.0,46950.0,90390.0,45500.0,630.0,130.0,730.0,150.0,5280.0,1320.0,770.0,80.0,440.0,2550.0,1680.0,30.0,430.0,1040.0,540.0,640.0,480.0,340.0,320.0,310.0,1780.0,1850.0,970.0,910.0,70.0,500.0,160.0,190.0,230.0,230.0,1550.0,420.0,1610.0,2860.0,70.0,1350.0,600.0,590.0,1330.0,150.0,700.0,70.0,480.0,3340.0,570.0,60.0,2280.0,1620.0,130.0,910.0,30.0,19.0,60.0,9.0
"Organize material and complete writing assignment according to set standards regarding order, clarity, conciseness, style, and terminology.",organize material and complete writing assignment according to set standards regarding order clarity conciseness style and terminology,Edit written materials.,Edit written materials or documents.,Making Decisions and Solving Problems,Technical Writers,technical writers,27-3042.00,Technical Writers,27-3042,27-3042.00,Writers and Editors,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,1.1307126429503458,4.962427164958811,False,4.372266153846154,4.72,97.54,1.838243197984348,0.5,E1,E1,90390.0,85840.0,83200.0,79780.0,61180.0,104000.0,100610.0,101870.0,90370.0,117810.0,86240.0,73070.0,90390.0,90390.0,88700.0,75510.0,66520.0,73550.0,81070.0,63790.0,90390.0,100990.0,109200.0,85270.0,83270.0,65220.0,80840.0,75070.0,90390.0,88750.0,96300.0,122320.0,94970.0,98310.0,86320.0,72990.0,76480.0,69760.0,84000.0,87620.0,102360.0,82540.0,63350.0,79550.0,82750.0,80270.0,87860.0,93600.0,104070.0,90390.0,80030.0,90390.0,90390.0,46950.0,90390.0,45500.0,630.0,130.0,730.0,150.0,5280.0,1320.0,770.0,80.0,440.0,2550.0,1680.0,30.0,430.0,1040.0,540.0,640.0,480.0,340.0,320.0,310.0,1780.0,1850.0,970.0,910.0,70.0,500.0,160.0,190.0,230.0,230.0,1550.0,420.0,1610.0,2860.0,70.0,1350.0,600.0,590.0,1330.0,150.0,700.0,70.0,480.0,3340.0,570.0,60.0,2280.0,1620.0,130.0,910.0,30.0,19.0,60.0,9.0
"Organize or work with detailed office or warehouse records, using computers to enter, access, search or retrieve data.",organize or work with detailed office or warehouse records using computers to enter access search or retrieve data,Enter information into databases or software programs.,Process digital or online data.,Working with Computers,Insurance Claims and Policy Processing Clerks,insurance claims and policy processing clerks,43-9041.00,Insurance Claims and Policy Processing Clerks,43-9041,43-9041.00,Insurance Claims and Policy Processing Clerks,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0452285057180138,4.847332988089072,False,4.855633846153846,4.41,93.29,0.3296972354980789,0.1,E2,E1,49230.0,38140.0,48740.0,50530.0,45220.0,56800.0,58660.0,59760.0,49990.0,49230.0,47130.0,46590.0,47420.0,47200.0,48440.0,49240.0,46430.0,47960.0,48330.0,46800.0,58890.0,47070.0,52910.0,47860.0,58030.0,43840.0,46010.0,50890.0,48490.0,48300.0,60650.0,59810.0,41700.0,57790.0,48130.0,48390.0,48380.0,48650.0,50890.0,49420.0,49230.0,44650.0,45610.0,45720.0,49880.0,47120.0,49260.0,46430.0,60220.0,44740.0,49170.0,46870.0,49230.0,30910.0,49230.0,214260.0,2110.0,40.0,8350.0,1500.0,23470.0,1380.0,2430.0,720.0,961.0,15920.0,6370.0,380.0,580.0,9060.0,5190.0,2820.0,800.0,3030.0,1740.0,1710.0,1200.0,4820.0,6410.0,3580.0,1540.0,4510.0,360.0,2520.0,2880.0,820.0,5000.0,920.0,8120.0,6570.0,550.0,11160.0,1530.0,2640.0,7020.0,710.0,4110.0,1020.0,5470.0,24470.0,1880.0,390.0,5950.0,3730.0,1330.0,5140.0,170.0,91.0,1920.0,44.0
Oversee the daily performance of computer systems.,oversee the daily performance of computer systems,Monitor computer system performance to ensure proper operation.,Monitor operation of computer or information technologies.,"Monitoring Processes, Materials, or Surroundings",Computer User Support Specialists,computer user support specialists,15-1151.00,Computer User Support Specialists,15-1232,15-1232.00,Computer Support Specialists,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.1017641378655311,4.95547222873213,False,3.016096923076923,3.99,87.52,0.2255727422221971,0.1,E2,E2,61860.0,49630.0,63110.0,61410.0,46360.0,79570.0,71900.0,70210.0,62160.0,80950.0,58740.0,60440.0,56760.0,59170.0,59860.0,56510.0,58810.0,56150.0,57850.0,52440.0,60890.0,64750.0,75070.0,56240.0,63630.0,52230.0,59770.0,58460.0,60830.0,57870.0,60660.0,64470.0,53280.0,72560.0,60120.0,61310.0,59720.0,52040.0,62840.0,58670.0,62510.0,52080.0,48260.0,55990.0,59490.0,61110.0,63030.0,65040.0,75220.0,55350.0,58810.0,65100.0,37460.0,36250.0,50430.0,717190.0,7360.0,950.0,18780.0,4390.0,74490.0,16740.0,9300.0,1890.0,3140.0,51220.0,25980.0,2440.0,3650.0,26060.0,13540.0,6140.0,6780.0,9460.0,4780.0,2810.0,12200.0,17570.0,22090.0,15320.0,3830.0,13510.0,1640.0,6380.0,6560.0,3910.0,18200.0,3290.0,39100.0,23100.0,1400.0,22370.0,9600.0,8850.0,30560.0,1780.0,9880.0,1240.0,11920.0,72030.0,11120.0,1630.0,20910.0,21860.0,2250.0,12400.0,790.0,220.0,5760.0,90.0
"Participate in architectural and engineering planning and design, including space and installation management.",participate in architectural and engineering planning and design including space and installation management,Plan facility layouts or designs.,Design structures or facilities.,Thinking Creatively,Administrative Services Managers,administrative services managers,11-3011.00,Facilities Managers,11-3013,11-3013.00,Administrative Services and Facilities Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.824100283057016,False,0.4842834615384615,4.04,75.48,0.5517754552632695,1.823000042143112,E0,E2,111640.0,116703.33333333331,108770.0,100733.33333333331,86256.66666666667,112133.33333333331,145503.33333333334,117130.0,136360.0,124330.0,96160.0,110286.66666666669,110143.33333333331,95210.0,106900.0,110180.0,110950.0,118136.66666666669,108000.0,98513.33333333331,103023.33333333331,109600.0,119173.33333333331,104856.66666666669,128100.0,95233.33333333331,98073.33333333331,118480.0,104530.0,97803.33333333331,119156.66666666669,137676.66666666666,105896.66666666669,138636.66666666666,106463.33333333331,93560.0,100246.66666666669,99910.0,112403.33333333331,102190.0,121490.0,117526.66666666669,104700.0,120516.66666666669,109270.0,115573.33333333331,94263.33333333331,126080.0,133750.0,88230.0,106840.0,115783.33333333331,69400.0,66786.66666666667,72133.33333333333,202003.3333333333,886.6666666666666,970.0,5643.333333333333,1033.3333333333333,34343.333333333336,2276.6666666666665,3003.333333333333,560.0,996.6666666666666,13106.666666666668,10036.666666666666,1293.3333333333337,790.0,11086.666666666668,5116.666666666667,1700.0,1126.6666666666663,2077.333333333333,2560.0,774.6666666666666,4616.666666666667,8110.0,6033.333333333333,6040.0,1443.3333333333333,3453.333333333333,380.0,2210.0,2423.333333333333,690.0,9170.0,879.3333333333333,13200.0,6510.0,290.0,7330.0,1826.6666666666663,2356.6666666666665,5543.333333333333,676.6666666666667,2566.6666666666665,423.33333333333337,6306.666666666667,19700.0,1703.3333333333333,453.33333333333337,2883.333333333333,3256.6666666666665,1463.3333333333333,4150.0,143.33333333333334,846.6666666666666,2730.0,7.0
Participate in games for gambling establishments to provide the minimum complement of players at a table.,participate in games for gambling establishments to provide the minimum complement of players at a table,Conduct amusement or gaming activities.,Conduct amusement or gaming activities.,Performing for or Working Directly with the Public,Gaming Dealers,gaming dealers,39-3011.00,Gambling Dealers,39-3011,39-3011.00,Gambling Services Workers,Entertainment Attendants and Related Workers,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.588253288467422,True,4.73244923076923,4.04,32.97,0.33010617859156,0.1285714285714286,E0,E0,34320.0,34320.0,34320.0,60940.0,28380.0,35090.0,30800.0,34320.0,39330.0,34320.0,38500.0,21430.0,34320.0,34320.0,31200.0,24160.0,23020.0,34320.0,34320.0,17760.0,34320.0,31740.0,34320.0,29120.0,27190.0,28250.0,28600.0,21940.0,34320.0,25690.0,32100.0,33000.0,36990.0,50860.0,34320.0,27370.0,40710.0,23720.0,62230.0,48230.0,34320.0,27350.0,36190.0,34320.0,25090.0,34320.0,34320.0,26170.0,58700.0,25100.0,61670.0,34320.0,34320.0,22930.0,34320.0,83910.0,1133.0,175.0,1680.0,360.0,15050.0,870.0,909.0,270.0,376.0,5370.0,2621.0,336.0,460.0,2470.0,2410.0,970.0,771.0,1072.0,2650.0,343.0,1770.0,1950.0,2510.0,1370.0,2730.0,1160.0,274.0,549.0,17390.0,460.0,3030.0,370.0,2010.0,2649.0,900.0,640.0,1980.0,350.0,2970.0,269.0,140.0,170.0,1758.0,560.0,930.0,163.0,2203.0,4370.0,610.0,630.0,150.0,36.0,720.0,17.0
Participate in internal or external audits.,participate in internal or external audits,Examine financial records or processes.,"Examine financial activities, operations, or systems.",Evaluating Information to Determine Compliance with Standards,Regulatory Affairs Specialists,regulatory affairs specialists,13-1041.07,Regulatory Affairs Specialists,13-1041,13-1041.07,Compliance Officers,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.890200000000001,False,0.030361923076923,3.8,100.0,0.0077686904761904,0.6,E2,E2,80730.0,72990.0,76430.0,74920.0,64680.0,96980.0,82450.0,91810.0,91050.0,111030.0,74920.0,70200.0,82590.0,75450.0,80550.0,78770.0,75620.0,69740.0,69240.0,70290.0,83740.0,84720.0,102060.0,77390.0,85920.0,67450.0,67270.0,66660.0,73920.0,78290.0,82800.0,100000.0,67990.0,90080.0,78500.0,79440.0,75030.0,63000.0,82990.0,85580.0,87620.0,75460.0,72630.0,63960.0,75370.0,67370.0,90420.0,80380.0,88790.0,64270.0,78800.0,79890.0,71930.0,48950.0,67990.0,113754.0,6169.0,920.0,20341.0,5106.0,81627.0,12666.0,3610.0,3518.0,7168.0,48570.0,23549.0,2078.0,2717.0,17428.0,8379.0,5989.0,5826.0,7135.0,6497.0,2929.0,16528.0,21585.0,15907.0,10048.0,2815.0,11455.0,2422.0,5679.0,7200.0,2831.0,21781.0,3928.0,38457.0,18525.0,990.0,18394.0,6922.0,8771.0,32419.0,970.0,7790.0,1849.0,7990.0,70205.0,6153.0,3207.0,24858.0,18214.0,2815.0,9344.0,949.0,425.0,8952.0,230.0
"Participate in new product planning or market research, including studying the potential need for new products.",participate in new product planning or market research including studying the potential need for new products,Conduct market research.,Collect data about consumer needs or opinions.,Getting Information,Commercial and Industrial Designers,commercial and industrial designers,27-1021.00,Commercial and Industrial Designers,27-1021,27-1021.00,Designers,Art and Design Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.6786,False,0.7206203846153847,3.28,71.12,0.2471422592293929,0.6372612050263583,E2,E2,83910.0,63640.0,83910.0,76420.0,92540.0,100770.0,90590.0,81300.0,83910.0,83910.0,78720.0,91360.0,83910.0,80730.0,83910.0,88040.0,70420.0,104870.0,76100.0,98040.0,83910.0,70870.0,101720.0,102160.0,94370.0,83910.0,75440.0,72990.0,71570.0,76680.0,74050.0,90310.0,62710.0,89640.0,80620.0,83910.0,79470.0,76640.0,76970.0,82610.0,101140.0,77300.0,60110.0,71230.0,83910.0,62620.0,80690.0,82230.0,94280.0,73030.0,80590.0,83910.0,83910.0,83910.0,83910.0,33490.0,130.0,70.0,170.0,230.0,5300.0,400.0,160.0,104.0,150.0,1990.0,360.0,134.0,180.0,480.0,1110.0,440.0,260.0,420.0,130.0,200.0,490.0,1240.0,2930.0,590.0,249.0,270.0,60.0,90.0,210.0,110.0,1230.0,110.0,2400.0,1000.0,92.0,1190.0,240.0,480.0,770.0,190.0,810.0,190.0,750.0,2350.0,480.0,120.0,1480.0,340.0,110.0,820.0,60.0,14.0,201.0,7.0
"Participate in product design reviews to provide input on functional requirements, product designs, schedules, or potential problems.",participate in product design reviews to provide input on functional requirements product designs schedules or potential problems,Collaborate with others to determine design specifications or details.,Communicate with others about specifications or project details.,"Communicating with Supervisors, Peers, or Subordinates","Software Developers, Applications",software developers applications,15-1132.00,Software Quality Assurance Analysts and Testers,15-1253,15-1253.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.722426868905743,False,0.3463523076923077,4.03,97.06,0.0439964881760458,0.2,E2,E2,114549.41176470587,108307.0588235294,114549.41176470587,110045.29411764706,111294.89619377164,143515.58823529413,128445.88235294116,109510.0,114782.35294117648,114191.17647058824,110165.0,112089.11764705884,109759.70588235294,120062.54325259516,113710.0,93134.70588235294,97098.82352941176,100614.41176470587,88776.76470588235,78453.82352941176,98043.23529411764,120022.9411764706,136121.76470588235,107406.76470588236,110872.0588235294,84885.29411764706,98662.0588235294,109772.9411764706,102180.29411764706,119163.13148788927,117653.5294117647,124798.5294117647,119148.82352941176,135779.41176470587,111493.5294117647,90934.11764705884,103205.58823529413,90770.58823529413,119530.58823529413,103874.70588235294,111107.64705882352,107836.76470588236,77240.29411764706,101195.58823529413,111652.9411764706,97212.0588235294,92335.88235294116,126400.88235294116,140793.5294117647,81291.17647058824,100160.58823529413,114750.1903114187,114549.41176470587,67413.23529411765,114549.41176470587,672406.1764705882,6836.176470588235,1117.8529411764705,14941.764705882351,5745.588235294118,110753.52941176471,17472.05882352941,5204.117647058823,1445.2941176470588,2494.1176470588234,35416.17647058824,20889.117647058825,2341.4117647058824,2239.1176470588234,22635.29411764706,5660.588235294117,3601.176470588235,5164.705882352941,3080.2941176470586,1624.4117647058824,1166.470588235294,14120.294117647058,20082.647058823528,16414.70588235294,13390.588235294115,845.0000000000001,8459.117647058823,800.2941176470589,3187.6470588235293,2321.470588235294,4027.941176470588,21115.29411764706,1585.5882352941176,43799.70588235294,24930.58823529412,604.4117647058824,17467.35294117647,3321.7647058823527,8307.35294117647,21156.17647058824,1910.8823529411768,5457.352941176471,918.8235294117646,7191.764705882353,66272.05882352941,12092.35294117647,677.9411764705883,35434.117647058825,40018.82352941176,1121.1764705882351,9600.882352941177,1304.3529411764705,286.0,836.1764705882354,138.0
Participate in the assessment and review of design alternatives and design change proposal impacts.,participate in the assessment and review of design alternatives and design change proposal impacts,Measure effectiveness of business strategies or practices.,"Evaluate programs, practices, or processes.","Judging the Qualities of Objects, Services, or People",Logisticians,logisticians,13-1081.00,Logisticians,13-1081,13-1081.00,Logisticians and Project Management Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.7999,False,0.1865384615384615,3.3,83.33,0.057245475307541,0.4,E2,E2,82320.0,98450.0,87280.0,77620.0,78400.0,92890.0,96090.0,85450.0,96090.0,104770.0,76410.0,77570.0,100340.0,73920.0,80100.0,77670.0,78740.0,69520.0,68420.0,75230.0,77780.0,102700.0,100360.0,83200.0,82320.0,75160.0,78350.0,81270.0,65370.0,79600.0,81270.0,92280.0,98430.0,88240.0,80780.0,72800.0,83460.0,86600.0,83180.0,79340.0,76180.0,80330.0,80020.0,71280.0,75480.0,83300.0,83560.0,98920.0,107250.0,71590.0,73180.0,85550.0,65440.0,54380.0,68790.0,73990.0,4589.0,469.0,4244.0,1963.0,29126.0,3970.0,1945.0,460.0,1194.0,13281.0,11123.0,504.0,504.0,12529.0,3890.0,2193.0,1574.0,2290.0,1512.0,504.0,6048.0,4642.0,9081.0,3051.0,1379.0,3042.0,248.0,1326.0,1141.0,610.0,5553.0,752.0,6128.0,6950.0,274.0,7949.0,3387.0,2803.0,8824.0,486.0,4642.0,186.0,4412.0,18595.0,3325.0,230.0,9320.0,5013.0,522.0,4545.0,106.0,115.0,981.0,35.0
Participate in the development of product specifications.,participate in the development of product specifications,Develop specifications for new products or processes.,Develop technical specifications for products or operations.,Thinking Creatively,Quality Control Systems Managers,quality control systems managers,11-3051.01,Quality Control Systems Managers,11-3051,11-3051.01,Industrial Production Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0452285057180138,4.5468198770285255,False,0.1609719230769231,4.08,89.51,0.0555131952319347,0.7,E2,E2,126060.0,122520.0,113280.0,124810.0,118120.0,132620.0,141020.0,134780.0,153000.0,124420.0,119870.0,127820.0,124650.0,107340.0,127270.0,121500.0,106510.0,125750.0,112250.0,133210.0,124810.0,132540.0,148050.0,120660.0,123580.0,118660.0,117660.0,120690.0,107200.0,112270.0,146590.0,147260.0,124670.0,130470.0,125940.0,116050.0,109340.0,120570.0,119420.0,109140.0,124120.0,126880.0,107490.0,119430.0,130890.0,115290.0,114150.0,128230.0,145210.0,111760.0,126060.0,151490.0,100470.0,129740.0,126060.0,72122.0,3181.0,360.0,3189.0,2249.0,22080.0,1520.0,2952.0,325.0,44.0,8330.0,4841.0,114.0,1063.0,10166.0,8259.0,3181.0,2126.0,5650.0,2355.0,703.0,2179.0,3928.0,12582.0,4463.0,2012.0,3611.0,237.0,1898.0,1423.0,1353.0,5957.0,589.0,5825.0,8470.0,431.0,12556.0,1880.0,2768.0,8962.0,826.0,5615.0,633.0,5544.0,18627.0,2276.0,422.0,2258.0,4182.0,879.0,1355.0,343.0,35.0,923.0,15.0
"Participate in the development of specifications for equipment, products, or substitute materials.",participate in the development of specifications for equipment products or substitute materials,Develop specifications for new products or processes.,Develop technical specifications for products or operations.,Thinking Creatively,Purchasing Managers,purchasing managers,11-3061.00,Purchasing Managers,11-3061,11-3061.00,Purchasing Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0113071264295034,4.551857113862392,False,0.3709523076923077,4.0,89.47,0.1319588513464532,0.6,E2,E2,148080.0,130710.0,114650.0,138940.0,156450.0,159830.0,171250.0,138680.0,148080.0,175720.0,133410.0,155360.0,113490.0,136970.0,153370.0,126880.0,121580.0,159850.0,124350.0,109630.0,135970.0,161470.0,170750.0,142120.0,144810.0,122940.0,132100.0,123480.0,124010.0,120270.0,162900.0,174520.0,134790.0,166300.0,138710.0,130110.0,134580.0,119310.0,137190.0,141790.0,134560.0,131720.0,128670.0,137060.0,134670.0,125940.0,135720.0,166230.0,162730.0,147220.0,124990.0,123380.0,80290.0,89600.0,148080.0,84320.0,1520.0,140.0,1630.0,930.0,7470.0,1320.0,1420.0,150.0,1110.0,3960.0,3430.0,220.0,270.0,4160.0,1190.0,610.0,920.0,920.0,470.0,170.0,2380.0,2160.0,2780.0,1340.0,320.0,960.0,160.0,440.0,450.0,540.0,3430.0,240.0,6930.0,2670.0,50.0,3490.0,480.0,980.0,2530.0,220.0,830.0,70.0,1460.0,9640.0,510.0,90.0,3540.0,1770.0,180.0,1610.0,40.0,40.0,280.0,17.0
"Participate in the hiring process by reviewing credentials, conducting interviews, or making hiring decisions or recommendations.",participate in the hiring process by reviewing credentials conducting interviews or making hiring decisions or recommendations,Recommend personnel decisions or human resources activities.,Advise others on business or operational matters.,Providing Consultation and Advice to Others,"First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand",firstline supervisors of helpers laborers and material movers hand,53-1021.00,"First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand",53-1042,53-1042.00,First-Line Supervisors of Transportation and Material Moving Workers,Supervisors of Transportation and Material Moving Workers,Transportation and Material Moving Occupations,2026-05-31,0.0113071264295034,4.9618,False,0.1799119230769231,3.94,89.09,0.1153937910486506,1.0,E0,E2,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,126680.0,1711.0,263.0,2622.0,1055.0,14740.0,2326.0,1373.0,392.0,568.0,8036.0,3957.0,508.0,694.0,4935.0,2591.0,1262.0,1163.0,1619.0,1566.0,518.0,2236.0,2944.0,3564.0,2387.0,941.0,2376.0,414.0,829.0,1256.0,553.0,3468.0,705.0,7840.0,3999.0,348.0,4492.0,1382.0,1592.0,4908.0,406.0,1865.0,370.0,2653.0,11388.0,1405.0,246.0,3326.0,2874.0,568.0,2381.0,227.0,54.0,760.0,26.0
Participate in the preparation of reports or scientific publications.,participate in the preparation of reports or scientific publications,Prepare research or technical reports.,Present research or technical information.,Documenting/Recording Information,Bioinformatics Technicians,bioinformatics technicians,43-9111.01,Bioinformatics Technicians,15-2099,15-2099.01,Miscellaneous Mathematical Science Occupations,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.582895799676898,False,0.3372746153846154,3.77,92.96,0.2349317415865475,0.8999999999999999,E1,E1,81490.0,81490.0,78580.0,81490.0,81490.0,180500.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,81090.0,81490.0,49020.0,81490.0,81490.0,81490.0,81490.0,42850.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,61400.0,81490.0,79460.0,101850.0,81490.0,81490.0,36820.0,81490.0,81490.0,81490.0,81490.0,81490.0,65110.0,93090.0,81490.0,81490.0,59990.0,65840.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,3720.0,50.0,90.0,77.0,31.0,120.0,68.0,40.0,12.0,17.0,30.0,100.0,15.0,20.0,1320.0,76.0,30.0,34.0,48.0,46.0,15.0,50.0,86.0,105.0,70.0,28.0,70.0,12.0,24.0,37.0,16.0,50.0,21.0,70.0,117.0,10.0,132.0,40.0,47.0,144.0,12.0,55.0,11.0,78.0,334.0,41.0,7.0,180.0,320.0,17.0,70.0,7.0,2.0,22.0,1.0
Participate in the publication of data or information.,participate in the publication of data or information,Prepare research or technical reports.,Present research or technical information.,Documenting/Recording Information,Statistical Assistants,statistical assistants,43-9111.00,Statistical Assistants,43-9111,43-9111.00,Statistical Assistants,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.909052895672173,False,0.3470780769230769,4.23,72.39,0.0777091123379306,0.4,E1,E1,50330.0,50330.0,50330.0,56900.0,50330.0,82580.0,50330.0,76140.0,50330.0,50330.0,57200.0,50330.0,40240.0,50330.0,63410.0,46860.0,50330.0,50330.0,45660.0,50330.0,48050.0,59690.0,70470.0,49660.0,58580.0,50330.0,58610.0,50330.0,59620.0,50330.0,50330.0,69480.0,50330.0,46520.0,50330.0,50330.0,47980.0,46010.0,50330.0,48740.0,50330.0,58970.0,50330.0,47780.0,43590.0,50330.0,50330.0,50330.0,63660.0,50330.0,53400.0,50330.0,50330.0,27490.0,50330.0,4710.0,64.0,10.0,100.0,39.0,110.0,86.0,160.0,15.0,21.0,90.0,147.0,40.0,26.0,183.0,270.0,80.0,43.0,100.0,58.0,40.0,100.0,190.0,370.0,89.0,35.0,90.0,15.0,170.0,47.0,21.0,110.0,26.0,292.0,250.0,13.0,70.0,30.0,59.0,280.0,15.0,40.0,14.0,390.0,423.0,52.0,9.0,124.0,200.0,21.0,60.0,8.0,2.0,230.0,1.0
"Perform accounting duties, such as bookkeeping, billing customers for services, or maintaining inventories.",perform accounting duties such as bookkeeping billing customers for services or maintaining inventories,Process medical billing information.,Execute financial transactions.,Performing Administrative Activities,Veterinary Assistants and Laboratory Animal Caretakers,veterinary assistants and laboratory animal caretakers,31-9096.00,Veterinary Assistants and Laboratory Animal Caretakers,31-9096,31-9096.00,Miscellaneous Healthcare Support Occupations,Other Healthcare Support Occupations,Healthcare Support Occupations,2026-05-31,0.0030529241359659,4.8863775823276745,False,2.366407307692308,3.93,71.39,0.2992866980410575,0.2,E0,E1,38150.0,35800.0,36490.0,38250.0,34570.0,46260.0,38900.0,44250.0,38610.0,49080.0,37830.0,35850.0,44070.0,37530.0,37480.0,36420.0,35720.0,35680.0,34140.0,30480.0,45510.0,44770.0,46670.0,37960.0,45280.0,30360.0,36660.0,38340.0,36100.0,36920.0,36910.0,46160.0,37500.0,44750.0,37070.0,37160.0,36340.0,34850.0,44370.0,37140.0,49770.0,36980.0,34700.0,36320.0,34850.0,37560.0,37290.0,37450.0,44150.0,32350.0,36850.0,37880.0,38150.0,23310.0,38150.0,126580.0,1240.0,130.0,3340.0,1460.0,16080.0,2910.0,1390.0,392.0,240.0,6790.0,4570.0,570.0,680.0,3270.0,2810.0,1380.0,1570.0,1840.0,1230.0,690.0,2220.0,2130.0,4420.0,1450.0,560.0,2010.0,550.0,900.0,1380.0,770.0,3270.0,520.0,5790.0,6910.0,270.0,4640.0,1740.0,3170.0,3760.0,380.0,1720.0,250.0,3530.0,8440.0,580.0,370.0,4810.0,4380.0,730.0,2200.0,150.0,54.0,430.0,26.0
"Perform accounting duties, such as bookkeeping, billing customers for services, or maintaining inventories.",perform accounting duties such as bookkeeping billing customers for services or maintaining inventories,Inventory medical supplies or equipment.,Monitor resources or inventories.,Monitoring and Controlling Resources,Veterinary Assistants and Laboratory Animal Caretakers,veterinary assistants and laboratory animal caretakers,31-9096.00,Veterinary Assistants and Laboratory Animal Caretakers,31-9096,31-9096.00,Miscellaneous Healthcare Support Occupations,Other Healthcare Support Occupations,Healthcare Support Occupations,2026-05-31,0.0030529241359659,4.8863775823276745,False,2.366407307692308,3.93,71.39,0.2992866980410575,0.2,E0,E1,38150.0,35800.0,36490.0,38250.0,34570.0,46260.0,38900.0,44250.0,38610.0,49080.0,37830.0,35850.0,44070.0,37530.0,37480.0,36420.0,35720.0,35680.0,34140.0,30480.0,45510.0,44770.0,46670.0,37960.0,45280.0,30360.0,36660.0,38340.0,36100.0,36920.0,36910.0,46160.0,37500.0,44750.0,37070.0,37160.0,36340.0,34850.0,44370.0,37140.0,49770.0,36980.0,34700.0,36320.0,34850.0,37560.0,37290.0,37450.0,44150.0,32350.0,36850.0,37880.0,38150.0,23310.0,38150.0,126580.0,1240.0,130.0,3340.0,1460.0,16080.0,2910.0,1390.0,392.0,240.0,6790.0,4570.0,570.0,680.0,3270.0,2810.0,1380.0,1570.0,1840.0,1230.0,690.0,2220.0,2130.0,4420.0,1450.0,560.0,2010.0,550.0,900.0,1380.0,770.0,3270.0,520.0,5790.0,6910.0,270.0,4640.0,1740.0,3170.0,3760.0,380.0,1720.0,250.0,3530.0,8440.0,580.0,370.0,4810.0,4380.0,730.0,2200.0,150.0,54.0,430.0,26.0
"Perform administrative duties, such as compiling and maintaining records, completing forms, preparing reports, or composing correspondence.",perform administrative duties such as compiling and maintaining records completing forms preparing reports or composing correspondence,Maintain operational records.,Maintain operational records.,Documenting/Recording Information,First-Line Supervisors of Fire Fighting and Prevention Workers,firstline supervisors of fire fighting and prevention workers,33-1021.00,First-Line Supervisors of Firefighting and Prevention Workers,33-1021,33-1021.00,First-Line Supervisors of Firefighting and Prevention Workers,Supervisors of Protective Service Workers,Protective Service Occupations,2026-05-31,0.0030529241359659,4.7999570031172745,False,1.091714230769231,3.85,98.17,0.5018680841569102,0.7,E2,E1,93530.0,73320.0,92760.0,96470.0,61890.0,127630.0,102580.0,98500.0,74670.0,126560.0,98560.0,67200.0,93530.0,92630.0,123500.0,88310.0,76010.0,78880.0,60850.0,59750.0,74790.0,120530.0,96600.0,77550.0,78800.0,48250.0,75970.0,82820.0,80810.0,93920.0,93720.0,133210.0,58430.0,132520.0,59560.0,82880.0,84490.0,85310.0,100260.0,101050.0,85170.0,65160.0,72420.0,77920.0,81710.0,100380.0,83250.0,97780.0,129350.0,55380.0,83310.0,80260.0,82350.0,48640.0,93530.0,99140.0,1440.0,310.0,2670.0,920.0,8170.0,1900.0,1310.0,307.0,380.0,9540.0,3730.0,397.0,520.0,3240.0,1290.0,600.0,1450.0,1250.0,1810.0,410.0,2380.0,3370.0,1830.0,1120.0,1550.0,1950.0,320.0,370.0,1080.0,450.0,2210.0,820.0,4100.0,5050.0,130.0,3960.0,2000.0,1160.0,1340.0,770.0,1450.0,120.0,2210.0,8660.0,770.0,90.0,3300.0,3350.0,180.0,1330.0,150.0,80.0,230.0,20.0
"Perform administrative duties, such as compiling and maintaining records, completing forms, preparing reports, or composing correspondence.",perform administrative duties such as compiling and maintaining records completing forms preparing reports or composing correspondence,Write operational reports.,Prepare reports of operational or procedural activities.,Documenting/Recording Information,First-Line Supervisors of Fire Fighting and Prevention Workers,firstline supervisors of fire fighting and prevention workers,33-1021.00,First-Line Supervisors of Firefighting and Prevention Workers,33-1021,33-1021.00,First-Line Supervisors of Firefighting and Prevention Workers,Supervisors of Protective Service Workers,Protective Service Occupations,2026-05-31,0.0030529241359659,4.7999570031172745,False,1.091714230769231,3.85,98.17,0.5018680841569102,0.7,E2,E1,93530.0,73320.0,92760.0,96470.0,61890.0,127630.0,102580.0,98500.0,74670.0,126560.0,98560.0,67200.0,93530.0,92630.0,123500.0,88310.0,76010.0,78880.0,60850.0,59750.0,74790.0,120530.0,96600.0,77550.0,78800.0,48250.0,75970.0,82820.0,80810.0,93920.0,93720.0,133210.0,58430.0,132520.0,59560.0,82880.0,84490.0,85310.0,100260.0,101050.0,85170.0,65160.0,72420.0,77920.0,81710.0,100380.0,83250.0,97780.0,129350.0,55380.0,83310.0,80260.0,82350.0,48640.0,93530.0,99140.0,1440.0,310.0,2670.0,920.0,8170.0,1900.0,1310.0,307.0,380.0,9540.0,3730.0,397.0,520.0,3240.0,1290.0,600.0,1450.0,1250.0,1810.0,410.0,2380.0,3370.0,1830.0,1120.0,1550.0,1950.0,320.0,370.0,1080.0,450.0,2210.0,820.0,4100.0,5050.0,130.0,3960.0,2000.0,1160.0,1340.0,770.0,1450.0,120.0,2210.0,8660.0,770.0,90.0,3300.0,3350.0,180.0,1330.0,150.0,80.0,230.0,20.0
"Perform administrative or business management tasks, such as scheduling appointments, accepting payments from clients, budgeting, or maintaining business records.",perform administrative or business management tasks such as scheduling appointments accepting payments from clients budgeting or maintaining business records,Schedule patient procedures or appointments.,Schedule appointments.,Scheduling Work and Activities,Veterinarians,veterinarians,29-1131.00,Veterinarians,29-1131,29-1131.00,Veterinarians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.843171897734359,True,1.3769426923076922,3.63,72.88,0.0865826732895801,0.1,E2,E2,130100.0,105630.0,130100.0,152020.0,107710.0,163920.0,130840.0,126190.0,130100.0,134530.0,131660.0,126590.0,130120.0,116170.0,133580.0,124530.0,124610.0,107080.0,104100.0,124370.0,130600.0,163170.0,140260.0,125390.0,133110.0,105370.0,114660.0,99390.0,103500.0,125550.0,128190.0,160140.0,129390.0,131830.0,129240.0,102180.0,125060.0,98090.0,128880.0,133520.0,126570.0,122130.0,88650.0,124350.0,131330.0,123990.0,131820.0,126730.0,160510.0,128990.0,108780.0,97240.0,130100.0,89810.0,130100.0,83900.0,1020.0,160.0,2080.0,540.0,9170.0,2340.0,950.0,230.0,190.0,5360.0,2670.0,370.0,540.0,2330.0,1500.0,1000.0,1000.0,1190.0,950.0,600.0,1430.0,1920.0,2030.0,2140.0,480.0,1920.0,510.0,780.0,680.0,650.0,1910.0,460.0,3390.0,2940.0,270.0,3430.0,1150.0,1660.0,3490.0,430.0,1380.0,280.0,1730.0,6270.0,640.0,280.0,2700.0,2390.0,390.0,1830.0,140.0,36.0,180.0,17.0
"Perform administrative or business management tasks, such as scheduling appointments, accepting payments from clients, budgeting, or maintaining business records.",perform administrative or business management tasks such as scheduling appointments accepting payments from clients budgeting or maintaining business records,Maintain medical facility records.,Maintain health or medical records.,Documenting/Recording Information,Veterinarians,veterinarians,29-1131.00,Veterinarians,29-1131,29-1131.00,Veterinarians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.843171897734359,True,1.3769426923076922,3.63,72.88,0.0865826732895801,0.1,E2,E2,130100.0,105630.0,130100.0,152020.0,107710.0,163920.0,130840.0,126190.0,130100.0,134530.0,131660.0,126590.0,130120.0,116170.0,133580.0,124530.0,124610.0,107080.0,104100.0,124370.0,130600.0,163170.0,140260.0,125390.0,133110.0,105370.0,114660.0,99390.0,103500.0,125550.0,128190.0,160140.0,129390.0,131830.0,129240.0,102180.0,125060.0,98090.0,128880.0,133520.0,126570.0,122130.0,88650.0,124350.0,131330.0,123990.0,131820.0,126730.0,160510.0,128990.0,108780.0,97240.0,130100.0,89810.0,130100.0,83900.0,1020.0,160.0,2080.0,540.0,9170.0,2340.0,950.0,230.0,190.0,5360.0,2670.0,370.0,540.0,2330.0,1500.0,1000.0,1000.0,1190.0,950.0,600.0,1430.0,1920.0,2030.0,2140.0,480.0,1920.0,510.0,780.0,680.0,650.0,1910.0,460.0,3390.0,2940.0,270.0,3430.0,1150.0,1660.0,3490.0,430.0,1380.0,280.0,1730.0,6270.0,640.0,280.0,2700.0,2390.0,390.0,1830.0,140.0,36.0,180.0,17.0
"Perform administrative or business management tasks, such as scheduling appointments, accepting payments from clients, budgeting, or maintaining business records.",perform administrative or business management tasks such as scheduling appointments accepting payments from clients budgeting or maintaining business records,Perform clerical work in medical settings.,Perform administrative or clerical activities.,Performing Administrative Activities,Veterinarians,veterinarians,29-1131.00,Veterinarians,29-1131,29-1131.00,Veterinarians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.843171897734359,True,1.3769426923076922,3.63,72.88,0.0865826732895801,0.1,E2,E2,130100.0,105630.0,130100.0,152020.0,107710.0,163920.0,130840.0,126190.0,130100.0,134530.0,131660.0,126590.0,130120.0,116170.0,133580.0,124530.0,124610.0,107080.0,104100.0,124370.0,130600.0,163170.0,140260.0,125390.0,133110.0,105370.0,114660.0,99390.0,103500.0,125550.0,128190.0,160140.0,129390.0,131830.0,129240.0,102180.0,125060.0,98090.0,128880.0,133520.0,126570.0,122130.0,88650.0,124350.0,131330.0,123990.0,131820.0,126730.0,160510.0,128990.0,108780.0,97240.0,130100.0,89810.0,130100.0,83900.0,1020.0,160.0,2080.0,540.0,9170.0,2340.0,950.0,230.0,190.0,5360.0,2670.0,370.0,540.0,2330.0,1500.0,1000.0,1000.0,1190.0,950.0,600.0,1430.0,1920.0,2030.0,2140.0,480.0,1920.0,510.0,780.0,680.0,650.0,1910.0,460.0,3390.0,2940.0,270.0,3430.0,1150.0,1660.0,3490.0,430.0,1380.0,280.0,1730.0,6270.0,640.0,280.0,2700.0,2390.0,390.0,1830.0,140.0,36.0,180.0,17.0
"Perform administrative support tasks, such as proofreading, transcribing handwritten information, or operating calculators or computers to work with pay records, invoices, balance sheets, or other documents.",perform administrative support tasks such as proofreading transcribing handwritten information or operating calculators or computers to work with pay records invoices balance sheets or other documents,"Proofread documents, records, or other files to ensure accuracy.",Examine materials or documentation for accuracy or compliance.,Evaluating Information to Determine Compliance with Standards,Receptionists and Information Clerks,receptionists and information clerks,43-4171.00,Receptionists and Information Clerks,43-4171,43-4171.00,Receptionists and Information Clerks,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.9388,False,3.475298461538461,3.97,69.79,0.6981773092816751,0.3,E2,E1,38010.0,32590.0,44720.0,38730.0,34840.0,44100.0,42010.0,40630.0,36310.0,49060.0,36810.0,36100.0,41600.0,36810.0,37400.0,36160.0,37330.0,36050.0,32940.0,32750.0,42440.0,38100.0,43870.0,37470.0,37510.0,31160.0,35740.0,37360.0,37860.0,37050.0,38160.0,41650.0,35140.0,43080.0,35440.0,39530.0,35920.0,34560.0,40900.0,36810.0,42620.0,35510.0,38280.0,34910.0,35210.0,36960.0,38370.0,37060.0,44710.0,31920.0,41150.0,37480.0,23290.0,22890.0,34630.0,910180.0,10460.0,1530.0,23220.0,10870.0,82470.0,11020.0,14980.0,2880.0,2000.0,63280.0,26080.0,3510.0,5340.0,40370.0,17360.0,4660.0,7290.0,9290.0,12820.0,3440.0,18390.0,18970.0,25230.0,11800.0,6920.0,18890.0,1280.0,6750.0,10650.0,5320.0,42060.0,5650.0,65010.0,20080.0,1930.0,30850.0,9380.0,13590.0,37830.0,4270.0,11280.0,5760.0,11460.0,78330.0,12020.0,1160.0,23360.0,26500.0,5470.0,25580.0,1540.0,210.0,4030.0,120.0
"Perform administrative support tasks, such as proofreading, transcribing handwritten information, or operating calculators or computers to work with pay records, invoices, balance sheets, or other documents.",perform administrative support tasks such as proofreading transcribing handwritten information or operating calculators or computers to work with pay records invoices balance sheets or other documents,Operate computers or computerized equipment.,Operate computer systems or computerized equipment.,Working with Computers,Receptionists and Information Clerks,receptionists and information clerks,43-4171.00,Receptionists and Information Clerks,43-4171,43-4171.00,Receptionists and Information Clerks,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.9388,False,3.475298461538461,3.97,69.79,0.6981773092816751,0.3,E2,E1,38010.0,32590.0,44720.0,38730.0,34840.0,44100.0,42010.0,40630.0,36310.0,49060.0,36810.0,36100.0,41600.0,36810.0,37400.0,36160.0,37330.0,36050.0,32940.0,32750.0,42440.0,38100.0,43870.0,37470.0,37510.0,31160.0,35740.0,37360.0,37860.0,37050.0,38160.0,41650.0,35140.0,43080.0,35440.0,39530.0,35920.0,34560.0,40900.0,36810.0,42620.0,35510.0,38280.0,34910.0,35210.0,36960.0,38370.0,37060.0,44710.0,31920.0,41150.0,37480.0,23290.0,22890.0,34630.0,910180.0,10460.0,1530.0,23220.0,10870.0,82470.0,11020.0,14980.0,2880.0,2000.0,63280.0,26080.0,3510.0,5340.0,40370.0,17360.0,4660.0,7290.0,9290.0,12820.0,3440.0,18390.0,18970.0,25230.0,11800.0,6920.0,18890.0,1280.0,6750.0,10650.0,5320.0,42060.0,5650.0,65010.0,20080.0,1930.0,30850.0,9380.0,13590.0,37830.0,4270.0,11280.0,5760.0,11460.0,78330.0,12020.0,1160.0,23360.0,26500.0,5470.0,25580.0,1540.0,210.0,4030.0,120.0
"Perform administrative tasks, such as accepting orders, scheduling appointments or meeting rooms, or sending and receiving faxes.",perform administrative tasks such as accepting orders scheduling appointments or meeting rooms or sending and receiving faxes,Schedule appointments.,Schedule appointments.,Scheduling Work and Activities,"Switchboard Operators, Including Answering Service",switchboard operators including answering service,43-2011.00,"Switchboard Operators, Including Answering Service",43-2011,43-2011.00,"Switchboard Operators, Including Answering Service",Communications Equipment Operators,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.8391,True,2.8419965384615384,3.72,73.54,0.384202676009515,0.2,E2,E2,38630.0,32210.0,37690.0,40380.0,35290.0,48840.0,43720.0,38380.0,35980.0,54700.0,35410.0,39490.0,59860.0,38000.0,42660.0,36860.0,38400.0,38760.0,37590.0,35890.0,43350.0,37080.0,43790.0,37390.0,47430.0,30520.0,37130.0,36270.0,37570.0,38070.0,44210.0,40430.0,37710.0,45330.0,38520.0,38630.0,36350.0,35280.0,38630.0,36890.0,39850.0,34010.0,38630.0,35550.0,33620.0,38630.0,42630.0,36730.0,47800.0,37430.0,40030.0,38630.0,38630.0,24960.0,38630.0,34280.0,680.0,71.0,380.0,260.0,6680.0,320.0,180.0,180.0,230.0,3090.0,780.0,410.0,70.0,1240.0,380.0,210.0,180.0,370.0,424.0,100.0,650.0,830.0,370.0,200.0,200.0,640.0,110.0,180.0,650.0,100.0,660.0,220.0,1760.0,690.0,94.0,990.0,480.0,431.0,1350.0,130.0,480.0,100.0,680.0,3640.0,50.0,70.0,610.0,430.0,110.0,550.0,61.0,15.0,560.0,7.0
"Perform administrative tasks, such as accepting orders, scheduling appointments or meeting rooms, or sending and receiving faxes.",perform administrative tasks such as accepting orders scheduling appointments or meeting rooms or sending and receiving faxes,Execute sales or other financial transactions.,Execute financial transactions.,Performing Administrative Activities,"Switchboard Operators, Including Answering Service",switchboard operators including answering service,43-2011.00,"Switchboard Operators, Including Answering Service",43-2011,43-2011.00,"Switchboard Operators, Including Answering Service",Communications Equipment Operators,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.8391,True,2.8419965384615384,3.72,73.54,0.384202676009515,0.2,E2,E2,38630.0,32210.0,37690.0,40380.0,35290.0,48840.0,43720.0,38380.0,35980.0,54700.0,35410.0,39490.0,59860.0,38000.0,42660.0,36860.0,38400.0,38760.0,37590.0,35890.0,43350.0,37080.0,43790.0,37390.0,47430.0,30520.0,37130.0,36270.0,37570.0,38070.0,44210.0,40430.0,37710.0,45330.0,38520.0,38630.0,36350.0,35280.0,38630.0,36890.0,39850.0,34010.0,38630.0,35550.0,33620.0,38630.0,42630.0,36730.0,47800.0,37430.0,40030.0,38630.0,38630.0,24960.0,38630.0,34280.0,680.0,71.0,380.0,260.0,6680.0,320.0,180.0,180.0,230.0,3090.0,780.0,410.0,70.0,1240.0,380.0,210.0,180.0,370.0,424.0,100.0,650.0,830.0,370.0,200.0,200.0,640.0,110.0,180.0,650.0,100.0,660.0,220.0,1760.0,690.0,94.0,990.0,480.0,431.0,1350.0,130.0,480.0,100.0,680.0,3640.0,50.0,70.0,610.0,430.0,110.0,550.0,61.0,15.0,560.0,7.0
"Perform and document an initial exam, evaluating data to identify problems and determine a diagnosis prior to intervention.",perform and document an initial exam evaluating data to identify problems and determine a diagnosis prior to intervention,Examine patients to assess general physical condition.,Examine people or animals to assess health conditions or physical characteristics.,"Inspecting Equipment, Structures, or Materials",Physical Therapists,physical therapists,29-1123.00,Physical Therapists,29-1123,29-1123.00,Therapists,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0113071264295034,4.9072000000000005,True,2.672336923076923,4.78,100.0,0.4119098326693228,0.2,E2,E2,102760.0,97290.0,115280.0,103220.0,99010.0,124190.0,102030.0,104360.0,102050.0,101640.0,101040.0,102700.0,101700.0,99000.0,105250.0,101560.0,97560.0,98290.0,100710.0,98530.0,99720.0,106890.0,103790.0,100900.0,102010.0,99990.0,99310.0,91450.0,97090.0,111250.0,99850.0,112140.0,106880.0,100660.0,99910.0,85330.0,103050.0,98590.0,103510.0,101380.0,99400.0,101330.0,92660.0,100140.0,105810.0,99880.0,97970.0,101450.0,105950.0,96600.0,101840.0,100400.0,102760.0,60250.0,102760.0,267330.0,3040.0,680.0,5170.0,2680.0,26580.0,5630.0,4060.0,1260.0,610.0,16290.0,6780.0,950.0,1030.0,9800.0,6130.0,2530.0,2660.0,3390.0,3280.0,1860.0,3940.0,6850.0,8630.0,5180.0,1980.0,4900.0,1180.0,2140.0,2030.0,1960.0,9750.0,1330.0,20940.0,7350.0,830.0,10280.0,2560.0,3210.0,11710.0,1020.0,3930.0,1060.0,4800.0,21870.0,2300.0,760.0,7630.0,5370.0,1310.0,5580.0,560.0,114.0,570.0,55.0
"Perform and document an initial exam, evaluating data to identify problems and determine a diagnosis prior to intervention.",perform and document an initial exam evaluating data to identify problems and determine a diagnosis prior to intervention,Analyze patient data to determine patient needs or treatment goals.,Analyze health or medical data.,Analyzing Data or Information,Physical Therapists,physical therapists,29-1123.00,Physical Therapists,29-1123,29-1123.00,Therapists,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0113071264295034,4.9072000000000005,True,2.672336923076923,4.78,100.0,0.4119098326693228,0.2,E2,E2,102760.0,97290.0,115280.0,103220.0,99010.0,124190.0,102030.0,104360.0,102050.0,101640.0,101040.0,102700.0,101700.0,99000.0,105250.0,101560.0,97560.0,98290.0,100710.0,98530.0,99720.0,106890.0,103790.0,100900.0,102010.0,99990.0,99310.0,91450.0,97090.0,111250.0,99850.0,112140.0,106880.0,100660.0,99910.0,85330.0,103050.0,98590.0,103510.0,101380.0,99400.0,101330.0,92660.0,100140.0,105810.0,99880.0,97970.0,101450.0,105950.0,96600.0,101840.0,100400.0,102760.0,60250.0,102760.0,267330.0,3040.0,680.0,5170.0,2680.0,26580.0,5630.0,4060.0,1260.0,610.0,16290.0,6780.0,950.0,1030.0,9800.0,6130.0,2530.0,2660.0,3390.0,3280.0,1860.0,3940.0,6850.0,8630.0,5180.0,1980.0,4900.0,1180.0,2140.0,2030.0,1960.0,9750.0,1330.0,20940.0,7350.0,830.0,10280.0,2560.0,3210.0,11710.0,1020.0,3930.0,1060.0,4800.0,21870.0,2300.0,760.0,7630.0,5370.0,1310.0,5580.0,560.0,114.0,570.0,55.0
"Perform and document an initial exam, evaluating data to identify problems and determine a diagnosis prior to intervention.",perform and document an initial exam evaluating data to identify problems and determine a diagnosis prior to intervention,Record patient medical histories.,Maintain health or medical records.,Documenting/Recording Information,Physical Therapists,physical therapists,29-1123.00,Physical Therapists,29-1123,29-1123.00,Therapists,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0113071264295034,4.9072000000000005,True,2.672336923076923,4.78,100.0,0.4119098326693228,0.2,E2,E2,102760.0,97290.0,115280.0,103220.0,99010.0,124190.0,102030.0,104360.0,102050.0,101640.0,101040.0,102700.0,101700.0,99000.0,105250.0,101560.0,97560.0,98290.0,100710.0,98530.0,99720.0,106890.0,103790.0,100900.0,102010.0,99990.0,99310.0,91450.0,97090.0,111250.0,99850.0,112140.0,106880.0,100660.0,99910.0,85330.0,103050.0,98590.0,103510.0,101380.0,99400.0,101330.0,92660.0,100140.0,105810.0,99880.0,97970.0,101450.0,105950.0,96600.0,101840.0,100400.0,102760.0,60250.0,102760.0,267330.0,3040.0,680.0,5170.0,2680.0,26580.0,5630.0,4060.0,1260.0,610.0,16290.0,6780.0,950.0,1030.0,9800.0,6130.0,2530.0,2660.0,3390.0,3280.0,1860.0,3940.0,6850.0,8630.0,5180.0,1980.0,4900.0,1180.0,2140.0,2030.0,1960.0,9750.0,1330.0,20940.0,7350.0,830.0,10280.0,2560.0,3210.0,11710.0,1020.0,3930.0,1060.0,4800.0,21870.0,2300.0,760.0,7630.0,5370.0,1310.0,5580.0,560.0,114.0,570.0,55.0
"Perform budgeting duties, such as assisting in budget preparation, expenditure review, or budget administration.",perform budgeting duties such as assisting in budget preparation expenditure review or budget administration,Analyze financial information.,Analyze business or financial data.,Analyzing Data or Information,"Court, Municipal, and License Clerks",court municipal and license clerks,43-4031.00,"Court, Municipal, and License Clerks",43-4031,43-4031.00,"Court, Municipal, and License Clerks",Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.704032258064517,False,0.0947857692307692,4.38,67.63,0.0234080433928813,0.7,E2,E2,48700.0,38360.0,54270.0,48700.0,36960.0,63320.0,50410.0,60480.0,44600.0,66130.0,47100.0,42960.0,51890.0,48450.0,46920.0,46350.0,48280.0,44740.0,43680.0,46570.0,48580.0,58380.0,61730.0,48690.0,56520.0,37210.0,41020.0,45680.0,48420.0,56680.0,46590.0,53700.0,46960.0,53500.0,49110.0,53850.0,48030.0,39120.0,61300.0,44830.0,61670.0,43460.0,43850.0,44720.0,46580.0,51130.0,53000.0,45650.0,64680.0,37810.0,51920.0,46540.0,48700.0,48700.0,48700.0,179750.0,2050.0,650.0,3560.0,2090.0,12460.0,7920.0,1300.0,980.0,50.0,11180.0,5750.0,510.0,1500.0,8370.0,3460.0,2390.0,1290.0,2370.0,2900.0,1150.0,2360.0,4360.0,5620.0,5360.0,2950.0,4760.0,1340.0,1210.0,1250.0,550.0,5710.0,1040.0,11850.0,5240.0,600.0,9550.0,2730.0,1820.0,3320.0,660.0,2020.0,920.0,3050.0,15730.0,1280.0,890.0,4610.0,3450.0,1590.0,1240.0,770.0,76.0,1078.0,37.0
"Perform business management duties, such as maintaining records or files, preparing reports, or ordering supplies or equipment.",perform business management duties such as maintaining records or files preparing reports or ordering supplies or equipment,Prepare operational reports.,Prepare reports of operational or procedural activities.,Documenting/Recording Information,Electricians,electricians,47-2111.00,Electricians,47-2111,47-2111.00,Electricians,Construction Trades Workers,Construction and Extraction Occupations,2026-05-31,0.0030529241359659,4.935383980181669,False,1.2945923076923078,3.7,88.5,0.1004305524701217,0.1,E1,E1,63190.0,55690.0,89440.0,61060.0,49070.0,76160.0,62230.0,77540.0,63700.0,78970.0,57250.0,58320.0,96460.0,63000.0,99560.0,68490.0,60860.0,65860.0,59720.0,61540.0,75380.0,73490.0,79420.0,76270.0,78160.0,60860.0,65410.0,76760.0,60820.0,73570.0,62840.0,77250.0,58390.0,78750.0,56800.0,65710.0,64700.0,61010.0,101310.0,67600.0,74090.0,58740.0,61390.0,61090.0,58570.0,62000.0,63430.0,62900.0,95220.0,64810.0,76540.0,76120.0,43020.0,37440.0,51790.0,757220.0,10900.0,1870.0,21140.0,7500.0,73310.0,17010.0,7710.0,2260.0,2440.0,49700.0,21650.0,3070.0,5690.0,23120.0,19020.0,10310.0,6350.0,11030.0,10550.0,3780.0,13690.0,17810.0,23530.0,14350.0,6610.0,12780.0,2750.0,6440.0,8350.0,3330.0,13520.0,5020.0,40130.0,21640.0,3570.0,28950.0,8500.0,10590.0,22730.0,2420.0,8010.0,2980.0,17070.0,76770.0,11450.0,1270.0,23630.0,19380.0,4290.0,14310.0,2960.0,890.0,1740.0,140.0
"Perform business management duties, such as maintaining records or files, preparing reports, or ordering supplies or equipment.",perform business management duties such as maintaining records or files preparing reports or ordering supplies or equipment,Order construction or extraction materials or equipment.,Purchase goods or services.,Monitoring and Controlling Resources,Electricians,electricians,47-2111.00,Electricians,47-2111,47-2111.00,Electricians,Construction Trades Workers,Construction and Extraction Occupations,2026-05-31,0.0030529241359659,4.935383980181669,False,1.2945923076923078,3.7,88.5,0.1004305524701217,0.1,E1,E1,63190.0,55690.0,89440.0,61060.0,49070.0,76160.0,62230.0,77540.0,63700.0,78970.0,57250.0,58320.0,96460.0,63000.0,99560.0,68490.0,60860.0,65860.0,59720.0,61540.0,75380.0,73490.0,79420.0,76270.0,78160.0,60860.0,65410.0,76760.0,60820.0,73570.0,62840.0,77250.0,58390.0,78750.0,56800.0,65710.0,64700.0,61010.0,101310.0,67600.0,74090.0,58740.0,61390.0,61090.0,58570.0,62000.0,63430.0,62900.0,95220.0,64810.0,76540.0,76120.0,43020.0,37440.0,51790.0,757220.0,10900.0,1870.0,21140.0,7500.0,73310.0,17010.0,7710.0,2260.0,2440.0,49700.0,21650.0,3070.0,5690.0,23120.0,19020.0,10310.0,6350.0,11030.0,10550.0,3780.0,13690.0,17810.0,23530.0,14350.0,6610.0,12780.0,2750.0,6440.0,8350.0,3330.0,13520.0,5020.0,40130.0,21640.0,3570.0,28950.0,8500.0,10590.0,22730.0,2420.0,8010.0,2980.0,17070.0,76770.0,11450.0,1270.0,23630.0,19380.0,4290.0,14310.0,2960.0,890.0,1740.0,140.0
"Perform clerical duties, such as filing, typing, operating switchboards, or routing mail and messages.",perform clerical duties such as filing typing operating switchboards or routing mail and messages,Perform administrative or clerical tasks.,Perform administrative or clerical activities.,Performing Administrative Activities,Tour Guides and Escorts,tour guides and escorts,39-7011.00,Tour Guides and Escorts,39-7011,39-7011.00,Tour and Travel Guides,Tour and Travel Guides,Personal Care and Service Occupations,2026-05-31,0.0452285057180138,4.964615054685824,True,2.749247692307692,3.59,33.13,0.1430121943911793,0.1,E1,E1,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,26750.0,361.0,56.0,554.0,223.0,3113.0,491.0,290.0,83.0,120.0,1697.0,836.0,107.0,147.0,1042.0,547.0,266.0,246.0,342.0,331.0,109.0,472.0,622.0,753.0,504.0,199.0,502.0,87.0,175.0,265.0,117.0,732.0,149.0,1656.0,845.0,73.0,948.0,292.0,336.0,1036.0,86.0,394.0,78.0,560.0,2405.0,297.0,52.0,702.0,607.0,120.0,503.0,48.0,11.0,160.0,5.0
"Perform clerical duties, such as scheduling appointments, collecting data, or documenting health insurance billings.",perform clerical duties such as scheduling appointments collecting data or documenting health insurance billings,Schedule patient procedures or appointments.,Schedule appointments.,Scheduling Work and Activities,Occupational Therapy Assistants,occupational therapy assistants,31-2011.00,Occupational Therapy Assistants,31-2011,31-2011.00,Occupational Therapy Assistants and Aides,Occupational Therapy and Physical Therapist Assistants and Aides,Healthcare Support Occupations,2026-05-31,0.0030529241359659,4.7368421052631575,False,1.705133846153846,3.75,72.17,0.1172043316458243,0.1,E1,E1,72300.0,62250.0,53530.0,73490.0,78940.0,81770.0,75340.0,72780.0,78640.0,66390.0,71630.0,75920.0,72710.0,65330.0,64120.0,66660.0,64140.0,65010.0,65230.0,66090.0,64270.0,82010.0,75040.0,63260.0,64920.0,61650.0,66070.0,72800.0,63180.0,79510.0,67790.0,74960.0,77020.0,68530.0,69390.0,60970.0,62700.0,66520.0,76850.0,71590.0,66710.0,73740.0,56180.0,62420.0,81500.0,66080.0,72300.0,74960.0,77590.0,60370.0,59960.0,62750.0,72300.0,72300.0,72300.0,51290.0,750.0,60.0,1120.0,730.0,3840.0,710.0,820.0,220.0,60.0,3910.0,1060.0,60.0,210.0,2470.0,1490.0,400.0,660.0,500.0,760.0,250.0,710.0,1410.0,1250.0,540.0,420.0,1470.0,60.0,210.0,220.0,150.0,1080.0,300.0,2230.0,1590.0,130.0,3890.0,1000.0,250.0,2560.0,300.0,830.0,100.0,1300.0,5610.0,280.0,100.0,1130.0,720.0,340.0,1050.0,80.0,22.0,308.0,11.0
"Perform clerical duties, such as scheduling appointments, collecting data, or documenting health insurance billings.",perform clerical duties such as scheduling appointments collecting data or documenting health insurance billings,Perform clerical work in medical settings.,Perform administrative or clerical activities.,Performing Administrative Activities,Occupational Therapy Assistants,occupational therapy assistants,31-2011.00,Occupational Therapy Assistants,31-2011,31-2011.00,Occupational Therapy Assistants and Aides,Occupational Therapy and Physical Therapist Assistants and Aides,Healthcare Support Occupations,2026-05-31,0.0030529241359659,4.7368421052631575,False,1.705133846153846,3.75,72.17,0.1172043316458243,0.1,E1,E1,72300.0,62250.0,53530.0,73490.0,78940.0,81770.0,75340.0,72780.0,78640.0,66390.0,71630.0,75920.0,72710.0,65330.0,64120.0,66660.0,64140.0,65010.0,65230.0,66090.0,64270.0,82010.0,75040.0,63260.0,64920.0,61650.0,66070.0,72800.0,63180.0,79510.0,67790.0,74960.0,77020.0,68530.0,69390.0,60970.0,62700.0,66520.0,76850.0,71590.0,66710.0,73740.0,56180.0,62420.0,81500.0,66080.0,72300.0,74960.0,77590.0,60370.0,59960.0,62750.0,72300.0,72300.0,72300.0,51290.0,750.0,60.0,1120.0,730.0,3840.0,710.0,820.0,220.0,60.0,3910.0,1060.0,60.0,210.0,2470.0,1490.0,400.0,660.0,500.0,760.0,250.0,710.0,1410.0,1250.0,540.0,420.0,1470.0,60.0,210.0,220.0,150.0,1080.0,300.0,2230.0,1590.0,130.0,3890.0,1000.0,250.0,2560.0,300.0,830.0,100.0,1300.0,5610.0,280.0,100.0,1130.0,720.0,340.0,1050.0,80.0,22.0,308.0,11.0
"Perform clerical duties, such as scheduling appointments, collecting data, or documenting health insurance billings.",perform clerical duties such as scheduling appointments collecting data or documenting health insurance billings,Process medical billing information.,Execute financial transactions.,Performing Administrative Activities,Occupational Therapy Assistants,occupational therapy assistants,31-2011.00,Occupational Therapy Assistants,31-2011,31-2011.00,Occupational Therapy Assistants and Aides,Occupational Therapy and Physical Therapist Assistants and Aides,Healthcare Support Occupations,2026-05-31,0.0030529241359659,4.7368421052631575,False,1.705133846153846,3.75,72.17,0.1172043316458243,0.1,E1,E1,72300.0,62250.0,53530.0,73490.0,78940.0,81770.0,75340.0,72780.0,78640.0,66390.0,71630.0,75920.0,72710.0,65330.0,64120.0,66660.0,64140.0,65010.0,65230.0,66090.0,64270.0,82010.0,75040.0,63260.0,64920.0,61650.0,66070.0,72800.0,63180.0,79510.0,67790.0,74960.0,77020.0,68530.0,69390.0,60970.0,62700.0,66520.0,76850.0,71590.0,66710.0,73740.0,56180.0,62420.0,81500.0,66080.0,72300.0,74960.0,77590.0,60370.0,59960.0,62750.0,72300.0,72300.0,72300.0,51290.0,750.0,60.0,1120.0,730.0,3840.0,710.0,820.0,220.0,60.0,3910.0,1060.0,60.0,210.0,2470.0,1490.0,400.0,660.0,500.0,760.0,250.0,710.0,1410.0,1250.0,540.0,420.0,1470.0,60.0,210.0,220.0,150.0,1080.0,300.0,2230.0,1590.0,130.0,3890.0,1000.0,250.0,2560.0,300.0,830.0,100.0,1300.0,5610.0,280.0,100.0,1130.0,720.0,340.0,1050.0,80.0,22.0,308.0,11.0
"Perform complex calculations as part of the analysis and evaluation of data, using computers.",perform complex calculations as part of the analysis and evaluation of data using computers,Apply mathematical principles or statistical approaches to solve problems in scientific or applied fields.,Analyze scientific or applied data using mathematical principles.,Analyzing Data or Information,Physicists,physicists,19-2012.00,Physicists,19-2012,19-2012.00,Astronomers and Physicists,Physical Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.0678427585770207,4.831025486654626,False,2.201681153846154,4.32,97.54,0.7663371898548161,0.4388161675866895,E1,E1,172250.0,139330.0,172250.0,130500.0,135820.0,207490.0,104580.0,180300.0,82590.0,157040.0,225390.0,144870.0,117190.0,135150.0,137140.0,105940.0,178110.0,172250.0,180910.0,166240.0,172250.0,174390.0,106410.0,94520.0,171220.0,129970.0,140460.0,103800.0,172250.0,154030.0,214030.0,163270.0,165340.0,181970.0,174180.0,172250.0,162900.0,200050.0,200320.0,210990.0,155150.0,138400.0,83050.0,165010.0,184040.0,156760.0,172250.0,145040.0,134790.0,172250.0,173120.0,172250.0,172250.0,172250.0,172250.0,20430.0,280.0,42.0,120.0,60.0,5930.0,1050.0,60.0,50.0,480.0,340.0,160.0,40.0,112.0,1590.0,230.0,110.0,188.0,50.0,40.0,60.0,1200.0,1150.0,510.0,110.0,80.0,90.0,30.0,134.0,50.0,30.0,470.0,580.0,1140.0,150.0,56.0,630.0,40.0,90.0,230.0,65.0,420.0,30.0,240.0,580.0,30.0,40.0,940.0,450.0,92.0,180.0,37.0,9.0,123.0,4.0
Perform computations and apply methods of numerical analysis to data.,perform computations and apply methods of numerical analysis to data,Analyze data to identify trends or relationships among variables.,Analyze scientific or applied data using mathematical principles.,Analyzing Data or Information,Mathematicians,mathematicians,15-2021.00,Mathematicians,15-2021,15-2021.00,Mathematicians,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.889900000000001,False,1.3114630769230768,3.94,85.0,0.1754214571314004,0.2,E2,E1,126710.0,126710.0,126710.0,126710.0,126710.0,126710.0,86020.0,126710.0,126710.0,126710.0,126710.0,126710.0,126710.0,126710.0,130970.0,88050.0,126710.0,126710.0,126710.0,126710.0,126710.0,131810.0,104190.0,65510.0,126710.0,126710.0,126710.0,126710.0,126710.0,102890.0,126710.0,126710.0,126710.0,126950.0,126710.0,126710.0,126710.0,126710.0,126710.0,126710.0,109260.0,126710.0,126710.0,126710.0,126710.0,126710.0,126710.0,148030.0,162280.0,126710.0,126710.0,126710.0,126710.0,126710.0,126710.0,2030.0,27.0,4.0,42.0,17.0,250.0,60.0,22.0,6.0,9.0,129.0,63.0,8.0,11.0,60.0,40.0,20.0,19.0,26.0,25.0,8.0,160.0,40.0,90.0,38.0,15.0,38.0,7.0,13.0,70.0,9.0,70.0,11.0,150.0,64.0,6.0,72.0,22.0,26.0,79.0,100.0,30.0,6.0,43.0,182.0,23.0,4.0,400.0,100.0,9.0,38.0,4.0,1.0,12.0,0.0
"Perform computer programming, data analysis, or software development for Geographic Information Systems (GIS) applications, including the maintenance of existing systems or research and development for future enhancements.",perform computer programming data analysis or software development for geographic information systems gis applications including the maintenance of existing systems or research and development for future enhancements,Design software applications.,Design computer or information systems or applications.,Thinking Creatively,Geospatial Information Scientists and Technologists,geospatial information scientists and technologists,15-1199.04,Geographic Information Systems Technologists and Technicians,15-1299,15-1299.02,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.726000000000001,False,2.0635184615384614,4.24,91.3,0.7199489100694194,0.5,E2,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,85452.0,3097.0,836.0,5510.0,1319.0,94388.0,13896.0,3651.0,860.0,20255.0,13710.0,24295.0,2449.0,1225.0,13143.0,3933.0,4534.0,1578.0,1850.0,5912.0,900.0,22446.0,7266.0,8762.0,4923.0,1708.0,14340.0,636.0,2685.0,3074.0,1142.0,14144.0,1943.0,11460.0,17771.0,860.0,6150.0,3910.0,2885.0,14580.0,977.0,5064.0,240.0,12872.0,67149.0,7867.0,1554.0,20020.0,16911.0,3980.0,5511.0,200.0,330.0,1036.0,47.0
"Perform computer programming, data analysis, or software development for Geographic Information Systems (GIS) applications, including the maintenance of existing systems or research and development for future enhancements.",perform computer programming data analysis or software development for geographic information systems gis applications including the maintenance of existing systems or research and development for future enhancements,Write computer programming code.,Program computer systems or production equipment.,Working with Computers,Geospatial Information Scientists and Technologists,geospatial information scientists and technologists,15-1199.04,Geographic Information Systems Technologists and Technicians,15-1299,15-1299.02,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.726000000000001,False,2.0635184615384614,4.24,91.3,0.7199489100694194,0.5,E2,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,85452.0,3097.0,836.0,5510.0,1319.0,94388.0,13896.0,3651.0,860.0,20255.0,13710.0,24295.0,2449.0,1225.0,13143.0,3933.0,4534.0,1578.0,1850.0,5912.0,900.0,22446.0,7266.0,8762.0,4923.0,1708.0,14340.0,636.0,2685.0,3074.0,1142.0,14144.0,1943.0,11460.0,17771.0,860.0,6150.0,3910.0,2885.0,14580.0,977.0,5064.0,240.0,12872.0,67149.0,7867.0,1554.0,20020.0,16911.0,3980.0,5511.0,200.0,330.0,1036.0,47.0
"Perform contract administration duties, assisting with bid openings or the awarding of contracts.",perform contract administration duties assisting with bid openings or the awarding of contracts,Perform administrative or clerical tasks.,Perform administrative or clerical activities.,Performing Administrative Activities,"Court, Municipal, and License Clerks",court municipal and license clerks,43-4031.00,"Court, Municipal, and License Clerks",43-4031,43-4031.00,"Court, Municipal, and License Clerks",Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.8076,True,0.0954684615384615,3.78,67.63,0.0280011976318939,0.7,E1,E2,48700.0,38360.0,54270.0,48700.0,36960.0,63320.0,50410.0,60480.0,44600.0,66130.0,47100.0,42960.0,51890.0,48450.0,46920.0,46350.0,48280.0,44740.0,43680.0,46570.0,48580.0,58380.0,61730.0,48690.0,56520.0,37210.0,41020.0,45680.0,48420.0,56680.0,46590.0,53700.0,46960.0,53500.0,49110.0,53850.0,48030.0,39120.0,61300.0,44830.0,61670.0,43460.0,43850.0,44720.0,46580.0,51130.0,53000.0,45650.0,64680.0,37810.0,51920.0,46540.0,48700.0,48700.0,48700.0,179750.0,2050.0,650.0,3560.0,2090.0,12460.0,7920.0,1300.0,980.0,50.0,11180.0,5750.0,510.0,1500.0,8370.0,3460.0,2390.0,1290.0,2370.0,2900.0,1150.0,2360.0,4360.0,5620.0,5360.0,2950.0,4760.0,1340.0,1210.0,1250.0,550.0,5710.0,1040.0,11850.0,5240.0,600.0,9550.0,2730.0,1820.0,3320.0,660.0,2020.0,920.0,3050.0,15730.0,1280.0,890.0,4610.0,3450.0,1590.0,1240.0,770.0,76.0,1078.0,37.0
"Perform cost-benefit analyses to compare operating programs, review financial requests, or explore alternative financing methods.",perform costbenefit analyses to compare operating programs review financial requests or explore alternative financing methods,Analyze business or financial data.,Analyze business or financial data.,Analyzing Data or Information,Budget Analysts,budget analysts,13-2031.00,Budget Analysts,13-2031,13-2031.00,Budget Analysts,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,3.889,False,0.46718,3.7,79.05,2.147220272156907,7.0,E2,E2,91640.0,99490.0,94740.0,84810.0,71800.0,99520.0,97100.0,95440.0,82000.0,124590.0,84170.0,91870.0,92380.0,83220.0,94880.0,82080.0,86550.0,80140.0,76860.0,80530.0,88130.0,106020.0,92260.0,96430.0,85970.0,78850.0,81980.0,79700.0,83010.0,81600.0,92600.0,96250.0,87360.0,88540.0,82350.0,77400.0,89840.0,80990.0,95250.0,84240.0,92790.0,86260.0,79180.0,86570.0,82970.0,88610.0,93430.0,105470.0,96640.0,78850.0,82180.0,81100.0,67200.0,50560.0,64990.0,47160.0,870.0,220.0,730.0,320.0,4160.0,1290.0,970.0,260.0,1490.0,3150.0,1900.0,210.0,190.0,750.0,390.0,390.0,270.0,630.0,330.0,200.0,2490.0,1280.0,1020.0,450.0,390.0,520.0,360.0,200.0,440.0,80.0,840.0,740.0,2760.0,1830.0,150.0,800.0,670.0,1090.0,1490.0,90.0,470.0,120.0,1140.0,3340.0,280.0,90.0,2730.0,1510.0,180.0,820.0,80.0,70.0,370.0,50.0
Perform crisis interventions with clients.,perform crisis interventions with clients,Intervene in crisis situations to assist clients.,Counsel others about personal matters.,Providing Consultation and Advice to Others,Mental Health Counselors,mental health counselors,21-1014.00,Mental Health Counselors,21-1014,21-1014.00,Counselors,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0030529241359659,4.0,False,0.1762161538461538,4.75,100.0,0.0276829487072418,0.2,E0,E0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,172550.0,2330.0,359.0,3571.0,1437.0,20077.0,3168.0,1870.0,534.0,774.0,10946.0,5389.0,692.0,945.0,6722.0,3529.0,1719.0,1585.0,2205.0,2133.0,706.0,3046.0,4010.0,4854.0,3252.0,1282.0,3236.0,564.0,1129.0,1710.0,753.0,4724.0,960.0,10679.0,5447.0,473.0,6118.0,1882.0,2168.0,6685.0,553.0,2541.0,504.0,3614.0,15511.0,1913.0,335.0,4530.0,3914.0,773.0,3243.0,309.0,73.0,1035.0,35.0
Perform data backups and disaster recovery operations.,perform data backups and disaster recovery operations,Implement security measures for computer or information systems.,Implement security measures for computer or information systems.,Working with Computers,Network and Computer Systems Administrators,network and computer systems administrators,15-1142.00,Network and Computer Systems Administrators,15-1244,15-1244.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.959085315832649,False,0.7005180769230769,4.14,87.93,0.2816783809186542,0.5,E2,E1,99130.0,81400.0,97500.0,90280.0,81590.0,106440.0,103370.0,105880.0,94200.0,110970.0,95200.0,97170.0,101450.0,91880.0,100080.0,84550.0,84500.0,83340.0,87020.0,90160.0,83890.0,118290.0,110980.0,92750.0,101870.0,79990.0,80870.0,80950.0,84700.0,103440.0,100230.0,116420.0,90790.0,105810.0,95230.0,86450.0,97570.0,83990.0,102000.0,86140.0,103100.0,92520.0,75010.0,88100.0,101240.0,95820.0,86020.0,109610.0,103910.0,74490.0,83650.0,75220.0,59820.0,54200.0,99130.0,314340.0,5040.0,920.0,5810.0,1750.0,26170.0,8360.0,2170.0,850.0,1320.0,26890.0,9190.0,1490.0,1010.0,9820.0,4310.0,3110.0,4100.0,2800.0,1789.9999999999998,920.0,9230.0,8270.0,6899.999999999999,4550.0,1380.0,5810.0,850.0,1560.0,1980.0,1660.0,9280.0,1220.0,18220.0,13850.000000000002,930.0,15130.0,2580.0,4880.0,7750.0,1060.0,3579.9999999999995,1690.0,5070.0,34840.0,2050.0,560.0,12430.0,8600.0,1510.0,8470.0,610.0,90.0,890.0000000000001,64.0
Perform data backups and disaster recovery operations.,perform data backups and disaster recovery operations,Create electronic data backup to prevent loss of information.,Implement security measures for computer or information systems.,Working with Computers,Network and Computer Systems Administrators,network and computer systems administrators,15-1142.00,Network and Computer Systems Administrators,15-1244,15-1244.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.959085315832649,False,0.7005180769230769,4.14,87.93,0.2816783809186542,0.5,E2,E1,99130.0,81400.0,97500.0,90280.0,81590.0,106440.0,103370.0,105880.0,94200.0,110970.0,95200.0,97170.0,101450.0,91880.0,100080.0,84550.0,84500.0,83340.0,87020.0,90160.0,83890.0,118290.0,110980.0,92750.0,101870.0,79990.0,80870.0,80950.0,84700.0,103440.0,100230.0,116420.0,90790.0,105810.0,95230.0,86450.0,97570.0,83990.0,102000.0,86140.0,103100.0,92520.0,75010.0,88100.0,101240.0,95820.0,86020.0,109610.0,103910.0,74490.0,83650.0,75220.0,59820.0,54200.0,99130.0,314340.0,5040.0,920.0,5810.0,1750.0,26170.0,8360.0,2170.0,850.0,1320.0,26890.0,9190.0,1490.0,1010.0,9820.0,4310.0,3110.0,4100.0,2800.0,1789.9999999999998,920.0,9230.0,8270.0,6899.999999999999,4550.0,1380.0,5810.0,850.0,1560.0,1980.0,1660.0,9280.0,1220.0,18220.0,13850.000000000002,930.0,15130.0,2580.0,4880.0,7750.0,1060.0,3579.9999999999995,1690.0,5070.0,34840.0,2050.0,560.0,12430.0,8600.0,1510.0,8470.0,610.0,90.0,890.0000000000001,64.0
"Perform data entry and data retrieval services, providing data for inclusion in medical records and for transmission to physicians.",perform data entry and data retrieval services providing data for inclusion in medical records and for transmission to physicians,Record vital statistics or other health information.,Maintain health or medical records.,Documenting/Recording Information,Medical Transcriptionists,medical transcriptionists,31-9094.00,Medical Transcriptionists,31-9094,31-9094.00,Miscellaneous Healthcare Support Occupations,Other Healthcare Support Occupations,Healthcare Support Occupations,2026-05-31,0.0030529241359659,4.8889000000000005,False,4.562410000000001,4.54,91.14,0.3675797693886843,0.1,E2,E1,40410.0,35340.0,48360.0,36550.0,35100.0,45050.0,43080.0,48190.0,34070.0,45110.0,42050.0,28330.0,44310.0,38140.0,45490.0,41400.0,45010.0,35390.0,39000.0,38040.0,48600.0,39900.0,36910.0,37280.0,50030.0,38600.0,37480.0,41340.0,45880.0,39350.0,40410.0,39020.0,37480.0,43260.0,39300.0,44660.0,37060.0,27740.0,46280.0,41510.0,34790.0,33870.0,46070.0,44720.0,42900.0,39630.0,33030.0,35130.0,38690.0,37440.0,49150.0,48100.0,40410.0,31200.0,40410.0,41550.0,410.0,110.0,700.0,280.0,5860.0,610.0,390.0,129.0,70.0,2650.0,950.0,167.0,400.0,970.0,790.0,180.0,420.0,690.0,420.0,80.0,230.0,400.0,1130.0,270.0,300.0,310.0,80.0,230.0,210.0,181.0,1710.0,210.0,2710.0,1020.0,120.0,680.0,560.0,510.0,1130.0,80.0,390.0,240.0,1450.0,7520.0,210.0,81.0,1091.0,620.0,90.0,590.0,40.0,18.0,140.0,9.0
"Perform data entry and data retrieval services, providing data for inclusion in medical records and for transmission to physicians.",perform data entry and data retrieval services providing data for inclusion in medical records and for transmission to physicians,Perform clerical work in medical settings.,Perform administrative or clerical activities.,Performing Administrative Activities,Medical Transcriptionists,medical transcriptionists,31-9094.00,Medical Transcriptionists,31-9094,31-9094.00,Miscellaneous Healthcare Support Occupations,Other Healthcare Support Occupations,Healthcare Support Occupations,2026-05-31,0.0030529241359659,4.8889000000000005,False,4.562410000000001,4.54,91.14,0.3675797693886843,0.1,E2,E1,40410.0,35340.0,48360.0,36550.0,35100.0,45050.0,43080.0,48190.0,34070.0,45110.0,42050.0,28330.0,44310.0,38140.0,45490.0,41400.0,45010.0,35390.0,39000.0,38040.0,48600.0,39900.0,36910.0,37280.0,50030.0,38600.0,37480.0,41340.0,45880.0,39350.0,40410.0,39020.0,37480.0,43260.0,39300.0,44660.0,37060.0,27740.0,46280.0,41510.0,34790.0,33870.0,46070.0,44720.0,42900.0,39630.0,33030.0,35130.0,38690.0,37440.0,49150.0,48100.0,40410.0,31200.0,40410.0,41550.0,410.0,110.0,700.0,280.0,5860.0,610.0,390.0,129.0,70.0,2650.0,950.0,167.0,400.0,970.0,790.0,180.0,420.0,690.0,420.0,80.0,230.0,400.0,1130.0,270.0,300.0,310.0,80.0,230.0,210.0,181.0,1710.0,210.0,2710.0,1020.0,120.0,680.0,560.0,510.0,1130.0,80.0,390.0,240.0,1450.0,7520.0,210.0,81.0,1091.0,620.0,90.0,590.0,40.0,18.0,140.0,9.0
Perform data entry and other clerical work as required for project completion.,perform data entry and other clerical work as required for project completion,Record research or operational data.,Maintain operational records.,Documenting/Recording Information,Social Science Research Assistants,social science research assistants,19-4061.00,Social Science Research Assistants,19-4061,19-4061.00,Social Science Research Assistants,"Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.782554257095159,True,1.0841003846153845,3.87,90.36,0.0834440340788739,0.1,E2,E1,61990.0,53080.0,62230.0,61680.0,61990.0,60250.0,50430.0,60110.0,68230.0,65330.0,50700.0,66620.0,61990.0,62570.0,64890.0,57020.0,40940.0,67740.0,66390.0,52600.0,50650.0,65550.0,63480.0,60210.0,44920.0,61990.0,65940.0,49860.0,56190.0,26560.0,65690.0,62760.0,50640.0,61210.0,63710.0,61990.0,50330.0,69090.0,56770.0,54610.0,51420.0,64490.0,44820.0,46410.0,58070.0,61990.0,47510.0,53260.0,50420.0,51140.0,48090.0,61990.0,61990.0,61990.0,61990.0,30640.0,414.0,40.0,1020.0,255.0,5300.0,100.0,50.0,40.0,1560.0,1130.0,1840.0,123.0,168.0,250.0,210.0,140.0,170.0,1190.0,340.0,120.0,700.0,712.0,750.0,300.0,228.0,750.0,30.0,230.0,304.0,70.0,370.0,50.0,3040.0,2930.0,84.0,240.0,100.0,220.0,860.0,220.0,500.0,40.0,140.0,1180.0,500.0,40.0,700.0,450.0,550.0,110.0,55.0,13.0,184.0,6.0
"Perform database verifications, using computers.",perform database verifications using computers,Verify information or specifications.,Evaluate the quality or accuracy of data.,Processing Information,"Telecommunications Equipment Installers and Repairers, Except Line Installers",telecommunications equipment installers and repairers except line installers,49-2022.00,"Telecommunications Equipment Installers and Repairers, Except Line Installers",49-2022,49-2022.00,Radio and Telecommunications Equipment Installers and Repairers,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers","Installation, Maintenance, and Repair Occupations",2026-05-31,0.4862064364686487,4.894377673660623,False,1.1739384615384616,3.71,71.68,0.0753831257669318,0.1,E2,E1,63890.0,59770.0,95850.0,72710.0,49740.0,76630.0,76410.0,75200.0,66670.0,73130.0,61030.0,64900.0,79250.0,62440.0,64630.0,61030.0,65710.0,58690.0,59700.0,80210.0,61720.0,63050.0,76500.0,61700.0,75150.0,61250.0,57610.0,73970.0,60520.0,62800.0,85240.0,78000.0,63600.0,67710.0,63970.0,90890.0,61680.0,50350.0,75270.0,64960.0,66960.0,61480.0,62000.0,61220.0,59370.0,65650.0,81800.0,61340.0,77610.0,63560.0,60770.0,60250.0,36600.0,33760.0,55960.0,140920.0,3200.0,520.0,3320.0,1320.0,14040.0,3180.0,1910.0,440.0,300.0,11820.0,6640.0,760.0,1080.0,5760.0,2050.0,1780.0,1480.0,2210.0,3060.0,400.0,2520.0,2890.0,3940.0,1900.0,1500.0,2260.0,630.0,1430.0,890.0,550.0,2690.0,1100.0,6240.0,3540.0,470.0,3560.0,1660.0,1710.0,5220.0,150.0,2130.0,520.0,2480.0,13440.0,2160.0,310.0,3310.0,3210.0,820.0,2120.0,310.0,190.0,480.0,60.0
"Perform failure, variation, or root cause analyses.",perform failure variation or root cause analyses,Conduct quantitative failure analyses of operational data.,Analyze performance of systems or equipment.,Analyzing Data or Information,Automotive Engineers,automotive engineers,17-2141.02,Automotive Engineers,17-2141,17-2141.02,Mechanical Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.7441931853064565,False,0.4534492307692307,4.19,100.0,0.1572020616246499,0.4,E2,E2,104110.0,100230.0,124340.0,100270.0,80180.0,130900.0,124430.0,105090.0,125130.0,133300.0,99980.0,100620.0,98740.0,93190.0,102680.0,99590.0,97700.0,86260.0,101050.0,119540.0,102430.0,122870.0,119300.0,104890.0,99140.0,98000.0,99330.0,94190.0,88060.0,102680.0,103660.0,112300.0,157710.0,102440.0,100720.0,86330.0,99100.0,101850.0,103470.0,97920.0,116230.0,104580.0,88380.0,99550.0,112410.0,102500.0,107330.0,104180.0,110430.0,97390.0,95870.0,117750.0,61510.0,72240.0,104110.0,174140.0,2352.0,446.0,5926.0,1655.0,35824.0,8437.0,5398.0,716.0,510.0,12602.0,6207.0,622.0,1256.0,13834.0,10197.0,4072.0,5433.0,4893.0,2218.0,1044.0,7686.0,7680.0,40635.0,6911.0,1842.0,5715.0,587.0,1115.0,1655.0,3239.0,4905.0,3180.0,10080.0,11218.0,927.0,16885.0,2664.0,3426.0,15900.0,1831.0,6782.0,657.0,4611.0,25909.0,3954.0,622.0,8765.0,9669.0,892.0,8765.0,270.0,164.0,575.0,30.0
"Perform financial calculations, such as amounts due, interest charges, balances, discounts, equity, and principal.",perform financial calculations such as amounts due interest charges balances discounts equity and principal,Calculate financial data.,Calculate financial data.,"Estimating the Quantifiable Characteristics of Products, Events, or Information","Bookkeeping, Accounting, and Auditing Clerks",bookkeeping accounting and auditing clerks,43-3031.00,"Bookkeeping, Accounting, and Auditing Clerks",43-3031,43-3031.00,"Bookkeeping, Accounting, and Auditing Clerks",Financial Clerks,Office and Administrative Support Occupations,2026-05-31,0.0678427585770207,4.706000805477245,False,2.074810769230769,4.32,68.85,0.12990286971892,0.1,E0,E1,50670.0,44640.0,56430.0,50590.0,42840.0,59230.0,54000.0,59970.0,51780.0,65180.0,49330.0,49350.0,48730.0,48310.0,49560.0,47820.0,48180.0,47290.0,46550.0,44890.0,50510.0,53540.0,59830.0,48980.0,54600.0,42840.0,47990.0,47270.0,47110.0,50380.0,52450.0,58300.0,48080.0,58160.0,47930.0,49710.0,48810.0,46180.0,54060.0,48440.0,53280.0,47940.0,46340.0,48180.0,48910.0,49440.0,54720.0,51620.0,58620.0,42890.0,50340.0,47910.0,33280.0,28700.0,46490.0,1373680.0,19890.0,4580.0,22690.0,12510.0,151870.0,26140.0,14929.999999999998,4600.0,1790.0,88670.0,38700.0,5220.0,9540.0,51470.0,29910.0,14020.0,15380.000000000002,23480.0,18980.0,7390.0,18170.0,29110.0,37550.0,26850.0,12160.0,21400.0,6980.0,10050.0,15180.0,7180.0,37550.0,7779.999999999999,84280.0,48760.0,4290.0,45140.0,16490.0,21710.0,48920.0,4570.0,19980.0,10200.0,37680.0,122400.0,12650.0,2950.0,31990.0,32930.0,7620.000000000001,25960.0,3480.0,880.0,6650.0,280.0
"Perform general administrative tasks, such as keeping records or writing reports.",perform general administrative tasks such as keeping records or writing reports,Prepare reports summarizing patient diagnostic or care activities.,Prepare health or medical documents.,Documenting/Recording Information,Athletic Trainers,athletic trainers,29-9091.00,Athletic Trainers,29-9091,29-9091.00,Miscellaneous Health Practitioners and Technical Workers,Other Healthcare Practitioners and Technical Occupations,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,5.0,False,3.25198,4.44,100.0,0.263564,0.1,E1,E1,62520.0,46940.0,62520.0,61710.0,57240.0,78490.0,64580.0,69960.0,59650.0,74450.0,61350.0,64590.0,76320.0,60410.0,64750.0,62780.0,55430.0,59140.0,60680.0,62760.0,61970.0,63970.0,70010.0,59280.0,65390.0,58180.0,58660.0,60090.0,61020.0,59820.0,60200.0,76210.0,72440.0,66230.0,56540.0,60900.0,61420.0,61320.0,57790.0,61060.0,63750.0,59240.0,58620.0,59850.0,64150.0,65980.0,62910.0,61860.0,63750.0,50510.0,61820.0,63190.0,62520.0,62520.0,62520.0,30500.0,840.0,63.0,590.0,240.0,1760.0,380.0,290.0,50.0,100.0,1430.0,860.0,200.0,170.0,850.0,1040.0,570.0,390.0,720.0,810.0,180.0,320.0,630.0,870.0,820.0,200.0,510.0,50.0,270.0,180.0,210.0,890.0,150.0,1370.0,990.0,110.0,2100.0,360.0,280.0,1870.0,98.0,530.0,150.0,580.0,3130.0,340.0,140.0,830.0,240.0,110.0,620.0,60.0,13.0,183.0,6.0
"Perform general administrative tasks, such as keeping records or writing reports.",perform general administrative tasks such as keeping records or writing reports,Maintain medical facility records.,Maintain health or medical records.,Documenting/Recording Information,Athletic Trainers,athletic trainers,29-9091.00,Athletic Trainers,29-9091,29-9091.00,Miscellaneous Health Practitioners and Technical Workers,Other Healthcare Practitioners and Technical Occupations,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,5.0,False,3.25198,4.44,100.0,0.263564,0.1,E1,E1,62520.0,46940.0,62520.0,61710.0,57240.0,78490.0,64580.0,69960.0,59650.0,74450.0,61350.0,64590.0,76320.0,60410.0,64750.0,62780.0,55430.0,59140.0,60680.0,62760.0,61970.0,63970.0,70010.0,59280.0,65390.0,58180.0,58660.0,60090.0,61020.0,59820.0,60200.0,76210.0,72440.0,66230.0,56540.0,60900.0,61420.0,61320.0,57790.0,61060.0,63750.0,59240.0,58620.0,59850.0,64150.0,65980.0,62910.0,61860.0,63750.0,50510.0,61820.0,63190.0,62520.0,62520.0,62520.0,30500.0,840.0,63.0,590.0,240.0,1760.0,380.0,290.0,50.0,100.0,1430.0,860.0,200.0,170.0,850.0,1040.0,570.0,390.0,720.0,810.0,180.0,320.0,630.0,870.0,820.0,200.0,510.0,50.0,270.0,180.0,210.0,890.0,150.0,1370.0,990.0,110.0,2100.0,360.0,280.0,1870.0,98.0,530.0,150.0,580.0,3130.0,340.0,140.0,830.0,240.0,110.0,620.0,60.0,13.0,183.0,6.0
"Perform general administrative tasks, such as keeping records or writing reports.",perform general administrative tasks such as keeping records or writing reports,Perform clerical work in medical settings.,Perform administrative or clerical activities.,Performing Administrative Activities,Athletic Trainers,athletic trainers,29-9091.00,Athletic Trainers,29-9091,29-9091.00,Miscellaneous Health Practitioners and Technical Workers,Other Healthcare Practitioners and Technical Occupations,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,5.0,False,3.25198,4.44,100.0,0.263564,0.1,E1,E1,62520.0,46940.0,62520.0,61710.0,57240.0,78490.0,64580.0,69960.0,59650.0,74450.0,61350.0,64590.0,76320.0,60410.0,64750.0,62780.0,55430.0,59140.0,60680.0,62760.0,61970.0,63970.0,70010.0,59280.0,65390.0,58180.0,58660.0,60090.0,61020.0,59820.0,60200.0,76210.0,72440.0,66230.0,56540.0,60900.0,61420.0,61320.0,57790.0,61060.0,63750.0,59240.0,58620.0,59850.0,64150.0,65980.0,62910.0,61860.0,63750.0,50510.0,61820.0,63190.0,62520.0,62520.0,62520.0,30500.0,840.0,63.0,590.0,240.0,1760.0,380.0,290.0,50.0,100.0,1430.0,860.0,200.0,170.0,850.0,1040.0,570.0,390.0,720.0,810.0,180.0,320.0,630.0,870.0,820.0,200.0,510.0,50.0,270.0,180.0,210.0,890.0,150.0,1370.0,990.0,110.0,2100.0,360.0,280.0,1870.0,98.0,530.0,150.0,580.0,3130.0,340.0,140.0,830.0,240.0,110.0,620.0,60.0,13.0,183.0,6.0
"Perform general administrative tasks, such as taking attendance, editing internal paperwork, and making phone calls.",perform general administrative tasks such as taking attendance editing internal paperwork and making phone calls,Perform administrative or clerical tasks.,Perform administrative or clerical activities.,Performing Administrative Activities,Childcare Workers,childcare workers,39-9011.00,Childcare Workers,39-9011,39-9011.00,Childcare Workers,Other Personal Care and Service Workers,Personal Care and Service Occupations,2026-05-31,0.0791498850065242,4.906576980568013,True,2.325862692307692,4.17,84.1,0.1812039090344283,0.1,E1,E1,34980.0,22720.0,36200.0,35100.0,28450.0,40020.0,40750.0,36660.0,33210.0,47340.0,34210.0,28020.0,37030.0,30160.0,35830.0,30180.0,28420.0,29240.0,28920.0,22900.0,36350.0,36030.0,40900.0,30970.0,35520.0,22050.0,30790.0,35120.0,30740.0,29740.0,37080.0,36390.0,35840.0,37590.0,29140.0,30290.0,29680.0,27730.0,38650.0,30140.0,36940.0,29650.0,27940.0,29660.0,28570.0,31630.0,38030.0,34330.0,41680.0,27710.0,32460.0,28250.0,22020.0,22600.0,28010.0,518910.0,4580.0,1340.0,5530.0,5400.0,52780.0,13310.0,12020.0,1230.0,1350.0,21760.0,21040.0,1870.0,4430.0,23900.0,8280.0,6020.0,7430.0,5820.0,8000.0,4990.0,9750.0,13140.0,14010.0,11570.0,5420.0,12430.0,2190.0,9390.0,3740.0,2820.0,25070.0,4120.0,44020.0,12550.0,4030.0,11300.0,7590.0,5240.0,13000.0,1800.0,10660.0,2370.0,13650.0,34160.0,4830.0,1007.0,13930.0,4340.0,1930.0,5560.0,1110.0,221.0,1960.0,50.0
"Perform humorous and serious interpretations of emotions, actions, and situations, using body movements, facial expressions, and gestures.",perform humorous and serious interpretations of emotions actions and situations using body movements facial expressions and gestures,Entertain public with comedic or dramatic performances.,Present arts or entertainment performances.,Performing for or Working Directly with the Public,Actors,actors,27-2011.00,Actors,27-2011,27-2011.00,"Actors, Producers, and Directors","Entertainers and Performers, Sports and Related Workers","Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.217978306023539,False,2.420827692307692,4.68,91.66,0.3842021178402114,0.2,E0,E0,81670.0,51396.80000000001,81670.0,44012.80000000001,40539.2,81670.0,81670.0,58052.80000000001,81670.0,81670.0,39748.8,41080.0,81670.0,81670.0,31200.0,81670.0,81670.0,81670.0,39208.0,81670.0,81670.0,76918.4,81670.0,81670.0,39416.0,49316.80000000001,39936.0,81670.0,81670.0,26540.8,81670.0,50523.19999999999,81670.0,59155.2,39166.4,81670.0,28100.8,81670.0,62004.8,46072.0,81670.0,81670.0,81670.0,45385.6,53788.8,81670.0,81670.0,81670.0,81670.0,81670.0,81670.0,81670.0,81670.0,81670.0,81670.0,55000.0,150.0,114.0,380.0,70.0,26170.0,200.0,180.0,170.0,247.0,6400.0,1520.0,220.0,301.0,1060.0,510.0,548.0,505.0,90.0,680.0,225.0,520.0,660.0,150.0,520.0,80.0,450.0,70.0,360.0,790.0,240.0,470.0,306.0,6630.0,730.0,151.0,170.0,600.0,470.0,890.0,176.0,140.0,161.0,370.0,2160.0,630.0,107.0,1444.0,1248.0,247.0,260.0,99.0,23.0,330.0,11.0
"Perform initial debugging procedures by reviewing configuration files, logs, or code pieces to determine breakdown source.",perform initial debugging procedures by reviewing configuration files logs or code pieces to determine breakdown source,Read documents to gather technical information.,Read documents or materials to inform work processes.,Getting Information,"Software Developers, Applications",software developers applications,15-1132.00,Software Quality Assurance Analysts and Testers,15-1253,15-1253.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0791498850065242,4.643907455012854,False,0.8044553846153847,3.66,85.29,0.099452253317399,0.2,E1,E1,114549.41176470587,108307.0588235294,114549.41176470587,110045.29411764706,111294.89619377164,143515.58823529413,128445.88235294116,109510.0,114782.35294117648,114191.17647058824,110165.0,112089.11764705884,109759.70588235294,120062.54325259516,113710.0,93134.70588235294,97098.82352941176,100614.41176470587,88776.76470588235,78453.82352941176,98043.23529411764,120022.9411764706,136121.76470588235,107406.76470588236,110872.0588235294,84885.29411764706,98662.0588235294,109772.9411764706,102180.29411764706,119163.13148788927,117653.5294117647,124798.5294117647,119148.82352941176,135779.41176470587,111493.5294117647,90934.11764705884,103205.58823529413,90770.58823529413,119530.58823529413,103874.70588235294,111107.64705882352,107836.76470588236,77240.29411764706,101195.58823529413,111652.9411764706,97212.0588235294,92335.88235294116,126400.88235294116,140793.5294117647,81291.17647058824,100160.58823529413,114750.1903114187,114549.41176470587,67413.23529411765,114549.41176470587,672406.1764705882,6836.176470588235,1117.8529411764705,14941.764705882351,5745.588235294118,110753.52941176471,17472.05882352941,5204.117647058823,1445.2941176470588,2494.1176470588234,35416.17647058824,20889.117647058825,2341.4117647058824,2239.1176470588234,22635.29411764706,5660.588235294117,3601.176470588235,5164.705882352941,3080.2941176470586,1624.4117647058824,1166.470588235294,14120.294117647058,20082.647058823528,16414.70588235294,13390.588235294115,845.0000000000001,8459.117647058823,800.2941176470589,3187.6470588235293,2321.470588235294,4027.941176470588,21115.29411764706,1585.5882352941176,43799.70588235294,24930.58823529412,604.4117647058824,17467.35294117647,3321.7647058823527,8307.35294117647,21156.17647058824,1910.8823529411768,5457.352941176471,918.8235294117646,7191.764705882353,66272.05882352941,12092.35294117647,677.9411764705883,35434.117647058825,40018.82352941176,1121.1764705882351,9600.882352941177,1304.3529411764705,286.0,836.1764705882354,138.0
"Perform initial debugging procedures by reviewing configuration files, logs, or code pieces to determine breakdown source.",perform initial debugging procedures by reviewing configuration files logs or code pieces to determine breakdown source,Test software performance.,Test performance of computer or information systems.,"Inspecting Equipment, Structures, or Materials","Software Developers, Applications",software developers applications,15-1132.00,Software Quality Assurance Analysts and Testers,15-1253,15-1253.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0791498850065242,4.643907455012854,False,0.8044553846153847,3.66,85.29,0.099452253317399,0.2,E1,E1,114549.41176470587,108307.0588235294,114549.41176470587,110045.29411764706,111294.89619377164,143515.58823529413,128445.88235294116,109510.0,114782.35294117648,114191.17647058824,110165.0,112089.11764705884,109759.70588235294,120062.54325259516,113710.0,93134.70588235294,97098.82352941176,100614.41176470587,88776.76470588235,78453.82352941176,98043.23529411764,120022.9411764706,136121.76470588235,107406.76470588236,110872.0588235294,84885.29411764706,98662.0588235294,109772.9411764706,102180.29411764706,119163.13148788927,117653.5294117647,124798.5294117647,119148.82352941176,135779.41176470587,111493.5294117647,90934.11764705884,103205.58823529413,90770.58823529413,119530.58823529413,103874.70588235294,111107.64705882352,107836.76470588236,77240.29411764706,101195.58823529413,111652.9411764706,97212.0588235294,92335.88235294116,126400.88235294116,140793.5294117647,81291.17647058824,100160.58823529413,114750.1903114187,114549.41176470587,67413.23529411765,114549.41176470587,672406.1764705882,6836.176470588235,1117.8529411764705,14941.764705882351,5745.588235294118,110753.52941176471,17472.05882352941,5204.117647058823,1445.2941176470588,2494.1176470588234,35416.17647058824,20889.117647058825,2341.4117647058824,2239.1176470588234,22635.29411764706,5660.588235294117,3601.176470588235,5164.705882352941,3080.2941176470586,1624.4117647058824,1166.470588235294,14120.294117647058,20082.647058823528,16414.70588235294,13390.588235294115,845.0000000000001,8459.117647058823,800.2941176470589,3187.6470588235293,2321.470588235294,4027.941176470588,21115.29411764706,1585.5882352941176,43799.70588235294,24930.58823529412,604.4117647058824,17467.35294117647,3321.7647058823527,8307.35294117647,21156.17647058824,1910.8823529411768,5457.352941176471,918.8235294117646,7191.764705882353,66272.05882352941,12092.35294117647,677.9411764705883,35434.117647058825,40018.82352941176,1121.1764705882351,9600.882352941177,1304.3529411764705,286.0,836.1764705882354,138.0
Perform marketing and public relations activities.,perform marketing and public relations activities,"Promote products, services, or programs.","Promote products, services, or programs.",Selling or Influencing Others,Lodging Managers,lodging managers,11-9081.00,Lodging Managers,11-9081,11-9081.00,Lodging Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0113071264295034,4.893008803728638,False,1.548849230769231,3.96,71.31,0.7146414294471641,0.7,E1,E2,69250.0,69420.0,80060.0,77670.0,45870.0,76950.0,91750.0,76940.0,73850.0,75610.0,69120.0,61060.0,114070.0,65390.0,61530.0,67070.0,59680.0,64220.0,59440.0,63000.0,62400.0,73260.0,97350.0,58970.0,78890.0,62550.0,46880.0,66580.0,67990.0,78110.0,79210.0,107720.0,67320.0,79460.0,63860.0,62770.0,48690.0,50740.0,63220.0,60980.0,106630.0,62990.0,61920.0,63050.0,62000.0,67060.0,81440.0,66990.0,101350.0,72800.0,73590.0,61190.0,69250.0,43860.0,69250.0,42620.0,570.0,89.0,680.0,480.0,5070.0,1100.0,210.0,130.0,260.0,4790.0,1580.0,200.0,70.0,740.0,570.0,410.0,300.0,545.0,380.0,740.0,440.0,990.0,1199.0,250.0,290.0,170.0,670.0,330.0,490.0,90.0,450.0,370.0,2880.0,1460.0,270.0,1490.0,440.0,1170.0,1651.0,110.0,640.0,310.0,610.0,3900.0,473.0,210.0,1119.0,450.0,180.0,1130.0,420.0,18.0,110.0,9.0
Perform narration of productions or present announcements.,perform narration of productions or present announcements,"Inform viewers, listeners, or audiences.",Provide information or assistance to the public.,Communicating with People Outside the Organization,Audio and Video Equipment Technicians,audio and video equipment technicians,27-4011.00,Audio and Video Technicians,27-4011,27-4011.00,"Broadcast, Sound, and Lighting Technicians",Media and Communication Equipment Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.7172,False,0.8856857692307691,3.03,46.63,0.0426433654754055,0.1,E1,E1,58100.0,50160.0,62060.0,47140.0,43910.0,64620.0,56790.0,62120.0,59700.0,78770.0,54230.0,51350.0,60150.0,49950.0,60740.0,49870.0,51030.0,50030.0,48320.0,44480.0,46080.0,70040.0,58100.0,58300.0,53800.0,43500.0,50680.0,46700.0,50660.0,62770.0,56180.0,71040.0,47070.0,67600.0,46700.0,50110.0,49890.0,49010.0,52000.0,56890.0,64070.0,52000.0,58100.0,49970.0,49440.0,48730.0,51500.0,53960.0,69270.0,46590.0,51390.0,49680.0,58100.0,30860.0,58100.0,70230.0,320.0,70.0,1340.0,150.0,9280.0,830.0,820.0,130.0,830.0,6000.0,1630.0,430.0,210.0,3020.0,1390.0,290.0,220.0,600.0,860.0,150.0,1770.0,1632.0,1700.0,960.0,200.0,1370.0,140.0,290.0,1580.0,170.0,2280.0,420.0,7990.0,1870.0,100.0,1430.0,540.0,630.0,3080.0,150.0,440.0,205.0,1640.0,4280.0,1880.0,170.0,1900.0,1360.0,200.0,760.0,50.0,30.0,280.0,14.0
Perform needs assessments or consult with clients to determine the types of research and information required.,perform needs assessments or consult with clients to determine the types of research and information required,Confer with clients to exchange information.,Confer with clients to determine needs or order specifications.,"Communicating with Supervisors, Peers, or Subordinates",Social Science Research Assistants,social science research assistants,19-4061.00,Social Science Research Assistants,19-4061,19-4061.00,Social Science Research Assistants,"Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Occupations",2026-05-31,0.0113071264295034,4.6455335148450665,False,0.4308176923076923,3.39,45.32,0.1162432112166024,0.6,E2,E2,61990.0,53080.0,62230.0,61680.0,61990.0,60250.0,50430.0,60110.0,68230.0,65330.0,50700.0,66620.0,61990.0,62570.0,64890.0,57020.0,40940.0,67740.0,66390.0,52600.0,50650.0,65550.0,63480.0,60210.0,44920.0,61990.0,65940.0,49860.0,56190.0,26560.0,65690.0,62760.0,50640.0,61210.0,63710.0,61990.0,50330.0,69090.0,56770.0,54610.0,51420.0,64490.0,44820.0,46410.0,58070.0,61990.0,47510.0,53260.0,50420.0,51140.0,48090.0,61990.0,61990.0,61990.0,61990.0,30640.0,414.0,40.0,1020.0,255.0,5300.0,100.0,50.0,40.0,1560.0,1130.0,1840.0,123.0,168.0,250.0,210.0,140.0,170.0,1190.0,340.0,120.0,700.0,712.0,750.0,300.0,228.0,750.0,30.0,230.0,304.0,70.0,370.0,50.0,3040.0,2930.0,84.0,240.0,100.0,220.0,860.0,220.0,500.0,40.0,140.0,1180.0,500.0,40.0,700.0,450.0,550.0,110.0,55.0,13.0,184.0,6.0
"Perform ongoing hardware and software maintenance operations, including installing or upgrading hardware or software.",perform ongoing hardware and software maintenance operations including installing or upgrading hardware or software,Install computer software.,"Set up computer systems, networks, or other information systems.",Working with Computers,Computer Systems Engineers/Architects,computer systems engineersarchitects,15-1199.02,Computer Systems Engineers/Architects,15-1299,15-1299.08,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0226142528590069,4.629354247300876,True,0.3832030769230769,3.95,100.0,0.1415504761904762,0.5,E0,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,193835.0,7026.0,1897.0,5510.0,2992.0,214105.0,31521.0,8281.0,860.0,45947.0,13710.0,55109.0,5556.0,2778.0,29812.0,8922.0,10285.0,3580.0,1850.0,13410.0,900.0,50915.0,16482.0,19875.0,11166.0,3873.0,14340.0,1443.0,6091.0,6972.0,2591.0,32082.0,4408.0,11460.0,40310.0,1950.0,6150.0,8869.0,6545.0,14580.0,2217.0,11487.0,240.0,29197.0,152318.0,17844.0,3526.0,45412.0,38360.0,9029.0,12502.0,454.0,748.0,2351.0,107.0
"Perform ongoing hardware and software maintenance operations, including installing or upgrading hardware or software.",perform ongoing hardware and software maintenance operations including installing or upgrading hardware or software,Install computer hardware.,"Set up computer systems, networks, or other information systems.",Working with Computers,Computer Systems Engineers/Architects,computer systems engineersarchitects,15-1199.02,Computer Systems Engineers/Architects,15-1299,15-1299.08,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0226142528590069,4.629354247300876,True,0.3832030769230769,3.95,100.0,0.1415504761904762,0.5,E0,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,193835.0,7026.0,1897.0,5510.0,2992.0,214105.0,31521.0,8281.0,860.0,45947.0,13710.0,55109.0,5556.0,2778.0,29812.0,8922.0,10285.0,3580.0,1850.0,13410.0,900.0,50915.0,16482.0,19875.0,11166.0,3873.0,14340.0,1443.0,6091.0,6972.0,2591.0,32082.0,4408.0,11460.0,40310.0,1950.0,6150.0,8869.0,6545.0,14580.0,2217.0,11487.0,240.0,29197.0,152318.0,17844.0,3526.0,45412.0,38360.0,9029.0,12502.0,454.0,748.0,2351.0,107.0
"Perform ongoing hardware and software maintenance operations, including installing or upgrading hardware or software.",perform ongoing hardware and software maintenance operations including installing or upgrading hardware or software,Maintain computer hardware.,"Maintain electronic, computer, or other technical equipment.",Repairing and Maintaining Mechanical Equipment,Computer Systems Engineers/Architects,computer systems engineersarchitects,15-1199.02,Computer Systems Engineers/Architects,15-1299,15-1299.08,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0226142528590069,4.629354247300876,True,0.3832030769230769,3.95,100.0,0.1415504761904762,0.5,E0,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,193835.0,7026.0,1897.0,5510.0,2992.0,214105.0,31521.0,8281.0,860.0,45947.0,13710.0,55109.0,5556.0,2778.0,29812.0,8922.0,10285.0,3580.0,1850.0,13410.0,900.0,50915.0,16482.0,19875.0,11166.0,3873.0,14340.0,1443.0,6091.0,6972.0,2591.0,32082.0,4408.0,11460.0,40310.0,1950.0,6150.0,8869.0,6545.0,14580.0,2217.0,11487.0,240.0,29197.0,152318.0,17844.0,3526.0,45412.0,38360.0,9029.0,12502.0,454.0,748.0,2351.0,107.0
"Perform or direct revision, repair, or expansion of existing programs to increase operating efficiency or adapt to new requirements.",perform or direct revision repair or expansion of existing programs to increase operating efficiency or adapt to new requirements,Modify software programs to improve performance.,Design computer or information systems or applications.,Thinking Creatively,Computer Programmers,computer programmers,15-1131.00,Computer Programmers,15-1251,15-1251.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.2374496550195726,4.45378909382518,False,2.249808076923077,4.37,100.0,0.96421051975622,0.5,E2,E1,100390.0,93800.0,91700.0,88990.0,111840.0,116760.0,104610.0,133820.0,100390.0,100390.0,93180.0,98380.0,118180.0,89020.0,72540.0,97000.0,79180.0,92960.0,94850.0,100390.0,101780.0,125570.0,128390.0,65860.0,107250.0,85120.0,90420.0,89920.0,95150.0,93600.0,74000.0,104940.0,83750.0,103980.0,81070.0,92280.0,85270.0,99780.0,99540.0,89180.0,96470.0,99740.0,58240.0,100390.0,99330.0,104890.0,89560.0,121610.0,125620.0,65320.0,100390.0,81640.0,100390.0,51310.0,100390.0,92230.0,890.0,530.0,1560.0,1050.0,11340.0,930.0,1650.0,450.0,230.0,4760.0,1890.0,450.0,505.0,1280.0,1520.0,950.0,460.0,950.0,1580.0,450.0,2490.0,1930.0,4400.0,2070.0,1170.0,1520.0,301.0,1090.0,840.0,403.0,3930.0,600.0,7020.0,4120.0,190.0,2100.0,990.0,1370.0,3120.0,250.0,790.0,70.0,920.0,7620.0,690.0,170.0,3070.0,2540.0,140.0,3080.0,60.0,39.0,920.0,19.0
Perform or direct Web site updates.,perform or direct web site updates,Update website content.,Process digital or online data.,Working with Computers,Web Developers,web developers,15-1134.00,Web Developers,15-1254,15-1254.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0734963217917724,4.487598306110104,False,0.690788076923077,4.0,100.0,0.1070375688463372,0.2,E1,E1,98992.64705882352,72653.81487889274,83517.34429065743,88434.70588235294,77620.8910034602,128812.9411764706,91499.11764705884,90808.5294117647,86000.58823529411,110755.88235294116,87110.57958477509,97867.35294117648,98992.64705882352,70885.29411764706,85317.35294117648,71124.11764705883,66920.29411764706,71930.29411764706,79483.82352941176,76087.05882352941,98992.64705882352,103787.9411764706,106891.4705882353,88712.94117647059,90754.41176470587,70804.10899653978,85431.76470588235,70425.58823529411,72062.64705882352,81487.64705882352,96639.70588235294,95252.64705882352,59838.23529411765,111103.23529411764,97381.17647058824,67758.5294117647,90256.75605536332,77384.11764705883,85561.17647058824,96315.88235294116,102526.76470588236,79721.17647058824,77863.53806228373,68473.23529411765,95216.17647058824,100069.41176470587,92620.8910034602,99745.88235294116,130462.35294117648,74685.88235294117,93262.0588235294,67633.23529411765,61108.52076124567,47517.64705882353,98992.64705882352,62631.91176470588,482.9411764705882,74.11764705882354,898.2352941176471,468.1764705882353,18367.941176470587,2557.3529411764707,923.2352941176472,158.23529411764707,457.9411764705882,4334.558823529412,2226.470588235294,164.70588235294116,287.05882352941177,3047.058823529412,1027.6470588235293,559.7058823529412,332.3529411764706,448.8235294117647,311.1764705882353,287.3529411764705,1596.764705882353,2387.058823529412,1675.0,1378.8235294117646,212.35294117647047,1187.9411764705883,298.52941176470586,503.8235294117647,809.4117647058823,447.6470588235294,2205.2941176470586,169.11764705882354,11014.411764705885,2795.5882352941176,98.23529411764706,2153.823529411765,370.88235294117646,1190.294117647059,2312.6470588235293,222.7941176470588,760.2941176470589,274.3235294117647,2732.058823529412,5468.823529411765,1157.0588235294117,99.05882352941175,3137.058823529412,8425.588235294117,288.2352941176471,1012.3529411764706,83.52941176470588,28.676470588235293,221.1764705882353,13.0
Perform or direct Web site updates.,perform or direct web site updates,Update website content.,Process digital or online data.,Working with Computers,Web Developers,web developers,15-1134.00,Web and Digital Interface Designers,15-1255,15-1255.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0734963217917724,4.487598306110104,False,0.690788076923077,4.0,100.0,0.0669151310722804,0.2,E1,E1,98992.64705882352,72653.81487889274,83517.34429065743,88434.70588235294,77620.8910034602,128812.9411764706,91499.11764705884,90808.5294117647,86000.58823529411,110755.88235294116,87110.57958477509,97867.35294117648,98992.64705882352,70885.29411764706,85317.35294117648,71124.11764705883,66920.29411764706,71930.29411764706,79483.82352941176,76087.05882352941,98992.64705882352,103787.9411764706,106891.4705882353,88712.94117647059,90754.41176470587,70804.10899653978,85431.76470588235,70425.58823529411,72062.64705882352,81487.64705882352,96639.70588235294,95252.64705882352,59838.23529411765,111103.23529411764,97381.17647058824,67758.5294117647,90256.75605536332,77384.11764705883,85561.17647058824,96315.88235294116,102526.76470588236,79721.17647058824,77863.53806228373,68473.23529411765,95216.17647058824,100069.41176470587,92620.8910034602,99745.88235294116,130462.35294117648,74685.88235294117,93262.0588235294,67633.23529411765,61108.52076124567,47517.64705882353,98992.64705882352,62631.91176470588,482.9411764705882,74.11764705882354,898.2352941176471,468.1764705882353,18367.941176470587,2557.3529411764707,923.2352941176472,158.23529411764707,457.9411764705882,4334.558823529412,2226.470588235294,164.70588235294116,287.05882352941177,3047.058823529412,1027.6470588235293,559.7058823529412,332.3529411764706,448.8235294117647,311.1764705882353,287.3529411764705,1596.764705882353,2387.058823529412,1675.0,1378.8235294117646,212.35294117647047,1187.9411764705883,298.52941176470586,503.8235294117647,809.4117647058823,447.6470588235294,2205.2941176470586,169.11764705882354,11014.411764705885,2795.5882352941176,98.23529411764706,2153.823529411765,370.88235294117646,1190.294117647059,2312.6470588235293,222.7941176470588,760.2941176470589,274.3235294117647,2732.058823529412,5468.823529411765,1157.0588235294117,99.05882352941175,3137.058823529412,8425.588235294117,288.2352941176471,1012.3529411764706,83.52941176470588,28.676470588235293,221.1764705882353,13.0
"Perform or evaluate research, such as detailed company or industry analyses, to inform financial forecasting, decision making, or valuation.",perform or evaluate research such as detailed company or industry analyses to inform financial forecasting decision making or valuation,Analyze forecasting data to improve business decisions.,Analyze data to improve operations.,Analyzing Data or Information,Investment Fund Managers,investment fund managers,11-9199.03,Investment Fund Managers,11-3031,11-3031.03,Financial Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0113071264295034,4.874360774090043,False,2.5139707692307693,4.38,89.62,0.7691946493193637,0.4,E1,E2,166570.0,140500.0,127030.0,139830.0,116570.0,180770.0,182690.0,174830.0,181580.0,188880.0,153280.0,166790.0,134210.0,127210.0,165880.0,135840.0,133320.0,159380.0,130650.0,126800.0,133610.0,158750.0,206760.0,139370.0,163410.0,111390.0,143460.0,131060.0,140360.0,132490.0,144730.0,199110.0,133700.0,219880.0,166780.0,135890.0,140870.0,132460.0,156460.0,145610.0,166940.0,136160.0,159700.0,141010.0,164860.0,150450.0,128690.0,185220.0,174840.0,113140.0,139720.0,124910.0,80390.0,90660.0,94990.0,527667.0,7200.000000000001,3799.0,28022.0,13391.0,175488.0,20011.0,37689.0,5285.0,16795.0,91985.0,40228.0,7128.0,5868.0,99150.0,23622.0,17171.0,9761.0,12469.0,13297.0,5868.0,37181.0,49180.0,42297.0,31370.0,6526.0,25070.0,2840.0,10588.0,15215.0,8143.0,32510.000000000004,4758.0,151979.0,42240.0,4025.0,51456.0,12544.0,14312.0,60521.0,4833.0,16964.0,1881.0,33157.0,135166.0,16663.0,3366.0,39213.0,24317.0,4909.0,29207.0,1373.0,715.0,7147.0,320.0
"Perform or evaluate the results of diagnostic tests, such as radiographs (x-rays) and electrocardiograms (EKGs).",perform or evaluate the results of diagnostic tests such as radiographs xrays and electrocardiograms ekgs,Analyze test data or images to inform diagnosis or treatment.,Analyze health or medical data.,Analyzing Data or Information,Nurse Anesthetists,nurse anesthetists,29-1151.00,Nurse Anesthetists,29-1151,29-1151.00,Nurse Anesthetists,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.891989198919891,True,2.06588,4.44,100.0,0.1514448571428572,0.1,E2,E2,236590.0,190300.0,341210.0,248660.0,224280.0,292410.0,236590.0,236960.0,236590.0,236590.0,210570.0,224630.0,236590.0,263130.0,286830.0,236590.0,273070.0,212090.0,222520.0,222130.0,247470.0,223140.0,295550.0,247010.0,266190.0,198410.0,242630.0,277380.0,246730.0,236590.0,275980.0,291350.0,129370.0,321030.0,224610.0,244240.0,231810.0,156830.0,272330.0,221530.0,236590.0,265480.0,263930.0,211450.0,244990.0,126600.0,283060.0,252110.0,274390.0,278530.0,273170.0,255250.0,236590.0,236590.0,236590.0,51840.0,1810.0,90.0,310.0,432.0,2230.0,800.0,480.0,161.0,232.0,4600.0,1170.0,208.0,284.0,1140.0,600.0,380.0,910.0,1640.0,900.0,380.0,840.0,500.0,2300.0,2130.0,480.0,1550.0,169.0,430.0,514.0,490.0,1419.0,288.0,2450.0,3340.0,250.0,2300.0,990.0,370.0,2500.0,120.0,1010.0,400.0,1690.0,4060.0,575.0,40.0,700.0,760.0,740.0,990.0,80.0,22.0,311.0,11.0
"Perform or evaluate the results of diagnostic tests, such as radiographs (x-rays) and electrocardiograms (EKGs).",perform or evaluate the results of diagnostic tests such as radiographs xrays and electrocardiograms ekgs,Operate diagnostic imaging equipment.,Operate medical equipment.,Controlling Machines and Processes,Nurse Anesthetists,nurse anesthetists,29-1151.00,Nurse Anesthetists,29-1151,29-1151.00,Nurse Anesthetists,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.891989198919891,True,2.06588,4.44,100.0,0.1514448571428572,0.1,E2,E2,236590.0,190300.0,341210.0,248660.0,224280.0,292410.0,236590.0,236960.0,236590.0,236590.0,210570.0,224630.0,236590.0,263130.0,286830.0,236590.0,273070.0,212090.0,222520.0,222130.0,247470.0,223140.0,295550.0,247010.0,266190.0,198410.0,242630.0,277380.0,246730.0,236590.0,275980.0,291350.0,129370.0,321030.0,224610.0,244240.0,231810.0,156830.0,272330.0,221530.0,236590.0,265480.0,263930.0,211450.0,244990.0,126600.0,283060.0,252110.0,274390.0,278530.0,273170.0,255250.0,236590.0,236590.0,236590.0,51840.0,1810.0,90.0,310.0,432.0,2230.0,800.0,480.0,161.0,232.0,4600.0,1170.0,208.0,284.0,1140.0,600.0,380.0,910.0,1640.0,900.0,380.0,840.0,500.0,2300.0,2130.0,480.0,1550.0,169.0,430.0,514.0,490.0,1419.0,288.0,2450.0,3340.0,250.0,2300.0,990.0,370.0,2500.0,120.0,1010.0,400.0,1690.0,4060.0,575.0,40.0,700.0,760.0,740.0,990.0,80.0,22.0,311.0,11.0
"Perform or interpret the outcomes of diagnostic imaging procedures including magnetic resonance imaging (MRI), computer tomography (CT), positron emission tomography (PET), nuclear cardiology treadmill studies, mammography, or ultrasound.",perform or interpret the outcomes of diagnostic imaging procedures including magnetic resonance imaging mri computer tomography ct positron emission tomography pet nuclear cardiology treadmill studies mammography or ultrasound,Analyze test data or images to inform diagnosis or treatment.,Analyze health or medical data.,Analyzing Data or Information,Nuclear Medicine Physicians,nuclear medicine physicians,29-1069.05,Radiologists,29-1224,29-1224.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.977634495264962,True,6.9263,4.92,96.34,0.99503955238279,0.3,E2,E2,420860.0,420860.0,420860.0,470640.0,75600.0,270560.0,344270.0,191990.0,420860.0,182450.0,417690.0,335190.0,420860.0,420860.0,420860.0,430640.0,405220.0,179990.0,279990.0,420860.0,555750.0,581510.0,426560.0,485920.0,708340.0,420860.0,420860.0,360330.0,420860.0,386210.0,506010.0,482700.0,96170.0,441580.0,420860.0,553140.0,260000.0,420860.0,420860.0,455380.0,420860.0,174480.0,586010.0,420860.0,319320.0,417250.0,420860.0,376270.0,420860.0,471650.0,392610.0,161750.0,420860.0,420860.0,420860.0,26770.0,361.0,56.0,554.0,150.0,690.0,500.0,290.0,160.0,80.0,1680.0,836.0,80.0,147.0,1043.0,680.0,130.0,246.0,342.0,331.0,110.0,473.0,622.0,360.0,440.0,100.0,280.0,110.0,160.0,410.0,210.0,733.0,170.0,2010.0,845.0,120.0,770.0,110.0,230.0,1360.0,86.0,394.0,70.0,561.0,2330.0,380.0,52.0,703.0,1480.0,360.0,980.0,30.0,11.0,161.0,5.0
"Perform or interpret the outcomes of diagnostic imaging procedures including magnetic resonance imaging (MRI), computer tomography (CT), positron emission tomography (PET), nuclear cardiology treadmill studies, mammography, or ultrasound.",perform or interpret the outcomes of diagnostic imaging procedures including magnetic resonance imaging mri computer tomography ct positron emission tomography pet nuclear cardiology treadmill studies mammography or ultrasound,Operate diagnostic imaging equipment.,Operate medical equipment.,Controlling Machines and Processes,Nuclear Medicine Physicians,nuclear medicine physicians,29-1069.05,Radiologists,29-1224,29-1224.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.977634495264962,True,6.9263,4.92,96.34,0.99503955238279,0.3,E2,E2,420860.0,420860.0,420860.0,470640.0,75600.0,270560.0,344270.0,191990.0,420860.0,182450.0,417690.0,335190.0,420860.0,420860.0,420860.0,430640.0,405220.0,179990.0,279990.0,420860.0,555750.0,581510.0,426560.0,485920.0,708340.0,420860.0,420860.0,360330.0,420860.0,386210.0,506010.0,482700.0,96170.0,441580.0,420860.0,553140.0,260000.0,420860.0,420860.0,455380.0,420860.0,174480.0,586010.0,420860.0,319320.0,417250.0,420860.0,376270.0,420860.0,471650.0,392610.0,161750.0,420860.0,420860.0,420860.0,26770.0,361.0,56.0,554.0,150.0,690.0,500.0,290.0,160.0,80.0,1680.0,836.0,80.0,147.0,1043.0,680.0,130.0,246.0,342.0,331.0,110.0,473.0,622.0,360.0,440.0,100.0,280.0,110.0,160.0,410.0,210.0,733.0,170.0,2010.0,845.0,120.0,770.0,110.0,230.0,1360.0,86.0,394.0,70.0,561.0,2330.0,380.0,52.0,703.0,1480.0,360.0,980.0,30.0,11.0,161.0,5.0
"Perform personnel duties, such as hiring staff and evaluating work performance.",perform personnel duties such as hiring staff and evaluating work performance,"Select staff, team members, or performers.",Perform recruiting or hiring activities.,Staffing Organizational Units,Program Directors,program directors,27-2012.03,Media Programming Directors,27-2012,27-2012.03,"Actors, Producers, and Directors","Entertainers and Performers, Sports and Related Workers","Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.8485000000000005,False,0.2966430769230769,3.89,79.8,0.1294304395878641,0.6,E0,E2,90360.0,63340.0,54060.0,67320.0,38820.0,129790.0,78060.0,88260.0,72650.0,104270.0,79920.0,79950.0,66190.0,61150.0,81080.0,59870.0,58550.0,60600.0,54550.0,62920.0,71320.0,79350.0,80970.0,65720.0,76360.0,48100.0,66460.0,52580.0,52580.0,78480.0,61560.0,119840.0,90360.0,107550.0,63700.0,57870.0,69350.0,61600.0,87460.0,75460.0,84250.0,56030.0,60260.0,73020.0,71710.0,76350.0,55660.0,65900.0,81550.0,46660.0,66390.0,60420.0,90360.0,48820.0,90360.0,47706.66666666666,1001.0,154.0,1655.0,674.0,32824.0,1886.0,2117.0,144.0,2540.0,6890.0,4821.0,491.0,366.0,3050.0,1424.0,693.0,404.0,914.0,847.0,385.0,1549.0,3310.0,2223.0,1338.0,375.0,1569.0,375.0,452.0,1569.0,289.0,2858.0,500.0,26934.0,3368.0,164.0,1549.0,741.0,1578.0,4042.0,539.0,1145.0,164.0,2810.0,6361.0,1607.0,279.0,2714.0,2184.0,221.0,1540.0,125.0,19.0,250.0,10.0
"Perform quality control audits to ensure accuracy, completeness, or proper usage of clinical systems and data.",perform quality control audits to ensure accuracy completeness or proper usage of clinical systems and data,Evaluate data quality.,Evaluate the quality or accuracy of data.,Processing Information,Clinical Data Managers,clinical data managers,15-2041.02,Clinical Data Managers,15-2051,15-2051.02,Data Scientists,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.726446531354136,False,0.1626123076923076,3.72,90.0,0.1792910445904138,1.459867005672885,E1,E2,120230.0,103120.0,84110.0,107240.0,109390.0,141590.0,117400.0,126340.0,120230.0,126490.0,115820.0,104340.0,102130.0,89380.0,106560.0,91470.0,95830.0,98130.0,91760.0,78760.0,90880.0,136370.0,131750.0,100590.0,128800.0,69490.0,97090.0,100490.0,98230.0,98540.0,100620.0,135280.0,95850.0,130460.0,119090.0,81900.0,102630.0,86310.0,125990.0,106850.0,102440.0,91990.0,96150.0,100330.0,122090.0,108090.0,127070.0,126430.0,163350.0,85090.0,106680.0,120230.0,120230.0,80350.0,120230.0,117012.0,2327.0,308.0,6099.0,709.0,52581.0,8400.0,2354.0,1030.0,3585.0,13697.0,12386.0,401.0,1806.0,14071.0,4789.0,3076.0,655.0,2060.0,1739.0,1618.0,4468.0,12600.0,9845.0,5377.0,589.0,6327.0,294.0,2648.0,2247.0,1471.0,8601.0,749.0,32062.0,15289.0,281.0,8159.0,2541.0,2862.0,18472.0,1552.0,3750.000000000001,294.0,3732.0,34590.0,5832.0,200.00000000000003,11931.0,12841.0,522.0,5845.0,210.0,49.0,100.0,24.0
Perform risk analyses so that appropriate countermeasures can be developed.,perform risk analyses so that appropriate countermeasures can be developed,Assess risks to business operations.,Analyze business or financial risks.,Analyzing Data or Information,Security Management Specialists,security management specialists,13-1199.02,Security Management Specialists,13-1199,13-1199.07,Miscellaneous Business Operations Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0678427585770207,4.865698547821733,False,0.250576923076923,4.05,100.0,1.2005178571428572,6.9,E2,E2,83050.0,100240.0,94740.0,83280.0,61240.0,87570.0,92520.0,85530.0,95040.0,108160.0,79650.0,78410.0,92620.0,76400.0,82070.0,79030.0,80470.0,83350.0,74690.0,63220.0,78830.0,101500.0,93270.0,81810.0,77820.0,76980.0,80420.0,74990.0,77980.0,67330.0,83740.0,91060.0,79100.0,83450.0,80230.0,80500.0,79350.0,93640.0,77170.0,80590.0,88130.0,79110.0,85340.0,78690.0,80820.0,80190.0,71710.0,85200.0,100360.0,69240.0,67370.0,74060.0,88610.0,46700.0,65170.0,465402.0,11970.0,3459.0,20909.0,14042.0,265432.0,78208.0,9641.0,2740.0,64714.0,113417.0,115506.0,4030.0,4692.0,56409.0,10771.0,16953.0,16799.0,10052.0,29129.0,7244.0,68190.0,30670.0,35859.0,28102.0,7072.0,15769.999999999998,8151.0,4350.0,15652.0,3288.0,58584.0,14470.0,49302.0,70519.0,3100.0,54268.0,9761.0,25550.0,46665.0,3836.0,15258.0,1610.0,20190.0,178559.0,5160.0,4178.0,77335.0,88449.0,6970.0,20909.0,3031.0,805.0,16029.0,634.0
Perform risk assessments and execute tests of data processing system to ensure functioning of data processing activities and security measures.,perform risk assessments and execute tests of data processing system to ensure functioning of data processing activities and security measures,Test computer system operations to ensure proper functioning.,Test performance of computer or information systems.,"Inspecting Equipment, Structures, or Materials",Information Security Analysts,information security analysts,15-1122.00,Information Security Analysts,15-1212,15-1212.00,Computer and Information Analysts,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.864142538975502,False,0.7988692307692309,4.12,87.67,3.87686211469412,7.0,E2,E2,129180.0,122730.0,114990.0,125260.0,103490.0,138570.0,135220.0,130570.0,137030.0,135090.0,124860.0,128970.0,126250.0,129180.0,124180.0,101420.0,119710.0,100620.0,103630.0,92990.0,101730.0,139640.0,136550.0,106230.0,130710.0,87690.0,103440.0,81950.0,92550.0,106200.0,124000.0,134820.0,130070.0,134660.0,131540.0,107540.0,110480.0,94000.0,129180.0,117770.0,109420.0,105800.0,116640.0,115430.0,129890.0,99690.0,109750.0,134900.0,154940.0,129180.0,101550.0,98710.0,129180.0,63740.0,129180.0,190650.0,4010.0,300.0,3420.0,1460.0,15570.0,5700.0,1170.0,720.0,1510.0,14220.0,6290.0,580.0,840.0,5260.0,2260.0,1160.0,1830.0,1680.0,720.0,400.0,8650.0,6100.0,3280.0,2680.0,480.0,3260.0,380.0,1210.0,1330.0,590.0,4860.0,2470.0,10060.0,8670.0,310.0,6010.0,1640.0,2250.0,4660.0,710.0,1720.0,770.0,3330.0,16130.0,1910.0,220.0,19120.0,6030.0,855.0,2130.0,140.0,81.0,500.0,39.0
Perform risk assessments to develop response strategies.,perform risk assessments to develop response strategies,"Analyze security of systems, network, or data.",Analyze performance of systems or equipment.,Analyzing Data or Information,Information Technology Project Managers,information technology project managers,15-1199.09,Information Technology Project Managers,15-1299,15-1299.09,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0339213792885103,4.916886543535621,False,0.6068153846153845,4.05,100.0,0.134031749573136,0.3,E2,E2,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,45756.0,1658.0,448.0,5510.0,706.0,50541.0,7441.0,1955.0,860.0,10846.0,13709.999999999998,13009.0,1312.0,656.0,7037.0,2106.0,2428.0,845.0,1850.0,3166.0,900.0,12019.0,3891.0,4692.0,2636.0,914.0,14340.000000000002,341.0,1438.0,1646.0,612.0,7573.0,1040.0,11460.0,9515.0,460.0,6150.0,2094.0,1545.0,14580.0,523.0,2711.0,240.0,6892.0,35956.0,4212.0,832.0,10720.0,9055.0,2131.0,2951.0,107.0,177.0,555.0,25.0
"Perform routine network startup and shutdown procedures, and maintain control records.",perform routine network startup and shutdown procedures and maintain control records,Maintain computer networks to enhance performance and user access.,"Maintain electronic, computer, or other technical equipment.",Repairing and Maintaining Mechanical Equipment,Network and Computer Systems Administrators,network and computer systems administrators,15-1142.00,Network and Computer Systems Administrators,15-1244,15-1244.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.874891681109186,False,0.4465242307692307,3.41,91.68,0.034493446810726,0.1,E2,E1,99130.0,81400.0,97500.0,90280.0,81590.0,106440.0,103370.0,105880.0,94200.0,110970.0,95200.0,97170.0,101450.0,91880.0,100080.0,84550.0,84500.0,83340.0,87020.0,90160.0,83890.0,118290.0,110980.0,92750.0,101870.0,79990.0,80870.0,80950.0,84700.0,103440.0,100230.0,116420.0,90790.0,105810.0,95230.0,86450.0,97570.0,83990.0,102000.0,86140.0,103100.0,92520.0,75010.0,88100.0,101240.0,95820.0,86020.0,109610.0,103910.0,74490.0,83650.0,75220.0,59820.0,54200.0,99130.0,314340.0,5040.0,920.0,5810.0,1750.0,26170.0,8360.0,2170.0,850.0,1320.0,26890.0,9190.0,1490.0,1010.0,9820.0,4310.0,3110.0,4100.0,2800.0,1789.9999999999998,920.0,9230.0,8270.0,6899.999999999999,4550.0,1380.0,5810.0,850.0,1560.0,1980.0,1660.0,9280.0,1220.0,18220.0,13850.000000000002,930.0,15130.0,2580.0,4880.0,7750.0,1060.0,3579.9999999999995,1690.0,5070.0,34840.0,2050.0,560.0,12430.0,8600.0,1510.0,8470.0,610.0,90.0,890.0000000000001,64.0
"Perform routine network startup and shutdown procedures, and maintain control records.",perform routine network startup and shutdown procedures and maintain control records,Document operational activities.,Maintain operational records.,Documenting/Recording Information,Network and Computer Systems Administrators,network and computer systems administrators,15-1142.00,Network and Computer Systems Administrators,15-1244,15-1244.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.874891681109186,False,0.4465242307692307,3.41,91.68,0.034493446810726,0.1,E2,E1,99130.0,81400.0,97500.0,90280.0,81590.0,106440.0,103370.0,105880.0,94200.0,110970.0,95200.0,97170.0,101450.0,91880.0,100080.0,84550.0,84500.0,83340.0,87020.0,90160.0,83890.0,118290.0,110980.0,92750.0,101870.0,79990.0,80870.0,80950.0,84700.0,103440.0,100230.0,116420.0,90790.0,105810.0,95230.0,86450.0,97570.0,83990.0,102000.0,86140.0,103100.0,92520.0,75010.0,88100.0,101240.0,95820.0,86020.0,109610.0,103910.0,74490.0,83650.0,75220.0,59820.0,54200.0,99130.0,314340.0,5040.0,920.0,5810.0,1750.0,26170.0,8360.0,2170.0,850.0,1320.0,26890.0,9190.0,1490.0,1010.0,9820.0,4310.0,3110.0,4100.0,2800.0,1789.9999999999998,920.0,9230.0,8270.0,6899.999999999999,4550.0,1380.0,5810.0,850.0,1560.0,1980.0,1660.0,9280.0,1220.0,18220.0,13850.000000000002,930.0,15130.0,2580.0,4880.0,7750.0,1060.0,3579.9999999999995,1690.0,5070.0,34840.0,2050.0,560.0,12430.0,8600.0,1510.0,8470.0,610.0,90.0,890.0000000000001,64.0
"Perform routine system administrative functions, such as troubleshooting, back-ups, or upgrades.",perform routine system administrative functions such as troubleshooting backups or upgrades,Create electronic data backup to prevent loss of information.,Implement security measures for computer or information systems.,Working with Computers,Bioinformatics Technicians,bioinformatics technicians,43-9111.01,Bioinformatics Technicians,15-2099,15-2099.01,Miscellaneous Mathematical Science Occupations,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0791498850065242,4.727609635577517,False,0.4955161538461538,3.36,58.15,0.1834753589883778,0.6,E2,E1,81490.0,81490.0,78580.0,81490.0,81490.0,180500.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,81090.0,81490.0,49020.0,81490.0,81490.0,81490.0,81490.0,42850.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,61400.0,81490.0,79460.0,101850.0,81490.0,81490.0,36820.0,81490.0,81490.0,81490.0,81490.0,81490.0,65110.0,93090.0,81490.0,81490.0,59990.0,65840.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,3720.0,50.0,90.0,77.0,31.0,120.0,68.0,40.0,12.0,17.0,30.0,100.0,15.0,20.0,1320.0,76.0,30.0,34.0,48.0,46.0,15.0,50.0,86.0,105.0,70.0,28.0,70.0,12.0,24.0,37.0,16.0,50.0,21.0,70.0,117.0,10.0,132.0,40.0,47.0,144.0,12.0,55.0,11.0,78.0,334.0,41.0,7.0,180.0,320.0,17.0,70.0,7.0,2.0,22.0,1.0
"Perform routine system administrative functions, such as troubleshooting, back-ups, or upgrades.",perform routine system administrative functions such as troubleshooting backups or upgrades,Troubleshoot issues with computer applications or systems.,Resolve computer problems.,Working with Computers,Bioinformatics Technicians,bioinformatics technicians,43-9111.01,Bioinformatics Technicians,15-2099,15-2099.01,Miscellaneous Mathematical Science Occupations,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0791498850065242,4.727609635577517,False,0.4955161538461538,3.36,58.15,0.1834753589883778,0.6,E2,E1,81490.0,81490.0,78580.0,81490.0,81490.0,180500.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,81090.0,81490.0,49020.0,81490.0,81490.0,81490.0,81490.0,42850.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,61400.0,81490.0,79460.0,101850.0,81490.0,81490.0,36820.0,81490.0,81490.0,81490.0,81490.0,81490.0,65110.0,93090.0,81490.0,81490.0,59990.0,65840.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,3720.0,50.0,90.0,77.0,31.0,120.0,68.0,40.0,12.0,17.0,30.0,100.0,15.0,20.0,1320.0,76.0,30.0,34.0,48.0,46.0,15.0,50.0,86.0,105.0,70.0,28.0,70.0,12.0,24.0,37.0,16.0,50.0,21.0,70.0,117.0,10.0,132.0,40.0,47.0,144.0,12.0,55.0,11.0,78.0,334.0,41.0,7.0,180.0,320.0,17.0,70.0,7.0,2.0,22.0,1.0
"Perform sales floor work, such as greeting or assisting customers, stocking shelves, or taking inventory.",perform sales floor work such as greeting or assisting customers stocking shelves or taking inventory,"Provide basic information to guests, visitors, or clients.","Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,General and Operations Managers,general and operations managers,11-1021.00,General and Operations Managers,11-1021,11-1021.00,General and Operations Managers,Top Executives,Management Occupations,2026-05-31,0.0226142528590069,4.784414372375174,True,2.152603076923077,3.87,59.07,0.1271766819108616,0.1,E0,E0,105770.0,111790.0,116630.0,94800.0,74050.0,124390.0,131840.0,137220.0,137220.0,168000.0,101580.0,103730.0,108180.0,80390.0,103570.0,108170.0,87690.0,92840.0,79370.0,101790.0,98860.0,117930.0,127220.0,99530.0,99340.0,106680.0,79300.0,91380.0,85090.0,99390.0,124680.0,173690.0,98630.0,130860.0,101950.0,98170.0,97700.0,90430.0,103490.0,103130.0,117380.0,106080.0,137400.0,106970.0,103230.0,97850.0,98640.0,122080.0,133750.0,82500.0,118730.0,99700.0,67690.0,73570.0,82850.0,3503020.0,30170.0,6020.0,110480.0,34570.0,300840.0,41870.0,39070.0,5000.0,36150.0,236290.0,111060.0,13380.0,24880.0,171300.0,47180.0,30760.0,24660.0,52100.0,43220.0,14770.0,96740.0,95880.0,85860.0,72860.0,10630.0,109020.0,11840.0,24030.0,38920.0,22110.0,53000.0,16330.0,206740.0,63740.0,11150.0,153160.0,43890.0,36190.0,172010.0,9150.0,32230.0,4280.0,63720.0,431310.0,42580.0,8000.0,103590.0,50630.0,15300.0,36910.0,7470.0,1580.0,7190.0,1040.0
Perform securities valuation or pricing.,perform securities valuation or pricing,Determine the value of goods or services.,Determine values or prices of goods or services.,Making Decisions and Solving Problems,Financial Analysts,financial analysts,13-2051.00,Financial and Investment Analysts,13-2051,13-2051.00,Financial Analysts and Advisors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.852900000000001,False,0.8247625192307693,4.112,77.775,0.1281648785231497,0.18,E2,E2,110326.8,86329.2,93467.6,98355.2,73310.0,119510.0,112404.0,111834.8,121372.8,102374.0,97303.2,100018.0,92154.4,88370.8,102802.4,90854.8,99291.2,84823.6,78009.6,66715.2,115724.0,109085.2,121107.2,99850.4,104253.6,88170.4,99564.0,100089.6,89979.2,92051.6,121936.0,119327.2,87437.6,132558.0,117808.0,76329.2,96552.4,82500.0,114864.8,94121.6,102588.4,96712.0,88651.2,91929.2,101547.2,84298.0,104933.136,116420.4,115498.8,82196.4,96740.0,151969.2,110326.8,61627.2,90965.136,206952.4,1730.4,117.2,3735.2,745.2,24767.2,4405.200000000001,1419.84,1702.4,1870.8,13432.4,5828.0,334.8,466.8,11368.0,1964.0,1235.6,975.6,1440.8000000000002,966.4,781.24,3035.6,7848.0,4150.0,4194.8,465.2,2682.8,237.2,779.92,1174.8,434.4,6417.6,540.0,31413.6,7764.799999999999,190.8,5782.0,915.6,1577.2,7621.2,1093.1999999999998,2019.2,461.2,2637.6,16319.2,2492.4,319.43999999999994,5917.2,4701.6,218.0,2923.6,179.6,88.0,851.6,41.04
Perform security analyses of developed or packaged software components.,perform security analyses of developed or packaged software components,"Analyze security of systems, network, or data.",Analyze performance of systems or equipment.,Analyzing Data or Information,Computer Systems Engineers/Architects,computer systems engineersarchitects,15-1199.02,Computer Systems Engineers/Architects,15-1299,15-1299.08,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.4748993100391452,4.841392455858747,False,0.1967799999999999,3.67,81.82,0.1037588038838208,0.7999999999999999,E2,E2,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,193835.0,7026.0,1897.0,5510.0,2992.0,214105.0,31521.0,8281.0,860.0,45947.0,13710.0,55109.0,5556.0,2778.0,29812.0,8922.0,10285.0,3580.0,1850.0,13410.0,900.0,50915.0,16482.0,19875.0,11166.0,3873.0,14340.0,1443.0,6091.0,6972.0,2591.0,32082.0,4408.0,11460.0,40310.0,1950.0,6150.0,8869.0,6545.0,14580.0,2217.0,11487.0,240.0,29197.0,152318.0,17844.0,3526.0,45412.0,38360.0,9029.0,12502.0,454.0,748.0,2351.0,107.0
"Perform statistical analyses, such as social network pattern analysis, network modeling, discrete event simulation, agent-based modeling, statistical natural language processing, computational sociology, mathematical optimization, or systems dynamics.",perform statistical analyses such as social network pattern analysis network modeling discrete event simulation agentbased modeling statistical natural language processing computational sociology mathematical optimization or systems dynamics,Create models of engineering designs or methods.,"Develop models of systems, processes, or products.",Thinking Creatively,Human Factors Engineers and Ergonomists,human factors engineers and ergonomists,17-2112.01,Human Factors Engineers and Ergonomists,17-2112,17-2112.01,"Industrial Engineers, Including Health and Safety",Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.6667000000000005,False,0.1438665384615384,3.4,75.0,0.108658848322303,1.298461545114466,E2,E1,102440.0,99880.0,156510.0,108280.0,98410.0,124600.0,109750.0,104160.0,120190.0,103300.0,101610.0,100100.0,123800.0,100840.0,100540.0,97480.0,97690.0,99830.0,96820.0,122920.0,101030.0,119930.0,109420.0,101680.0,102660.0,95830.0,99290.0,104430.0,98170.0,102090.0,101310.0,103840.0,128090.0,102640.0,99310.0,96940.0,100060.0,97510.0,128290.0,99560.0,109350.0,101060.0,93200.0,99080.0,104560.0,103940.0,103010.0,102550.0,129050.0,108360.0,96980.0,122070.0,102440.0,81820.0,102440.0,168005.0,14056.0,404.0,13817.0,3142.0,60047.0,9555.0,11061.0,1507.0,294.0,25816.0,16427.0,92.0,2444.0,34250.0,21461.0,6615.0,6339.0,11153.0,3142.0,1893.0,7166.0,21075.0,56942.0,32302.0,4502.0,9316.0,717.0,2131.0,2885.0,3565.0,12623.0,2095.0,21700.0,21277.0,1102.0,43143.0,3987.0,10675.0,24217.0,1819.0,14626.0,1525.0,13670.0,56924.0,10143.0,808.0,10253.0,11263.0,1562.0,24015.0,441.0,72.0,5053.0,35.0
Perform statistical analysis of environmental data.,perform statistical analysis of environmental data,Analyze environmental data.,Analyze environmental or geospatial data.,Analyzing Data or Information,"Environmental Science and Protection Technicians, Including Health",environmental science and protection technicians including health,19-4091.00,"Environmental Science and Protection Technicians, Including Health",19-4042,19-4042.00,Environmental Science and Geoscience Technicians,"Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.9167,False,0.2471715384615384,3.28,86.36,0.195425941644129,1.1,E2,E1,55090.0,45000.0,55220.0,57800.0,48390.0,61220.0,60930.0,66120.0,45720.0,55090.0,48840.0,48050.0,57010.0,55420.0,59930.0,49020.0,52020.0,47880.0,46840.0,55090.0,51820.0,55090.0,59330.0,51290.0,65320.0,35010.0,50340.0,60550.0,66240.0,60370.0,54080.0,52190.0,62330.0,62400.0,51630.0,61430.0,56070.0,48090.0,58950.0,60650.0,64830.0,48700.0,44180.0,56960.0,50710.0,58240.0,55090.0,49430.0,67160.0,52590.0,55290.0,49440.0,55090.0,34370.0,55090.0,34670.0,410.0,440.0,590.0,160.0,6010.0,740.0,376.0,150.0,155.0,2090.0,1110.0,260.0,200.0,980.0,780.0,470.0,340.0,560.0,300.0,150.0,580.0,330.0,600.0,450.0,250.0,380.0,70.0,140.0,390.0,80.0,830.0,500.0,1960.0,1100.0,140.0,770.0,360.0,440.0,1180.0,90.0,500.0,60.0,320.0,3350.0,270.0,50.0,1450.0,850.0,750.0,380.0,150.0,15.0,150.0,7.0
"Perform system analysis, data analysis or programming, using a variety of computer languages and procedures.",perform system analysis data analysis or programming using a variety of computer languages and procedures,Analyze data to identify trends or relationships among variables.,Analyze scientific or applied data using mathematical principles.,Analyzing Data or Information,Data Warehousing Specialists,data warehousing specialists,15-1199.07,Data Warehousing Specialists,15-1243,15-1243.01,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0904570114360276,4.7576245596376445,False,0.6870507692307691,3.83,100.0,0.2330180870176949,0.4,E2,E1,139500.0,105450.0,112500.0,156100.0,104070.0,170160.0,154560.0,144460.0,147800.0,150010.0,138320.0,139500.0,134040.0,121380.0,142500.0,132830.0,124040.0,129990.0,125400.0,139500.0,133120.0,132940.0,161650.0,131000.0,133050.0,98420.0,110570.0,109990.0,134320.0,140200.0,139990.0,120790.0,117950.0,141350.0,134630.0,109430.0,132910.0,110110.0,138250.0,139500.0,140320.0,130000.0,136540.0,115170.0,151370.0,131740.0,139500.0,160360.0,128760.0,139500.0,137810.0,139500.0,139500.0,95620.0,139500.0,33570.0,270.0,70.0,1200.0,360.0,6210.0,1950.0,1140.0,104.0,790.0,1810.0,2590.0,60.0,260.0,1590.0,500.0,240.0,360.0,350.0,415.0,190.0,1370.0,2690.0,1390.0,1240.0,100.0,1410.0,110.0,673.0,420.0,120.0,3090.0,120.0,3850.0,4070.0,60.0,1820.0,860.0,730.0,2840.0,160.0,1160.0,40.0,650.0,8270.0,630.0,65.0,5260.0,2990.0,120.0,520.0,160.0,14.0,60.0,7.0
"Perform system analysis, data analysis or programming, using a variety of computer languages and procedures.",perform system analysis data analysis or programming using a variety of computer languages and procedures,Design software applications.,Design computer or information systems or applications.,Thinking Creatively,Data Warehousing Specialists,data warehousing specialists,15-1199.07,Data Warehousing Specialists,15-1243,15-1243.01,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0904570114360276,4.7576245596376445,False,0.6870507692307691,3.83,100.0,0.2330180870176949,0.4,E2,E1,139500.0,105450.0,112500.0,156100.0,104070.0,170160.0,154560.0,144460.0,147800.0,150010.0,138320.0,139500.0,134040.0,121380.0,142500.0,132830.0,124040.0,129990.0,125400.0,139500.0,133120.0,132940.0,161650.0,131000.0,133050.0,98420.0,110570.0,109990.0,134320.0,140200.0,139990.0,120790.0,117950.0,141350.0,134630.0,109430.0,132910.0,110110.0,138250.0,139500.0,140320.0,130000.0,136540.0,115170.0,151370.0,131740.0,139500.0,160360.0,128760.0,139500.0,137810.0,139500.0,139500.0,95620.0,139500.0,33570.0,270.0,70.0,1200.0,360.0,6210.0,1950.0,1140.0,104.0,790.0,1810.0,2590.0,60.0,260.0,1590.0,500.0,240.0,360.0,350.0,415.0,190.0,1370.0,2690.0,1390.0,1240.0,100.0,1410.0,110.0,673.0,420.0,120.0,3090.0,120.0,3850.0,4070.0,60.0,1820.0,860.0,730.0,2840.0,160.0,1160.0,40.0,650.0,8270.0,630.0,65.0,5260.0,2990.0,120.0,520.0,160.0,14.0,60.0,7.0
"Perform system analysis, data analysis or programming, using a variety of computer languages and procedures.",perform system analysis data analysis or programming using a variety of computer languages and procedures,Write computer programming code.,Program computer systems or production equipment.,Working with Computers,Data Warehousing Specialists,data warehousing specialists,15-1199.07,Data Warehousing Specialists,15-1243,15-1243.01,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0904570114360276,4.7576245596376445,False,0.6870507692307691,3.83,100.0,0.2330180870176949,0.4,E2,E1,139500.0,105450.0,112500.0,156100.0,104070.0,170160.0,154560.0,144460.0,147800.0,150010.0,138320.0,139500.0,134040.0,121380.0,142500.0,132830.0,124040.0,129990.0,125400.0,139500.0,133120.0,132940.0,161650.0,131000.0,133050.0,98420.0,110570.0,109990.0,134320.0,140200.0,139990.0,120790.0,117950.0,141350.0,134630.0,109430.0,132910.0,110110.0,138250.0,139500.0,140320.0,130000.0,136540.0,115170.0,151370.0,131740.0,139500.0,160360.0,128760.0,139500.0,137810.0,139500.0,139500.0,95620.0,139500.0,33570.0,270.0,70.0,1200.0,360.0,6210.0,1950.0,1140.0,104.0,790.0,1810.0,2590.0,60.0,260.0,1590.0,500.0,240.0,360.0,350.0,415.0,190.0,1370.0,2690.0,1390.0,1240.0,100.0,1410.0,110.0,673.0,420.0,120.0,3090.0,120.0,3850.0,4070.0,60.0,1820.0,860.0,730.0,2840.0,160.0,1160.0,40.0,650.0,8270.0,630.0,65.0,5260.0,2990.0,120.0,520.0,160.0,14.0,60.0,7.0
Perform tax planning work.,perform tax planning work,Analyze financial records to improve budgeting or planning.,Analyze business or financial data.,Analyzing Data or Information,Treasurers and Controllers,treasurers and controllers,11-3031.01,Treasurers and Controllers,11-3031,11-3031.01,Financial Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.747400000000001,False,0.0247296153846153,4.14,28.0,0.0090354001086691,1.572079744573694,E2,E2,166570.0,140500.0,127030.0,139830.0,116570.0,180770.0,182690.0,174830.0,181580.0,188880.0,153280.0,166790.0,134210.0,127210.0,165880.0,135840.0,133320.0,159380.0,130650.0,126800.0,133610.0,158750.0,206760.0,139370.0,163410.0,111390.0,143460.0,131060.0,140360.0,132490.0,144730.0,199110.0,133700.0,219880.0,166780.0,135890.0,140870.0,132460.0,156460.0,145610.0,166940.0,136160.0,159700.0,141010.0,164860.0,150450.0,128690.0,185220.0,174840.0,113140.0,139720.0,124910.0,80390.0,90660.0,94990.0,294643.0,7200.0,2121.0,15647.0,7477.0,97990.0,11174.0,21045.0,2951.0,9378.0,51363.0,22463.0,3980.0,3276.0,55364.0,13190.0,9588.0,5450.0,6963.0,7425.0,3276.0,20762.0,27462.0,23618.0,17517.0,3644.0,13999.0,1586.0,5912.0,8496.0,4547.0,32510.0,2657.0,84863.0,23587.0,2247.0,28732.0,7005.0,7992.0,33794.0,2699.0,9472.0,1050.0,18514.0,75475.0,9304.0,1880.0,21896.0,13579.0,2741.0,16309.0,767.0,399.0,3991.0,179.0
Perform user testing or usage analyses to determine Web sites' effectiveness or usability.,perform user testing or usage analyses to determine web sites effectiveness or usability,Analyze website or related online data to track trends or usage.,Analyze market or industry conditions.,Analyzing Data or Information,Web Administrators,web administrators,15-1199.03,Web Administrators,15-1299,15-1299.01,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.6875,False,0.3629976923076923,4.06,95.0,0.327964184622056,1.1,E2,E2,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,187608.0,6800.0,1836.0,5510.000000000001,2896.0,207228.0,30509.0,8015.0,859.9999999999999,44471.0,13710.0,53339.0,5378.0,2689.0,28854.0,8636.0,9954.0,3465.0,1850.0,12979.0,899.9999999999999,49280.0,15953.0,19236.0,10807.0,3749.0,14340.0,1396.0,5895.0,6748.0,2508.0,31052.0,4266.0,11459.999999999998,39015.0,1887.0,6149.999999999999,8584.0,6334.0,14580.000000000002,2146.0,11118.0,240.0,28260.0,147425.0,17271.0,3413.0,43954.0,37128.0,8739.0,12100.0,440.0,724.0,2275.0,103.0
"Perform validation and testing of models to ensure adequacy, and reformulate models, as necessary.",perform validation and testing of models to ensure adequacy and reformulate models as necessary,Develop scientific or mathematical models.,Develop scientific or mathematical theories or models.,Thinking Creatively,Operations Research Analysts,operations research analysts,15-2031.00,Operations Research Analysts,15-2031,15-2031.00,Operations Research Analysts,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.64404905508645,False,0.71936,4.52,100.0,0.3749805259987049,0.6819023823295781,E2,E2,88940.0,115630.0,88750.0,75470.0,59030.0,102100.0,129880.0,96700.0,101070.0,96030.0,77600.0,76220.0,100600.0,103600.0,89800.0,85280.0,80580.0,92050.0,83850.0,63210.0,99460.0,97410.0,96500.0,83480.0,95550.0,92310.0,62380.0,80400.0,98300.0,86500.0,88940.0,88940.0,80360.0,108610.0,97290.0,82460.0,103620.0,61520.0,102170.0,79640.0,77910.0,80240.0,88940.0,76680.0,90710.0,90200.0,89790.0,129460.0,98030.0,64100.0,71820.0,88940.0,88940.0,57000.0,88940.0,108510.0,550.0,70.0,2600.0,210.0,10620.0,770.0,950.0,660.0,2250.0,9120.0,4600.0,120.0,500.0,5180.0,1380.0,300.0,997.0,660.0,550.0,220.0,4710.0,4200.0,980.0,1240.0,120.0,1190.0,150.0,330.0,370.0,290.0,3280.0,510.0,5890.0,2520.0,130.0,2600.0,1840.0,2710.0,3220.0,360.0,1380.0,317.0,1200.0,11890.0,810.0,170.0,6980.0,3050.0,200.0,4270.0,195.0,46.0,50.0,22.0
Perform validations or transfers of analytical methods in accordance with applicable policies or guidelines.,perform validations or transfers of analytical methods in accordance with applicable policies or guidelines,Determine appropriate methods for data analysis.,Determine operational methods or procedures.,Making Decisions and Solving Problems,Quality Control Analysts,quality control analysts,19-4099.01,Quality Control Analysts,19-4099,19-4099.01,"Miscellaneous Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Occupations",2026-05-31,0.0113071264295034,4.919758064516128,True,1.0940784615384616,3.62,71.78,0.6418732749110272,0.8999999999999999,E1,E1,62280.0,59500.0,70700.0,58240.0,59310.0,78350.0,63760.0,66710.0,62280.0,79230.0,63180.0,69320.0,50880.0,50600.0,59410.0,48650.0,50480.0,65270.0,68230.0,53360.0,66730.0,68390.0,63820.0,59100.0,49410.0,59490.0,50410.0,52260.0,48640.0,54070.0,64250.0,55980.0,56420.0,63810.0,49200.0,69350.0,49210.0,86260.0,60810.0,57680.0,69630.0,58960.0,51630.0,62050.0,48960.0,59290.0,63460.0,67240.0,73530.0,59750.0,47210.0,64510.0,62280.0,35060.0,62280.0,21591.0,204.0,99.0,245.0,204.0,5895.0,1087.0,187.0,53.0,88.0,1069.0,1303.0,613.0,321.0,438.0,438.0,245.0,514.0,187.0,941.0,228.0,2051.0,666.0,608.0,789.0,193.0,1227.0,76.0,175.0,204.0,210.0,1250.0,105.0,4318.0,1350.0,105.0,596.0,269.0,987.0,1537.0,123.0,754.0,35.0,1256.0,5358.0,240.0,93.0,1583.0,573.0,134.0,625.0,129.0,9.0,415.0,5.0
"Perform various administrative tasks, such as typing documents or answering telephone calls.",perform various administrative tasks such as typing documents or answering telephone calls,Perform administrative or clerical tasks.,Perform administrative or clerical activities.,Performing Administrative Activities,Funeral Attendants,funeral attendants,39-4021.00,Funeral Attendants,39-4021,39-4021.00,Funeral Attendants,Funeral Service Workers,Personal Care and Service Occupations,2026-05-31,0.0226142528590069,4.922739047189999,True,2.169962307692308,4.15,62.34,0.2714538670060911,0.2,E1,E1,35680.0,30310.0,35680.0,35450.0,31630.0,38700.0,41710.0,45800.0,46720.0,35680.0,30210.0,30530.0,35680.0,33280.0,35690.0,34420.0,40060.0,30720.0,29160.0,30370.0,39330.0,39020.0,46280.0,35380.0,43910.0,30530.0,39270.0,37080.0,30170.0,51980.0,55850.0,37240.0,34890.0,42210.0,34940.0,34980.0,35640.0,30530.0,40350.0,36300.0,53580.0,29880.0,37170.0,29600.0,30560.0,41130.0,40800.0,35010.0,41600.0,31410.0,36030.0,32950.0,35680.0,21840.0,35680.0,31090.0,550.0,65.0,420.0,140.0,1790.0,160.0,520.0,110.0,139.0,1700.0,1070.0,125.0,70.0,730.0,1080.0,460.0,330.0,560.0,560.0,220.0,670.0,1090.0,1460.0,400.0,280.0,620.0,110.0,270.0,100.0,120.0,540.0,170.0,1450.0,1610.0,130.0,1720.0,510.0,70.0,1930.0,190.0,930.0,120.0,1090.0,2150.0,270.0,30.0,1450.0,160.0,350.0,500.0,60.0,13.0,280.0,6.0
"Perform various data entry or word processing tasks, such as updating phone directories, typing or proofreading documents, or creating schedules.",perform various data entry or word processing tasks such as updating phone directories typing or proofreading documents or creating schedules,"Proofread documents, records, or other files to ensure accuracy.",Examine materials or documentation for accuracy or compliance.,Evaluating Information to Determine Compliance with Standards,"Switchboard Operators, Including Answering Service",switchboard operators including answering service,43-2011.00,"Switchboard Operators, Including Answering Service",43-2011,43-2011.00,"Switchboard Operators, Including Answering Service",Communications Equipment Operators,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.994629104175112,False,2.833726153846154,3.95,94.77,1.408663380866986,0.6038065602065521,E2,E1,38630.0,32210.0,37690.0,40380.0,35290.0,48840.0,43720.0,38380.0,35980.0,54700.0,35410.0,39490.0,59860.0,38000.0,42660.0,36860.0,38400.0,38760.0,37590.0,35890.0,43350.0,37080.0,43790.0,37390.0,47430.0,30520.0,37130.0,36270.0,37570.0,38070.0,44210.0,40430.0,37710.0,45330.0,38520.0,38630.0,36350.0,35280.0,38630.0,36890.0,39850.0,34010.0,38630.0,35550.0,33620.0,38630.0,42630.0,36730.0,47800.0,37430.0,40030.0,38630.0,38630.0,24960.0,38630.0,34280.0,680.0,71.0,380.0,260.0,6680.0,320.0,180.0,180.0,230.0,3090.0,780.0,410.0,70.0,1240.0,380.0,210.0,180.0,370.0,424.0,100.0,650.0,830.0,370.0,200.0,200.0,640.0,110.0,180.0,650.0,100.0,660.0,220.0,1760.0,690.0,94.0,990.0,480.0,431.0,1350.0,130.0,480.0,100.0,680.0,3640.0,50.0,70.0,610.0,430.0,110.0,550.0,61.0,15.0,560.0,7.0
"Perform various data entry or word processing tasks, such as updating phone directories, typing or proofreading documents, or creating schedules.",perform various data entry or word processing tasks such as updating phone directories typing or proofreading documents or creating schedules,Type documents.,Perform administrative or clerical activities.,Performing Administrative Activities,"Switchboard Operators, Including Answering Service",switchboard operators including answering service,43-2011.00,"Switchboard Operators, Including Answering Service",43-2011,43-2011.00,"Switchboard Operators, Including Answering Service",Communications Equipment Operators,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.994629104175112,False,2.833726153846154,3.95,94.77,1.408663380866986,0.6038065602065521,E2,E1,38630.0,32210.0,37690.0,40380.0,35290.0,48840.0,43720.0,38380.0,35980.0,54700.0,35410.0,39490.0,59860.0,38000.0,42660.0,36860.0,38400.0,38760.0,37590.0,35890.0,43350.0,37080.0,43790.0,37390.0,47430.0,30520.0,37130.0,36270.0,37570.0,38070.0,44210.0,40430.0,37710.0,45330.0,38520.0,38630.0,36350.0,35280.0,38630.0,36890.0,39850.0,34010.0,38630.0,35550.0,33620.0,38630.0,42630.0,36730.0,47800.0,37430.0,40030.0,38630.0,38630.0,24960.0,38630.0,34280.0,680.0,71.0,380.0,260.0,6680.0,320.0,180.0,180.0,230.0,3090.0,780.0,410.0,70.0,1240.0,380.0,210.0,180.0,370.0,424.0,100.0,650.0,830.0,370.0,200.0,200.0,640.0,110.0,180.0,650.0,100.0,660.0,220.0,1760.0,690.0,94.0,990.0,480.0,431.0,1350.0,130.0,480.0,100.0,680.0,3640.0,50.0,70.0,610.0,430.0,110.0,550.0,61.0,15.0,560.0,7.0
Perform visual inspections of finished products.,perform visual inspections of finished products,Evaluate quality of materials or products.,Evaluate production inputs or outputs.,"Judging the Qualities of Objects, Services, or People",Quality Control Analysts,quality control analysts,19-4099.01,Quality Control Analysts,19-4099,19-4099.01,"Miscellaneous Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Occupations",2026-05-31,0.0565356321475172,4.903909609039097,False,3.270948076923077,4.2,79.2,0.2353357013217324,0.1,E0,E2,62280.0,59500.0,70700.0,58240.0,59310.0,78350.0,63760.0,66710.0,62280.0,79230.0,63180.0,69320.0,50880.0,50600.0,59410.0,48650.0,50480.0,65270.0,68230.0,53360.0,66730.0,68390.0,63820.0,59100.0,49410.0,59490.0,50410.0,52260.0,48640.0,54070.0,64250.0,55980.0,56420.0,63810.0,49200.0,69350.0,49210.0,86260.0,60810.0,57680.0,69630.0,58960.0,51630.0,62050.0,48960.0,59290.0,63460.0,67240.0,73530.0,59750.0,47210.0,64510.0,62280.0,35060.0,62280.0,21591.0,204.0,99.0,245.0,204.0,5895.0,1087.0,187.0,53.0,88.0,1069.0,1303.0,613.0,321.0,438.0,438.0,245.0,514.0,187.0,941.0,228.0,2051.0,666.0,608.0,789.0,193.0,1227.0,76.0,175.0,204.0,210.0,1250.0,105.0,4318.0,1350.0,105.0,596.0,269.0,987.0,1537.0,123.0,754.0,35.0,1256.0,5358.0,240.0,93.0,1583.0,573.0,134.0,625.0,129.0,9.0,415.0,5.0
"Perform Web site tests according to planned schedules, or after any Web site or product revision.",perform web site tests according to planned schedules or after any web site or product revision,Test software performance.,Test performance of computer or information systems.,"Inspecting Equipment, Structures, or Materials",Web Developers,web developers,15-1134.00,Web Developers,15-1254,15-1254.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.781334671349724,False,0.8727842307692307,4.04,95.83,0.1928656158167802,0.3,E1,E1,98992.64705882352,72653.81487889274,83517.34429065743,88434.70588235294,77620.8910034602,128812.9411764706,91499.11764705884,90808.5294117647,86000.58823529411,110755.88235294116,87110.57958477509,97867.35294117648,98992.64705882352,70885.29411764706,85317.35294117648,71124.11764705883,66920.29411764706,71930.29411764706,79483.82352941176,76087.05882352941,98992.64705882352,103787.9411764706,106891.4705882353,88712.94117647059,90754.41176470587,70804.10899653978,85431.76470588235,70425.58823529411,72062.64705882352,81487.64705882352,96639.70588235294,95252.64705882352,59838.23529411765,111103.23529411764,97381.17647058824,67758.5294117647,90256.75605536332,77384.11764705883,85561.17647058824,96315.88235294116,102526.76470588236,79721.17647058824,77863.53806228373,68473.23529411765,95216.17647058824,100069.41176470587,92620.8910034602,99745.88235294116,130462.35294117648,74685.88235294117,93262.0588235294,67633.23529411765,61108.52076124567,47517.64705882353,98992.64705882352,62631.91176470588,482.9411764705882,74.11764705882354,898.2352941176471,468.1764705882353,18367.941176470587,2557.3529411764707,923.2352941176472,158.23529411764707,457.9411764705882,4334.558823529412,2226.470588235294,164.70588235294116,287.05882352941177,3047.058823529412,1027.6470588235293,559.7058823529412,332.3529411764706,448.8235294117647,311.1764705882353,287.3529411764705,1596.764705882353,2387.058823529412,1675.0,1378.8235294117646,212.35294117647047,1187.9411764705883,298.52941176470586,503.8235294117647,809.4117647058823,447.6470588235294,2205.2941176470586,169.11764705882354,11014.411764705885,2795.5882352941176,98.23529411764706,2153.823529411765,370.88235294117646,1190.294117647059,2312.6470588235293,222.7941176470588,760.2941176470589,274.3235294117647,2732.058823529412,5468.823529411765,1157.0588235294117,99.05882352941175,3137.058823529412,8425.588235294117,288.2352941176471,1012.3529411764706,83.52941176470588,28.676470588235293,221.1764705882353,13.0
"Perform Web site tests according to planned schedules, or after any Web site or product revision.",perform web site tests according to planned schedules or after any web site or product revision,Test software performance.,Test performance of computer or information systems.,"Inspecting Equipment, Structures, or Materials",Web Developers,web developers,15-1134.00,Web and Digital Interface Designers,15-1255,15-1255.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.781334671349724,False,0.8727842307692307,4.04,95.83,0.1205710116626734,0.3,E1,E1,98992.64705882352,72653.81487889274,83517.34429065743,88434.70588235294,77620.8910034602,128812.9411764706,91499.11764705884,90808.5294117647,86000.58823529411,110755.88235294116,87110.57958477509,97867.35294117648,98992.64705882352,70885.29411764706,85317.35294117648,71124.11764705883,66920.29411764706,71930.29411764706,79483.82352941176,76087.05882352941,98992.64705882352,103787.9411764706,106891.4705882353,88712.94117647059,90754.41176470587,70804.10899653978,85431.76470588235,70425.58823529411,72062.64705882352,81487.64705882352,96639.70588235294,95252.64705882352,59838.23529411765,111103.23529411764,97381.17647058824,67758.5294117647,90256.75605536332,77384.11764705883,85561.17647058824,96315.88235294116,102526.76470588236,79721.17647058824,77863.53806228373,68473.23529411765,95216.17647058824,100069.41176470587,92620.8910034602,99745.88235294116,130462.35294117648,74685.88235294117,93262.0588235294,67633.23529411765,61108.52076124567,47517.64705882353,98992.64705882352,62631.91176470588,482.9411764705882,74.11764705882354,898.2352941176471,468.1764705882353,18367.941176470587,2557.3529411764707,923.2352941176472,158.23529411764707,457.9411764705882,4334.558823529412,2226.470588235294,164.70588235294116,287.05882352941177,3047.058823529412,1027.6470588235293,559.7058823529412,332.3529411764706,448.8235294117647,311.1764705882353,287.3529411764705,1596.764705882353,2387.058823529412,1675.0,1378.8235294117646,212.35294117647047,1187.9411764705883,298.52941176470586,503.8235294117647,809.4117647058823,447.6470588235294,2205.2941176470586,169.11764705882354,11014.411764705885,2795.5882352941176,98.23529411764706,2153.823529411765,370.88235294117646,1190.294117647059,2312.6470588235293,222.7941176470588,760.2941176470589,274.3235294117647,2732.058823529412,5468.823529411765,1157.0588235294117,99.05882352941175,3137.058823529412,8425.588235294117,288.2352941176471,1012.3529411764706,83.52941176470588,28.676470588235293,221.1764705882353,13.0
"Plan and carry out work assignments, using blueprints, schematic drawings, technical manuals, wiring diagrams, or liquid or air flow sheets, following prescribed regulations, directives, or other instructions as required.",plan and carry out work assignments using blueprints schematic drawings technical manuals wiring diagrams or liquid or air flow sheets following prescribed regulations directives or other instructions as required,"Interpret blueprints, specifications, or diagrams to inform installation, development or operation activities.",Read documents or materials to inform work processes.,Getting Information,Medical Equipment Repairers,medical equipment repairers,49-9062.00,Medical Equipment Repairers,49-9062,49-9062.00,Precision Instrument and Equipment Repairers,"Other Installation, Maintenance, and Repair Occupations","Installation, Maintenance, and Repair Occupations",2026-05-31,0.0030529241359659,4.961127723195216,True,1.48772,4.07,92.09,0.4635187899325782,0.4,E0,E2,61660.0,53140.0,78570.0,62810.0,38950.0,72450.0,66720.0,71220.0,62260.0,59780.0,56940.0,48350.0,72360.0,74270.0,67380.0,64590.0,59300.0,45200.0,60230.0,61110.0,61810.0,72310.0,78230.0,60680.0,73940.0,40710.0,57340.0,74070.0,57080.0,69820.0,61860.0,68460.0,62640.0,63670.0,59190.0,73610.0,57370.0,48440.0,76600.0,62890.0,63010.0,46120.0,69530.0,48530.0,58370.0,58910.0,60680.0,61070.0,71190.0,47090.0,62220.0,44640.0,61660.0,29920.0,61660.0,65990.0,1030.0,160.0,2630.0,510.0,6080.0,1460.0,1060.0,300.0,130.0,4260.0,1740.0,290.0,310.0,2620.0,1380.0,650.0,1270.0,860.0,300.0,390.0,1660.0,2200.0,1820.0,2080.0,270.0,1540.0,80.0,360.0,300.0,150.0,2400.0,200.0,2790.0,2650.0,270.0,3520.0,900.0,490.0,1420.0,150.0,800.0,150.0,1400.0,5540.0,600.0,70.0,1360.0,1410.0,380.0,1490.0,80.0,28.0,190.0,14.0
"Plan and carry out work assignments, using blueprints, schematic drawings, technical manuals, wiring diagrams, or liquid or air flow sheets, following prescribed regulations, directives, or other instructions as required.",plan and carry out work assignments using blueprints schematic drawings technical manuals wiring diagrams or liquid or air flow sheets following prescribed regulations directives or other instructions as required,Plan work procedures.,Plan work activities.,"Organizing, Planning, and Prioritizing Work",Medical Equipment Repairers,medical equipment repairers,49-9062.00,Medical Equipment Repairers,49-9062,49-9062.00,Precision Instrument and Equipment Repairers,"Other Installation, Maintenance, and Repair Occupations","Installation, Maintenance, and Repair Occupations",2026-05-31,0.0030529241359659,4.961127723195216,True,1.48772,4.07,92.09,0.4635187899325782,0.4,E0,E2,61660.0,53140.0,78570.0,62810.0,38950.0,72450.0,66720.0,71220.0,62260.0,59780.0,56940.0,48350.0,72360.0,74270.0,67380.0,64590.0,59300.0,45200.0,60230.0,61110.0,61810.0,72310.0,78230.0,60680.0,73940.0,40710.0,57340.0,74070.0,57080.0,69820.0,61860.0,68460.0,62640.0,63670.0,59190.0,73610.0,57370.0,48440.0,76600.0,62890.0,63010.0,46120.0,69530.0,48530.0,58370.0,58910.0,60680.0,61070.0,71190.0,47090.0,62220.0,44640.0,61660.0,29920.0,61660.0,65990.0,1030.0,160.0,2630.0,510.0,6080.0,1460.0,1060.0,300.0,130.0,4260.0,1740.0,290.0,310.0,2620.0,1380.0,650.0,1270.0,860.0,300.0,390.0,1660.0,2200.0,1820.0,2080.0,270.0,1540.0,80.0,360.0,300.0,150.0,2400.0,200.0,2790.0,2650.0,270.0,3520.0,900.0,490.0,1420.0,150.0,800.0,150.0,1400.0,5540.0,600.0,70.0,1360.0,1410.0,380.0,1490.0,80.0,28.0,190.0,14.0
"Plan and conduct activities for a balanced program of instruction, demonstration, and work time that provides students with opportunities to observe, question, and investigate.",plan and conduct activities for a balanced program of instruction demonstration and work time that provides students with opportunities to observe question and investigate,Plan educational activities.,"Develop educational programs, plans, or procedures.",Thinking Creatively,"Preschool Teachers, Except Special Education",preschool teachers except special education,25-2011.00,"Preschool Teachers, Except Special Education",25-2011,25-2011.00,Preschool and Kindergarten Teachers,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",Educational Instruction and Library Occupations,2026-05-31,0.000277538557815,4.351545426162973,True,1.2399092307692308,4.23,94.13,0.4251322251605592,0.4,E2,E2,38140.0,28310.0,46130.0,36300.0,34190.0,47400.0,45500.0,45740.0,36360.0,62150.0,35860.0,43920.0,48780.0,32800.0,40910.0,36650.0,33830.0,47750.0,29780.0,38020.0,43890.0,44600.0,45890.0,37110.0,43430.0,36250.0,36090.0,36540.0,47040.0,38870.0,39350.0,48220.0,44070.0,46520.0,35710.0,39720.0,35180.0,31790.0,45140.0,36050.0,36830.0,34500.0,44500.0,34280.0,33860.0,35010.0,49730.0,37140.0,45660.0,32480.0,36160.0,29930.0,22120.0,32120.0,44790.0,478780.0,7910.0,520.0,9400.0,3270.0,55700.0,5210.0,5230.0,2000.0,2350.0,35740.0,16850.0,1410.0,1010.0,22420.0,7110.0,5910.0,1330.0,8520.0,3570.0,1110.0,8020.0,18710.0,10950.0,10320.0,3600.0,5580.0,960.0,1630.0,2360.0,2220.0,16190.0,2490.0,23870.0,18370.0,540.0,19840.0,7010.0,6300.0,22760.0,1890.0,4550.0,1470.0,5420.0,41200.0,3670.0,940.0,13570.0,13210.0,2190.0,11330.0,1040.0,160.0,2960.0,100.0
"Plan and conduct activities for a balanced program of instruction, demonstration, and work time that provides students with opportunities to observe, question, and investigate.",plan and conduct activities for a balanced program of instruction demonstration and work time that provides students with opportunities to observe question and investigate,Plan educational activities.,"Develop educational programs, plans, or procedures.",Thinking Creatively,"Kindergarten Teachers, Except Special Education",kindergarten teachers except special education,25-2012.00,"Kindergarten Teachers, Except Special Education",25-2012,25-2012.00,Preschool and Kindergarten Teachers,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",Educational Instruction and Library Occupations,2026-05-31,0.000277538557815,4.351545426162973,True,3.0317707692307687,4.31,100.0,0.2584403440344034,0.1,E2,E2,62680.0,50900.0,62680.0,52830.0,52060.0,82550.0,62870.0,90030.0,74030.0,81500.0,58100.0,65680.0,53160.0,62240.0,64020.0,58250.0,58420.0,56670.0,60280.0,53130.0,52660.0,75910.0,84100.0,63300.0,75500.0,48880.0,56590.0,47590.0,62200.0,64930.0,60240.0,74210.0,74380.0,77630.0,53180.0,59420.0,72570.0,47860.0,68580.0,64430.0,85470.0,60890.0,49410.0,58070.0,63780.0,63190.0,63280.0,63920.0,99960.0,58790.0,59350.0,60990.0,62680.0,61760.0,62680.0,108870.0,310.0,226.0,3020.0,1490.0,7430.0,3260.0,1420.0,70.0,180.0,8810.0,4530.0,90.0,460.0,4660.0,2120.0,1160.0,1300.0,2450.0,3730.0,570.0,1560.0,1980.0,1890.0,2840.0,1350.0,2300.0,400.0,1120.0,1400.0,520.0,5370.0,950.0,6950.0,2250.0,600.0,3290.0,1690.0,1330.0,2510.0,360.0,1540.0,610.0,2740.0,3820.0,530.0,250.0,3740.0,5270.0,730.0,1510.0,360.0,46.0,4120.0,22.0
"Plan and conduct activities for a balanced program of instruction, demonstration, and work time that provides students with opportunities to observe, question, and investigate.",plan and conduct activities for a balanced program of instruction demonstration and work time that provides students with opportunities to observe question and investigate,Plan educational activities.,"Develop educational programs, plans, or procedures.",Thinking Creatively,"Elementary School Teachers, Except Special Education",elementary school teachers except special education,25-2021.00,"Elementary School Teachers, Except Special Education",25-2021,25-2021.00,Elementary and Middle School Teachers,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",Educational Instruction and Library Occupations,2026-05-31,0.000277538557815,4.351545426162973,True,3.906004615384616,4.63,100.0,0.3333546645335467,0.1,E2,E2,63970.0,61380.0,79260.0,56590.0,52700.0,99650.0,63410.0,80600.0,75920.0,96580.0,58930.0,72290.0,71410.0,61600.0,75320.0,59700.0,60580.0,56450.0,60610.0,58770.0,62390.0,77680.0,94000.0,65110.0,76350.0,49790.0,50910.0,57530.0,62380.0,65040.0,72410.0,78200.0,74550.0,85760.0,54930.0,60030.0,77370.0,48200.0,77130.0,77060.0,90930.0,60820.0,50130.0,59980.0,62760.0,74810.0,63070.0,65550.0,102350.0,55630.0,61210.0,61150.0,62240.0,51540.0,60560.0,1388390.0,22030.0,3500.0,24240.0,12590.0,155160.0,24860.0,16330.0,2900.0,3750.0,79090.0,43820.0,6040.0,6850.0,61520.0,27720.0,17300.0,14350.0,19080.0,22060.0,7490.0,29610.0,29930.0,40910.0,26640.0,11060.0,33180.0,4960.0,8710.0,9550.0,5190.0,40300.0,6210.0,101410.0,42410.0,4430.0,47870.0,18500.0,12600.0,48370.0,3830.0,25030.0,4290.0,28240.0,116260.0,14820.0,3610.0,37880.0,28980.0,5420.0,24920.0,2600.0,1000.0,4370.0,630.0
"Plan and conduct activities for a balanced program of instruction, demonstration, and work time that provides students with opportunities to observe, question, and investigate.",plan and conduct activities for a balanced program of instruction demonstration and work time that provides students with opportunities to observe question and investigate,Plan educational activities.,"Develop educational programs, plans, or procedures.",Thinking Creatively,"Middle School Teachers, Except Special and Career/Technical Education",middle school teachers except special and careertechnical education,25-2022.00,"Middle School Teachers, Except Special and Career/Technical Education",25-2022,25-2022.00,Elementary and Middle School Teachers,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",Educational Instruction and Library Occupations,2026-05-31,0.000277538557815,4.351545426162973,False,2.3083903846153846,4.12,97.21,0.5793988731002541,0.3,E2,E2,64370.0,61770.0,78940.0,59710.0,59570.0,98950.0,63760.0,93610.0,67780.0,79900.0,58940.0,64780.0,69230.0,60930.0,76110.0,60700.0,60450.0,60580.0,61120.0,58760.0,63590.0,78510.0,89450.0,63790.0,62640.0,50790.0,59310.0,61550.0,62510.0,66300.0,71140.0,78770.0,75240.0,94840.0,52010.0,60100.0,77090.0,48440.0,78350.0,77930.0,92760.0,60810.0,50980.0,60690.0,63390.0,79180.0,73940.0,63520.0,102140.0,57210.0,61960.0,62480.0,62020.0,52530.0,64370.0,620090.0,10000.0,1150.0,9020.0,6140.0,37300.0,13280.0,7920.0,2350.0,1540.0,31370.0,23610.0,2480.0,2360.0,24770.0,11700.0,6270.0,6230.0,8040.0,5560.0,2780.0,14530.0,16570.0,15420.0,8890.0,6260.0,11330.0,1980.0,4150.0,3910.0,3120.0,23650.0,4260.0,38670.0,20650.0,1400.0,30450.0,7620.0,6940.0,22720.0,2370.0,9750.0,2130.0,13060.0,80160.0,5960.0,1620.0,18290.0,10510.0,4090.0,14460.0,1290.0,510.0,3490.0,127.0
"Plan and conduct activities for a balanced program of instruction, demonstration, and work time that provides students with opportunities to observe, question, and investigate.",plan and conduct activities for a balanced program of instruction demonstration and work time that provides students with opportunities to observe question and investigate,Plan educational activities.,"Develop educational programs, plans, or procedures.",Thinking Creatively,"Career/Technical Education Teachers, Middle School",careertechnical education teachers middle school,25-2023.00,"Career/Technical Education Teachers, Middle School",25-2023,25-2023.00,Elementary and Middle School Teachers,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",Educational Instruction and Library Occupations,2026-05-31,0.000277538557815,4.351545426162973,True,2.3143815384615385,4.12,100.0,0.7873707370737075,0.4,E2,E2,65030.0,58410.0,65030.0,65030.0,60760.0,65030.0,66310.0,95680.0,65030.0,65030.0,58760.0,73020.0,65030.0,65030.0,80700.0,54960.0,63360.0,58560.0,65030.0,56440.0,65030.0,84160.0,93260.0,60650.0,81460.0,55210.0,52630.0,65030.0,62580.0,65030.0,65030.0,68280.0,65030.0,86450.0,52270.0,46530.0,86560.0,54090.0,65030.0,77980.0,97240.0,62160.0,65030.0,61950.0,63330.0,86890.0,65030.0,67460.0,103290.0,65030.0,76860.0,62710.0,65030.0,65030.0,65030.0,16870.0,640.0,35.0,349.0,90.0,1963.0,470.0,120.0,52.0,76.0,610.0,560.0,68.0,92.0,240.0,70.0,168.0,30.0,216.0,120.0,69.0,210.0,392.0,475.0,160.0,270.0,240.0,55.0,370.0,167.0,74.0,462.0,94.0,1930.0,760.0,220.0,590.0,110.0,212.0,690.0,50.0,170.0,49.0,110.0,5230.0,187.0,33.0,640.0,720.0,76.0,570.0,100.0,7.0,101.0,3.0
"Plan and conduct activities for a balanced program of instruction, demonstration, and work time that provides students with opportunities to observe, question, and investigate.",plan and conduct activities for a balanced program of instruction demonstration and work time that provides students with opportunities to observe question and investigate,Plan educational activities.,"Develop educational programs, plans, or procedures.",Thinking Creatively,"Secondary School Teachers, Except Special and Career/Technical Education",secondary school teachers except special and careertechnical education,25-2031.00,"Secondary School Teachers, Except Special and Career/Technical Education",25-2031,25-2031.00,Secondary School Teachers,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",Educational Instruction and Library Occupations,2026-05-31,0.000277538557815,4.351545426162973,False,1.5780615384615384,3.92,99.63,0.6710201235305838,0.5,E2,E2,72040.0,61990.0,79650.0,58360.0,59660.0,101370.0,72900.0,80970.0,77960.0,82750.0,60410.0,75480.0,74310.0,61690.0,79990.0,61880.0,61200.0,59920.0,61560.0,59850.0,64880.0,78670.0,95260.0,66030.0,76460.0,50980.0,59240.0,60990.0,63450.0,65520.0,77060.0,82200.0,75900.0,97070.0,57650.0,61210.0,78800.0,48710.0,79570.0,78800.0,92610.0,62580.0,51050.0,61860.0,63590.0,76330.0,76220.0,72170.0,102670.0,56610.0,62870.0,62690.0,62860.0,59100.0,59520.0,1065210.0,15880.0,2790.0,21190.0,12890.0,99230.0,18310.0,14800.0,5360.0,2800.0,49810.0,25730.0,5590.0,6570.0,44670.0,20430.0,12310.0,10860.0,12780.0,15210.0,5540.0,16640.0,28460.0,25540.0,16020.0,10400.0,24380.0,3670.0,7170.0,8920.0,5860.0,38140.0,8120.0,70660.0,28620.0,3070.0,49540.0,15480.0,11730.0,52240.0,4910.0,16080.0,3360.0,21230.0,111660.0,11030.0,2450.0,31100.0,14880.0,3590.0,15910.0,1600.0,680.0,5640.0,380.0
"Plan and conduct activities for a balanced program of instruction, demonstration, and work time that provides students with opportunities to observe, question, and investigate.",plan and conduct activities for a balanced program of instruction demonstration and work time that provides students with opportunities to observe question and investigate,Plan educational activities.,"Develop educational programs, plans, or procedures.",Thinking Creatively,"Career/Technical Education Teachers, Secondary School",careertechnical education teachers secondary school,25-2032.00,"Career/Technical Education Teachers, Secondary School",25-2032,25-2032.00,Secondary School Teachers,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",Educational Instruction and Library Occupations,2026-05-31,0.000277538557815,4.351545426162973,True,1.7734246153846154,4.1,99.88,0.1432050017345441,0.1,E2,E2,66270.0,59470.0,78130.0,62980.0,61780.0,80620.0,72750.0,100810.0,79230.0,66270.0,62140.0,78760.0,66270.0,60510.0,77950.0,56390.0,57660.0,58300.0,61130.0,61300.0,78050.0,78320.0,98020.0,77400.0,71650.0,57910.0,59300.0,55190.0,63180.0,64510.0,76320.0,83770.0,66750.0,79820.0,58600.0,61500.0,79230.0,58800.0,78380.0,75760.0,81820.0,72120.0,56070.0,61700.0,64610.0,72380.0,79220.0,75580.0,101180.0,57760.0,74310.0,62570.0,66270.0,53160.0,66270.0,111420.0,1504.0,170.0,660.0,1000.0,3260.0,1250.0,1910.0,560.0,500.0,6820.0,1680.0,447.0,1140.0,2780.0,1310.0,640.0,1050.0,330.0,1530.0,170.0,690.0,3130.0,1800.0,880.0,1770.0,2000.0,260.0,1310.0,150.0,450.0,2320.0,100.0,7610.0,2650.0,640.0,5130.0,1170.0,750.0,4840.0,90.0,1150.0,360.0,2940.0,32250.0,730.0,220.0,3500.0,3460.0,1000.0,1420.0,210.0,47.0,1110.0,23.0
"Plan and conduct activities for a balanced program of instruction, demonstration, and work time that provides students with opportunities to observe, question, and investigate.",plan and conduct activities for a balanced program of instruction demonstration and work time that provides students with opportunities to observe question and investigate,Plan educational activities.,"Develop educational programs, plans, or procedures.",Thinking Creatively,"Special Education Teachers, Middle School",special education teachers middle school,25-2053.00,"Special Education Teachers, Middle School",25-2057,25-2057.00,Special Education Teachers,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",Educational Instruction and Library Occupations,2026-05-31,0.000277538557815,4.351545426162973,False,2.4515784615384617,4.06,97.93,0.6084745602102061,0.3,E2,E2,66810.0,62850.0,81000.0,62130.0,56830.0,101530.0,66130.0,92900.0,77420.0,79170.0,60440.0,70550.0,61750.0,60170.0,74730.0,58900.0,63590.0,59780.0,60200.0,59420.0,63440.0,76410.0,84550.0,76040.0,63630.0,50750.0,50370.0,63960.0,63460.0,63280.0,66760.0,79110.0,74440.0,93820.0,59360.0,57680.0,74590.0,50450.0,78360.0,77040.0,93970.0,62310.0,51360.0,60000.0,63360.0,78920.0,73110.0,63820.0,99520.0,56440.0,65840.0,62770.0,66810.0,58270.0,66810.0,95200.0,460.0,200.0,580.0,750.0,4860.0,2020.0,1260.0,295.0,520.0,2630.0,3740.0,380.0,300.0,4460.0,1070.0,990.0,550.0,1530.0,1130.0,310.0,1540.0,3110.0,1410.0,1930.0,1020.0,1050.0,190.0,680.0,290.0,650.0,5660.0,1090.0,7870.0,2470.0,200.0,7540.0,930.0,590.0,3710.0,380.0,980.0,310.0,1310.0,12580.0,690.0,470.0,3000.0,1550.0,1080.0,2650.0,330.0,41.0,950.0,20.0
"Plan and conduct activities for a balanced program of instruction, demonstration, and work time that provides students with opportunities to observe, question, and investigate.",plan and conduct activities for a balanced program of instruction demonstration and work time that provides students with opportunities to observe question and investigate,Plan educational activities.,"Develop educational programs, plans, or procedures.",Thinking Creatively,"Special Education Teachers, Secondary School",special education teachers secondary school,25-2054.00,"Special Education Teachers, Secondary School",25-2058,25-2058.00,Special Education Teachers,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",Educational Instruction and Library Occupations,2026-05-31,0.000277538557815,4.351545426162973,False,2.170178846153846,4.04,97.23,0.1819496623847299,0.1,E2,E2,74260.0,62210.0,80580.0,64300.0,57000.0,101060.0,67240.0,81710.0,78490.0,99670.0,61510.0,74150.0,65980.0,60700.0,79890.0,61130.0,60780.0,60700.0,60730.0,59100.0,61710.0,93530.0,83890.0,78050.0,76600.0,51970.0,55920.0,62310.0,63460.0,60810.0,69560.0,83770.0,76940.0,89310.0,56770.0,61210.0,76180.0,59660.0,77400.0,77000.0,92990.0,62150.0,54810.0,61360.0,64830.0,64210.0,79360.0,68400.0,101120.0,55390.0,63520.0,62750.0,74260.0,58080.0,74260.0,163930.0,740.0,590.0,1960.0,1280.0,12100.0,2970.0,1920.0,1160.0,440.0,7940.0,4090.0,800.0,470.0,9490.0,2580.0,1570.0,1650.0,2680.0,3160.0,860.0,1560.0,5470.0,2570.0,4130.0,1670.0,2760.0,480.0,1240.0,350.0,910.0,7520.0,2150.0,15250.0,3400.0,520.0,10580.0,2020.0,1240.0,11040.0,830.0,1780.0,500.0,2010.0,10200.0,1220.0,660.0,6380.0,2510.0,840.0,3350.0,350.0,70.0,1840.0,34.0
"Plan and conduct activities for a balanced program of instruction, demonstration, and work time that provides students with opportunities to observe, question, and investigate.",plan and conduct activities for a balanced program of instruction demonstration and work time that provides students with opportunities to observe question and investigate,Plan educational activities.,"Develop educational programs, plans, or procedures.",Thinking Creatively,Adult Basic and Secondary Education and Literacy Teachers and Instructors,adult basic and secondary education and literacy teachers and instructors,25-3011.00,"Adult Basic Education, Adult Secondary Education, and English as a Second Language Instructors",25-3011,25-3011.00,"Adult Basic Education, Adult Secondary Education, and English as a Second Language Instructors",Other Teachers and Instructors,Educational Instruction and Library Occupations,2026-05-31,0.000277538557815,4.351545426162973,False,1.9544953846153843,4.15,96.06,0.922968652127455,0.6,E2,E2,61540.0,48870.0,61540.0,61750.0,43240.0,102030.0,51170.0,72180.0,78600.0,62940.0,58920.0,47540.0,44600.0,50040.0,62370.0,58660.0,48010.0,52030.0,44990.0,66870.0,58880.0,59950.0,62290.0,59900.0,76800.0,49900.0,51770.0,56500.0,49040.0,48930.0,64440.0,81100.0,49170.0,78010.0,51810.0,63820.0,47190.0,51840.0,65700.0,57230.0,57690.0,62940.0,35760.0,60340.0,49490.0,49680.0,62500.0,64540.0,69990.0,65050.0,64980.0,52060.0,61540.0,61540.0,61540.0,37310.0,470.0,78.0,570.0,230.0,1660.0,820.0,410.0,200.0,570.0,3670.000000000001,470.0,300.0,270.0,1970.0,650.0,370.0,160.0,350.0,100.0,330.0,450.00000000000006,1420.0,560.0,2880.0,240.0,620.0,110.0,130.0,40.0,50.0,1350.0,210.0,2810.0,3720.0,180.0,750.0,300.0,510.0,790.0,119.0,480.0,100.0,240.0,1830.0,60.0,70.0,700.0,1310.0,250.0,1050.0,100.0,16.0,224.0,8.0
"Plan and conduct activities for a balanced program of instruction, demonstration, and work time that provides students with opportunities to observe, question, and investigate.",plan and conduct activities for a balanced program of instruction demonstration and work time that provides students with opportunities to observe question and investigate,Plan educational activities.,"Develop educational programs, plans, or procedures.",Thinking Creatively,Self-Enrichment Education Teachers,selfenrichment education teachers,25-3021.00,Self-Enrichment Teachers,25-3021,25-3021.00,Self-Enrichment Teachers,Other Teachers and Instructors,Educational Instruction and Library Occupations,2026-05-31,0.000277538557815,4.351545426162973,True,1.1478715384615383,3.62,82.51,0.6178030543115484,0.7,E2,E2,46800.0,38430.0,47710.0,44110.0,30810.0,49570.0,44710.0,55240.0,34730.0,66430.0,45830.0,52320.0,51960.0,36490.0,44230.0,36980.0,35670.0,41290.0,39990.0,37760.0,46720.0,51630.0,49430.0,40350.0,45660.0,38770.0,43090.0,45050.0,38240.0,47020.0,59880.0,53780.0,45890.0,57790.0,41710.0,35100.0,37360.0,38010.0,53790.0,41740.0,41960.0,39800.0,49720.0,38730.0,36140.0,43580.0,53190.0,49160.0,48020.0,45010.0,37820.0,46640.0,46800.0,36110.0,37590.0,332110.0,2130.0,190.0,2330.0,900.0,60260.0,9700.0,5080.0,260.0,600.0,11800.0,10030.0,1730.0,2190.0,15030.0,3710.0,2910.0,1070.0,1630.0,3030.0,1120.0,6570.0,11950.0,7190.0,9050.0,690.0,5010.0,1070.0,3360.0,1690.0,1820.0,13380.0,1840.0,31120.0,9320.0,470.0,8860.0,2710.0,5580.0,15270.0,1400.0,3430.0,140.0,3530.0,16680.0,5180.0,1190.0,8730.0,12890.0,540.0,5140.0,610.0,141.0,880.0,50.0
Plan and conduct special research projects in area of interest or expertise.,plan and conduct special research projects in area of interest or expertise,Research topics in area of expertise.,Maintain current knowledge in area of expertise.,Updating and Using Relevant Knowledge,Curators,curators,25-4012.00,Curators,25-4012,25-4012.00,"Archivists, Curators, and Museum Technicians","Librarians, Curators, and Archivists",Educational Instruction and Library Occupations,2026-05-31,0.0030529241359659,4.711340206185567,False,0.4933596153846154,4.03,94.42,0.6394861841929175,1.7649111915736,E2,E2,63420.0,61120.0,63880.0,63510.0,53870.0,78740.0,73630.0,76510.0,56800.0,93310.0,59500.0,57810.0,50720.0,62190.0,63060.0,53910.0,53830.0,56630.0,55460.0,60080.0,56470.0,63750.0,77790.0,63190.0,53920.0,40600.0,59960.0,54460.0,58600.0,69900.0,82490.0,77800.0,63690.0,79120.0,49470.0,63420.0,63640.0,60560.0,62790.0,62100.0,77930.0,47200.0,74990.0,57580.0,59990.0,59910.0,56520.0,58200.0,74030.0,63420.0,64370.0,61910.0,63420.0,63420.0,63420.0,12150.0,150.0,90.0,150.0,80.0,1140.0,300.0,190.0,60.0,140.0,420.0,230.0,140.0,50.0,410.0,220.0,230.0,120.0,130.0,160.0,110.0,170.0,370.0,360.0,220.0,30.0,260.0,100.0,120.0,100.0,60.0,120.0,140.0,1330.0,600.0,33.0,370.0,150.0,260.0,520.0,70.0,120.0,50.0,190.0,690.0,50.0,60.0,450.0,260.0,54.0,300.0,90.0,5.0,73.0,2.0
Plan and coordinate advertising campaigns and sales promotions and prepare merchandise displays and advertising copy.,plan and coordinate advertising campaigns and sales promotions and prepare merchandise displays and advertising copy,Develop marketing plans or strategies.,Develop business or marketing plans.,Thinking Creatively,First-Line Supervisors of Retail Sales Workers,firstline supervisors of retail sales workers,41-1011.00,First-Line Supervisors of Retail Sales Workers,41-1011,41-1011.00,First-Line Supervisors of Sales Workers,Supervisors of Sales Workers,Sales and Related Occupations,2026-05-31,0.0030529241359659,4.442677132823796,True,0.6160430769230769,4.19,64.18,0.2873735391746077,0.7999999999999999,E2,E2,48520.0,44860.0,57080.0,48010.0,36950.0,54870.0,58200.0,56510.0,55710.0,58470.0,48410.0,46150.0,55850.0,46140.0,47990.0,47790.0,46610.0,46950.0,40080.0,43860.0,53580.0,47000.0,57490.0,46430.0,48770.0,45760.0,46860.0,49300.0,45280.0,46900.0,51650.0,57320.0,46550.0,58300.0,47760.0,49350.0,45680.0,45430.0,50660.0,46690.0,58570.0,47770.0,56680.0,47880.0,46280.0,47470.0,55760.0,47990.0,60750.0,39740.0,49550.0,45980.0,29720.0,30090.0,44880.0,1121800.0,25020.0,3030.0,20260.0,11050.0,109180.0,26390.0,13910.0,4200.0,1470.0,80470.0,36900.0,6580.0,7330.0,36940.0,22090.0,9970.0,9250.0,18290.0,16910.0,5760.0,23080.0,20240.0,30750.0,21530.0,13020.0,19160.0,5830.0,7010.0,10500.0,6610.0,31160.0,7660.0,50830.0,39890.0,2640.0,39110.0,15340.0,13940.0,40970.0,3880.000000000001,19390.0,3660.0,26470.0,103410.0,10270.0,2310.0,32250.0,27640.0,7420.0,17750.0,3060.0,690.0,12700.0,440.0
Plan and coordinate advertising campaigns and sales promotions and prepare merchandise displays and advertising copy.,plan and coordinate advertising campaigns and sales promotions and prepare merchandise displays and advertising copy,Set up merchandise displays.,Arrange displays or decorations.,Handling and Moving Objects,First-Line Supervisors of Retail Sales Workers,firstline supervisors of retail sales workers,41-1011.00,First-Line Supervisors of Retail Sales Workers,41-1011,41-1011.00,First-Line Supervisors of Sales Workers,Supervisors of Sales Workers,Sales and Related Occupations,2026-05-31,0.0030529241359659,4.442677132823796,True,0.6160430769230769,4.19,64.18,0.2873735391746077,0.7999999999999999,E2,E2,48520.0,44860.0,57080.0,48010.0,36950.0,54870.0,58200.0,56510.0,55710.0,58470.0,48410.0,46150.0,55850.0,46140.0,47990.0,47790.0,46610.0,46950.0,40080.0,43860.0,53580.0,47000.0,57490.0,46430.0,48770.0,45760.0,46860.0,49300.0,45280.0,46900.0,51650.0,57320.0,46550.0,58300.0,47760.0,49350.0,45680.0,45430.0,50660.0,46690.0,58570.0,47770.0,56680.0,47880.0,46280.0,47470.0,55760.0,47990.0,60750.0,39740.0,49550.0,45980.0,29720.0,30090.0,44880.0,1121800.0,25020.0,3030.0,20260.0,11050.0,109180.0,26390.0,13910.0,4200.0,1470.0,80470.0,36900.0,6580.0,7330.0,36940.0,22090.0,9970.0,9250.0,18290.0,16910.0,5760.0,23080.0,20240.0,30750.0,21530.0,13020.0,19160.0,5830.0,7010.0,10500.0,6610.0,31160.0,7660.0,50830.0,39890.0,2640.0,39110.0,15340.0,13940.0,40970.0,3880.000000000001,19390.0,3660.0,26470.0,103410.0,10270.0,2310.0,32250.0,27640.0,7420.0,17750.0,3060.0,690.0,12700.0,440.0
Plan and coordinate advertising campaigns and sales promotions and prepare merchandise displays and advertising copy.,plan and coordinate advertising campaigns and sales promotions and prepare merchandise displays and advertising copy,Coordinate sales campaigns.,"Direct organizational operations, activities, or procedures.","Guiding, Directing, and Motivating Subordinates",First-Line Supervisors of Retail Sales Workers,firstline supervisors of retail sales workers,41-1011.00,First-Line Supervisors of Retail Sales Workers,41-1011,41-1011.00,First-Line Supervisors of Sales Workers,Supervisors of Sales Workers,Sales and Related Occupations,2026-05-31,0.0030529241359659,4.442677132823796,True,0.6160430769230769,4.19,64.18,0.2873735391746077,0.7999999999999999,E2,E2,48520.0,44860.0,57080.0,48010.0,36950.0,54870.0,58200.0,56510.0,55710.0,58470.0,48410.0,46150.0,55850.0,46140.0,47990.0,47790.0,46610.0,46950.0,40080.0,43860.0,53580.0,47000.0,57490.0,46430.0,48770.0,45760.0,46860.0,49300.0,45280.0,46900.0,51650.0,57320.0,46550.0,58300.0,47760.0,49350.0,45680.0,45430.0,50660.0,46690.0,58570.0,47770.0,56680.0,47880.0,46280.0,47470.0,55760.0,47990.0,60750.0,39740.0,49550.0,45980.0,29720.0,30090.0,44880.0,1121800.0,25020.0,3030.0,20260.0,11050.0,109180.0,26390.0,13910.0,4200.0,1470.0,80470.0,36900.0,6580.0,7330.0,36940.0,22090.0,9970.0,9250.0,18290.0,16910.0,5760.0,23080.0,20240.0,30750.0,21530.0,13020.0,19160.0,5830.0,7010.0,10500.0,6610.0,31160.0,7660.0,50830.0,39890.0,2640.0,39110.0,15340.0,13940.0,40970.0,3880.000000000001,19390.0,3660.0,26470.0,103410.0,10270.0,2310.0,32250.0,27640.0,7420.0,17750.0,3060.0,690.0,12700.0,440.0
"Plan and deliver client-centered programs and services, such as special services for corporate clients, storytelling for children, newsletters, or programs for special groups.",plan and deliver clientcentered programs and services such as special services for corporate clients storytelling for children newsletters or programs for special groups,Plan community programs or activities for the general public.,Plan events or programs.,"Organizing, Planning, and Prioritizing Work",Librarians,librarians,25-4021.00,Librarians and Media Collections Specialists,25-4022,25-4022.00,Librarians and Media Collections Specialists,"Librarians, Curators, and Archivists",Educational Instruction and Library Occupations,2026-05-31,0.0030529241359659,4.857200000000001,True,0.969595,3.86,79.02,0.5649481447676189,0.8999999999999999,E1,E2,68270.0,64650.0,78810.0,60500.0,56800.0,89790.0,76480.0,79210.0,77700.0,96550.0,67060.0,76750.0,68270.0,54130.0,62700.0,53500.0,58440.0,61900.0,65200.0,60650.0,59540.0,88570.0,78540.0,60010.0,77650.0,56970.0,58700.0,63870.0,64060.0,84540.0,63580.0,78380.0,62530.0,78590.0,61420.0,62830.0,60630.0,58180.0,78070.0,62880.0,75860.0,62640.0,51210.0,62090.0,71860.0,53730.0,62360.0,77430.0,100030.0,42980.0,66870.0,46530.0,68270.0,51610.0,68270.0,133790.0,2750.0,350.0,1990.0,1490.0,10180.0,1990.0,2550.0,370.0,960.0,6670.0,3330.0,300.0,650.0,5390.0,1920.0,1770.0,1620.0,1980.0,2130.0,780.0,3220.0,4980.0,3940.0,2220.0,1060.0,2970.0,640.0,1200.0,610.0,1150.0,4100.0,580.0,11870.0,4010.0,570.0,4820.0,1820.0,1690.0,5050.0,780.0,2130.0,490.0,2540.0,9150.0,1630.0,600.0,4590.0,2750.0,610.0,2450.0,440.0,57.0,1310.0,27.0
"Plan and develop pre-production ideas into outlines, scripts, story boards, and graphics, using own ideas or specifications of assignments.",plan and develop preproduction ideas into outlines scripts story boards and graphics using own ideas or specifications of assignments,Write material for artistic or entertainment purposes.,Write material for artistic or commercial purposes.,Documenting/Recording Information,Audio and Video Equipment Technicians,audio and video equipment technicians,27-4011.00,Audio and Video Technicians,27-4011,27-4011.00,"Broadcast, Sound, and Lighting Technicians",Media and Communication Equipment Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0339213792885103,4.764599819693478,False,0.4262292307692308,3.03,61.19,0.2889600781537219,1.3,E1,E2,58100.0,50160.0,62060.0,47140.0,43910.0,64620.0,56790.0,62120.0,59700.0,78770.0,54230.0,51350.0,60150.0,49950.0,60740.0,49870.0,51030.0,50030.0,48320.0,44480.0,46080.0,70040.0,58100.0,58300.0,53800.0,43500.0,50680.0,46700.0,50660.0,62770.0,56180.0,71040.0,47070.0,67600.0,46700.0,50110.0,49890.0,49010.0,52000.0,56890.0,64070.0,52000.0,58100.0,49970.0,49440.0,48730.0,51500.0,53960.0,69270.0,46590.0,51390.0,49680.0,58100.0,30860.0,58100.0,70230.0,320.0,70.0,1340.0,150.0,9280.0,830.0,820.0,130.0,830.0,6000.0,1630.0,430.0,210.0,3020.0,1390.0,290.0,220.0,600.0,860.0,150.0,1770.0,1632.0,1700.0,960.0,200.0,1370.0,140.0,290.0,1580.0,170.0,2280.0,420.0,7990.0,1870.0,100.0,1430.0,540.0,630.0,3080.0,150.0,440.0,205.0,1640.0,4280.0,1880.0,170.0,1900.0,1360.0,200.0,760.0,50.0,30.0,280.0,14.0
Plan and establish sequence of operations to fabricate and assemble parts or products and to promote efficient utilization.,plan and establish sequence of operations to fabricate and assemble parts or products and to promote efficient utilization,Determine operational methods.,Determine operational methods or procedures.,Making Decisions and Solving Problems,Industrial Engineers,industrial engineers,17-2112.00,Industrial Engineers,17-2112,17-2112.00,"Industrial Engineers, Including Health and Safety",Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.508450845084509,False,1.0947134615384615,3.92,93.11,0.647770234754332,0.7999999999999999,E1,E2,102440.0,99880.0,156510.0,108280.0,98410.0,124600.0,109750.0,104160.0,120190.0,103300.0,101610.0,100100.0,123800.0,100840.0,100540.0,97480.0,97690.0,99830.0,96820.0,122920.0,101030.0,119930.0,109420.0,101680.0,102660.0,95830.0,99290.0,104430.0,98170.0,102090.0,101310.0,103840.0,128090.0,102640.0,99310.0,96940.0,100060.0,97510.0,128290.0,99560.0,109350.0,101060.0,93200.0,99080.0,104560.0,103940.0,103010.0,102550.0,129050.0,108360.0,96980.0,122070.0,102440.0,81820.0,102440.0,61874.0,5177.0,149.0,5089.0,1157.0,22115.0,3519.0,4074.0,555.0,108.0,9508.0,6050.0,34.0,900.0,12614.0,7904.0,2436.0,2335.0,4108.0,1157.0,697.0,2639.0,7762.0,20971.0,11896.0,1658.0,3431.0,264.0,785.0,1062.0,1313.0,4649.0,771.0,7992.0,7836.0,406.0,15889.0,1468.0,3932.0,8919.0,670.0,5387.0,562.0,5035.0,20964.0,3735.0,298.0,3776.0,4148.0,575.0,8844.0,162.0,26.0,1861.0,13.0
"Plan and establish work schedules, assignments, and production sequences to meet production goals.",plan and establish work schedules assignments and production sequences to meet production goals,Plan production or operational procedures or sequences.,Plan work activities.,"Organizing, Planning, and Prioritizing Work",First-Line Supervisors of Production and Operating Workers,firstline supervisors of production and operating workers,51-1011.00,First-Line Supervisors of Production and Operating Workers,51-1011,51-1011.00,First-Line Supervisors of Production and Operating Workers,Supervisors of Production Workers,Production Occupations,2026-05-31,0.0226142528590069,4.881830118169882,False,2.0021384615384616,4.2,95.66,0.8151788566682184,0.5,E2,E2,74450.0,73060.0,77960.0,75330.0,63090.0,76840.0,78890.0,83150.0,79100.0,80030.0,63950.0,69170.0,71990.0,70890.0,75200.0,73950.0,74750.0,74480.0,72490.0,77520.0,78970.0,78520.0,79920.0,72170.0,78550.0,68720.0,73210.0,68760.0,72200.0,68270.0,79310.0,81110.0,64640.0,78580.0,69640.0,76350.0,72160.0,70000.0,73580.0,74990.0,81650.0,77500.0,73040.0,65310.0,70140.0,71220.0,75540.0,74150.0,79310.0,68990.0,74840.0,90390.0,57440.0,45100.0,57190.0,673430.0,20670.0,1110.0,8720.0,11000.0,48550.0,9580.0,9150.0,1450.0,350.0,27710.0,26190.0,1500.0,3900.0,29640.0,26870.0,10130.0,7980.0,13820.0,9350.0,2970.0,6100.0,12390.0,26650.0,13380.0,8230.0,15430.0,1860.0,6040.0,3600.0,3000.0,15040.0,2520.0,20830.0,22240.0,1650.0,31980.0,9570.0,8180.0,28900.0,2660.0,14570.0,1930.0,18960.0,58930.0,9040.0,1000.0,13530.0,14500.0,3120.0,25500.0,1470.0,110.0,4030.0,60.0
Plan and execute advertising policies and strategies for organizations.,plan and execute advertising policies and strategies for organizations,Implement organizational process or policy changes.,Implement procedures or processes.,Making Decisions and Solving Problems,Advertising and Promotions Managers,advertising and promotions managers,11-2011.00,Advertising and Promotions Managers,11-2011,11-2011.00,Advertising and Promotions Managers,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",Management Occupations,2026-05-31,0.0030529241359659,4.433250671626369,False,0.9868084615384616,3.81,78.17,0.5146836270271254,1.1,E1,E2,133660.0,64640.0,133660.0,133660.0,74880.0,167230.0,164990.0,129280.0,133660.0,143040.0,133660.0,133810.0,133660.0,80680.0,167330.0,113930.0,108890.0,148560.0,107030.0,78810.0,106280.0,107380.0,163090.0,101610.0,126920.0,66520.0,81520.0,131770.0,106380.0,133660.0,120530.0,165390.0,133660.0,173700.0,121730.0,133660.0,102110.0,133660.0,154490.0,122940.0,157890.0,156300.0,133660.0,98170.0,104170.0,133660.0,133660.0,148400.0,163380.0,133660.0,131530.0,133660.0,133660.0,68620.0,133660.0,21470.0,60.0,45.0,444.0,140.0,3080.0,180.0,240.0,66.0,80.0,1362.0,420.0,86.0,60.0,160.0,120.0,210.0,40.0,230.0,120.0,88.0,460.0,300.0,220.0,110.0,100.0,403.0,70.0,160.0,213.0,50.0,470.0,80.0,3550.0,678.0,59.0,240.0,90.0,430.0,1540.0,60.0,316.0,63.0,450.0,3670.0,240.0,42.0,180.0,530.0,96.0,110.0,39.0,9.0,180.0,4.0
Plan and execute advertising policies and strategies for organizations.,plan and execute advertising policies and strategies for organizations,Develop marketing plans or strategies.,Develop business or marketing plans.,Thinking Creatively,Advertising and Promotions Managers,advertising and promotions managers,11-2011.00,Advertising and Promotions Managers,11-2011,11-2011.00,Advertising and Promotions Managers,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",Management Occupations,2026-05-31,0.0030529241359659,4.433250671626369,False,0.9868084615384616,3.81,78.17,0.5146836270271254,1.1,E1,E2,133660.0,64640.0,133660.0,133660.0,74880.0,167230.0,164990.0,129280.0,133660.0,143040.0,133660.0,133810.0,133660.0,80680.0,167330.0,113930.0,108890.0,148560.0,107030.0,78810.0,106280.0,107380.0,163090.0,101610.0,126920.0,66520.0,81520.0,131770.0,106380.0,133660.0,120530.0,165390.0,133660.0,173700.0,121730.0,133660.0,102110.0,133660.0,154490.0,122940.0,157890.0,156300.0,133660.0,98170.0,104170.0,133660.0,133660.0,148400.0,163380.0,133660.0,131530.0,133660.0,133660.0,68620.0,133660.0,21470.0,60.0,45.0,444.0,140.0,3080.0,180.0,240.0,66.0,80.0,1362.0,420.0,86.0,60.0,160.0,120.0,210.0,40.0,230.0,120.0,88.0,460.0,300.0,220.0,110.0,100.0,403.0,70.0,160.0,213.0,50.0,470.0,80.0,3550.0,678.0,59.0,240.0,90.0,430.0,1540.0,60.0,316.0,63.0,450.0,3670.0,240.0,42.0,180.0,530.0,96.0,110.0,39.0,9.0,180.0,4.0
Plan and modify product configurations to meet customer needs.,plan and modify product configurations to meet customer needs,Implement design or process improvements.,Implement procedures or processes.,Making Decisions and Solving Problems,Sales Engineers,sales engineers,41-9031.00,Sales Engineers,41-9031,41-9031.00,Sales Engineers,Other Sales and Related Workers,Sales and Related Occupations,2026-05-31,0.0030529241359659,4.267968592711899,False,0.6329923076923076,3.96,81.92,0.2059609616486535,0.5,E2,E2,124900.0,104410.0,71080.0,131870.0,130760.0,139160.0,139990.0,123660.0,167200.0,124900.0,125530.0,98840.0,124900.0,128030.0,99710.0,74960.0,83450.0,98000.0,90190.0,121680.0,95180.0,153410.0,136200.0,114180.0,100570.0,124900.0,90960.0,124900.0,90140.0,99020.0,107850.0,139010.0,119420.0,137480.0,121530.0,124900.0,97420.0,114520.0,128170.0,98500.0,149750.0,114250.0,119110.0,111580.0,130610.0,117650.0,116790.0,124900.0,147620.0,135260.0,117970.0,124900.0,124900.0,62970.0,124900.0,51790.0,220.0,108.0,1000.0,30.0,6310.0,2800.0,760.0,80.0,232.0,2410.0,1630.0,208.0,360.0,1150.0,980.0,310.0,220.0,380.0,640.0,140.0,850.0,3150.0,2290.0,990.0,90.0,710.0,169.0,130.0,320.0,300.0,1760.0,80.0,3150.0,2530.0,142.0,1210.0,290.0,540.0,1980.0,30.0,770.0,100.0,530.0,6800.0,480.0,101.0,1260.0,760.0,40.0,1300.0,93.0,22.0,70.0,11.0
"Plan and prepare advertising and promotional material to increase sales of products or services, working with customers, company officials, sales departments, and advertising agencies.",plan and prepare advertising and promotional material to increase sales of products or services working with customers company officials sales departments and advertising agencies,Develop promotional materials.,Develop marketing or promotional materials.,Thinking Creatively,Advertising and Promotions Managers,advertising and promotions managers,11-2011.00,Advertising and Promotions Managers,11-2011,11-2011.00,Advertising and Promotions Managers,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",Management Occupations,2026-05-31,0.0452285057180138,4.658411356085775,False,1.1967007692307692,4.13,96.37,0.7272906345836284,1.1,E1,E2,133660.0,64640.0,133660.0,133660.0,74880.0,167230.0,164990.0,129280.0,133660.0,143040.0,133660.0,133810.0,133660.0,80680.0,167330.0,113930.0,108890.0,148560.0,107030.0,78810.0,106280.0,107380.0,163090.0,101610.0,126920.0,66520.0,81520.0,131770.0,106380.0,133660.0,120530.0,165390.0,133660.0,173700.0,121730.0,133660.0,102110.0,133660.0,154490.0,122940.0,157890.0,156300.0,133660.0,98170.0,104170.0,133660.0,133660.0,148400.0,163380.0,133660.0,131530.0,133660.0,133660.0,68620.0,133660.0,21470.0,60.0,45.0,444.0,140.0,3080.0,180.0,240.0,66.0,80.0,1362.0,420.0,86.0,60.0,160.0,120.0,210.0,40.0,230.0,120.0,88.0,460.0,300.0,220.0,110.0,100.0,403.0,70.0,160.0,213.0,50.0,470.0,80.0,3550.0,678.0,59.0,240.0,90.0,430.0,1540.0,60.0,316.0,63.0,450.0,3670.0,240.0,42.0,180.0,530.0,96.0,110.0,39.0,9.0,180.0,4.0
"Plan and prepare food for parties, holiday meals, luncheons, special functions, and other social events.",plan and prepare food for parties holiday meals luncheons special functions and other social events,Plan special events.,Plan events or programs.,"Organizing, Planning, and Prioritizing Work","Cooks, Private Household",cooks private household,35-2013.00,"Cooks, Private Household",35-2013,35-2013.00,Cooks,Cooks and Food Preparation Workers,Food Preparation and Serving Related Occupations,2026-05-31,0.0030529241359659,4.850062998740026,True,0.1118673076923077,3.64,96.15,0.4728585868783035,7.0,E2,E0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,37440.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,1100.0,15.0,2.0,23.0,9.0,110.0,20.0,12.0,3.0,5.0,70.0,34.0,4.0,6.0,43.0,22.0,11.0,10.0,14.0,14.0,5.0,19.0,26.0,31.0,21.0,8.0,21.0,4.0,7.0,11.0,5.0,30.0,6.0,140.0,35.0,3.0,39.0,12.0,14.0,43.0,4.0,16.0,3.0,23.0,99.0,12.0,2.0,29.0,25.0,5.0,21.0,2.0,0.0,7.0,0.0
"Plan and prepare food for parties, holiday meals, luncheons, special functions, and other social events.",plan and prepare food for parties holiday meals luncheons special functions and other social events,Prepare foods for cooking or serving.,Prepare foods or beverages.,Handling and Moving Objects,"Cooks, Private Household",cooks private household,35-2013.00,"Cooks, Private Household",35-2013,35-2013.00,Cooks,Cooks and Food Preparation Workers,Food Preparation and Serving Related Occupations,2026-05-31,0.0030529241359659,4.850062998740026,True,0.1118673076923077,3.64,96.15,0.4728585868783035,7.0,E2,E0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,37440.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,1100.0,15.0,2.0,23.0,9.0,110.0,20.0,12.0,3.0,5.0,70.0,34.0,4.0,6.0,43.0,22.0,11.0,10.0,14.0,14.0,5.0,19.0,26.0,31.0,21.0,8.0,21.0,4.0,7.0,11.0,5.0,30.0,6.0,140.0,35.0,3.0,39.0,12.0,14.0,43.0,4.0,16.0,3.0,23.0,99.0,12.0,2.0,29.0,25.0,5.0,21.0,2.0,0.0,7.0,0.0
"Plan and schedule programming and event coverage, based on broadcast length, time availability, and other factors, such as community needs, ratings data, and viewer demographics.",plan and schedule programming and event coverage based on broadcast length time availability and other factors such as community needs ratings data and viewer demographics,Determine presentation subjects or content.,"Develop news, entertainment, or artistic content.",Thinking Creatively,Program Directors,program directors,27-2012.03,Media Programming Directors,27-2012,27-2012.03,"Actors, Producers, and Directors","Entertainers and Performers, Sports and Related Workers","Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.538421599169262,False,1.1648846153846155,3.75,95.6,0.7271233132640028,0.7999999999999999,E1,E2,90360.0,63340.0,54060.0,67320.0,38820.0,129790.0,78060.0,88260.0,72650.0,104270.0,79920.0,79950.0,66190.0,61150.0,81080.0,59870.0,58550.0,60600.0,54550.0,62920.0,71320.0,79350.0,80970.0,65720.0,76360.0,48100.0,66460.0,52580.0,52580.0,78480.0,61560.0,119840.0,90360.0,107550.0,63700.0,57870.0,69350.0,61600.0,87460.0,75460.0,84250.0,56030.0,60260.0,73020.0,71710.0,76350.0,55660.0,65900.0,81550.0,46660.0,66390.0,60420.0,90360.0,48820.0,90360.0,47706.66666666666,1001.0,154.0,1655.0,674.0,32824.0,1886.0,2117.0,144.0,2540.0,6890.0,4821.0,491.0,366.0,3050.0,1424.0,693.0,404.0,914.0,847.0,385.0,1549.0,3310.0,2223.0,1338.0,375.0,1569.0,375.0,452.0,1569.0,289.0,2858.0,500.0,26934.0,3368.0,164.0,1549.0,741.0,1578.0,4042.0,539.0,1145.0,164.0,2810.0,6361.0,1607.0,279.0,2714.0,2184.0,221.0,1540.0,125.0,19.0,250.0,10.0
"Plan arrangement according to client's requirements, using knowledge of design and properties of materials, or select appropriate standard design pattern.",plan arrangement according to clients requirements using knowledge of design and properties of materials or select appropriate standard design pattern,"Develop artistic or design concepts for decoration, exhibition, or commercial purposes.",Create artistic designs or performances.,Thinking Creatively,Floral Designers,floral designers,27-1023.00,Floral Designers,27-1023,27-1023.00,Designers,Art and Design Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0113071264295034,4.807707952003255,False,3.0172830769230767,4.41,98.72,0.7273028138496022,0.3,E2,E0,37360.0,34430.0,48130.0,36860.0,29910.0,47040.0,45380.0,39220.0,39630.0,42950.0,36770.0,35440.0,46170.0,36830.0,35880.0,36280.0,35340.0,31190.0,34940.0,30000.0,35930.0,41020.0,46460.0,35890.0,37190.0,29370.0,34210.0,34100.0,35930.0,39600.0,43230.0,45190.0,33870.0,45260.0,37190.0,35290.0,35790.0,29660.0,44730.0,35920.0,36420.0,32000.0,33910.0,36220.0,35080.0,35980.0,44720.0,37350.0,44460.0,29860.0,35010.0,35020.0,37360.0,22810.0,37360.0,40590.0,470.0,80.0,390.0,420.0,4080.0,790.0,490.0,100.0,70.0,2600.0,1020.0,380.0,330.0,1760.0,800.0,430.0,490.0,430.0,430.0,290.0,460.0,870.0,1640.0,580.0,290.0,1160.0,290.0,390.0,440.0,220.0,1020.0,170.0,2330.0,990.0,170.0,1520.0,450.0,710.0,1840.0,310.0,500.0,190.0,890.0,3100.0,830.0,110.0,980.0,910.0,250.0,1030.0,120.0,17.0,240.0,8.0
"Plan, coordinate, and implement network security measures to protect data, software, and hardware.",plan coordinate and implement network security measures to protect data software and hardware,Develop computer or information security policies or procedures.,Develop operational or technical procedures or standards.,Developing Objectives and Strategies,Network and Computer Systems Administrators,network and computer systems administrators,15-1142.00,Network and Computer Systems Administrators,15-1244,15-1244.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.6154,False,0.4062830769230769,3.74,86.23,0.1963080735804693,0.7,E2,E2,99130.0,81400.0,97500.0,90280.0,81590.0,106440.0,103370.0,105880.0,94200.0,110970.0,95200.0,97170.0,101450.0,91880.0,100080.0,84550.0,84500.0,83340.0,87020.0,90160.0,83890.0,118290.0,110980.0,92750.0,101870.0,79990.0,80870.0,80950.0,84700.0,103440.0,100230.0,116420.0,90790.0,105810.0,95230.0,86450.0,97570.0,83990.0,102000.0,86140.0,103100.0,92520.0,75010.0,88100.0,101240.0,95820.0,86020.0,109610.0,103910.0,74490.0,83650.0,75220.0,59820.0,54200.0,99130.0,314340.0,5040.0,920.0,5810.0,1750.0,26170.0,8360.0,2170.0,850.0,1320.0,26890.0,9190.0,1490.0,1010.0,9820.0,4310.0,3110.0,4100.0,2800.0,1789.9999999999998,920.0,9230.0,8270.0,6899.999999999999,4550.0,1380.0,5810.0,850.0,1560.0,1980.0,1660.0,9280.0,1220.0,18220.0,13850.000000000002,930.0,15130.0,2580.0,4880.0,7750.0,1060.0,3579.9999999999995,1690.0,5070.0,34840.0,2050.0,560.0,12430.0,8600.0,1510.0,8470.0,610.0,90.0,890.0000000000001,64.0
"Plan, coordinate, and implement network security measures to protect data, software, and hardware.",plan coordinate and implement network security measures to protect data software and hardware,Implement security measures for computer or information systems.,Implement security measures for computer or information systems.,Working with Computers,Network and Computer Systems Administrators,network and computer systems administrators,15-1142.00,Network and Computer Systems Administrators,15-1244,15-1244.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.6154,False,0.4062830769230769,3.74,86.23,0.1963080735804693,0.7,E2,E2,99130.0,81400.0,97500.0,90280.0,81590.0,106440.0,103370.0,105880.0,94200.0,110970.0,95200.0,97170.0,101450.0,91880.0,100080.0,84550.0,84500.0,83340.0,87020.0,90160.0,83890.0,118290.0,110980.0,92750.0,101870.0,79990.0,80870.0,80950.0,84700.0,103440.0,100230.0,116420.0,90790.0,105810.0,95230.0,86450.0,97570.0,83990.0,102000.0,86140.0,103100.0,92520.0,75010.0,88100.0,101240.0,95820.0,86020.0,109610.0,103910.0,74490.0,83650.0,75220.0,59820.0,54200.0,99130.0,314340.0,5040.0,920.0,5810.0,1750.0,26170.0,8360.0,2170.0,850.0,1320.0,26890.0,9190.0,1490.0,1010.0,9820.0,4310.0,3110.0,4100.0,2800.0,1789.9999999999998,920.0,9230.0,8270.0,6899.999999999999,4550.0,1380.0,5810.0,850.0,1560.0,1980.0,1660.0,9280.0,1220.0,18220.0,13850.000000000002,930.0,15130.0,2580.0,4880.0,7750.0,1060.0,3579.9999999999995,1690.0,5070.0,34840.0,2050.0,560.0,12430.0,8600.0,1510.0,8470.0,610.0,90.0,890.0000000000001,64.0
"Plan, coordinate, and implement security measures to safeguard information in computer files against accidental or unauthorized damage, modification or disclosure.",plan coordinate and implement security measures to safeguard information in computer files against accidental or unauthorized damage modification or disclosure,Develop computer or information security policies or procedures.,Develop operational or technical procedures or standards.,Developing Objectives and Strategies,Database Administrators,database administrators,15-1141.00,Database Administrators,15-1242,15-1242.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.627906976744185,False,0.2627480769230769,3.93,82.45,0.3483541120700572,1.998324150441144,E2,E1,124813.68421052632,100586.84210526316,110946.31578947368,134281.05263157896,94979.47368421052,146117.8947368421,139309.47368421053,129222.1052631579,128056.84210526316,136759.47368421053,123920.0,125735.7894736842,113602.1052631579,106340.0,126563.15789473684,114834.2105263158,114427.36842105264,117434.2105263158,109395.7894736842,113637.39612188366,106753.68421052632,129302.1052631579,148028.94736842104,117875.7894736842,119428.94736842104,93944.2105263158,106233.15789473684,98676.31578947368,119877.8947368421,127345.26315789472,119830.0,122924.73684210528,109739.47368421052,126423.68421052632,125901.57894736844,96503.68421052632,117870.0,103882.63157894736,122254.2105263158,114412.13296398892,125877.8947368421,114690.52631578948,113803.15789473684,115308.94736842104,135803.68421052632,133428.42105263157,116146.8698060942,132132.63157894736,124288.42105263156,103203.71191135734,121898.42105263156,106988.97506925208,124813.68421052632,77203.15789473684,124813.68421052632,48904.73684210527,931.0526315789474,78.42105263157895,1166.3157894736842,385.2631578947368,6643.684210526316,1642.6315789473686,1001.0526315789472,369.5263157894737,693.1578947368421,2652.1052631578946,2535.263157894737,76.8421052631579,226.3157894736842,1905.7894736842104,681.0526315789473,290.5263157894737,393.6842105263158,476.3157894736842,472.3684210526316,219.4736842105263,1761.578947368421,2530.0,1288.9473684210527,1147.3684210526314,142.10526315789474,1296.3157894736842,218.94736842105263,610.0,403.1578947368421,174.73684210526315,2551.052631578947,309.4736842105263,3740.5263157894738,3164.736842105264,68.42105263157895,1836.842105263158,830.5263157894738,868.9473684210526,2675.789473684211,210.52631578947367,1088.421052631579,94.73684210526316,1226.842105263158,7495.263157894737,870.0,105.52631578947368,5546.315789473685,2459.4736842105262,170.5263157894737,814.7368421052632,134.73684210526315,21.000000000000004,106.3157894736842,10.0
"Plan, coordinate, and implement security measures to safeguard information in computer files against accidental or unauthorized damage, modification or disclosure.",plan coordinate and implement security measures to safeguard information in computer files against accidental or unauthorized damage modification or disclosure,Implement security measures for computer or information systems.,Implement security measures for computer or information systems.,Working with Computers,Database Administrators,database administrators,15-1141.00,Database Administrators,15-1242,15-1242.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.627906976744185,False,0.2627480769230769,3.93,82.45,0.3483541120700572,1.998324150441144,E2,E1,124813.68421052632,100586.84210526316,110946.31578947368,134281.05263157896,94979.47368421052,146117.8947368421,139309.47368421053,129222.1052631579,128056.84210526316,136759.47368421053,123920.0,125735.7894736842,113602.1052631579,106340.0,126563.15789473684,114834.2105263158,114427.36842105264,117434.2105263158,109395.7894736842,113637.39612188366,106753.68421052632,129302.1052631579,148028.94736842104,117875.7894736842,119428.94736842104,93944.2105263158,106233.15789473684,98676.31578947368,119877.8947368421,127345.26315789472,119830.0,122924.73684210528,109739.47368421052,126423.68421052632,125901.57894736844,96503.68421052632,117870.0,103882.63157894736,122254.2105263158,114412.13296398892,125877.8947368421,114690.52631578948,113803.15789473684,115308.94736842104,135803.68421052632,133428.42105263157,116146.8698060942,132132.63157894736,124288.42105263156,103203.71191135734,121898.42105263156,106988.97506925208,124813.68421052632,77203.15789473684,124813.68421052632,48904.73684210527,931.0526315789474,78.42105263157895,1166.3157894736842,385.2631578947368,6643.684210526316,1642.6315789473686,1001.0526315789472,369.5263157894737,693.1578947368421,2652.1052631578946,2535.263157894737,76.8421052631579,226.3157894736842,1905.7894736842104,681.0526315789473,290.5263157894737,393.6842105263158,476.3157894736842,472.3684210526316,219.4736842105263,1761.578947368421,2530.0,1288.9473684210527,1147.3684210526314,142.10526315789474,1296.3157894736842,218.94736842105263,610.0,403.1578947368421,174.73684210526315,2551.052631578947,309.4736842105263,3740.5263157894738,3164.736842105264,68.42105263157895,1836.842105263158,830.5263157894738,868.9473684210526,2675.789473684211,210.52631578947367,1088.421052631579,94.73684210526316,1226.842105263158,7495.263157894737,870.0,105.52631578947368,5546.315789473685,2459.4736842105262,170.5263157894737,814.7368421052632,134.73684210526315,21.000000000000004,106.3157894736842,10.0
"Plan data collection methods for specific projects, and determine the types and sizes of sample groups to be used.",plan data collection methods for specific projects and determine the types and sizes of sample groups to be used,Determine appropriate methods for data analysis.,Determine operational methods or procedures.,Making Decisions and Solving Problems,Statisticians,statisticians,15-2041.00,Statisticians,15-2041,15-2041.00,Statisticians,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.5687,False,0.3010296153846153,3.81,100.0,0.0791603500846978,0.4,E1,E2,105650.0,76400.0,105650.0,79640.0,105720.0,135960.0,109660.0,102860.0,109570.0,140670.0,108040.0,115150.0,76780.0,105650.0,119760.0,109300.0,80150.0,111780.0,112520.0,76400.0,85680.0,132620.0,96710.0,102710.0,105650.0,64670.0,66330.0,105650.0,83480.0,79750.0,96080.0,118280.0,84330.0,136020.0,115690.0,75890.0,98190.0,89540.0,93620.0,93830.0,102620.0,65450.0,105650.0,98230.0,102960.0,88610.0,82210.0,114920.0,105650.0,84660.0,107150.0,105650.0,105650.0,49730.0,105650.0,18186.0,251.0,100.0,551.0,714.0,3107.0,977.0,614.0,88.0,689.0,689.0,576.0,113.0,200.0,601.0,288.0,313.0,100.0,100.0,88.0,100.0,3420.0,3107.0,714.0,977.0,100.0,852.0,59.0,175.0,63.0,88.0,1103.0,288.0,1529.0,1503.0,50.0,727.0,63.0,752.0,2042.0,50.0,301.0,53.0,664.0,1742.0,376.0,35.0,902.0,3709.0,113.0,313.0,33.0,8.0,288.0,4.0
"Plan data collection methods for specific projects, and determine the types and sizes of sample groups to be used.",plan data collection methods for specific projects and determine the types and sizes of sample groups to be used,Design research studies to obtain scientific information.,Develop research plans or methodologies.,Thinking Creatively,Statisticians,statisticians,15-2041.00,Statisticians,15-2041,15-2041.00,Statisticians,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.5687,False,0.3010296153846153,3.81,100.0,0.0791603500846978,0.4,E1,E2,105650.0,76400.0,105650.0,79640.0,105720.0,135960.0,109660.0,102860.0,109570.0,140670.0,108040.0,115150.0,76780.0,105650.0,119760.0,109300.0,80150.0,111780.0,112520.0,76400.0,85680.0,132620.0,96710.0,102710.0,105650.0,64670.0,66330.0,105650.0,83480.0,79750.0,96080.0,118280.0,84330.0,136020.0,115690.0,75890.0,98190.0,89540.0,93620.0,93830.0,102620.0,65450.0,105650.0,98230.0,102960.0,88610.0,82210.0,114920.0,105650.0,84660.0,107150.0,105650.0,105650.0,49730.0,105650.0,18186.0,251.0,100.0,551.0,714.0,3107.0,977.0,614.0,88.0,689.0,689.0,576.0,113.0,200.0,601.0,288.0,313.0,100.0,100.0,88.0,100.0,3420.0,3107.0,714.0,977.0,100.0,852.0,59.0,175.0,63.0,88.0,1103.0,288.0,1529.0,1503.0,50.0,727.0,63.0,752.0,2042.0,50.0,301.0,53.0,664.0,1742.0,376.0,35.0,902.0,3709.0,113.0,313.0,33.0,8.0,288.0,4.0
"Plan details such as framing, composition, camera movement, sound, and actor movement for each shot or scene.",plan details such as framing composition camera movement sound and actor movement for each shot or scene,Determine technical requirements of productions or projects.,Determine operational methods or procedures.,Making Decisions and Solving Problems,Producers and Directors,producers and directors,27-2012.00,Producers and Directors,27-2012,27-2012.00,"Actors, Producers, and Directors","Entertainers and Performers, Sports and Related Workers","Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0113071264295034,4.662566791007158,False,2.912070769230769,4.4,89.13,0.1963498863431355,0.1,E2,E2,90360.0,63340.0,54060.0,67320.0,38820.0,129790.0,78060.0,88260.0,72650.0,104270.0,79920.0,79950.0,66190.0,61150.0,81080.0,59870.0,58550.0,60600.0,54550.0,62920.0,71320.0,79350.0,80970.0,65720.0,76360.0,48100.0,66460.0,52580.0,52580.0,78480.0,61560.0,119840.0,90360.0,107550.0,63700.0,57870.0,69350.0,61600.0,87460.0,75460.0,84250.0,56030.0,60260.0,73020.0,71710.0,76350.0,55660.0,65900.0,81550.0,46660.0,66390.0,60420.0,90360.0,48820.0,90360.0,47706.66666666666,639.0,98.0,1057.0,430.0,20964.0,1205.0,1352.0,92.0,1623.0,4400.0,3079.0,313.0,234.0,1948.0,910.0,443.0,258.0,584.0,541.0,246.0,989.0,2114.0,1420.0,854.0,240.0,1002.0,240.0,289.0,1002.0,184.0,1825.0,320.0,17202.0,2151.0,104.0,989.0,473.0,1008.0,2581.0,344.0,731.0,104.0,1795.0,4062.0,1026.0,178.0,1733.0,1395.0,141.0,983.0,80.0,12.0,160.0,6.0
"Plan, evaluate, or modify treatment programs, based on information gathered by observing and interviewing patients or by analyzing patient records.",plan evaluate or modify treatment programs based on information gathered by observing and interviewing patients or by analyzing patient records,Analyze patient data to determine patient needs or treatment goals.,Analyze health or medical data.,Analyzing Data or Information,Clinical Nurse Specialists,clinical nurse specialists,29-1141.04,Clinical Nurse Specialists,29-1141,29-1141.04,Registered Nurses,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0113071264295034,4.827800000000001,False,0.9584615384615384,3.7,95.24,0.2689906519658518,0.4,E2,E2,97550.0,77080.0,109480.0,99500.0,78940.0,140270.0,100260.0,102740.0,99520.0,102540.0,84190.0,93550.0,136320.0,92460.0,95990.0,83500.0,78630.0,79320.0,81040.0,80230.0,86990.0,99790.0,104550.0,94300.0,101510.0,77090.0,81780.0,85280.0,84730.0,103670.0,99700.0,106500.0,94340.0,109440.0,84350.0,80730.0,82510.0,82920.0,129010.0,96430.0,100640.0,82360.0,78060.0,81500.0,95970.0,84600.0,97460.0,93600.0,124200.0,80130.0,95530.0,83760.0,97550.0,39880.0,84120.0,808230.0,64975.0,8980.0,87466.0,35154.0,405273.0,65154.0,47960.0,17087.0,13679.0,274941.0,120707.0,15472.0,20184.0,166095.0,82480.0,41156.0,40415.0,60144.0,58554.0,19777.0,63265.0,105461.0,125489.0,83831.0,34747.0,91244.0,13093.0,29558.0,32368.0,18402.0,110818.0,21499.0,246088.0,132867.0,13559.0,171859.0,45760.0,47505.0,175195.0,12065.0,59486.0,17589.0,86330.0,324491.0,32786.0,8860.0,92655.0,82815.0,28015.0,81380.0,6373.0,825.0,25433.0,562.0
"Plan, evaluate, or modify treatment programs, based on information gathered by observing and interviewing patients or by analyzing patient records.",plan evaluate or modify treatment programs based on information gathered by observing and interviewing patients or by analyzing patient records,Develop medical treatment plans.,Develop patient or client care or treatment plans.,Thinking Creatively,Clinical Nurse Specialists,clinical nurse specialists,29-1141.04,Clinical Nurse Specialists,29-1141,29-1141.04,Registered Nurses,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0113071264295034,4.827800000000001,False,0.9584615384615384,3.7,95.24,0.2689906519658518,0.4,E2,E2,97550.0,77080.0,109480.0,99500.0,78940.0,140270.0,100260.0,102740.0,99520.0,102540.0,84190.0,93550.0,136320.0,92460.0,95990.0,83500.0,78630.0,79320.0,81040.0,80230.0,86990.0,99790.0,104550.0,94300.0,101510.0,77090.0,81780.0,85280.0,84730.0,103670.0,99700.0,106500.0,94340.0,109440.0,84350.0,80730.0,82510.0,82920.0,129010.0,96430.0,100640.0,82360.0,78060.0,81500.0,95970.0,84600.0,97460.0,93600.0,124200.0,80130.0,95530.0,83760.0,97550.0,39880.0,84120.0,808230.0,64975.0,8980.0,87466.0,35154.0,405273.0,65154.0,47960.0,17087.0,13679.0,274941.0,120707.0,15472.0,20184.0,166095.0,82480.0,41156.0,40415.0,60144.0,58554.0,19777.0,63265.0,105461.0,125489.0,83831.0,34747.0,91244.0,13093.0,29558.0,32368.0,18402.0,110818.0,21499.0,246088.0,132867.0,13559.0,171859.0,45760.0,47505.0,175195.0,12065.0,59486.0,17589.0,86330.0,324491.0,32786.0,8860.0,92655.0,82815.0,28015.0,81380.0,6373.0,825.0,25433.0,562.0
Plan layouts of structural architectural projects.,plan layouts of structural architectural projects,Design structures or facilities.,Design structures or facilities.,Thinking Creatively,"Architects, Except Landscape and Naval",architects except landscape and naval,17-1011.00,"Architects, Except Landscape and Naval",17-1011,17-1011.00,"Architects, Except Naval","Architects, Surveyors, and Cartographers",Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.55,False,1.1015384615384616,4.25,95.24,0.4177894501446197,0.5,E2,E2,99280.0,95990.0,108730.0,102000.0,78190.0,108540.0,102400.0,103540.0,97030.0,102040.0,96240.0,100420.0,102340.0,93710.0,81780.0,96060.0,96810.0,85490.0,97680.0,79580.0,78600.0,114550.0,117330.0,88430.0,99940.0,80870.0,98490.0,97290.0,91530.0,101570.0,101100.0,99800.0,77720.0,99280.0,95700.0,97110.0,94960.0,100350.0,98800.0,97030.0,105160.0,101550.0,102500.0,94030.0,94490.0,95590.0,82400.0,97680.0,100190.0,96470.0,98510.0,120580.0,69990.0,60120.0,99280.0,106770.0,990.0,210.0,1550.0,720.0,13270.0,3290.0,1200.0,120.0,1700.0,5580.0,2440.0,600.0,850.0,5130.0,1430.0,650.0,840.0,630.0,1200.0,500.0,1800.0,4590.0,2630.0,2340.0,330.0,2150.0,550.0,620.0,530.0,250.0,2390.0,600.0,10360.0,2980.0,290.0,3480.0,910.0,2050.0,3760.0,550.0,1030.0,180.0,2570.0,7820.0,1520.0,320.0,2130.0,3720.0,80.0,1230.0,130.0,40.0,790.0,22.0
Plan menus according to employers' needs and diet restrictions.,plan menus according to employers needs and diet restrictions,Plan menu options.,Develop recipes or menus.,Thinking Creatively,"Cooks, Private Household",cooks private household,35-2013.00,"Cooks, Private Household",35-2013,35-2013.00,Cooks,Cooks and Food Preparation Workers,Food Preparation and Serving Related Occupations,2026-05-31,0.0113071264295034,4.75220253164557,False,0.6917507692307692,4.69,100.0,0.1156810887096773,0.2,E1,E1,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,37440.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,47940.0,1100.0,15.0,2.0,23.0,9.0,110.0,20.0,12.0,3.0,5.0,70.0,34.0,4.0,6.0,43.0,22.0,11.0,10.0,14.0,14.0,5.0,19.0,26.0,31.0,21.0,8.0,21.0,4.0,7.0,11.0,5.0,30.0,6.0,140.0,35.0,3.0,39.0,12.0,14.0,43.0,4.0,16.0,3.0,23.0,99.0,12.0,2.0,29.0,25.0,5.0,21.0,2.0,0.0,7.0,0.0
"Plan menus that are varied, nutritionally balanced, and appetizing, taking advantage of foods in season and local availability.",plan menus that are varied nutritionally balanced and appetizing taking advantage of foods in season and local availability,Plan menu options.,Develop recipes or menus.,Thinking Creatively,"Cooks, Institution and Cafeteria",cooks institution and cafeteria,35-2012.00,"Cooks, Institution and Cafeteria",35-2012,35-2012.00,Cooks,Cooks and Food Preparation Workers,Food Preparation and Serving Related Occupations,2026-05-31,0.0113071264295034,4.530721732968924,False,1.0252873076923077,4.33,57.85,0.4613343311380119,0.7,E1,E2,37450.0,27120.0,48580.0,39660.0,30240.0,46390.0,42500.0,46120.0,44080.0,45450.0,36250.0,35090.0,47770.0,35600.0,37440.0,35980.0,35810.0,31950.0,31550.0,25490.0,43490.0,41380.0,47790.0,36870.0,43460.0,27390.0,34900.0,37150.0,36390.0,39430.0,45370.0,44520.0,36470.0,45880.0,36140.0,39490.0,36720.0,29270.0,44520.0,36540.0,46570.0,34960.0,36730.0,35570.0,35360.0,38200.0,46370.0,37890.0,49670.0,29740.0,38650.0,36940.0,35540.0,26260.0,30440.0,441050.0,8780.0,1430.0,7170.0,6530.0,31660.0,9440.0,4500.0,2680.0,1500.0,25100.0,8220.0,1570.0,3650.0,22840.0,11130.0,8860.0,7570.0,11540.0,5740.0,1790.0,3370.0,7430.0,13500.0,7890.0,6420.0,13130.0,2290.0,4410.0,1650.0,1720.0,7490.0,3160.0,17670.0,11170.0,1820.0,23440.0,10790.0,7150.0,24490.0,1190.0,7850.0,2120.0,10680.0,24740.0,5610.0,1330.0,11170.0,9780.0,4420.0,9890.0,1570.0,100.0,7000.0,110.0
"Plan or conduct activities for a balanced program of instruction, demonstration, and work time that provides students with opportunities to observe, question, and investigate.",plan or conduct activities for a balanced program of instruction demonstration and work time that provides students with opportunities to observe question and investigate,Plan educational activities.,"Develop educational programs, plans, or procedures.",Thinking Creatively,"Special Education Teachers, Kindergarten and Elementary School",special education teachers kindergarten and elementary school,25-2052.00,"Special Education Teachers, Elementary School",25-2056,25-2056.00,Special Education Teachers,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",Educational Instruction and Library Occupations,2026-05-31,0.0030529241359659,4.480233311730395,False,2.111282692307692,4.33,95.76,0.48169591445778,0.3,E2,E2,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,97238.33333333331,1313.0,202.0,2012.0,810.0,11314.0,1785.0,1054.0,301.0,436.0,6168.0,3037.0,390.0,533.0,3788.0,1989.0,969.0,893.0,1243.0,1202.0,398.0,1716.0,2260.0,2736.0,1832.0,722.0,1824.0,318.0,636.0,964.0,424.0,2662.0,541.0,6018.0,3070.0,267.0,3448.0,1061.0,1222.0,3767.0,311.0,1432.0,284.0,2037.0,8741.0,1078.0,189.0,2553.0,2206.0,436.0,1827.0,174.0,41.0,583.0,20.0
"Plan or conduct market or public opinion research to test products or determine potential for product success, communicating results to client or management.",plan or conduct market or public opinion research to test products or determine potential for product success communicating results to client or management,Conduct market research.,Collect data about consumer needs or opinions.,Getting Information,Public Relations Specialists,public relations specialists,27-3031.00,Public Relations Specialists,27-3031,27-3031.00,Public Relations Specialists,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.756127007123023,False,0.0429726923076923,3.76,77.27,0.0113844655021651,0.7,E2,E2,74750.0,61710.0,70050.0,66710.0,65000.0,85030.0,80680.0,84990.0,76120.0,102740.0,63660.0,73200.0,63880.0,61110.0,76380.0,64900.0,62970.0,64860.0,60150.0,60470.0,62450.0,79560.0,79660.0,65300.0,68620.0,59810.0,61130.0,63780.0,61780.0,73840.0,73280.0,80130.0,68700.0,81250.0,67230.0,70280.0,64840.0,64920.0,74900.0,57460.0,77540.0,62730.0,64520.0,60900.0,65160.0,62670.0,66060.0,80380.0,87470.0,56730.0,67240.0,67490.0,48460.0,44950.0,59990.0,283380.0,2410.0,640.0,5350.0,980.0,32710.0,7410.0,1910.0,930.0,16720.0,17820.0,6860.0,1800.0,1220.0,6200.0,3750.0,2890.0,2340.0,2580.0,1710.0,1400.0,4190.0,6760.0,7510.0,8260.0,950.0,4820.0,1760.0,1590.0,1600.0,1140.0,4980.0,1130.0,28250.0,9910.0,640.0,6670.0,2280.0,4510.0,11180.0,1140.0,2950.0,210.0,3380.0,25220.0,1800.0,1260.0,9990.0,6430.0,350.0,4410.0,480.0,121.0,520.0,60.0
Plan or implement improvements to internal or external systems or processes.,plan or implement improvements to internal or external systems or processes,Implement organizational process or policy changes.,Implement procedures or processes.,Making Decisions and Solving Problems,"Transportation, Storage, and Distribution Managers",transportation storage and distribution managers,11-3071.00,"Transportation, Storage, and Distribution Managers",11-3071,11-3071.00,"Transportation, Storage, and Distribution Managers",Operations Specialties Managers,Management Occupations,2026-05-31,0.0339213792885103,4.697569480053328,False,0.7866851923076924,3.914615384615385,92.16576923076924,0.2333333333333333,0.761740879287175,E2,E2,107230.0,118320.0,103080.0,98750.0,89200.0,123780.0,132610.0,114210.0,145000.0,132180.0,101570.0,123330.0,101480.0,93920.0,120250.0,108720.0,99010.0,106130.0,100340.0,93650.0,102110.0,105180.0,123830.0,99100.0,118180.0,85770.0,102870.0,108180.0,97380.0,99860.0,129470.0,130610.0,101420.0,127180.0,106100.0,100720.0,101550.0,96830.0,103520.0,105240.0,117600.0,106860.0,107410.0,100740.0,100700.0,102180.0,101850.0,119140.0,136500.0,98230.0,95900.0,112310.0,83360.0,83560.0,56390.0,67132.0,759.0,140.0,2058.0,874.0,18539.0,1402.0,1463.0,188.0,370.0,4258.0,4067.0,504.0,631.0,6696.0,2543.0,1123.0,698.0,1420.0,1724.0,225.0,2155.0,2616.0,4966.0,2446.0,1463.0,2216.0,182.0,862.0,1366.0,322.0,5536.0,401.0,4091.0,4037.0,237.0,5755.0,1008.0,1736.0,5184.0,273.0,2100.0,225.0,2981.0,17428.0,1827.0,237.0,2052.0,1512.0,322.0,3284.0,79.0,91.0,498.0,24.0
Plan or implement improvements to internal or external systems or processes.,plan or implement improvements to internal or external systems or processes,"Develop operating strategies, plans, or procedures.","Develop organizational policies, systems, or processes.",Developing Objectives and Strategies,"Transportation, Storage, and Distribution Managers",transportation storage and distribution managers,11-3071.00,"Transportation, Storage, and Distribution Managers",11-3071,11-3071.00,"Transportation, Storage, and Distribution Managers",Operations Specialties Managers,Management Occupations,2026-05-31,0.0339213792885103,4.697569480053328,False,0.7866851923076924,3.914615384615385,92.16576923076924,0.2333333333333333,0.761740879287175,E2,E2,107230.0,118320.0,103080.0,98750.0,89200.0,123780.0,132610.0,114210.0,145000.0,132180.0,101570.0,123330.0,101480.0,93920.0,120250.0,108720.0,99010.0,106130.0,100340.0,93650.0,102110.0,105180.0,123830.0,99100.0,118180.0,85770.0,102870.0,108180.0,97380.0,99860.0,129470.0,130610.0,101420.0,127180.0,106100.0,100720.0,101550.0,96830.0,103520.0,105240.0,117600.0,106860.0,107410.0,100740.0,100700.0,102180.0,101850.0,119140.0,136500.0,98230.0,95900.0,112310.0,83360.0,83560.0,56390.0,67132.0,759.0,140.0,2058.0,874.0,18539.0,1402.0,1463.0,188.0,370.0,4258.0,4067.0,504.0,631.0,6696.0,2543.0,1123.0,698.0,1420.0,1724.0,225.0,2155.0,2616.0,4966.0,2446.0,1463.0,2216.0,182.0,862.0,1366.0,322.0,5536.0,401.0,4091.0,4037.0,237.0,5755.0,1008.0,1736.0,5184.0,273.0,2100.0,225.0,2981.0,17428.0,1827.0,237.0,2052.0,1512.0,322.0,3284.0,79.0,91.0,498.0,24.0
"Plan, prepare, and develop various teaching aids, such as bibliographies, charts, and graphs.",plan prepare and develop various teaching aids such as bibliographies charts and graphs,Develop instructional materials.,Prepare informational or instructional materials.,Documenting/Recording Information,Teacher Assistants,teacher assistants,25-9041.00,"Teaching Assistants, Preschool, Elementary, Middle, and Secondary School, Except Special Education",25-9042,25-9042.00,Teaching Assistants,Other Educational Instruction and Library Occupations,Educational Instruction and Library Occupations,2026-05-31,0.0030529241359659,4.5304,True,0.6178365384615384,3.86,63.05,0.1710304581629883,0.4,E1,E1,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,396110.0,5349.0,824.0,8197.0,3299.0,46090.0,7272.0,4292.0,1227.0,1776.0,25128.0,12372.0,1588.0,2170.0,15431.0,8101.0,3946.0,3638.0,5062.0,4896.0,1621.0,6992.0,9205.0,11144.0,7464.999999999999,2943.0,7429.999999999999,1295.0,2592.0,3926.0,1729.0,10845.0,2204.0,24516.0,12505.0,1087.0,14045.0,4321.0,4978.0,15347.0,1269.0,5833.0,1157.0,8297.0,35607.0,4392.0,769.0,10399.0,8986.0,1775.0,7443.999999999999,710.0,169.0,2375.0,81.0
Plan programs of events or schedules of activities.,plan programs of events or schedules of activities,"Plan conferences, programs, or special events.",Plan events or programs.,"Organizing, Planning, and Prioritizing Work","Managers, All Other",managers all other,11-9199.00,"Entertainment and Recreation Managers, Except Gambling",11-9072,11-9072.00,Entertainment and Recreation Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0113071264295034,4.662639593908629,False,1.176956923076923,4.36,88.82,0.7061383320498671,0.7999999999999999,E1,E2,95304.6153846154,90272.30769230767,90693.84615384616,92126.92307692308,68699.23076923077,108183.84615384616,106034.6153846154,96861.53846153848,113917.57396449705,107678.46153846152,93593.07692307692,96395.3846153846,78972.30769230769,95442.30769230767,95420.76923076923,85093.84615384616,87856.92307692308,90773.07692307692,81216.92307692308,77939.23076923077,95968.46153846152,97018.46153846152,106577.69230769233,90176.15384615384,100875.3846153846,75423.84615384616,91263.07692307692,90171.4201183432,74956.15384615384,94533.84615384616,87566.92307692308,112706.15384615384,103380.65088757395,114070.76923076923,93795.3846153846,95896.8047337278,84283.84615384616,83833.84615384616,97086.15384615384,90562.30769230767,99778.46153846152,90138.46153846152,80326.92307692308,81163.84615384616,92304.6153846154,91390.76923076923,84344.61538461539,106673.84615384616,115738.46153846152,78096.92307692308,91290.76923076923,92452.30769230767,75965.26627218934,58864.61538461538,81413.72781065089,750150.0000000001,2266.923076923077,1386.923076923077,16138.46153846154,3885.384615384616,81340.0,22713.07692307692,5862.307692307692,1940.1538461538464,3588.4615384615386,53677.69230769231,20263.07692307692,1095.3846153846157,4014.6153846153848,19820.000000000004,8391.538461538461,4843.076923076923,4205.384615384615,7188.461538461538,5600.769230769231,1835.384615384616,21425.384615384617,15520.0,18050.0,13197.692307692309,3018.4615384615386,14970.76923076923,2789.846153846154,2303.846153846154,5865.384615384616,2710.7692307692305,20287.69230769231,3022.3076923076924,47500.0,25430.76923076923,2031.692307692308,24112.30769230769,7798.461538461539,13703.076923076922,25402.30769230769,2698.4615384615386,11932.307692307691,956.1538461538462,14552.307692307691,97089.23076923077,11502.307692307691,906.9230769230768,30460.0,25283.07692307692,1775.3846153846152,15013.076923076924,838.4615384615385,375.0769230769231,1650.0,109.6923076923077
"Plan project arrangements or outlines, and organize material accordingly.",plan project arrangements or outlines and organize material accordingly,Write material for artistic or entertainment purposes.,Write material for artistic or commercial purposes.,Documenting/Recording Information,Writers and Authors,writers and authors,27-3043.00,Writers and Authors,27-3043,27-3043.00,Writers and Editors,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0226142528590069,4.841036058913154,False,0.7140384615384616,4.0,90.91,0.1381146340747462,0.4,E1,E1,76910.0,66950.0,76910.0,55990.0,47970.0,86480.0,76830.0,98460.0,76910.0,129300.0,68080.0,74710.0,76910.0,56360.0,68220.0,75820.0,61010.0,65840.0,48780.0,89520.0,76910.0,104330.0,85260.0,76910.0,72810.0,54180.0,58140.0,76910.0,65470.0,63910.0,71830.0,81590.0,76910.0,76910.0,63660.0,50860.0,65930.0,58770.0,80540.0,77410.0,70190.0,51920.0,56700.0,58870.0,69990.0,64530.0,94430.0,85000.0,85700.0,64410.0,64370.0,49650.0,76910.0,43440.0,76910.0,2791.0,21.0,6.0,70.0,31.0,977.0,151.0,480.0,9.0,122.0,351.0,95.0,59.99999999999999,10.0,307.0,52.0,34.0,240.0,41.0,480.0,23.0,63.0,157.0,78.0,84.0,15.0,70.0,10.0,240.0,22.0,21.0,137.0,10.0,871.0,211.0,9.0,97.0,26.0,111.0,126.0,13.0,61.0,59.99999999999999,147.0,270.0,48.0,13.0,178.0,90.0,13.0,83.0,5.0,1.0,10.0,1.0
"Plan project arrangements or outlines, and organize material accordingly.",plan project arrangements or outlines and organize material accordingly,Coordinate artistic activities.,Coordinate artistic or entertainment activities.,"Guiding, Directing, and Motivating Subordinates",Writers and Authors,writers and authors,27-3043.00,Writers and Authors,27-3043,27-3043.00,Writers and Editors,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0226142528590069,4.841036058913154,False,0.7140384615384616,4.0,90.91,0.1381146340747462,0.4,E1,E1,76910.0,66950.0,76910.0,55990.0,47970.0,86480.0,76830.0,98460.0,76910.0,129300.0,68080.0,74710.0,76910.0,56360.0,68220.0,75820.0,61010.0,65840.0,48780.0,89520.0,76910.0,104330.0,85260.0,76910.0,72810.0,54180.0,58140.0,76910.0,65470.0,63910.0,71830.0,81590.0,76910.0,76910.0,63660.0,50860.0,65930.0,58770.0,80540.0,77410.0,70190.0,51920.0,56700.0,58870.0,69990.0,64530.0,94430.0,85000.0,85700.0,64410.0,64370.0,49650.0,76910.0,43440.0,76910.0,2791.0,21.0,6.0,70.0,31.0,977.0,151.0,480.0,9.0,122.0,351.0,95.0,59.99999999999999,10.0,307.0,52.0,34.0,240.0,41.0,480.0,23.0,63.0,157.0,78.0,84.0,15.0,70.0,10.0,240.0,22.0,21.0,137.0,10.0,871.0,211.0,9.0,97.0,26.0,111.0,126.0,13.0,61.0,59.99999999999999,147.0,270.0,48.0,13.0,178.0,90.0,13.0,83.0,5.0,1.0,10.0,1.0
"Plan project arrangements or outlines, and organize material accordingly.",plan project arrangements or outlines and organize material accordingly,Write material for artistic or entertainment purposes.,Write material for artistic or commercial purposes.,Documenting/Recording Information,"Poets, Lyricists and Creative Writers",poets lyricists and creative writers,27-3043.05,"Poets, Lyricists and Creative Writers",27-3043,27-3043.05,Writers and Editors,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0226142528590069,4.841036058913154,False,0.7140384615384616,4.0,90.91,0.2352302633610029,0.4,E1,E1,76910.0,66950.0,76910.0,55990.0,47970.0,86480.0,76830.0,98460.0,76910.0,129300.0,68080.0,74710.0,76910.0,56360.0,68220.0,75820.0,61010.0,65840.0,48780.0,89520.0,76910.0,104330.0,85260.0,76910.0,72810.0,54180.0,58140.0,76910.0,65470.0,63910.0,71830.0,81590.0,76910.0,76910.0,63660.0,50860.0,65930.0,58770.0,80540.0,77410.0,70190.0,51920.0,56700.0,58870.0,69990.0,64530.0,94430.0,85000.0,85700.0,64410.0,64370.0,49650.0,76910.0,43440.0,76910.0,45149.0,339.0,94.0,1130.0,509.0,15803.0,2449.0,480.0,139.0,1978.0,5669.0,1545.0,60.0,170.0,4973.0,848.0,546.0,240.0,659.0,480.0,377.0,1017.0,2543.0,1270.0,1356.0,245.0,1130.0,170.0,240.0,358.0,339.0,2223.0,170.0,14089.0,3409.0,151.0,1563.0,414.0,1789.0,2034.0,207.0,979.0,60.0,2373.0,4370.0,772.0,207.0,2882.0,1450.0,207.0,1337.0,81.0,19.0,170.0,9.0
"Plan project arrangements or outlines, and organize material accordingly.",plan project arrangements or outlines and organize material accordingly,Coordinate artistic activities.,Coordinate artistic or entertainment activities.,"Guiding, Directing, and Motivating Subordinates","Poets, Lyricists and Creative Writers",poets lyricists and creative writers,27-3043.05,"Poets, Lyricists and Creative Writers",27-3043,27-3043.05,Writers and Editors,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0226142528590069,4.841036058913154,False,0.7140384615384616,4.0,90.91,0.2352302633610029,0.4,E1,E1,76910.0,66950.0,76910.0,55990.0,47970.0,86480.0,76830.0,98460.0,76910.0,129300.0,68080.0,74710.0,76910.0,56360.0,68220.0,75820.0,61010.0,65840.0,48780.0,89520.0,76910.0,104330.0,85260.0,76910.0,72810.0,54180.0,58140.0,76910.0,65470.0,63910.0,71830.0,81590.0,76910.0,76910.0,63660.0,50860.0,65930.0,58770.0,80540.0,77410.0,70190.0,51920.0,56700.0,58870.0,69990.0,64530.0,94430.0,85000.0,85700.0,64410.0,64370.0,49650.0,76910.0,43440.0,76910.0,45149.0,339.0,94.0,1130.0,509.0,15803.0,2449.0,480.0,139.0,1978.0,5669.0,1545.0,60.0,170.0,4973.0,848.0,546.0,240.0,659.0,480.0,377.0,1017.0,2543.0,1270.0,1356.0,245.0,1130.0,170.0,240.0,358.0,339.0,2223.0,170.0,14089.0,3409.0,151.0,1563.0,414.0,1789.0,2034.0,207.0,979.0,60.0,2373.0,4370.0,772.0,207.0,2882.0,1450.0,207.0,1337.0,81.0,19.0,170.0,9.0
Plan test schedules or strategies in accordance with project scope or delivery dates.,plan test schedules or strategies in accordance with project scope or delivery dates,Develop testing routines or procedures.,Develop operational or technical procedures or standards.,Developing Objectives and Strategies,"Software Developers, Applications",software developers applications,15-1132.00,Software Quality Assurance Analysts and Testers,15-1253,15-1253.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.7125,False,0.8494938461538462,4.0,100.0,0.300559308432404,0.5,E2,E1,114549.41176470587,108307.0588235294,114549.41176470587,110045.29411764706,111294.89619377164,143515.58823529413,128445.88235294116,109510.0,114782.35294117648,114191.17647058824,110165.0,112089.11764705884,109759.70588235294,120062.54325259516,113710.0,93134.70588235294,97098.82352941176,100614.41176470587,88776.76470588235,78453.82352941176,98043.23529411764,120022.9411764706,136121.76470588235,107406.76470588236,110872.0588235294,84885.29411764706,98662.0588235294,109772.9411764706,102180.29411764706,119163.13148788927,117653.5294117647,124798.5294117647,119148.82352941176,135779.41176470587,111493.5294117647,90934.11764705884,103205.58823529413,90770.58823529413,119530.58823529413,103874.70588235294,111107.64705882352,107836.76470588236,77240.29411764706,101195.58823529413,111652.9411764706,97212.0588235294,92335.88235294116,126400.88235294116,140793.5294117647,81291.17647058824,100160.58823529413,114750.1903114187,114549.41176470587,67413.23529411765,114549.41176470587,672406.1764705882,6836.176470588235,1117.8529411764705,14941.764705882351,5745.588235294118,110753.52941176471,17472.05882352941,5204.117647058823,1445.2941176470588,2494.1176470588234,35416.17647058824,20889.117647058825,2341.4117647058824,2239.1176470588234,22635.29411764706,5660.588235294117,3601.176470588235,5164.705882352941,3080.2941176470586,1624.4117647058824,1166.470588235294,14120.294117647058,20082.647058823528,16414.70588235294,13390.588235294115,845.0000000000001,8459.117647058823,800.2941176470589,3187.6470588235293,2321.470588235294,4027.941176470588,21115.29411764706,1585.5882352941176,43799.70588235294,24930.58823529412,604.4117647058824,17467.35294117647,3321.7647058823527,8307.35294117647,21156.17647058824,1910.8823529411768,5457.352941176471,918.8235294117646,7191.764705882353,66272.05882352941,12092.35294117647,677.9411764705883,35434.117647058825,40018.82352941176,1121.1764705882351,9600.882352941177,1304.3529411764705,286.0,836.1764705882354,138.0
Plan test schedules or strategies in accordance with project scope or delivery dates.,plan test schedules or strategies in accordance with project scope or delivery dates,Develop detailed project plans.,Plan work activities.,"Organizing, Planning, and Prioritizing Work","Software Developers, Applications",software developers applications,15-1132.00,Software Quality Assurance Analysts and Testers,15-1253,15-1253.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.7125,False,0.8494938461538462,4.0,100.0,0.300559308432404,0.5,E2,E1,114549.41176470587,108307.0588235294,114549.41176470587,110045.29411764706,111294.89619377164,143515.58823529413,128445.88235294116,109510.0,114782.35294117648,114191.17647058824,110165.0,112089.11764705884,109759.70588235294,120062.54325259516,113710.0,93134.70588235294,97098.82352941176,100614.41176470587,88776.76470588235,78453.82352941176,98043.23529411764,120022.9411764706,136121.76470588235,107406.76470588236,110872.0588235294,84885.29411764706,98662.0588235294,109772.9411764706,102180.29411764706,119163.13148788927,117653.5294117647,124798.5294117647,119148.82352941176,135779.41176470587,111493.5294117647,90934.11764705884,103205.58823529413,90770.58823529413,119530.58823529413,103874.70588235294,111107.64705882352,107836.76470588236,77240.29411764706,101195.58823529413,111652.9411764706,97212.0588235294,92335.88235294116,126400.88235294116,140793.5294117647,81291.17647058824,100160.58823529413,114750.1903114187,114549.41176470587,67413.23529411765,114549.41176470587,672406.1764705882,6836.176470588235,1117.8529411764705,14941.764705882351,5745.588235294118,110753.52941176471,17472.05882352941,5204.117647058823,1445.2941176470588,2494.1176470588234,35416.17647058824,20889.117647058825,2341.4117647058824,2239.1176470588234,22635.29411764706,5660.588235294117,3601.176470588235,5164.705882352941,3080.2941176470586,1624.4117647058824,1166.470588235294,14120.294117647058,20082.647058823528,16414.70588235294,13390.588235294115,845.0000000000001,8459.117647058823,800.2941176470589,3187.6470588235293,2321.470588235294,4027.941176470588,21115.29411764706,1585.5882352941176,43799.70588235294,24930.58823529412,604.4117647058824,17467.35294117647,3321.7647058823527,8307.35294117647,21156.17647058824,1910.8823529411768,5457.352941176471,918.8235294117646,7191.764705882353,66272.05882352941,12092.35294117647,677.9411764705883,35434.117647058825,40018.82352941176,1121.1764705882351,9600.882352941177,1304.3529411764705,286.0,836.1764705882354,138.0
"Plan the contents of publications according to the publication's style, editorial policy, and publishing requirements.",plan the contents of publications according to the publications style editorial policy and publishing requirements,Design layouts for print publications.,Create visual designs or displays.,Thinking Creatively,Editors,editors,27-3041.00,Editors,27-3041,27-3041.00,Writers and Editors,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.666766676667667,False,1.799323076923077,4.08,81.89,0.3881798157038938,0.3,E0,E2,77920.0,63330.0,63630.0,63090.0,50180.0,98030.0,77870.0,85950.0,75020.0,83920.0,73950.0,76650.0,55070.0,77920.0,76060.0,56440.0,57200.0,61920.0,59430.0,58860.0,50180.0,75550.0,83170.0,63090.0,62650.0,54380.0,61620.0,61750.0,46320.0,72510.0,66510.0,81680.0,64250.0,101480.0,73740.0,60520.0,72160.0,50780.0,71540.0,63460.0,77960.0,62000.0,56730.0,59550.0,45950.0,65040.0,66860.0,80590.0,77850.0,56630.0,64270.0,46710.0,77920.0,39640.0,77920.0,91690.0,530.0,60.0,820.0,260.0,14830.0,1830.0,1050.0,170.0,3310.0,3790.0,1920.0,100.0,230.0,4560.0,830.0,900.0,500.0,490.0,330.0,300.0,1850.0,3100.0,1690.0,1970.0,290.0,880.0,200.0,360.0,909.0,250.0,2120.0,230.0,16800.0,1870.0,200.0,1800.0,500.0,1110.0,3240.0,340.0,500.0,140.0,1390.0,6460.0,590.0,240.0,2720.0,1860.0,260.0,1510.0,110.0,39.0,300.0,19.0
"Plan work assignments and equipment allocations to meet transportation, operations or production goals.",plan work assignments and equipment allocations to meet transportation operations or production goals,Plan work operations.,Plan work activities.,"Organizing, Planning, and Prioritizing Work",First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators,firstline supervisors of transportation and materialmoving machine and vehicle operators,53-1031.00,First-Line Supervisors of Material-Moving Machine and Vehicle Operators,53-1043,53-1043.00,First-Line Supervisors of Transportation and Material Moving Workers,Supervisors of Transportation and Material Moving Workers,Transportation and Material Moving Occupations,2026-05-31,0.0226142528590069,4.815362644088545,False,1.7497707692307691,4.07,94.47,0.758692126399761,0.6,E2,E2,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,126680.0,1711.0,263.0,2622.0,1055.0,14740.0,2326.0,1373.0,392.0,568.0,8036.0,3957.0,508.0,694.0,4935.0,2591.0,1262.0,1163.0,1619.0,1566.0,518.0,2236.0,2944.0,3564.0,2387.0,941.0,2376.0,414.0,829.0,1256.0,553.0,3468.0,705.0,7840.0,3999.0,348.0,4492.0,1382.0,1592.0,4908.0,406.0,1865.0,370.0,2653.0,11388.0,1405.0,246.0,3326.0,2874.0,568.0,2381.0,227.0,54.0,760.0,26.0
"Plan work procedures, using charts, technical manuals, and experience.",plan work procedures using charts technical manuals and experience,Plan work procedures.,Plan work activities.,"Organizing, Planning, and Prioritizing Work",Automotive Service Technicians and Mechanics,automotive service technicians and mechanics,49-3023.00,Automotive Service Technicians and Mechanics,49-3023,49-3023.00,Automotive Technicians and Repairers,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers","Installation, Maintenance, and Repair Occupations",2026-05-31,0.0339213792885103,4.883043387130581,False,2.024883076923077,4.12,91.53,0.1460201245493281,0.1,E0,E1,50620.0,45640.0,60840.0,49570.0,44160.0,64980.0,61280.0,60220.0,58410.0,68660.0,48260.0,49060.0,52160.0,48420.0,49170.0,49360.0,50510.0,47790.0,44890.0,46400.0,52040.0,57520.0,60760.0,54120.0,58390.0,37820.0,49160.0,58740.0,50560.0,48290.0,59020.0,56610.0,47300.0,54120.0,48200.0,57360.0,48710.0,46560.0,58520.0,49800.0,51770.0,48100.0,51160.0,50290.0,48310.0,46570.0,51630.0,59330.0,57270.0,37660.0,54350.0,51330.0,39220.0,22680.0,39170.0,704640.0,9040.0,1420.0,16400.0,7310.0,65420.0,12300.0,6960.0,1910.0,310.0,49930.0,22070.0,2710.0,5030.0,29510.0,16480.0,7610.0,6240.0,11140.0,8620.0,3390.0,14230.0,12710.0,22280.0,11980.0,7410.0,17210.0,2900.0,4560.0,7420.0,4840.0,17640.0,5080.0,32020.0,26510.0,2140.0,22640.0,8870.0,6990.0,29400.0,2530.0,13420.0,2010.0,16210.0,69750.0,9350.0,1610.0,17880.0,12930.0,4490.0,12270.0,1560.0,220.0,3800.0,120.0
"Portray and interpret roles, using speech, gestures, and body movements, to entertain, inform, or instruct radio, film, television, or live audiences.",portray and interpret roles using speech gestures and body movements to entertain inform or instruct radio film television or live audiences,Entertain public with comedic or dramatic performances.,Present arts or entertainment performances.,Performing for or Working Directly with the Public,Actors,actors,27-2011.00,Actors,27-2011,27-2011.00,"Actors, Producers, and Directors","Entertainers and Performers, Sports and Related Workers","Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0791498850065242,4.217756907284045,False,1.9280092307692307,4.73,98.07,0.9762658092433062,0.6,E0,E0,81670.0,51396.80000000001,81670.0,44012.80000000001,40539.2,81670.0,81670.0,58052.80000000001,81670.0,81670.0,39748.8,41080.0,81670.0,81670.0,31200.0,81670.0,81670.0,81670.0,39208.0,81670.0,81670.0,76918.4,81670.0,81670.0,39416.0,49316.80000000001,39936.0,81670.0,81670.0,26540.8,81670.0,50523.19999999999,81670.0,59155.2,39166.4,81670.0,28100.8,81670.0,62004.8,46072.0,81670.0,81670.0,81670.0,45385.6,53788.8,81670.0,81670.0,81670.0,81670.0,81670.0,81670.0,81670.0,81670.0,81670.0,81670.0,55000.0,150.0,114.0,380.0,70.0,26170.0,200.0,180.0,170.0,247.0,6400.0,1520.0,220.0,301.0,1060.0,510.0,548.0,505.0,90.0,680.0,225.0,520.0,660.0,150.0,520.0,80.0,450.0,70.0,360.0,790.0,240.0,470.0,306.0,6630.0,730.0,151.0,170.0,600.0,470.0,890.0,176.0,140.0,161.0,370.0,2160.0,630.0,107.0,1444.0,1248.0,247.0,260.0,99.0,23.0,330.0,11.0
"Position text and art elements from a variety of databases in a visually appealing way to design print or web pages, using knowledge of type styles and size and layout patterns.",position text and art elements from a variety of databases in a visually appealing way to design print or web pages using knowledge of type styles and size and layout patterns,"Format digital documents, data, or images.",Process digital or online data.,Working with Computers,Desktop Publishers,desktop publishers,43-9031.00,Desktop Publishers,43-9031,43-9031.00,Desktop Publishers,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0452285057180138,4.721242484969941,False,4.309579230769231,4.47,84.05,2.068507541809943,0.6450158810880201,E2,E2,55290.0,55290.0,55290.0,52000.0,55290.0,71930.0,77750.0,55290.0,55290.0,55290.0,52720.0,39460.0,55290.0,55290.0,61350.0,49070.0,55290.0,55290.0,45760.0,47130.0,47100.0,69820.0,61170.0,45300.0,54930.0,55290.0,55290.0,55290.0,36280.0,55290.0,48300.0,63020.0,55290.0,56660.0,43700.0,55290.0,53380.0,46040.0,50650.0,55290.0,55290.0,62320.0,55290.0,44440.0,57760.0,55290.0,53550.0,55290.0,55290.0,55290.0,46010.0,55290.0,55290.0,55290.0,55290.0,3350.0,45.0,90.0,30.0,28.0,320.0,62.0,36.0,10.0,15.0,150.0,230.0,13.0,18.0,150.0,130.0,33.0,31.0,40.0,40.0,30.0,140.0,80.0,40.0,90.0,25.0,63.0,11.0,40.0,33.0,30.0,100.0,19.0,350.0,80.0,9.0,60.0,40.0,90.0,140.0,11.0,40.0,10.0,40.0,270.0,37.0,50.0,50.0,76.0,15.0,40.0,6.0,1.0,20.0,1.0
Post and update content on the company's Web site and social media outlets.,post and update content on the companys web site and social media outlets,Write advertising or promotional material.,Write material for artistic or commercial purposes.,Documenting/Recording Information,Public Relations Specialists,public relations specialists,27-3031.00,Public Relations Specialists,27-3031,27-3031.00,Public Relations Specialists,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0113071264295034,4.80169885731621,False,1.5485015384615384,4.41,100.0,0.118378380952381,0.1,E1,E1,74750.0,61710.0,70050.0,66710.0,65000.0,85030.0,80680.0,84990.0,76120.0,102740.0,63660.0,73200.0,63880.0,61110.0,76380.0,64900.0,62970.0,64860.0,60150.0,60470.0,62450.0,79560.0,79660.0,65300.0,68620.0,59810.0,61130.0,63780.0,61780.0,73840.0,73280.0,80130.0,68700.0,81250.0,67230.0,70280.0,64840.0,64920.0,74900.0,57460.0,77540.0,62730.0,64520.0,60900.0,65160.0,62670.0,66060.0,80380.0,87470.0,56730.0,67240.0,67490.0,48460.0,44950.0,59990.0,283380.0,2410.0,640.0,5350.0,980.0,32710.0,7410.0,1910.0,930.0,16720.0,17820.0,6860.0,1800.0,1220.0,6200.0,3750.0,2890.0,2340.0,2580.0,1710.0,1400.0,4190.0,6760.0,7510.0,8260.0,950.0,4820.0,1760.0,1590.0,1600.0,1140.0,4980.0,1130.0,28250.0,9910.0,640.0,6670.0,2280.0,4510.0,11180.0,1140.0,2950.0,210.0,3380.0,25220.0,1800.0,1260.0,9990.0,6430.0,350.0,4410.0,480.0,121.0,520.0,60.0
Post or attach information to claim file.,post or attach information to claim file,Compile data or documentation.,"Compile records, documentation, or other data.",Processing Information,Insurance Claims and Policy Processing Clerks,insurance claims and policy processing clerks,43-9041.00,Insurance Claims and Policy Processing Clerks,43-9041,43-9041.00,Insurance Claims and Policy Processing Clerks,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.92854183927092,True,5.006116923076924,4.62,90.56,0.3288991713424106,0.1,E2,E1,49230.0,38140.0,48740.0,50530.0,45220.0,56800.0,58660.0,59760.0,49990.0,49230.0,47130.0,46590.0,47420.0,47200.0,48440.0,49240.0,46430.0,47960.0,48330.0,46800.0,58890.0,47070.0,52910.0,47860.0,58030.0,43840.0,46010.0,50890.0,48490.0,48300.0,60650.0,59810.0,41700.0,57790.0,48130.0,48390.0,48380.0,48650.0,50890.0,49420.0,49230.0,44650.0,45610.0,45720.0,49880.0,47120.0,49260.0,46430.0,60220.0,44740.0,49170.0,46870.0,49230.0,30910.0,49230.0,214260.0,2110.0,40.0,8350.0,1500.0,23470.0,1380.0,2430.0,720.0,961.0,15920.0,6370.0,380.0,580.0,9060.0,5190.0,2820.0,800.0,3030.0,1740.0,1710.0,1200.0,4820.0,6410.0,3580.0,1540.0,4510.0,360.0,2520.0,2880.0,820.0,5000.0,920.0,8120.0,6570.0,550.0,11160.0,1530.0,2640.0,7020.0,710.0,4110.0,1020.0,5470.0,24470.0,1880.0,390.0,5950.0,3730.0,1330.0,5140.0,170.0,91.0,1920.0,44.0
Pray and promote spirituality.,pray and promote spirituality,"Provide counsel, comfort, or encouragement to individuals or families.",Counsel others about personal matters.,Providing Consultation and Advice to Others,Clergy,clergy,21-2011.00,Clergy,21-2011,21-2011.00,Clergy,Religious Workers,Community and Social Service Occupations,2026-05-31,0.0113071264295034,4.256561521791476,False,3.3053600000000003,4.77,100.0,0.271048,0.1,E0,E0,60810.0,50180.0,55780.0,61900.0,49070.0,77710.0,63700.0,63470.0,63260.0,64800.0,56940.0,60530.0,61050.0,59570.0,61820.0,59020.0,60630.0,52130.0,58920.0,54140.0,64340.0,61620.0,72190.0,56490.0,61230.0,52450.0,58740.0,59550.0,57520.0,73910.0,65200.0,65500.0,64100.0,58580.0,59600.0,60680.0,59160.0,59110.0,63140.0,58300.0,59660.0,56630.0,59860.0,57260.0,59480.0,60810.0,64950.0,55430.0,80830.0,48460.0,60950.0,61590.0,37460.0,28880.0,60810.0,57200.0,850.0,150.0,1070.0,350.0,7110.0,440.0,900.0,120.0,310.0,3560.0,1380.0,720.0,150.0,2200.0,1060.0,370.0,450.0,410.0,400.0,160.0,670.0,840.0,1880.0,1160.0,250.0,920.0,680.0,270.0,210.0,100.0,1460.0,270.0,7790.0,1430.0,120.0,2020.0,510.0,3850.0,2150.0,230.0,450.0,140.0,710.0,3180.0,634.0,50.0,1220.0,1060.0,290.0,770.0,40.0,30.0,290.0,12.0
"Prepare activity reports to inform management of the status and implementation plans of programs, services, and quality initiatives.",prepare activity reports to inform management of the status and implementation plans of programs services and quality initiatives,Prepare operational progress or status reports.,Prepare reports of operational or procedural activities.,Documenting/Recording Information,Medical and Health Services Managers,medical and health services managers,11-9111.00,Medical and Health Services Managers,11-9111,11-9111.00,Medical and Health Services Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0339213792885103,4.944269297264314,False,0.4693176923076924,3.78,96.43,0.2109892207172555,0.6,E2,E2,123860.0,97790.0,132240.0,128850.0,94340.0,141480.0,134910.0,130790.0,134820.0,155140.0,120360.0,131910.0,147630.0,117770.0,117850.0,104140.0,101940.0,111030.0,103450.0,104550.0,120320.0,131810.0,134360.0,107570.0,122700.0,98160.0,104370.0,105840.0,107700.0,119990.0,130410.0,145650.0,124300.0,164120.0,114410.0,105170.0,106140.0,101270.0,141690.0,103670.0,119260.0,105620.0,122050.0,107120.0,114150.0,114980.0,128690.0,129270.0,145290.0,112010.0,128320.0,108030.0,100420.0,82580.0,96950.0,597080.0,10360.0,1640.0,11840.0,6440.0,75090.0,8400.0,8020.0,1560.0,2010.0,42700.0,11130.0,2650.0,3920.0,22460.0,12340.0,6200.0,5120.0,8600.0,7470.0,2450.0,17030.0,17600.0,16060.0,11350.0,4280.0,10800.0,1870.0,3770.0,5360.0,2460.0,16900.0,3150.0,33200.0,14820.0,1220.0,24390.0,6030.0,5550.0,30480.0,3370.0,9350.0,1140.0,14160.0,58420.0,4860.0,860.0,10210.0,7490.0,2080.0,7230.0,1180.0,140.0,1180.0,80.0
Prepare adjusting journal entries.,prepare adjusting journal entries,Analyze financial information.,Analyze business or financial data.,Analyzing Data or Information,Accountants and Auditors,accountants and auditors,13-2011.00,Accountants and Auditors,13-2011,13-2011.00,Accountants and Auditors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.834154681685609,False,0.4536203846153846,4.23,87.3,0.0255213469552449,0.1,E2,E1,83680.0,74880.0,83460.0,79970.0,66330.0,97050.0,97030.0,97550.0,95020.0,111530.0,79250.0,81900.0,74500.0,74730.0,80230.0,77720.0,77440.0,79000.0,75270.0,73810.0,77480.0,89370.0,99460.0,78820.0,81600.0,68100.0,76590.0,75810.0,72080.0,81600.0,83470.0,100830.0,78580.0,102640.0,82050.0,75730.0,79320.0,79370.0,85800.0,79000.0,95820.0,76560.0,78880.0,76840.0,80920.0,79990.0,78890.0,93290.0,96550.0,73320.0,79400.0,77620.0,50410.0,43530.0,59060.0,1449500.0,24300.0,2190.0,27410.0,7870.0,175360.0,35410.0,16770.0,6570.0,9810.0,91000.0,44020.0,4670.0,5570.0,54930.0,25660.0,13210.0,13610.0,11930.0,14050.0,3860.0,26170.0,46230.0,41460.0,30530.0,7350.0,28000.0,4730.0,10340.0,6930.0,7000.0,42250.0,6300.0,109830.0,49270.0,4430.0,50440.0,16720.0,14920.0,54290.0,6570.0,15270.0,5820.0,27340.0,116470.0,15490.0,2630.0,47100.0,34740.0,4900.0,25100.0,2670.0,610.0,12370.0,340.0
Prepare adjusting journal entries.,prepare adjusting journal entries,Prepare financial documents.,"Prepare financial documents, reports, or budgets.",Documenting/Recording Information,Accountants and Auditors,accountants and auditors,13-2011.00,Accountants and Auditors,13-2011,13-2011.00,Accountants and Auditors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.834154681685609,False,0.4536203846153846,4.23,87.3,0.0255213469552449,0.1,E2,E1,83680.0,74880.0,83460.0,79970.0,66330.0,97050.0,97030.0,97550.0,95020.0,111530.0,79250.0,81900.0,74500.0,74730.0,80230.0,77720.0,77440.0,79000.0,75270.0,73810.0,77480.0,89370.0,99460.0,78820.0,81600.0,68100.0,76590.0,75810.0,72080.0,81600.0,83470.0,100830.0,78580.0,102640.0,82050.0,75730.0,79320.0,79370.0,85800.0,79000.0,95820.0,76560.0,78880.0,76840.0,80920.0,79990.0,78890.0,93290.0,96550.0,73320.0,79400.0,77620.0,50410.0,43530.0,59060.0,1449500.0,24300.0,2190.0,27410.0,7870.0,175360.0,35410.0,16770.0,6570.0,9810.0,91000.0,44020.0,4670.0,5570.0,54930.0,25660.0,13210.0,13610.0,11930.0,14050.0,3860.0,26170.0,46230.0,41460.0,30530.0,7350.0,28000.0,4730.0,10340.0,6930.0,7000.0,42250.0,6300.0,109830.0,49270.0,4430.0,50440.0,16720.0,14920.0,54290.0,6570.0,15270.0,5820.0,27340.0,116470.0,15490.0,2630.0,47100.0,34740.0,4900.0,25100.0,2670.0,610.0,12370.0,340.0
"Prepare administrative, technical, or statistical reports on traffic-operation matters, such as accidents, safety measures, or pedestrian volume or practices.",prepare administrative technical or statistical reports on trafficoperation matters such as accidents safety measures or pedestrian volume or practices,Prepare technical or operational reports.,Present research or technical information.,Documenting/Recording Information,Transportation Engineers,transportation engineers,17-2051.01,Transportation Engineers,17-2051,17-2051.01,Civil Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.9057,False,0.4117076923076923,4.1,95.45,0.1724269790052336,0.6,E1,E2,100840.0,99010.0,114730.0,89660.0,85020.0,122500.0,101420.0,103150.0,100220.0,103880.0,98570.0,84240.0,94280.0,98030.0,99760.0,98270.0,96430.0,96880.0,100930.0,105380.0,97820.0,100680.0,106730.0,92100.0,101480.0,100170.0,92750.0,93070.0,103150.0,104310.0,98710.0,104660.0,103900.0,103760.0,100730.0,98190.0,96220.0,98760.0,105250.0,97850.0,99300.0,101600.0,98700.0,95910.0,96860.0,96830.0,95600.0,97120.0,110000.0,86930.0,94600.0,90590.0,67410.0,61060.0,100840.0,230709.0,6736.0,2095.0,7451.0,2346.0,69218.0,16671.0,5482.0,1154.0,2070.0,29792.0,11791.0,3312.0,3299.0,17449.0,5055.0,3136.0,3613.0,3374.0,4742.0,1555.0,6573.0,11854.0,9734.0,5908.0,2220.0,7225.0,2346.0,2960.0,4466.0,2032.0,8655.0,1693.0,21952.0,16069.0,1731.0,13246.0,2735.0,6134.0,19907.0,1593.0,9007.0,1806.0,7263.0,43741.0,7112.0,966.0,14237.0,15793.0,1631.0,9295.0,1242.0,803.0,2195.0,48.0
Prepare all materials for transactions or execution of deals.,prepare all materials for transactions or execution of deals,Prepare contracts or other transaction documents.,"Prepare documentation for contracts, applications, or permits.",Documenting/Recording Information,Financial Analysts,financial analysts,13-2051.00,Financial and Investment Analysts,13-2051,13-2051.00,Financial Analysts and Advisors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.5468,False,0.781025660543381,4.072327713178295,76.89443740310077,0.1944670146887714,0.6480731279338926,E1,E2,110326.8,86329.2,93467.6,98355.2,73310.0,119510.0,112404.0,111834.8,121372.8,102374.0,97303.2,100018.0,92154.4,88370.8,102802.4,90854.8,99291.2,84823.6,78009.6,66715.2,115724.0,109085.2,121107.2,99850.4,104253.6,88170.4,99564.0,100089.6,89979.2,92051.6,121936.0,119327.2,87437.6,132558.0,117808.0,76329.2,96552.4,82500.0,114864.8,94121.6,102588.4,96712.0,88651.2,91929.2,101547.2,84298.0,104933.136,116420.4,115498.8,82196.4,96740.0,151969.2,110326.8,61627.2,90965.136,206952.4,1730.4,117.2,3735.2,745.2,24767.2,4405.200000000001,1419.84,1702.4,1870.8,13432.4,5828.0,334.8,466.8,11368.0,1964.0,1235.6,975.6,1440.8000000000002,966.4,781.24,3035.6,7848.0,4150.0,4194.8,465.2,2682.8,237.2,779.92,1174.8,434.4,6417.6,540.0,31413.6,7764.799999999999,190.8,5782.0,915.6,1577.2,7621.2,1093.1999999999998,2019.2,461.2,2637.6,16319.2,2492.4,319.43999999999994,5917.2,4701.6,218.0,2923.6,179.6,88.0,851.6,41.04
"Prepare, analyze, or verify annual reports, financial statements, and other records, using accepted accounting and statistical procedures to assess financial condition and facilitate financial planning.",prepare analyze or verify annual reports financial statements and other records using accepted accounting and statistical procedures to assess financial condition and facilitate financial planning,Verify accuracy of financial information.,Evaluate the quality or accuracy of data.,Processing Information,Accountants and Auditors,accountants and auditors,13-2011.00,Accountants and Auditors,13-2011,13-2011.00,Accountants and Auditors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.9214307244047015,False,0.3031488615384615,4.1476,82.08879999999999,0.2413793103448276,1.3214873924030954,E2,E2,83680.0,74880.0,83460.0,79970.0,66330.0,97050.0,97030.0,97550.0,95020.0,111530.0,79250.0,81900.0,74500.0,74730.0,80230.0,77720.0,77440.0,79000.0,75270.0,73810.0,77480.0,89370.0,99460.0,78820.0,81600.0,68100.0,76590.0,75810.0,72080.0,81600.0,83470.0,100830.0,78580.0,102640.0,82050.0,75730.0,79320.0,79370.0,85800.0,79000.0,95820.0,76560.0,78880.0,76840.0,80920.0,79990.0,78890.0,93290.0,96550.0,73320.0,79400.0,77620.0,50410.0,43530.0,59060.0,1449500.0,24300.0,2190.0,27410.0,7870.0,175360.0,35410.0,16770.0,6570.0,9810.0,91000.0,44020.0,4670.0,5570.0,54930.0,25660.0,13210.0,13610.0,11930.0,14050.0,3860.0,26170.0,46230.0,41460.0,30530.0,7350.0,28000.0,4730.0,10340.0,6930.0,7000.0,42250.0,6300.0,109830.0,49270.0,4430.0,50440.0,16720.0,14920.0,54290.0,6570.0,15270.0,5820.0,27340.0,116470.0,15490.0,2630.0,47100.0,34740.0,4900.0,25100.0,2670.0,610.0,12370.0,340.0
"Prepare, analyze, or verify annual reports, financial statements, and other records, using accepted accounting and statistical procedures to assess financial condition and facilitate financial planning.",prepare analyze or verify annual reports financial statements and other records using accepted accounting and statistical procedures to assess financial condition and facilitate financial planning,"Prepare financial documents, reports, or budgets.","Prepare financial documents, reports, or budgets.",Documenting/Recording Information,Accountants and Auditors,accountants and auditors,13-2011.00,Accountants and Auditors,13-2011,13-2011.00,Accountants and Auditors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.9214307244047015,False,0.3031488615384615,4.1476,82.08879999999999,0.2413793103448276,1.3214873924030954,E2,E2,83680.0,74880.0,83460.0,79970.0,66330.0,97050.0,97030.0,97550.0,95020.0,111530.0,79250.0,81900.0,74500.0,74730.0,80230.0,77720.0,77440.0,79000.0,75270.0,73810.0,77480.0,89370.0,99460.0,78820.0,81600.0,68100.0,76590.0,75810.0,72080.0,81600.0,83470.0,100830.0,78580.0,102640.0,82050.0,75730.0,79320.0,79370.0,85800.0,79000.0,95820.0,76560.0,78880.0,76840.0,80920.0,79990.0,78890.0,93290.0,96550.0,73320.0,79400.0,77620.0,50410.0,43530.0,59060.0,1449500.0,24300.0,2190.0,27410.0,7870.0,175360.0,35410.0,16770.0,6570.0,9810.0,91000.0,44020.0,4670.0,5570.0,54930.0,25660.0,13210.0,13610.0,11930.0,14050.0,3860.0,26170.0,46230.0,41460.0,30530.0,7350.0,28000.0,4730.0,10340.0,6930.0,7000.0,42250.0,6300.0,109830.0,49270.0,4430.0,50440.0,16720.0,14920.0,54290.0,6570.0,15270.0,5820.0,27340.0,116470.0,15490.0,2630.0,47100.0,34740.0,4900.0,25100.0,2670.0,610.0,12370.0,340.0
"Prepare and deliver lectures to undergraduate or graduate students on topics such as financial accounting, principles of marketing, and operations management.",prepare and deliver lectures to undergraduate or graduate students on topics such as financial accounting principles of marketing and operations management,Develop instructional materials.,Prepare informational or instructional materials.,Documenting/Recording Information,"Business Teachers, Postsecondary",business teachers postsecondary,25-1011.00,"Business Teachers, Postsecondary",25-1011,25-1011.00,"Business Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0030529241359659,4.406159384061595,False,0.9275646153846154,4.7,90.5,0.533280410367591,0.8999999999999999,E0,E2,99080.0,82170.0,168930.0,81600.0,64620.0,128470.0,78210.0,103750.0,130370.0,128370.0,78870.0,82820.0,76860.0,84190.0,94770.0,86640.0,83200.0,83310.0,80140.0,129040.0,83250.0,126560.0,103110.0,111190.0,95820.0,75680.0,100310.0,81490.0,88690.0,98920.0,83070.0,85250.0,83980.0,104490.0,79600.0,110050.0,79770.0,82060.0,100180.0,101760.0,103820.0,78830.0,72650.0,85950.0,101210.0,115870.0,101170.0,103860.0,100390.0,104480.0,96680.0,69550.0,99080.0,66340.0,99080.0,82150.0,1260.0,130.0,1240.0,450.0,5290.0,2080.0,1310.0,280.0,630.0,2900.0,1940.0,390.0,240.0,3580.0,2030.0,890.0,660.0,760.0,640.0,300.0,2280.0,4190.0,2240.0,980.0,530.0,1720.0,170.0,530.0,400.0,580.0,3190.0,410.0,7480.0,2960.0,250.0,3100.0,770.0,940.0,4630.0,360.0,1500.0,260.0,1260.0,7710.0,460.0,110.0,2450.0,1190.0,420.0,1940.0,150.0,35.0,450.0,17.0
"Prepare and deliver lectures to undergraduate or graduate students on topics such as financial accounting, principles of marketing, and operations management.",prepare and deliver lectures to undergraduate or graduate students on topics such as financial accounting principles of marketing and operations management,Teach classes in area of specialization.,Teach academic or vocational subjects.,Training and Teaching Others,"Business Teachers, Postsecondary",business teachers postsecondary,25-1011.00,"Business Teachers, Postsecondary",25-1011,25-1011.00,"Business Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0030529241359659,4.406159384061595,False,0.9275646153846154,4.7,90.5,0.533280410367591,0.8999999999999999,E0,E2,99080.0,82170.0,168930.0,81600.0,64620.0,128470.0,78210.0,103750.0,130370.0,128370.0,78870.0,82820.0,76860.0,84190.0,94770.0,86640.0,83200.0,83310.0,80140.0,129040.0,83250.0,126560.0,103110.0,111190.0,95820.0,75680.0,100310.0,81490.0,88690.0,98920.0,83070.0,85250.0,83980.0,104490.0,79600.0,110050.0,79770.0,82060.0,100180.0,101760.0,103820.0,78830.0,72650.0,85950.0,101210.0,115870.0,101170.0,103860.0,100390.0,104480.0,96680.0,69550.0,99080.0,66340.0,99080.0,82150.0,1260.0,130.0,1240.0,450.0,5290.0,2080.0,1310.0,280.0,630.0,2900.0,1940.0,390.0,240.0,3580.0,2030.0,890.0,660.0,760.0,640.0,300.0,2280.0,4190.0,2240.0,980.0,530.0,1720.0,170.0,530.0,400.0,580.0,3190.0,410.0,7480.0,2960.0,250.0,3100.0,770.0,940.0,4630.0,360.0,1500.0,260.0,1260.0,7710.0,460.0,110.0,2450.0,1190.0,420.0,1940.0,150.0,35.0,450.0,17.0
"Prepare and deliver lectures to undergraduate or graduate students on topics such as financial accounting, principles of marketing, and operations management.",prepare and deliver lectures to undergraduate or graduate students on topics such as financial accounting principles of marketing and operations management,Instruct college students in social sciences or humanities disciplines.,Teach academic or vocational subjects.,Training and Teaching Others,"Business Teachers, Postsecondary",business teachers postsecondary,25-1011.00,"Business Teachers, Postsecondary",25-1011,25-1011.00,"Business Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0030529241359659,4.406159384061595,False,0.9275646153846154,4.7,90.5,0.533280410367591,0.8999999999999999,E0,E2,99080.0,82170.0,168930.0,81600.0,64620.0,128470.0,78210.0,103750.0,130370.0,128370.0,78870.0,82820.0,76860.0,84190.0,94770.0,86640.0,83200.0,83310.0,80140.0,129040.0,83250.0,126560.0,103110.0,111190.0,95820.0,75680.0,100310.0,81490.0,88690.0,98920.0,83070.0,85250.0,83980.0,104490.0,79600.0,110050.0,79770.0,82060.0,100180.0,101760.0,103820.0,78830.0,72650.0,85950.0,101210.0,115870.0,101170.0,103860.0,100390.0,104480.0,96680.0,69550.0,99080.0,66340.0,99080.0,82150.0,1260.0,130.0,1240.0,450.0,5290.0,2080.0,1310.0,280.0,630.0,2900.0,1940.0,390.0,240.0,3580.0,2030.0,890.0,660.0,760.0,640.0,300.0,2280.0,4190.0,2240.0,980.0,530.0,1720.0,170.0,530.0,400.0,580.0,3190.0,410.0,7480.0,2960.0,250.0,3100.0,770.0,940.0,4630.0,360.0,1500.0,260.0,1260.0,7710.0,460.0,110.0,2450.0,1190.0,420.0,1940.0,150.0,35.0,450.0,17.0
"Prepare and deliver lectures to undergraduate or graduate students on topics such as linear algebra, differential equations, and discrete mathematics.",prepare and deliver lectures to undergraduate or graduate students on topics such as linear algebra differential equations and discrete mathematics,Teach physical science or mathematics courses at the college level.,Teach academic or vocational subjects.,Training and Teaching Others,"Mathematical Science Teachers, Postsecondary",mathematical science teachers postsecondary,25-1022.00,"Mathematical Science Teachers, Postsecondary",25-1022,25-1022.00,"Math and Computer Science Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0030529241359659,4.0417000000000005,False,1.3712657692307693,4.46,87.8,0.7242768727270558,0.804985363822556,E0,E1,79940.0,65900.0,79940.0,71230.0,54340.0,130680.0,81930.0,85020.0,101510.0,81880.0,60700.0,66440.0,79940.0,79940.0,77080.0,78780.0,80300.0,64330.0,65820.0,79940.0,81130.0,83360.0,85490.0,99330.0,85570.0,61760.0,74640.0,80610.0,79310.0,82540.0,91670.0,80660.0,66550.0,87230.0,73620.0,76770.0,81330.0,64660.0,91770.0,82170.0,95600.0,77580.0,64620.0,76240.0,76990.0,83270.0,84860.0,75830.0,85560.0,69370.0,80480.0,76910.0,79940.0,76750.0,79940.0,47670.0,850.0,99.0,680.0,290.0,3810.0,890.0,820.0,130.0,260.0,2660.0,1100.0,191.0,200.0,2390.0,1100.0,450.0,460.0,490.0,340.0,170.0,820.0,1880.0,1420.0,690.0,360.0,740.0,120.0,270.0,250.0,150.0,1660.0,400.0,4080.0,1870.0,120.0,1600.0,430.0,820.0,2000.0,260.0,700.0,130.0,870.0,4870.0,370.0,170.0,1570.0,820.0,210.0,780.0,110.0,20.0,150.0,10.0
"Prepare and deliver news, sports, or weather reports, gathering and rewriting material so that it will convey required information and fit specific time slots.",prepare and deliver news sports or weather reports gathering and rewriting material so that it will convey required information and fit specific time slots,Gather information for news stories.,Gather information for news stories.,Getting Information,Radio and Television Announcers,radio and television announcers,27-3011.00,Broadcast Announcers and Radio Disc Jockeys,27-3011,27-3011.00,Broadcast Announcers and Radio Disc Jockeys,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.92,False,3.3207153846153847,4.36,81.11,1.171622508245303,0.5,E1,E2,47340.0,38530.0,44790.0,47930.0,36160.0,47340.0,50660.0,47340.0,47340.0,47340.0,56360.0,42020.0,51030.0,46940.0,46720.0,61760.0,37090.0,35130.0,36170.0,33020.0,44000.0,74480.0,60200.0,46640.0,43530.0,34040.0,45460.0,35000.0,45020.0,60460.0,46000.0,70800.0,38940.0,81310.0,47910.0,38500.0,42440.0,36110.0,46190.0,52080.0,55110.0,30960.0,40630.0,48290.0,49050.0,46080.0,35220.0,44400.0,44420.0,35400.0,40630.0,36760.0,47340.0,22970.0,47340.0,21240.0,300.0,80.0,410.0,300.0,1620.0,310.0,290.0,66.0,70.0,990.0,490.0,140.0,50.0,770.0,1040.0,320.0,440.0,340.0,190.0,170.0,290.0,280.0,650.0,750.0,160.0,470.0,130.0,280.0,160.0,70.0,190.0,190.0,1460.0,830.0,180.0,910.0,300.0,240.0,830.0,90.0,150.0,230.0,970.0,960.0,190.0,110.0,460.0,620.0,130.0,580.0,50.0,9.0,150.0,4.0
"Prepare and deliver news, sports, or weather reports, gathering and rewriting material so that it will convey required information and fit specific time slots.",prepare and deliver news sports or weather reports gathering and rewriting material so that it will convey required information and fit specific time slots,Edit written materials.,Edit written materials or documents.,Making Decisions and Solving Problems,Radio and Television Announcers,radio and television announcers,27-3011.00,Broadcast Announcers and Radio Disc Jockeys,27-3011,27-3011.00,Broadcast Announcers and Radio Disc Jockeys,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.92,False,3.3207153846153847,4.36,81.11,1.171622508245303,0.5,E1,E2,47340.0,38530.0,44790.0,47930.0,36160.0,47340.0,50660.0,47340.0,47340.0,47340.0,56360.0,42020.0,51030.0,46940.0,46720.0,61760.0,37090.0,35130.0,36170.0,33020.0,44000.0,74480.0,60200.0,46640.0,43530.0,34040.0,45460.0,35000.0,45020.0,60460.0,46000.0,70800.0,38940.0,81310.0,47910.0,38500.0,42440.0,36110.0,46190.0,52080.0,55110.0,30960.0,40630.0,48290.0,49050.0,46080.0,35220.0,44400.0,44420.0,35400.0,40630.0,36760.0,47340.0,22970.0,47340.0,21240.0,300.0,80.0,410.0,300.0,1620.0,310.0,290.0,66.0,70.0,990.0,490.0,140.0,50.0,770.0,1040.0,320.0,440.0,340.0,190.0,170.0,290.0,280.0,650.0,750.0,160.0,470.0,130.0,280.0,160.0,70.0,190.0,190.0,1460.0,830.0,180.0,910.0,300.0,240.0,830.0,90.0,150.0,230.0,970.0,960.0,190.0,110.0,460.0,620.0,130.0,580.0,50.0,9.0,150.0,4.0
"Prepare and deliver news, sports, or weather reports, gathering and rewriting material so that it will convey required information and fit specific time slots.",prepare and deliver news sports or weather reports gathering and rewriting material so that it will convey required information and fit specific time slots,Report news to the public.,Provide information or assistance to the public.,Communicating with People Outside the Organization,Radio and Television Announcers,radio and television announcers,27-3011.00,Broadcast Announcers and Radio Disc Jockeys,27-3011,27-3011.00,Broadcast Announcers and Radio Disc Jockeys,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.92,False,3.3207153846153847,4.36,81.11,1.171622508245303,0.5,E1,E2,47340.0,38530.0,44790.0,47930.0,36160.0,47340.0,50660.0,47340.0,47340.0,47340.0,56360.0,42020.0,51030.0,46940.0,46720.0,61760.0,37090.0,35130.0,36170.0,33020.0,44000.0,74480.0,60200.0,46640.0,43530.0,34040.0,45460.0,35000.0,45020.0,60460.0,46000.0,70800.0,38940.0,81310.0,47910.0,38500.0,42440.0,36110.0,46190.0,52080.0,55110.0,30960.0,40630.0,48290.0,49050.0,46080.0,35220.0,44400.0,44420.0,35400.0,40630.0,36760.0,47340.0,22970.0,47340.0,21240.0,300.0,80.0,410.0,300.0,1620.0,310.0,290.0,66.0,70.0,990.0,490.0,140.0,50.0,770.0,1040.0,320.0,440.0,340.0,190.0,170.0,290.0,280.0,650.0,750.0,160.0,470.0,130.0,280.0,160.0,70.0,190.0,190.0,1460.0,830.0,180.0,910.0,300.0,240.0,830.0,90.0,150.0,230.0,970.0,960.0,190.0,110.0,460.0,620.0,130.0,580.0,50.0,9.0,150.0,4.0
Prepare and deliver sales presentations to new and existing customers to sell new advertising programs and to protect and increase existing advertising.,prepare and deliver sales presentations to new and existing customers to sell new advertising programs and to protect and increase existing advertising,Develop content for sales presentations or other materials.,Develop marketing or promotional materials.,Thinking Creatively,Advertising Sales Agents,advertising sales agents,41-3011.00,Advertising Sales Agents,41-3011,41-3011.00,Advertising Sales Agents,"Sales Representatives, Services",Sales and Related Occupations,2026-05-31,0.0113071264295034,4.914018881331844,False,1.4682953846153848,4.57,99.39,0.4329896204580631,0.4,E2,E2,64820.0,50870.0,43840.0,62050.0,49120.0,80360.0,73420.0,61820.0,52480.0,75030.0,58420.0,58140.0,61290.0,53460.0,66290.0,57030.0,58480.0,48660.0,51580.0,48810.0,48780.0,59830.0,80500.0,64800.0,62660.0,46810.0,61440.0,46040.0,62890.0,64820.0,54870.0,69620.0,45620.0,98360.0,64820.0,50110.0,50410.0,57670.0,62810.0,58350.0,48040.0,68200.0,60190.0,40910.0,60280.0,74260.0,58750.0,64820.0,101320.0,44700.0,63270.0,47290.0,64820.0,44160.0,64820.0,91700.0,910.0,230.0,1160.0,900.0,9620.0,1110.0,740.0,140.0,320.0,6420.0,3150.0,310.0,220.0,3790.0,1410.0,900.0,920.0,620.0,860.0,400.0,880.0,1480.0,2040.0,1750.0,490.0,1640.0,240.0,1190.0,580.0,290.0,2110.0,300.0,13570.0,2220.0,260.0,3220.0,700.0,960.0,4260.0,340.0,1770.0,390.0,1820.0,6230.0,1110.0,160.0,2407.0,3510.0,290.0,1290.0,150.0,39.0,520.0,19.0
Prepare and deliver sales presentations to new and existing customers to sell new advertising programs and to protect and increase existing advertising.,prepare and deliver sales presentations to new and existing customers to sell new advertising programs and to protect and increase existing advertising,Deliver promotional presentations to current or prospective customers.,"Promote products, services, or programs.",Selling or Influencing Others,Advertising Sales Agents,advertising sales agents,41-3011.00,Advertising Sales Agents,41-3011,41-3011.00,Advertising Sales Agents,"Sales Representatives, Services",Sales and Related Occupations,2026-05-31,0.0113071264295034,4.914018881331844,False,1.4682953846153848,4.57,99.39,0.4329896204580631,0.4,E2,E2,64820.0,50870.0,43840.0,62050.0,49120.0,80360.0,73420.0,61820.0,52480.0,75030.0,58420.0,58140.0,61290.0,53460.0,66290.0,57030.0,58480.0,48660.0,51580.0,48810.0,48780.0,59830.0,80500.0,64800.0,62660.0,46810.0,61440.0,46040.0,62890.0,64820.0,54870.0,69620.0,45620.0,98360.0,64820.0,50110.0,50410.0,57670.0,62810.0,58350.0,48040.0,68200.0,60190.0,40910.0,60280.0,74260.0,58750.0,64820.0,101320.0,44700.0,63270.0,47290.0,64820.0,44160.0,64820.0,91700.0,910.0,230.0,1160.0,900.0,9620.0,1110.0,740.0,140.0,320.0,6420.0,3150.0,310.0,220.0,3790.0,1410.0,900.0,920.0,620.0,860.0,400.0,880.0,1480.0,2040.0,1750.0,490.0,1640.0,240.0,1190.0,580.0,290.0,2110.0,300.0,13570.0,2220.0,260.0,3220.0,700.0,960.0,4260.0,340.0,1770.0,390.0,1820.0,6230.0,1110.0,160.0,2407.0,3510.0,290.0,1290.0,150.0,39.0,520.0,19.0
Prepare and deliver technical presentations that explain products or services to customers and prospective customers.,prepare and deliver technical presentations that explain products or services to customers and prospective customers,Develop content for sales presentations or other materials.,Develop marketing or promotional materials.,Thinking Creatively,Sales Engineers,sales engineers,41-9031.00,Sales Engineers,41-9031,41-9031.00,Sales Engineers,Other Sales and Related Workers,Sales and Related Occupations,2026-05-31,0.0339213792885103,4.709795704557361,False,0.2198253846153846,3.95,87.92,0.1011336899018039,0.7999999999999999,E2,E2,124900.0,104410.0,71080.0,131870.0,130760.0,139160.0,139990.0,123660.0,167200.0,124900.0,125530.0,98840.0,124900.0,128030.0,99710.0,74960.0,83450.0,98000.0,90190.0,121680.0,95180.0,153410.0,136200.0,114180.0,100570.0,124900.0,90960.0,124900.0,90140.0,99020.0,107850.0,139010.0,119420.0,137480.0,121530.0,124900.0,97420.0,114520.0,128170.0,98500.0,149750.0,114250.0,119110.0,111580.0,130610.0,117650.0,116790.0,124900.0,147620.0,135260.0,117970.0,124900.0,124900.0,62970.0,124900.0,51790.0,220.0,108.0,1000.0,30.0,6310.0,2800.0,760.0,80.0,232.0,2410.0,1630.0,208.0,360.0,1150.0,980.0,310.0,220.0,380.0,640.0,140.0,850.0,3150.0,2290.0,990.0,90.0,710.0,169.0,130.0,320.0,300.0,1760.0,80.0,3150.0,2530.0,142.0,1210.0,290.0,540.0,1980.0,30.0,770.0,100.0,530.0,6800.0,480.0,101.0,1260.0,760.0,40.0,1300.0,93.0,22.0,70.0,11.0
Prepare and deliver technical presentations that explain products or services to customers and prospective customers.,prepare and deliver technical presentations that explain products or services to customers and prospective customers,Explain technical product or service information to customers.,Explain technical details of products or services.,Interpreting the Meaning of Information for Others,Sales Engineers,sales engineers,41-9031.00,Sales Engineers,41-9031,41-9031.00,Sales Engineers,Other Sales and Related Workers,Sales and Related Occupations,2026-05-31,0.0339213792885103,4.709795704557361,False,0.2198253846153846,3.95,87.92,0.1011336899018039,0.7999999999999999,E2,E2,124900.0,104410.0,71080.0,131870.0,130760.0,139160.0,139990.0,123660.0,167200.0,124900.0,125530.0,98840.0,124900.0,128030.0,99710.0,74960.0,83450.0,98000.0,90190.0,121680.0,95180.0,153410.0,136200.0,114180.0,100570.0,124900.0,90960.0,124900.0,90140.0,99020.0,107850.0,139010.0,119420.0,137480.0,121530.0,124900.0,97420.0,114520.0,128170.0,98500.0,149750.0,114250.0,119110.0,111580.0,130610.0,117650.0,116790.0,124900.0,147620.0,135260.0,117970.0,124900.0,124900.0,62970.0,124900.0,51790.0,220.0,108.0,1000.0,30.0,6310.0,2800.0,760.0,80.0,232.0,2410.0,1630.0,208.0,360.0,1150.0,980.0,310.0,220.0,380.0,640.0,140.0,850.0,3150.0,2290.0,990.0,90.0,710.0,169.0,130.0,320.0,300.0,1760.0,80.0,3150.0,2530.0,142.0,1210.0,290.0,540.0,1980.0,30.0,770.0,100.0,530.0,6800.0,480.0,101.0,1260.0,760.0,40.0,1300.0,93.0,22.0,70.0,11.0
Prepare and deliver technical presentations that explain products or services to customers and prospective customers.,prepare and deliver technical presentations that explain products or services to customers and prospective customers,Deliver promotional presentations to current or prospective customers.,"Promote products, services, or programs.",Selling or Influencing Others,Sales Engineers,sales engineers,41-9031.00,Sales Engineers,41-9031,41-9031.00,Sales Engineers,Other Sales and Related Workers,Sales and Related Occupations,2026-05-31,0.0339213792885103,4.709795704557361,False,0.2198253846153846,3.95,87.92,0.1011336899018039,0.7999999999999999,E2,E2,124900.0,104410.0,71080.0,131870.0,130760.0,139160.0,139990.0,123660.0,167200.0,124900.0,125530.0,98840.0,124900.0,128030.0,99710.0,74960.0,83450.0,98000.0,90190.0,121680.0,95180.0,153410.0,136200.0,114180.0,100570.0,124900.0,90960.0,124900.0,90140.0,99020.0,107850.0,139010.0,119420.0,137480.0,121530.0,124900.0,97420.0,114520.0,128170.0,98500.0,149750.0,114250.0,119110.0,111580.0,130610.0,117650.0,116790.0,124900.0,147620.0,135260.0,117970.0,124900.0,124900.0,62970.0,124900.0,51790.0,220.0,108.0,1000.0,30.0,6310.0,2800.0,760.0,80.0,232.0,2410.0,1630.0,208.0,360.0,1150.0,980.0,310.0,220.0,380.0,640.0,140.0,850.0,3150.0,2290.0,990.0,90.0,710.0,169.0,130.0,320.0,300.0,1760.0,80.0,3150.0,2530.0,142.0,1210.0,290.0,540.0,1980.0,30.0,770.0,100.0,530.0,6800.0,480.0,101.0,1260.0,760.0,40.0,1300.0,93.0,22.0,70.0,11.0
"Prepare and distribute leaflets, pamphlets, and visual aids for educational and informational purposes.",prepare and distribute leaflets pamphlets and visual aids for educational and informational purposes,Develop instructional materials.,Prepare informational or instructional materials.,Documenting/Recording Information,Farm and Home Management Advisors,farm and home management advisors,25-9021.00,Farm and Home Management Educators,25-9021,25-9021.00,Farm and Home Management Educators,Other Educational Instruction and Library Occupations,Educational Instruction and Library Occupations,2026-05-31,0.0030529241359659,4.4000400040004,True,0.2932307692307692,3.69,96.3,0.3535279407470078,1.797534089273976,E1,E2,60220.0,58330.0,60220.0,73210.0,49640.0,98770.0,66230.0,60220.0,63300.0,60220.0,49090.0,33510.0,48340.0,60220.0,60220.0,65740.0,48200.0,52870.0,61190.0,60220.0,65780.0,79780.0,66920.0,65030.0,60220.0,59480.0,60220.0,60220.0,60670.0,60220.0,60220.0,57810.0,62730.0,48860.0,64280.0,63480.0,60220.0,60220.0,80030.0,45970.0,60220.0,60220.0,60440.0,60220.0,33260.0,60220.0,62830.0,76710.0,63440.0,50930.0,60920.0,50510.0,60220.0,53160.0,60220.0,8220.0,260.0,17.0,30.0,200.0,40.0,90.0,89.0,80.0,37.0,710.0,200.0,30.0,45.0,320.0,360.0,520.0,480.0,420.0,102.0,70.0,150.0,40.0,330.0,155.0,61.0,154.0,27.0,90.0,81.0,36.0,225.0,160.0,80.0,910.0,90.0,291.0,90.0,103.0,318.0,26.0,121.0,90.0,172.0,470.0,91.0,50.0,520.0,186.0,50.0,670.0,140.0,3.0,470.0,2.0
Prepare and file annual tax returns or prepare financial information so that outside accountants can complete tax returns.,prepare and file annual tax returns or prepare financial information so that outside accountants can complete tax returns,Compile operational data.,"Compile records, documentation, or other data.",Processing Information,Treasurers and Controllers,treasurers and controllers,11-3031.01,Treasurers and Controllers,11-3031,11-3031.01,Financial Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.8309,False,0.0251723076923076,4.45,45.83,0.012096369984549,1.672079744573694,E2,E2,166570.0,140500.0,127030.0,139830.0,116570.0,180770.0,182690.0,174830.0,181580.0,188880.0,153280.0,166790.0,134210.0,127210.0,165880.0,135840.0,133320.0,159380.0,130650.0,126800.0,133610.0,158750.0,206760.0,139370.0,163410.0,111390.0,143460.0,131060.0,140360.0,132490.0,144730.0,199110.0,133700.0,219880.0,166780.0,135890.0,140870.0,132460.0,156460.0,145610.0,166940.0,136160.0,159700.0,141010.0,164860.0,150450.0,128690.0,185220.0,174840.0,113140.0,139720.0,124910.0,80390.0,90660.0,94990.0,294643.0,7200.0,2121.0,15647.0,7477.0,97990.0,11174.0,21045.0,2951.0,9378.0,51363.0,22463.0,3980.0,3276.0,55364.0,13190.0,9588.0,5450.0,6963.0,7425.0,3276.0,20762.0,27462.0,23618.0,17517.0,3644.0,13999.0,1586.0,5912.0,8496.0,4547.0,32510.0,2657.0,84863.0,23587.0,2247.0,28732.0,7005.0,7992.0,33794.0,2699.0,9472.0,1050.0,18514.0,75475.0,9304.0,1880.0,21896.0,13579.0,2741.0,16309.0,767.0,399.0,3991.0,179.0
Prepare and file annual tax returns or prepare financial information so that outside accountants can complete tax returns.,prepare and file annual tax returns or prepare financial information so that outside accountants can complete tax returns,"Prepare financial documents, reports, or budgets.","Prepare financial documents, reports, or budgets.",Documenting/Recording Information,Treasurers and Controllers,treasurers and controllers,11-3031.01,Treasurers and Controllers,11-3031,11-3031.01,Financial Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.8309,False,0.0251723076923076,4.45,45.83,0.012096369984549,1.672079744573694,E2,E2,166570.0,140500.0,127030.0,139830.0,116570.0,180770.0,182690.0,174830.0,181580.0,188880.0,153280.0,166790.0,134210.0,127210.0,165880.0,135840.0,133320.0,159380.0,130650.0,126800.0,133610.0,158750.0,206760.0,139370.0,163410.0,111390.0,143460.0,131060.0,140360.0,132490.0,144730.0,199110.0,133700.0,219880.0,166780.0,135890.0,140870.0,132460.0,156460.0,145610.0,166940.0,136160.0,159700.0,141010.0,164860.0,150450.0,128690.0,185220.0,174840.0,113140.0,139720.0,124910.0,80390.0,90660.0,94990.0,294643.0,7200.0,2121.0,15647.0,7477.0,97990.0,11174.0,21045.0,2951.0,9378.0,51363.0,22463.0,3980.0,3276.0,55364.0,13190.0,9588.0,5450.0,6963.0,7425.0,3276.0,20762.0,27462.0,23618.0,17517.0,3644.0,13999.0,1586.0,5912.0,8496.0,4547.0,32510.0,2657.0,84863.0,23587.0,2247.0,28732.0,7005.0,7992.0,33794.0,2699.0,9472.0,1050.0,18514.0,75475.0,9304.0,1880.0,21896.0,13579.0,2741.0,16309.0,767.0,399.0,3991.0,179.0
"Prepare and maintain a directory of suppliers, contractors and subcontractors.",prepare and maintain a directory of suppliers contractors and subcontractors,Maintain data in information systems or databases.,Maintain operational records.,Documenting/Recording Information,Cost Estimators,cost estimators,13-1051.00,Cost Estimators,13-1051,13-1051.00,Cost Estimators,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.825,False,0.1226923076923077,3.16,90.91,0.015742367211238,0.2,E1,E2,78740.0,74990.0,97020.0,77010.0,61470.0,85460.0,86940.0,81030.0,79290.0,82730.0,74990.0,76800.0,80360.0,79700.0,82750.0,73430.0,76040.0,76250.0,74880.0,77030.0,74080.0,81190.0,100840.0,77990.0,80810.0,71230.0,76020.0,77320.0,73100.0,82200.0,79560.0,80570.0,67590.0,80430.0,74730.0,73280.0,77730.0,67800.0,80460.0,78480.0,81990.0,70260.0,74950.0,75650.0,76980.0,79610.0,81390.0,80530.0,86070.0,77480.0,76270.0,90790.0,63350.0,47130.0,78740.0,224220.0,3000.0,220.0,5760.0,1400.0,26020.0,6100.0,2350.0,730.0,270.0,13720.0,6010.0,1040.0,1600.0,5990.0,4810.0,1870.0,2250.0,1960.0,2680.0,760.0,4580.0,4520.0,6960.0,4310.0,1280.0,6580.0,1230.0,1330.0,2240.0,980.0,5240.0,900.0,11980.0,8030.0,730.0,8100.0,1860.0,2940.0,9420.0,590.0,2880.0,1030.0,4340.0,20760.0,2800.0,320.0,5840.0,7470.0,830.0,5150.0,440.0,70.0,560.0,46.0
"Prepare and maintain logs, reports, or other documentation of work performed.",prepare and maintain logs reports or other documentation of work performed,Document operational activities.,Maintain operational records.,Documenting/Recording Information,Geothermal Technicians,geothermal technicians,49-9099.01,Geothermal Technicians,49-9099,49-9099.01,"Miscellaneous Installation, Maintenance, and Repair Workers","Other Installation, Maintenance, and Repair Occupations","Installation, Maintenance, and Repair Occupations",2026-05-31,0.2261425285900691,4.899537982163963,False,3.382449230769231,4.31,91.18,0.2550598635705317,0.1,E1,E1,49230.0,46610.0,75360.0,49990.0,45830.0,51230.0,50840.0,56110.0,48310.0,59320.0,46290.0,48490.0,74260.0,51680.0,55780.0,48120.0,48680.0,51060.0,51310.0,50660.0,61380.0,49950.0,59890.0,47470.0,60250.0,44370.0,52000.0,48360.0,48940.0,50190.0,49030.0,49920.0,50010.0,56900.0,46780.0,52040.0,47550.0,49420.0,52230.0,48180.0,59890.0,46430.0,48490.0,48200.0,45360.0,53110.0,51030.0,47910.0,63080.0,47850.0,49100.0,48260.0,64650.0,26110.0,48700.0,176300.0,1440.0,100.0,4010.0,1350.0,23630.0,4980.0,2490.0,510.0,130.0,16340.0,7430.0,970.0,990.0,5350.0,1570.0,2050.0,1020.0,1110.0,7970.0,1230.0,4200.0,1240.0,5800.0,2140.0,910.0,2390.0,1010.0,770.0,4000.0,460.0,3970.0,500.0,5390.0,4650.0,790.0,3620.0,970.0,2650.0,5380.0,180.0,2240.0,560.0,3730.0,18580.0,2750.0,580.0,5580.0,3550.0,570.0,2360.0,100.0,50.0,580.0,40.0
"Prepare and maintain logs, reports, or other documentation of work performed.",prepare and maintain logs reports or other documentation of work performed,Maintain repair or maintenance records.,Maintain operational records.,Documenting/Recording Information,Geothermal Technicians,geothermal technicians,49-9099.01,Geothermal Technicians,49-9099,49-9099.01,"Miscellaneous Installation, Maintenance, and Repair Workers","Other Installation, Maintenance, and Repair Occupations","Installation, Maintenance, and Repair Occupations",2026-05-31,0.2261425285900691,4.899537982163963,False,3.382449230769231,4.31,91.18,0.2550598635705317,0.1,E1,E1,49230.0,46610.0,75360.0,49990.0,45830.0,51230.0,50840.0,56110.0,48310.0,59320.0,46290.0,48490.0,74260.0,51680.0,55780.0,48120.0,48680.0,51060.0,51310.0,50660.0,61380.0,49950.0,59890.0,47470.0,60250.0,44370.0,52000.0,48360.0,48940.0,50190.0,49030.0,49920.0,50010.0,56900.0,46780.0,52040.0,47550.0,49420.0,52230.0,48180.0,59890.0,46430.0,48490.0,48200.0,45360.0,53110.0,51030.0,47910.0,63080.0,47850.0,49100.0,48260.0,64650.0,26110.0,48700.0,176300.0,1440.0,100.0,4010.0,1350.0,23630.0,4980.0,2490.0,510.0,130.0,16340.0,7430.0,970.0,990.0,5350.0,1570.0,2050.0,1020.0,1110.0,7970.0,1230.0,4200.0,1240.0,5800.0,2140.0,910.0,2390.0,1010.0,770.0,4000.0,460.0,3970.0,500.0,5390.0,4650.0,790.0,3620.0,970.0,2650.0,5380.0,180.0,2240.0,560.0,3730.0,18580.0,2750.0,580.0,5580.0,3550.0,570.0,2360.0,100.0,50.0,580.0,40.0
"Prepare and maintain records and case files, including documentation, such as clients' personal and eligibility information, services provided, narratives of client contacts, or relevant correspondence.",prepare and maintain records and case files including documentation such as clients personal and eligibility information services provided narratives of client contacts or relevant correspondence,Maintain client records.,Maintain health or medical records.,Documenting/Recording Information,Rehabilitation Counselors,rehabilitation counselors,21-1015.00,Rehabilitation Counselors,21-1015,21-1015.00,Counselors,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0030529241359659,4.785625517812759,False,2.7369815384615386,4.44,97.86,1.1123162678299812,0.5,E2,E1,46850.0,54040.0,61590.0,48330.0,35210.0,44480.0,47840.0,56340.0,48840.0,49680.0,45990.0,55000.0,48720.0,54550.0,49350.0,44390.0,39630.0,41980.0,58540.0,47990.0,51150.0,40860.0,47320.0,44580.0,48010.0,41500.0,45180.0,45240.0,47050.0,40120.0,42600.0,49730.0,48240.0,47960.0,45890.0,63050.0,42620.0,38260.0,54970.0,48650.0,47020.0,35990.0,49350.0,46060.0,49990.0,43900.0,50030.0,47530.0,58050.0,48050.0,46530.0,67640.0,46850.0,53180.0,46850.0,94740.0,540.0,130.0,1750.0,600.0,13690.0,980.0,2410.0,340.0,425.0,3110.0,740.0,150.0,820.0,4140.0,2030.0,2170.0,1370.0,790.0,280.0,330.0,3300.0,5760.0,3340.0,3020.0,470.0,2020.0,330.0,480.0,570.0,430.0,1630.0,210.0,3810.0,3820.0,210.0,3690.0,1570.0,1630.0,4130.0,420.0,980.0,370.0,1590.0,1840.0,650.0,310.0,2890.0,5440.0,470.0,2390.0,70.0,40.0,290.0,19.0
"Prepare and maintain records detailing tests, repairs, and maintenance.",prepare and maintain records detailing tests repairs and maintenance,Document operational activities.,Maintain operational records.,Documenting/Recording Information,"Electrical and Electronics Repairers, Powerhouse, Substation, and Relay",electrical and electronics repairers powerhouse substation and relay,49-2095.00,"Electrical and Electronics Repairers, Powerhouse, Substation, and Relay",49-2095,49-2095.00,"Miscellaneous Electrical and Electronic Equipment Mechanics, Installers, and Repairers","Electrical and Electronic Equipment Mechanics, Installers, and Repairers","Installation, Maintenance, and Repair Occupations",2026-05-31,0.0030529241359659,4.885632006582331,False,1.3837215384615384,4.41,91.54,0.3051325810413218,0.3,E2,E1,103020.0,95150.0,125260.0,79160.0,101120.0,121520.0,125560.0,109610.0,103020.0,103020.0,101780.0,106930.0,127330.0,119170.0,107470.0,105700.0,86490.0,104970.0,98860.0,80610.0,92570.0,117760.0,119460.0,106600.0,99900.0,94970.0,96850.0,97380.0,104850.0,74360.0,81020.0,111600.0,100410.0,98310.0,104710.0,75050.0,98700.0,97800.0,131050.0,101660.0,107980.0,91140.0,101830.0,96840.0,102470.0,114250.0,105640.0,99390.0,125620.0,97600.0,108980.0,103020.0,103020.0,37360.0,103020.0,20720.0,280.0,80.0,160.0,260.0,1680.0,210.0,210.0,64.0,93.0,910.0,540.0,70.0,100.0,420.0,290.0,120.0,280.0,130.0,370.0,160.0,366.0,430.0,450.0,390.0,160.0,290.0,130.0,60.0,205.0,50.0,450.0,140.0,3160.0,950.0,80.0,1120.0,330.0,170.0,1110.0,30.0,230.0,40.0,430.0,2360.0,100.0,30.0,910.0,410.0,70.0,150.0,37.0,9.0,200.0,4.0
"Prepare and maintain records detailing tests, repairs, and maintenance.",prepare and maintain records detailing tests repairs and maintenance,Maintain repair or maintenance records.,Maintain operational records.,Documenting/Recording Information,"Electrical and Electronics Repairers, Powerhouse, Substation, and Relay",electrical and electronics repairers powerhouse substation and relay,49-2095.00,"Electrical and Electronics Repairers, Powerhouse, Substation, and Relay",49-2095,49-2095.00,"Miscellaneous Electrical and Electronic Equipment Mechanics, Installers, and Repairers","Electrical and Electronic Equipment Mechanics, Installers, and Repairers","Installation, Maintenance, and Repair Occupations",2026-05-31,0.0030529241359659,4.885632006582331,False,1.3837215384615384,4.41,91.54,0.3051325810413218,0.3,E2,E1,103020.0,95150.0,125260.0,79160.0,101120.0,121520.0,125560.0,109610.0,103020.0,103020.0,101780.0,106930.0,127330.0,119170.0,107470.0,105700.0,86490.0,104970.0,98860.0,80610.0,92570.0,117760.0,119460.0,106600.0,99900.0,94970.0,96850.0,97380.0,104850.0,74360.0,81020.0,111600.0,100410.0,98310.0,104710.0,75050.0,98700.0,97800.0,131050.0,101660.0,107980.0,91140.0,101830.0,96840.0,102470.0,114250.0,105640.0,99390.0,125620.0,97600.0,108980.0,103020.0,103020.0,37360.0,103020.0,20720.0,280.0,80.0,160.0,260.0,1680.0,210.0,210.0,64.0,93.0,910.0,540.0,70.0,100.0,420.0,290.0,120.0,280.0,130.0,370.0,160.0,366.0,430.0,450.0,390.0,160.0,290.0,130.0,60.0,205.0,50.0,450.0,140.0,3160.0,950.0,80.0,1120.0,330.0,170.0,1110.0,30.0,230.0,40.0,430.0,2360.0,100.0,30.0,910.0,410.0,70.0,150.0,37.0,9.0,200.0,4.0
"Prepare and maintain work records and reports of information such as employee time and wages, daily receipts, or inspection results.",prepare and maintain work records and reports of information such as employee time and wages daily receipts or inspection results,Record operational or production data.,Maintain operational records.,Documenting/Recording Information,"First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand",firstline supervisors of helpers laborers and material movers hand,53-1021.00,"First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand",53-1042,53-1042.00,First-Line Supervisors of Transportation and Material Moving Workers,Supervisors of Transportation and Material Moving Workers,Transportation and Material Moving Occupations,2026-05-31,0.0030529241359659,4.666533346665334,False,0.9934253846153844,4.07,67.75,0.1783518779325044,0.3,E2,E1,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,126680.0,1711.0,263.0,2622.0,1055.0,14740.0,2326.0,1373.0,392.0,568.0,8036.0,3957.0,508.0,694.0,4935.0,2591.0,1262.0,1163.0,1619.0,1566.0,518.0,2236.0,2944.0,3564.0,2387.0,941.0,2376.0,414.0,829.0,1256.0,553.0,3468.0,705.0,7840.0,3999.0,348.0,4492.0,1382.0,1592.0,4908.0,406.0,1865.0,370.0,2653.0,11388.0,1405.0,246.0,3326.0,2874.0,568.0,2381.0,227.0,54.0,760.0,26.0
Prepare and review operational reports and schedules to ensure accuracy and efficiency.,prepare and review operational reports and schedules to ensure accuracy and efficiency,Prepare operational progress or status reports.,Prepare reports of operational or procedural activities.,Documenting/Recording Information,Administrative Services Managers,administrative services managers,11-3011.00,Administrative Services Managers,11-3012,11-3012.00,Administrative Services and Facilities Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0169606896442551,4.952686856327113,False,0.6473623076923077,3.71,77.98,0.3945244606918162,1.737099263392495,E2,E2,111640.0,116703.33333333331,108770.0,100733.33333333331,86256.66666666667,112133.33333333331,145503.33333333334,117130.0,136360.0,124330.0,96160.0,110286.66666666669,110143.33333333331,95210.0,106900.0,110180.0,110950.0,118136.66666666669,108000.0,98513.33333333331,103023.33333333331,109600.0,119173.33333333331,104856.66666666669,128100.0,95233.33333333331,98073.33333333331,118480.0,104530.0,97803.33333333331,119156.66666666669,137676.66666666666,105896.66666666669,138636.66666666666,106463.33333333331,93560.0,100246.66666666669,99910.0,112403.33333333331,102190.0,121490.0,117526.66666666669,104700.0,120516.66666666669,109270.0,115573.33333333331,94263.33333333331,126080.0,133750.0,88230.0,106840.0,115783.33333333331,69400.0,66786.66666666667,72133.33333333333,202003.3333333333,886.6666666666666,970.0,5643.333333333333,1033.3333333333333,34343.333333333336,2276.6666666666665,3003.333333333333,560.0,996.6666666666666,13106.666666666668,10036.666666666666,1293.3333333333337,790.0,11086.666666666668,5116.666666666667,1700.0,1126.6666666666663,2077.333333333333,2560.0,774.6666666666666,4616.666666666667,8110.0,6033.333333333333,6040.0,1443.3333333333333,3453.333333333333,380.0,2210.0,2423.333333333333,690.0,9170.0,879.3333333333333,13200.0,6510.0,290.0,7330.0,1826.6666666666663,2356.6666666666665,5543.333333333333,676.6666666666667,2566.6666666666665,423.33333333333337,6306.666666666667,19700.0,1703.3333333333333,453.33333333333337,2883.333333333333,3256.6666666666665,1463.3333333333333,4150.0,143.33333333333334,846.6666666666666,2730.0,50.0
Prepare and review operational reports and schedules to ensure accuracy and efficiency.,prepare and review operational reports and schedules to ensure accuracy and efficiency,Prepare operational progress or status reports.,Prepare reports of operational or procedural activities.,Documenting/Recording Information,Administrative Services Managers,administrative services managers,11-3011.00,Facilities Managers,11-3013,11-3013.00,Administrative Services and Facilities Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0169606896442551,4.952686856327113,False,0.6878261538461539,3.72,89.37,0.1662243643080407,0.3,E2,E2,111640.0,116703.33333333331,108770.0,100733.33333333331,86256.66666666667,112133.33333333331,145503.33333333334,117130.0,136360.0,124330.0,96160.0,110286.66666666669,110143.33333333331,95210.0,106900.0,110180.0,110950.0,118136.66666666669,108000.0,98513.33333333331,103023.33333333331,109600.0,119173.33333333331,104856.66666666669,128100.0,95233.33333333331,98073.33333333331,118480.0,104530.0,97803.33333333331,119156.66666666669,137676.66666666666,105896.66666666669,138636.66666666666,106463.33333333331,93560.0,100246.66666666669,99910.0,112403.33333333331,102190.0,121490.0,117526.66666666669,104700.0,120516.66666666669,109270.0,115573.33333333331,94263.33333333331,126080.0,133750.0,88230.0,106840.0,115783.33333333331,69400.0,66786.66666666667,72133.33333333333,202003.3333333333,886.6666666666666,970.0,5643.333333333333,1033.3333333333333,34343.333333333336,2276.6666666666665,3003.333333333333,560.0,996.6666666666666,13106.666666666668,10036.666666666666,1293.3333333333337,790.0,11086.666666666668,5116.666666666667,1700.0,1126.6666666666663,2077.333333333333,2560.0,774.6666666666666,4616.666666666667,8110.0,6033.333333333333,6040.0,1443.3333333333333,3453.333333333333,380.0,2210.0,2423.333333333333,690.0,9170.0,879.3333333333333,13200.0,6510.0,290.0,7330.0,1826.6666666666663,2356.6666666666665,5543.333333333333,676.6666666666667,2566.6666666666665,423.33333333333337,6306.666666666667,19700.0,1703.3333333333333,453.33333333333337,2883.333333333333,3256.6666666666665,1463.3333333333333,4150.0,143.33333333333334,846.6666666666666,2730.0,7.0
Prepare and review operational reports or project progress reports.,prepare and review operational reports or project progress reports,Prepare operational progress or status reports.,Prepare reports of operational or procedural activities.,Documenting/Recording Information,Computer and Information Systems Managers,computer and information systems managers,11-3021.00,Computer and Information Systems Managers,11-3021,11-3021.00,Computer and Information Systems Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.1356855171540415,4.923490613901573,False,0.5760757692307692,3.63,95.71,0.3875462662801534,0.8149980848904878,E2,E2,175140.0,138670.0,133490.0,166430.0,127220.0,218290.0,199420.0,171750.0,168500.0,195190.0,168470.0,173940.0,141640.0,162240.0,171730.0,142040.0,143780.0,164830.0,140360.0,127500.0,160260.0,171490.0,214960.0,163760.0,176380.0,124280.0,159460.0,132860.0,135780.0,165000.0,176540.0,203460.0,137730.0,214300.0,172860.0,149130.0,163640.0,137280.0,175270.0,163910.0,167270.0,160860.0,162240.0,158700.0,171530.0,163610.0,138460.0,201490.0,209370.0,139820.0,160140.0,120850.0,92560.0,99780.0,87900.0,670570.0,7670.0,970.0,14270.0,3420.0,94720.0,11510.0,10570.0,2140.0,5690.0,35040.0,18560.0,1200.0,1950.0,31680.0,8060.0,3920.0,4050.0,3130.0,2860.0,1450.0,14620.0,24910.0,16010.0,10970.0,1710.0,11130.0,1180.0,5070.0,3610.0,3810.0,34470.0,1500.0,48050.0,25650.0,850.0,19500.0,3790.0,7440.0,27060.0,1210.0,4930.0,380.0,12040.0,73060.0,8810.0,1100.0,17550.0,16960.0,1100.0,8880.0,330.0,90.0,1370.0,60.0
Prepare and send requests for price quotations to all companies in a particular market.,prepare and send requests for price quotations to all companies in a particular market,Gather information in order to provide services to clients.,Gather information from physical or electronic sources.,Getting Information,"Securities, Commodities, and Financial Services Sales Agents",securities commodities and financial services sales agents,41-3031.00,"Securities, Commodities, and Financial Services Sales Agents",41-3031,41-3031.00,"Securities, Commodities, and Financial Services Sales Agents","Sales Representatives, Services",Sales and Related Occupations,2026-05-31,0.0030529241359659,4.692284170828662,False,2.709565369822485,4.191923076923077,81.99923076923076,0.2333333333333333,0.1662011097932654,E2,E1,78660.0,49230.0,76360.0,74840.0,54660.0,79730.0,67010.0,98560.0,83750.0,72010.0,62770.0,59990.0,57590.0,64620.0,99840.0,68290.0,64290.0,75810.0,59110.0,48040.0,59970.0,61660.0,100310.0,73480.0,83350.0,46680.0,78500.0,78660.0,82560.0,61490.0,78930.0,82420.0,60850.0,168340.0,74040.0,63670.0,73300.0,76080.0,76710.0,71840.0,78660.0,55390.0,86780.0,58050.0,78470.0,64660.0,88280.0,62910.0,75510.0,50050.0,74010.0,78660.0,78660.0,36930.0,35160.0,489570.0,4710.0,260.0,14600.0,2330.0,55860.0,12360.0,5730.0,2300.0,1500.0,42600.0,14950.0,420.0,1690.0,27920.0,6460.0,2300.0,2310.0,5340.0,4130.0,690.0,8420.0,14510.0,7160.0,8820.0,1950.0,8770.0,430.0,2150.0,3140.0,1530.0,15230.0,1690.0,55630.0,21890.0,740.0,13520.0,2310.0,2900.0,15510.0,1780.0,7230.0,730.0,11370.0,41640.0,4520.0,240.0,11320.0,8770.0,930.0,5980.0,280.0,208.0,970.0,80.0
Prepare appropriate formatting to data sets as requested.,prepare appropriate formatting to data sets as requested,Prepare data for analysis.,Process digital or online data.,Working with Computers,Clinical Data Managers,clinical data managers,15-2041.02,Clinical Data Managers,15-2051,15-2051.02,Data Scientists,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.1696068964425518,4.964256865912764,False,0.5532153846153847,4.0,90.0,0.1642125661434721,0.4598670056728842,E2,E1,120230.0,103120.0,84110.0,107240.0,109390.0,141590.0,117400.0,126340.0,120230.0,126490.0,115820.0,104340.0,102130.0,89380.0,106560.0,91470.0,95830.0,98130.0,91760.0,78760.0,90880.0,136370.0,131750.0,100590.0,128800.0,69490.0,97090.0,100490.0,98230.0,98540.0,100620.0,135280.0,95850.0,130460.0,119090.0,81900.0,102630.0,86310.0,125990.0,106850.0,102440.0,91990.0,96150.0,100330.0,122090.0,108090.0,127070.0,126430.0,163350.0,85090.0,106680.0,120230.0,120230.0,80350.0,120230.0,117012.0,2327.0,308.0,6099.0,709.0,52581.0,8400.0,2354.0,1030.0,3585.0,13697.0,12386.0,401.0,1806.0,14071.0,4789.0,3076.0,655.0,2060.0,1739.0,1618.0,4468.0,12600.0,9845.0,5377.0,589.0,6327.0,294.0,2648.0,2247.0,1471.0,8601.0,749.0,32062.0,15289.0,281.0,8159.0,2541.0,2862.0,18472.0,1552.0,3750.000000000001,294.0,3732.0,34590.0,5832.0,200.00000000000003,11931.0,12841.0,522.0,5845.0,210.0,49.0,100.0,24.0
Prepare brochures and write newspaper articles.,prepare brochures and write newspaper articles,Develop promotional materials.,Develop marketing or promotional materials.,Thinking Creatively,Park Naturalists,park naturalists,19-1031.03,Park Naturalists,19-1031,19-1031.03,Conservation Scientists and Foresters,Life Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.0113071264295034,4.935055795717302,False,0.0652515384615384,3.42,83.59,0.0215923255283636,0.7953962187917737,E2,E1,73010.0,77000.0,79260.0,66750.0,73320.0,79810.0,84820.0,73860.0,63850.0,99400.0,51130.0,69240.0,65740.0,81330.0,69590.0,64570.0,69240.0,67200.0,71980.0,80190.0,75900.0,83290.0,78740.0,63500.0,71280.0,59510.0,63130.0,73920.0,76400.0,73030.0,74650.0,64020.0,76800.0,76990.0,64460.0,77280.0,63160.0,71270.0,80790.0,61480.0,76130.0,52310.0,76400.0,70500.0,68620.0,78850.0,70130.0,77380.0,78450.0,69910.0,79540.0,81310.0,73010.0,71280.0,50080.0,25950.0,110.0,290.0,410.0,230.0,2110.0,1230.0,140.0,80.0,110.0,950.0,360.0,220.0,300.0,730.0,430.0,610.0,220.0,180.0,190.0,290.0,470.0,760.0,820.0,770.0,470.0,600.0,560.0,220.0,210.0,130.0,500.0,330.0,640.0,540.0,340.0,680.0,310.0,1020.0,900.0,60.0,300.0,360.0,250.0,1970.0,410.0,100.0,480.0,1270.0,160.0,970.0,150.0,11.0,50.0,40.0
Prepare brochures and write newspaper articles.,prepare brochures and write newspaper articles,"Write articles, books or other original materials in area of expertise.",Write material for artistic or commercial purposes.,Documenting/Recording Information,Park Naturalists,park naturalists,19-1031.03,Park Naturalists,19-1031,19-1031.03,Conservation Scientists and Foresters,Life Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.0113071264295034,4.935055795717302,False,0.0652515384615384,3.42,83.59,0.0215923255283636,0.7953962187917737,E2,E1,73010.0,77000.0,79260.0,66750.0,73320.0,79810.0,84820.0,73860.0,63850.0,99400.0,51130.0,69240.0,65740.0,81330.0,69590.0,64570.0,69240.0,67200.0,71980.0,80190.0,75900.0,83290.0,78740.0,63500.0,71280.0,59510.0,63130.0,73920.0,76400.0,73030.0,74650.0,64020.0,76800.0,76990.0,64460.0,77280.0,63160.0,71270.0,80790.0,61480.0,76130.0,52310.0,76400.0,70500.0,68620.0,78850.0,70130.0,77380.0,78450.0,69910.0,79540.0,81310.0,73010.0,71280.0,50080.0,25950.0,110.0,290.0,410.0,230.0,2110.0,1230.0,140.0,80.0,110.0,950.0,360.0,220.0,300.0,730.0,430.0,610.0,220.0,180.0,190.0,290.0,470.0,760.0,820.0,770.0,470.0,600.0,560.0,220.0,210.0,130.0,500.0,330.0,640.0,540.0,340.0,680.0,310.0,1020.0,900.0,60.0,300.0,360.0,250.0,1970.0,410.0,100.0,480.0,1270.0,160.0,970.0,150.0,11.0,50.0,40.0
"Prepare capability data, training materials, or other documentation for transfer of processes to production.",prepare capability data training materials or other documentation for transfer of processes to production,Prepare procedural documents.,"Document technical designs, procedures, or activities.",Documenting/Recording Information,Nanotechnology Engineering Technologists,nanotechnology engineering technologists,17-3029.11,Nanotechnology Engineering Technologists and Technicians,17-3026,17-3026.01,"Engineering Technologists and Technicians, Except Drafters","Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.6875,False,0.1425815384615384,3.71,75.0,0.1346262763318235,1.643968421542383,E1,E1,66120.0,66510.0,66120.0,66040.0,62210.0,79070.0,66850.0,69260.0,66120.0,66120.0,61350.0,65060.0,66120.0,63150.0,71090.0,63110.0,64410.0,61000.0,61140.0,66120.0,63070.0,79090.0,71830.0,64510.0,70490.0,50180.0,62440.0,60330.0,59970.0,61470.0,69650.0,72890.0,61280.0,70290.0,69720.0,64060.0,65490.0,79330.0,75760.0,65260.0,59420.0,70080.0,54570.0,58070.0,62020.0,67490.0,72410.0,66310.0,78430.0,57240.0,65270.0,66120.0,66120.0,46470.0,66120.0,42042.0,1124.0,88.0,2314.0,367.0,6353.0,1035.0,745.0,130.0,188.0,3460.0,2047.0,168.0,334.0,2515.0,2848.0,790.0,634.0,1480.0,912.0,345.0,545.0,2303.0,6020.0,5986.0,313.0,1357.0,100.0,267.0,1102.0,690.0,1024.0,534.0,4551.0,2159.0,111.0,5942.0,834.0,1013.0,1992.0,189.0,2670.0,345.0,2949.0,5630.0,1558.0,122.0,1413.0,1168.0,156.0,2960.0,76.0,18.0,1113.0,9.0
"Prepare, compile, and submit reports on work activities, operations, production, or work-related accidents.",prepare compile and submit reports on work activities operations production or workrelated accidents,Record operational or production data.,Maintain operational records.,Documenting/Recording Information,First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators,firstline supervisors of transportation and materialmoving machine and vehicle operators,53-1031.00,First-Line Supervisors of Material-Moving Machine and Vehicle Operators,53-1043,53-1043.00,First-Line Supervisors of Transportation and Material Moving Workers,Supervisors of Transportation and Material Moving Workers,Transportation and Material Moving Occupations,2026-05-31,0.0030529241359659,4.866626003862967,False,1.0415165384615386,3.82,89.37,0.5450888902889595,0.7999999999999999,E2,E1,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,126680.0,1711.0,263.0,2622.0,1055.0,14740.0,2326.0,1373.0,392.0,568.0,8036.0,3957.0,508.0,694.0,4935.0,2591.0,1262.0,1163.0,1619.0,1566.0,518.0,2236.0,2944.0,3564.0,2387.0,941.0,2376.0,414.0,829.0,1256.0,553.0,3468.0,705.0,7840.0,3999.0,348.0,4492.0,1382.0,1592.0,4908.0,406.0,1865.0,370.0,2653.0,11388.0,1405.0,246.0,3326.0,2874.0,568.0,2381.0,227.0,54.0,760.0,26.0
"Prepare, compile, and submit reports on work activities, operations, production, or work-related accidents.",prepare compile and submit reports on work activities operations production or workrelated accidents,Prepare accident or incident reports.,Prepare reports of operational or procedural activities.,Documenting/Recording Information,First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators,firstline supervisors of transportation and materialmoving machine and vehicle operators,53-1031.00,First-Line Supervisors of Material-Moving Machine and Vehicle Operators,53-1043,53-1043.00,First-Line Supervisors of Transportation and Material Moving Workers,Supervisors of Transportation and Material Moving Workers,Transportation and Material Moving Occupations,2026-05-31,0.0030529241359659,4.866626003862967,False,1.0415165384615386,3.82,89.37,0.5450888902889595,0.7999999999999999,E2,E1,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,62840.0,126680.0,1711.0,263.0,2622.0,1055.0,14740.0,2326.0,1373.0,392.0,568.0,8036.0,3957.0,508.0,694.0,4935.0,2591.0,1262.0,1163.0,1619.0,1566.0,518.0,2236.0,2944.0,3564.0,2387.0,941.0,2376.0,414.0,829.0,1256.0,553.0,3468.0,705.0,7840.0,3999.0,348.0,4492.0,1382.0,1592.0,4908.0,406.0,1865.0,370.0,2653.0,11388.0,1405.0,246.0,3326.0,2874.0,568.0,2381.0,227.0,54.0,760.0,26.0
Prepare comprehensive interpretive reports of findings.,prepare comprehensive interpretive reports of findings,Prepare reports summarizing patient diagnostic or care activities.,Prepare health or medical documents.,Documenting/Recording Information,Nuclear Medicine Physicians,nuclear medicine physicians,29-1069.05,Radiologists,29-1224,29-1224.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.9514000000000005,False,7.209999999999999,4.98,86.65,0.3159535362446699,0.1,E1,E2,420860.0,420860.0,420860.0,470640.0,75600.0,270560.0,344270.0,191990.0,420860.0,182450.0,417690.0,335190.0,420860.0,420860.0,420860.0,430640.0,405220.0,179990.0,279990.0,420860.0,555750.0,581510.0,426560.0,485920.0,708340.0,420860.0,420860.0,360330.0,420860.0,386210.0,506010.0,482700.0,96170.0,441580.0,420860.0,553140.0,260000.0,420860.0,420860.0,455380.0,420860.0,174480.0,586010.0,420860.0,319320.0,417250.0,420860.0,376270.0,420860.0,471650.0,392610.0,161750.0,420860.0,420860.0,420860.0,26770.0,361.0,56.0,554.0,150.0,690.0,500.0,290.0,160.0,80.0,1680.0,836.0,80.0,147.0,1043.0,680.0,130.0,246.0,342.0,331.0,110.0,473.0,622.0,360.0,440.0,100.0,280.0,110.0,160.0,410.0,210.0,733.0,170.0,2010.0,845.0,120.0,770.0,110.0,230.0,1360.0,86.0,394.0,70.0,561.0,2330.0,380.0,52.0,703.0,1480.0,360.0,980.0,30.0,11.0,161.0,5.0
"Prepare conference or event materials, such as flyers or invitations.",prepare conference or event materials such as flyers or invitations,Prepare informational or reference materials.,Prepare informational or instructional materials.,Documenting/Recording Information,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",secretaries and administrative assistants except legal medical and executive,43-6014.00,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",43-6014,43-6014.00,Secretaries and Administrative Assistants,Secretaries and Administrative Assistants,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.742799597180262,True,0.233051923076923,3.29,73.69,0.0256008626926052,0.2,E1,E2,47540.0,41630.0,48530.0,47940.0,37630.0,55400.0,48690.0,57210.0,47970.0,59910.0,45900.0,41600.0,50830.0,43710.0,48310.0,44270.0,45150.0,42270.0,44200.0,38790.0,49820.0,48680.0,57940.0,46020.0,51400.0,37340.0,43540.0,43940.0,46760.0,46570.0,48080.0,50260.0,46450.0,49600.0,45790.0,47480.0,46230.0,39660.0,51740.0,46270.0,52140.0,44880.0,41700.0,45810.0,45140.0,47050.0,48920.0,47620.0,57330.0,40370.0,47710.0,45450.0,36030.0,25730.0,44040.0,1706790.0,45050.0,5390.0,31220.000000000004,8590.0,158630.0,29120.0,22650.0,6320.0,11800.0,104000.0,44430.0,7020.0,7570.0,74280.0,20100.0,12830.0,32120.000000000004,18420.0,28040.0,6740.0,54890.0,37750.0,40830.0,31330.0,14720.0,33180.0,4520.0,16240.000000000002,16790.0,9050.0,65960.0,25430.0,122490.0,43690.0,5800.0,54790.0,20120.0,23150.0,65310.0,5200.0,30180.0,6120.0,34580.0,149650.0,14870.0,3360.0,31580.000000000004,31710.0,8820.0,28100.0,2250.0,1610.0,17810.0,530.0
"Prepare correspondence, reports of inspections or investigations, or recommendations for action.",prepare correspondence reports of inspections or investigations or recommendations for action,Inform individuals or organizations of status or findings.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,Government Property Inspectors and Investigators,government property inspectors and investigators,13-1041.04,Government Property Inspectors and Investigators,13-1041,13-1041.04,Compliance Officers,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0678427585770207,4.931435826896625,False,1.3011657692307692,4.22,79.17,0.5799458259928497,0.6631380576784301,E1,E1,80730.0,72990.0,76430.0,74920.0,64680.0,96980.0,82450.0,91810.0,91050.0,111030.0,74920.0,70200.0,82590.0,75450.0,80550.0,78770.0,75620.0,69740.0,69240.0,70290.0,83740.0,84720.0,102060.0,77390.0,85920.0,67450.0,67270.0,66660.0,73920.0,78290.0,82800.0,100000.0,67990.0,90080.0,78500.0,79440.0,75030.0,63000.0,82990.0,85580.0,87620.0,75460.0,72630.0,63960.0,75370.0,67370.0,90420.0,80380.0,88790.0,64270.0,78800.0,79890.0,71930.0,48950.0,67990.0,77429.0,4199.0,920.0,13846.0,3475.0,55562.0,8622.0,3610.0,2395.0,4879.0,33061.0,16029.0,1415.0,1849.0,11863.0,5703.0,4077.0,3965.0,4857.0,4422.0,1994.0,11250.0,14692.0,10827.0,6839.0,1916.0,7797.0,1649.0,3865.0,4901.0,1927.0,14826.0,2673.0,26177.0,12609.0,990.0,12520.0,4712.0,5971.0,22066.0,970.0,5302.0,1259.0,7990.0,47786.0,4188.0,2183.0,16920.0,12398.0,1916.0,6360.0,646.0,290.0,6093.0,230.0
Prepare correspondence to inform concerned parties of licensing decisions or appeals processes.,prepare correspondence to inform concerned parties of licensing decisions or appeals processes,Inform individuals or organizations of status or findings.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,Compliance Officers,compliance officers,13-1041.00,Compliance Officers,13-1041,13-1041.00,Compliance Officers,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.9762,False,1.3253326923076922,4.07,64.28,0.2820156645253466,0.4,E1,E1,80730.0,72990.0,76430.0,74920.0,64680.0,96980.0,82450.0,91810.0,91050.0,111030.0,74920.0,70200.0,82590.0,75450.0,80550.0,78770.0,75620.0,69740.0,69240.0,70290.0,83740.0,84720.0,102060.0,77390.0,85920.0,67450.0,67270.0,66660.0,73920.0,78290.0,82800.0,100000.0,67990.0,90080.0,78500.0,79440.0,75030.0,63000.0,82990.0,85580.0,87620.0,75460.0,72630.0,63960.0,75370.0,67370.0,90420.0,80380.0,88790.0,64270.0,78800.0,79890.0,71930.0,48950.0,67990.0,20601.0,1117.0,920.0,3684.0,925.0,14782.0,2294.0,3610.0,637.0,1298.0,8796.0,4265.0,376.0,492.0,3156.0,1517.0,1085.0,1055.0,1292.0,1177.0,530.0,2993.0,3909.0,2881.0,1820.0,510.0,2075.0,439.0,1028.0,1304.0,513.0,3945.0,711.0,6964.0,3355.0,990.0,3331.0,1254.0,1588.0,5871.0,970.0,1411.0,335.0,7989.999999999999,12714.0,1114.0,581.0,4502.0,3298.0,510.0,1692.0,172.0,77.0,1621.0,230.0
"Prepare course materials, such as syllabi, homework assignments, and handouts.",prepare course materials such as syllabi homework assignments and handouts,Develop instructional materials.,Prepare informational or instructional materials.,Documenting/Recording Information,"Business Teachers, Postsecondary",business teachers postsecondary,25-1011.00,"Business Teachers, Postsecondary",25-1011,25-1011.00,"Business Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,9.540387924893544e-05,4.5807,False,0.4478688461538461,4.54,100.0,0.2263928114754098,0.6,E1,E1,99080.0,82170.0,168930.0,81600.0,64620.0,128470.0,78210.0,103750.0,130370.0,128370.0,78870.0,82820.0,76860.0,84190.0,94770.0,86640.0,83200.0,83310.0,80140.0,129040.0,83250.0,126560.0,103110.0,111190.0,95820.0,75680.0,100310.0,81490.0,88690.0,98920.0,83070.0,85250.0,83980.0,104490.0,79600.0,110050.0,79770.0,82060.0,100180.0,101760.0,103820.0,78830.0,72650.0,85950.0,101210.0,115870.0,101170.0,103860.0,100390.0,104480.0,96680.0,69550.0,99080.0,66340.0,99080.0,82150.0,1260.0,130.0,1240.0,450.0,5290.0,2080.0,1310.0,280.0,630.0,2900.0,1940.0,390.0,240.0,3580.0,2030.0,890.0,660.0,760.0,640.0,300.0,2280.0,4190.0,2240.0,980.0,530.0,1720.0,170.0,530.0,400.0,580.0,3190.0,410.0,7480.0,2960.0,250.0,3100.0,770.0,940.0,4630.0,360.0,1500.0,260.0,1260.0,7710.0,460.0,110.0,2450.0,1190.0,420.0,1940.0,150.0,35.0,450.0,17.0
"Prepare course materials, such as syllabi, homework assignments, and handouts.",prepare course materials such as syllabi homework assignments and handouts,Develop instructional materials.,Prepare informational or instructional materials.,Documenting/Recording Information,"Computer Science Teachers, Postsecondary",computer science teachers postsecondary,25-1021.00,"Computer Science Teachers, Postsecondary",25-1021,25-1021.00,"Math and Computer Science Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,9.540387924893544e-05,4.5807,False,0.810903076923077,4.59,97.9,0.4785050336378671,0.7999999999999999,E1,E1,96980.0,92640.0,96980.0,84050.0,56180.0,128210.0,80530.0,106290.0,102080.0,101380.0,76950.0,98030.0,96980.0,96980.0,98750.0,102660.0,89510.0,67400.0,83470.0,77530.0,99730.0,98850.0,128030.0,107690.0,85710.0,75520.0,90770.0,81560.0,94360.0,106640.0,83630.0,81500.0,79440.0,96450.0,80080.0,81400.0,91230.0,76570.0,107310.0,97500.0,100790.0,78240.0,75540.0,81600.0,97480.0,124460.0,94930.0,106780.0,90950.0,73880.0,97730.0,63900.0,96980.0,75050.0,96980.0,35480.0,500.0,74.0,700.0,160.0,2480.0,920.0,390.0,120.0,210.0,950.0,1160.0,142.0,120.0,1540.0,1240.0,290.0,260.0,310.0,200.0,120.0,830.0,1490.0,810.0,480.0,160.0,510.0,60.0,260.0,140.0,210.0,1440.0,200.0,3170.0,1650.0,90.0,1180.0,210.0,530.0,1520.0,160.0,380.0,150.0,560.0,3540.0,550.0,110.0,1670.0,800.0,270.0,510.0,40.0,15.0,230.0,7.0
"Prepare course materials, such as syllabi, homework assignments, and handouts.",prepare course materials such as syllabi homework assignments and handouts,Develop instructional materials.,Prepare informational or instructional materials.,Documenting/Recording Information,"Mathematical Science Teachers, Postsecondary",mathematical science teachers postsecondary,25-1022.00,"Mathematical Science Teachers, Postsecondary",25-1022,25-1022.00,"Math and Computer Science Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,9.540387924893544e-05,4.5807,False,0.4582165384615385,4.37,99.88,0.2638370662658157,0.804985363822556,E1,E1,79940.0,65900.0,79940.0,71230.0,54340.0,130680.0,81930.0,85020.0,101510.0,81880.0,60700.0,66440.0,79940.0,79940.0,77080.0,78780.0,80300.0,64330.0,65820.0,79940.0,81130.0,83360.0,85490.0,99330.0,85570.0,61760.0,74640.0,80610.0,79310.0,82540.0,91670.0,80660.0,66550.0,87230.0,73620.0,76770.0,81330.0,64660.0,91770.0,82170.0,95600.0,77580.0,64620.0,76240.0,76990.0,83270.0,84860.0,75830.0,85560.0,69370.0,80480.0,76910.0,79940.0,76750.0,79940.0,47670.0,850.0,99.0,680.0,290.0,3810.0,890.0,820.0,130.0,260.0,2660.0,1100.0,191.0,200.0,2390.0,1100.0,450.0,460.0,490.0,340.0,170.0,820.0,1880.0,1420.0,690.0,360.0,740.0,120.0,270.0,250.0,150.0,1660.0,400.0,4080.0,1870.0,120.0,1600.0,430.0,820.0,2000.0,260.0,700.0,130.0,870.0,4870.0,370.0,170.0,1570.0,820.0,210.0,780.0,110.0,20.0,150.0,10.0
"Prepare course materials, such as syllabi, homework assignments, and handouts.",prepare course materials such as syllabi homework assignments and handouts,Develop instructional materials.,Prepare informational or instructional materials.,Documenting/Recording Information,"Architecture Teachers, Postsecondary",architecture teachers postsecondary,25-1031.00,"Architecture Teachers, Postsecondary",25-1031,25-1031.00,"Engineering and Architecture Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,9.540387924893544e-05,4.5807,False,0.4293569230769231,4.44,100.0,0.2186499300889583,0.7,E1,E1,96870.0,80770.0,96870.0,96870.0,96870.0,103520.0,80530.0,122880.0,96870.0,84950.0,78960.0,96870.0,96870.0,96870.0,104580.0,84040.0,79100.0,85970.0,96870.0,83000.0,96870.0,102240.0,102920.0,100700.0,95560.0,77930.0,96870.0,77630.0,77540.0,96870.0,96870.0,83620.0,69820.0,126430.0,86850.0,96870.0,79520.0,81800.0,80640.0,101740.0,92010.0,76900.0,96870.0,79170.0,101040.0,102180.0,96870.0,105940.0,81950.0,96870.0,79980.0,96870.0,96870.0,126700.0,96870.0,7700.0,120.0,16.0,159.0,64.0,530.0,110.0,83.0,24.0,35.0,488.0,241.0,31.0,42.0,230.0,160.0,80.0,140.0,98.0,140.0,32.0,50.0,430.0,190.0,120.0,60.0,144.0,60.0,60.0,76.0,34.0,330.0,40.0,1460.0,150.0,21.0,290.0,50.0,250.0,440.0,100.0,90.0,22.0,80.0,770.0,50.0,15.0,230.0,100.0,35.0,50.0,14.0,3.0,46.0,2.0
"Prepare course materials, such as syllabi, homework assignments, and handouts.",prepare course materials such as syllabi homework assignments and handouts,Develop instructional materials.,Prepare informational or instructional materials.,Documenting/Recording Information,"Engineering Teachers, Postsecondary",engineering teachers postsecondary,25-1032.00,"Engineering Teachers, Postsecondary",25-1032,25-1032.00,"Engineering and Architecture Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,9.540387924893544e-05,4.5807,False,1.836216923076923,4.38,95.22,1.1262034739454092,0.7999999999999999,E1,E1,109270.0,103580.0,109600.0,108540.0,104210.0,137280.0,104070.0,124350.0,130730.0,101970.0,97340.0,131260.0,109270.0,112240.0,135430.0,106010.0,103360.0,115160.0,110810.0,125930.0,88750.0,117200.0,134850.0,127230.0,108390.0,100440.0,109270.0,101170.0,95860.0,107890.0,127070.0,109910.0,105410.0,106240.0,109270.0,109710.0,102410.0,99790.0,106840.0,82070.0,102690.0,103420.0,97700.0,100640.0,123280.0,105180.0,104110.0,121880.0,119960.0,100400.0,112830.0,103380.0,109270.0,83150.0,109270.0,40270.0,650.0,40.0,370.0,120.0,2720.0,1100.0,640.0,210.0,140.0,2555.0,700.0,161.0,180.0,1040.0,1500.0,430.0,280.0,340.0,300.0,180.0,690.0,2610.0,2120.0,560.0,330.0,620.0,280.0,390.0,290.0,170.0,1270.0,290.0,3240.0,1450.0,220.0,1260.0,470.0,610.0,2990.0,129.0,490.0,120.0,790.0,4080.0,320.0,90.0,1070.0,820.0,240.0,720.0,120.0,17.0,430.0,8.0
"Prepare course materials, such as syllabi, homework assignments, and handouts.",prepare course materials such as syllabi homework assignments and handouts,Develop instructional materials.,Prepare informational or instructional materials.,Documenting/Recording Information,"Agricultural Sciences Teachers, Postsecondary",agricultural sciences teachers postsecondary,25-1041.00,"Agricultural Sciences Teachers, Postsecondary",25-1041,25-1041.00,"Life Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,9.540387924893544e-05,4.5807,False,0.4891257692307692,4.06,96.94,0.1690061773660416,0.5,E1,E1,98700.0,80030.0,98700.0,73500.0,74340.0,109930.0,81920.0,125350.0,126770.0,98700.0,62420.0,104330.0,98700.0,105690.0,105440.0,74480.0,101080.0,112480.0,84100.0,98700.0,92480.0,129920.0,98700.0,136130.0,100410.0,69930.0,78730.0,93470.0,97640.0,98700.0,98700.0,131380.0,108290.0,98700.0,102560.0,108130.0,46160.0,64080.0,100930.0,98700.0,98700.0,98700.0,98220.0,128270.0,105370.0,64500.0,106680.0,105330.0,82960.0,98700.0,82950.0,98660.0,98700.0,85850.0,98700.0,8920.0,280.0,19.0,80.0,170.0,400.0,160.0,80.0,70.0,40.0,120.0,380.0,36.0,80.0,340.0,160.0,230.0,200.0,200.0,110.0,70.0,90.0,207.0,240.0,280.0,230.0,210.0,160.0,250.0,88.0,39.0,50.0,80.0,552.0,500.0,90.0,60.0,410.0,290.0,60.0,29.0,131.0,110.0,350.0,1170.0,90.0,60.0,230.0,160.0,50.0,370.0,90.0,4.0,80.0,2.0
"Prepare course materials, such as syllabi, homework assignments, and handouts.",prepare course materials such as syllabi homework assignments and handouts,Develop instructional materials.,Prepare informational or instructional materials.,Documenting/Recording Information,"Forestry and Conservation Science Teachers, Postsecondary",forestry and conservation science teachers postsecondary,25-1043.00,"Forestry and Conservation Science Teachers, Postsecondary",25-1043,25-1043.00,"Life Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,9.540387924893544e-05,4.5807,False,1.1783184615384616,4.68,100.0,0.7952208335587654,0.7999999999999999,E1,E1,101420.0,80380.0,101420.0,115730.0,101420.0,61730.0,101420.0,101420.0,101420.0,101420.0,101420.0,94310.0,101420.0,101420.0,101420.0,102330.0,101420.0,101420.0,101420.0,101420.0,82280.0,101420.0,101420.0,138130.0,82670.0,101420.0,79820.0,104220.0,101420.0,101420.0,101420.0,101420.0,101420.0,101420.0,108430.0,101420.0,101420.0,101420.0,126930.0,101420.0,101420.0,101420.0,101420.0,101420.0,101420.0,101420.0,101420.0,132820.0,104490.0,84450.0,98410.0,101420.0,101420.0,101420.0,101420.0,1520.0,80.0,3.0,60.0,13.0,110.0,28.0,16.0,5.0,7.0,96.0,40.0,6.0,8.0,59.0,40.0,15.0,14.0,19.0,19.0,50.0,27.0,35.0,60.0,180.0,11.0,70.0,60.0,10.0,15.0,7.0,42.0,8.0,94.0,90.0,4.0,54.0,17.0,210.0,59.0,5.0,22.0,4.0,32.0,137.0,17.0,3.0,60.0,40.0,40.0,40.0,3.0,1.0,9.0,0.0
"Prepare course materials, such as syllabi, homework assignments, and handouts.",prepare course materials such as syllabi homework assignments and handouts,Develop instructional materials.,Prepare informational or instructional materials.,Documenting/Recording Information,"Atmospheric, Earth, Marine, and Space Sciences Teachers, Postsecondary",atmospheric earth marine and space sciences teachers postsecondary,25-1051.00,"Atmospheric, Earth, Marine, and Space Sciences Teachers, Postsecondary",25-1051,25-1051.00,"Physical Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,9.540387924893544e-05,4.5807,False,0.5233253846153846,4.15,100.0,0.3838976296676079,0.92623169361336,E1,E1,103170.0,81940.0,103170.0,110600.0,103170.0,133230.0,79190.0,123770.0,103170.0,103170.0,81980.0,94790.0,103170.0,103170.0,87150.0,99970.0,97660.0,101750.0,95830.0,103170.0,95320.0,107700.0,108930.0,104780.0,102900.0,77670.0,102200.0,103170.0,103170.0,105860.0,130230.0,131930.0,106990.0,87350.0,102980.0,98000.0,94890.0,104270.0,128140.0,105650.0,103170.0,76500.0,63160.0,85020.0,105080.0,97240.0,103170.0,119940.0,103070.0,81850.0,107370.0,100240.0,103170.0,103170.0,103170.0,9900.0,90.0,21.0,240.0,82.0,1410.0,340.0,230.0,31.0,44.0,350.0,50.0,40.0,54.0,150.0,130.0,50.0,80.0,40.0,122.0,130.0,180.0,470.0,180.0,90.0,120.0,130.0,32.0,65.0,60.0,50.0,270.0,50.0,1730.0,360.0,60.0,150.0,30.0,340.0,220.0,32.0,80.0,70.0,120.0,690.0,180.0,19.0,230.0,210.0,40.0,130.0,50.0,4.0,59.0,2.0
"Prepare course materials, such as syllabi, homework assignments, and handouts.",prepare course materials such as syllabi homework assignments and handouts,Develop instructional materials.,Prepare informational or instructional materials.,Documenting/Recording Information,"Chemistry Teachers, Postsecondary",chemistry teachers postsecondary,25-1052.00,"Chemistry Teachers, Postsecondary",25-1052,25-1052.00,"Physical Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,9.540387924893544e-05,4.5807,False,0.8679630769230768,4.36,100.0,0.470310050962117,0.7,E1,E1,93250.0,76430.0,93250.0,103790.0,64720.0,132960.0,96600.0,78820.0,104610.0,103370.0,77630.0,85300.0,93250.0,93250.0,97860.0,81530.0,82050.0,93830.0,82550.0,83680.0,85250.0,101530.0,108270.0,101030.0,104380.0,66420.0,83000.0,84680.0,85050.0,101640.0,102220.0,81600.0,85240.0,99880.0,78620.0,111020.0,77910.0,64450.0,101350.0,95070.0,100920.0,81200.0,75810.0,79150.0,81810.0,102110.0,78560.0,80330.0,85970.0,81830.0,83480.0,82830.0,93250.0,78640.0,93250.0,19980.0,310.0,42.0,210.0,110.0,1650.0,330.0,350.0,80.0,100.0,340.0,500.0,80.0,60.0,880.0,530.0,230.0,170.0,250.0,140.0,70.0,310.0,820.0,560.0,430.0,130.0,460.0,80.0,150.0,60.0,70.0,750.0,80.0,1840.0,900.0,60.0,700.0,220.0,460.0,1270.0,110.0,270.0,70.0,370.0,1470.0,200.0,90.0,760.0,390.0,90.0,450.0,30.0,9.0,210.0,4.0
"Prepare course materials, such as syllabi, homework assignments, and handouts.",prepare course materials such as syllabi homework assignments and handouts,Develop instructional materials.,Prepare informational or instructional materials.,Documenting/Recording Information,"Environmental Science Teachers, Postsecondary",environmental science teachers postsecondary,25-1053.00,"Environmental Science Teachers, Postsecondary",25-1053,25-1053.00,"Physical Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,9.540387924893544e-05,4.5807,False,0.532163076923077,4.24,97.84,0.4292607305159378,1.1,E1,E1,94980.0,64700.0,94980.0,81730.0,59910.0,108290.0,78800.0,94980.0,94980.0,99300.0,77830.0,84290.0,94980.0,94980.0,104440.0,78400.0,79570.0,94980.0,139110.0,94980.0,92120.0,131060.0,106110.0,112730.0,93640.0,76210.0,83210.0,97890.0,94980.0,94820.0,102650.0,82890.0,111270.0,102640.0,82360.0,94980.0,82920.0,113680.0,90270.0,91640.0,94980.0,99540.0,94980.0,98560.0,79160.0,103510.0,102580.0,104730.0,101430.0,94980.0,79120.0,94980.0,94980.0,94980.0,94980.0,6690.0,40.0,14.0,190.0,40.0,300.0,210.0,120.0,21.0,30.0,80.0,330.0,27.0,37.0,170.0,70.0,40.0,61.0,70.0,83.0,30.0,220.0,280.0,270.0,120.0,50.0,100.0,60.0,44.0,50.0,90.0,350.0,50.0,610.0,210.0,18.0,210.0,30.0,170.0,240.0,21.0,130.0,20.0,100.0,380.0,40.0,100.0,300.0,190.0,30.0,160.0,12.0,3.0,40.0,1.0
"Prepare course materials, such as syllabi, homework assignments, and handouts.",prepare course materials such as syllabi homework assignments and handouts,Develop instructional materials.,Prepare informational or instructional materials.,Documenting/Recording Information,"Physics Teachers, Postsecondary",physics teachers postsecondary,25-1054.00,"Physics Teachers, Postsecondary",25-1054,25-1054.00,"Physical Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,9.540387924893544e-05,4.5807,False,0.74846,4.47,100.0,0.4618759344262295,0.7999999999999999,E1,E1,100310.0,82750.0,100310.0,65730.0,64900.0,139420.0,99280.0,112410.0,108810.0,85190.0,74050.0,101580.0,100310.0,106040.0,94900.0,102970.0,104270.0,97140.0,80270.0,90040.0,104270.0,110980.0,111280.0,109090.0,107240.0,71160.0,99970.0,98050.0,98460.0,96330.0,99050.0,98920.0,108850.0,103100.0,87370.0,101700.0,96310.0,91580.0,104320.0,98370.0,100310.0,81210.0,86010.0,80630.0,97760.0,99860.0,98390.0,104490.0,96930.0,98320.0,89630.0,100310.0,100310.0,83830.0,100310.0,13090.0,170.0,27.0,350.0,30.0,1130.0,280.0,260.0,70.0,130.0,180.0,210.0,52.0,50.0,540.0,270.0,120.0,110.0,160.0,90.0,60.0,300.0,680.0,460.0,250.0,100.0,230.0,70.0,70.0,90.0,40.0,530.0,70.0,1080.0,440.0,40.0,420.0,90.0,230.0,580.0,42.0,150.0,30.0,340.0,1110.0,120.0,50.0,610.0,310.0,50.0,210.0,23.0,6.0,80.0,3.0
"Prepare course materials, such as syllabi, homework assignments, and handouts.",prepare course materials such as syllabi homework assignments and handouts,Develop instructional materials.,Prepare informational or instructional materials.,Documenting/Recording Information,"Anthropology and Archeology Teachers, Postsecondary",anthropology and archeology teachers postsecondary,25-1061.00,"Anthropology and Archeology Teachers, Postsecondary",25-1061,25-1061.00,"Social Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,9.540387924893544e-05,4.5807,False,1.0828292307692309,4.43,100.0,0.7877103116087695,0.9162218398740246,E1,E1,99650.0,99650.0,101700.0,80720.0,99650.0,128370.0,78780.0,112860.0,99650.0,106470.0,76460.0,99650.0,99650.0,99650.0,84790.0,85460.0,86390.0,99650.0,102140.0,99650.0,85900.0,104770.0,107390.0,104890.0,97660.0,99650.0,130500.0,99650.0,99650.0,99650.0,99650.0,82910.0,104510.0,99500.0,64380.0,99650.0,76440.0,99650.0,103110.0,100880.0,99650.0,80370.0,99650.0,98160.0,102060.0,78720.0,99650.0,94260.0,86160.0,99650.0,77750.0,99650.0,99650.0,99650.0,99650.0,5240.0,71.0,40.0,100.0,44.0,630.0,170.0,100.0,16.0,50.0,60.0,164.0,21.0,29.0,180.0,110.0,40.0,48.0,60.0,65.0,40.0,70.0,250.0,170.0,90.0,39.0,160.0,17.0,34.0,52.0,23.0,190.0,40.0,670.0,250.0,14.0,180.0,57.0,140.0,140.0,17.0,40.0,15.0,80.0,280.0,60.0,10.0,230.0,140.0,23.0,90.0,9.0,2.0,31.0,1.0
"Prepare course materials, such as syllabi, homework assignments, and handouts.",prepare course materials such as syllabi homework assignments and handouts,Develop instructional materials.,Prepare informational or instructional materials.,Documenting/Recording Information,"Area, Ethnic, and Cultural Studies Teachers, Postsecondary",area ethnic and cultural studies teachers postsecondary,25-1062.00,"Area, Ethnic, and Cultural Studies Teachers, Postsecondary",25-1062,25-1062.00,"Social Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,9.540387924893544e-05,4.5807,False,0.8729784615384615,4.46,99.4,0.4403341759031549,0.6,E1,E1,85020.0,63090.0,81700.0,75680.0,85020.0,105220.0,79190.0,99900.0,85020.0,101700.0,66520.0,77630.0,85020.0,85020.0,90030.0,84970.0,85020.0,107120.0,74690.0,85020.0,103060.0,91330.0,100470.0,87840.0,81580.0,85020.0,85020.0,78690.0,85020.0,85020.0,125450.0,97500.0,85020.0,101800.0,66470.0,85020.0,80060.0,76600.0,80310.0,96010.0,104460.0,64500.0,85020.0,75060.0,72250.0,82990.0,85020.0,85960.0,81410.0,71200.0,78770.0,76170.0,85020.0,46660.0,85020.0,11300.0,50.0,80.0,240.0,94.0,770.0,160.0,310.0,35.0,230.0,120.0,450.0,45.0,62.0,220.0,260.0,113.0,90.0,90.0,140.0,50.0,520.0,610.0,460.0,280.0,84.0,212.0,90.0,74.0,112.0,80.0,480.0,63.0,1520.0,590.0,31.0,390.0,50.0,340.0,260.0,36.0,130.0,33.0,60.0,830.0,40.0,22.0,300.0,240.0,40.0,180.0,40.0,5.0,68.0,2.0
"Prepare course materials, such as syllabi, homework assignments, and handouts.",prepare course materials such as syllabi homework assignments and handouts,Develop instructional materials.,Prepare informational or instructional materials.,Documenting/Recording Information,"Economics Teachers, Postsecondary",economics teachers postsecondary,25-1063.00,"Economics Teachers, Postsecondary",25-1063,25-1063.00,"Social Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,9.540387924893544e-05,4.5807,False,0.7330615384615385,4.45,95.81,0.3262967468032944,0.6,E1,E1,123920.0,101250.0,123920.0,137250.0,76610.0,137360.0,98870.0,155950.0,123920.0,161860.0,91140.0,117600.0,123920.0,123920.0,124850.0,105390.0,85090.0,103490.0,106250.0,132670.0,125960.0,133540.0,164410.0,129400.0,108460.0,88290.0,116530.0,123920.0,130980.0,123920.0,201610.0,109880.0,110020.0,127500.0,114200.0,123920.0,105930.0,107260.0,136450.0,117970.0,123920.0,109060.0,85700.0,104560.0,118530.0,128370.0,134850.0,128790.0,96500.0,91170.0,99970.0,123920.0,123920.0,123920.0,123920.0,11560.0,90.0,24.0,100.0,40.0,770.0,270.0,300.0,36.0,220.0,150.0,370.0,46.0,63.0,460.0,150.0,80.0,130.0,120.0,70.0,70.0,200.0,750.0,350.0,250.0,70.0,150.0,38.0,90.0,115.0,80.0,410.0,60.0,1240.0,490.0,32.0,410.0,110.0,180.0,610.0,37.0,110.0,40.0,250.0,770.0,150.0,80.0,460.0,190.0,40.0,310.0,21.0,5.0,69.0,2.0
"Prepare course materials, such as syllabi, homework assignments, and handouts.",prepare course materials such as syllabi homework assignments and handouts,Develop instructional materials.,Prepare informational or instructional materials.,Documenting/Recording Information,"Geography Teachers, Postsecondary",geography teachers postsecondary,25-1064.00,"Geography Teachers, Postsecondary",25-1064,25-1064.00,"Social Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,9.540387924893544e-05,4.5807,False,1.3595092307692307,4.55,100.0,0.8747734406887183,0.7999999999999999,E1,E1,97590.0,97590.0,97590.0,82510.0,97590.0,146040.0,97590.0,105470.0,97590.0,97590.0,97590.0,85420.0,97590.0,97590.0,100790.0,82830.0,97590.0,97590.0,86790.0,97590.0,97590.0,103430.0,101870.0,81380.0,95890.0,75130.0,83530.0,97590.0,72300.0,97590.0,97590.0,78540.0,89060.0,100420.0,84630.0,97590.0,81290.0,84170.0,113500.0,97120.0,97590.0,85810.0,97590.0,81220.0,99510.0,97590.0,107790.0,97590.0,90550.0,97590.0,78710.0,97590.0,97590.0,97590.0,97590.0,3330.0,45.0,7.0,110.0,28.0,280.0,61.0,40.0,10.0,15.0,211.0,60.0,13.0,18.0,140.0,70.0,33.0,31.0,50.0,41.0,14.0,110.0,60.0,80.0,120.0,50.0,40.0,11.0,40.0,33.0,15.0,50.0,30.0,200.0,160.0,9.0,150.0,50.0,180.0,220.0,11.0,80.0,10.0,80.0,180.0,37.0,40.0,87.0,100.0,15.0,70.0,6.0,1.0,20.0,1.0
"Prepare course materials, such as syllabi, homework assignments, and handouts.",prepare course materials such as syllabi homework assignments and handouts,Develop instructional materials.,Prepare informational or instructional materials.,Documenting/Recording Information,"Political Science Teachers, Postsecondary",political science teachers postsecondary,25-1065.00,"Political Science Teachers, Postsecondary",25-1065,25-1065.00,"Social Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,9.540387924893544e-05,4.5807,False,0.294085,4.34,100.0,0.1187094836065573,0.6,E1,E1,98070.0,77860.0,98070.0,99910.0,58350.0,124890.0,98070.0,100230.0,98070.0,102310.0,77860.0,79870.0,98070.0,98070.0,100700.0,83770.0,80160.0,78800.0,78670.0,88090.0,96760.0,105630.0,128150.0,107060.0,97170.0,59270.0,94500.0,109050.0,86380.0,93300.0,124110.0,100260.0,80640.0,104050.0,78760.0,98070.0,80090.0,63400.0,83580.0,97230.0,101320.0,78650.0,72580.0,81330.0,86950.0,80610.0,107490.0,101430.0,101140.0,77420.0,83190.0,84750.0,98070.0,98070.0,98070.0,16970.0,180.0,35.0,190.0,80.0,1060.0,312.0,320.0,53.0,1120.0,270.0,470.0,68.0,93.0,460.0,630.0,100.0,80.0,140.0,70.0,60.0,370.0,920.0,380.0,250.0,90.0,280.0,55.0,50.0,70.0,90.0,650.0,40.0,1460.0,440.0,47.0,460.0,90.0,540.0,660.0,170.0,210.0,30.0,250.0,1890.0,70.0,80.0,830.0,450.0,70.0,290.0,40.0,7.0,102.0,3.0
"Prepare course materials, such as syllabi, homework assignments, and handouts.",prepare course materials such as syllabi homework assignments and handouts,Develop instructional materials.,Prepare informational or instructional materials.,Documenting/Recording Information,"Psychology Teachers, Postsecondary",psychology teachers postsecondary,25-1066.00,"Psychology Teachers, Postsecondary",25-1066,25-1066.00,"Social Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,9.540387924893544e-05,4.5807,False,0.35966,4.2,98.77,0.1297520985679217,0.5,E1,E1,80340.0,75340.0,79040.0,78610.0,60730.0,107340.0,76810.0,84500.0,102340.0,101250.0,69050.0,79440.0,80340.0,83010.0,77860.0,77820.0,78450.0,79730.0,74520.0,91340.0,81660.0,101430.0,82930.0,99900.0,82640.0,62590.0,79240.0,77120.0,77340.0,81300.0,95030.0,80790.0,83600.0,100720.0,75260.0,97110.0,78530.0,61720.0,80060.0,75960.0,94360.0,74890.0,65020.0,76010.0,77060.0,93090.0,81100.0,77950.0,78330.0,74280.0,77580.0,65050.0,80340.0,66580.0,80340.0,41530.0,610.0,70.0,940.0,190.0,4410.0,960.0,920.0,129.0,340.0,1120.0,820.0,166.0,180.0,2260.0,760.0,320.0,230.0,590.0,140.0,110.0,640.0,2640.0,920.0,760.0,260.0,590.0,90.0,170.0,140.0,110.0,1630.0,100.0,4070.0,1100.0,60.0,1500.0,410.0,660.0,2120.0,180.0,390.0,70.0,790.0,3380.0,200.0,100.0,1050.0,840.0,150.0,630.0,80.0,18.0,400.0,9.0
"Prepare course materials, such as syllabi, homework assignments, and handouts.",prepare course materials such as syllabi homework assignments and handouts,Develop instructional materials.,Prepare informational or instructional materials.,Documenting/Recording Information,"Sociology Teachers, Postsecondary",sociology teachers postsecondary,25-1067.00,"Sociology Teachers, Postsecondary",25-1067,25-1067.00,"Social Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,9.540387924893544e-05,4.5807,False,0.4774046153846153,4.34,99.87,0.2860634617620045,0.7999999999999999,E1,E1,84290.0,73670.0,84290.0,78430.0,62390.0,127680.0,78630.0,101490.0,123710.0,103160.0,63470.0,84330.0,84290.0,84140.0,82610.0,79880.0,81910.0,78630.0,61260.0,83700.0,76010.0,95980.0,96790.0,102870.0,87340.0,70860.0,77800.0,75880.0,76230.0,87480.0,112890.0,78350.0,77740.0,97540.0,76430.0,84290.0,79690.0,64900.0,101960.0,99660.0,84290.0,78410.0,64210.0,77370.0,81220.0,99350.0,87620.0,78120.0,83140.0,77380.0,84960.0,84290.0,84290.0,84090.0,84290.0,11850.0,210.0,25.0,230.0,30.0,810.0,220.0,320.0,37.0,70.0,230.0,230.0,48.0,50.0,440.0,290.0,140.0,110.0,150.0,80.0,80.0,200.0,580.0,370.0,240.0,90.0,100.0,30.0,70.0,100.0,40.0,550.0,50.0,1130.0,550.0,33.0,550.0,120.0,150.0,440.0,38.0,120.0,40.0,190.0,1040.0,70.0,40.0,400.0,200.0,60.0,450.0,21.0,5.0,70.0,2.0
"Prepare course materials, such as syllabi, homework assignments, and handouts.",prepare course materials such as syllabi homework assignments and handouts,Develop instructional materials.,Prepare informational or instructional materials.,Documenting/Recording Information,"Health Specialties Teachers, Postsecondary",health specialties teachers postsecondary,25-1071.00,"Health Specialties Teachers, Postsecondary",25-1071,25-1071.00,"Health Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,9.540387924893544e-05,4.5807,False,0.1731584615384615,4.36,97.71,0.0819725654215342,0.7,E1,E1,107310.0,92310.0,73890.0,99000.0,124890.0,165110.0,136930.0,107310.0,105780.0,167520.0,88710.0,106960.0,81480.0,101910.0,92860.0,98170.0,128490.0,86700.0,83680.0,125130.0,103090.0,108160.0,134520.0,108970.0,103510.0,137220.0,130490.0,101220.0,80960.0,77160.0,85250.0,96630.0,134600.0,131220.0,103220.0,100760.0,74720.0,76450.0,103180.0,107920.0,103780.0,82480.0,78720.0,98870.0,108150.0,168060.0,107500.0,106880.0,137520.0,60300.0,81500.0,93480.0,107310.0,85320.0,107310.0,221270.0,3360.0,460.0,3620.0,2080.0,17350.0,7800.0,7370.0,260.0,1460.0,8500.0,4860.0,290.0,1212.0,7740.0,4880.0,3230.0,1060.0,1380.0,2250.0,730.0,7460.0,10250.0,3430.0,3050.0,1890.0,5700.0,370.0,2760.0,1230.0,430.0,2960.0,1430.0,21410.0,9240.0,510.0,5670.0,950.0,2170.0,14890.0,480.0,1030.0,270.0,4400.0,18960.0,3520.0,1170.0,5040.0,4510.0,2400.0,4410.0,230.0,94.0,1480.0,45.0
"Prepare course materials, such as syllabi, homework assignments, and handouts.",prepare course materials such as syllabi homework assignments and handouts,Develop instructional materials.,Prepare informational or instructional materials.,Documenting/Recording Information,"Nursing Instructors and Teachers, Postsecondary",nursing instructors and teachers postsecondary,25-1072.00,"Nursing Instructors and Teachers, Postsecondary",25-1072,25-1072.00,"Health Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,9.540387924893544e-05,4.5807,False,0.3915934615384615,4.41,96.95,0.1901922232562578,0.7,E1,E1,80250.0,79690.0,85650.0,78980.0,63090.0,81960.0,82530.0,95500.0,98170.0,107770.0,82410.0,77720.0,129530.0,90890.0,79150.0,76080.0,77360.0,62870.0,71920.0,79960.0,79600.0,84050.0,85130.0,78870.0,81280.0,75060.0,76340.0,77980.0,82720.0,96500.0,78310.0,76980.0,79380.0,82950.0,80400.0,80710.0,76700.0,67840.0,78050.0,78460.0,78340.0,79540.0,66630.0,80050.0,84930.0,82320.0,66660.0,82550.0,81630.0,62210.0,84700.0,72590.0,80250.0,58210.0,80250.0,77960.0,1460.0,162.0,1930.0,830.0,5610.0,1350.0,1380.0,240.0,110.0,4320.0,1590.0,1890.0,430.0,4940.0,1520.0,770.0,470.0,1130.0,440.0,420.0,840.0,2280.0,1740.0,1340.0,1050.0,1040.0,240.0,300.0,870.0,320.0,2000.0,320.0,6340.0,2560.0,150.0,4290.0,640.0,450.0,4290.0,260.0,1150.0,250.0,1150.0,6830.0,580.0,151.0,1670.0,1300.0,400.0,1760.0,150.0,33.0,380.0,16.0
"Prepare course materials, such as syllabi, homework assignments, and handouts.",prepare course materials such as syllabi homework assignments and handouts,Develop instructional materials.,Prepare informational or instructional materials.,Documenting/Recording Information,"Education Teachers, Postsecondary",education teachers postsecondary,25-1081.00,"Education Teachers, Postsecondary",25-1081,25-1081.00,"Education and Library Science Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,9.540387924893544e-05,4.5807,False,0.334963076923077,4.33,99.89,0.1574414192365012,0.7,E1,E1,75350.0,63730.0,75350.0,78520.0,74500.0,111850.0,66870.0,80620.0,75350.0,80810.0,63640.0,62510.0,49800.0,65720.0,61560.0,66150.0,62090.0,63010.0,61450.0,83710.0,77050.0,78820.0,79980.0,79910.0,78950.0,61860.0,65910.0,70320.0,78950.0,74240.0,49250.0,77600.0,64830.0,82020.0,70050.0,77540.0,62400.0,60880.0,73880.0,74910.0,80030.0,66690.0,63350.0,72390.0,68280.0,77090.0,78100.0,77060.0,75170.0,63270.0,74790.0,66350.0,75350.0,64790.0,75350.0,60830.0,840.0,127.0,1590.0,250.0,3100.0,1060.0,900.0,120.0,230.0,1290.0,1750.0,460.0,170.0,3930.0,1830.0,690.0,590.0,620.0,460.0,190.0,870.0,2050.0,1140.0,950.0,430.0,1140.0,130.0,600.0,310.0,630.0,2580.0,290.0,5430.0,2130.0,230.0,2120.0,560.0,1240.0,3390.0,190.0,1270.0,190.0,950.0,6400.0,330.0,170.0,1630.0,1270.0,320.0,1540.0,80.0,26.0,280.0,12.0
"Prepare course materials, such as syllabi, homework assignments, and handouts.",prepare course materials such as syllabi homework assignments and handouts,Develop instructional materials.,Prepare informational or instructional materials.,Documenting/Recording Information,"Library Science Teachers, Postsecondary",library science teachers postsecondary,25-1082.00,"Library Science Teachers, Postsecondary",25-1082,25-1082.00,"Education and Library Science Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,9.540387924893544e-05,4.5807,False,0.1556969230769231,4.58,92.94,0.0560680548408439,0.6,E1,E1,80340.0,76340.0,80340.0,80340.0,80340.0,125640.0,80340.0,80340.0,80340.0,80340.0,75500.0,72510.0,80340.0,80340.0,80760.0,83330.0,83950.0,66100.0,63660.0,80340.0,80340.0,123170.0,80850.0,83370.0,83710.0,59920.0,74800.0,80340.0,66190.0,80340.0,80340.0,85130.0,80340.0,76060.0,79460.0,80340.0,82610.0,65620.0,81890.0,86250.0,80340.0,65310.0,80340.0,76940.0,76940.0,80340.0,80340.0,82880.0,104540.0,80340.0,80340.0,80340.0,80340.0,68350.0,80340.0,3630.0,130.0,8.0,75.0,30.0,310.0,67.0,39.0,11.0,16.0,100.0,110.0,15.0,20.0,390.0,80.0,40.0,60.0,60.0,45.0,15.0,90.0,50.0,70.0,110.0,100.0,60.0,12.0,40.0,36.0,16.0,120.0,20.0,210.0,250.0,10.0,50.0,80.0,90.0,30.0,12.0,40.0,11.0,210.0,180.0,40.0,7.0,100.0,90.0,16.0,68.0,7.0,2.0,40.0,1.0
"Prepare course materials, such as syllabi, homework assignments, and handouts.",prepare course materials such as syllabi homework assignments and handouts,Develop instructional materials.,Prepare informational or instructional materials.,Documenting/Recording Information,"Criminal Justice and Law Enforcement Teachers, Postsecondary",criminal justice and law enforcement teachers postsecondary,25-1111.00,"Criminal Justice and Law Enforcement Teachers, Postsecondary",25-1111,25-1111.00,"Law, Criminal Justice, and Social Work Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,9.540387924893544e-05,4.5807,False,0.5059726923076924,4.23,100.0,0.3058892043050458,0.7999999999999999,E1,E1,76590.0,65280.0,76590.0,71230.0,62380.0,139720.0,122050.0,73090.0,80510.0,76590.0,61550.0,71510.0,76590.0,76590.0,66040.0,68340.0,79690.0,50270.0,60280.0,82100.0,76590.0,99600.0,79500.0,76770.0,83060.0,78520.0,70500.0,76590.0,61650.0,67440.0,79190.0,71610.0,76590.0,82770.0,63020.0,67720.0,76610.0,62990.0,93960.0,94710.0,84270.0,76960.0,76590.0,62090.0,77270.0,76650.0,76590.0,76590.0,72700.0,76730.0,81890.0,69530.0,76590.0,76590.0,76590.0,13150.0,130.0,27.0,310.0,60.0,1460.0,370.0,200.0,40.0,59.0,840.0,320.0,53.0,72.0,480.0,170.0,80.0,70.0,100.0,70.0,54.0,220.0,380.0,360.0,100.0,110.0,360.0,43.0,70.0,60.0,40.0,530.0,73.0,880.0,1220.0,40.0,420.0,90.0,70.0,790.0,70.0,150.0,38.0,190.0,1150.0,80.0,26.0,270.0,120.0,90.0,300.0,40.0,6.0,79.0,3.0
"Prepare course materials, such as syllabi, homework assignments, and handouts.",prepare course materials such as syllabi homework assignments and handouts,Develop instructional materials.,Prepare informational or instructional materials.,Documenting/Recording Information,"Law Teachers, Postsecondary",law teachers postsecondary,25-1112.00,"Law Teachers, Postsecondary",25-1112,25-1112.00,"Law, Criminal Justice, and Social Work Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,9.540387924893544e-05,4.5807,False,0.7064103846153846,4.62,100.0,0.4251610223593024,0.7999999999999999,E1,E1,128500.0,135340.0,128500.0,131950.0,95630.0,119540.0,128500.0,128500.0,128500.0,134090.0,102720.0,128500.0,128500.0,106810.0,107700.0,139400.0,160700.0,138670.0,140820.0,128500.0,136400.0,139980.0,132010.0,141680.0,171790.0,74440.0,128500.0,128500.0,127690.0,128500.0,157800.0,135760.0,128500.0,132180.0,97090.0,128500.0,75930.0,128500.0,167010.0,121310.0,128490.0,162400.0,128500.0,128500.0,138160.0,68270.0,128500.0,136270.0,125210.0,128500.0,140940.0,128500.0,128500.0,128500.0,128500.0,20060.0,40.0,42.0,60.0,30.0,7800.0,368.0,217.0,62.0,670.0,720.0,150.0,80.0,40.0,470.0,180.0,90.0,50.0,120.0,248.0,50.0,180.0,840.0,330.0,80.0,40.0,376.0,66.0,100.0,199.0,90.0,470.0,112.0,2190.0,450.0,55.0,250.0,219.0,250.0,710.0,64.0,110.0,59.0,160.0,880.0,120.0,39.0,400.0,150.0,90.0,150.0,36.0,9.0,120.0,4.0
"Prepare course materials, such as syllabi, homework assignments, and handouts.",prepare course materials such as syllabi homework assignments and handouts,Develop instructional materials.,Prepare informational or instructional materials.,Documenting/Recording Information,"Art, Drama, and Music Teachers, Postsecondary",art drama and music teachers postsecondary,25-1121.00,"Art, Drama, and Music Teachers, Postsecondary",25-1121,25-1121.00,"Arts, Communications, History, and Humanities Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,9.540387924893544e-05,4.5807,False,0.5292965384615385,4.32,98.22,0.2818510772555866,0.7,E1,E1,78620.0,63540.0,78620.0,72060.0,60650.0,99410.0,70060.0,78600.0,103320.0,96900.0,63820.0,79870.0,78620.0,72300.0,62960.0,76050.0,77740.0,61260.0,64440.0,78710.0,79860.0,85590.0,85820.0,82990.0,77760.0,60580.0,75960.0,78420.0,75200.0,52870.0,79090.0,80100.0,76240.0,98850.0,73800.0,67190.0,78050.0,62200.0,76770.0,77280.0,97580.0,62420.0,63380.0,72030.0,77560.0,66220.0,97980.0,74870.0,77950.0,73280.0,77560.0,59190.0,78620.0,63500.0,78620.0,93560.0,900.0,195.0,1040.0,360.0,9820.0,1950.0,1430.0,150.0,350.0,2490.0,1910.0,375.0,250.0,4170.0,1920.0,910.0,640.0,900.0,720.0,340.0,1280.0,4960.0,2410.0,1310.0,540.0,1450.0,190.0,490.0,260.0,440.0,3300.0,380.0,14920.0,2880.0,130.0,3940.0,760.0,1440.0,4170.0,440.0,1290.0,200.0,1370.0,6730.0,790.0,180.0,2840.0,1400.0,340.0,1840.0,180.0,40.0,110.0,19.0
"Prepare course materials, such as syllabi, homework assignments, and handouts.",prepare course materials such as syllabi homework assignments and handouts,Develop instructional materials.,Prepare informational or instructional materials.,Documenting/Recording Information,"Communications Teachers, Postsecondary",communications teachers postsecondary,25-1122.00,"Communications Teachers, Postsecondary",25-1122,25-1122.00,"Arts, Communications, History, and Humanities Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,9.540387924893544e-05,4.5807,False,0.4576892307692308,4.62,100.0,0.1866757692307693,0.5,E1,E1,78580.0,63760.0,78580.0,71230.0,59810.0,135000.0,69200.0,97210.0,100260.0,83910.0,65740.0,73430.0,78580.0,78580.0,78150.0,65390.0,77700.0,64180.0,62380.0,77250.0,78000.0,83510.0,82610.0,87670.0,83380.0,61290.0,71830.0,78110.0,79180.0,82020.0,95760.0,77780.0,49880.0,84690.0,65850.0,78120.0,77660.0,66650.0,98900.0,77790.0,95910.0,79810.0,71300.0,66630.0,77050.0,77950.0,76120.0,73750.0,75330.0,77880.0,78780.0,76760.0,78580.0,82880.0,78580.0,29420.0,300.0,61.0,630.0,140.0,3140.0,560.0,280.0,60.0,180.0,1260.0,460.0,118.0,80.0,1580.0,670.0,320.0,300.0,470.0,170.0,60.0,440.0,1110.0,630.0,450.0,180.0,480.0,60.0,90.0,70.0,40.0,1380.0,400.0,2490.0,950.0,50.0,1390.0,230.0,490.0,1530.0,110.0,320.0,80.0,440.0,2880.0,180.0,60.0,790.0,420.0,110.0,640.0,50.0,13.0,50.0,6.0
"Prepare course materials, such as syllabi, homework assignments, and handouts.",prepare course materials such as syllabi homework assignments and handouts,Develop instructional materials.,Prepare informational or instructional materials.,Documenting/Recording Information,"English Language and Literature Teachers, Postsecondary",english language and literature teachers postsecondary,25-1123.00,"English Language and Literature Teachers, Postsecondary",25-1123,25-1123.00,"Arts, Communications, History, and Humanities Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,9.540387924893544e-05,4.5807,False,0.97734,4.68,100.0,0.3330931554693931,0.4,E1,E1,78760.0,62910.0,82770.0,76990.0,56520.0,130490.0,72910.0,97310.0,97100.0,82300.0,59740.0,65530.0,78760.0,78760.0,77570.0,69180.0,79720.0,62340.0,65090.0,60350.0,84290.0,83760.0,83980.0,90240.0,84200.0,60680.0,73070.0,73160.0,78450.0,85830.0,98650.0,78760.0,66450.0,84850.0,63370.0,63690.0,65140.0,53200.0,91870.0,80670.0,79190.0,64470.0,62960.0,64220.0,78900.0,73280.0,86870.0,67330.0,79840.0,63280.0,80800.0,62030.0,78760.0,73490.0,78760.0,57720.0,1040.0,90.0,870.0,320.0,5460.0,1220.0,940.0,179.0,410.0,2480.0,1140.0,231.0,316.0,2570.0,1000.0,510.0,460.0,540.0,430.0,230.0,830.0,2900.0,1730.0,920.0,530.0,1040.0,130.0,500.0,280.0,230.0,1950.0,230.0,6110.0,2140.0,120.0,2240.0,500.0,960.0,2530.0,540.0,840.0,110.0,1150.0,4310.0,420.0,170.0,1810.0,1000.0,250.0,840.0,140.0,25.0,130.0,12.0
"Prepare course materials, such as syllabi, homework assignments, and handouts.",prepare course materials such as syllabi homework assignments and handouts,Develop instructional materials.,Prepare informational or instructional materials.,Documenting/Recording Information,"Foreign Language and Literature Teachers, Postsecondary",foreign language and literature teachers postsecondary,25-1124.00,"Foreign Language and Literature Teachers, Postsecondary",25-1124,25-1124.00,"Arts, Communications, History, and Humanities Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,9.540387924893544e-05,4.5807,False,1.0697630769230768,4.75,100.0,0.7220154907586165,0.7999999999999999,E1,E1,79350.0,70580.0,76490.0,71230.0,62900.0,99860.0,77840.0,80630.0,101100.0,78930.0,76230.0,73370.0,79350.0,79350.0,81530.0,74590.0,79880.0,65890.0,65630.0,75410.0,96970.0,87280.0,98750.0,83190.0,80650.0,54670.0,76110.0,79970.0,79350.0,84980.0,101750.0,79060.0,71720.0,95120.0,63900.0,64540.0,74310.0,61580.0,91670.0,77210.0,79350.0,77790.0,81080.0,76350.0,75090.0,78570.0,79350.0,74000.0,78320.0,76340.0,78490.0,79350.0,79350.0,81050.0,79350.0,19830.0,110.0,80.0,360.0,120.0,2170.0,410.0,340.0,70.0,360.0,430.0,280.0,79.0,30.0,690.0,660.0,210.0,140.0,180.0,130.0,70.0,280.0,960.0,500.0,410.0,60.0,330.0,80.0,130.0,90.0,150.0,850.0,60.0,1520.0,690.0,30.0,960.0,80.0,510.0,1060.0,100.0,320.0,40.0,310.0,1460.0,180.0,170.0,890.0,370.0,40.0,450.0,36.0,8.0,150.0,4.0
"Prepare course materials, such as syllabi, homework assignments, and handouts.",prepare course materials such as syllabi homework assignments and handouts,Develop instructional materials.,Prepare informational or instructional materials.,Documenting/Recording Information,"History Teachers, Postsecondary",history teachers postsecondary,25-1125.00,"History Teachers, Postsecondary",25-1125,25-1125.00,"Arts, Communications, History, and Humanities Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,9.540387924893544e-05,4.5807,False,0.7375919230769231,4.68,100.0,0.2786266565651129,0.5,E1,E1,83820.0,66550.0,83820.0,97430.0,47860.0,127170.0,78410.0,101950.0,83820.0,85550.0,70880.0,79010.0,83820.0,83820.0,83940.0,79450.0,77040.0,74920.0,64600.0,78990.0,99610.0,97830.0,104900.0,99440.0,92970.0,63450.0,80680.0,75770.0,57150.0,81930.0,106880.0,99900.0,83700.0,100400.0,75070.0,83820.0,81080.0,66910.0,104330.0,98850.0,83820.0,73670.0,69220.0,72940.0,81530.0,81750.0,83750.0,85910.0,83250.0,69560.0,81380.0,75400.0,83820.0,73470.0,83820.0,18790.0,340.0,39.0,150.0,290.0,1450.0,380.0,300.0,58.0,180.0,320.0,630.0,75.0,103.0,700.0,380.0,150.0,150.0,280.0,120.0,80.0,310.0,780.0,370.0,280.0,210.0,360.0,40.0,190.0,80.0,100.0,780.0,120.0,1660.0,720.0,52.0,650.0,180.0,260.0,960.0,60.0,280.0,30.0,450.0,2030.0,140.0,80.0,760.0,290.0,90.0,370.0,30.0,8.0,50.0,4.0
"Prepare course materials, such as syllabi, homework assignments, and handouts.",prepare course materials such as syllabi homework assignments and handouts,Develop instructional materials.,Prepare informational or instructional materials.,Documenting/Recording Information,"Philosophy and Religion Teachers, Postsecondary",philosophy and religion teachers postsecondary,25-1126.00,"Philosophy and Religion Teachers, Postsecondary",25-1126,25-1126.00,"Arts, Communications, History, and Humanities Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,9.540387924893544e-05,4.5807,False,0.4717115384615384,4.49,100.0,0.2213642656084167,0.6,E1,E1,80260.0,62210.0,80260.0,78940.0,74100.0,105820.0,78060.0,100360.0,80260.0,79310.0,63330.0,77570.0,101010.0,80260.0,77720.0,79740.0,77180.0,65410.0,65580.0,76310.0,102760.0,78360.0,98360.0,89610.0,79720.0,63560.0,75280.0,80260.0,75280.0,80260.0,82820.0,99450.0,80260.0,92050.0,76340.0,71360.0,77010.0,64840.0,85300.0,76600.0,82510.0,77230.0,58000.0,74090.0,76700.0,95410.0,102600.0,85310.0,81240.0,80260.0,79140.0,80260.0,80260.0,80260.0,80260.0,20460.0,280.0,43.0,350.0,60.0,1850.0,390.0,350.0,63.0,290.0,460.0,280.0,220.0,120.0,1080.0,480.0,260.0,190.0,320.0,70.0,60.0,480.0,890.0,620.0,410.0,90.0,320.0,67.0,80.0,203.0,130.0,900.0,114.0,1700.0,680.0,56.0,780.0,150.0,480.0,1280.0,150.0,250.0,40.0,490.0,1760.0,60.0,80.0,620.0,330.0,92.0,420.0,37.0,9.0,123.0,4.0
"Prepare course materials, such as syllabi, homework assignments, and handouts.",prepare course materials such as syllabi homework assignments and handouts,Develop instructional materials.,Prepare informational or instructional materials.,Documenting/Recording Information,"Home Economics Teachers, Postsecondary",home economics teachers postsecondary,25-1192.00,"Family and Consumer Sciences Teachers, Postsecondary",25-1192,25-1192.00,Miscellaneous Postsecondary Teachers,Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,9.540387924893544e-05,4.5807,False,0.6175446153846154,4.54,99.18,0.3707435948300856,0.7999999999999999,E1,E1,75870.0,63420.0,75870.0,75870.0,75870.0,97620.0,75870.0,75870.0,75870.0,75870.0,63770.0,75870.0,75870.0,75870.0,80220.0,65740.0,79310.0,75870.0,73460.0,75870.0,75870.0,75870.0,75870.0,83500.0,75870.0,60650.0,76320.0,75870.0,75870.0,75870.0,75870.0,53250.0,75870.0,75870.0,78770.0,75870.0,83400.0,83200.0,75870.0,78220.0,80200.0,74010.0,75870.0,75870.0,75870.0,76790.0,75870.0,63580.0,63840.0,75870.0,75870.0,75870.0,75870.0,75870.0,75870.0,2770.0,30.0,6.0,57.0,23.0,380.0,51.0,30.0,9.0,12.0,40.0,87.0,11.0,15.0,140.0,70.0,40.0,25.0,80.0,34.0,11.0,49.0,64.0,50.0,52.0,150.0,110.0,9.0,18.0,27.0,12.0,80.0,15.0,171.0,290.0,8.0,90.0,60.0,60.0,100.0,40.0,60.0,8.0,58.0,249.0,190.0,5.0,80.0,80.0,12.0,52.0,5.0,1.0,17.0,1.0
"Prepare course materials, such as syllabi, homework assignments, and handouts.",prepare course materials such as syllabi homework assignments and handouts,Develop instructional materials.,Prepare informational or instructional materials.,Documenting/Recording Information,"Recreation and Fitness Studies Teachers, Postsecondary",recreation and fitness studies teachers postsecondary,25-1193.00,"Recreation and Fitness Studies Teachers, Postsecondary",25-1193,25-1193.00,Miscellaneous Postsecondary Teachers,Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,9.540387924893544e-05,4.5807,False,1.4303988461538462,4.61,96.56,0.5222157869685183,0.5,E1,E1,77270.0,72680.0,58330.0,71230.0,63020.0,127780.0,65730.0,79200.0,77270.0,77270.0,76100.0,66410.0,77270.0,58720.0,67180.0,67060.0,75130.0,59730.0,64890.0,65940.0,67670.0,97640.0,87960.0,83690.0,80410.0,60560.0,73180.0,77270.0,77270.0,77270.0,77270.0,65900.0,79090.0,80190.0,73860.0,77270.0,70260.0,63590.0,63090.0,83150.0,77270.0,78800.0,62280.0,73280.0,76480.0,76350.0,77270.0,65320.0,74850.0,66440.0,80500.0,83260.0,77270.0,80500.0,77270.0,12630.0,110.0,60.0,90.0,110.0,1950.0,180.0,190.0,39.0,57.0,140.0,160.0,51.0,70.0,630.0,410.0,100.0,60.0,230.0,100.0,40.0,90.0,290.0,320.0,260.0,190.0,200.0,41.0,83.0,125.0,55.0,520.0,40.0,670.0,730.0,35.0,420.0,110.0,480.0,640.0,40.0,280.0,60.0,220.0,1460.0,110.0,25.0,310.0,240.0,100.0,40.0,30.0,5.0,40.0,3.0
"Prepare course materials, such as syllabi, homework assignments, or handouts.",prepare course materials such as syllabi homework assignments or handouts,Develop instructional materials.,Prepare informational or instructional materials.,Documenting/Recording Information,"Social Work Teachers, Postsecondary",social work teachers postsecondary,25-1113.00,"Social Work Teachers, Postsecondary",25-1113,25-1113.00,"Law, Criminal Justice, and Social Work Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0030529241359659,4.7659,False,0.5721400000000001,4.48,100.0,0.3785770384615384,0.8999999999999999,E1,E1,77570.0,66520.0,77570.0,71690.0,60470.0,81500.0,77570.0,79960.0,100550.0,77570.0,60580.0,65350.0,133340.0,62230.0,77010.0,74240.0,64190.0,108610.0,65260.0,77570.0,80250.0,97110.0,79710.0,76680.0,82470.0,63680.0,66470.0,43010.0,61430.0,74180.0,75500.0,77570.0,69950.0,98700.0,68660.0,77570.0,60930.0,60910.0,74320.0,75920.0,77570.0,100400.0,60100.0,75190.0,83440.0,81850.0,77570.0,77180.0,77920.0,76320.0,76420.0,77570.0,77570.0,66990.0,77570.0,12610.0,240.0,26.0,140.0,70.0,230.0,232.0,150.0,50.0,57.0,90.0,90.0,50.0,80.0,510.0,440.0,140.0,50.0,280.0,156.0,90.0,230.0,650.0,610.0,360.0,200.0,150.0,41.0,50.0,70.0,50.0,450.0,210.0,1840.0,580.0,35.0,670.0,80.0,220.0,1050.0,40.0,80.0,100.0,240.0,90.0,100.0,24.0,390.0,200.0,80.0,400.0,23.0,5.0,70.0,3.0
"Prepare data analysis listings and activity, performance, or progress reports.",prepare data analysis listings and activity performance or progress reports,Prepare analytical reports.,Present research or technical information.,Documenting/Recording Information,Clinical Data Managers,clinical data managers,15-2041.02,Clinical Data Managers,15-2051,15-2051.02,Data Scientists,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.1582997700130484,4.944332998996991,False,0.4452461538461538,3.95,95.0,0.2687480327832282,0.8598670056728845,E1,E2,120230.0,103120.0,84110.0,107240.0,109390.0,141590.0,117400.0,126340.0,120230.0,126490.0,115820.0,104340.0,102130.0,89380.0,106560.0,91470.0,95830.0,98130.0,91760.0,78760.0,90880.0,136370.0,131750.0,100590.0,128800.0,69490.0,97090.0,100490.0,98230.0,98540.0,100620.0,135280.0,95850.0,130460.0,119090.0,81900.0,102630.0,86310.0,125990.0,106850.0,102440.0,91990.0,96150.0,100330.0,122090.0,108090.0,127070.0,126430.0,163350.0,85090.0,106680.0,120230.0,120230.0,80350.0,120230.0,117012.0,2327.0,308.0,6099.0,709.0,52581.0,8400.0,2354.0,1030.0,3585.0,13697.0,12386.0,401.0,1806.0,14071.0,4789.0,3076.0,655.0,2060.0,1739.0,1618.0,4468.0,12600.0,9845.0,5377.0,589.0,6327.0,294.0,2648.0,2247.0,1471.0,8601.0,749.0,32062.0,15289.0,281.0,8159.0,2541.0,2862.0,18472.0,1552.0,3750.000000000001,294.0,3732.0,34590.0,5832.0,200.00000000000003,11931.0,12841.0,522.0,5845.0,210.0,49.0,100.0,24.0
"Prepare data for processing by organizing information, checking for inaccuracies, and adjusting and weighting the raw data.",prepare data for processing by organizing information checking for inaccuracies and adjusting and weighting the raw data,Evaluate data quality.,Evaluate the quality or accuracy of data.,Processing Information,Statisticians,statisticians,15-2041.00,Statisticians,15-2041,15-2041.00,Statisticians,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.1696068964425518,4.951367781155016,False,1.6957323076923076,4.48,100.0,0.4043053159070848,0.3,E2,E1,105650.0,76400.0,105650.0,79640.0,105720.0,135960.0,109660.0,102860.0,109570.0,140670.0,108040.0,115150.0,76780.0,105650.0,119760.0,109300.0,80150.0,111780.0,112520.0,76400.0,85680.0,132620.0,96710.0,102710.0,105650.0,64670.0,66330.0,105650.0,83480.0,79750.0,96080.0,118280.0,84330.0,136020.0,115690.0,75890.0,98190.0,89540.0,93620.0,93830.0,102620.0,65450.0,105650.0,98230.0,102960.0,88610.0,82210.0,114920.0,105650.0,84660.0,107150.0,105650.0,105650.0,49730.0,105650.0,18186.0,251.0,100.0,551.0,714.0,3107.0,977.0,614.0,88.0,689.0,689.0,576.0,113.0,200.0,601.0,288.0,313.0,100.0,100.0,88.0,100.0,3420.0,3107.0,714.0,977.0,100.0,852.0,59.0,175.0,63.0,88.0,1103.0,288.0,1529.0,1503.0,50.0,727.0,63.0,752.0,2042.0,50.0,301.0,53.0,664.0,1742.0,376.0,35.0,902.0,3709.0,113.0,313.0,33.0,8.0,288.0,4.0
"Prepare data for processing by organizing information, checking for inaccuracies, and adjusting and weighting the raw data.",prepare data for processing by organizing information checking for inaccuracies and adjusting and weighting the raw data,Prepare data for analysis.,Process digital or online data.,Working with Computers,Statisticians,statisticians,15-2041.00,Statisticians,15-2041,15-2041.00,Statisticians,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.1696068964425518,4.951367781155016,False,1.6957323076923076,4.48,100.0,0.4043053159070848,0.3,E2,E1,105650.0,76400.0,105650.0,79640.0,105720.0,135960.0,109660.0,102860.0,109570.0,140670.0,108040.0,115150.0,76780.0,105650.0,119760.0,109300.0,80150.0,111780.0,112520.0,76400.0,85680.0,132620.0,96710.0,102710.0,105650.0,64670.0,66330.0,105650.0,83480.0,79750.0,96080.0,118280.0,84330.0,136020.0,115690.0,75890.0,98190.0,89540.0,93620.0,93830.0,102620.0,65450.0,105650.0,98230.0,102960.0,88610.0,82210.0,114920.0,105650.0,84660.0,107150.0,105650.0,105650.0,49730.0,105650.0,18186.0,251.0,100.0,551.0,714.0,3107.0,977.0,614.0,88.0,689.0,689.0,576.0,113.0,200.0,601.0,288.0,313.0,100.0,100.0,88.0,100.0,3420.0,3107.0,714.0,977.0,100.0,852.0,59.0,175.0,63.0,88.0,1103.0,288.0,1529.0,1503.0,50.0,727.0,63.0,752.0,2042.0,50.0,301.0,53.0,664.0,1742.0,376.0,35.0,902.0,3709.0,113.0,313.0,33.0,8.0,288.0,4.0
"Prepare data summaries, reports, or analyses that include results, charts, or graphs to document research findings and results.",prepare data summaries reports or analyses that include results charts or graphs to document research findings and results,Prepare scientific or technical reports or presentations.,Present research or technical information.,Documenting/Recording Information,Agricultural and Food Science Technicians,agricultural and food science technicians,19-4011.00,Agricultural Technicians,19-4012,19-4012.00,Agricultural and Food Science Technicians,"Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.8887,False,0.2950665384615384,3.85,64.97,0.1592678270226904,0.9985457562248052,E1,E1,50463.333333333336,47288.8888888889,50463.333333333336,58814.444444444445,46770.0,58280.0,50860.0,50208.8888888889,51827.77777777778,50463.333333333336,47966.66666666666,50356.66666666666,48794.444444444445,48906.66666666666,51213.333333333336,45656.66666666666,59626.66666666666,44776.66666666666,61496.66666666666,48412.22222222223,48427.77777777778,52413.333333333336,52592.22222222223,45896.66666666666,57520.0,49686.66666666666,55896.66666666666,50463.333333333336,47790.0,48750.0,45167.77777777778,55156.66666666666,49142.22222222223,49043.333333333336,50526.66666666666,48127.77777777778,52662.22222222223,40973.333333333336,48063.333333333336,48553.333333333336,50463.333333333336,40686.66666666666,43866.66666666666,46907.77777777778,49433.333333333336,46076.66666666666,53968.8888888889,49260.0,52836.66666666666,50463.333333333336,49543.333333333336,58901.11111111112,50463.333333333336,45658.8888888889,50463.333333333336,14953.333333333332,144.66666666666666,31.0,309.0,220.0,2943.333333333333,156.66666666666669,162.0,46.0,67.0,243.3333333333333,766.6666666666667,120.0,620.0,563.3333333333334,450.0,239.3333333333333,320.0,193.3333333333333,133.33333333333331,53.66666666666667,226.66666666666669,318.0,383.3333333333333,480.0,143.33333333333334,330.0,49.0,443.33333333333337,63.333333333333336,41.66666666666667,469.33333333333337,95.33333333333334,446.6666666666667,410.0,80.33333333333334,170.0,125.33333333333334,593.3333333333333,270.0,48.0,80.0,266.6666666666667,144.33333333333331,380.0,53.333333333333336,36.0,163.33333333333331,533.3333333333333,67.0,593.3333333333333,29.0,6.0,76.66666666666667,3.0
Prepare design presentations and proposals for staff or customers.,prepare design presentations and proposals for staff or customers,Communicate project information to others.,Communicate with others about specifications or project details.,"Communicating with Supervisors, Peers, or Subordinates",Computer Network Architects,computer network architects,15-1143.00,Computer Network Architects,15-1241,15-1241.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.333116672083198,False,0.2122438461538461,3.11,95.0,0.1119843884644432,0.8999999999999999,E2,E2,134050.0,130810.0,119720.0,130890.0,110400.0,158870.0,139230.0,143890.0,148390.0,137670.0,132800.0,133890.0,108000.0,107620.0,132790.0,124190.0,103050.0,100610.0,103740.0,106620.0,108570.0,159460.0,155060.0,112040.0,133270.0,90990.0,103130.0,104300.0,116420.0,138060.0,125420.0,162350.0,109080.0,140390.0,127320.0,108990.0,131070.0,109450.0,135660.0,131840.0,131320.0,134990.0,153390.0,123860.0,133310.0,121000.0,110930.0,141340.0,168070.0,122520.0,131720.0,100520.0,134050.0,78200.0,134050.0,98010.0,4580.0,131.0,4351.0,992.0,16217.0,17864.0,1712.0,829.0,1625.0,10219.0,8387.0,349.0,785.0,8517.0,2214.0,1276.0,1930.0,1865.0,513.0,622.0,6391.0,6838.0,3501.0,2225.0,729.0,3664.0,273.0,1472.0,1101.0,611.0,6173.0,458.0,10688.0,9106.0,251.0,5616.0,1440.0,1679.0,6631.0,502.0,2127.0,458.0,4722.0,14886.0,1450.0,142.0,10230.0,5158.0,393.0,2367.0,55.0,41.0,262.0,20.0
"Prepare detailed network specifications, including diagrams, charts, equipment configurations, or recommended technologies.",prepare detailed network specifications including diagrams charts equipment configurations or recommended technologies,Develop specifications for computer network operation.,Develop technical specifications for products or operations.,Thinking Creatively,Computer Network Architects,computer network architects,15-1143.00,Computer Network Architects,15-1241,15-1241.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.294017998941239,False,0.1967307692307692,3.6,100.0,0.1908774840644921,1.3,E2,E2,134050.0,130810.0,119720.0,130890.0,110400.0,158870.0,139230.0,143890.0,148390.0,137670.0,132800.0,133890.0,108000.0,107620.0,132790.0,124190.0,103050.0,100610.0,103740.0,106620.0,108570.0,159460.0,155060.0,112040.0,133270.0,90990.0,103130.0,104300.0,116420.0,138060.0,125420.0,162350.0,109080.0,140390.0,127320.0,108990.0,131070.0,109450.0,135660.0,131840.0,131320.0,134990.0,153390.0,123860.0,133310.0,121000.0,110930.0,141340.0,168070.0,122520.0,131720.0,100520.0,134050.0,78200.0,134050.0,98010.0,4580.0,131.0,4351.0,992.0,16217.0,17864.0,1712.0,829.0,1625.0,10219.0,8387.0,349.0,785.0,8517.0,2214.0,1276.0,1930.0,1865.0,513.0,622.0,6391.0,6838.0,3501.0,2225.0,729.0,3664.0,273.0,1472.0,1101.0,611.0,6173.0,458.0,10688.0,9106.0,251.0,5616.0,1440.0,1679.0,6631.0,502.0,2127.0,458.0,4722.0,14886.0,1450.0,142.0,10230.0,5158.0,393.0,2367.0,55.0,41.0,262.0,20.0
"Prepare detailed reports or design statements, based on results of validation and qualification tests or reviews of procedures and protocols.",prepare detailed reports or design statements based on results of validation and qualification tests or reviews of procedures and protocols,Document technical design details.,"Document technical designs, procedures, or activities.",Documenting/Recording Information,Validation Engineers,validation engineers,17-2199.02,Validation Engineers,17-2112,17-2112.02,"Industrial Engineers, Including Health and Safety",Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,5.0,False,0.5900000000000001,4.3,100.0,0.5318111166077101,1.077215669039007,E2,E1,102440.0,99880.0,156510.0,108280.0,98410.0,124600.0,109750.0,104160.0,120190.0,103300.0,101610.0,100100.0,123800.0,100840.0,100540.0,97480.0,97690.0,99830.0,96820.0,122920.0,101030.0,119930.0,109420.0,101680.0,102660.0,95830.0,99290.0,104430.0,98170.0,102090.0,101310.0,103840.0,128090.0,102640.0,99310.0,96940.0,100060.0,97510.0,128290.0,99560.0,109350.0,101060.0,93200.0,99080.0,104560.0,103940.0,103010.0,102550.0,129050.0,108360.0,96980.0,122070.0,102440.0,81820.0,102440.0,72148.0,6036.0,174.0,5934.0,1349.0,25787.0,4103.0,4750.0,647.0,126.0,11086.0,7054.0,39.0,1049.0,14708.0,9216.0,2841.0,2722.0,4790.0,1349.0,813.0,3077.0,9051.0,24453.0,13872.0,1933.0,4001.0,308.0,915.0,1239.0,1531.0,5421.0,900.0,9319.0,9137.0,473.0,18527.0,1712.0,4584.0,10400.0,781.0,6281.0,655.0,5871.0,24445.0,4356.0,347.0,4403.0,4837.0,671.0,10313.0,189.0,31.0,2170.0,15.0
Prepare detailed storyboards showing sequence and timing of story development for television production.,prepare detailed storyboards showing sequence and timing of story development for television production,Prepare production storyboards.,Create visual designs or displays.,Thinking Creatively,Art Directors,art directors,27-1011.00,Art Directors,27-1011,27-1011.00,Artists and Related Workers,Art and Design Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0113071264295034,4.849113315299068,False,0.3371557692307693,3.74,57.77,1.0718664112408198,7.0,E2,E2,114850.0,77220.0,75200.0,114850.0,71930.0,137780.0,99990.0,71900.0,114850.0,114850.0,99660.0,110430.0,89300.0,80680.0,103550.0,105690.0,80940.0,60460.0,76160.0,83640.0,100300.0,98400.0,149320.0,86660.0,109700.0,66020.0,100940.0,73850.0,73270.0,98070.0,132000.0,129200.0,114850.0,137320.0,90000.0,83170.0,94390.0,80680.0,133840.0,97450.0,72550.0,87990.0,66610.0,89860.0,88270.0,106500.0,129260.0,101150.0,121170.0,63550.0,81130.0,114850.0,114850.0,57580.0,114850.0,53070.0,210.0,40.0,450.00000000000006,240.0,12430.0,720.0,1160.0,164.0,310.0,2520.0,1420.0,40.0,291.0,2960.0,350.0,280.0,487.0,320.0,160.0,217.0,570.0,1850.0,1080.0,920.0,90.0,780.0,100.0,140.0,290.0,160.0,1840.0,60.0,8720.0,1675.0,30.0,1050.0,290.0,1040.0,1250.0,90.0,550.0,30.0,930.0,2480.0,290.0,80.0,670.0,650.0,30.0,730.0,95.0,23.0,80.0,11.0
"Prepare detailed workflow charts and diagrams that describe input, output, and logical operation, and convert them into a series of instructions coded in a computer language.",prepare detailed workflow charts and diagrams that describe input output and logical operation and convert them into a series of instructions coded in a computer language,Develop diagrams or flow charts of system operation.,Create visual designs or displays.,Thinking Creatively,Computer Programmers,computer programmers,15-1131.00,Computer Programmers,15-1251,15-1251.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.76854271356784,False,1.160243076923077,3.58,86.57,0.4372685335366216,0.5,E2,E1,100390.0,93800.0,91700.0,88990.0,111840.0,116760.0,104610.0,133820.0,100390.0,100390.0,93180.0,98380.0,118180.0,89020.0,72540.0,97000.0,79180.0,92960.0,94850.0,100390.0,101780.0,125570.0,128390.0,65860.0,107250.0,85120.0,90420.0,89920.0,95150.0,93600.0,74000.0,104940.0,83750.0,103980.0,81070.0,92280.0,85270.0,99780.0,99540.0,89180.0,96470.0,99740.0,58240.0,100390.0,99330.0,104890.0,89560.0,121610.0,125620.0,65320.0,100390.0,81640.0,100390.0,51310.0,100390.0,92230.0,890.0,530.0,1560.0,1050.0,11340.0,930.0,1650.0,450.0,230.0,4760.0,1890.0,450.0,505.0,1280.0,1520.0,950.0,460.0,950.0,1580.0,450.0,2490.0,1930.0,4400.0,2070.0,1170.0,1520.0,301.0,1090.0,840.0,403.0,3930.0,600.0,7020.0,4120.0,190.0,2100.0,990.0,1370.0,3120.0,250.0,790.0,70.0,920.0,7620.0,690.0,170.0,3070.0,2540.0,140.0,3080.0,60.0,39.0,920.0,19.0
"Prepare detailed workflow charts and diagrams that describe input, output, and logical operation, and convert them into a series of instructions coded in a computer language.",prepare detailed workflow charts and diagrams that describe input output and logical operation and convert them into a series of instructions coded in a computer language,Develop models of information or communications systems.,"Develop models of systems, processes, or products.",Thinking Creatively,Computer Programmers,computer programmers,15-1131.00,Computer Programmers,15-1251,15-1251.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.76854271356784,False,1.160243076923077,3.58,86.57,0.4372685335366216,0.5,E2,E1,100390.0,93800.0,91700.0,88990.0,111840.0,116760.0,104610.0,133820.0,100390.0,100390.0,93180.0,98380.0,118180.0,89020.0,72540.0,97000.0,79180.0,92960.0,94850.0,100390.0,101780.0,125570.0,128390.0,65860.0,107250.0,85120.0,90420.0,89920.0,95150.0,93600.0,74000.0,104940.0,83750.0,103980.0,81070.0,92280.0,85270.0,99780.0,99540.0,89180.0,96470.0,99740.0,58240.0,100390.0,99330.0,104890.0,89560.0,121610.0,125620.0,65320.0,100390.0,81640.0,100390.0,51310.0,100390.0,92230.0,890.0,530.0,1560.0,1050.0,11340.0,930.0,1650.0,450.0,230.0,4760.0,1890.0,450.0,505.0,1280.0,1520.0,950.0,460.0,950.0,1580.0,450.0,2490.0,1930.0,4400.0,2070.0,1170.0,1520.0,301.0,1090.0,840.0,403.0,3930.0,600.0,7020.0,4120.0,190.0,2100.0,990.0,1370.0,3120.0,250.0,790.0,70.0,920.0,7620.0,690.0,170.0,3070.0,2540.0,140.0,3080.0,60.0,39.0,920.0,19.0
Prepare diagnostic or treatment reports for other medical practitioners or therapists.,prepare diagnostic or treatment reports for other medical practitioners or therapists,Prepare reports summarizing patient diagnostic or care activities.,Prepare health or medical documents.,Documenting/Recording Information,Orthoptists,orthoptists,29-1199.05,Orthoptists,29-1299,29-1299.02,Miscellaneous Healthcare Diagnosing or Treating Practitioners,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.9586610203670105,False,1.8610180769230769,4.04,85.71,0.1420756061595587,0.1,E1,E1,115210.0,115210.0,110220.0,95780.0,81330.0,125550.0,101570.0,119970.0,115210.0,151990.0,99260.0,126300.0,119520.0,115210.0,95080.0,83780.0,89480.0,86550.0,88610.0,115210.0,112010.0,164670.0,106060.0,92410.0,99400.0,115210.0,112260.0,122930.0,86260.0,85590.0,82550.0,100900.0,94660.0,127360.0,117210.0,101240.0,101710.0,115210.0,95600.0,103150.0,81280.0,115210.0,83780.0,90750.0,105370.0,119430.0,83740.0,87530.0,103380.0,115210.0,104330.0,101280.0,115210.0,83350.0,115210.0,9170.0,124.0,45.0,190.0,128.0,1025.0,416.0,263.0,28.0,314.0,544.0,2005.0,58.0,50.0,711.0,154.0,186.0,70.0,77.0,113.0,102.0,3741.0,384.0,391.0,186.0,115.0,269.0,70.0,58.0,154.0,147.0,301.0,90.0,480.0,512.0,90.0,564.0,83.0,231.0,557.0,29.0,135.0,38.0,192.0,801.0,199.0,45.0,241.0,384.0,115.0,186.0,26.0,4.0,70.0,2.0
"Prepare documentation containing information such as confidential descriptions or specifications of proprietary hardware or software, product development or introduction schedules, product costs, or information about product performance weaknesses.",prepare documentation containing information such as confidential descriptions or specifications of proprietary hardware or software product development or introduction schedules product costs or information about product performance weaknesses,Document technical design details.,"Document technical designs, procedures, or activities.",Documenting/Recording Information,"Electronics Engineers, Except Computer",electronics engineers except computer,17-2072.00,"Electronics Engineers, Except Computer",17-2072,17-2072.00,Electrical and Electronics Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0113071264295034,4.8390885364384655,False,0.7448596153846154,3.6,97.11,0.2189446794901439,0.4,E2,E1,130220.0,120720.0,106810.0,118120.0,109830.0,160520.0,127010.0,106040.0,130220.0,157040.0,116860.0,123010.0,126690.0,102770.0,129390.0,112200.0,81330.0,103740.0,101860.0,100390.0,127490.0,155650.0,138230.0,127200.0,112390.0,112400.0,117630.0,93380.0,91140.0,116180.0,105190.0,158730.0,136990.0,119180.0,115920.0,104860.0,118830.0,109120.0,124400.0,121260.0,136360.0,113720.0,84150.0,122920.0,132220.0,128430.0,86180.0,119990.0,130270.0,120170.0,93710.0,95910.0,130220.0,81790.0,130220.0,68093.0,2727.0,253.0,2951.0,211.0,29275.0,8545.0,1588.0,211.0,562.0,7421.0,3696.0,436.0,703.0,1349.0,1996.0,492.0,1082.0,1209.0,632.0,278.0,4764.0,8306.0,4160.0,1687.0,225.0,1040.0,197.0,351.0,506.0,450.0,2558.0,1560.0,3120.0,2937.0,70.0,4554.0,1982.0,2431.0,2024.0,1363.0,1448.0,267.0,1040.0,13380.0,2207.0,98.0,4610.0,2741.0,126.0,506.0,155.0,30.0,225.0,14.0
Prepare documentation for case reports or court proceedings.,prepare documentation for case reports or court proceedings,Document information related to legal proceedings.,Record information about legal matters.,Documenting/Recording Information,Security Management Specialists,security management specialists,13-1199.02,Security Management Specialists,13-1199,13-1199.07,Miscellaneous Business Operations Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.982500000000001,False,0.1564903846153846,3.8,80.0,0.115008598299761,1.260950831664545,E2,E1,83050.0,100240.0,94740.0,83280.0,61240.0,87570.0,92520.0,85530.0,95040.0,108160.0,79650.0,78410.0,92620.0,76400.0,82070.0,79030.0,80470.0,83350.0,74690.0,63220.0,78830.0,101500.0,93270.0,81810.0,77820.0,76980.0,80420.0,74990.0,77980.0,67330.0,83740.0,91060.0,79100.0,83450.0,80230.0,80500.0,79350.0,93640.0,77170.0,80590.0,88130.0,79110.0,85340.0,78690.0,80820.0,80190.0,71710.0,85200.0,100360.0,69240.0,67370.0,74060.0,88610.0,46700.0,65170.0,465402.0,11970.0,3459.0,20909.0,14042.0,265432.0,78208.0,9641.0,2740.0,64714.0,113417.0,115506.0,4030.0,4692.0,56409.0,10771.0,16953.0,16799.0,10052.0,29129.0,7244.0,68190.0,30670.0,35859.0,28102.0,7072.0,15769.999999999998,8151.0,4350.0,15652.0,3288.0,58584.0,14470.0,49302.0,70519.0,3100.0,54268.0,9761.0,25550.0,46665.0,3836.0,15258.0,1610.0,20190.0,178559.0,5160.0,4178.0,77335.0,88449.0,6970.0,20909.0,3031.0,805.0,16029.0,634.0
Prepare documentation for new manufacturing processes or engineering procedures.,prepare documentation for new manufacturing processes or engineering procedures,Prepare procedural documents.,"Document technical designs, procedures, or activities.",Documenting/Recording Information,Manufacturing Engineers,manufacturing engineers,17-2199.04,Manufacturing Engineers,17-2112,17-2112.03,"Industrial Engineers, Including Health and Safety",Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.624937506249375,False,0.3436923076923077,3.83,100.0,0.1631238095238095,0.6,E1,E1,102440.0,99880.0,156510.0,108280.0,98410.0,124600.0,109750.0,104160.0,120190.0,103300.0,101610.0,100100.0,123800.0,100840.0,100540.0,97480.0,97690.0,99830.0,96820.0,122920.0,101030.0,119930.0,109420.0,101680.0,102660.0,95830.0,99290.0,104430.0,98170.0,102090.0,101310.0,103840.0,128090.0,102640.0,99310.0,96940.0,100060.0,97510.0,128290.0,99560.0,109350.0,101060.0,93200.0,99080.0,104560.0,103940.0,103010.0,102550.0,129050.0,108360.0,96980.0,122070.0,102440.0,81820.0,102440.0,63713.0,5331.0,153.0,5240.0,1192.0,22772.0,3623.0,4195.0,571.0,111.0,9790.0,6229.0,35.0,927.0,12989.0,8139.0,2509.0,2404.0,4230.0,1192.0,718.0,2718.0,7992.0,21594.0,12250.0,1707.0,3533.0,272.0,808.0,1094.0,1352.0,4787.0,794.0,8229.0,8069.0,418.0,16361.0,1512.0,4048.0,9184.0,690.0,5547.0,578.0,5184.0,21587.0,3846.0,307.0,3888.0,4271.0,592.0,9107.0,167.0,27.0,1916.0,13.0
"Prepare documentation or presentations, including charts, photos, or graphs.",prepare documentation or presentations including charts photos or graphs,Prepare scientific or technical reports or presentations.,Present research or technical information.,Documenting/Recording Information,Remote Sensing Technicians,remote sensing technicians,19-4099.03,Remote Sensing Technicians,19-4099,19-4099.03,"Miscellaneous Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.645035496450355,False,0.6092338461538461,3.08,67.66,0.0316102833714279,0.1,E1,E2,62280.0,59500.0,70700.0,58240.0,59310.0,78350.0,63760.0,66710.0,62280.0,79230.0,63180.0,69320.0,50880.0,50600.0,59410.0,48650.0,50480.0,65270.0,68230.0,53360.0,66730.0,68390.0,63820.0,59100.0,49410.0,59490.0,50410.0,52260.0,48640.0,54070.0,64250.0,55980.0,56420.0,63810.0,49200.0,69350.0,49210.0,86260.0,60810.0,57680.0,69630.0,58960.0,51630.0,62050.0,48960.0,59290.0,63460.0,67240.0,73530.0,59750.0,47210.0,64510.0,62280.0,35060.0,62280.0,52319.0,496.0,241.0,595.0,496.0,14285.0,2633.0,453.0,127.0,212.0,2591.0,3157.0,1487.0,779.0,1062.0,1062.0,595.0,1246.0,453.0,2279.0,552.0,4969.0,1614.0,1472.0,1911.0,467.0,2973.0,184.0,425.0,496.0,510.0,3030.0,255.0,10462.0,3270.0,255.0,1444.0,651.0,2393.0,3723.0,297.0,1826.0,85.0,3044.0,12982.0,580.0,227.0,3837.0,1387.0,326.0,1515.0,311.0,23.0,1005.0,11.0
"Prepare documents and correspondence, such as damage claims, credit and billing inquiries, invoices, and service complaints.",prepare documents and correspondence such as damage claims credit and billing inquiries invoices and service complaints,"Prepare documentation for contracts, transactions, or regulatory compliance.","Prepare documentation for contracts, applications, or permits.",Documenting/Recording Information,Correspondence Clerks,correspondence clerks,43-4021.00,Correspondence Clerks,43-4021,43-4021.00,Correspondence Clerks,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.6437,False,1.798513076923077,3.96,77.68,0.9851878588182033,0.7999999999999999,E1,E1,46800.0,46800.0,46800.0,39900.0,46800.0,53640.0,45510.0,61310.0,46800.0,46800.0,46800.0,46800.0,46800.0,51010.0,46280.0,49710.0,46800.0,46800.0,46800.0,36790.0,49180.0,46800.0,46800.0,40780.0,46800.0,46800.0,43400.0,46800.0,49800.0,47820.0,49730.0,48510.0,46800.0,49360.0,42340.0,46800.0,49700.0,46800.0,61160.0,40270.0,46800.0,41710.0,46800.0,42390.0,48860.0,47450.0,46800.0,48310.0,46800.0,46800.0,47400.0,46800.0,46800.0,46800.0,46800.0,4290.0,58.0,9.0,110.0,36.0,240.0,50.0,70.0,13.0,19.0,350.0,150.0,17.0,40.0,50.0,70.0,43.0,39.0,55.0,60.0,40.0,76.0,100.0,40.0,81.0,32.0,70.0,14.0,60.0,130.0,120.0,40.0,24.0,540.0,50.0,12.0,40.0,47.0,110.0,140.0,14.0,130.0,13.0,100.0,830.0,140.0,8.0,113.0,97.0,19.0,81.0,8.0,2.0,26.0,1.0
"Prepare documents and correspondence, such as damage claims, credit and billing inquiries, invoices, and service complaints.",prepare documents and correspondence such as damage claims credit and billing inquiries invoices and service complaints,Prepare business correspondence.,Perform administrative or clerical activities.,Performing Administrative Activities,Correspondence Clerks,correspondence clerks,43-4021.00,Correspondence Clerks,43-4021,43-4021.00,Correspondence Clerks,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.6437,False,1.798513076923077,3.96,77.68,0.9851878588182033,0.7999999999999999,E1,E1,46800.0,46800.0,46800.0,39900.0,46800.0,53640.0,45510.0,61310.0,46800.0,46800.0,46800.0,46800.0,46800.0,51010.0,46280.0,49710.0,46800.0,46800.0,46800.0,36790.0,49180.0,46800.0,46800.0,40780.0,46800.0,46800.0,43400.0,46800.0,49800.0,47820.0,49730.0,48510.0,46800.0,49360.0,42340.0,46800.0,49700.0,46800.0,61160.0,40270.0,46800.0,41710.0,46800.0,42390.0,48860.0,47450.0,46800.0,48310.0,46800.0,46800.0,47400.0,46800.0,46800.0,46800.0,46800.0,4290.0,58.0,9.0,110.0,36.0,240.0,50.0,70.0,13.0,19.0,350.0,150.0,17.0,40.0,50.0,70.0,43.0,39.0,55.0,60.0,40.0,76.0,100.0,40.0,81.0,32.0,70.0,14.0,60.0,130.0,120.0,40.0,24.0,540.0,50.0,12.0,40.0,47.0,110.0,140.0,14.0,130.0,13.0,100.0,830.0,140.0,8.0,113.0,97.0,19.0,81.0,8.0,2.0,26.0,1.0
"Prepare documents, such as invoices or warranties.",prepare documents such as invoices or warranties,Document operational activities.,Maintain operational records.,Documenting/Recording Information,Security and Fire Alarm Systems Installers,security and fire alarm systems installers,49-2098.00,Security and Fire Alarm Systems Installers,49-2098,49-2098.00,"Miscellaneous Electrical and Electronic Equipment Mechanics, Installers, and Repairers","Electrical and Electronic Equipment Mechanics, Installers, and Repairers","Installation, Maintenance, and Repair Occupations",2026-05-31,0.0030529241359659,4.466600000000001,False,0.4916157692307692,4.1,58.24,0.0284978081799453,0.1,E1,E1,60070.0,60710.0,79870.0,59680.0,48950.0,71570.0,62250.0,75410.0,59680.0,58460.0,60070.0,53100.0,63140.0,49180.0,59800.0,58070.0,63750.0,61480.0,60700.0,54730.0,64080.0,65330.0,78530.0,55830.0,62440.0,47160.0,54620.0,58800.0,48000.0,60980.0,61530.0,63140.0,58350.0,58550.0,54120.0,57620.0,61860.0,48240.0,75710.0,59500.0,76320.0,59710.0,55690.0,51460.0,52270.0,61150.0,60080.0,60790.0,72950.0,51100.0,61130.0,59800.0,37450.0,29280.0,60070.0,86340.0,1350.0,110.0,2040.0,620.0,8180.0,1950.0,540.0,160.0,210.0,8320.0,2220.0,380.0,340.0,2180.0,1930.0,480.0,740.0,1080.0,1170.0,240.0,2230.0,1690.0,2060.0,770.0,440.0,1790.0,190.0,490.0,1170.0,500.0,2740.0,630.0,6620.0,2880.0,150.0,2440.0,1340.0,950.0,2650.0,240.0,1050.0,220.0,2520.0,10260.0,980.0,110.0,2130.0,1670.0,260.0,770.0,150.0,60.0,600.0,18.0
"Prepare, draft, and review legal documents, such as wills, deeds, patent applications, mortgages, leases, and contracts.",prepare draft and review legal documents such as wills deeds patent applications mortgages leases and contracts,Prepare legal documents.,Prepare legal or regulatory documents.,Documenting/Recording Information,Lawyers,lawyers,23-1011.00,Lawyers,23-1011,23-1011.00,Lawyers and Judicial Law Clerks,"Lawyers, Judges, and Related Workers",Legal Occupations,2026-05-31,0.0226142528590069,4.269575856443719,False,1.5850492307692303,4.18,87.15,0.8051323665504955,0.7,E2,E2,159670.0,131970.0,149940.0,134260.0,98880.0,195080.0,168520.0,163600.0,173510.0,195190.0,133180.0,134830.0,124990.0,103400.0,160800.0,126860.0,123550.0,106650.0,101550.0,104100.0,113120.0,139110.0,176680.0,130520.0,155140.0,91690.0,133450.0,103720.0,109170.0,150510.0,120810.0,161430.0,119680.0,207860.0,127710.0,106880.0,131020.0,103060.0,138210.0,157180.0,138960.0,120310.0,102040.0,136180.0,154200.0,132830.0,127310.0,167210.0,154130.0,102420.0,126760.0,100130.0,122930.0,159670.0,118440.0,754500.0,6730.0,1120.0,11640.0,3430.0,95770.0,16720.0,8420.0,2920.0,33070.0,55210.0,23930.0,2270.0,2490.0,33590.0,8970.0,3550.0,4190.0,5770.0,10200.0,2280.0,13810.0,23560.0,16620.0,12380.0,3100.0,11560.0,2380.0,3490.0,6490.0,2250.0,23160.0,3380.0,91870.0,17000.0,1050.0,19950.0,6980.0,7150.0,27170.0,1840.0,7890.0,1360.0,9010.0,56580.0,7020.0,1330.0,18580.0,12770.0,2440.0,9160.0,900.0,180.0,4020.0,150.0
"Prepare drawings, estimates, and bids that meet specific customer needs.",prepare drawings estimates and bids that meet specific customer needs,Estimate costs or terms of sales.,Determine values or prices of goods or services.,Making Decisions and Solving Problems,"Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products",sales representatives wholesale and manufacturing except technical and scientific products,41-4012.00,"Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products",41-4012,41-4012.00,"Sales Representatives, Wholesale and Manufacturing","Sales Representatives, Wholesale and Manufacturing",Sales and Related Occupations,2026-05-31,0.0030529241359659,4.1875,False,1.778684230769231,4.01,51.76,0.3896961497919926,0.4,E2,E2,72080.0,64140.0,56830.0,72390.0,55120.0,76490.0,79250.0,75570.0,62280.0,80010.0,62490.0,63860.0,59010.0,64840.0,73510.0,71330.0,66760.0,68960.0,64280.0,63290.0,63960.0,73080.0,79810.0,72980.0,76750.0,59320.0,61940.0,61670.0,64030.0,68150.0,72790.0,79410.0,61320.0,79590.0,70990.0,74250.0,73960.0,62160.0,74180.0,66130.0,82420.0,64250.0,77210.0,61630.0,65970.0,61980.0,76840.0,63400.0,79830.0,63560.0,65930.0,72530.0,29460.0,34870.0,45980.0,1238190.0,20470.0,910.0,19400.0,12740.0,134800.0,27530.0,9870.0,2920.0,560.0,92920.0,43630.0,3280.0,7210.0,51310.0,32350.0,16990.0,12630.0,15550.0,19120.0,3320.0,9070.0,22700.0,40960.0,31230.0,7000.0,21960.0,3510.0,8550.0,8970.0,4940.0,34360.0,3660.0,61500.0,49110.0,4180.0,58739.99999999999,14220.0,15020.0,51270.0,4870.0,22010.0,5220.0,23850.0,95670.0,13900.0,1890.0,22570.0,27340.0,3220.0,37700.0,1480.0,210.0,5150.0,80.0
"Prepare drawings, estimates, and bids that meet specific customer needs.",prepare drawings estimates and bids that meet specific customer needs,Prepare drawings or diagrams of products or services.,Create visual designs or displays.,Thinking Creatively,"Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products",sales representatives wholesale and manufacturing except technical and scientific products,41-4012.00,"Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products",41-4012,41-4012.00,"Sales Representatives, Wholesale and Manufacturing","Sales Representatives, Wholesale and Manufacturing",Sales and Related Occupations,2026-05-31,0.0030529241359659,4.1875,False,1.778684230769231,4.01,51.76,0.3896961497919926,0.4,E2,E2,72080.0,64140.0,56830.0,72390.0,55120.0,76490.0,79250.0,75570.0,62280.0,80010.0,62490.0,63860.0,59010.0,64840.0,73510.0,71330.0,66760.0,68960.0,64280.0,63290.0,63960.0,73080.0,79810.0,72980.0,76750.0,59320.0,61940.0,61670.0,64030.0,68150.0,72790.0,79410.0,61320.0,79590.0,70990.0,74250.0,73960.0,62160.0,74180.0,66130.0,82420.0,64250.0,77210.0,61630.0,65970.0,61980.0,76840.0,63400.0,79830.0,63560.0,65930.0,72530.0,29460.0,34870.0,45980.0,1238190.0,20470.0,910.0,19400.0,12740.0,134800.0,27530.0,9870.0,2920.0,560.0,92920.0,43630.0,3280.0,7210.0,51310.0,32350.0,16990.0,12630.0,15550.0,19120.0,3320.0,9070.0,22700.0,40960.0,31230.0,7000.0,21960.0,3510.0,8550.0,8970.0,4940.0,34360.0,3660.0,61500.0,49110.0,4180.0,58739.99999999999,14220.0,15020.0,51270.0,4870.0,22010.0,5220.0,23850.0,95670.0,13900.0,1890.0,22570.0,27340.0,3220.0,37700.0,1480.0,210.0,5150.0,80.0
"Prepare drawings, estimates, and bids that meet specific customer needs.",prepare drawings estimates and bids that meet specific customer needs,Develop proposals for current or prospective customers.,Prepare proposals or grant applications.,Documenting/Recording Information,"Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products",sales representatives wholesale and manufacturing except technical and scientific products,41-4012.00,"Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products",41-4012,41-4012.00,"Sales Representatives, Wholesale and Manufacturing","Sales Representatives, Wholesale and Manufacturing",Sales and Related Occupations,2026-05-31,0.0030529241359659,4.1875,False,1.778684230769231,4.01,51.76,0.3896961497919926,0.4,E2,E2,72080.0,64140.0,56830.0,72390.0,55120.0,76490.0,79250.0,75570.0,62280.0,80010.0,62490.0,63860.0,59010.0,64840.0,73510.0,71330.0,66760.0,68960.0,64280.0,63290.0,63960.0,73080.0,79810.0,72980.0,76750.0,59320.0,61940.0,61670.0,64030.0,68150.0,72790.0,79410.0,61320.0,79590.0,70990.0,74250.0,73960.0,62160.0,74180.0,66130.0,82420.0,64250.0,77210.0,61630.0,65970.0,61980.0,76840.0,63400.0,79830.0,63560.0,65930.0,72530.0,29460.0,34870.0,45980.0,1238190.0,20470.0,910.0,19400.0,12740.0,134800.0,27530.0,9870.0,2920.0,560.0,92920.0,43630.0,3280.0,7210.0,51310.0,32350.0,16990.0,12630.0,15550.0,19120.0,3320.0,9070.0,22700.0,40960.0,31230.0,7000.0,21960.0,3510.0,8550.0,8970.0,4940.0,34360.0,3660.0,61500.0,49110.0,4180.0,58739.99999999999,14220.0,15020.0,51270.0,4870.0,22010.0,5220.0,23850.0,95670.0,13900.0,1890.0,22570.0,27340.0,3220.0,37700.0,1480.0,210.0,5150.0,80.0
"Prepare, edit, or review legal documents, including legislation, briefs, pleadings, appeals, wills, contracts, and real estate closing statements.",prepare edit or review legal documents including legislation briefs pleadings appeals wills contracts and real estate closing statements,Prepare legal documents.,Prepare legal or regulatory documents.,Documenting/Recording Information,Paralegals and Legal Assistants,paralegals and legal assistants,23-2011.00,Paralegals and Legal Assistants,23-2011,23-2011.00,Paralegals and Legal Assistants,Legal Support Workers,Legal Occupations,2026-05-31,0.0226142528590069,4.349313007722395,False,2.781688846153846,4.32,88.54,1.074676634045765,0.5,,,62890.0,47260.0,68700.0,61630.0,47420.0,77390.0,78190.0,63820.0,63110.0,89750.0,61000.0,62400.0,62840.0,49690.0,63670.0,57030.0,54550.0,55000.0,59830.0,60250.0,62420.0,65640.0,77640.0,62170.0,75570.0,46180.0,61410.0,57290.0,63250.0,64680.0,62040.0,71500.0,59840.0,68410.0,57500.0,59430.0,60420.0,53170.0,61490.0,63370.0,56250.0,53880.0,58320.0,58820.0,62310.0,63220.0,67160.0,63990.0,79400.0,59000.0,58500.0,49490.0,37920.0,38770.0,52140.0,392880.0,5700.0,570.0,7890.0,1610.0,47130.0,5620.0,5210.0,2480.0,6400.0,40950.0,14160.0,1170.0,2030.0,14130.0,5910.0,2980.0,2210.0,3540.0,4890.0,1210.0,6460.0,7800.0,7730.0,7400.0,2270.0,7130.0,1010.0,1630.0,3620.0,1430.0,12010.0,1740.0,34220.0,13650.0,730.0,9270.0,3110.0,4870.0,14670.0,2070.0,7420.0,600.0,6080.0,29540.0,3250.0,660.0,10250.0,9460.0,1660.0,4780.0,600.0,110.0,1110.0,90.0
"Prepare electronic commerce designs or prototypes, such as storyboards, mock-ups, or other content, using graphics design software.",prepare electronic commerce designs or prototypes such as storyboards mockups or other content using graphics design software,Prepare graphics or other visual representations of information.,Create visual designs or displays.,Thinking Creatively,Search Marketing Strategists,search marketing strategists,15-1199.10,Search Marketing Strategists,13-1161,13-1161.01,Market Research Analysts and Marketing Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.8277,False,0.1138834615384615,2.85,56.52,0.0588810317137761,0.8999999999999999,E2,E2,78760.0,59530.0,66710.0,71940.0,65430.0,94700.0,93050.0,77740.0,101270.0,98090.0,75450.0,75850.0,59390.0,60970.0,79120.0,63700.0,66390.0,70430.0,61480.0,59690.0,71980.0,76370.0,101810.0,66780.0,87510.0,56640.0,70140.0,68080.0,60000.0,71840.0,64570.0,88190.0,61950.0,98580.0,78410.0,61580.0,72790.0,61940.0,79150.0,68760.0,86240.0,69440.0,63490.0,69790.0,72520.0,62630.0,74880.0,76980.0,95120.0,52340.0,64800.0,60990.0,42240.0,39330.0,59990.0,449790.0,9503.0,646.0,17952.0,7079.0,134863.0,31578.0,11247.0,3570.0000000000005,7181.0,60770.0,27810.0,1824.0,4281.0,45940.0,14400.0,10058.0,8089.999999999999,7124.0,6071.0,2707.0,15370.0,44977.0,27432.0,24103.0,2968.0,16865.0,1654.0,4281.0,6547.0,4757.0,26039.0,1824.0,91177.0,30700.0,1756.0,31000.0,7498.0,12810.0,31040.0,3636.0,13501.0,1733.0,14770.0,71753.0,14510.0,860.0000000000001,29007.0,27704.0,1869.0,17669.0,963.0,91.0,2741.0,102.0
Prepare energy-related project reports or related documentation.,prepare energyrelated project reports or related documentation,Prepare technical or operational reports.,Present research or technical information.,Documenting/Recording Information,Energy Engineers,energy engineers,17-2199.03,"Energy Engineers, Except Wind and Solar",17-2199,17-2199.03,Miscellaneous Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.8347,False,0.6122280769230769,3.71,95.45,0.807700201645368,1.784636449062989,E1,E1,122930.0,152550.0,142390.0,102280.0,76940.0,130850.0,132590.0,124110.0,103580.0,151920.0,105410.0,112260.0,122800.0,130970.0,111930.0,120880.0,103090.0,76100.0,99830.0,99070.0,120430.0,129770.0,131260.0,121000.0,108850.0,111030.0,102980.0,97470.0,88490.0,103780.0,128130.0,132450.0,162070.0,117600.0,112450.0,100250.0,120470.0,119810.0,123220.0,108950.0,117080.0,110490.0,112260.0,96640.0,115810.0,110320.0,126550.0,148160.0,134570.0,118800.0,110360.0,113050.0,100010.0,81370.0,122930.0,27019.0,4247.0,246.0,2111.0,1007.0,35122.0,3118.0,2983.0,83.0,4370.0,10557.0,5058.0,1350.0,687.0,3094.0,1891.0,1350.0,958.0,614.0,7746.0,724.0,9011.0,3499.0,9453.0,1584.0,589.0,2271.0,295.0,368.0,1068.0,749.0,5573.0,2688.0,7071.0,5242.0,270.0,8593.0,1056.0,2492.0,3990.0,466.0,1571.0,135.0,5401.0,13283.0,2148.0,479.0,6212.0,4395.0,810.0,847.0,135.0,98.0,1093.0,6.0
"Prepare estimates used by management for purposes such as planning, organizing, and scheduling work.",prepare estimates used by management for purposes such as planning organizing and scheduling work,Estimate costs of goods or services.,Determine values or prices of goods or services.,Making Decisions and Solving Problems,Cost Estimators,cost estimators,13-1051.00,Cost Estimators,13-1051,13-1051.00,Cost Estimators,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.9474,False,0.2014446153846154,4.0,95.45,0.0593075591366401,0.5,E2,E2,78740.0,74990.0,97020.0,77010.0,61470.0,85460.0,86940.0,81030.0,79290.0,82730.0,74990.0,76800.0,80360.0,79700.0,82750.0,73430.0,76040.0,76250.0,74880.0,77030.0,74080.0,81190.0,100840.0,77990.0,80810.0,71230.0,76020.0,77320.0,73100.0,82200.0,79560.0,80570.0,67590.0,80430.0,74730.0,73280.0,77730.0,67800.0,80460.0,78480.0,81990.0,70260.0,74950.0,75650.0,76980.0,79610.0,81390.0,80530.0,86070.0,77480.0,76270.0,90790.0,63350.0,47130.0,78740.0,224220.0,3000.0,220.0,5760.0,1400.0,26020.0,6100.0,2350.0,730.0,270.0,13720.0,6010.0,1040.0,1600.0,5990.0,4810.0,1870.0,2250.0,1960.0,2680.0,760.0,4580.0,4520.0,6960.0,4310.0,1280.0,6580.0,1230.0,1330.0,2240.0,980.0,5240.0,900.0,11980.0,8030.0,730.0,8100.0,1860.0,2940.0,9420.0,590.0,2880.0,1030.0,4340.0,20760.0,2800.0,320.0,5840.0,7470.0,830.0,5150.0,440.0,70.0,560.0,46.0
"Prepare evaluations of software or hardware, and recommend improvements or upgrades.",prepare evaluations of software or hardware and recommend improvements or upgrades,Evaluate utility of software or hardware technologies.,"Evaluate the characteristics, usefulness, or performance of products or technologies.","Judging the Qualities of Objects, Services, or People",Computer User Support Specialists,computer user support specialists,15-1151.00,Computer User Support Specialists,15-1232,15-1232.00,Computer Support Specialists,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0904570114360276,4.64071190211346,False,0.3539673076923077,3.39,97.96,0.2746549836940527,1.0,E1,E1,61860.0,49630.0,63110.0,61410.0,46360.0,79570.0,71900.0,70210.0,62160.0,80950.0,58740.0,60440.0,56760.0,59170.0,59860.0,56510.0,58810.0,56150.0,57850.0,52440.0,60890.0,64750.0,75070.0,56240.0,63630.0,52230.0,59770.0,58460.0,60830.0,57870.0,60660.0,64470.0,53280.0,72560.0,60120.0,61310.0,59720.0,52040.0,62840.0,58670.0,62510.0,52080.0,48260.0,55990.0,59490.0,61110.0,63030.0,65040.0,75220.0,55350.0,58810.0,65100.0,37460.0,36250.0,50430.0,717190.0,7360.0,950.0,18780.0,4390.0,74490.0,16740.0,9300.0,1890.0,3140.0,51220.0,25980.0,2440.0,3650.0,26060.0,13540.0,6140.0,6780.0,9460.0,4780.0,2810.0,12200.0,17570.0,22090.0,15320.0,3830.0,13510.0,1640.0,6380.0,6560.0,3910.0,18200.0,3290.0,39100.0,23100.0,1400.0,22370.0,9600.0,8850.0,30560.0,1780.0,9880.0,1240.0,11920.0,72030.0,11120.0,1630.0,20910.0,21860.0,2250.0,12400.0,790.0,220.0,5760.0,90.0
"Prepare evaluations of software or hardware, and recommend improvements or upgrades.",prepare evaluations of software or hardware and recommend improvements or upgrades,Provide recommendations to others about computer hardware.,Advise others on the design or use of technologies.,Providing Consultation and Advice to Others,Computer User Support Specialists,computer user support specialists,15-1151.00,Computer User Support Specialists,15-1232,15-1232.00,Computer Support Specialists,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0904570114360276,4.64071190211346,False,0.3539673076923077,3.39,97.96,0.2746549836940527,1.0,E1,E1,61860.0,49630.0,63110.0,61410.0,46360.0,79570.0,71900.0,70210.0,62160.0,80950.0,58740.0,60440.0,56760.0,59170.0,59860.0,56510.0,58810.0,56150.0,57850.0,52440.0,60890.0,64750.0,75070.0,56240.0,63630.0,52230.0,59770.0,58460.0,60830.0,57870.0,60660.0,64470.0,53280.0,72560.0,60120.0,61310.0,59720.0,52040.0,62840.0,58670.0,62510.0,52080.0,48260.0,55990.0,59490.0,61110.0,63030.0,65040.0,75220.0,55350.0,58810.0,65100.0,37460.0,36250.0,50430.0,717190.0,7360.0,950.0,18780.0,4390.0,74490.0,16740.0,9300.0,1890.0,3140.0,51220.0,25980.0,2440.0,3650.0,26060.0,13540.0,6140.0,6780.0,9460.0,4780.0,2810.0,12200.0,17570.0,22090.0,15320.0,3830.0,13510.0,1640.0,6380.0,6560.0,3910.0,18200.0,3290.0,39100.0,23100.0,1400.0,22370.0,9600.0,8850.0,30560.0,1780.0,9880.0,1240.0,11920.0,72030.0,11120.0,1630.0,20910.0,21860.0,2250.0,12400.0,790.0,220.0,5760.0,90.0
"Prepare evaluations of software or hardware, and recommend improvements or upgrades.",prepare evaluations of software or hardware and recommend improvements or upgrades,Recommend changes to improve computer or information systems.,Advise others on the design or use of technologies.,Providing Consultation and Advice to Others,Computer User Support Specialists,computer user support specialists,15-1151.00,Computer User Support Specialists,15-1232,15-1232.00,Computer Support Specialists,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0904570114360276,4.64071190211346,False,0.3539673076923077,3.39,97.96,0.2746549836940527,1.0,E1,E1,61860.0,49630.0,63110.0,61410.0,46360.0,79570.0,71900.0,70210.0,62160.0,80950.0,58740.0,60440.0,56760.0,59170.0,59860.0,56510.0,58810.0,56150.0,57850.0,52440.0,60890.0,64750.0,75070.0,56240.0,63630.0,52230.0,59770.0,58460.0,60830.0,57870.0,60660.0,64470.0,53280.0,72560.0,60120.0,61310.0,59720.0,52040.0,62840.0,58670.0,62510.0,52080.0,48260.0,55990.0,59490.0,61110.0,63030.0,65040.0,75220.0,55350.0,58810.0,65100.0,37460.0,36250.0,50430.0,717190.0,7360.0,950.0,18780.0,4390.0,74490.0,16740.0,9300.0,1890.0,3140.0,51220.0,25980.0,2440.0,3650.0,26060.0,13540.0,6140.0,6780.0,9460.0,4780.0,2810.0,12200.0,17570.0,22090.0,15320.0,3830.0,13510.0,1640.0,6380.0,6560.0,3910.0,18200.0,3290.0,39100.0,23100.0,1400.0,22370.0,9600.0,8850.0,30560.0,1780.0,9880.0,1240.0,11920.0,72030.0,11120.0,1630.0,20910.0,21860.0,2250.0,12400.0,790.0,220.0,5760.0,90.0
"Prepare, examine, or analyze accounting records, financial statements, or other financial reports to assess accuracy, completeness, and conformance to reporting and procedural standards.",prepare examine or analyze accounting records financial statements or other financial reports to assess accuracy completeness and conformance to reporting and procedural standards,Examine financial records.,"Examine financial activities, operations, or systems.",Evaluating Information to Determine Compliance with Standards,Accountants and Auditors,accountants and auditors,13-2011.00,Accountants and Auditors,13-2011,13-2011.00,Accountants and Auditors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0339213792885103,4.884368737474951,False,0.3511542307692307,4.24,96.39,0.2470111606474259,1.0,E2,E2,83680.0,74880.0,83460.0,79970.0,66330.0,97050.0,97030.0,97550.0,95020.0,111530.0,79250.0,81900.0,74500.0,74730.0,80230.0,77720.0,77440.0,79000.0,75270.0,73810.0,77480.0,89370.0,99460.0,78820.0,81600.0,68100.0,76590.0,75810.0,72080.0,81600.0,83470.0,100830.0,78580.0,102640.0,82050.0,75730.0,79320.0,79370.0,85800.0,79000.0,95820.0,76560.0,78880.0,76840.0,80920.0,79990.0,78890.0,93290.0,96550.0,73320.0,79400.0,77620.0,50410.0,43530.0,59060.0,1449500.0,24300.0,2190.0,27410.0,7870.0,175360.0,35410.0,16770.0,6570.0,9810.0,91000.0,44020.0,4670.0,5570.0,54930.0,25660.0,13210.0,13610.0,11930.0,14050.0,3860.0,26170.0,46230.0,41460.0,30530.0,7350.0,28000.0,4730.0,10340.0,6930.0,7000.0,42250.0,6300.0,109830.0,49270.0,4430.0,50440.0,16720.0,14920.0,54290.0,6570.0,15270.0,5820.0,27340.0,116470.0,15490.0,2630.0,47100.0,34740.0,4900.0,25100.0,2670.0,610.0,12370.0,340.0
"Prepare, examine, or analyze accounting records, financial statements, or other financial reports to assess accuracy, completeness, and conformance to reporting and procedural standards.",prepare examine or analyze accounting records financial statements or other financial reports to assess accuracy completeness and conformance to reporting and procedural standards,Examine financial records or processes.,"Examine financial activities, operations, or systems.",Evaluating Information to Determine Compliance with Standards,Accountants and Auditors,accountants and auditors,13-2011.00,Accountants and Auditors,13-2011,13-2011.00,Accountants and Auditors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0339213792885103,4.884368737474951,False,0.3511542307692307,4.24,96.39,0.2470111606474259,1.0,E2,E2,83680.0,74880.0,83460.0,79970.0,66330.0,97050.0,97030.0,97550.0,95020.0,111530.0,79250.0,81900.0,74500.0,74730.0,80230.0,77720.0,77440.0,79000.0,75270.0,73810.0,77480.0,89370.0,99460.0,78820.0,81600.0,68100.0,76590.0,75810.0,72080.0,81600.0,83470.0,100830.0,78580.0,102640.0,82050.0,75730.0,79320.0,79370.0,85800.0,79000.0,95820.0,76560.0,78880.0,76840.0,80920.0,79990.0,78890.0,93290.0,96550.0,73320.0,79400.0,77620.0,50410.0,43530.0,59060.0,1449500.0,24300.0,2190.0,27410.0,7870.0,175360.0,35410.0,16770.0,6570.0,9810.0,91000.0,44020.0,4670.0,5570.0,54930.0,25660.0,13210.0,13610.0,11930.0,14050.0,3860.0,26170.0,46230.0,41460.0,30530.0,7350.0,28000.0,4730.0,10340.0,6930.0,7000.0,42250.0,6300.0,109830.0,49270.0,4430.0,50440.0,16720.0,14920.0,54290.0,6570.0,15270.0,5820.0,27340.0,116470.0,15490.0,2630.0,47100.0,34740.0,4900.0,25100.0,2670.0,610.0,12370.0,340.0
"Prepare, examine, or analyze accounting records, financial statements, or other financial reports to assess accuracy, completeness, and conformance to reporting and procedural standards.",prepare examine or analyze accounting records financial statements or other financial reports to assess accuracy completeness and conformance to reporting and procedural standards,Analyze business or financial data.,Analyze business or financial data.,Analyzing Data or Information,Accountants and Auditors,accountants and auditors,13-2011.00,Accountants and Auditors,13-2011,13-2011.00,Accountants and Auditors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0339213792885103,4.884368737474951,False,0.3511542307692307,4.24,96.39,0.2470111606474259,1.0,E2,E2,83680.0,74880.0,83460.0,79970.0,66330.0,97050.0,97030.0,97550.0,95020.0,111530.0,79250.0,81900.0,74500.0,74730.0,80230.0,77720.0,77440.0,79000.0,75270.0,73810.0,77480.0,89370.0,99460.0,78820.0,81600.0,68100.0,76590.0,75810.0,72080.0,81600.0,83470.0,100830.0,78580.0,102640.0,82050.0,75730.0,79320.0,79370.0,85800.0,79000.0,95820.0,76560.0,78880.0,76840.0,80920.0,79990.0,78890.0,93290.0,96550.0,73320.0,79400.0,77620.0,50410.0,43530.0,59060.0,1449500.0,24300.0,2190.0,27410.0,7870.0,175360.0,35410.0,16770.0,6570.0,9810.0,91000.0,44020.0,4670.0,5570.0,54930.0,25660.0,13210.0,13610.0,11930.0,14050.0,3860.0,26170.0,46230.0,41460.0,30530.0,7350.0,28000.0,4730.0,10340.0,6930.0,7000.0,42250.0,6300.0,109830.0,49270.0,4430.0,50440.0,16720.0,14920.0,54290.0,6570.0,15270.0,5820.0,27340.0,116470.0,15490.0,2630.0,47100.0,34740.0,4900.0,25100.0,2670.0,610.0,12370.0,340.0
"Prepare financial or regulatory reports required by laws, regulations, or boards of directors.",prepare financial or regulatory reports required by laws regulations or boards of directors,"Prepare financial documents, reports, or budgets.","Prepare financial documents, reports, or budgets.",Documenting/Recording Information,Financial Managers,financial managers,11-3031.00,Financial Managers,11-3031,11-3031.00,Financial Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.8387,False,0.883166923076923,4.04,51.99,0.455212565128747,0.8999999999999999,E2,E2,166570.0,140500.0,127030.0,139830.0,116570.0,180770.0,182690.0,174830.0,181580.0,188880.0,153280.0,166790.0,134210.0,127210.0,165880.0,135840.0,133320.0,159380.0,130650.0,126800.0,133610.0,158750.0,206760.0,139370.0,163410.0,111390.0,143460.0,131060.0,140360.0,132490.0,144730.0,199110.0,133700.0,219880.0,166780.0,135890.0,140870.0,132460.0,156460.0,145610.0,166940.0,136160.0,159700.0,141010.0,164860.0,150450.0,128690.0,185220.0,174840.0,113140.0,139720.0,124910.0,80390.0,90660.0,94990.0,19400.0,7200.0,140.0,1030.0,492.0,6452.0,736.0,1386.0,194.0,617.0,3382.0,1479.0,262.0,216.0,3645.0,868.0,631.0,359.0,458.0,489.0,216.0,1367.0,1808.0,1555.0,1153.0,240.0,922.0,104.0,389.0,559.0,299.0,32510.0,175.0,5588.0,1553.0,148.0,1892.0,461.0,526.0,2225.0,178.0,624.0,69.0,1219.0,4969.0,613.0,124.0,1442.0,894.0,180.0,1074.0,50.0,26.0,263.0,12.0
"Prepare financial or regulatory reports required by laws, regulations, or boards of directors.",prepare financial or regulatory reports required by laws regulations or boards of directors,Prepare reports related to compliance matters.,Prepare legal or regulatory documents.,Documenting/Recording Information,Financial Managers,financial managers,11-3031.00,Financial Managers,11-3031,11-3031.00,Financial Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.8387,False,0.883166923076923,4.04,51.99,0.455212565128747,0.8999999999999999,E2,E2,166570.0,140500.0,127030.0,139830.0,116570.0,180770.0,182690.0,174830.0,181580.0,188880.0,153280.0,166790.0,134210.0,127210.0,165880.0,135840.0,133320.0,159380.0,130650.0,126800.0,133610.0,158750.0,206760.0,139370.0,163410.0,111390.0,143460.0,131060.0,140360.0,132490.0,144730.0,199110.0,133700.0,219880.0,166780.0,135890.0,140870.0,132460.0,156460.0,145610.0,166940.0,136160.0,159700.0,141010.0,164860.0,150450.0,128690.0,185220.0,174840.0,113140.0,139720.0,124910.0,80390.0,90660.0,94990.0,19400.0,7200.0,140.0,1030.0,492.0,6452.0,736.0,1386.0,194.0,617.0,3382.0,1479.0,262.0,216.0,3645.0,868.0,631.0,359.0,458.0,489.0,216.0,1367.0,1808.0,1555.0,1153.0,240.0,922.0,104.0,389.0,559.0,299.0,32510.0,175.0,5588.0,1553.0,148.0,1892.0,461.0,526.0,2225.0,178.0,624.0,69.0,1219.0,4969.0,613.0,124.0,1442.0,894.0,180.0,1074.0,50.0,26.0,263.0,12.0
"Prepare financial or regulatory reports required by laws, regulations, or boards of directors.",prepare financial or regulatory reports required by laws regulations or boards of directors,Maintain regulatory or compliance documentation.,Prepare legal or regulatory documents.,Documenting/Recording Information,Financial Managers,financial managers,11-3031.00,Financial Managers,11-3031,11-3031.00,Financial Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.8387,False,0.883166923076923,4.04,51.99,0.455212565128747,0.8999999999999999,E2,E2,166570.0,140500.0,127030.0,139830.0,116570.0,180770.0,182690.0,174830.0,181580.0,188880.0,153280.0,166790.0,134210.0,127210.0,165880.0,135840.0,133320.0,159380.0,130650.0,126800.0,133610.0,158750.0,206760.0,139370.0,163410.0,111390.0,143460.0,131060.0,140360.0,132490.0,144730.0,199110.0,133700.0,219880.0,166780.0,135890.0,140870.0,132460.0,156460.0,145610.0,166940.0,136160.0,159700.0,141010.0,164860.0,150450.0,128690.0,185220.0,174840.0,113140.0,139720.0,124910.0,80390.0,90660.0,94990.0,19400.0,7200.0,140.0,1030.0,492.0,6452.0,736.0,1386.0,194.0,617.0,3382.0,1479.0,262.0,216.0,3645.0,868.0,631.0,359.0,458.0,489.0,216.0,1367.0,1808.0,1555.0,1153.0,240.0,922.0,104.0,389.0,559.0,299.0,32510.0,175.0,5588.0,1553.0,148.0,1892.0,461.0,526.0,2225.0,178.0,624.0,69.0,1219.0,4969.0,613.0,124.0,1442.0,894.0,180.0,1074.0,50.0,26.0,263.0,12.0
Prepare financial reports to monitor client or corporate finances.,prepare financial reports to monitor client or corporate finances,"Prepare financial documents, reports, or budgets.","Prepare financial documents, reports, or budgets.",Documenting/Recording Information,"Securities, Commodities, and Financial Services Sales Agents",securities commodities and financial services sales agents,41-3031.00,"Securities, Commodities, and Financial Services Sales Agents",41-3031,41-3031.00,"Securities, Commodities, and Financial Services Sales Agents","Sales Representatives, Services",Sales and Related Occupations,2026-05-31,0.0113071264295034,4.729830201949161,False,0.74872,3.82,81.15,0.1764027977007427,0.4,E2,E2,78660.0,49230.0,76360.0,74840.0,54660.0,79730.0,67010.0,98560.0,83750.0,72010.0,62770.0,59990.0,57590.0,64620.0,99840.0,68290.0,64290.0,75810.0,59110.0,48040.0,59970.0,61660.0,100310.0,73480.0,83350.0,46680.0,78500.0,78660.0,82560.0,61490.0,78930.0,82420.0,60850.0,168340.0,74040.0,63670.0,73300.0,76080.0,76710.0,71840.0,78660.0,55390.0,86780.0,58050.0,78470.0,64660.0,88280.0,62910.0,75510.0,50050.0,74010.0,78660.0,78660.0,36930.0,35160.0,489570.0,4710.0,260.0,14600.0,2330.0,55860.0,12360.0,5730.0,2300.0,1500.0,42600.0,14950.0,420.0,1690.0,27920.0,6460.0,2300.0,2310.0,5340.0,4130.0,690.0,8420.0,14510.0,7160.0,8820.0,1950.0,8770.0,430.0,2150.0,3140.0,1530.0,15230.0,1690.0,55630.0,21890.0,740.0,13520.0,2310.0,2900.0,15510.0,1780.0,7230.0,730.0,11370.0,41640.0,4520.0,240.0,11320.0,8770.0,930.0,5980.0,280.0,208.0,970.0,80.0
"Prepare forecasts or briefings to meet the needs of industry, business, government, or other groups.",prepare forecasts or briefings to meet the needs of industry business government or other groups,Prepare scientific or technical reports or presentations.,Present research or technical information.,Documenting/Recording Information,Atmospheric and Space Scientists,atmospheric and space scientists,19-2021.00,Atmospheric and Space Scientists,19-2021,19-2021.00,Atmospheric and Space Scientists,Physical Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,5.0,False,1.549143076923077,4.12,85.0,0.1056484205043356,0.1,E1,E2,99070.0,81080.0,94380.0,115020.0,71940.0,124920.0,104670.0,85110.0,99070.0,103860.0,115960.0,96820.0,121010.0,119430.0,112280.0,103680.0,76850.0,109300.0,103240.0,97470.0,103710.0,128800.0,108050.0,103210.0,106270.0,99070.0,114230.0,108890.0,60540.0,109300.0,42820.0,120180.0,110070.0,117540.0,91560.0,91560.0,78580.0,76480.0,112260.0,75890.0,99070.0,82240.0,78900.0,96190.0,84990.0,96520.0,99070.0,83880.0,94400.0,80690.0,85870.0,99940.0,99070.0,63910.0,99070.0,10000.0,340.0,21.0,80.0,83.0,510.0,1150.0,50.0,31.0,70.0,270.0,170.0,70.0,50.0,110.0,80.0,100.0,80.0,100.0,70.0,50.0,750.0,232.0,150.0,50.0,74.0,160.0,70.0,160.0,120.0,130.0,60.0,60.0,370.0,170.0,40.0,160.0,420.0,100.0,160.0,32.0,150.0,130.0,230.0,720.0,170.0,19.0,350.0,190.0,40.0,280.0,40.0,4.0,40.0,2.0
"Prepare geometric layouts from graphic displays, using computer-assisted drafting software or drafting instruments and graph paper.",prepare geometric layouts from graphic displays using computerassisted drafting software or drafting instruments and graph paper,Create diagrams or blueprints for workpieces or products.,Create visual designs or displays.,Thinking Creatively,"Computer Numerically Controlled Machine Tool Programmers, Metal and Plastic",computer numerically controlled machine tool programmers metal and plastic,51-4012.00,Computer Numerically Controlled Tool Programmers,51-9162,51-9162.00,Computer Numerically Controlled Tool Operators and Programmers,Other Production Occupations,Production Occupations,2026-05-31,0.0030529241359659,4.684131586841316,False,1.6588484615384615,3.78,79.07,0.4428821474839834,0.4,E2,E1,68120.0,64590.0,68120.0,74450.0,56390.0,82090.0,69570.0,86390.0,68120.0,68120.0,63970.0,61360.0,68120.0,63560.0,68830.0,63200.0,57780.0,76080.0,64980.0,68120.0,72920.0,65670.0,81670.0,64640.0,74190.0,50190.0,78130.0,70860.0,63190.0,57210.0,71680.0,70460.0,68120.0,68730.0,63990.0,75990.0,60080.0,65590.0,75150.0,66330.0,62640.0,69470.0,66650.0,69700.0,69550.0,65610.0,77980.0,74390.0,81420.0,68120.0,67460.0,68120.0,68120.0,68120.0,68120.0,28500.0,420.0,59.0,470.0,210.0,2990.0,410.0,500.0,88.0,128.0,770.0,420.0,114.0,120.0,1070.0,1490.0,640.0,680.0,230.0,352.0,50.0,200.0,680.0,2300.0,1250.0,140.0,430.0,60.0,70.0,130.0,290.0,520.0,159.0,1140.0,760.0,40.0,2370.0,330.0,500.0,1080.0,70.0,340.0,80.0,330.0,1930.0,150.0,140.0,330.0,660.0,128.0,1610.0,51.0,12.0,171.0,6.0
Prepare graphic representations or drawings of proposed plans or designs.,prepare graphic representations or drawings of proposed plans or designs,Create graphical representations of structures or landscapes.,Create visual designs or displays.,Thinking Creatively,Landscape Architects,landscape architects,17-1012.00,Landscape Architects,17-1012,17-1012.00,"Architects, Except Naval","Architects, Surveyors, and Cartographers",Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.670715659479704,False,0.6114223076923078,4.16,95.0,0.3439873425425673,0.7,E2,E2,79870.0,101220.0,79870.0,75310.0,60840.0,98380.0,78290.0,76680.0,79870.0,85100.0,79650.0,73570.0,79870.0,73950.0,67460.0,64980.0,87270.0,73760.0,68460.0,79870.0,82440.0,92880.0,88000.0,77670.0,79870.0,79870.0,76670.0,81330.0,62170.0,85140.0,71500.0,95020.0,71990.0,87360.0,83420.0,79870.0,63790.0,64370.0,73600.0,77130.0,85420.0,79870.0,70620.0,95250.0,89220.0,94430.0,69740.0,81380.0,76720.0,79870.0,69520.0,79870.0,79870.0,50960.0,79870.0,19600.0,230.0,41.0,390.0,100.0,2310.0,690.0,270.0,30.0,170.0,1210.0,410.0,79.0,160.0,810.0,460.0,80.0,150.0,140.0,110.0,110.0,870.0,500.0,650.0,400.0,146.0,110.0,80.0,190.0,180.0,50.0,360.0,50.0,920.0,1080.0,54.0,480.0,170.0,350.0,910.0,90.0,289.0,80.0,260.0,1450.0,90.0,38.0,570.0,760.0,88.0,450.0,35.0,8.0,30.0,4.0
"Prepare information regarding design, structure specifications, materials, color, equipment, estimated costs, or construction time.",prepare information regarding design structure specifications materials color equipment estimated costs or construction time,Document technical design details.,"Document technical designs, procedures, or activities.",Documenting/Recording Information,"Architects, Except Landscape and Naval",architects except landscape and naval,17-1011.00,"Architects, Except Landscape and Naval",17-1011,17-1011.00,"Architects, Except Naval","Architects, Surveyors, and Cartographers",Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.828153564899452,False,1.8553846153846152,4.4,100.0,0.1475471428571428,0.1,E2,E2,99280.0,95990.0,108730.0,102000.0,78190.0,108540.0,102400.0,103540.0,97030.0,102040.0,96240.0,100420.0,102340.0,93710.0,81780.0,96060.0,96810.0,85490.0,97680.0,79580.0,78600.0,114550.0,117330.0,88430.0,99940.0,80870.0,98490.0,97290.0,91530.0,101570.0,101100.0,99800.0,77720.0,99280.0,95700.0,97110.0,94960.0,100350.0,98800.0,97030.0,105160.0,101550.0,102500.0,94030.0,94490.0,95590.0,82400.0,97680.0,100190.0,96470.0,98510.0,120580.0,69990.0,60120.0,99280.0,106770.0,990.0,210.0,1550.0,720.0,13270.0,3290.0,1200.0,120.0,1700.0,5580.0,2440.0,600.0,850.0,5130.0,1430.0,650.0,840.0,630.0,1200.0,500.0,1800.0,4590.0,2630.0,2340.0,330.0,2150.0,550.0,620.0,530.0,250.0,2390.0,600.0,10360.0,2980.0,290.0,3480.0,910.0,2050.0,3760.0,550.0,1030.0,180.0,2570.0,7820.0,1520.0,320.0,2130.0,3720.0,80.0,1230.0,130.0,40.0,790.0,22.0
"Prepare instructional program objectives, outlines, and lesson plans.",prepare instructional program objectives outlines and lesson plans,Develop instructional objectives.,"Develop educational programs, plans, or procedures.",Thinking Creatively,Self-Enrichment Education Teachers,selfenrichment education teachers,25-3021.00,Self-Enrichment Teachers,25-3021,25-3021.00,Self-Enrichment Teachers,Other Teachers and Instructors,Educational Instruction and Library Occupations,2026-05-31,0.0030529241359659,4.710561428718055,False,0.9442169230769232,3.92,88.2,0.3589381208845583,0.5,E1,E1,46800.0,38430.0,47710.0,44110.0,30810.0,49570.0,44710.0,55240.0,34730.0,66430.0,45830.0,52320.0,51960.0,36490.0,44230.0,36980.0,35670.0,41290.0,39990.0,37760.0,46720.0,51630.0,49430.0,40350.0,45660.0,38770.0,43090.0,45050.0,38240.0,47020.0,59880.0,53780.0,45890.0,57790.0,41710.0,35100.0,37360.0,38010.0,53790.0,41740.0,41960.0,39800.0,49720.0,38730.0,36140.0,43580.0,53190.0,49160.0,48020.0,45010.0,37820.0,46640.0,46800.0,36110.0,37590.0,332110.0,2130.0,190.0,2330.0,900.0,60260.0,9700.0,5080.0,260.0,600.0,11800.0,10030.0,1730.0,2190.0,15030.0,3710.0,2910.0,1070.0,1630.0,3030.0,1120.0,6570.0,11950.0,7190.0,9050.0,690.0,5010.0,1070.0,3360.0,1690.0,1820.0,13380.0,1840.0,31120.0,9320.0,470.0,8860.0,2710.0,5580.0,15270.0,1400.0,3430.0,140.0,3530.0,16680.0,5180.0,1190.0,8730.0,12890.0,540.0,5140.0,610.0,141.0,880.0,50.0
"Prepare instructional program objectives, outlines, and lesson plans.",prepare instructional program objectives outlines and lesson plans,Document lesson plans.,Prepare informational or instructional materials.,Documenting/Recording Information,Self-Enrichment Education Teachers,selfenrichment education teachers,25-3021.00,Self-Enrichment Teachers,25-3021,25-3021.00,Self-Enrichment Teachers,Other Teachers and Instructors,Educational Instruction and Library Occupations,2026-05-31,0.0030529241359659,4.710561428718055,False,0.9442169230769232,3.92,88.2,0.3589381208845583,0.5,E1,E1,46800.0,38430.0,47710.0,44110.0,30810.0,49570.0,44710.0,55240.0,34730.0,66430.0,45830.0,52320.0,51960.0,36490.0,44230.0,36980.0,35670.0,41290.0,39990.0,37760.0,46720.0,51630.0,49430.0,40350.0,45660.0,38770.0,43090.0,45050.0,38240.0,47020.0,59880.0,53780.0,45890.0,57790.0,41710.0,35100.0,37360.0,38010.0,53790.0,41740.0,41960.0,39800.0,49720.0,38730.0,36140.0,43580.0,53190.0,49160.0,48020.0,45010.0,37820.0,46640.0,46800.0,36110.0,37590.0,332110.0,2130.0,190.0,2330.0,900.0,60260.0,9700.0,5080.0,260.0,600.0,11800.0,10030.0,1730.0,2190.0,15030.0,3710.0,2910.0,1070.0,1630.0,3030.0,1120.0,6570.0,11950.0,7190.0,9050.0,690.0,5010.0,1070.0,3360.0,1690.0,1820.0,13380.0,1840.0,31120.0,9320.0,470.0,8860.0,2710.0,5580.0,15270.0,1400.0,3430.0,140.0,3530.0,16680.0,5180.0,1190.0,8730.0,12890.0,540.0,5140.0,610.0,141.0,880.0,50.0
"Prepare invoices, reports, memos, letters, financial statements, and other documents, using word processing, spreadsheet, database, or presentation software.",prepare invoices reports memos letters financial statements and other documents using word processing spreadsheet database or presentation software,Prepare research or technical reports.,Present research or technical information.,Documenting/Recording Information,Executive Secretaries and Executive Administrative Assistants,executive secretaries and executive administrative assistants,43-6011.00,Executive Secretaries and Executive Administrative Assistants,43-6011,43-6011.00,Secretaries and Administrative Assistants,Secretaries and Administrative Assistants,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.56722306525038,False,2.126328846153846,4.17,96.45,0.674527570057968,0.4,E1,E1,76590.0,69450.0,66210.0,70770.0,51600.0,89000.0,65850.0,82520.0,78920.0,90850.0,64710.0,68290.0,80710.0,60200.0,74390.0,59080.0,62340.0,64860.0,62410.0,53240.0,64100.0,78540.0,82650.0,66840.0,78470.0,55670.0,60320.0,59750.0,66210.0,67830.0,71650.0,89520.0,73890.0,80640.0,70140.0,61270.0,69600.0,59910.0,75480.0,75270.0,77820.0,60890.0,55170.0,68190.0,71990.0,61130.0,70770.0,80330.0,79250.0,63820.0,68920.0,52210.0,43930.0,37120.0,56720.0,459910.0,2880.0,1320.0,6490.0,2070.0,59640.0,10340.0,6490.0,1320.0,4560.0,19220.0,14560.0,1440.0,1180.0,14900.0,5060.0,4150.0,2750.0,2700.0,9270.0,2320.0,13960.0,14820.0,9030.0,7970.0,1240.0,8500.0,550.0,1860.0,2670.0,1210.0,11690.0,2800.0,88890.0,8890.0,540.0,10940.0,2810.0,6000.0,12910.0,950.0,3880.0,1230.0,5360.0,34520.0,5440.0,770.0,10360.0,11560.0,860.0,4480.0,560.0,80.0,7100.0,170.0
"Prepare invoices, reports, memos, letters, financial statements, and other documents, using word processing, spreadsheet, database, or presentation software.",prepare invoices reports memos letters financial statements and other documents using word processing spreadsheet database or presentation software,Maintain medical records.,Maintain health or medical records.,Documenting/Recording Information,Executive Secretaries and Executive Administrative Assistants,executive secretaries and executive administrative assistants,43-6011.00,Executive Secretaries and Executive Administrative Assistants,43-6011,43-6011.00,Secretaries and Administrative Assistants,Secretaries and Administrative Assistants,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.56722306525038,False,2.126328846153846,4.17,96.45,0.674527570057968,0.4,E1,E1,76590.0,69450.0,66210.0,70770.0,51600.0,89000.0,65850.0,82520.0,78920.0,90850.0,64710.0,68290.0,80710.0,60200.0,74390.0,59080.0,62340.0,64860.0,62410.0,53240.0,64100.0,78540.0,82650.0,66840.0,78470.0,55670.0,60320.0,59750.0,66210.0,67830.0,71650.0,89520.0,73890.0,80640.0,70140.0,61270.0,69600.0,59910.0,75480.0,75270.0,77820.0,60890.0,55170.0,68190.0,71990.0,61130.0,70770.0,80330.0,79250.0,63820.0,68920.0,52210.0,43930.0,37120.0,56720.0,459910.0,2880.0,1320.0,6490.0,2070.0,59640.0,10340.0,6490.0,1320.0,4560.0,19220.0,14560.0,1440.0,1180.0,14900.0,5060.0,4150.0,2750.0,2700.0,9270.0,2320.0,13960.0,14820.0,9030.0,7970.0,1240.0,8500.0,550.0,1860.0,2670.0,1210.0,11690.0,2800.0,88890.0,8890.0,540.0,10940.0,2810.0,6000.0,12910.0,950.0,3880.0,1230.0,5360.0,34520.0,5440.0,770.0,10360.0,11560.0,860.0,4480.0,560.0,80.0,7100.0,170.0
"Prepare invoices, reports, memos, letters, financial statements, and other documents, using word processing, spreadsheet, database, or presentation software.",prepare invoices reports memos letters financial statements and other documents using word processing spreadsheet database or presentation software,"Prepare documentation for contracts, transactions, or regulatory compliance.","Prepare documentation for contracts, applications, or permits.",Documenting/Recording Information,Executive Secretaries and Executive Administrative Assistants,executive secretaries and executive administrative assistants,43-6011.00,Executive Secretaries and Executive Administrative Assistants,43-6011,43-6011.00,Secretaries and Administrative Assistants,Secretaries and Administrative Assistants,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.56722306525038,False,2.126328846153846,4.17,96.45,0.674527570057968,0.4,E1,E1,76590.0,69450.0,66210.0,70770.0,51600.0,89000.0,65850.0,82520.0,78920.0,90850.0,64710.0,68290.0,80710.0,60200.0,74390.0,59080.0,62340.0,64860.0,62410.0,53240.0,64100.0,78540.0,82650.0,66840.0,78470.0,55670.0,60320.0,59750.0,66210.0,67830.0,71650.0,89520.0,73890.0,80640.0,70140.0,61270.0,69600.0,59910.0,75480.0,75270.0,77820.0,60890.0,55170.0,68190.0,71990.0,61130.0,70770.0,80330.0,79250.0,63820.0,68920.0,52210.0,43930.0,37120.0,56720.0,459910.0,2880.0,1320.0,6490.0,2070.0,59640.0,10340.0,6490.0,1320.0,4560.0,19220.0,14560.0,1440.0,1180.0,14900.0,5060.0,4150.0,2750.0,2700.0,9270.0,2320.0,13960.0,14820.0,9030.0,7970.0,1240.0,8500.0,550.0,1860.0,2670.0,1210.0,11690.0,2800.0,88890.0,8890.0,540.0,10940.0,2810.0,6000.0,12910.0,950.0,3880.0,1230.0,5360.0,34520.0,5440.0,770.0,10360.0,11560.0,860.0,4480.0,560.0,80.0,7100.0,170.0
"Prepare itemized statements, bills, or invoices and record amounts due for items purchased or services rendered.",prepare itemized statements bills or invoices and record amounts due for items purchased or services rendered,Maintain financial or account records.,Maintain sales or financial records.,Documenting/Recording Information,Billing and Posting Clerks,billing and posting clerks,43-3021.00,Billing and Posting Clerks,43-3021,43-3021.00,Billing and Posting Clerks,Financial Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.656234376562344,False,2.178947307692308,4.62,69.96,0.3406455754454363,0.3,E1,E1,48500.0,39520.0,52170.0,47730.0,38780.0,56260.0,52670.0,52000.0,52110.0,64330.0,46540.0,47390.0,51240.0,46440.0,49730.0,46400.0,47110.0,46420.0,45590.0,43170.0,47840.0,52210.0,56110.0,46890.0,55810.0,41190.0,46760.0,46730.0,47410.0,47430.0,50710.0,51750.0,46120.0,53320.0,47160.0,48550.0,46390.0,45120.0,51860.0,46890.0,52910.0,45250.0,46180.0,46330.0,45910.0,46470.0,50730.0,47580.0,56090.0,39300.0,48230.0,44880.0,26900.0,28490.0,43430.0,404060.0,3780.0,370.0,8490.0,4390.0,41290.0,8170.0,4170.0,1270.0,530.0,28560.0,11450.0,1340.0,2850.0,21010.0,8060.0,3660.0,3890.0,5200.0,5970.0,1850.0,5960.0,7430.0,12550.0,6300.0,3040.0,8550.0,1890.0,3310.0,3720.0,1480.0,14910.0,2050.0,32770.0,7000.0,660.0,19480.0,4460.0,5030.0,15800.0,980.0,5550.0,770.0,7990.0,31150.0,4000.0,890.0,7500.0,11960.0,2180.0,7790.0,580.0,80.0,4800.0,30.0
"Prepare itemized statements, bills, or invoices and record amounts due for items purchased or services rendered.",prepare itemized statements bills or invoices and record amounts due for items purchased or services rendered,"Prepare documentation for contracts, transactions, or regulatory compliance.","Prepare documentation for contracts, applications, or permits.",Documenting/Recording Information,Billing and Posting Clerks,billing and posting clerks,43-3021.00,Billing and Posting Clerks,43-3021,43-3021.00,Billing and Posting Clerks,Financial Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.656234376562344,False,2.178947307692308,4.62,69.96,0.3406455754454363,0.3,E1,E1,48500.0,39520.0,52170.0,47730.0,38780.0,56260.0,52670.0,52000.0,52110.0,64330.0,46540.0,47390.0,51240.0,46440.0,49730.0,46400.0,47110.0,46420.0,45590.0,43170.0,47840.0,52210.0,56110.0,46890.0,55810.0,41190.0,46760.0,46730.0,47410.0,47430.0,50710.0,51750.0,46120.0,53320.0,47160.0,48550.0,46390.0,45120.0,51860.0,46890.0,52910.0,45250.0,46180.0,46330.0,45910.0,46470.0,50730.0,47580.0,56090.0,39300.0,48230.0,44880.0,26900.0,28490.0,43430.0,404060.0,3780.0,370.0,8490.0,4390.0,41290.0,8170.0,4170.0,1270.0,530.0,28560.0,11450.0,1340.0,2850.0,21010.0,8060.0,3660.0,3890.0,5200.0,5970.0,1850.0,5960.0,7430.0,12550.0,6300.0,3040.0,8550.0,1890.0,3310.0,3720.0,1480.0,14910.0,2050.0,32770.0,7000.0,660.0,19480.0,4460.0,5030.0,15800.0,980.0,5550.0,770.0,7990.0,31150.0,4000.0,890.0,7500.0,11960.0,2180.0,7790.0,580.0,80.0,4800.0,30.0
"Prepare lesson materials, bulletin board displays, exhibits, equipment, and demonstrations.",prepare lesson materials bulletin board displays exhibits equipment and demonstrations,Develop instructional materials.,Prepare informational or instructional materials.,Documenting/Recording Information,Teacher Assistants,teacher assistants,25-9041.00,"Teaching Assistants, Preschool, Elementary, Middle, and Secondary School, Except Special Education",25-9042,25-9042.00,Teaching Assistants,Other Educational Instruction and Library Occupations,Educational Instruction and Library Occupations,2026-05-31,0.0015264620679829,4.521757278514036,True,0.6794269230769231,3.85,86.06,0.195075579386242,0.4,E1,E2,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,396110.0,5349.0,824.0,8197.0,3299.0,46090.0,7272.0,4292.0,1227.0,1776.0,25128.0,12372.0,1588.0,2170.0,15431.0,8101.0,3946.0,3638.0,5062.0,4896.0,1621.0,6992.0,9205.0,11144.0,7464.999999999999,2943.0,7429.999999999999,1295.0,2592.0,3926.0,1729.0,10845.0,2204.0,24516.0,12505.0,1087.0,14045.0,4321.0,4978.0,15347.0,1269.0,5833.0,1157.0,8297.0,35607.0,4392.0,769.0,10399.0,8986.0,1775.0,7443.999999999999,710.0,169.0,2375.0,81.0
"Prepare lesson materials, bulletin board displays, exhibits, equipment, and demonstrations.",prepare lesson materials bulletin board displays exhibits equipment and demonstrations,Develop instructional materials.,Prepare informational or instructional materials.,Documenting/Recording Information,Teacher Assistants,teacher assistants,25-9041.00,"Teaching Assistants, Special Education",25-9043,25-9043.00,Teaching Assistants,Other Educational Instruction and Library Occupations,Educational Instruction and Library Occupations,2026-05-31,0.0015264620679829,4.521757278514036,True,0.6529234615384616,3.03,72.95,0.0437587967587967,0.1,E1,E2,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,396110.0,5349.0,824.0,8197.0,3299.0,46090.0,7272.0,4292.0,1227.0,1776.0,25128.0,12372.0,1588.0,2170.0,15431.0,8101.0,3946.0,3638.0,5062.0,4896.0,1621.0,6992.0,9205.0,11144.0,7464.999999999999,2943.0,7429.999999999999,1295.0,2592.0,3926.0,1729.0,10845.0,2204.0,24516.0,12505.0,1087.0,14045.0,4321.0,4978.0,15347.0,1269.0,5833.0,1157.0,8297.0,35607.0,4392.0,769.0,10399.0,8986.0,1775.0,7443.999999999999,710.0,169.0,2375.0,81.0
"Prepare, maintain, or review validation and compliance documentation, such as engineering change notices, schematics, or protocols.",prepare maintain or review validation and compliance documentation such as engineering change notices schematics or protocols,Maintain operational records or records systems.,Maintain operational records.,Documenting/Recording Information,Validation Engineers,validation engineers,17-2199.02,Validation Engineers,17-2112,17-2112.02,"Industrial Engineers, Including Health and Safety",Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.812418758124188,False,0.7538461538461538,4.1,100.0,0.3762380952380954,0.6,E2,E1,102440.0,99880.0,156510.0,108280.0,98410.0,124600.0,109750.0,104160.0,120190.0,103300.0,101610.0,100100.0,123800.0,100840.0,100540.0,97480.0,97690.0,99830.0,96820.0,122920.0,101030.0,119930.0,109420.0,101680.0,102660.0,95830.0,99290.0,104430.0,98170.0,102090.0,101310.0,103840.0,128090.0,102640.0,99310.0,96940.0,100060.0,97510.0,128290.0,99560.0,109350.0,101060.0,93200.0,99080.0,104560.0,103940.0,103010.0,102550.0,129050.0,108360.0,96980.0,122070.0,102440.0,81820.0,102440.0,72148.0,6036.0,174.0,5934.0,1349.0,25787.0,4103.0,4750.0,647.0,126.0,11086.0,7054.0,39.0,1049.0,14708.0,9216.0,2841.0,2722.0,4790.0,1349.0,813.0,3077.0,9051.0,24453.0,13872.0,1933.0,4001.0,308.0,915.0,1239.0,1531.0,5421.0,900.0,9319.0,9137.0,473.0,18527.0,1712.0,4584.0,10400.0,781.0,6281.0,655.0,5871.0,24445.0,4356.0,347.0,4403.0,4837.0,671.0,10313.0,189.0,31.0,2170.0,15.0
"Prepare, maintain, or review validation and compliance documentation, such as engineering change notices, schematics, or protocols.",prepare maintain or review validation and compliance documentation such as engineering change notices schematics or protocols,Document technical design details.,"Document technical designs, procedures, or activities.",Documenting/Recording Information,Validation Engineers,validation engineers,17-2199.02,Validation Engineers,17-2112,17-2112.02,"Industrial Engineers, Including Health and Safety",Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.812418758124188,False,0.7538461538461538,4.1,100.0,0.3762380952380954,0.6,E2,E1,102440.0,99880.0,156510.0,108280.0,98410.0,124600.0,109750.0,104160.0,120190.0,103300.0,101610.0,100100.0,123800.0,100840.0,100540.0,97480.0,97690.0,99830.0,96820.0,122920.0,101030.0,119930.0,109420.0,101680.0,102660.0,95830.0,99290.0,104430.0,98170.0,102090.0,101310.0,103840.0,128090.0,102640.0,99310.0,96940.0,100060.0,97510.0,128290.0,99560.0,109350.0,101060.0,93200.0,99080.0,104560.0,103940.0,103010.0,102550.0,129050.0,108360.0,96980.0,122070.0,102440.0,81820.0,102440.0,72148.0,6036.0,174.0,5934.0,1349.0,25787.0,4103.0,4750.0,647.0,126.0,11086.0,7054.0,39.0,1049.0,14708.0,9216.0,2841.0,2722.0,4790.0,1349.0,813.0,3077.0,9051.0,24453.0,13872.0,1933.0,4001.0,308.0,915.0,1239.0,1531.0,5421.0,900.0,9319.0,9137.0,473.0,18527.0,1712.0,4584.0,10400.0,781.0,6281.0,655.0,5871.0,24445.0,4356.0,347.0,4403.0,4837.0,671.0,10313.0,189.0,31.0,2170.0,15.0
"Prepare, maintain, or revise quality assurance documentation or procedures.",prepare maintain or revise quality assurance documentation or procedures,Maintain operational records or records systems.,Maintain operational records.,Documenting/Recording Information,Environmental Engineers,environmental engineers,17-2081.00,Environmental Engineers,17-2081,17-2081.00,Environmental Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0113071264295034,4.71078629032258,False,0.1631142307692307,3.84,95.24,0.0911550018284014,0.8999999999999999,E2,E1,107110.0,102650.0,110220.0,93970.0,85280.0,130410.0,106890.0,114710.0,95720.0,107110.0,116840.0,96530.0,107880.0,117520.0,107990.0,92460.0,94830.0,94070.0,107520.0,130510.0,93930.0,97570.0,115800.0,105080.0,115750.0,91100.0,98170.0,100140.0,120620.0,109720.0,88610.0,102630.0,108360.0,101270.0,99440.0,91370.0,113180.0,92090.0,127100.0,103330.0,101140.0,96140.0,98890.0,97190.0,123060.0,103380.0,92580.0,104940.0,125460.0,83200.0,89990.0,106330.0,107110.0,77560.0,107110.0,38340.0,780.0,260.0,690.0,210.0,4550.0,1320.0,450.0,150.0,172.0,1800.0,830.0,150.0,400.0,940.0,520.0,150.0,320.0,350.0,340.0,220.0,1030.0,1880.0,810.0,1080.0,260.0,510.0,300.0,270.0,290.0,210.0,990.0,500.0,3170.0,1210.0,90.0,730.0,530.0,650.0,1750.0,200.0,560.0,90.0,540.0,1940.0,410.0,110.0,1010.0,1920.0,370.0,890.0,200.0,16.0,110.0,8.0
"Prepare, maintain, or revise quality assurance documentation or procedures.",prepare maintain or revise quality assurance documentation or procedures,Prepare procedural documents.,"Document technical designs, procedures, or activities.",Documenting/Recording Information,Environmental Engineers,environmental engineers,17-2081.00,Environmental Engineers,17-2081,17-2081.00,Environmental Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0113071264295034,4.71078629032258,False,0.1631142307692307,3.84,95.24,0.0911550018284014,0.8999999999999999,E2,E1,107110.0,102650.0,110220.0,93970.0,85280.0,130410.0,106890.0,114710.0,95720.0,107110.0,116840.0,96530.0,107880.0,117520.0,107990.0,92460.0,94830.0,94070.0,107520.0,130510.0,93930.0,97570.0,115800.0,105080.0,115750.0,91100.0,98170.0,100140.0,120620.0,109720.0,88610.0,102630.0,108360.0,101270.0,99440.0,91370.0,113180.0,92090.0,127100.0,103330.0,101140.0,96140.0,98890.0,97190.0,123060.0,103380.0,92580.0,104940.0,125460.0,83200.0,89990.0,106330.0,107110.0,77560.0,107110.0,38340.0,780.0,260.0,690.0,210.0,4550.0,1320.0,450.0,150.0,172.0,1800.0,830.0,150.0,400.0,940.0,520.0,150.0,320.0,350.0,340.0,220.0,1030.0,1880.0,810.0,1080.0,260.0,510.0,300.0,270.0,290.0,210.0,990.0,500.0,3170.0,1210.0,90.0,730.0,530.0,650.0,1750.0,200.0,560.0,90.0,540.0,1940.0,410.0,110.0,1010.0,1920.0,370.0,890.0,200.0,16.0,110.0,8.0
Prepare management reports defining and evaluating problems and recommending solutions.,prepare management reports defining and evaluating problems and recommending solutions,Document operational activities.,Maintain operational records.,Documenting/Recording Information,Operations Research Analysts,operations research analysts,15-2031.00,Operations Research Analysts,15-2031,15-2031.00,Operations Research Analysts,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.839987839481151,False,0.3176923076923077,4.5,95.24,0.1561098155909027,0.781902382329578,E1,E2,88940.0,115630.0,88750.0,75470.0,59030.0,102100.0,129880.0,96700.0,101070.0,96030.0,77600.0,76220.0,100600.0,103600.0,89800.0,85280.0,80580.0,92050.0,83850.0,63210.0,99460.0,97410.0,96500.0,83480.0,95550.0,92310.0,62380.0,80400.0,98300.0,86500.0,88940.0,88940.0,80360.0,108610.0,97290.0,82460.0,103620.0,61520.0,102170.0,79640.0,77910.0,80240.0,88940.0,76680.0,90710.0,90200.0,89790.0,129460.0,98030.0,64100.0,71820.0,88940.0,88940.0,57000.0,88940.0,108510.0,550.0,70.0,2600.0,210.0,10620.0,770.0,950.0,660.0,2250.0,9120.0,4600.0,120.0,500.0,5180.0,1380.0,300.0,997.0,660.0,550.0,220.0,4710.0,4200.0,980.0,1240.0,120.0,1190.0,150.0,330.0,370.0,290.0,3280.0,510.0,5890.0,2520.0,130.0,2600.0,1840.0,2710.0,3220.0,360.0,1380.0,317.0,1200.0,11890.0,810.0,170.0,6980.0,3050.0,200.0,4270.0,195.0,46.0,50.0,22.0
"Prepare meeting agendas, attend meetings, and record and transcribe minutes.",prepare meeting agendas attend meetings and record and transcribe minutes,Transcribe spoken or written information.,Maintain operational records.,Documenting/Recording Information,"Office Clerks, General",office clerks general,43-9061.00,"Office Clerks, General",43-9061,43-9061.00,"Office Clerks, General",Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.911187755981892,False,0.684223076923077,3.58,37.53,0.8221686707813864,2.305017321572801,E2,E1,45010.0,31200.0,51890.0,46420.0,37050.0,48460.0,53550.0,48280.0,42740.0,55040.0,44450.0,40590.0,42340.0,44830.0,45730.0,44520.0,44310.0,32370.0,37870.0,32480.0,45300.0,47270.0,49940.0,44820.0,47840.0,34900.0,42370.0,46480.0,37820.0,45460.0,49020.0,48570.0,37130.0,45890.0,41770.0,50160.0,43680.0,37240.0,49910.0,44950.0,47830.0,36840.0,38560.0,38860.0,39000.0,44060.0,48310.0,46410.0,50500.0,35020.0,44980.0,42840.0,26470.0,23860.0,37330.0,2464940.0,13130.0,3440.0,52710.0,29940.0,311490.0,31770.0,23190.0,7230.0,5670.0,189700.0,75390.0,12930.0,20790.0,95980.0,58480.0,23120.0,2130.0,29750.0,31790.0,11260.0,27290.0,47940.0,88030.0,55530.0,17600.0,56050.0,10390.0,10000.0,20430.0,12740.0,65130.0,11880.0,134280.0,67930.0,8440.0,89310.0,31870.0,27980.0,107500.0,7700.0,42250.0,1720.0,49880.0,218470.0,36470.0,5100.0,66550.0,49050.0,9430.0,51440.0,6670.0,760.0,20190.0,560.0
"Prepare meeting agendas, attend meetings, and record and transcribe minutes.",prepare meeting agendas attend meetings and record and transcribe minutes,Record information from meetings or other formal proceedings.,Maintain operational records.,Documenting/Recording Information,"Office Clerks, General",office clerks general,43-9061.00,"Office Clerks, General",43-9061,43-9061.00,"Office Clerks, General",Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.911187755981892,False,0.684223076923077,3.58,37.53,0.8221686707813864,2.305017321572801,E2,E1,45010.0,31200.0,51890.0,46420.0,37050.0,48460.0,53550.0,48280.0,42740.0,55040.0,44450.0,40590.0,42340.0,44830.0,45730.0,44520.0,44310.0,32370.0,37870.0,32480.0,45300.0,47270.0,49940.0,44820.0,47840.0,34900.0,42370.0,46480.0,37820.0,45460.0,49020.0,48570.0,37130.0,45890.0,41770.0,50160.0,43680.0,37240.0,49910.0,44950.0,47830.0,36840.0,38560.0,38860.0,39000.0,44060.0,48310.0,46410.0,50500.0,35020.0,44980.0,42840.0,26470.0,23860.0,37330.0,2464940.0,13130.0,3440.0,52710.0,29940.0,311490.0,31770.0,23190.0,7230.0,5670.0,189700.0,75390.0,12930.0,20790.0,95980.0,58480.0,23120.0,2130.0,29750.0,31790.0,11260.0,27290.0,47940.0,88030.0,55530.0,17600.0,56050.0,10390.0,10000.0,20430.0,12740.0,65130.0,11880.0,134280.0,67930.0,8440.0,89310.0,31870.0,27980.0,107500.0,7700.0,42250.0,1720.0,49880.0,218470.0,36470.0,5100.0,66550.0,49050.0,9430.0,51440.0,6670.0,760.0,20190.0,560.0
Prepare meeting agendas or packets of related information.,prepare meeting agendas or packets of related information,Prepare informational or reference materials.,Prepare informational or instructional materials.,Documenting/Recording Information,"Court, Municipal, and License Clerks",court municipal and license clerks,43-4031.00,"Court, Municipal, and License Clerks",43-4031,43-4031.00,"Court, Municipal, and License Clerks",Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0339213792885103,4.856175459874672,True,0.1947726923076923,4.54,78.02,0.0089910936199673,0.1,E1,E1,48700.0,38360.0,54270.0,48700.0,36960.0,63320.0,50410.0,60480.0,44600.0,66130.0,47100.0,42960.0,51890.0,48450.0,46920.0,46350.0,48280.0,44740.0,43680.0,46570.0,48580.0,58380.0,61730.0,48690.0,56520.0,37210.0,41020.0,45680.0,48420.0,56680.0,46590.0,53700.0,46960.0,53500.0,49110.0,53850.0,48030.0,39120.0,61300.0,44830.0,61670.0,43460.0,43850.0,44720.0,46580.0,51130.0,53000.0,45650.0,64680.0,37810.0,51920.0,46540.0,48700.0,48700.0,48700.0,179750.0,2050.0,650.0,3560.0,2090.0,12460.0,7920.0,1300.0,980.0,50.0,11180.0,5750.0,510.0,1500.0,8370.0,3460.0,2390.0,1290.0,2370.0,2900.0,1150.0,2360.0,4360.0,5620.0,5360.0,2950.0,4760.0,1340.0,1210.0,1250.0,550.0,5710.0,1040.0,11850.0,5240.0,600.0,9550.0,2730.0,1820.0,3320.0,660.0,2020.0,920.0,3050.0,15730.0,1280.0,890.0,4610.0,3450.0,1590.0,1240.0,770.0,76.0,1078.0,37.0
"Prepare necessary criteria, procedures, reports, or plans for successful conduct of the project with consideration given to site preparation, facility validation, installation, quality assurance, or testing.",prepare necessary criteria procedures reports or plans for successful conduct of the project with consideration given to site preparation facility validation installation quality assurance or testing,Determine operational criteria or specifications.,Develop technical specifications for products or operations.,Thinking Creatively,"Electronics Engineers, Except Computer",electronics engineers except computer,17-2072.00,"Electronics Engineers, Except Computer",17-2072,17-2072.00,Electrical and Electronics Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0113071264295034,4.704666868259248,False,0.4714969230769231,3.5,66.81,0.2305309422477307,1.0,E1,E2,130220.0,120720.0,106810.0,118120.0,109830.0,160520.0,127010.0,106040.0,130220.0,157040.0,116860.0,123010.0,126690.0,102770.0,129390.0,112200.0,81330.0,103740.0,101860.0,100390.0,127490.0,155650.0,138230.0,127200.0,112390.0,112400.0,117630.0,93380.0,91140.0,116180.0,105190.0,158730.0,136990.0,119180.0,115920.0,104860.0,118830.0,109120.0,124400.0,121260.0,136360.0,113720.0,84150.0,122920.0,132220.0,128430.0,86180.0,119990.0,130270.0,120170.0,93710.0,95910.0,130220.0,81790.0,130220.0,68093.0,2727.0,253.0,2951.0,211.0,29275.0,8545.0,1588.0,211.0,562.0,7421.0,3696.0,436.0,703.0,1349.0,1996.0,492.0,1082.0,1209.0,632.0,278.0,4764.0,8306.0,4160.0,1687.0,225.0,1040.0,197.0,351.0,506.0,450.0,2558.0,1560.0,3120.0,2937.0,70.0,4554.0,1982.0,2431.0,2024.0,1363.0,1448.0,267.0,1040.0,13380.0,2207.0,98.0,4610.0,2741.0,126.0,506.0,155.0,30.0,225.0,14.0
Prepare necessary documents to obtain planned project approvals or permits.,prepare necessary documents to obtain planned project approvals or permits,Prepare documentation for permits or licenses.,"Prepare documentation for contracts, applications, or permits.",Documenting/Recording Information,Transportation Planners,transportation planners,19-3099.01,Transportation Planners,19-3099,19-3099.01,Miscellaneous Social Scientists and Related Workers,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.4827482748274825,False,0.16352,3.78,90.0,0.1903994100835563,1.923542790704051,E1,E1,101110.0,95370.0,101110.0,99320.0,76400.0,97900.0,105390.0,101110.0,92330.0,128440.0,83460.0,91210.0,92520.0,88610.0,99050.0,89440.0,91560.0,85160.0,78850.0,91170.0,73920.0,131810.0,105640.0,84260.0,103330.0,85550.0,80850.0,82380.0,104420.0,95620.0,86530.0,101260.0,91170.0,104770.0,81420.0,76400.0,98630.0,88610.0,95900.0,97640.0,89960.0,83780.0,86260.0,80860.0,101800.0,91560.0,79450.0,140670.0,102920.0,94520.0,88830.0,88610.0,101110.0,76400.0,101110.0,37100.0,320.0,77.0,600.0,250.0,2970.0,790.0,300.0,100.0,2480.0,1740.0,1510.0,430.0,70.0,730.0,759.0,150.0,310.0,350.0,560.0,40.0,2600.0,820.0,660.0,1000.0,170.0,330.0,170.0,120.0,180.0,130.0,350.0,170.0,3410.0,1770.0,120.0,1520.0,220.0,350.0,620.0,110.0,300.0,70.0,320.0,2260.0,180.0,110.0,3380.0,1160.0,190.0,260.0,40.0,16.0,150.0,8.0
"Prepare objectives, outlines, or other materials for courses of study, following curriculum guidelines or requirements.",prepare objectives outlines or other materials for courses of study following curriculum guidelines or requirements,Develop instructional objectives.,"Develop educational programs, plans, or procedures.",Thinking Creatively,"Special Education Teachers, Preschool",special education teachers preschool,25-2051.00,"Special Education Teachers, Preschool",25-2051,25-2051.00,Special Education Teachers,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",Educational Instruction and Library Occupations,2026-05-31,0.0113071264295034,4.703253665394657,False,0.8620953846153846,4.12,86.7,0.0627098664505954,0.1,E1,E2,64830.0,64830.0,80390.0,60130.0,35580.0,59550.0,78040.0,87960.0,59250.0,64830.0,58240.0,72310.0,75120.0,49610.0,62580.0,48680.0,63540.0,59220.0,54220.0,56890.0,60680.0,85010.0,99070.0,75860.0,75880.0,52420.0,62250.0,64830.0,62760.0,64830.0,61720.0,92060.0,66010.0,68180.0,60180.0,60060.0,60700.0,49720.0,77490.0,83510.0,59310.0,59800.0,64830.0,59550.0,65680.0,58230.0,79000.0,77570.0,86580.0,64830.0,60870.0,52100.0,64830.0,64830.0,64830.0,29510.0,398.0,110.0,330.0,510.0,2510.0,810.0,380.0,100.0,132.0,1370.0,380.0,230.0,180.0,1080.0,380.0,294.0,350.0,377.0,960.0,40.0,70.0,710.0,430.0,1250.0,110.0,940.0,96.0,80.0,292.0,80.0,1720.0,270.0,6220.0,640.0,50.0,1150.0,60.0,400.0,490.0,120.0,170.0,86.0,330.0,2010.0,110.0,70.0,650.0,820.0,132.0,240.0,80.0,13.0,177.0,6.0
"Prepare objectives, outlines, or other materials for courses of study, following curriculum guidelines or requirements.",prepare objectives outlines or other materials for courses of study following curriculum guidelines or requirements,Develop instructional materials.,Prepare informational or instructional materials.,Documenting/Recording Information,"Special Education Teachers, Preschool",special education teachers preschool,25-2051.00,"Special Education Teachers, Preschool",25-2051,25-2051.00,Special Education Teachers,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",Educational Instruction and Library Occupations,2026-05-31,0.0113071264295034,4.703253665394657,False,0.8620953846153846,4.12,86.7,0.0627098664505954,0.1,E1,E2,64830.0,64830.0,80390.0,60130.0,35580.0,59550.0,78040.0,87960.0,59250.0,64830.0,58240.0,72310.0,75120.0,49610.0,62580.0,48680.0,63540.0,59220.0,54220.0,56890.0,60680.0,85010.0,99070.0,75860.0,75880.0,52420.0,62250.0,64830.0,62760.0,64830.0,61720.0,92060.0,66010.0,68180.0,60180.0,60060.0,60700.0,49720.0,77490.0,83510.0,59310.0,59800.0,64830.0,59550.0,65680.0,58230.0,79000.0,77570.0,86580.0,64830.0,60870.0,52100.0,64830.0,64830.0,64830.0,29510.0,398.0,110.0,330.0,510.0,2510.0,810.0,380.0,100.0,132.0,1370.0,380.0,230.0,180.0,1080.0,380.0,294.0,350.0,377.0,960.0,40.0,70.0,710.0,430.0,1250.0,110.0,940.0,96.0,80.0,292.0,80.0,1720.0,270.0,6220.0,640.0,50.0,1150.0,60.0,400.0,490.0,120.0,170.0,86.0,330.0,2010.0,110.0,70.0,650.0,820.0,132.0,240.0,80.0,13.0,177.0,6.0
"Prepare objectives, outlines, or other materials for courses of study, following curriculum guidelines or school or state requirements.",prepare objectives outlines or other materials for courses of study following curriculum guidelines or school or state requirements,Develop instructional objectives.,"Develop educational programs, plans, or procedures.",Thinking Creatively,"Special Education Teachers, Kindergarten and Elementary School",special education teachers kindergarten and elementary school,25-2052.00,"Special Education Teachers, Kindergarten",25-2055,25-2055.00,Special Education Teachers,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",Educational Instruction and Library Occupations,2026-05-31,0.0015264620679829,4.6539,False,1.597436923076923,4.28,83.65,0.2663395324289103,0.2,E1,E2,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,97238.33333333331,1313.0,202.0,2012.0,810.0,11314.0,1785.0,1054.0,301.0,436.0,6168.0,3037.0,390.0,533.0,3788.0,1989.0,969.0,893.0,1243.0,1202.0,398.0,1716.0,2260.0,2736.0,1832.0,722.0,1824.0,318.0,636.0,964.0,424.0,2662.0,541.0,6018.0,3070.0,267.0,3448.0,1061.0,1222.0,3767.0,311.0,1432.0,284.0,2037.0,8741.0,1078.0,189.0,2553.0,2206.0,436.0,1827.0,174.0,41.0,583.0,20.0
"Prepare objectives, outlines, or other materials for courses of study, following curriculum guidelines or school or state requirements.",prepare objectives outlines or other materials for courses of study following curriculum guidelines or school or state requirements,Develop instructional materials.,Prepare informational or instructional materials.,Documenting/Recording Information,"Special Education Teachers, Kindergarten and Elementary School",special education teachers kindergarten and elementary school,25-2052.00,"Special Education Teachers, Kindergarten",25-2055,25-2055.00,Special Education Teachers,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",Educational Instruction and Library Occupations,2026-05-31,0.0015264620679829,4.6539,False,1.597436923076923,4.28,83.65,0.2663395324289103,0.2,E1,E2,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,97238.33333333331,1313.0,202.0,2012.0,810.0,11314.0,1785.0,1054.0,301.0,436.0,6168.0,3037.0,390.0,533.0,3788.0,1989.0,969.0,893.0,1243.0,1202.0,398.0,1716.0,2260.0,2736.0,1832.0,722.0,1824.0,318.0,636.0,964.0,424.0,2662.0,541.0,6018.0,3070.0,267.0,3448.0,1061.0,1222.0,3767.0,311.0,1432.0,284.0,2037.0,8741.0,1078.0,189.0,2553.0,2206.0,436.0,1827.0,174.0,41.0,583.0,20.0
"Prepare objectives, outlines, or other materials for courses of study, following curriculum guidelines or school or state requirements.",prepare objectives outlines or other materials for courses of study following curriculum guidelines or school or state requirements,Develop instructional objectives.,"Develop educational programs, plans, or procedures.",Thinking Creatively,"Special Education Teachers, Kindergarten and Elementary School",special education teachers kindergarten and elementary school,25-2052.00,"Special Education Teachers, Elementary School",25-2056,25-2056.00,Special Education Teachers,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",Educational Instruction and Library Occupations,2026-05-31,0.0015264620679829,4.6539,False,1.597436923076923,4.28,83.65,0.2357728558628112,0.2,E1,E2,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,97238.33333333331,1313.0,202.0,2012.0,810.0,11314.0,1785.0,1054.0,301.0,436.0,6168.0,3037.0,390.0,533.0,3788.0,1989.0,969.0,893.0,1243.0,1202.0,398.0,1716.0,2260.0,2736.0,1832.0,722.0,1824.0,318.0,636.0,964.0,424.0,2662.0,541.0,6018.0,3070.0,267.0,3448.0,1061.0,1222.0,3767.0,311.0,1432.0,284.0,2037.0,8741.0,1078.0,189.0,2553.0,2206.0,436.0,1827.0,174.0,41.0,583.0,20.0
"Prepare objectives, outlines, or other materials for courses of study, following curriculum guidelines or school or state requirements.",prepare objectives outlines or other materials for courses of study following curriculum guidelines or school or state requirements,Develop instructional materials.,Prepare informational or instructional materials.,Documenting/Recording Information,"Special Education Teachers, Kindergarten and Elementary School",special education teachers kindergarten and elementary school,25-2052.00,"Special Education Teachers, Elementary School",25-2056,25-2056.00,Special Education Teachers,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",Educational Instruction and Library Occupations,2026-05-31,0.0015264620679829,4.6539,False,1.597436923076923,4.28,83.65,0.2357728558628112,0.2,E1,E2,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,97238.33333333331,1313.0,202.0,2012.0,810.0,11314.0,1785.0,1054.0,301.0,436.0,6168.0,3037.0,390.0,533.0,3788.0,1989.0,969.0,893.0,1243.0,1202.0,398.0,1716.0,2260.0,2736.0,1832.0,722.0,1824.0,318.0,636.0,964.0,424.0,2662.0,541.0,6018.0,3070.0,267.0,3448.0,1061.0,1222.0,3767.0,311.0,1432.0,284.0,2037.0,8741.0,1078.0,189.0,2553.0,2206.0,436.0,1827.0,174.0,41.0,583.0,20.0
"Prepare operating and maintenance manuals, studies, or reports.",prepare operating and maintenance manuals studies or reports,Prepare procedural documents.,"Document technical designs, procedures, or activities.",Documenting/Recording Information,"Architects, Except Landscape and Naval",architects except landscape and naval,17-1011.00,"Architects, Except Landscape and Naval",17-1011,17-1011.00,"Architects, Except Naval","Architects, Surveyors, and Cartographers",Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.604437174113077,False,0.0238461538461538,2.55,52.38,0.0031140261376012,0.4,E1,E1,99280.0,95990.0,108730.0,102000.0,78190.0,108540.0,102400.0,103540.0,97030.0,102040.0,96240.0,100420.0,102340.0,93710.0,81780.0,96060.0,96810.0,85490.0,97680.0,79580.0,78600.0,114550.0,117330.0,88430.0,99940.0,80870.0,98490.0,97290.0,91530.0,101570.0,101100.0,99800.0,77720.0,99280.0,95700.0,97110.0,94960.0,100350.0,98800.0,97030.0,105160.0,101550.0,102500.0,94030.0,94490.0,95590.0,82400.0,97680.0,100190.0,96470.0,98510.0,120580.0,69990.0,60120.0,99280.0,106770.0,990.0,210.0,1550.0,720.0,13270.0,3290.0,1200.0,120.0,1700.0,5580.0,2440.0,600.0,850.0,5130.0,1430.0,650.0,840.0,630.0,1200.0,500.0,1800.0,4590.0,2630.0,2340.0,330.0,2150.0,550.0,620.0,530.0,250.0,2390.0,600.0,10360.0,2980.0,290.0,3480.0,910.0,2050.0,3760.0,550.0,1030.0,180.0,2570.0,7820.0,1520.0,320.0,2130.0,3720.0,80.0,1230.0,130.0,40.0,790.0,22.0
Prepare operational or risk reports for management analysis.,prepare operational or risk reports for management analysis,Prepare operational progress or status reports.,Prepare reports of operational or procedural activities.,Documenting/Recording Information,Financial Managers,financial managers,11-3031.00,Financial Managers,11-3031,11-3031.00,Financial Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0339213792885103,4.95528536977492,False,0.2627784615384615,3.65,43.32,0.1016511610069443,0.7999999999999999,E2,E2,166570.0,140500.0,127030.0,139830.0,116570.0,180770.0,182690.0,174830.0,181580.0,188880.0,153280.0,166790.0,134210.0,127210.0,165880.0,135840.0,133320.0,159380.0,130650.0,126800.0,133610.0,158750.0,206760.0,139370.0,163410.0,111390.0,143460.0,131060.0,140360.0,132490.0,144730.0,199110.0,133700.0,219880.0,166780.0,135890.0,140870.0,132460.0,156460.0,145610.0,166940.0,136160.0,159700.0,141010.0,164860.0,150450.0,128690.0,185220.0,174840.0,113140.0,139720.0,124910.0,80390.0,90660.0,94990.0,19400.0,7200.0,140.0,1030.0,492.0,6452.0,736.0,1386.0,194.0,617.0,3382.0,1479.0,262.0,216.0,3645.0,868.0,631.0,359.0,458.0,489.0,216.0,1367.0,1808.0,1555.0,1153.0,240.0,922.0,104.0,389.0,559.0,299.0,32510.0,175.0,5588.0,1553.0,148.0,1892.0,461.0,526.0,2225.0,178.0,624.0,69.0,1219.0,4969.0,613.0,124.0,1442.0,894.0,180.0,1074.0,50.0,26.0,263.0,12.0
Prepare or alter presentation contents to target specific audiences.,prepare or alter presentation contents to target specific audiences,Develop content for sales presentations or other materials.,Develop marketing or promotional materials.,Thinking Creatively,Demonstrators and Product Promoters,demonstrators and product promoters,41-9011.00,Demonstrators and Product Promoters,41-9011,41-9011.00,"Models, Demonstrators, and Product Promoters",Other Sales and Related Workers,Sales and Related Occupations,2026-05-31,0.0678427585770207,4.7173298323571,False,1.9816092307692308,3.89,56.01,0.335032908976988,0.3,E2,E1,39320.0,28630.0,39320.0,39780.0,33640.0,46220.0,37750.0,36890.0,31200.0,39750.0,31300.0,32180.0,38490.0,31370.0,36550.0,47630.0,37050.0,33770.0,42910.0,29680.0,35880.0,38900.0,47590.0,50290.0,34180.0,28470.0,37740.0,33070.0,32180.0,45030.0,38510.0,36420.0,29110.0,49150.0,36650.0,32180.0,34610.0,45760.0,38430.0,36910.0,47600.0,38590.0,29560.0,35070.0,38780.0,38280.0,37040.0,41600.0,38670.0,39320.0,38220.0,39320.0,39320.0,22530.0,39320.0,64520.0,871.0,134.0,3130.0,180.0,18140.0,1150.0,490.0,200.0,150.0,3160.0,560.0,280.0,330.0,2890.0,530.0,280.0,380.0,480.0,798.0,190.0,170.0,1000.0,1360.0,1400.0,160.0,610.0,100.0,200.0,1200.0,60.0,1550.0,560.0,4510.0,2037.0,177.0,710.0,470.0,1700.0,720.0,50.0,190.0,70.0,430.0,4930.0,800.0,150.0,1870.0,4020.000000000001,289.0,220.0,116.0,27.0,930.0,13.0
"Prepare or assist in the preparation of applications for environmental, building, or other required permits.",prepare or assist in the preparation of applications for environmental building or other required permits,Prepare forms or applications.,"Prepare documentation for contracts, applications, or permits.",Documenting/Recording Information,Wind Energy Project Managers,wind energy project managers,11-9199.10,Wind Energy Development Managers,11-9199,11-9199.10,Miscellaneous Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.5953,False,0.1351546153846153,3.63,94.78,0.0643944136049289,0.7999999999999999,E1,E2,141900.0,135890.0,127950.0,129870.0,87520.0,174560.0,171140.0,162690.0,168060.0,175720.0,108890.0,125000.0,130000.0,131550.0,140240.0,79900.0,128080.0,131710.0,122930.0,103140.0,115920.0,159040.0,182950.0,134260.0,152600.0,101570.0,125760.0,110470.0,116430.0,112040.0,145630.0,161510.0,123550.0,167200.0,141160.0,126440.0,129940.0,131870.0,125580.0,131600.0,165900.0,129960.0,119470.0,99430.0,134390.0,134890.0,125440.0,166230.0,164160.0,124940.0,107050.0,113420.0,104010.0,82250.0,95530.0,85790.0,1087.0,960.0,4710.0,3138.0,54922.0,7755.0,4043.0,706.0,10242.0,20859.0,19127.0,344.0,678.0,17473.0,3855.0,1986.0,1484.0,1318.0,7291.0,1026.0,9668.0,5863.0,5173.0,2294.0,529.0,6299.0,882.0,1456.0,5025.0,734.0,16695.0,2079.0,10187.0,12040.0,1125.0,4059.0,739.0,4236.0,11125.0,436.0,1219.0,314.0,9657.0,33870.0,5069.0,585.0,11891.0,5786.0,2008.0,7854.0,469.0,99.0,3061.0,77.0
"Prepare or direct preparation of financial statements, business activity reports, financial position forecasts, annual budgets, or reports required by regulatory agencies.",prepare or direct preparation of financial statements business activity reports financial position forecasts annual budgets or reports required by regulatory agencies,"Prepare financial documents, reports, or budgets.","Prepare financial documents, reports, or budgets.",Documenting/Recording Information,Treasurers and Controllers,treasurers and controllers,11-3031.01,Treasurers and Controllers,11-3031,11-3031.01,Financial Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.629100000000001,False,0.1027923076923077,4.14,88.0,0.0783212800033436,1.772079744573694,E1,E2,166570.0,140500.0,127030.0,139830.0,116570.0,180770.0,182690.0,174830.0,181580.0,188880.0,153280.0,166790.0,134210.0,127210.0,165880.0,135840.0,133320.0,159380.0,130650.0,126800.0,133610.0,158750.0,206760.0,139370.0,163410.0,111390.0,143460.0,131060.0,140360.0,132490.0,144730.0,199110.0,133700.0,219880.0,166780.0,135890.0,140870.0,132460.0,156460.0,145610.0,166940.0,136160.0,159700.0,141010.0,164860.0,150450.0,128690.0,185220.0,174840.0,113140.0,139720.0,124910.0,80390.0,90660.0,94990.0,294643.0,7200.0,2121.0,15647.0,7477.0,97990.0,11174.0,21045.0,2951.0,9378.0,51363.0,22463.0,3980.0,3276.0,55364.0,13190.0,9588.0,5450.0,6963.0,7425.0,3276.0,20762.0,27462.0,23618.0,17517.0,3644.0,13999.0,1586.0,5912.0,8496.0,4547.0,32510.0,2657.0,84863.0,23587.0,2247.0,28732.0,7005.0,7992.0,33794.0,2699.0,9472.0,1050.0,18514.0,75475.0,9304.0,1880.0,21896.0,13579.0,2741.0,16309.0,767.0,399.0,3991.0,179.0
"Prepare or direct preparation of financial statements, business activity reports, financial position forecasts, annual budgets, or reports required by regulatory agencies.",prepare or direct preparation of financial statements business activity reports financial position forecasts annual budgets or reports required by regulatory agencies,Prepare reports related to compliance matters.,Prepare legal or regulatory documents.,Documenting/Recording Information,Treasurers and Controllers,treasurers and controllers,11-3031.01,Treasurers and Controllers,11-3031,11-3031.01,Financial Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.629100000000001,False,0.1027923076923077,4.14,88.0,0.0783212800033436,1.772079744573694,E1,E2,166570.0,140500.0,127030.0,139830.0,116570.0,180770.0,182690.0,174830.0,181580.0,188880.0,153280.0,166790.0,134210.0,127210.0,165880.0,135840.0,133320.0,159380.0,130650.0,126800.0,133610.0,158750.0,206760.0,139370.0,163410.0,111390.0,143460.0,131060.0,140360.0,132490.0,144730.0,199110.0,133700.0,219880.0,166780.0,135890.0,140870.0,132460.0,156460.0,145610.0,166940.0,136160.0,159700.0,141010.0,164860.0,150450.0,128690.0,185220.0,174840.0,113140.0,139720.0,124910.0,80390.0,90660.0,94990.0,294643.0,7200.0,2121.0,15647.0,7477.0,97990.0,11174.0,21045.0,2951.0,9378.0,51363.0,22463.0,3980.0,3276.0,55364.0,13190.0,9588.0,5450.0,6963.0,7425.0,3276.0,20762.0,27462.0,23618.0,17517.0,3644.0,13999.0,1586.0,5912.0,8496.0,4547.0,32510.0,2657.0,84863.0,23587.0,2247.0,28732.0,7005.0,7992.0,33794.0,2699.0,9472.0,1050.0,18514.0,75475.0,9304.0,1880.0,21896.0,13579.0,2741.0,16309.0,767.0,399.0,3991.0,179.0
"Prepare or direct preparation of financial statements, business activity reports, financial position forecasts, annual budgets, or reports required by regulatory agencies.",prepare or direct preparation of financial statements business activity reports financial position forecasts annual budgets or reports required by regulatory agencies,Direct financial operations.,Manage budgets or finances.,"Guiding, Directing, and Motivating Subordinates",Treasurers and Controllers,treasurers and controllers,11-3031.01,Treasurers and Controllers,11-3031,11-3031.01,Financial Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.629100000000001,False,0.1027923076923077,4.14,88.0,0.0783212800033436,1.772079744573694,E1,E2,166570.0,140500.0,127030.0,139830.0,116570.0,180770.0,182690.0,174830.0,181580.0,188880.0,153280.0,166790.0,134210.0,127210.0,165880.0,135840.0,133320.0,159380.0,130650.0,126800.0,133610.0,158750.0,206760.0,139370.0,163410.0,111390.0,143460.0,131060.0,140360.0,132490.0,144730.0,199110.0,133700.0,219880.0,166780.0,135890.0,140870.0,132460.0,156460.0,145610.0,166940.0,136160.0,159700.0,141010.0,164860.0,150450.0,128690.0,185220.0,174840.0,113140.0,139720.0,124910.0,80390.0,90660.0,94990.0,294643.0,7200.0,2121.0,15647.0,7477.0,97990.0,11174.0,21045.0,2951.0,9378.0,51363.0,22463.0,3980.0,3276.0,55364.0,13190.0,9588.0,5450.0,6963.0,7425.0,3276.0,20762.0,27462.0,23618.0,17517.0,3644.0,13999.0,1586.0,5912.0,8496.0,4547.0,32510.0,2657.0,84863.0,23587.0,2247.0,28732.0,7005.0,7992.0,33794.0,2699.0,9472.0,1050.0,18514.0,75475.0,9304.0,1880.0,21896.0,13579.0,2741.0,16309.0,767.0,399.0,3991.0,179.0
"Prepare or edit organizational publications, such as employee newsletters or stockholders' reports, for internal or external audiences.",prepare or edit organizational publications such as employee newsletters or stockholders reports for internal or external audiences,Edit written materials.,Edit written materials or documents.,Making Decisions and Solving Problems,Public Relations Specialists,public relations specialists,27-3031.00,Public Relations Specialists,27-3031,27-3031.00,Public Relations Specialists,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0339213792885103,4.7051720668142485,False,0.39,3.9,90.91,0.1978922591614444,0.7999999999999999,E1,E1,74750.0,61710.0,70050.0,66710.0,65000.0,85030.0,80680.0,84990.0,76120.0,102740.0,63660.0,73200.0,63880.0,61110.0,76380.0,64900.0,62970.0,64860.0,60150.0,60470.0,62450.0,79560.0,79660.0,65300.0,68620.0,59810.0,61130.0,63780.0,61780.0,73840.0,73280.0,80130.0,68700.0,81250.0,67230.0,70280.0,64840.0,64920.0,74900.0,57460.0,77540.0,62730.0,64520.0,60900.0,65160.0,62670.0,66060.0,80380.0,87470.0,56730.0,67240.0,67490.0,48460.0,44950.0,59990.0,283380.0,2410.0,640.0,5350.0,980.0,32710.0,7410.0,1910.0,930.0,16720.0,17820.0,6860.0,1800.0,1220.0,6200.0,3750.0,2890.0,2340.0,2580.0,1710.0,1400.0,4190.0,6760.0,7510.0,8260.0,950.0,4820.0,1760.0,1590.0,1600.0,1140.0,4980.0,1130.0,28250.0,9910.0,640.0,6670.0,2280.0,4510.0,11180.0,1140.0,2950.0,210.0,3380.0,25220.0,1800.0,1260.0,9990.0,6430.0,350.0,4410.0,480.0,121.0,520.0,60.0
"Prepare or edit organizational publications, such as employee newsletters or stockholders' reports, for internal or external audiences.",prepare or edit organizational publications such as employee newsletters or stockholders reports for internal or external audiences,Write informational material.,Prepare informational or instructional materials.,Documenting/Recording Information,Public Relations Specialists,public relations specialists,27-3031.00,Public Relations Specialists,27-3031,27-3031.00,Public Relations Specialists,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0339213792885103,4.7051720668142485,False,0.39,3.9,90.91,0.1978922591614444,0.7999999999999999,E1,E1,74750.0,61710.0,70050.0,66710.0,65000.0,85030.0,80680.0,84990.0,76120.0,102740.0,63660.0,73200.0,63880.0,61110.0,76380.0,64900.0,62970.0,64860.0,60150.0,60470.0,62450.0,79560.0,79660.0,65300.0,68620.0,59810.0,61130.0,63780.0,61780.0,73840.0,73280.0,80130.0,68700.0,81250.0,67230.0,70280.0,64840.0,64920.0,74900.0,57460.0,77540.0,62730.0,64520.0,60900.0,65160.0,62670.0,66060.0,80380.0,87470.0,56730.0,67240.0,67490.0,48460.0,44950.0,59990.0,283380.0,2410.0,640.0,5350.0,980.0,32710.0,7410.0,1910.0,930.0,16720.0,17820.0,6860.0,1800.0,1220.0,6200.0,3750.0,2890.0,2340.0,2580.0,1710.0,1400.0,4190.0,6760.0,7510.0,8260.0,950.0,4820.0,1760.0,1590.0,1600.0,1140.0,4980.0,1130.0,28250.0,9910.0,640.0,6670.0,2280.0,4510.0,11180.0,1140.0,2950.0,210.0,3380.0,25220.0,1800.0,1260.0,9990.0,6430.0,350.0,4410.0,480.0,121.0,520.0,60.0
"Prepare or interpret for clients information, such as investment performance reports, financial document summaries, or income projections.",prepare or interpret for clients information such as investment performance reports financial document summaries or income projections,"Prepare financial documents, reports, or budgets.","Prepare financial documents, reports, or budgets.",Documenting/Recording Information,Personal Financial Advisors,personal financial advisors,13-2052.00,Personal Financial Advisors,13-2052,13-2052.00,Financial Analysts and Advisors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0904570114360276,4.835005015045136,False,0.5990769230769231,4.04,100.0,0.2392899887514061,0.6,E1,E2,105070.0,77990.0,78690.0,96950.0,79420.0,130330.0,89280.0,129720.0,125050.0,104990.0,100970.0,101450.0,76070.0,94370.0,120130.0,87710.0,92310.0,102530.0,67150.0,105070.0,105070.0,99880.0,125670.0,77930.0,102660.0,63300.0,99930.0,97450.0,93280.0,92720.0,96780.0,158570.0,94270.0,166400.0,96880.0,76870.0,90990.0,68670.0,122830.0,105200.0,80200.0,96330.0,128720.0,84160.0,99160.0,77390.0,110020.0,102640.0,114050.0,80010.0,119430.0,77490.0,105070.0,105070.0,105070.0,266800.0,2540.0,555.0,6430.0,1320.0,32200.0,6730.0,2891.0,826.0,480.0,21490.0,6830.0,550.0,760.0,9760.0,5400.0,1920.0,4150.0,2040.0,1470.0,850.0,5260.0,6200.0,6570.0,5280.0,790.0,4480.0,872.0,2210.0,1730.0,1850.0,9300.0,610.0,21550.0,12340.0,540.0,7680.0,1140.0,3070.0,12200.0,1130.0,2400.0,620.0,3970.0,18200.0,2520.0,520.0,6340.0,5790.0,670.0,5200.0,310.0,114.0,440.0,55.0
"Prepare or interpret for clients information, such as investment performance reports, financial document summaries, or income projections.",prepare or interpret for clients information such as investment performance reports financial document summaries or income projections,Interpret financial information for others.,Explain financial information.,Interpreting the Meaning of Information for Others,Personal Financial Advisors,personal financial advisors,13-2052.00,Personal Financial Advisors,13-2052,13-2052.00,Financial Analysts and Advisors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0904570114360276,4.835005015045136,False,0.5990769230769231,4.04,100.0,0.2392899887514061,0.6,E1,E2,105070.0,77990.0,78690.0,96950.0,79420.0,130330.0,89280.0,129720.0,125050.0,104990.0,100970.0,101450.0,76070.0,94370.0,120130.0,87710.0,92310.0,102530.0,67150.0,105070.0,105070.0,99880.0,125670.0,77930.0,102660.0,63300.0,99930.0,97450.0,93280.0,92720.0,96780.0,158570.0,94270.0,166400.0,96880.0,76870.0,90990.0,68670.0,122830.0,105200.0,80200.0,96330.0,128720.0,84160.0,99160.0,77390.0,110020.0,102640.0,114050.0,80010.0,119430.0,77490.0,105070.0,105070.0,105070.0,266800.0,2540.0,555.0,6430.0,1320.0,32200.0,6730.0,2891.0,826.0,480.0,21490.0,6830.0,550.0,760.0,9760.0,5400.0,1920.0,4150.0,2040.0,1470.0,850.0,5260.0,6200.0,6570.0,5280.0,790.0,4480.0,872.0,2210.0,1730.0,1850.0,9300.0,610.0,21550.0,12340.0,540.0,7680.0,1140.0,3070.0,12200.0,1130.0,2400.0,620.0,3970.0,18200.0,2520.0,520.0,6340.0,5790.0,670.0,5200.0,310.0,114.0,440.0,55.0
"Prepare or maintain employment records related to events, such as hiring, termination, leaves, transfers, or promotions, using human resources management system software.",prepare or maintain employment records related to events such as hiring termination leaves transfers or promotions using human resources management system software,Maintain data in information systems or databases.,Maintain operational records.,Documenting/Recording Information,Human Resources Specialists,human resources specialists,13-1071.00,Human Resources Specialists,13-1071,13-1071.00,Human Resources Workers,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.877212278772122,False,1.0795788461538462,4.33,83.23,0.0983433838283013,0.1389715597088938,E1,E1,75940.0,64940.0,76990.0,71390.0,55010.0,83500.0,80840.0,82890.0,77700.0,110970.0,66410.0,70570.0,73750.0,64990.0,76820.0,65600.0,66710.0,70870.0,69010.0,61300.0,71630.0,83910.0,85630.0,69520.0,78760.0,60300.0,66990.0,63790.0,61930.0,71610.0,70840.0,80690.0,68050.0,84380.0,73070.0,75630.0,70180.0,61630.0,78060.0,70450.0,77560.0,65370.0,67590.0,67370.0,68920.0,71750.0,77800.0,82090.0,84550.0,66860.0,70540.0,66970.0,59900.0,40900.0,60210.0,912430.0,11080.0,1420.0,20230.0,6230.0,104000.0,19450.0,9010.0,2720.0,6910.0,62729.99999999999,32110.0,2570.0,3930.0,35430.0,17110.0,7930.0,7560.0,10900.0,7240.0,3020.0,15530.0,27300.0,25520.0,17240.0,4850.0,17650.0,2340.0,7219.999999999999,6520.0,4270.0,21690.0,4090.000000000001,54610.0,31140.0,1710.0,33500.0,9370.0,10620.0,36960.0,3320.0,13720.0,1340.0,21460.0,84930.0,9900.0,1270.0,28540.0,22770.0,3130.0,17360.0,1000.0,380.0,4270.0,120.0
"Prepare or maintain required records, such as work activity or personnel reports.",prepare or maintain required records such as work activity or personnel reports,Document work hours or activities.,Maintain operational records.,Documenting/Recording Information,"First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers",firstline supervisors of landscaping lawn service and groundskeeping workers,37-1012.00,"First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers",37-1012,37-1012.00,First-Line Supervisors of Building and Grounds Cleaning and Maintenance Workers,Supervisors of Building and Grounds Cleaning and Maintenance Workers,Building and Grounds Cleaning and Maintenance Occupations,2026-05-31,0.0030529241359659,4.9615,False,0.8706292307692307,3.76,89.77,0.0681198905541897,0.1,E2,E1,58430.0,52710.0,67760.0,56410.0,49890.0,63270.0,60840.0,62740.0,74340.0,68300.0,51290.0,54830.0,62570.0,58200.0,53340.0,62040.0,57670.0,61270.0,57670.0,48410.0,62300.0,54730.0,63750.0,58840.0,62280.0,47130.0,48710.0,59460.0,57820.0,57250.0,64340.0,68580.0,59120.0,70760.0,56930.0,62280.0,55680.0,49700.0,70560.0,55450.0,59940.0,60100.0,60680.0,53700.0,47630.0,57200.0,66810.0,58400.0,71930.0,55910.0,62630.0,56230.0,40100.0,37510.0,53610.0,130760.0,1720.0,150.0,2530.0,1140.0,14850.0,4390.0,1860.0,250.0,80.0,12020.0,4770.0,524.0,1120.0,3460.0,2230.0,1140.0,1110.0,1360.0,1616.0,790.0,3900.0,2510.0,4000.0,2464.0,820.0,1760.0,650.0,1010.0,1530.0,940.0,2830.0,530.0,6320.0,4300.0,280.0,4120.0,1180.0,1180.0,5610.0,730.0,2250.0,340.0,2020.0,11260.0,2080.0,160.0,3380.0,2030.0,390.0,2690.0,220.0,50.0,530.0,30.0
"Prepare or organize online storefront marketing material, including product descriptions or subject lines, optimizing content to search engine criteria.",prepare or organize online storefront marketing material including product descriptions or subject lines optimizing content to search engine criteria,Create marketing materials.,Develop marketing or promotional materials.,Thinking Creatively,Online Merchants,online merchants,13-1199.06,Online Merchants,13-1199,13-1199.06,Miscellaneous Business Operations Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.4862064364686487,4.9375,False,1.3248380769230768,4.08,84.77,0.3824037363506253,0.4,E2,E1,83050.0,100240.0,94740.0,83280.0,61240.0,87570.0,92520.0,85530.0,95040.0,108160.0,79650.0,78410.0,92620.0,76400.0,82070.0,79030.0,80470.0,83350.0,74690.0,63220.0,78830.0,101500.0,93270.0,81810.0,77820.0,76980.0,80420.0,74990.0,77980.0,67330.0,83740.0,91060.0,79100.0,83450.0,80230.0,80500.0,79350.0,93640.0,77170.0,80590.0,88130.0,79110.0,85340.0,78690.0,80820.0,80190.0,71710.0,85200.0,100360.0,69240.0,67370.0,74060.0,88610.0,46700.0,65170.0,304887.0,7842.0,2266.0,13698.0,9199.0,173886.0,51235.0,6316.0,1795.0,42395.0,74300.0,75669.0,4030.0,3074.0,36954.0,7056.0,11106.0,11005.0,6585.0,19083.0,4745.0,44672.0,20092.0,23491.0,18410.0,4633.0,15770.0,5340.0,2849.0,10254.0,2154.0,38378.0,9480.0,32298.0,46198.0,2031.0,35551.0,6395.0,16738.0,30570.0,2513.0,9996.0,1055.0,13227.0,116975.0,3380.0,2737.0,50663.0,57943.0,4566.0,13698.0,1986.0,527.0,10500.0,415.0
"Prepare or organize online storefront marketing material, including product descriptions or subject lines, optimizing content to search engine criteria.",prepare or organize online storefront marketing material including product descriptions or subject lines optimizing content to search engine criteria,"Market products, services, or events.","Promote products, services, or programs.",Selling or Influencing Others,Online Merchants,online merchants,13-1199.06,Online Merchants,13-1199,13-1199.06,Miscellaneous Business Operations Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.4862064364686487,4.9375,False,1.3248380769230768,4.08,84.77,0.3824037363506253,0.4,E2,E1,83050.0,100240.0,94740.0,83280.0,61240.0,87570.0,92520.0,85530.0,95040.0,108160.0,79650.0,78410.0,92620.0,76400.0,82070.0,79030.0,80470.0,83350.0,74690.0,63220.0,78830.0,101500.0,93270.0,81810.0,77820.0,76980.0,80420.0,74990.0,77980.0,67330.0,83740.0,91060.0,79100.0,83450.0,80230.0,80500.0,79350.0,93640.0,77170.0,80590.0,88130.0,79110.0,85340.0,78690.0,80820.0,80190.0,71710.0,85200.0,100360.0,69240.0,67370.0,74060.0,88610.0,46700.0,65170.0,304887.0,7842.0,2266.0,13698.0,9199.0,173886.0,51235.0,6316.0,1795.0,42395.0,74300.0,75669.0,4030.0,3074.0,36954.0,7056.0,11106.0,11005.0,6585.0,19083.0,4745.0,44672.0,20092.0,23491.0,18410.0,4633.0,15770.0,5340.0,2849.0,10254.0,2154.0,38378.0,9480.0,32298.0,46198.0,2031.0,35551.0,6395.0,16738.0,30570.0,2513.0,9996.0,1055.0,13227.0,116975.0,3380.0,2737.0,50663.0,57943.0,4566.0,13698.0,1986.0,527.0,10500.0,415.0
"Prepare or present reports concerning activities, expenses, budgets, government statutes or rulings, or other items affecting businesses or program services.",prepare or present reports concerning activities expenses budgets government statutes or rulings or other items affecting businesses or program services,"Prepare financial documents, reports, or budgets.","Prepare financial documents, reports, or budgets.",Documenting/Recording Information,Chief Executives,chief executives,11-1011.00,Chief Executives,11-1011,11-1011.00,Chief Executives,Top Executives,Management Occupations,2026-05-31,0.0030529241359659,4.877923387096774,False,0.5015223076923077,4.17,92.92,0.1963637267377503,0.5875387476993783,E2,E2,213990.0,166420.0,166710.0,213990.0,119990.0,218600.0,213370.0,295120.0,199990.0,213990.0,213990.0,208180.0,281640.0,177210.0,331920.0,254180.0,211190.0,158100.0,179530.0,213990.0,138770.0,248660.0,213990.0,255560.0,195670.0,139250.0,172320.0,182340.0,214680.0,149770.0,168590.0,310440.0,123500.0,257980.0,314290.0,164560.0,176440.0,163790.0,341630.0,232560.0,235360.0,168840.0,280900.0,198830.0,257850.0,171880.0,175070.0,310740.0,339810.0,151950.0,208350.0,147940.0,213990.0,97510.0,104010.0,166363.0,1319.0,1042.0,3442.0,5780.0,56499.0,3055.0,2703.0,635.0,746.0,10554.0,6643.0,765.0,4754.0,7522.0,2963.0,4966.0,3191.0,3370.0,2056.0,2573.0,5178.0,10730.0,8060.0,10974.0,505.0,4152.0,1091.0,4087.0,2231.0,726.0,3957.0,163.0,13726.0,3142.0,619.0,7278.0,3891.0,1482.0,14410.0,460.0,2833.0,830.0,7653.0,14296.0,5113.0,586.0,7929.0,5161.0,2768.0,3126.0,98.0,70.0,4380.0,212.0
"Prepare or present reports concerning activities, expenses, budgets, government statutes or rulings, or other items affecting businesses or program services.",prepare or present reports concerning activities expenses budgets government statutes or rulings or other items affecting businesses or program services,Prepare operational progress or status reports.,Prepare reports of operational or procedural activities.,Documenting/Recording Information,Chief Executives,chief executives,11-1011.00,Chief Executives,11-1011,11-1011.00,Chief Executives,Top Executives,Management Occupations,2026-05-31,0.0030529241359659,4.877923387096774,False,0.5015223076923077,4.17,92.92,0.1963637267377503,0.5875387476993783,E2,E2,213990.0,166420.0,166710.0,213990.0,119990.0,218600.0,213370.0,295120.0,199990.0,213990.0,213990.0,208180.0,281640.0,177210.0,331920.0,254180.0,211190.0,158100.0,179530.0,213990.0,138770.0,248660.0,213990.0,255560.0,195670.0,139250.0,172320.0,182340.0,214680.0,149770.0,168590.0,310440.0,123500.0,257980.0,314290.0,164560.0,176440.0,163790.0,341630.0,232560.0,235360.0,168840.0,280900.0,198830.0,257850.0,171880.0,175070.0,310740.0,339810.0,151950.0,208350.0,147940.0,213990.0,97510.0,104010.0,166363.0,1319.0,1042.0,3442.0,5780.0,56499.0,3055.0,2703.0,635.0,746.0,10554.0,6643.0,765.0,4754.0,7522.0,2963.0,4966.0,3191.0,3370.0,2056.0,2573.0,5178.0,10730.0,8060.0,10974.0,505.0,4152.0,1091.0,4087.0,2231.0,726.0,3957.0,163.0,13726.0,3142.0,619.0,7278.0,3891.0,1482.0,14410.0,460.0,2833.0,830.0,7653.0,14296.0,5113.0,586.0,7929.0,5161.0,2768.0,3126.0,98.0,70.0,4380.0,212.0
Prepare or present technical or project status reports.,prepare or present technical or project status reports,Prepare operational reports.,Prepare reports of operational or procedural activities.,Documenting/Recording Information,Automotive Engineers,automotive engineers,17-2141.02,Automotive Engineers,17-2141,17-2141.02,Mechanical Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0113071264295034,4.917536115569823,False,0.3894230769230769,3.8,95.24,0.0257477943449239,0.1,E1,E1,104110.0,100230.0,124340.0,100270.0,80180.0,130900.0,124430.0,105090.0,125130.0,133300.0,99980.0,100620.0,98740.0,93190.0,102680.0,99590.0,97700.0,86260.0,101050.0,119540.0,102430.0,122870.0,119300.0,104890.0,99140.0,98000.0,99330.0,94190.0,88060.0,102680.0,103660.0,112300.0,157710.0,102440.0,100720.0,86330.0,99100.0,101850.0,103470.0,97920.0,116230.0,104580.0,88380.0,99550.0,112410.0,102500.0,107330.0,104180.0,110430.0,97390.0,95870.0,117750.0,61510.0,72240.0,104110.0,174140.0,2352.0,446.0,5926.0,1655.0,35824.0,8437.0,5398.0,716.0,510.0,12602.0,6207.0,622.0,1256.0,13834.0,10197.0,4072.0,5433.0,4893.0,2218.0,1044.0,7686.0,7680.0,40635.0,6911.0,1842.0,5715.0,587.0,1115.0,1655.0,3239.0,4905.0,3180.0,10080.0,11218.0,927.0,16885.0,2664.0,3426.0,15900.0,1831.0,6782.0,657.0,4611.0,25909.0,3954.0,622.0,8765.0,9669.0,892.0,8765.0,270.0,164.0,575.0,30.0
"Prepare or review reports, manuscripts, or meeting presentations.",prepare or review reports manuscripts or meeting presentations,Read documents to gather technical information.,Read documents or materials to inform work processes.,Getting Information,Molecular and Cellular Biologists,molecular and cellular biologists,19-1029.02,Molecular and Cellular Biologists,19-1029,19-1029.02,Biological Scientists,Life Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.0565356321475172,4.938446115288221,False,0.3402646153846154,4.23,100.0,0.2849891809523808,1.0,E2,E1,98920.0,87260.0,106870.0,90290.0,76400.0,113530.0,93970.0,111940.0,113400.0,84590.0,83780.0,96820.0,95600.0,83320.0,82640.0,84570.0,82720.0,76400.0,79400.0,69590.0,104570.0,121680.0,107100.0,81540.0,76400.0,91170.0,63290.0,91560.0,82770.0,74210.0,83740.0,104750.0,84120.0,104120.0,100070.0,98920.0,95560.0,79950.0,86260.0,100780.0,101750.0,91560.0,73920.0,80500.0,80870.0,93250.0,77960.0,96030.0,108110.0,84590.0,78480.0,91560.0,78850.0,76400.0,98920.0,11472.0,210.0,228.0,468.0,222.0,7321.0,524.0,105.0,36.0,524.0,1183.0,758.0,228.0,265.0,801.0,394.0,339.0,468.0,160.0,357.0,210.0,3063.0,1805.0,530.0,462.0,197.0,690.0,339.0,148.0,253.0,191.0,333.0,259.0,1553.0,1713.0,31.0,376.0,185.0,431.0,1115.0,62.0,148.0,105.0,259.0,1528.0,364.0,55.0,1017.0,1614.0,142.0,456.0,105.0,31.0,160.0,2.0
"Prepare or review reports, manuscripts, or meeting presentations.",prepare or review reports manuscripts or meeting presentations,"Proofread documents, records, or other files to ensure accuracy.",Examine materials or documentation for accuracy or compliance.,Evaluating Information to Determine Compliance with Standards,Molecular and Cellular Biologists,molecular and cellular biologists,19-1029.02,Molecular and Cellular Biologists,19-1029,19-1029.02,Biological Scientists,Life Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.0565356321475172,4.938446115288221,False,0.3402646153846154,4.23,100.0,0.2849891809523808,1.0,E2,E1,98920.0,87260.0,106870.0,90290.0,76400.0,113530.0,93970.0,111940.0,113400.0,84590.0,83780.0,96820.0,95600.0,83320.0,82640.0,84570.0,82720.0,76400.0,79400.0,69590.0,104570.0,121680.0,107100.0,81540.0,76400.0,91170.0,63290.0,91560.0,82770.0,74210.0,83740.0,104750.0,84120.0,104120.0,100070.0,98920.0,95560.0,79950.0,86260.0,100780.0,101750.0,91560.0,73920.0,80500.0,80870.0,93250.0,77960.0,96030.0,108110.0,84590.0,78480.0,91560.0,78850.0,76400.0,98920.0,11472.0,210.0,228.0,468.0,222.0,7321.0,524.0,105.0,36.0,524.0,1183.0,758.0,228.0,265.0,801.0,394.0,339.0,468.0,160.0,357.0,210.0,3063.0,1805.0,530.0,462.0,197.0,690.0,339.0,148.0,253.0,191.0,333.0,259.0,1553.0,1713.0,31.0,376.0,185.0,431.0,1115.0,62.0,148.0,105.0,259.0,1528.0,364.0,55.0,1017.0,1614.0,142.0,456.0,105.0,31.0,160.0,2.0
"Prepare or review reports, manuscripts, or meeting presentations.",prepare or review reports manuscripts or meeting presentations,Prepare scientific or technical reports or presentations.,Present research or technical information.,Documenting/Recording Information,Molecular and Cellular Biologists,molecular and cellular biologists,19-1029.02,Molecular and Cellular Biologists,19-1029,19-1029.02,Biological Scientists,Life Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.0565356321475172,4.938446115288221,False,0.3402646153846154,4.23,100.0,0.2849891809523808,1.0,E2,E1,98920.0,87260.0,106870.0,90290.0,76400.0,113530.0,93970.0,111940.0,113400.0,84590.0,83780.0,96820.0,95600.0,83320.0,82640.0,84570.0,82720.0,76400.0,79400.0,69590.0,104570.0,121680.0,107100.0,81540.0,76400.0,91170.0,63290.0,91560.0,82770.0,74210.0,83740.0,104750.0,84120.0,104120.0,100070.0,98920.0,95560.0,79950.0,86260.0,100780.0,101750.0,91560.0,73920.0,80500.0,80870.0,93250.0,77960.0,96030.0,108110.0,84590.0,78480.0,91560.0,78850.0,76400.0,98920.0,11472.0,210.0,228.0,468.0,222.0,7321.0,524.0,105.0,36.0,524.0,1183.0,758.0,228.0,265.0,801.0,394.0,339.0,468.0,160.0,357.0,210.0,3063.0,1805.0,530.0,462.0,197.0,690.0,339.0,148.0,253.0,191.0,333.0,259.0,1553.0,1713.0,31.0,376.0,185.0,431.0,1115.0,62.0,148.0,105.0,259.0,1528.0,364.0,55.0,1017.0,1614.0,142.0,456.0,105.0,31.0,160.0,2.0
Prepare or validate documentation on automated logistics or maintenance-data reporting or management information systems.,prepare or validate documentation on automated logistics or maintenancedata reporting or management information systems,Maintain data in information systems or databases.,Maintain operational records.,Documenting/Recording Information,Logistics Engineers,logistics engineers,13-1081.01,Logistics Engineers,13-1081,13-1081.01,Logisticians and Project Management Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.915824221167733,False,0.3593076923076923,3.67,95.65,0.2098426632479279,0.7980676091452208,E1,E1,82320.0,98450.0,87280.0,77620.0,78400.0,92890.0,96090.0,85450.0,96090.0,104770.0,76410.0,77570.0,100340.0,73920.0,80100.0,77670.0,78740.0,69520.0,68420.0,75230.0,77780.0,102700.0,100360.0,83200.0,82320.0,75160.0,78350.0,81270.0,65370.0,79600.0,81270.0,92280.0,98430.0,88240.0,80780.0,72800.0,83460.0,86600.0,83180.0,79340.0,76180.0,80330.0,80020.0,71280.0,75480.0,83300.0,83560.0,98920.0,107250.0,71590.0,73180.0,85550.0,65440.0,54380.0,68790.0,94678.0,5872.0,600.0,5431.0,2512.0,37269.0,5080.0,2489.0,588.0,1527.0,16994.0,14233.0,645.0,645.0,16032.0,3890.0,2806.0,2014.0,2930.0,1935.0,645.0,7739.0,5940.0,11620.0,3903.0,1765.0,3892.0,317.0,1697.0,1460.0,781.0,7105.0,962.0,7841.0,8893.0,351.0,10172.0,4333.0,3587.0,11292.0,622.0,5940.0,238.0,5646.0,23794.0,4254.0,294.0,11925.0,6415.0,668.0,5816.0,136.0,147.0,1256.0,45.0
"Prepare, organize, and maintain inspection records.",prepare organize and maintain inspection records,Maintain data in information systems or databases.,Maintain operational records.,Documenting/Recording Information,Environmental Compliance Inspectors,environmental compliance inspectors,13-1041.01,Environmental Compliance Inspectors,13-1041,13-1041.01,Compliance Officers,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.924969249692498,False,1.5878046153846157,4.7,100.0,0.5641085571085248,0.4658549964925192,E1,E1,80730.0,72990.0,76430.0,74920.0,64680.0,96980.0,82450.0,91810.0,91050.0,111030.0,74920.0,70200.0,82590.0,75450.0,80550.0,78770.0,75620.0,69740.0,69240.0,70290.0,83740.0,84720.0,102060.0,77390.0,85920.0,67450.0,67270.0,66660.0,73920.0,78290.0,82800.0,100000.0,67990.0,90080.0,78500.0,79440.0,75030.0,63000.0,82990.0,85580.0,87620.0,75460.0,72630.0,63960.0,75370.0,67370.0,90420.0,80380.0,88790.0,64270.0,78800.0,79890.0,71930.0,48950.0,67990.0,37383.0,2028.0,920.0,6685.0,1678.0,26825.0,4163.0,3610.0,1156.0,2356.0,15962.0,7739.0,683.0,893.0,5728.0,2754.0,1968.0,1915.0,2345.0,2135.0,963.0,5432.0,7094.0,5227.0,3302.0,925.0,3765.0,796.0,1866.0,2366.0,930.0,7158.0,1291.0,12638.0,6088.0,990.0,6045.0,2275.0,2883.0,10654.0,970.0,2560.0,608.0,7990.0,23072.0,2022.0,1054.0,8169.0,5986.0,925.0,3071.0,312.0,140.0,2942.0,230.0
"Prepare, organize, and maintain inspection records.",prepare organize and maintain inspection records,Prepare regulatory or compliance documentation.,Prepare legal or regulatory documents.,Documenting/Recording Information,Environmental Compliance Inspectors,environmental compliance inspectors,13-1041.01,Environmental Compliance Inspectors,13-1041,13-1041.01,Compliance Officers,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.924969249692498,False,1.5878046153846157,4.7,100.0,0.5641085571085248,0.4658549964925192,E1,E1,80730.0,72990.0,76430.0,74920.0,64680.0,96980.0,82450.0,91810.0,91050.0,111030.0,74920.0,70200.0,82590.0,75450.0,80550.0,78770.0,75620.0,69740.0,69240.0,70290.0,83740.0,84720.0,102060.0,77390.0,85920.0,67450.0,67270.0,66660.0,73920.0,78290.0,82800.0,100000.0,67990.0,90080.0,78500.0,79440.0,75030.0,63000.0,82990.0,85580.0,87620.0,75460.0,72630.0,63960.0,75370.0,67370.0,90420.0,80380.0,88790.0,64270.0,78800.0,79890.0,71930.0,48950.0,67990.0,37383.0,2028.0,920.0,6685.0,1678.0,26825.0,4163.0,3610.0,1156.0,2356.0,15962.0,7739.0,683.0,893.0,5728.0,2754.0,1968.0,1915.0,2345.0,2135.0,963.0,5432.0,7094.0,5227.0,3302.0,925.0,3765.0,796.0,1866.0,2366.0,930.0,7158.0,1291.0,12638.0,6088.0,990.0,6045.0,2275.0,2883.0,10654.0,970.0,2560.0,608.0,7990.0,23072.0,2022.0,1054.0,8169.0,5986.0,925.0,3071.0,312.0,140.0,2942.0,230.0
Prepare periodic accounting statements for clients.,prepare periodic accounting statements for clients,Prepare financial documents.,"Prepare financial documents, reports, or budgets.",Documenting/Recording Information,"Agents and Business Managers of Artists, Performers, and Athletes",agents and business managers of artists performers and athletes,13-1011.00,"Agents and Business Managers of Artists, Performers, and Athletes",13-1011,13-1011.00,"Agents and Business Managers of Artists, Performers, and Athletes",Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.8462,False,0.3127680769230769,3.42,65.45,0.0970572655329071,0.6,E1,E2,82890.0,82890.0,82890.0,60340.0,78560.0,98110.0,95530.0,81470.0,82890.0,82890.0,98200.0,82890.0,82890.0,82890.0,56560.0,82890.0,82890.0,82890.0,82890.0,82890.0,82890.0,82890.0,82890.0,82440.0,82890.0,82890.0,82890.0,82890.0,82890.0,82890.0,81690.0,81190.0,82890.0,79620.0,82890.0,82890.0,76790.0,82890.0,82890.0,82890.0,82890.0,82890.0,82890.0,75390.0,82920.0,82890.0,82890.0,73400.0,74620.0,82890.0,74990.0,82890.0,82890.0,82890.0,82890.0,12620.0,170.0,26.0,160.0,30.0,4860.0,80.0,170.0,39.0,57.0,870.0,230.0,51.0,69.0,492.0,258.0,126.0,116.0,40.0,30.0,52.0,223.0,80.0,355.0,40.0,94.0,237.0,41.0,83.0,125.0,40.0,170.0,70.0,2660.0,240.0,35.0,100.0,40.0,90.0,489.0,40.0,80.0,37.0,730.0,320.0,150.0,25.0,110.0,120.0,57.0,40.0,23.0,5.0,76.0,3.0
"Prepare plans of action for investment, using financial analyses.",prepare plans of action for investment using financial analyses,Develop financial or business plans.,Develop financial or business plans.,Thinking Creatively,Financial Analysts,financial analysts,13-2051.00,Financial and Investment Analysts,13-2051,13-2051.00,Financial Analysts and Advisors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0056535632147517,4.743824336688014,False,0.2475821153846154,3.842,83.498,0.4038898027086912,1.7065522265582014,E2,E2,110326.8,86329.2,93467.6,98355.2,73310.0,119510.0,112404.0,111834.8,121372.8,102374.0,97303.2,100018.0,92154.4,88370.8,102802.4,90854.8,99291.2,84823.6,78009.6,66715.2,115724.0,109085.2,121107.2,99850.4,104253.6,88170.4,99564.0,100089.6,89979.2,92051.6,121936.0,119327.2,87437.6,132558.0,117808.0,76329.2,96552.4,82500.0,114864.8,94121.6,102588.4,96712.0,88651.2,91929.2,101547.2,84298.0,104933.136,116420.4,115498.8,82196.4,96740.0,151969.2,110326.8,61627.2,90965.136,206952.4,1730.4,117.2,3735.2,745.2,24767.2,4405.200000000001,1419.84,1702.4,1870.8,13432.4,5828.0,334.8,466.8,11368.0,1964.0,1235.6,975.6,1440.8000000000002,966.4,781.24,3035.6,7848.0,4150.0,4194.8,465.2,2682.8,237.2,779.92,1174.8,434.4,6417.6,540.0,31413.6,7764.799999999999,190.8,5782.0,915.6,1577.2,7621.2,1093.1999999999998,2019.2,461.2,2637.6,16319.2,2492.4,319.43999999999994,5917.2,4701.6,218.0,2923.6,179.6,88.0,851.6,41.04
"Prepare plans of action for investment, using financial analyses.",prepare plans of action for investment using financial analyses,Develop financial or business plans.,Develop financial or business plans.,Thinking Creatively,Financial Analysts,financial analysts,13-2051.00,Financial Risk Specialists,13-2054,13-2054.00,Financial Analysts and Advisors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0056535632147517,4.743824336688014,False,0.2475821153846154,3.842,83.498,0.3167495040800184,1.7065522265582014,E2,E2,110326.8,86329.2,93467.6,98355.2,73310.0,119510.0,112404.0,111834.8,121372.8,102374.0,97303.2,100018.0,92154.4,88370.8,102802.4,90854.8,99291.2,84823.6,78009.6,66715.2,115724.0,109085.2,121107.2,99850.4,104253.6,88170.4,99564.0,100089.6,89979.2,92051.6,121936.0,119327.2,87437.6,132558.0,117808.0,76329.2,96552.4,82500.0,114864.8,94121.6,102588.4,96712.0,88651.2,91929.2,101547.2,84298.0,104933.136,116420.4,115498.8,82196.4,96740.0,151969.2,110326.8,61627.2,90965.136,206952.4,1730.4,117.2,3735.2,745.2,24767.2,4405.200000000001,1419.84,1702.4,1870.8,13432.4,5828.0,334.8,466.8,11368.0,1964.0,1235.6,975.6,1440.8000000000002,966.4,781.24,3035.6,7848.0,4150.0,4194.8,465.2,2682.8,237.2,779.92,1174.8,434.4,6417.6,540.0,31413.6,7764.799999999999,190.8,5782.0,915.6,1577.2,7621.2,1093.1999999999998,2019.2,461.2,2637.6,16319.2,2492.4,319.43999999999994,5917.2,4701.6,218.0,2923.6,179.6,88.0,851.6,41.04
"Prepare plans that outline operating procedures to be used in response to disasters or emergencies, such as hurricanes, nuclear accidents, and terrorist attacks, and in recovery from these events.",prepare plans that outline operating procedures to be used in response to disasters or emergencies such as hurricanes nuclear accidents and terrorist attacks and in recovery from these events,Develop emergency response plans or procedures.,Develop contingency or emergency response plans.,Thinking Creatively,Emergency Management Directors,emergency management directors,11-9161.00,Emergency Management Directors,11-9161,11-9161.00,Emergency Management Directors,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.818200000000001,False,0.0337388461538461,4.29,100.0,0.0656966880720622,4.273384056450393,E1,E2,93330.0,93330.0,101850.0,81970.0,50180.0,129910.0,129660.0,113380.0,93330.0,184350.0,99020.0,83200.0,74290.0,99720.0,83820.0,93330.0,73700.0,68000.0,74730.0,96550.0,84050.0,107200.0,123250.0,87880.0,106880.0,48650.0,75660.0,62770.0,89740.0,105570.0,77420.0,120990.0,145550.0,92570.0,93840.0,76640.0,94690.0,60990.0,110720.0,81550.0,87690.0,93680.0,67180.0,81800.0,93570.0,84860.0,93330.0,99860.0,130780.0,60460.0,77260.0,64370.0,93330.0,93330.0,93330.0,13500.0,182.0,120.0,160.0,160.0,1170.0,248.0,180.0,42.0,150.0,720.0,430.0,90.0,80.0,450.0,276.0,130.0,140.0,150.0,180.0,80.0,150.0,220.0,220.0,190.0,230.0,310.0,90.0,120.0,60.0,50.0,490.0,170.0,790.0,420.0,80.0,250.0,310.0,120.0,520.0,30.0,330.0,120.0,370.0,1210.0,170.0,26.0,450.0,180.0,120.0,240.0,50.0,6.0,81.0,3.0
Prepare progress or technical reports.,prepare progress or technical reports,Prepare operational reports.,Prepare reports of operational or procedural activities.,Documenting/Recording Information,Geodetic Surveyors,geodetic surveyors,17-1022.01,Geodetic Surveyors,17-1022,17-1022.01,"Surveyors, Cartographers, and Photogrammetrists","Architects, Surveyors, and Cartographers",Architecture and Engineering Occupations,2026-05-31,0.0113071264295034,4.967159943239409,False,0.3519030769230769,3.79,88.89,0.1757545135705056,0.7,E1,E1,75440.0,66840.0,99550.0,77490.0,51800.0,105330.0,79310.0,76730.0,82890.0,75440.0,65480.0,58100.0,82200.0,73940.0,75980.0,80510.0,77090.0,75860.0,71840.0,63140.0,83200.0,64910.0,94590.0,72080.0,83620.0,58720.0,62110.0,84610.0,68050.0,82460.0,65130.0,77160.0,74230.0,78870.0,76210.0,79360.0,70620.0,61300.0,97070.0,75950.0,62670.0,63300.0,77190.0,76340.0,61150.0,73230.0,76450.0,71070.0,85610.0,61520.0,79650.0,81250.0,61490.0,44870.0,75440.0,13805.0,494.0,136.0,739.0,299.0,2455.0,880.0,234.0,65.0,62.0,2173.0,961.0,76.0,136.0,929.0,473.0,244.0,190.0,364.0,793.0,147.0,516.0,701.0,570.0,532.0,310.0,451.0,190.0,234.0,266.0,152.0,489.0,158.0,799.0,831.0,136.0,706.0,521.0,288.0,875.0,81.0,543.0,98.0,500.0,3482.0,353.0,27.0,739.0,424.0,342.0,331.0,130.0,33.0,76.0,3.0
"Prepare project budgets, schedules, or specifications for labor or materials.",prepare project budgets schedules or specifications for labor or materials,Determine operational criteria or specifications.,Develop technical specifications for products or operations.,Thinking Creatively,Transportation Engineers,transportation engineers,17-2051.01,Transportation Engineers,17-2051,17-2051.01,Civil Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.6666,False,0.6393630769230769,3.71,95.45,0.293096039469302,0.6,E1,E2,100840.0,99010.0,114730.0,89660.0,85020.0,122500.0,101420.0,103150.0,100220.0,103880.0,98570.0,84240.0,94280.0,98030.0,99760.0,98270.0,96430.0,96880.0,100930.0,105380.0,97820.0,100680.0,106730.0,92100.0,101480.0,100170.0,92750.0,93070.0,103150.0,104310.0,98710.0,104660.0,103900.0,103760.0,100730.0,98190.0,96220.0,98760.0,105250.0,97850.0,99300.0,101600.0,98700.0,95910.0,96860.0,96830.0,95600.0,97120.0,110000.0,86930.0,94600.0,90590.0,67410.0,61060.0,100840.0,230709.0,6736.0,2095.0,7451.0,2346.0,69218.0,16671.0,5482.0,1154.0,2070.0,29792.0,11791.0,3312.0,3299.0,17449.0,5055.0,3136.0,3613.0,3374.0,4742.0,1555.0,6573.0,11854.0,9734.0,5908.0,2220.0,7225.0,2346.0,2960.0,4466.0,2032.0,8655.0,1693.0,21952.0,16069.0,1731.0,13246.0,2735.0,6134.0,19907.0,1593.0,9007.0,1806.0,7263.0,43741.0,7112.0,966.0,14237.0,15793.0,1631.0,9295.0,1242.0,803.0,2195.0,48.0
"Prepare project budgets, schedules, or specifications for labor or materials.",prepare project budgets schedules or specifications for labor or materials,Schedule operational activities.,Schedule operational activities.,Scheduling Work and Activities,Transportation Engineers,transportation engineers,17-2051.01,Transportation Engineers,17-2051,17-2051.01,Civil Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.6666,False,0.6393630769230769,3.71,95.45,0.293096039469302,0.6,E1,E2,100840.0,99010.0,114730.0,89660.0,85020.0,122500.0,101420.0,103150.0,100220.0,103880.0,98570.0,84240.0,94280.0,98030.0,99760.0,98270.0,96430.0,96880.0,100930.0,105380.0,97820.0,100680.0,106730.0,92100.0,101480.0,100170.0,92750.0,93070.0,103150.0,104310.0,98710.0,104660.0,103900.0,103760.0,100730.0,98190.0,96220.0,98760.0,105250.0,97850.0,99300.0,101600.0,98700.0,95910.0,96860.0,96830.0,95600.0,97120.0,110000.0,86930.0,94600.0,90590.0,67410.0,61060.0,100840.0,230709.0,6736.0,2095.0,7451.0,2346.0,69218.0,16671.0,5482.0,1154.0,2070.0,29792.0,11791.0,3312.0,3299.0,17449.0,5055.0,3136.0,3613.0,3374.0,4742.0,1555.0,6573.0,11854.0,9734.0,5908.0,2220.0,7225.0,2346.0,2960.0,4466.0,2032.0,8655.0,1693.0,21952.0,16069.0,1731.0,13246.0,2735.0,6134.0,19907.0,1593.0,9007.0,1806.0,7263.0,43741.0,7112.0,966.0,14237.0,15793.0,1631.0,9295.0,1242.0,803.0,2195.0,48.0
"Prepare project budgets, schedules, or specifications for labor or materials.",prepare project budgets schedules or specifications for labor or materials,Prepare project budgets.,Manage budgets or finances.,"Guiding, Directing, and Motivating Subordinates",Transportation Engineers,transportation engineers,17-2051.01,Transportation Engineers,17-2051,17-2051.01,Civil Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.6666,False,0.6393630769230769,3.71,95.45,0.293096039469302,0.6,E1,E2,100840.0,99010.0,114730.0,89660.0,85020.0,122500.0,101420.0,103150.0,100220.0,103880.0,98570.0,84240.0,94280.0,98030.0,99760.0,98270.0,96430.0,96880.0,100930.0,105380.0,97820.0,100680.0,106730.0,92100.0,101480.0,100170.0,92750.0,93070.0,103150.0,104310.0,98710.0,104660.0,103900.0,103760.0,100730.0,98190.0,96220.0,98760.0,105250.0,97850.0,99300.0,101600.0,98700.0,95910.0,96860.0,96830.0,95600.0,97120.0,110000.0,86930.0,94600.0,90590.0,67410.0,61060.0,100840.0,230709.0,6736.0,2095.0,7451.0,2346.0,69218.0,16671.0,5482.0,1154.0,2070.0,29792.0,11791.0,3312.0,3299.0,17449.0,5055.0,3136.0,3613.0,3374.0,4742.0,1555.0,6573.0,11854.0,9734.0,5908.0,2220.0,7225.0,2346.0,2960.0,4466.0,2032.0,8655.0,1693.0,21952.0,16069.0,1731.0,13246.0,2735.0,6134.0,19907.0,1593.0,9007.0,1806.0,7263.0,43741.0,7112.0,966.0,14237.0,15793.0,1631.0,9295.0,1242.0,803.0,2195.0,48.0
"Prepare project status reports by collecting, analyzing, and summarizing information and trends.",prepare project status reports by collecting analyzing and summarizing information and trends,Analyze data to identify trends or relationships among variables.,Analyze scientific or applied data using mathematical principles.,Analyzing Data or Information,Information Technology Project Managers,information technology project managers,15-1199.09,Information Technology Project Managers,15-1299,15-1299.09,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0339213792885103,4.928722015861862,False,0.8496353846153846,4.0,100.0,0.4809834156706507,0.7,E2,E2,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,45756.0,1658.0,448.0,5510.0,706.0,50541.0,7441.0,1955.0,860.0,10846.0,13709.999999999998,13009.0,1312.0,656.0,7037.0,2106.0,2428.0,845.0,1850.0,3166.0,900.0,12019.0,3891.0,4692.0,2636.0,914.0,14340.000000000002,341.0,1438.0,1646.0,612.0,7573.0,1040.0,11460.0,9515.0,460.0,6150.0,2094.0,1545.0,14580.0,523.0,2711.0,240.0,6892.0,35956.0,4212.0,832.0,10720.0,9055.0,2131.0,2951.0,107.0,177.0,555.0,25.0
"Prepare project status reports by collecting, analyzing, and summarizing information and trends.",prepare project status reports by collecting analyzing and summarizing information and trends,Prepare analytical reports.,Present research or technical information.,Documenting/Recording Information,Information Technology Project Managers,information technology project managers,15-1199.09,Information Technology Project Managers,15-1299,15-1299.09,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0339213792885103,4.928722015861862,False,0.8496353846153846,4.0,100.0,0.4809834156706507,0.7,E2,E2,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,45756.0,1658.0,448.0,5510.0,706.0,50541.0,7441.0,1955.0,860.0,10846.0,13709.999999999998,13009.0,1312.0,656.0,7037.0,2106.0,2428.0,845.0,1850.0,3166.0,900.0,12019.0,3891.0,4692.0,2636.0,914.0,14340.000000000002,341.0,1438.0,1646.0,612.0,7573.0,1040.0,11460.0,9515.0,460.0,6150.0,2094.0,1545.0,14580.0,523.0,2711.0,240.0,6892.0,35956.0,4212.0,832.0,10720.0,9055.0,2131.0,2951.0,107.0,177.0,555.0,25.0
"Prepare promotional plans, sales literature, media kits, and sales contracts, using computer.",prepare promotional plans sales literature media kits and sales contracts using computer,Develop content for sales presentations or other materials.,Develop marketing or promotional materials.,Thinking Creatively,Advertising Sales Agents,advertising sales agents,41-3011.00,Advertising Sales Agents,41-3011,41-3011.00,Advertising Sales Agents,"Sales Representatives, Services",Sales and Related Occupations,2026-05-31,0.0030529241359659,4.7627,False,1.6215034615384616,4.34,99.14,0.4714148841150954,0.4,E1,E1,64820.0,50870.0,43840.0,62050.0,49120.0,80360.0,73420.0,61820.0,52480.0,75030.0,58420.0,58140.0,61290.0,53460.0,66290.0,57030.0,58480.0,48660.0,51580.0,48810.0,48780.0,59830.0,80500.0,64800.0,62660.0,46810.0,61440.0,46040.0,62890.0,64820.0,54870.0,69620.0,45620.0,98360.0,64820.0,50110.0,50410.0,57670.0,62810.0,58350.0,48040.0,68200.0,60190.0,40910.0,60280.0,74260.0,58750.0,64820.0,101320.0,44700.0,63270.0,47290.0,64820.0,44160.0,64820.0,91700.0,910.0,230.0,1160.0,900.0,9620.0,1110.0,740.0,140.0,320.0,6420.0,3150.0,310.0,220.0,3790.0,1410.0,900.0,920.0,620.0,860.0,400.0,880.0,1480.0,2040.0,1750.0,490.0,1640.0,240.0,1190.0,580.0,290.0,2110.0,300.0,13570.0,2220.0,260.0,3220.0,700.0,960.0,4260.0,340.0,1770.0,390.0,1820.0,6230.0,1110.0,160.0,2407.0,3510.0,290.0,1290.0,150.0,39.0,520.0,19.0
"Prepare promotional plans, sales literature, media kits, and sales contracts, using computer.",prepare promotional plans sales literature media kits and sales contracts using computer,Prepare sales or other contracts.,"Prepare documentation for contracts, applications, or permits.",Documenting/Recording Information,Advertising Sales Agents,advertising sales agents,41-3011.00,Advertising Sales Agents,41-3011,41-3011.00,Advertising Sales Agents,"Sales Representatives, Services",Sales and Related Occupations,2026-05-31,0.0030529241359659,4.7627,False,1.6215034615384616,4.34,99.14,0.4714148841150954,0.4,E1,E1,64820.0,50870.0,43840.0,62050.0,49120.0,80360.0,73420.0,61820.0,52480.0,75030.0,58420.0,58140.0,61290.0,53460.0,66290.0,57030.0,58480.0,48660.0,51580.0,48810.0,48780.0,59830.0,80500.0,64800.0,62660.0,46810.0,61440.0,46040.0,62890.0,64820.0,54870.0,69620.0,45620.0,98360.0,64820.0,50110.0,50410.0,57670.0,62810.0,58350.0,48040.0,68200.0,60190.0,40910.0,60280.0,74260.0,58750.0,64820.0,101320.0,44700.0,63270.0,47290.0,64820.0,44160.0,64820.0,91700.0,910.0,230.0,1160.0,900.0,9620.0,1110.0,740.0,140.0,320.0,6420.0,3150.0,310.0,220.0,3790.0,1410.0,900.0,920.0,620.0,860.0,400.0,880.0,1480.0,2040.0,1750.0,490.0,1640.0,240.0,1190.0,580.0,290.0,2110.0,300.0,13570.0,2220.0,260.0,3220.0,700.0,960.0,4260.0,340.0,1770.0,390.0,1820.0,6230.0,1110.0,160.0,2407.0,3510.0,290.0,1290.0,150.0,39.0,520.0,19.0
"Prepare, proofread, or process legal documents, such as summonses, subpoenas, complaints, appeals, motions, or pretrial agreements.",prepare proofread or process legal documents such as summonses subpoenas complaints appeals motions or pretrial agreements,"Proofread documents, records, or other files to ensure accuracy.",Examine materials or documentation for accuracy or compliance.,Evaluating Information to Determine Compliance with Standards,Legal Secretaries,legal secretaries,43-6012.00,Legal Secretaries and Administrative Assistants,43-6012,43-6012.00,Secretaries and Administrative Assistants,Secretaries and Administrative Assistants,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.311193729903538,False,2.523722307692308,4.29,82.67,1.046406928311397,0.6,E2,E1,55570.0,45950.0,61280.0,55120.0,41410.0,62860.0,59490.0,66220.0,66130.0,99280.0,48510.0,48460.0,49460.0,41880.0,52790.0,47740.0,46590.0,36620.0,39300.0,48050.0,48040.0,61440.0,62120.0,56870.0,63180.0,45140.0,38560.0,55570.0,45800.0,56470.0,51830.0,63080.0,57800.0,72230.0,43720.0,53540.0,51080.0,45950.0,59610.0,51430.0,63020.0,52840.0,47790.0,45340.0,45940.0,52860.0,49090.0,55320.0,58360.0,46960.0,55410.0,46960.0,46430.0,31000.0,55570.0,156280.0,1840.0,660.0,2600.0,610.0,27470.0,2030.0,1090.0,980.0,1940.0,10920.0,3260.0,680.0,420.0,8030.0,2670.0,1120.0,1600.0,2810.0,2460.0,860.0,1670.0,4020.0,3580.0,2410.0,820.0,3310.0,730.0,1310.0,1430.0,300.0,4160.0,1400.0,9800.0,3780.0,360.0,4360.0,1290.0,1590.0,6230.0,390.0,2280.0,560.0,2980.0,13380.0,940.0,303.0,2380.0,3950.0,1200.0,1210.0,280.0,50.0,2530.0,32.0
"Prepare, proofread, or process legal documents, such as summonses, subpoenas, complaints, appeals, motions, or pretrial agreements.",prepare proofread or process legal documents such as summonses subpoenas complaints appeals motions or pretrial agreements,Prepare legal documents.,Prepare legal or regulatory documents.,Documenting/Recording Information,Legal Secretaries,legal secretaries,43-6012.00,Legal Secretaries and Administrative Assistants,43-6012,43-6012.00,Secretaries and Administrative Assistants,Secretaries and Administrative Assistants,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.311193729903538,False,2.523722307692308,4.29,82.67,1.046406928311397,0.6,E2,E1,55570.0,45950.0,61280.0,55120.0,41410.0,62860.0,59490.0,66220.0,66130.0,99280.0,48510.0,48460.0,49460.0,41880.0,52790.0,47740.0,46590.0,36620.0,39300.0,48050.0,48040.0,61440.0,62120.0,56870.0,63180.0,45140.0,38560.0,55570.0,45800.0,56470.0,51830.0,63080.0,57800.0,72230.0,43720.0,53540.0,51080.0,45950.0,59610.0,51430.0,63020.0,52840.0,47790.0,45340.0,45940.0,52860.0,49090.0,55320.0,58360.0,46960.0,55410.0,46960.0,46430.0,31000.0,55570.0,156280.0,1840.0,660.0,2600.0,610.0,27470.0,2030.0,1090.0,980.0,1940.0,10920.0,3260.0,680.0,420.0,8030.0,2670.0,1120.0,1600.0,2810.0,2460.0,860.0,1670.0,4020.0,3580.0,2410.0,820.0,3310.0,730.0,1310.0,1430.0,300.0,4160.0,1400.0,9800.0,3780.0,360.0,4360.0,1290.0,1590.0,6230.0,390.0,2280.0,560.0,2980.0,13380.0,940.0,303.0,2380.0,3950.0,1200.0,1210.0,280.0,50.0,2530.0,32.0
Prepare reports and document project activities and data.,prepare reports and document project activities and data,Prepare operational reports.,Prepare reports of operational or procedural activities.,Documenting/Recording Information,Civil Engineering Technicians,civil engineering technicians,17-3022.00,Civil Engineering Technologists and Technicians,17-3022,17-3022.00,"Engineering Technologists and Technicians, Except Drafters","Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0226142528590069,4.904949494949496,False,0.906615,3.84,84.93,0.4170940823902522,0.6186387740079776,E1,E1,64950.0,52750.0,70990.0,63560.0,51750.0,83490.0,59050.0,73430.0,62120.0,64950.0,63410.0,50360.0,64410.0,63200.0,79190.0,64390.0,72540.0,59440.0,59710.0,68030.0,67540.0,62760.0,71350.0,57990.0,78690.0,46430.0,61350.0,61410.0,66590.0,74810.0,64480.0,70650.0,62440.0,73790.0,58700.0,65030.0,64730.0,60050.0,85390.0,63650.0,63650.0,53710.0,60880.0,57270.0,59390.0,64490.0,74100.0,67100.0,79580.0,53340.0,73970.0,56150.0,37230.0,42390.0,64950.0,68520.0,1800.0,230.0,1050.0,571.0,7250.0,1820.0,330.0,350.0,307.0,4030.0,3840.0,120.0,440.0,4190.0,1040.0,1130.0,1060.0,1860.0,410.0,290.0,620.0,680.0,2930.0,2030.0,800.0,1300.0,310.0,370.0,800.0,300.0,760.0,710.0,1710.0,2760.0,400.0,1790.0,400.0,970.0,2290.0,140.0,1480.0,460.0,1650.0,4470.0,630.0,200.0,1480.0,2090.0,520.0,1560.0,300.0,30.0,390.0,14.0
"Prepare reports, deliver presentations, or participate in program review activities to communicate engineering results or recommendations.",prepare reports deliver presentations or participate in program review activities to communicate engineering results or recommendations,Prepare operational reports.,Prepare reports of operational or procedural activities.,Documenting/Recording Information,Nanosystems Engineers,nanosystems engineers,17-2199.09,Nanosystems Engineers,17-2199,17-2199.09,Miscellaneous Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.577012894710122,False,0.2336661538461538,3.81,100.0,0.0328333850768653,0.2,E2,E1,122930.0,152550.0,142390.0,102280.0,76940.0,130850.0,132590.0,124110.0,103580.0,151920.0,105410.0,112260.0,122800.0,130970.0,111930.0,120880.0,103090.0,76100.0,99830.0,99070.0,120430.0,129770.0,131260.0,121000.0,108850.0,111030.0,102980.0,97470.0,88490.0,103780.0,128130.0,132450.0,162070.0,117600.0,112450.0,100250.0,120470.0,119810.0,123220.0,108950.0,117080.0,110490.0,112260.0,96640.0,115810.0,110320.0,126550.0,148160.0,134570.0,118800.0,110360.0,113050.0,100010.0,81370.0,122930.0,22676.0,3565.0,206.0,1772.0,845.0,29475.0,2617.0,2503.0,70.0,3668.0,8860.0,4245.0,1133.0,577.0,2596.0,1587.0,1133.0,804.0,515.0,6501.0,608.0,7562.0,2936.0,7933.0,1329.0,495.0,1906.0,247.0,309.0,896.0,628.0,4677.0,2256.0,5934.0,4399.0,227.0,7212.0,886.0,2091.0,3348.0,391.0,1319.0,113.0,4533.0,11147.0,1803.0,402.0,5213.0,3688.0,680.0,711.0,113.0,82.0,917.0,5.0
"Prepare reports, deliver presentations, or participate in program review activities to communicate engineering results or recommendations.",prepare reports deliver presentations or participate in program review activities to communicate engineering results or recommendations,"Explain engineering drawings, specifications, or other technical information.",Explain technical details of products or services.,Interpreting the Meaning of Information for Others,Nanosystems Engineers,nanosystems engineers,17-2199.09,Nanosystems Engineers,17-2199,17-2199.09,Miscellaneous Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.577012894710122,False,0.2336661538461538,3.81,100.0,0.0328333850768653,0.2,E2,E1,122930.0,152550.0,142390.0,102280.0,76940.0,130850.0,132590.0,124110.0,103580.0,151920.0,105410.0,112260.0,122800.0,130970.0,111930.0,120880.0,103090.0,76100.0,99830.0,99070.0,120430.0,129770.0,131260.0,121000.0,108850.0,111030.0,102980.0,97470.0,88490.0,103780.0,128130.0,132450.0,162070.0,117600.0,112450.0,100250.0,120470.0,119810.0,123220.0,108950.0,117080.0,110490.0,112260.0,96640.0,115810.0,110320.0,126550.0,148160.0,134570.0,118800.0,110360.0,113050.0,100010.0,81370.0,122930.0,22676.0,3565.0,206.0,1772.0,845.0,29475.0,2617.0,2503.0,70.0,3668.0,8860.0,4245.0,1133.0,577.0,2596.0,1587.0,1133.0,804.0,515.0,6501.0,608.0,7562.0,2936.0,7933.0,1329.0,495.0,1906.0,247.0,309.0,896.0,628.0,4677.0,2256.0,5934.0,4399.0,227.0,7212.0,886.0,2091.0,3348.0,391.0,1319.0,113.0,4533.0,11147.0,1803.0,402.0,5213.0,3688.0,680.0,711.0,113.0,82.0,917.0,5.0
"Prepare reports, exhibits, and other supporting schedules that detail an institution's safety and soundness, compliance with laws and regulations, and recommended solutions to questionable financial conditions.",prepare reports exhibits and other supporting schedules that detail an institutions safety and soundness compliance with laws and regulations and recommended solutions to questionable financial conditions,Prepare operational reports.,Prepare reports of operational or procedural activities.,Documenting/Recording Information,Financial Examiners,financial examiners,13-2061.00,Financial Examiners,13-2061,13-2061.00,Financial Examiners,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.8685,False,0.2330934615384615,4.45,95.65,0.5776534485031778,3.269953359515687,E1,E2,94160.0,94160.0,90530.0,80260.0,57590.0,106000.0,99610.0,120530.0,92390.0,198720.0,76230.0,77710.0,62720.0,85260.0,93150.0,81300.0,80370.0,80420.0,76260.0,84310.0,80840.0,102980.0,111110.0,71050.0,104260.0,85430.0,79990.0,80970.0,74460.0,84650.0,80810.0,106410.0,67950.0,128920.0,100730.0,82640.0,69040.0,80760.0,94630.0,78500.0,94130.0,86440.0,88690.0,87110.0,78140.0,92000.0,74680.0,104060.0,113700.0,60590.0,86320.0,94160.0,94160.0,37470.0,94160.0,67830.0,916.0,50.0,1910.0,540.0,4200.0,1910.0,735.0,430.0,470.0,4190.0,1450.0,270.0,210.0,4050.0,420.0,1020.0,470.0,640.0,240.0,230.0,350.0,950.0,710.0,1280.0,420.0,2290.0,140.0,840.0,180.0,130.0,2190.0,220.0,13480.0,2610.0,220.0,3680.0,400.0,820.0,2590.0,320.0,480.0,150.0,500.0,5230.0,960.0,170.0,1280.0,420.0,240.0,580.0,122.0,29.0,1270.0,14.0
"Prepare reports of activities, evaluations, recommendations, or decisions.",prepare reports of activities evaluations recommendations or decisions,Prepare research reports.,Present research or technical information.,Documenting/Recording Information,Compliance Officers,compliance officers,13-1041.00,Compliance Officers,13-1041,13-1041.00,Compliance Officers,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.924262665707532,False,2.0472734615384613,4.3,72.36,0.9406790660091576,0.7999999999999999,E1,E1,80730.0,72990.0,76430.0,74920.0,64680.0,96980.0,82450.0,91810.0,91050.0,111030.0,74920.0,70200.0,82590.0,75450.0,80550.0,78770.0,75620.0,69740.0,69240.0,70290.0,83740.0,84720.0,102060.0,77390.0,85920.0,67450.0,67270.0,66660.0,73920.0,78290.0,82800.0,100000.0,67990.0,90080.0,78500.0,79440.0,75030.0,63000.0,82990.0,85580.0,87620.0,75460.0,72630.0,63960.0,75370.0,67370.0,90420.0,80380.0,88790.0,64270.0,78800.0,79890.0,71930.0,48950.0,67990.0,20601.0,1117.0,920.0,3684.0,925.0,14782.0,2294.0,3610.0,637.0,1298.0,8796.0,4265.0,376.0,492.0,3156.0,1517.0,1085.0,1055.0,1292.0,1177.0,530.0,2993.0,3909.0,2881.0,1820.0,510.0,2075.0,439.0,1028.0,1304.0,513.0,3945.0,711.0,6964.0,3355.0,990.0,3331.0,1254.0,1588.0,5871.0,970.0,1411.0,335.0,7989.999999999999,12714.0,1114.0,581.0,4502.0,3298.0,510.0,1692.0,172.0,77.0,1621.0,230.0
Prepare reports of findings and recommendations.,prepare reports of findings and recommendations,"Prepare documentation for contracts, transactions, or regulatory compliance.","Prepare documentation for contracts, applications, or permits.",Documenting/Recording Information,"Credit Authorizers, Checkers, and Clerks",credit authorizers checkers and clerks,43-4041.00,"Credit Authorizers, Checkers, and Clerks",43-4041,43-4041.00,"Credit Authorizers, Checkers, and Clerks",Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,5.0,False,1.5329939423076924,3.900833333333333,62.15416666666667,0.4375,0.4108519805608474,E1,E1,50080.0,35990.0,50080.0,50080.0,50080.0,51950.0,50820.0,50080.0,50080.0,50080.0,41810.0,30490.0,50080.0,50080.0,58880.0,47930.0,49780.0,50080.0,49790.0,37440.0,50370.0,50080.0,55300.0,48840.0,61000.0,39040.0,52820.0,51060.0,50030.0,47260.0,58620.0,59400.0,50080.0,56510.0,47340.0,50080.0,57120.0,46450.0,51620.0,51090.0,50080.0,50080.0,50080.0,50080.0,62930.0,51260.0,50080.0,47300.0,59840.0,46480.0,57940.0,50080.0,50080.0,33700.0,50080.0,12030.0,330.0,25.0,130.0,160.0,590.0,210.0,60.0,37.0,54.0,930.0,720.0,48.0,66.0,140.0,470.0,240.0,110.0,60.0,330.0,80.0,150.0,250.0,190.0,70.0,80.0,180.0,39.0,130.0,90.0,110.0,600.0,67.0,730.0,500.0,33.0,490.0,220.0,140.0,250.0,39.0,400.0,35.0,252.0,1180.0,150.0,23.0,280.0,110.0,50.0,310.0,22.0,5.0,190.0,2.0
"Prepare reports of findings, illustrating data graphically and translating complex findings into written text.",prepare reports of findings illustrating data graphically and translating complex findings into written text,Prepare research reports.,Present research or technical information.,Documenting/Recording Information,Market Research Analysts and Marketing Specialists,market research analysts and marketing specialists,13-1161.00,Market Research Analysts and Marketing Specialists,13-1161,13-1161.00,Market Research Analysts and Marketing Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0226142528590069,4.861046920526475,False,0.7368399999999999,4.59,100.0,0.343790643717728,0.6,E1,E2,78760.0,59530.0,66710.0,71940.0,65430.0,94700.0,93050.0,77740.0,101270.0,98090.0,75450.0,75850.0,59390.0,60970.0,79120.0,63700.0,66390.0,70430.0,61480.0,59690.0,71980.0,76370.0,101810.0,66780.0,87510.0,56640.0,70140.0,68080.0,60000.0,71840.0,64570.0,88190.0,61950.0,98580.0,78410.0,61580.0,72790.0,61940.0,79150.0,68760.0,86240.0,69440.0,63490.0,69790.0,72520.0,62630.0,74880.0,76980.0,95120.0,52340.0,64800.0,60990.0,42240.0,39330.0,59990.0,449790.0,7277.0,494.0,13748.0,5421.0,103277.0,24182.0,8613.0,3570.0,5499.0,60769.99999999999,27810.0,1396.0,3279.0,35180.0,14400.000000000002,7702.0,8090.0,5456.0,4649.0,2073.0,11770.0,34443.0,21008.0,18457.0,2272.0,12915.0,1266.0,3279.0,5013.0,3643.0,19941.0,1396.0,69823.0,30700.0,1344.0,23740.0,5742.0,9810.0,31040.000000000004,2784.0,10339.0,1327.0,11310.0,54947.0,14509.999999999998,860.0,22213.0,21216.0,1431.0,13531.0,737.0,69.0,2099.0,78.0
"Prepare reports of services rendered, tools used, or time required, for billing purposes.",prepare reports of services rendered tools used or time required for billing purposes,Prepare operational reports.,Prepare reports of operational or procedural activities.,Documenting/Recording Information,"Service Unit Operators, Oil, Gas, and Mining",service unit operators oil gas and mining,47-5013.00,"Service Unit Operators, Oil and Gas",47-5013,47-5013.00,"Derrick, Rotary Drill, and Service Unit Operators, Oil and Gas",Extraction Workers,Construction and Extraction Occupations,2026-05-31,0.0030529241359659,4.9334,False,1.5625276923076925,4.39,93.75,0.5367100776263583,0.4,E1,E1,58160.0,49490.0,106480.0,58160.0,48120.0,62580.0,60290.0,58160.0,58160.0,58160.0,62050.0,58160.0,58160.0,58160.0,41680.0,56980.0,58160.0,46230.0,28280.0,60760.0,58160.0,58160.0,58160.0,52000.0,58160.0,49610.0,90580.0,77750.0,62990.0,58160.0,58160.0,58160.0,64990.0,45750.0,58160.0,60810.0,61260.0,56680.0,58160.0,54780.0,58160.0,58160.0,49920.0,58160.0,49820.0,56290.0,58160.0,58160.0,58160.0,56250.0,58160.0,62560.0,58160.0,58160.0,58160.0,43140.0,170.0,1090.0,893.0,220.0,2820.0,2930.0,467.0,134.0,193.0,200.0,1347.0,173.0,236.0,220.0,882.0,430.0,370.0,210.0,3130.0,177.0,761.0,1003.0,230.0,813.0,250.0,80.0,310.0,30.0,428.0,188.0,1181.0,2600.0,100.0,1362.0,3000.0,930.0,2980.0,542.0,1520.0,138.0,635.0,40.0,904.0,16820.0,1060.0,84.0,1133.0,979.0,580.0,811.0,820.0,18.0,259.0,9.0
Prepare reports on academic or institutional data.,prepare reports on academic or institutional data,Prepare operational reports or records.,Prepare reports of operational or procedural activities.,Documenting/Recording Information,"Education Administrators, Postsecondary",education administrators postsecondary,11-9033.00,"Education Administrators, Postsecondary",11-9033,11-9033.00,Education and Childcare Administrators,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.85,False,0.31327,3.74,91.31,0.222271717436666,1.0,E2,E2,104590.0,100030.0,103080.0,103280.0,78240.0,125460.0,118440.0,123190.0,128570.0,107390.0,83840.0,110200.0,81020.0,101200.0,99770.0,98000.0,89320.0,110020.0,114310.0,98840.0,88180.0,118550.0,128970.0,108500.0,104740.0,86590.0,104560.0,102980.0,96030.0,88810.0,104190.0,131570.0,109480.0,139640.0,101060.0,101600.0,87370.0,105830.0,120110.0,103740.0,106520.0,95570.0,126160.0,100850.0,104390.0,100420.0,104450.0,120840.0,127630.0,84660.0,124960.0,127960.0,79080.0,80410.0,104590.0,180470.0,3760.0,80.0,5140.0,1970.0,14870.0,1770.0,2100.0,360.0,1880.0,11448.0,2890.0,570.0,870.0,9530.0,3370.0,2510.0,1760.0,890.0,3670.0,860.0,3186.0,9120.0,5110.0,2110.0,2230.0,2830.0,300.0,1560.0,1320.0,920.0,4100.0,1160.0,7280.0,7390.0,600.0,6880.0,1700.0,2790.0,8000.0,1140.0,2990.0,240.0,2680.0,16660.0,2320.0,550.0,4738.0,2140.0,1520.0,1190.0,120.0,40.0,910.0,37.0
Prepare reports on academic or institutional data.,prepare reports on academic or institutional data,Prepare reports detailing student activities or performance.,Prepare reports of operational or procedural activities.,Documenting/Recording Information,"Education Administrators, Postsecondary",education administrators postsecondary,11-9033.00,"Education Administrators, Postsecondary",11-9033,11-9033.00,Education and Childcare Administrators,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.85,False,0.31327,3.74,91.31,0.222271717436666,1.0,E2,E2,104590.0,100030.0,103080.0,103280.0,78240.0,125460.0,118440.0,123190.0,128570.0,107390.0,83840.0,110200.0,81020.0,101200.0,99770.0,98000.0,89320.0,110020.0,114310.0,98840.0,88180.0,118550.0,128970.0,108500.0,104740.0,86590.0,104560.0,102980.0,96030.0,88810.0,104190.0,131570.0,109480.0,139640.0,101060.0,101600.0,87370.0,105830.0,120110.0,103740.0,106520.0,95570.0,126160.0,100850.0,104390.0,100420.0,104450.0,120840.0,127630.0,84660.0,124960.0,127960.0,79080.0,80410.0,104590.0,180470.0,3760.0,80.0,5140.0,1970.0,14870.0,1770.0,2100.0,360.0,1880.0,11448.0,2890.0,570.0,870.0,9530.0,3370.0,2510.0,1760.0,890.0,3670.0,860.0,3186.0,9120.0,5110.0,2110.0,2230.0,2830.0,300.0,1560.0,1320.0,920.0,4100.0,1160.0,7280.0,7390.0,600.0,6880.0,1700.0,2790.0,8000.0,1140.0,2990.0,240.0,2680.0,16660.0,2320.0,550.0,4738.0,2140.0,1520.0,1190.0,120.0,40.0,910.0,37.0
Prepare reports on logistics performance measures.,prepare reports on logistics performance measures,Prepare operational reports.,Prepare reports of operational or procedural activities.,Documenting/Recording Information,Logistics Analysts,logistics analysts,13-1081.02,Logistics Analysts,13-1081,13-1081.02,Logisticians and Project Management Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.953077391834247,False,0.328155,4.05,100.0,0.0627826115839362,0.3,E1,E2,82320.0,98450.0,87280.0,77620.0,78400.0,92890.0,96090.0,85450.0,96090.0,104770.0,76410.0,77570.0,100340.0,73920.0,80100.0,77670.0,78740.0,69520.0,68420.0,75230.0,77780.0,102700.0,100360.0,83200.0,82320.0,75160.0,78350.0,81270.0,65370.0,79600.0,81270.0,92280.0,98430.0,88240.0,80780.0,72800.0,83460.0,86600.0,83180.0,79340.0,76180.0,80330.0,80020.0,71280.0,75480.0,83300.0,83560.0,98920.0,107250.0,71590.0,73180.0,85550.0,65440.0,54380.0,68790.0,82371.0,5109.0,522.0,4725.0,2185.0,32425.0,4420.0,2166.0,512.0,1329.0,14785.0,12383.0,561.0,561.0,13948.0,3890.0,2441.0,1752.0,2549.0,1683.0,561.0,6733.0,5168.0,10109.0,3396.0,1536.0,3386.0,276.0,1477.0,1270.0,679.0,6182.0,837.0,6822.0,7737.0,305.0,8849.0,3770.0,3120.0,9824.0,541.0,5168.0,207.0,4912.0,20701.0,3701.0,256.0,10375.0,5581.0,581.0,5060.0,118.0,128.0,1093.0,39.0
Prepare reports on operations and system productivity or efficiency.,prepare reports on operations and system productivity or efficiency,Prepare operational reports.,Prepare reports of operational or procedural activities.,Documenting/Recording Information,Industrial Production Managers,industrial production managers,11-3051.00,Industrial Production Managers,11-3051,11-3051.00,Industrial Production Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0113071264295034,4.9456641604010025,False,1.0538265088757397,3.697692307692308,84.13461538461539,0.3333333333333333,0.956948373969617,E1,E2,126060.0,122520.0,113280.0,124810.0,118120.0,132620.0,141020.0,134780.0,153000.0,124420.0,119870.0,127820.0,124650.0,107340.0,127270.0,121500.0,106510.0,125750.0,112250.0,133210.0,124810.0,132540.0,148050.0,120660.0,123580.0,118660.0,117660.0,120690.0,107200.0,112270.0,146590.0,147260.0,124670.0,130470.0,125940.0,116050.0,109340.0,120570.0,119420.0,109140.0,124120.0,126880.0,107490.0,119430.0,130890.0,115290.0,114150.0,128230.0,145210.0,111760.0,126060.0,151490.0,100470.0,129740.0,126060.0,82561.0,3641.0,412.0,3651.0,2575.0,25276.0,1740.0,3380.0,372.0,50.0,9535.0,5542.0,131.0,1217.0,11637.0,9455.0,3641.0,2434.0,6467.0,2696.0,805.0,2494.0,4496.0,14403.0,5110.0,2303.0,4134.0,272.0,2173.0,1629.0,1549.0,6819.0,674.0,6669.0,9696.0,493.0,14373.0,2152.0,3168.0,10259.0,945.0,6427.0,724.0,6347.0,21323.0,2605.0,483.0,2585.0,4788.0,1006.0,1551.0,392.0,40.0,1056.0,17.0
Prepare reports on students and activities as required by administration.,prepare reports on students and activities as required by administration,Write reports or evaluations.,Present research or technical information.,Documenting/Recording Information,"Educational, Guidance, School, and Vocational Counselors",educational guidance school and vocational counselors,21-1012.00,"Educational, Guidance, and Career Counselors and Advisors",21-1012,21-1012.00,Counselors,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0003392137928851,4.771400000000001,False,0.6408873076923076,3.54,74.3,0.0409267218331442,0.1,E1,E1,64330.0,59570.0,82900.0,58250.0,59770.0,86500.0,64780.0,73910.0,74070.0,80470.0,53140.0,63720.0,61730.0,60320.0,62420.0,59260.0,56540.0,56590.0,64350.0,61870.0,58630.0,75820.0,79930.0,59440.0,64600.0,58710.0,58040.0,57900.0,62500.0,66710.0,71080.0,77910.0,77880.0,71610.0,57630.0,58960.0,61760.0,52040.0,66690.0,60880.0,75000.0,60340.0,51830.0,59960.0,67900.0,61320.0,64570.0,67660.0,82670.0,55520.0,62690.0,63430.0,64330.0,53000.0,62470.0,353310.0,4410.0,540.0,7330.0,2310.0,45140.0,6530.0,3370.0,1700.0,1690.0,22800.0,11460.0,1620.0,1990.0,13580.0,5610.0,3690.0,3100.0,5030.0,4820.0,1780.0,6600.0,11460.0,9170.0,4200.0,2620.0,8890.0,890.0,2190.0,2250.0,1650.0,8190.0,1780.0,23380.0,9430.0,840.0,13250.0,4830.0,3990.0,13570.0,1340.0,6460.0,1000.0,6470.0,31730.0,4070.0,1120.0,9450.0,6610.0,1260.0,5330.0,770.0,40.0,1050.0,90.0
Prepare reports on students and activities as required by administration.,prepare reports on students and activities as required by administration,Complete documentation required by programs or regulations.,Prepare legal or regulatory documents.,Documenting/Recording Information,"Educational, Guidance, School, and Vocational Counselors",educational guidance school and vocational counselors,21-1012.00,"Educational, Guidance, and Career Counselors and Advisors",21-1012,21-1012.00,Counselors,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0003392137928851,4.771400000000001,False,0.6408873076923076,3.54,74.3,0.0409267218331442,0.1,E1,E1,64330.0,59570.0,82900.0,58250.0,59770.0,86500.0,64780.0,73910.0,74070.0,80470.0,53140.0,63720.0,61730.0,60320.0,62420.0,59260.0,56540.0,56590.0,64350.0,61870.0,58630.0,75820.0,79930.0,59440.0,64600.0,58710.0,58040.0,57900.0,62500.0,66710.0,71080.0,77910.0,77880.0,71610.0,57630.0,58960.0,61760.0,52040.0,66690.0,60880.0,75000.0,60340.0,51830.0,59960.0,67900.0,61320.0,64570.0,67660.0,82670.0,55520.0,62690.0,63430.0,64330.0,53000.0,62470.0,353310.0,4410.0,540.0,7330.0,2310.0,45140.0,6530.0,3370.0,1700.0,1690.0,22800.0,11460.0,1620.0,1990.0,13580.0,5610.0,3690.0,3100.0,5030.0,4820.0,1780.0,6600.0,11460.0,9170.0,4200.0,2620.0,8890.0,890.0,2190.0,2250.0,1650.0,8190.0,1780.0,23380.0,9430.0,840.0,13250.0,4830.0,3990.0,13570.0,1340.0,6460.0,1000.0,6470.0,31730.0,4070.0,1120.0,9450.0,6610.0,1260.0,5330.0,770.0,40.0,1050.0,90.0
Prepare reports on students and activities as required by administration.,prepare reports on students and activities as required by administration,Prepare reports detailing student activities or performance.,Prepare reports of operational or procedural activities.,Documenting/Recording Information,"Preschool Teachers, Except Special Education",preschool teachers except special education,25-2011.00,"Preschool Teachers, Except Special Education",25-2011,25-2011.00,Preschool and Kindergarten Teachers,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",Educational Instruction and Library Occupations,2026-05-31,0.0003392137928851,4.771400000000001,False,0.4753757692307692,3.94,88.66,0.0385564363992454,0.1,E1,E1,38140.0,28310.0,46130.0,36300.0,34190.0,47400.0,45500.0,45740.0,36360.0,62150.0,35860.0,43920.0,48780.0,32800.0,40910.0,36650.0,33830.0,47750.0,29780.0,38020.0,43890.0,44600.0,45890.0,37110.0,43430.0,36250.0,36090.0,36540.0,47040.0,38870.0,39350.0,48220.0,44070.0,46520.0,35710.0,39720.0,35180.0,31790.0,45140.0,36050.0,36830.0,34500.0,44500.0,34280.0,33860.0,35010.0,49730.0,37140.0,45660.0,32480.0,36160.0,29930.0,22120.0,32120.0,44790.0,478780.0,7910.0,520.0,9400.0,3270.0,55700.0,5210.0,5230.0,2000.0,2350.0,35740.0,16850.0,1410.0,1010.0,22420.0,7110.0,5910.0,1330.0,8520.0,3570.0,1110.0,8020.0,18710.0,10950.0,10320.0,3600.0,5580.0,960.0,1630.0,2360.0,2220.0,16190.0,2490.0,23870.0,18370.0,540.0,19840.0,7010.0,6300.0,22760.0,1890.0,4550.0,1470.0,5420.0,41200.0,3670.0,940.0,13570.0,13210.0,2190.0,11330.0,1040.0,160.0,2960.0,100.0
Prepare reports on students and activities as required by administration.,prepare reports on students and activities as required by administration,Prepare reports detailing student activities or performance.,Prepare reports of operational or procedural activities.,Documenting/Recording Information,"Elementary School Teachers, Except Special Education",elementary school teachers except special education,25-2021.00,"Elementary School Teachers, Except Special Education",25-2021,25-2021.00,Elementary and Middle School Teachers,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",Educational Instruction and Library Occupations,2026-05-31,0.0003392137928851,4.771400000000001,False,0.2835057692307692,3.69,95.42,0.0190660408541281,0.1,E1,E1,63970.0,61380.0,79260.0,56590.0,52700.0,99650.0,63410.0,80600.0,75920.0,96580.0,58930.0,72290.0,71410.0,61600.0,75320.0,59700.0,60580.0,56450.0,60610.0,58770.0,62390.0,77680.0,94000.0,65110.0,76350.0,49790.0,50910.0,57530.0,62380.0,65040.0,72410.0,78200.0,74550.0,85760.0,54930.0,60030.0,77370.0,48200.0,77130.0,77060.0,90930.0,60820.0,50130.0,59980.0,62760.0,74810.0,63070.0,65550.0,102350.0,55630.0,61210.0,61150.0,62240.0,51540.0,60560.0,1388390.0,22030.0,3500.0,24240.0,12590.0,155160.0,24860.0,16330.0,2900.0,3750.0,79090.0,43820.0,6040.0,6850.0,61520.0,27720.0,17300.0,14350.0,19080.0,22060.0,7490.0,29610.0,29930.0,40910.0,26640.0,11060.0,33180.0,4960.0,8710.0,9550.0,5190.0,40300.0,6210.0,101410.0,42410.0,4430.0,47870.0,18500.0,12600.0,48370.0,3830.0,25030.0,4290.0,28240.0,116260.0,14820.0,3610.0,37880.0,28980.0,5420.0,24920.0,2600.0,1000.0,4370.0,630.0
Prepare reports on students and activities as required by administration.,prepare reports on students and activities as required by administration,Prepare reports detailing student activities or performance.,Prepare reports of operational or procedural activities.,Documenting/Recording Information,"Middle School Teachers, Except Special and Career/Technical Education",middle school teachers except special and careertechnical education,25-2022.00,"Middle School Teachers, Except Special and Career/Technical Education",25-2022,25-2022.00,Elementary and Middle School Teachers,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",Educational Instruction and Library Occupations,2026-05-31,0.0003392137928851,4.771400000000001,False,0.3583588461538461,3.62,92.75,0.024697008385805,0.1,E1,E1,64370.0,61770.0,78940.0,59710.0,59570.0,98950.0,63760.0,93610.0,67780.0,79900.0,58940.0,64780.0,69230.0,60930.0,76110.0,60700.0,60450.0,60580.0,61120.0,58760.0,63590.0,78510.0,89450.0,63790.0,62640.0,50790.0,59310.0,61550.0,62510.0,66300.0,71140.0,78770.0,75240.0,94840.0,52010.0,60100.0,77090.0,48440.0,78350.0,77930.0,92760.0,60810.0,50980.0,60690.0,63390.0,79180.0,73940.0,63520.0,102140.0,57210.0,61960.0,62480.0,62020.0,52530.0,64370.0,620090.0,10000.0,1150.0,9020.0,6140.0,37300.0,13280.0,7920.0,2350.0,1540.0,31370.0,23610.0,2480.0,2360.0,24770.0,11700.0,6270.0,6230.0,8040.0,5560.0,2780.0,14530.0,16570.0,15420.0,8890.0,6260.0,11330.0,1980.0,4150.0,3910.0,3120.0,23650.0,4260.0,38670.0,20650.0,1400.0,30450.0,7620.0,6940.0,22720.0,2370.0,9750.0,2130.0,13060.0,80160.0,5960.0,1620.0,18290.0,10510.0,4090.0,14460.0,1290.0,510.0,3490.0,127.0
Prepare reports on students and activities as required by administration.,prepare reports on students and activities as required by administration,Prepare reports detailing student activities or performance.,Prepare reports of operational or procedural activities.,Documenting/Recording Information,"Career/Technical Education Teachers, Middle School",careertechnical education teachers middle school,25-2023.00,"Career/Technical Education Teachers, Middle School",25-2023,25-2023.00,Elementary and Middle School Teachers,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",Educational Instruction and Library Occupations,2026-05-31,0.0003392137928851,4.771400000000001,False,0.9690388461538462,3.86,100.0,0.0770732593360996,0.1,E1,E1,65030.0,58410.0,65030.0,65030.0,60760.0,65030.0,66310.0,95680.0,65030.0,65030.0,58760.0,73020.0,65030.0,65030.0,80700.0,54960.0,63360.0,58560.0,65030.0,56440.0,65030.0,84160.0,93260.0,60650.0,81460.0,55210.0,52630.0,65030.0,62580.0,65030.0,65030.0,68280.0,65030.0,86450.0,52270.0,46530.0,86560.0,54090.0,65030.0,77980.0,97240.0,62160.0,65030.0,61950.0,63330.0,86890.0,65030.0,67460.0,103290.0,65030.0,76860.0,62710.0,65030.0,65030.0,65030.0,16870.0,640.0,35.0,349.0,90.0,1963.0,470.0,120.0,52.0,76.0,610.0,560.0,68.0,92.0,240.0,70.0,168.0,30.0,216.0,120.0,69.0,210.0,392.0,475.0,160.0,270.0,240.0,55.0,370.0,167.0,74.0,462.0,94.0,1930.0,760.0,220.0,590.0,110.0,212.0,690.0,50.0,170.0,49.0,110.0,5230.0,187.0,33.0,640.0,720.0,76.0,570.0,100.0,7.0,101.0,3.0
Prepare reports on students and activities as required by administration.,prepare reports on students and activities as required by administration,Prepare reports detailing student activities or performance.,Prepare reports of operational or procedural activities.,Documenting/Recording Information,"Secondary School Teachers, Except Special and Career/Technical Education",secondary school teachers except special and careertechnical education,25-2031.00,"Secondary School Teachers, Except Special and Career/Technical Education",25-2031,25-2031.00,Secondary School Teachers,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",Educational Instruction and Library Occupations,2026-05-31,0.0003392137928851,4.771400000000001,False,0.6088207692307692,3.47,97.31,0.047788736085714,0.1,E1,E1,72040.0,61990.0,79650.0,58360.0,59660.0,101370.0,72900.0,80970.0,77960.0,82750.0,60410.0,75480.0,74310.0,61690.0,79990.0,61880.0,61200.0,59920.0,61560.0,59850.0,64880.0,78670.0,95260.0,66030.0,76460.0,50980.0,59240.0,60990.0,63450.0,65520.0,77060.0,82200.0,75900.0,97070.0,57650.0,61210.0,78800.0,48710.0,79570.0,78800.0,92610.0,62580.0,51050.0,61860.0,63590.0,76330.0,76220.0,72170.0,102670.0,56610.0,62870.0,62690.0,62860.0,59100.0,59520.0,1065210.0,15880.0,2790.0,21190.0,12890.0,99230.0,18310.0,14800.0,5360.0,2800.0,49810.0,25730.0,5590.0,6570.0,44670.0,20430.0,12310.0,10860.0,12780.0,15210.0,5540.0,16640.0,28460.0,25540.0,16020.0,10400.0,24380.0,3670.0,7170.0,8920.0,5860.0,38140.0,8120.0,70660.0,28620.0,3070.0,49540.0,15480.0,11730.0,52240.0,4910.0,16080.0,3360.0,21230.0,111660.0,11030.0,2450.0,31100.0,14880.0,3590.0,15910.0,1600.0,680.0,5640.0,380.0
Prepare reports on students and activities as required by administration.,prepare reports on students and activities as required by administration,Prepare reports detailing student activities or performance.,Prepare reports of operational or procedural activities.,Documenting/Recording Information,"Career/Technical Education Teachers, Secondary School",careertechnical education teachers secondary school,25-2032.00,"Career/Technical Education Teachers, Secondary School",25-2032,25-2032.00,Secondary School Teachers,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",Educational Instruction and Library Occupations,2026-05-31,0.0003392137928851,4.771400000000001,False,0.6695442307692308,3.36,95.28,0.0537217218173009,0.1,E1,E1,66270.0,59470.0,78130.0,62980.0,61780.0,80620.0,72750.0,100810.0,79230.0,66270.0,62140.0,78760.0,66270.0,60510.0,77950.0,56390.0,57660.0,58300.0,61130.0,61300.0,78050.0,78320.0,98020.0,77400.0,71650.0,57910.0,59300.0,55190.0,63180.0,64510.0,76320.0,83770.0,66750.0,79820.0,58600.0,61500.0,79230.0,58800.0,78380.0,75760.0,81820.0,72120.0,56070.0,61700.0,64610.0,72380.0,79220.0,75580.0,101180.0,57760.0,74310.0,62570.0,66270.0,53160.0,66270.0,111420.0,1504.0,170.0,660.0,1000.0,3260.0,1250.0,1910.0,560.0,500.0,6820.0,1680.0,447.0,1140.0,2780.0,1310.0,640.0,1050.0,330.0,1530.0,170.0,690.0,3130.0,1800.0,880.0,1770.0,2000.0,260.0,1310.0,150.0,450.0,2320.0,100.0,7610.0,2650.0,640.0,5130.0,1170.0,750.0,4840.0,90.0,1150.0,360.0,2940.0,32250.0,730.0,220.0,3500.0,3460.0,1000.0,1420.0,210.0,47.0,1110.0,23.0
Prepare reports on students and activities as required by administration.,prepare reports on students and activities as required by administration,Prepare reports detailing student activities or performance.,Prepare reports of operational or procedural activities.,Documenting/Recording Information,"Special Education Teachers, Preschool",special education teachers preschool,25-2051.00,"Special Education Teachers, Preschool",25-2051,25-2051.00,Special Education Teachers,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",Educational Instruction and Library Occupations,2026-05-31,0.0003392137928851,4.771400000000001,False,0.27478,4.04,95.74,0.0195478359586531,0.1,E1,E1,64830.0,64830.0,80390.0,60130.0,35580.0,59550.0,78040.0,87960.0,59250.0,64830.0,58240.0,72310.0,75120.0,49610.0,62580.0,48680.0,63540.0,59220.0,54220.0,56890.0,60680.0,85010.0,99070.0,75860.0,75880.0,52420.0,62250.0,64830.0,62760.0,64830.0,61720.0,92060.0,66010.0,68180.0,60180.0,60060.0,60700.0,49720.0,77490.0,83510.0,59310.0,59800.0,64830.0,59550.0,65680.0,58230.0,79000.0,77570.0,86580.0,64830.0,60870.0,52100.0,64830.0,64830.0,64830.0,29510.0,398.0,110.0,330.0,510.0,2510.0,810.0,380.0,100.0,132.0,1370.0,380.0,230.0,180.0,1080.0,380.0,294.0,350.0,377.0,960.0,40.0,70.0,710.0,430.0,1250.0,110.0,940.0,96.0,80.0,292.0,80.0,1720.0,270.0,6220.0,640.0,50.0,1150.0,60.0,400.0,490.0,120.0,170.0,86.0,330.0,2010.0,110.0,70.0,650.0,820.0,132.0,240.0,80.0,13.0,177.0,6.0
Prepare reports on students and activities as required by administration.,prepare reports on students and activities as required by administration,Prepare reports detailing student activities or performance.,Prepare reports of operational or procedural activities.,Documenting/Recording Information,Adult Basic and Secondary Education and Literacy Teachers and Instructors,adult basic and secondary education and literacy teachers and instructors,25-3011.00,"Adult Basic Education, Adult Secondary Education, and English as a Second Language Instructors",25-3011,25-3011.00,"Adult Basic Education, Adult Secondary Education, and English as a Second Language Instructors",Other Teachers and Instructors,Educational Instruction and Library Occupations,2026-05-31,0.0003392137928851,4.771400000000001,False,0.4639530769230769,3.61,90.34,0.0354053092546498,0.1,E2,E1,61540.0,48870.0,61540.0,61750.0,43240.0,102030.0,51170.0,72180.0,78600.0,62940.0,58920.0,47540.0,44600.0,50040.0,62370.0,58660.0,48010.0,52030.0,44990.0,66870.0,58880.0,59950.0,62290.0,59900.0,76800.0,49900.0,51770.0,56500.0,49040.0,48930.0,64440.0,81100.0,49170.0,78010.0,51810.0,63820.0,47190.0,51840.0,65700.0,57230.0,57690.0,62940.0,35760.0,60340.0,49490.0,49680.0,62500.0,64540.0,69990.0,65050.0,64980.0,52060.0,61540.0,61540.0,61540.0,37310.0,470.0,78.0,570.0,230.0,1660.0,820.0,410.0,200.0,570.0,3670.000000000001,470.0,300.0,270.0,1970.0,650.0,370.0,160.0,350.0,100.0,330.0,450.00000000000006,1420.0,560.0,2880.0,240.0,620.0,110.0,130.0,40.0,50.0,1350.0,210.0,2810.0,3720.0,180.0,750.0,300.0,510.0,790.0,119.0,480.0,100.0,240.0,1830.0,60.0,70.0,700.0,1310.0,250.0,1050.0,100.0,16.0,224.0,8.0
"Prepare reports or correspondence concerning project specifications, activities, or status.",prepare reports or correspondence concerning project specifications activities or status,Communicate project information to others.,Communicate with others about specifications or project details.,"Communicating with Supervisors, Peers, or Subordinates","Software Developers, Applications",software developers applications,15-1132.00,Software Developers,15-1252,15-1252.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0226142528590069,4.5604508196721305,False,0.5918542307692307,3.68,72.84,0.0721321098020888,0.2,E2,E1,114549.41176470587,108307.0588235294,114549.41176470587,110045.29411764706,111294.89619377164,143515.58823529413,128445.88235294116,109510.0,114782.35294117648,114191.17647058824,110165.0,112089.11764705884,109759.70588235294,120062.54325259516,113710.0,93134.70588235294,97098.82352941176,100614.41176470587,88776.76470588235,78453.82352941176,98043.23529411764,120022.9411764706,136121.76470588235,107406.76470588236,110872.0588235294,84885.29411764706,98662.0588235294,109772.9411764706,102180.29411764706,119163.13148788927,117653.5294117647,124798.5294117647,119148.82352941176,135779.41176470587,111493.5294117647,90934.11764705884,103205.58823529413,90770.58823529413,119530.58823529413,103874.70588235294,111107.64705882352,107836.76470588236,77240.29411764706,101195.58823529413,111652.9411764706,97212.0588235294,92335.88235294116,126400.88235294116,140793.5294117647,81291.17647058824,100160.58823529413,114750.1903114187,114549.41176470587,67413.23529411765,114549.41176470587,672406.1764705882,6836.176470588235,1117.8529411764705,14941.764705882351,5745.588235294118,110753.52941176471,17472.05882352941,5204.117647058823,1445.2941176470588,2494.1176470588234,35416.17647058824,20889.117647058825,2341.4117647058824,2239.1176470588234,22635.29411764706,5660.588235294117,3601.176470588235,5164.705882352941,3080.2941176470586,1624.4117647058824,1166.470588235294,14120.294117647058,20082.647058823528,16414.70588235294,13390.588235294115,845.0000000000001,8459.117647058823,800.2941176470589,3187.6470588235293,2321.470588235294,4027.941176470588,21115.29411764706,1585.5882352941176,43799.70588235294,24930.58823529412,604.4117647058824,17467.35294117647,3321.7647058823527,8307.35294117647,21156.17647058824,1910.8823529411768,5457.352941176471,918.8235294117646,7191.764705882353,66272.05882352941,12092.35294117647,677.9411764705883,35434.117647058825,40018.82352941176,1121.1764705882351,9600.882352941177,1304.3529411764705,286.0,836.1764705882354,138.0
"Prepare reports or make presentations on internal investigations, losses, or violations of regulations, policies and procedures.",prepare reports or make presentations on internal investigations losses or violations of regulations policies and procedures,Prepare reports related to compliance matters.,Prepare legal or regulatory documents.,Documenting/Recording Information,Security Managers,security managers,11-9199.07,Security Managers,11-3013,11-3013.01,Administrative Services and Facilities Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,5.0,False,0.1764738461538461,3.7,100.0,0.0568523106528874,0.5,E1,E1,106660.0,121010.0,113510.0,99880.0,89810.0,118620.0,122510.0,110990.0,129260.0,115770.0,98780.0,114360.0,108750.0,99870.0,106980.0,104560.0,99010.0,117270.0,100720.0,97120.0,98310.0,97700.0,124100.0,98150.0,109720.0,93640.0,100380.0,96100.0,102150.0,101850.0,106690.0,124110.0,108110.0,131350.0,108130.0,92040.0,97740.0,90390.0,110710.0,95290.0,106510.0,103940.0,101280.0,106730.0,99430.0,99320.0,88710.0,116540.0,139990.0,95050.0,103620.0,106330.0,79560.0,72500.0,66420.0,78090.0,940.0,870.0,3430.0,880.0,20550.0,2150.0,2650.0,240.0,930.0,8620.0,2670.0,760.0,610.0,9180.0,4110.0,2340.0,1080.0,1070.0,1160.0,670.0,5210.0,6070.0,4920.0,3000.0,930.0,1920.0,340.0,1430.0,1250.0,550.0,5690.0,390.0,9580.0,4810.0,270.0,6030.0,1040.0,1830.0,6870.0,470.0,1750.0,370.0,2580.0,13140.0,1770.0,500.0,2950.0,2790.0,610.0,2010.0,190.0,60.0,710.0,93.0
"Prepare reports or make presentations on internal investigations, losses, or violations of regulations, policies and procedures.",prepare reports or make presentations on internal investigations losses or violations of regulations policies and procedures,Communicate organizational policies and procedures.,"Explain regulations, policies, or procedures.",Interpreting the Meaning of Information for Others,Security Managers,security managers,11-9199.07,Security Managers,11-3013,11-3013.01,Administrative Services and Facilities Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,5.0,False,0.1764738461538461,3.7,100.0,0.0568523106528874,0.5,E1,E1,106660.0,121010.0,113510.0,99880.0,89810.0,118620.0,122510.0,110990.0,129260.0,115770.0,98780.0,114360.0,108750.0,99870.0,106980.0,104560.0,99010.0,117270.0,100720.0,97120.0,98310.0,97700.0,124100.0,98150.0,109720.0,93640.0,100380.0,96100.0,102150.0,101850.0,106690.0,124110.0,108110.0,131350.0,108130.0,92040.0,97740.0,90390.0,110710.0,95290.0,106510.0,103940.0,101280.0,106730.0,99430.0,99320.0,88710.0,116540.0,139990.0,95050.0,103620.0,106330.0,79560.0,72500.0,66420.0,78090.0,940.0,870.0,3430.0,880.0,20550.0,2150.0,2650.0,240.0,930.0,8620.0,2670.0,760.0,610.0,9180.0,4110.0,2340.0,1080.0,1070.0,1160.0,670.0,5210.0,6070.0,4920.0,3000.0,930.0,1920.0,340.0,1430.0,1250.0,550.0,5690.0,390.0,9580.0,4810.0,270.0,6030.0,1040.0,1830.0,6870.0,470.0,1750.0,370.0,2580.0,13140.0,1770.0,500.0,2950.0,2790.0,610.0,2010.0,190.0,60.0,710.0,93.0
"Prepare reports or recommendations, based upon research outcomes.",prepare reports or recommendations based upon research outcomes,Prepare scientific or technical reports or presentations.,Present research or technical information.,Documenting/Recording Information,Biochemists and Biophysicists,biochemists and biophysicists,19-1021.00,Biochemists and Biophysicists,19-1021,19-1021.00,Biological Scientists,Life Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.8,False,0.6913461538461538,4.05,100.0,0.0570423809523809,0.1,E1,E1,127410.0,48510.0,127410.0,127410.0,82390.0,139580.0,127410.0,132670.0,101880.0,120090.0,157390.0,85680.0,127410.0,127410.0,87010.0,127410.0,101090.0,97850.0,74710.0,127410.0,84560.0,100650.0,131600.0,109340.0,81280.0,127410.0,79550.0,127410.0,66910.0,69220.0,109770.0,122620.0,127410.0,101080.0,82220.0,127410.0,90000.0,69130.0,127410.0,134090.0,76710.0,109080.0,127410.0,134560.0,97510.0,81990.0,127410.0,105780.0,98840.0,127410.0,106480.0,127410.0,127410.0,64140.0,127410.0,33830.0,90.0,70.0,700.0,282.0,3240.0,960.0,540.0,490.0,70.0,370.0,110.0,136.0,185.0,150.0,692.0,140.0,140.0,40.0,418.0,390.0,690.0,14890.0,730.0,190.0,251.0,290.0,111.0,70.0,335.0,200.0,2570.0,188.0,980.0,570.0,93.0,350.0,70.0,425.0,2750.0,108.0,60.0,99.0,60.0,520.0,160.0,40.0,70.0,270.0,152.0,170.0,61.0,14.0,130.0,7.0
Prepare reports summarizing information or trends related to manufacturing performance.,prepare reports summarizing information or trends related to manufacturing performance,Prepare operational reports.,Prepare reports of operational or procedural activities.,Documenting/Recording Information,Manufacturing Engineers,manufacturing engineers,17-2199.04,Manufacturing Engineers,17-2112,17-2112.03,"Industrial Engineers, Including Health and Safety",Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.8824000000000005,False,0.5708976923076923,3.87,88.46,0.1646407614721073,0.4,E1,E2,102440.0,99880.0,156510.0,108280.0,98410.0,124600.0,109750.0,104160.0,120190.0,103300.0,101610.0,100100.0,123800.0,100840.0,100540.0,97480.0,97690.0,99830.0,96820.0,122920.0,101030.0,119930.0,109420.0,101680.0,102660.0,95830.0,99290.0,104430.0,98170.0,102090.0,101310.0,103840.0,128090.0,102640.0,99310.0,96940.0,100060.0,97510.0,128290.0,99560.0,109350.0,101060.0,93200.0,99080.0,104560.0,103940.0,103010.0,102550.0,129050.0,108360.0,96980.0,122070.0,102440.0,81820.0,102440.0,63713.0,5331.0,153.0,5240.0,1192.0,22772.0,3623.0,4195.0,571.0,111.0,9790.0,6229.0,35.0,927.0,12989.0,8139.0,2509.0,2404.0,4230.0,1192.0,718.0,2718.0,7992.0,21594.0,12250.0,1707.0,3533.0,272.0,808.0,1094.0,1352.0,4787.0,794.0,8229.0,8069.0,418.0,16361.0,1512.0,4048.0,9184.0,690.0,5547.0,578.0,5184.0,21587.0,3846.0,307.0,3888.0,4271.0,592.0,9107.0,167.0,27.0,1916.0,13.0
"Prepare reports summarizing operational results, financial performance, or accomplishments of specified objectives, goals, or plans.",prepare reports summarizing operational results financial performance or accomplishments of specified objectives goals or plans,Prepare operational reports.,Prepare reports of operational or procedural activities.,Documenting/Recording Information,Business Continuity Planners,business continuity planners,13-1199.04,Business Continuity Planners,13-1199,13-1199.04,Miscellaneous Business Operations Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0565356321475172,4.907878787878788,False,0.1034615384615384,3.63,86.96,0.084613970635619,1.239239247631823,E1,E2,83050.0,100240.0,94740.0,83280.0,61240.0,87570.0,92520.0,85530.0,95040.0,108160.0,79650.0,78410.0,92620.0,76400.0,82070.0,79030.0,80470.0,83350.0,74690.0,63220.0,78830.0,101500.0,93270.0,81810.0,77820.0,76980.0,80420.0,74990.0,77980.0,67330.0,83740.0,91060.0,79100.0,83450.0,80230.0,80500.0,79350.0,93640.0,77170.0,80590.0,88130.0,79110.0,85340.0,78690.0,80820.0,80190.0,71710.0,85200.0,100360.0,69240.0,67370.0,74060.0,88610.0,46700.0,65170.0,209360.0,5385.0,1556.0,9406.0,6317.0,119404.0,35182.0,4337.0,1233.0,29112.0,51020.0,51960.0,4030.0,2111.0,25375.0,4846.0,7626.0,7557.0,4522.0,13104.0,3259.0,30675.0,13797.0,16131.0,12641.0,3182.0,15769.999999999998,3667.0,1957.0,7041.0,1479.0,26354.0,6509.0,22178.0,31723.0,1394.0,24412.0,4391.0,11494.0,20992.0,1726.0,6864.0,724.0,9082.0,80324.0,2321.0,1880.0,34789.0,39789.0,3135.0,9406.0,1364.0,362.0,7210.0,285.0
Prepare reports to document patients' care activities.,prepare reports to document patients care activities,Prepare reports summarizing patient diagnostic or care activities.,Prepare health or medical documents.,Documenting/Recording Information,Clinical Nurse Specialists,clinical nurse specialists,29-1141.04,Clinical Nurse Specialists,29-1141,29-1141.04,Registered Nurses,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0226142528590069,4.931914464393786,False,0.6578626923076923,3.05,95.0,0.0538718154249651,0.1,E1,E1,97550.0,77080.0,109480.0,99500.0,78940.0,140270.0,100260.0,102740.0,99520.0,102540.0,84190.0,93550.0,136320.0,92460.0,95990.0,83500.0,78630.0,79320.0,81040.0,80230.0,86990.0,99790.0,104550.0,94300.0,101510.0,77090.0,81780.0,85280.0,84730.0,103670.0,99700.0,106500.0,94340.0,109440.0,84350.0,80730.0,82510.0,82920.0,129010.0,96430.0,100640.0,82360.0,78060.0,81500.0,95970.0,84600.0,97460.0,93600.0,124200.0,80130.0,95530.0,83760.0,97550.0,39880.0,84120.0,808230.0,64975.0,8980.0,87466.0,35154.0,405273.0,65154.0,47960.0,17087.0,13679.0,274941.0,120707.0,15472.0,20184.0,166095.0,82480.0,41156.0,40415.0,60144.0,58554.0,19777.0,63265.0,105461.0,125489.0,83831.0,34747.0,91244.0,13093.0,29558.0,32368.0,18402.0,110818.0,21499.0,246088.0,132867.0,13559.0,171859.0,45760.0,47505.0,175195.0,12065.0,59486.0,17589.0,86330.0,324491.0,32786.0,8860.0,92655.0,82815.0,28015.0,81380.0,6373.0,825.0,25433.0,562.0
Prepare reports to provide answers in response to specific problems.,prepare reports to provide answers in response to specific problems,Prepare research or technical reports.,Present research or technical information.,Documenting/Recording Information,"Interviewers, Except Eligibility and Loan",interviewers except eligibility and loan,43-4111.00,"Interviewers, Except Eligibility and Loan",43-4111,43-4111.00,"Interviewers, Except Eligibility and Loan",Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.1469926435835449,4.8866539273861,False,0.7422846153846154,3.61,77.18,0.2925490555284156,0.6,E1,E1,45920.0,34180.0,47630.0,43200.0,37150.0,56880.0,49660.0,47980.0,49010.0,49730.0,43500.0,41450.0,35680.0,39450.0,43200.0,40510.0,39520.0,39430.0,40490.0,37190.0,43830.0,47550.0,50340.0,44180.0,49980.0,35110.0,38940.0,42970.0,44130.0,42340.0,48890.0,47380.0,45920.0,55410.0,39200.0,38590.0,42480.0,39130.0,50730.0,44070.0,49780.0,38830.0,43930.0,39340.0,43980.0,41530.0,49480.0,44280.0,51090.0,36480.0,46070.0,40050.0,45920.0,22810.0,45920.0,148060.0,3120.0,80.0,2630.0,2990.0,22250.0,5360.0,1210.0,570.0,640.0,7420.0,1910.0,594.0,560.0,2240.0,3280.0,1800.0,3640.0,1050.0,4440.0,1000.0,2510.0,3050.0,4590.0,1950.0,2200.0,3470.0,760.0,2280.0,2190.0,1390.0,4170.0,824.0,9260.0,2330.0,160.0,6730.0,1480.0,1710.0,3640.0,370.0,940.0,590.0,1660.0,13930.0,570.0,380.0,2250.0,3050.0,2480.0,1130.0,420.0,63.0,2850.0,30.0
Prepare requests for proposals or statements of work.,prepare requests for proposals or statements of work,Prepare proposal documents or grant applications.,Prepare proposals or grant applications.,Documenting/Recording Information,Biologists,biologists,19-1020.01,Biologists,19-1029,19-1029.04,Biological Scientists,Life Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.909043387349713,False,0.0805996153846153,3.61,91.51,0.01963773352999,0.4,E1,E1,98920.0,87260.0,106870.0,90290.0,76400.0,113530.0,93970.0,111940.0,113400.0,84590.0,83780.0,96820.0,95600.0,83320.0,82640.0,84570.0,82720.0,76400.0,79400.0,69590.0,104570.0,121680.0,107100.0,81540.0,76400.0,91170.0,63290.0,91560.0,82770.0,74210.0,83740.0,104750.0,84120.0,104120.0,100070.0,98920.0,95560.0,79950.0,86260.0,100780.0,101750.0,91560.0,73920.0,80500.0,80870.0,93250.0,77960.0,96030.0,108110.0,84590.0,78480.0,91560.0,78850.0,76400.0,98920.0,13828.0,253.0,275.0,565.0,267.0,8824.0,631.0,126.0,43.0,631.0,1426.0,914.0,275.0,319.0,966.0,475.0,409.0,565.0,193.0,431.0,253.0,3692.0,2176.0,639.0,557.0,238.0,832.0,409.0,178.0,305.0,230.0,401.0,312.0,1872.0,2065.0,38.0,453.0,223.0,520.0,1344.0,74.0,178.0,126.0,312.0,1842.0,438.0,67.0,1226.0,1946.0,171.0,550.0,126.0,37.0,193.0,3.0
Prepare requirements documentation for use by software developers.,prepare requirements documentation for use by software developers,Develop technical specifications for systems or equipment.,Develop technical specifications for products or operations.,Thinking Creatively,Financial Quantitative Analysts,financial quantitative analysts,13-2099.01,Financial Quantitative Analysts,13-2099,13-2099.01,Miscellaneous Financial Specialists,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0226142528590069,4.496678075296959,False,0.0876696153846153,2.83,90.0,0.0252854428006544,0.4,E2,E1,81100.0,87110.0,77070.0,81180.0,60600.0,80810.0,87430.0,81100.0,80610.0,125110.0,61660.0,77540.0,77190.0,79440.0,81180.0,92410.0,79390.0,51160.0,65690.0,59860.0,109060.0,101400.0,99970.0,75040.0,83280.0,73920.0,75800.0,76350.0,66290.0,61930.0,83590.0,98630.0,80610.0,107490.0,80900.0,78260.0,90060.0,76980.0,83080.0,78610.0,78990.0,76400.0,86260.0,69240.0,71650.0,76530.0,75270.0,92930.0,80930.0,86200.0,64420.0,75810.0,81100.0,39270.0,81100.0,96670.0,776.0,190.0,1332.0,541.0,20910.0,4030.0,1048.0,1946.0,3600.0,10184.0,5955.0,1229.0,307.0,8560.0,2824.0,1785.0,1668.0,1010.0,4375.0,1829.0,5546.0,2246.0,3834.0,1200.0,585.0,3965.0,395.0,702.0,1785.0,615.0,8063.0,1054.0,14267.0,6131.0,219.0,6102.0,920.0,900.0000000000001,4030.0,746.0,1361.0,132.0,3541.0,19827.0,4565.0,230.0,7419.0,4258.0,920.0,2370.0,146.0,41.0,980.0,20.0
Prepare responses to correspondence containing routine inquiries.,prepare responses to correspondence containing routine inquiries,Prepare business correspondence.,Perform administrative or clerical activities.,Performing Administrative Activities,Executive Secretaries and Executive Administrative Assistants,executive secretaries and executive administrative assistants,43-6011.00,Executive Secretaries and Executive Administrative Assistants,43-6011,43-6011.00,Secretaries and Administrative Assistants,Secretaries and Administrative Assistants,Office and Administrative Support Occupations,2026-05-31,0.0226142528590069,4.874081738230729,False,2.043424615384615,4.02,92.41,0.1563967780508915,0.1,E1,E1,76590.0,69450.0,66210.0,70770.0,51600.0,89000.0,65850.0,82520.0,78920.0,90850.0,64710.0,68290.0,80710.0,60200.0,74390.0,59080.0,62340.0,64860.0,62410.0,53240.0,64100.0,78540.0,82650.0,66840.0,78470.0,55670.0,60320.0,59750.0,66210.0,67830.0,71650.0,89520.0,73890.0,80640.0,70140.0,61270.0,69600.0,59910.0,75480.0,75270.0,77820.0,60890.0,55170.0,68190.0,71990.0,61130.0,70770.0,80330.0,79250.0,63820.0,68920.0,52210.0,43930.0,37120.0,56720.0,459910.0,2880.0,1320.0,6490.0,2070.0,59640.0,10340.0,6490.0,1320.0,4560.0,19220.0,14560.0,1440.0,1180.0,14900.0,5060.0,4150.0,2750.0,2700.0,9270.0,2320.0,13960.0,14820.0,9030.0,7970.0,1240.0,8500.0,550.0,1860.0,2670.0,1210.0,11690.0,2800.0,88890.0,8890.0,540.0,10940.0,2810.0,6000.0,12910.0,950.0,3880.0,1230.0,5360.0,34520.0,5440.0,770.0,10360.0,11560.0,860.0,4480.0,560.0,80.0,7100.0,170.0
"Prepare responses to customer requests for information, such as product data, written regulatory affairs statements, surveys, or questionnaires.",prepare responses to customer requests for information such as product data written regulatory affairs statements surveys or questionnaires,Correspond with customers to answer questions or resolve complaints.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,Regulatory Affairs Specialists,regulatory affairs specialists,13-1041.07,Regulatory Affairs Specialists,13-1041,13-1041.07,Compliance Officers,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.9166,False,0.1624292307692307,2.94,85.0,0.0190866148471157,0.2,E1,E1,80730.0,72990.0,76430.0,74920.0,64680.0,96980.0,82450.0,91810.0,91050.0,111030.0,74920.0,70200.0,82590.0,75450.0,80550.0,78770.0,75620.0,69740.0,69240.0,70290.0,83740.0,84720.0,102060.0,77390.0,85920.0,67450.0,67270.0,66660.0,73920.0,78290.0,82800.0,100000.0,67990.0,90080.0,78500.0,79440.0,75030.0,63000.0,82990.0,85580.0,87620.0,75460.0,72630.0,63960.0,75370.0,67370.0,90420.0,80380.0,88790.0,64270.0,78800.0,79890.0,71930.0,48950.0,67990.0,113754.0,6169.0,920.0,20341.0,5106.0,81627.0,12666.0,3610.0,3518.0,7168.0,48570.0,23549.0,2078.0,2717.0,17428.0,8379.0,5989.0,5826.0,7135.0,6497.0,2929.0,16528.0,21585.0,15907.0,10048.0,2815.0,11455.0,2422.0,5679.0,7200.0,2831.0,21781.0,3928.0,38457.0,18525.0,990.0,18394.0,6922.0,8771.0,32419.0,970.0,7790.0,1849.0,7990.0,70205.0,6153.0,3207.0,24858.0,18214.0,2815.0,9344.0,949.0,425.0,8952.0,230.0
"Prepare, review, or update environmental investigation or recommendation reports.",prepare review or update environmental investigation or recommendation reports,Prepare technical or operational reports.,Present research or technical information.,Documenting/Recording Information,Environmental Engineers,environmental engineers,17-2081.00,Environmental Engineers,17-2081,17-2081.00,Environmental Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.753659039373325,False,0.1586011538461538,3.95,90.48,0.106059977718133,1.1,E2,E2,107110.0,102650.0,110220.0,93970.0,85280.0,130410.0,106890.0,114710.0,95720.0,107110.0,116840.0,96530.0,107880.0,117520.0,107990.0,92460.0,94830.0,94070.0,107520.0,130510.0,93930.0,97570.0,115800.0,105080.0,115750.0,91100.0,98170.0,100140.0,120620.0,109720.0,88610.0,102630.0,108360.0,101270.0,99440.0,91370.0,113180.0,92090.0,127100.0,103330.0,101140.0,96140.0,98890.0,97190.0,123060.0,103380.0,92580.0,104940.0,125460.0,83200.0,89990.0,106330.0,107110.0,77560.0,107110.0,38340.0,780.0,260.0,690.0,210.0,4550.0,1320.0,450.0,150.0,172.0,1800.0,830.0,150.0,400.0,940.0,520.0,150.0,320.0,350.0,340.0,220.0,1030.0,1880.0,810.0,1080.0,260.0,510.0,300.0,270.0,290.0,210.0,990.0,500.0,3170.0,1210.0,90.0,730.0,530.0,650.0,1750.0,200.0,560.0,90.0,540.0,1940.0,410.0,110.0,1010.0,1920.0,370.0,890.0,200.0,16.0,110.0,8.0
"Prepare, review, or update environmental investigation or recommendation reports.",prepare review or update environmental investigation or recommendation reports,Maintain operational records or records systems.,Maintain operational records.,Documenting/Recording Information,Environmental Engineers,environmental engineers,17-2081.00,Environmental Engineers,17-2081,17-2081.00,Environmental Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.753659039373325,False,0.1586011538461538,3.95,90.48,0.106059977718133,1.1,E2,E2,107110.0,102650.0,110220.0,93970.0,85280.0,130410.0,106890.0,114710.0,95720.0,107110.0,116840.0,96530.0,107880.0,117520.0,107990.0,92460.0,94830.0,94070.0,107520.0,130510.0,93930.0,97570.0,115800.0,105080.0,115750.0,91100.0,98170.0,100140.0,120620.0,109720.0,88610.0,102630.0,108360.0,101270.0,99440.0,91370.0,113180.0,92090.0,127100.0,103330.0,101140.0,96140.0,98890.0,97190.0,123060.0,103380.0,92580.0,104940.0,125460.0,83200.0,89990.0,106330.0,107110.0,77560.0,107110.0,38340.0,780.0,260.0,690.0,210.0,4550.0,1320.0,450.0,150.0,172.0,1800.0,830.0,150.0,400.0,940.0,520.0,150.0,320.0,350.0,340.0,220.0,1030.0,1880.0,810.0,1080.0,260.0,510.0,300.0,270.0,290.0,210.0,990.0,500.0,3170.0,1210.0,90.0,730.0,530.0,650.0,1750.0,200.0,560.0,90.0,540.0,1940.0,410.0,110.0,1010.0,1920.0,370.0,890.0,200.0,16.0,110.0,8.0
"Prepare, rewrite and edit copy to improve readability, or supervise others who do this work.",prepare rewrite and edit copy to improve readability or supervise others who do this work,Edit written materials.,Edit written materials or documents.,Making Decisions and Solving Problems,Editors,editors,27-3041.00,Editors,27-3041,27-3041.00,Writers and Editors,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,1.0289485050848146,4.947864447563665,False,2.695592307692308,4.3,97.96,0.6680490919751649,0.3,E1,E1,77920.0,63330.0,63630.0,63090.0,50180.0,98030.0,77870.0,85950.0,75020.0,83920.0,73950.0,76650.0,55070.0,77920.0,76060.0,56440.0,57200.0,61920.0,59430.0,58860.0,50180.0,75550.0,83170.0,63090.0,62650.0,54380.0,61620.0,61750.0,46320.0,72510.0,66510.0,81680.0,64250.0,101480.0,73740.0,60520.0,72160.0,50780.0,71540.0,63460.0,77960.0,62000.0,56730.0,59550.0,45950.0,65040.0,66860.0,80590.0,77850.0,56630.0,64270.0,46710.0,77920.0,39640.0,77920.0,91690.0,530.0,60.0,820.0,260.0,14830.0,1830.0,1050.0,170.0,3310.0,3790.0,1920.0,100.0,230.0,4560.0,830.0,900.0,500.0,490.0,330.0,300.0,1850.0,3100.0,1690.0,1970.0,290.0,880.0,200.0,360.0,909.0,250.0,2120.0,230.0,16800.0,1870.0,200.0,1800.0,500.0,1110.0,3240.0,340.0,500.0,140.0,1390.0,6460.0,590.0,240.0,2720.0,1860.0,260.0,1510.0,110.0,39.0,300.0,19.0
Prepare sales presentations or proposals to explain product specifications or applications.,prepare sales presentations or proposals to explain product specifications or applications,Develop content for sales presentations or other materials.,Develop marketing or promotional materials.,Thinking Creatively,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",sales representatives wholesale and manufacturing technical and scientific products,41-4011.00,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",41-4011,41-4011.00,"Sales Representatives, Wholesale and Manufacturing","Sales Representatives, Wholesale and Manufacturing",Sales and Related Occupations,2026-05-31,0.0113071264295034,4.7475507889037845,False,1.354690769230769,3.86,86.27,0.7047186486451104,0.7,E2,E2,104920.0,87140.0,77080.0,100620.0,71830.0,124220.0,135000.0,98000.0,107830.0,92940.0,107700.0,128850.0,126110.0,101390.0,107570.0,102910.0,103380.0,130850.0,97640.0,124200.0,101850.0,95040.0,118980.0,125650.0,103000.0,74990.0,94840.0,83610.0,84400.0,98500.0,97960.0,131360.0,87310.0,129410.0,125370.0,102720.0,108370.0,72480.0,113830.0,103790.0,117670.0,111190.0,104920.0,94450.0,99080.0,104920.0,95900.0,128270.0,127390.0,97230.0,78480.0,100850.0,104920.0,62160.0,104920.0,228895.0,4469.0,707.0,14242.0,2443.0,44348.0,6671.0,4790.0,1543.0,964.0,31891.0,9162.0,868.0,3022.0,11814.0,7024.0,4147.0,3922.0,6703.0,3761.0,937.0,10175.0,18726.0,14692.0,7973.0,1302.0,8134.0,1109.0,2733.0,3022.0,4276.0,9002.0,1575.0,16878.0,19273.0,820.0,15865.0,6381.0,4887.0,11557.0,852.0,6044.0,2781.0,13325.0,71369.0,6317.0,659.0,9741.0,16010.0,1222.0,5449.0,450.0,98.0,1736.0,47.0
"Prepare sample layouts for approval, using computer software.",prepare sample layouts for approval using computer software,"Format digital documents, data, or images.",Process digital or online data.,Working with Computers,Desktop Publishers,desktop publishers,43-9031.00,Desktop Publishers,43-9031,43-9031.00,Desktop Publishers,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0226142528590069,4.6284648724926925,False,3.929792692307692,4.36,88.05,0.5982402317175409,0.2,E2,E2,55290.0,55290.0,55290.0,52000.0,55290.0,71930.0,77750.0,55290.0,55290.0,55290.0,52720.0,39460.0,55290.0,55290.0,61350.0,49070.0,55290.0,55290.0,45760.0,47130.0,47100.0,69820.0,61170.0,45300.0,54930.0,55290.0,55290.0,55290.0,36280.0,55290.0,48300.0,63020.0,55290.0,56660.0,43700.0,55290.0,53380.0,46040.0,50650.0,55290.0,55290.0,62320.0,55290.0,44440.0,57760.0,55290.0,53550.0,55290.0,55290.0,55290.0,46010.0,55290.0,55290.0,55290.0,55290.0,3350.0,45.0,90.0,30.0,28.0,320.0,62.0,36.0,10.0,15.0,150.0,230.0,13.0,18.0,150.0,130.0,33.0,31.0,40.0,40.0,30.0,140.0,80.0,40.0,90.0,25.0,63.0,11.0,40.0,33.0,30.0,100.0,19.0,350.0,80.0,9.0,60.0,40.0,90.0,140.0,11.0,40.0,10.0,40.0,270.0,37.0,50.0,50.0,76.0,15.0,40.0,6.0,1.0,20.0,1.0
"Prepare students for performances, exams, or assessments.",prepare students for performances exams or assessments,Tutor students who need extra assistance.,Teach academic or vocational subjects.,Training and Teaching Others,"Art, Drama, and Music Teachers, Postsecondary",art drama and music teachers postsecondary,25-1121.00,"Art, Drama, and Music Teachers, Postsecondary",25-1121,25-1121.00,"Arts, Communications, History, and Humanities Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0113071264295034,3.146525521433812,False,1.4974846153846153,4.53,99.61,0.4731743124889853,0.4,E1,E2,78620.0,63540.0,78620.0,72060.0,60650.0,99410.0,70060.0,78600.0,103320.0,96900.0,63820.0,79870.0,78620.0,72300.0,62960.0,76050.0,77740.0,61260.0,64440.0,78710.0,79860.0,85590.0,85820.0,82990.0,77760.0,60580.0,75960.0,78420.0,75200.0,52870.0,79090.0,80100.0,76240.0,98850.0,73800.0,67190.0,78050.0,62200.0,76770.0,77280.0,97580.0,62420.0,63380.0,72030.0,77560.0,66220.0,97980.0,74870.0,77950.0,73280.0,77560.0,59190.0,78620.0,63500.0,78620.0,93560.0,900.0,195.0,1040.0,360.0,9820.0,1950.0,1430.0,150.0,350.0,2490.0,1910.0,375.0,250.0,4170.0,1920.0,910.0,640.0,900.0,720.0,340.0,1280.0,4960.0,2410.0,1310.0,540.0,1450.0,190.0,490.0,260.0,440.0,3300.0,380.0,14920.0,2880.0,130.0,3940.0,760.0,1440.0,4170.0,440.0,1290.0,200.0,1370.0,6730.0,790.0,180.0,2840.0,1400.0,340.0,1840.0,180.0,40.0,110.0,19.0
Prepare tables and graphs to present clinical data or results.,prepare tables and graphs to present clinical data or results,Prepare graphics or other visual representations of information.,Create visual designs or displays.,Thinking Creatively,Biostatisticians,biostatisticians,15-2041.01,Biostatisticians,15-2041,15-2041.01,Statisticians,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.767099999999999,False,0.3370938461538462,4.3,95.83,0.0491136863631657,0.2,E2,E2,105650.0,76400.0,105650.0,79640.0,105720.0,135960.0,109660.0,102860.0,109570.0,140670.0,108040.0,115150.0,76780.0,105650.0,119760.0,109300.0,80150.0,111780.0,112520.0,76400.0,85680.0,132620.0,96710.0,102710.0,105650.0,64670.0,66330.0,105650.0,83480.0,79750.0,96080.0,118280.0,84330.0,136020.0,115690.0,75890.0,98190.0,89540.0,93620.0,93830.0,102620.0,65450.0,105650.0,98230.0,102960.0,88610.0,82210.0,114920.0,105650.0,84660.0,107150.0,105650.0,105650.0,49730.0,105650.0,10844.0,149.0,60.0,329.0,426.0,1853.0,583.0,366.0,52.0,411.0,411.0,344.0,67.0,120.0,359.0,172.0,187.0,60.0,60.0,52.0,60.0,2040.0,1853.0,426.0,583.0,60.0,508.0,35.0,105.0,37.0,52.0,657.0,172.0,911.0,897.0,30.0,433.0,37.0,448.0,1218.0,30.0,179.0,31.0,396.0,1038.0,224.0,21.0,538.0,2211.0,67.0,187.0,19.0,4.0,172.0,2.0
"Prepare tables, graphs, fact sheets, and written reports summarizing research results.",prepare tables graphs fact sheets and written reports summarizing research results,Prepare scientific or technical reports or presentations.,Present research or technical information.,Documenting/Recording Information,Social Science Research Assistants,social science research assistants,19-4061.00,Social Science Research Assistants,19-4061,19-4061.00,Social Science Research Assistants,"Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.96,False,0.8680173076923077,4.24,79.49,0.5407275303808187,0.8999999999999999,E1,E2,61990.0,53080.0,62230.0,61680.0,61990.0,60250.0,50430.0,60110.0,68230.0,65330.0,50700.0,66620.0,61990.0,62570.0,64890.0,57020.0,40940.0,67740.0,66390.0,52600.0,50650.0,65550.0,63480.0,60210.0,44920.0,61990.0,65940.0,49860.0,56190.0,26560.0,65690.0,62760.0,50640.0,61210.0,63710.0,61990.0,50330.0,69090.0,56770.0,54610.0,51420.0,64490.0,44820.0,46410.0,58070.0,61990.0,47510.0,53260.0,50420.0,51140.0,48090.0,61990.0,61990.0,61990.0,61990.0,30640.0,414.0,40.0,1020.0,255.0,5300.0,100.0,50.0,40.0,1560.0,1130.0,1840.0,123.0,168.0,250.0,210.0,140.0,170.0,1190.0,340.0,120.0,700.0,712.0,750.0,300.0,228.0,750.0,30.0,230.0,304.0,70.0,370.0,50.0,3040.0,2930.0,84.0,240.0,100.0,220.0,860.0,220.0,500.0,40.0,140.0,1180.0,500.0,40.0,700.0,450.0,550.0,110.0,55.0,13.0,184.0,6.0
"Prepare technical reports and recommendations, based upon research outcomes.",prepare technical reports and recommendations based upon research outcomes,Prepare scientific or technical reports or presentations.,Present research or technical information.,Documenting/Recording Information,Microbiologists,microbiologists,19-1022.00,Microbiologists,19-1022,19-1022.00,Biological Scientists,Life Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.925999999999999,False,0.5523076923076923,4.05,90.91,0.2064918001300804,0.5,E1,E1,87990.0,65690.0,76320.0,69880.0,59750.0,108530.0,81640.0,86360.0,82770.0,87990.0,80930.0,103070.0,70970.0,65940.0,92050.0,77900.0,79830.0,70500.0,66500.0,87990.0,87990.0,108470.0,122350.0,78680.0,83400.0,61690.0,78590.0,87750.0,72470.0,64490.0,79430.0,96020.0,87990.0,81090.0,85860.0,87990.0,72500.0,87990.0,89220.0,84650.0,87990.0,64740.0,70530.0,77630.0,66450.0,72600.0,87990.0,77820.0,77690.0,68550.0,67100.0,87990.0,87990.0,63680.0,87990.0,18940.0,110.0,30.0,80.0,140.0,2600.0,370.0,180.0,190.0,85.0,270.0,880.0,60.0,70.0,1470.0,150.0,180.0,120.0,80.0,234.0,30.0,1590.0,1960.0,370.0,290.0,141.0,140.0,80.0,90.0,110.0,170.0,790.0,105.0,1050.0,1050.0,52.0,530.0,207.0,170.0,670.0,61.0,100.0,80.0,210.0,920.0,120.0,37.0,280.0,340.0,40.0,420.0,34.0,8.0,190.0,4.0
"Prepare technical reports for use by engineering, management, or sales personnel.",prepare technical reports for use by engineering management or sales personnel,Prepare technical reports for internal use.,Present research or technical information.,Documenting/Recording Information,Marine Engineers and Naval Architects,marine engineers and naval architects,17-2121.00,Marine Engineers and Naval Architects,17-2121,17-2121.00,Marine Engineers and Naval Architects,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0113071264295034,4.928233993366168,False,0.3785519230769231,3.72,94.74,0.3525120930433192,1.407205977071185,E1,E1,112230.0,112230.0,112230.0,112230.0,112230.0,110700.0,112230.0,112230.0,112230.0,172330.0,130640.0,97770.0,108200.0,112230.0,112230.0,112230.0,112230.0,112230.0,112230.0,112230.0,100430.0,130150.0,114640.0,76210.0,112230.0,97060.0,112230.0,112230.0,112230.0,112230.0,112230.0,112230.0,112230.0,112230.0,112230.0,112230.0,112230.0,112230.0,112230.0,112230.0,112230.0,136990.0,112230.0,112230.0,152780.0,112230.0,112230.0,112230.0,109550.0,112230.0,78850.0,112230.0,112230.0,112230.0,112230.0,8250.0,111.0,17.0,171.0,69.0,250.0,151.0,89.0,26.0,490.0,370.0,40.0,120.0,45.0,321.0,169.0,82.0,76.0,105.0,430.0,260.0,300.0,192.0,232.0,155.0,70.0,155.0,27.0,54.0,82.0,36.0,226.0,46.0,250.0,260.0,23.0,293.0,90.0,104.0,320.0,26.0,40.0,24.0,173.0,330.0,91.0,16.0,217.0,370.0,37.0,80.0,15.0,4.0,49.0,2.0
"Prepare technical reports of findings or recommendations, based on synthesized analyses of test results.",prepare technical reports of findings or recommendations based on synthesized analyses of test results,Analyze test or validation data.,Analyze performance of systems or equipment.,Analyzing Data or Information,Nuclear Engineers,nuclear engineers,17-2161.00,Nuclear Engineers,17-2161,17-2161.00,Nuclear Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0452285057180138,4.871684083601287,False,0.2625846153846153,4.05,100.0,0.1533845332896059,0.9948629980940318,E2,E1,133970.0,132570.0,133970.0,133970.0,133970.0,172400.0,133970.0,133970.0,133970.0,195190.0,135400.0,132440.0,133970.0,133970.0,134510.0,133970.0,133970.0,133970.0,133970.0,133970.0,123780.0,157960.0,145760.0,129940.0,133970.0,133970.0,133970.0,133970.0,133970.0,133970.0,133970.0,133970.0,164300.0,141200.0,131850.0,133970.0,133970.0,133970.0,133970.0,133250.0,133970.0,126570.0,133970.0,133970.0,128340.0,133970.0,133970.0,128890.0,129480.0,133970.0,133970.0,133970.0,133970.0,133970.0,133970.0,15280.0,290.0,32.0,316.0,127.0,1070.0,281.0,166.0,47.0,230.0,120.0,200.0,61.0,84.0,1040.0,312.0,152.0,140.0,195.0,189.0,420.0,180.0,210.0,330.0,288.0,114.0,287.0,50.0,100.0,151.0,67.0,418.0,500.0,150.0,460.0,42.0,190.0,167.0,192.0,340.0,49.0,1440.0,45.0,720.0,190.0,169.0,30.0,401.0,1380.0,68.0,287.0,27.0,7.0,92.0,3.0
"Prepare technical reports of findings or recommendations, based on synthesized analyses of test results.",prepare technical reports of findings or recommendations based on synthesized analyses of test results,Document design or operational test results.,"Document technical designs, procedures, or activities.",Documenting/Recording Information,Nuclear Engineers,nuclear engineers,17-2161.00,Nuclear Engineers,17-2161,17-2161.00,Nuclear Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0452285057180138,4.871684083601287,False,0.2625846153846153,4.05,100.0,0.1533845332896059,0.9948629980940318,E2,E1,133970.0,132570.0,133970.0,133970.0,133970.0,172400.0,133970.0,133970.0,133970.0,195190.0,135400.0,132440.0,133970.0,133970.0,134510.0,133970.0,133970.0,133970.0,133970.0,133970.0,123780.0,157960.0,145760.0,129940.0,133970.0,133970.0,133970.0,133970.0,133970.0,133970.0,133970.0,133970.0,164300.0,141200.0,131850.0,133970.0,133970.0,133970.0,133970.0,133250.0,133970.0,126570.0,133970.0,133970.0,128340.0,133970.0,133970.0,128890.0,129480.0,133970.0,133970.0,133970.0,133970.0,133970.0,133970.0,15280.0,290.0,32.0,316.0,127.0,1070.0,281.0,166.0,47.0,230.0,120.0,200.0,61.0,84.0,1040.0,312.0,152.0,140.0,195.0,189.0,420.0,180.0,210.0,330.0,288.0,114.0,287.0,50.0,100.0,151.0,67.0,418.0,500.0,150.0,460.0,42.0,190.0,167.0,192.0,340.0,49.0,1440.0,45.0,720.0,190.0,169.0,30.0,401.0,1380.0,68.0,287.0,27.0,7.0,92.0,3.0
Prepare two-dimensional concept layouts or three-dimensional mock-ups.,prepare twodimensional concept layouts or threedimensional mockups,Prepare graphics or other visual representations of information.,Create visual designs or displays.,Thinking Creatively,Video Game Designers,video game designers,15-1199.11,Video Game Designers,15-1255,15-1255.01,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0339213792885103,4.83363453815261,False,0.2676511538461538,3.78,95.0,0.0792613531461532,0.4,E2,E2,104000.0,51860.0,71300.0,98070.0,104000.0,136110.0,95880.0,94660.0,93880.0,107650.0,77730.0,103810.0,104000.0,64250.0,85710.0,63430.0,69060.0,70620.0,77000.0,68790.0,104000.0,96760.0,113540.0,81010.0,82650.0,48550.0,70970.0,77030.0,65520.0,80120.0,111150.0,95310.0,53300.0,120990.0,97990.0,64260.0,83360.0,76440.0,102220.0,104160.0,105990.0,80930.0,104000.0,63510.0,102650.0,99990.0,104000.0,77140.0,130480.0,71880.0,95340.0,67020.0,31200.0,48700.0,104000.0,56665.0,130.0,30.0,810.0,472.0,27090.0,3250.0,1060.0,130.0,480.0,4620.0,2800.0,50.0,340.0,2050.0,1160.0,670.0,200.0,590.0,170.0,380.0,1310.0,2740.0,1750.0,1520.0,230.0,1210.0,100.0,720.0,1180.0,430.0,2170.0,200.0,16560.0,3400.0,40.0,2520.0,340.0,1230.0,2820.0,240.0,800.0,166.0,3610.0,5910.0,1060.0,110.0,1990.0,11580.0,200.0,880.0,110.0,30.0,230.0,12.0
Prepare written documents to establish contracts with or communicate financial recommendations to clients.,prepare written documents to establish contracts with or communicate financial recommendations to clients,Prepare contracts or other transaction documents.,"Prepare documentation for contracts, applications, or permits.",Documenting/Recording Information,Credit Counselors,credit counselors,13-2071.00,Credit Counselors,13-2071,13-2071.00,Credit Counselors and Loan Officers,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.351614868982328,False,3.4489046153846155,4.48,95.83,0.2752395164314138,0.1,E1,E1,52230.0,48120.0,52230.0,51480.0,45060.0,67120.0,57130.0,54710.0,52840.0,63580.0,46300.0,64080.0,52230.0,51130.0,51930.0,48180.0,48130.0,52230.0,48150.0,47250.0,55490.0,60450.0,63240.0,52160.0,62160.0,45990.0,30580.0,52230.0,62510.0,55480.0,58830.0,57180.0,50390.0,63030.0,46180.0,52220.0,51160.0,46950.0,59150.0,58330.0,58480.0,53190.0,48890.0,38730.0,48220.0,51330.0,52230.0,51550.0,62360.0,45860.0,52140.0,42580.0,52230.0,50010.0,52230.0,27770.0,375.0,58.0,980.0,50.0,2160.0,360.0,100.0,40.0,110.0,2410.0,460.0,111.0,90.0,1170.0,740.0,440.0,255.0,220.0,130.0,170.0,350.0,770.0,1260.0,580.0,210.0,521.0,91.0,260.0,170.0,170.0,530.0,200.0,2020.0,320.0,30.0,890.0,230.0,280.0,1110.0,130.0,250.0,81.0,950.0,3950.0,190.0,54.0,760.0,560.0,150.0,770.0,40.0,12.0,167.0,6.0
Prepare written reports of investigation findings.,prepare written reports of investigation findings,Prepare legal or investigatory documentation.,Prepare legal or regulatory documents.,Documenting/Recording Information,"Fraud Examiners, Investigators and Analysts",fraud examiners investigators and analysts,13-2099.04,"Fraud Examiners, Investigators and Analysts",13-2099,13-2099.04,Miscellaneous Financial Specialists,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.413941394139414,False,0.3782892307692307,4.71,96.0,0.288258153402587,1.1,E1,E1,81100.0,87110.0,77070.0,81180.0,60600.0,80810.0,87430.0,81100.0,80610.0,125110.0,61660.0,77540.0,77190.0,79440.0,81180.0,92410.0,79390.0,51160.0,65690.0,59860.0,109060.0,101400.0,99970.0,75040.0,83280.0,73920.0,75800.0,76350.0,66290.0,61930.0,83590.0,98630.0,80610.0,107490.0,80900.0,78260.0,90060.0,76980.0,83080.0,78610.0,78990.0,76400.0,86260.0,69240.0,71650.0,76530.0,75270.0,92930.0,80930.0,86200.0,64420.0,75810.0,81100.0,39270.0,81100.0,35460.0,284.0,70.0,488.0,199.0,7670.0,4030.0,384.0,714.0,1320.0,3736.0,2185.0,451.0,113.0,3140.0,1036.0,655.0,612.0,370.0,1605.0,671.0,2034.0,824.0,1406.0,440.0,215.0,1455.0,145.0,258.0,655.0,225.0,2957.0,386.0,5233.0,2249.0,81.0,2238.0,920.0,900.0,4030.0,274.0,499.0,48.0,1299.0,7273.0,1675.0,230.0,2721.0,1562.0,920.0,870.0,54.0,15.0,360.0,8.0
"Present and explain proposals, reports, or findings to clients.",present and explain proposals reports or findings to clients,Communicate organizational information to customers or other stakeholders.,"Explain regulations, policies, or procedures.",Interpreting the Meaning of Information for Others,Architectural and Engineering Managers,architectural and engineering managers,11-9041.00,Architectural and Engineering Managers,11-9041,11-9041.00,Architectural and Engineering Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0339213792885103,4.906127770534551,False,0.3481565384615385,3.46,93.06,0.0435542056470843,0.2,E2,E2,171270.0,162350.0,164260.0,167480.0,140600.0,210280.0,183810.0,175490.0,181190.0,185220.0,170740.0,161470.0,151670.0,162970.0,163610.0,155810.0,147320.0,160150.0,147680.0,162850.0,145720.0,172670.0,201430.0,166930.0,172130.0,142790.0,157800.0,146030.0,141020.0,161560.0,172240.0,180640.0,215120.0,175710.0,167840.0,147400.0,166870.0,157330.0,177190.0,164690.0,175910.0,169040.0,164330.0,161430.0,171370.0,161120.0,157710.0,176160.0,189680.0,149430.0,142060.0,163560.0,100740.0,130560.0,171270.0,220260.0,3790.0,900.0,4680.0,1220.0,29630.0,4900.0,4970.0,560.0,1290.0,8710.0,3590.0,1220.0,850.0,8900.0,4610.0,1520.0,2010.0,1800.0,1840.0,820.0,5240.0,7690.0,14820.0,4580.0,860.0,2250.0,560.0,1510.0,780.0,2160.0,4540.0,2270.0,8250.0,6960.0,270.0,9690.0,2070.0,2768.0,9640.0,370.0,3200.0,310.0,3600.0,19030.0,2290.0,350.0,4390.0,6060.0,420.0,4550.0,395.0,60.0,770.0,45.0
"Present and make recommendations regarding course design, technology, and instruction delivery options.",present and make recommendations regarding course design technology and instruction delivery options,"Advise educators on curricula, instructional methods, or policies.",Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,Instructional Coordinators,instructional coordinators,25-9031.00,Instructional Coordinators,25-9031,25-9031.00,Instructional Coordinators,Other Educational Instruction and Library Occupations,Educational Instruction and Library Occupations,2026-05-31,0.0030529241359659,3.7196444058976574,False,0.4572324556213017,3.8461538461538463,80.13153846153847,0.2333333333333333,1.9903218272022067,E1,E2,77440.0,69000.0,72320.0,62620.0,67100.0,97010.0,82160.0,96170.0,79290.0,105990.0,60790.0,81060.0,96080.0,63030.0,76050.0,66300.0,74970.0,64750.0,63640.0,63120.0,76700.0,102220.0,95320.0,79290.0,80550.0,61830.0,72080.0,60920.0,79150.0,67410.0,81210.0,96090.0,80870.0,80560.0,63340.0,75340.0,77760.0,63980.0,84620.0,75580.0,63110.0,65460.0,57910.0,74390.0,78710.0,65780.0,78360.0,83230.0,97250.0,69600.0,83000.0,76140.0,61750.0,35250.0,75040.0,227760.0,2040.0,550.0,6560.0,1300.0,20950.0,3400.0,1780.0,980.0,1220.0,18030.0,7830.000000000001,1130.0,1490.0,10330.0,2640.0,2760.0,1950.0,3380.0,2140.0,480.0,4350.0,6170.0,5680.0,3130.0,1840.0,3110.0,740.0,1370.0,1130.0,510.0,3770.0,510.0,18730.0,8260.0,650.0,3510.0,2540.0,2940.0,7540.0,1240.0,4370.0,500.0,4120.0,31970.0,3680.0,730.0,5830.0,4720.0,730.0,2130.0,290.0,110.0,1010.0,40.0
Present bills and accept payments.,present bills and accept payments,Process customer bills or payments.,Execute financial transactions.,Performing Administrative Activities,First-Line Supervisors of Food Preparation and Serving Workers,firstline supervisors of food preparation and serving workers,35-1012.00,First-Line Supervisors of Food Preparation and Serving Workers,35-1012,35-1012.00,Supervisors of Food Preparation and Serving Workers,Supervisors of Food Preparation and Serving Workers,Food Preparation and Serving Related Occupations,2026-05-31,0.0030529241359659,4.914586498806164,True,3.127307692307692,4.13,85.17,0.2310424819012567,0.1,E0,E2,44080.0,37110.0,46570.0,40550.0,33800.0,46980.0,50550.0,52940.0,48120.0,57170.0,44470.0,38600.0,48880.0,38190.0,39470.0,44880.0,38760.0,38220.0,35810.0,35800.0,47990.0,42450.0,46600.0,37940.0,45270.0,36530.0,37400.0,44010.0,39230.0,44030.0,49710.0,48420.0,39310.0,47190.0,45010.0,44720.0,37340.0,35420.0,46950.0,43050.0,48400.0,38520.0,40640.0,40500.0,36480.0,38750.0,49820.0,45550.0,59400.0,33070.0,39670.0,36820.0,27310.0,28420.0,39260.0,1223240.0,19180.0,2390.0,21450.0,11200.0,130190.0,25510.0,10770.0,4030.0,2830.0,91500.0,48420.0,7330.0,7440.0,41030.0,23500.0,11400.0,10520.0,18010.0,16680.0,3740.0,20150.0,23220.0,32890.0,20760.0,10480.0,21650.0,4650.0,7840.0,14230.0,3840.0,27750.0,6540.0,65580.0,39750.0,2780.0,51990.0,18900.0,16880.0,35560.0,3320.0,20120.0,2920.0,29100.0,137930.0,13670.0,1970.0,30640.0,20700.0,6390.0,21240.0,2680.0,640.0,6960.0,340.0
Present clear and concise explanations of governing rules and regulations.,present clear and concise explanations of governing rules and regulations,"Explain regulations, policies, or procedures.","Explain regulations, policies, or procedures.",Interpreting the Meaning of Information for Others,Correspondence Clerks,correspondence clerks,43-4021.00,Correspondence Clerks,43-4021,43-4021.00,Correspondence Clerks,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0791498850065242,4.334882780921584,False,0.8754365384615383,3.71,64.15,0.0600068367890022,0.1,E1,E1,46800.0,46800.0,46800.0,39900.0,46800.0,53640.0,45510.0,61310.0,46800.0,46800.0,46800.0,46800.0,46800.0,51010.0,46280.0,49710.0,46800.0,46800.0,46800.0,36790.0,49180.0,46800.0,46800.0,40780.0,46800.0,46800.0,43400.0,46800.0,49800.0,47820.0,49730.0,48510.0,46800.0,49360.0,42340.0,46800.0,49700.0,46800.0,61160.0,40270.0,46800.0,41710.0,46800.0,42390.0,48860.0,47450.0,46800.0,48310.0,46800.0,46800.0,47400.0,46800.0,46800.0,46800.0,46800.0,4290.0,58.0,9.0,110.0,36.0,240.0,50.0,70.0,13.0,19.0,350.0,150.0,17.0,40.0,50.0,70.0,43.0,39.0,55.0,60.0,40.0,76.0,100.0,40.0,81.0,32.0,70.0,14.0,60.0,130.0,120.0,40.0,24.0,540.0,50.0,12.0,40.0,47.0,110.0,140.0,14.0,130.0,13.0,100.0,830.0,140.0,8.0,113.0,97.0,19.0,81.0,8.0,2.0,26.0,1.0
"Present information in audio-visual or interactive formats, using computers, televisions, audio-visual aids, or other equipment, materials, or technologies.",present information in audiovisual or interactive formats using computers televisions audiovisual aids or other equipment materials or technologies,Create technology-based learning materials.,Prepare informational or instructional materials.,Documenting/Recording Information,"Special Education Teachers, Kindergarten and Elementary School",special education teachers kindergarten and elementary school,25-2052.00,"Special Education Teachers, Kindergarten",25-2055,25-2055.00,Special Education Teachers,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",Educational Instruction and Library Occupations,2026-05-31,0.0030529241359659,4.840000000000001,True,1.844149437923188,4.207521645021645,89.91631673881673,0.2333333333333333,0.1512271127620073,E2,E2,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,67170.0,97238.33333333331,1313.0,202.0,2012.0,810.0,11314.0,1785.0,1054.0,301.0,436.0,6168.0,3037.0,390.0,533.0,3788.0,1989.0,969.0,893.0,1243.0,1202.0,398.0,1716.0,2260.0,2736.0,1832.0,722.0,1824.0,318.0,636.0,964.0,424.0,2662.0,541.0,6018.0,3070.0,267.0,3448.0,1061.0,1222.0,3767.0,311.0,1432.0,284.0,2037.0,8741.0,1078.0,189.0,2553.0,2206.0,436.0,1827.0,174.0,41.0,583.0,20.0
Present information to customers about the energy efficiency or environmental impact of scientific or technical products.,present information to customers about the energy efficiency or environmental impact of scientific or technical products,Explain technical product or service information to customers.,Explain technical details of products or services.,Interpreting the Meaning of Information for Others,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",sales representatives wholesale and manufacturing technical and scientific products,41-4011.00,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",41-4011,41-4011.00,"Sales Representatives, Wholesale and Manufacturing","Sales Representatives, Wholesale and Manufacturing",Sales and Related Occupations,2026-05-31,0.0030529241359659,4.5104,False,0.1969976923076923,2.94,47.12,0.0107144750645193,0.1,E1,E2,104920.0,87140.0,77080.0,100620.0,71830.0,124220.0,135000.0,98000.0,107830.0,92940.0,107700.0,128850.0,126110.0,101390.0,107570.0,102910.0,103380.0,130850.0,97640.0,124200.0,101850.0,95040.0,118980.0,125650.0,103000.0,74990.0,94840.0,83610.0,84400.0,98500.0,97960.0,131360.0,87310.0,129410.0,125370.0,102720.0,108370.0,72480.0,113830.0,103790.0,117670.0,111190.0,104920.0,94450.0,99080.0,104920.0,95900.0,128270.0,127390.0,97230.0,78480.0,100850.0,104920.0,62160.0,104920.0,228895.0,4469.0,707.0,14242.0,2443.0,44348.0,6671.0,4790.0,1543.0,964.0,31891.0,9162.0,868.0,3022.0,11814.0,7024.0,4147.0,3922.0,6703.0,3761.0,937.0,10175.0,18726.0,14692.0,7973.0,1302.0,8134.0,1109.0,2733.0,3022.0,4276.0,9002.0,1575.0,16878.0,19273.0,820.0,15865.0,6381.0,4887.0,11557.0,852.0,6044.0,2781.0,13325.0,71369.0,6317.0,659.0,9741.0,16010.0,1222.0,5449.0,450.0,98.0,1736.0,47.0
Present information to customers about the energy efficiency or environmental impact of scientific or technical products.,present information to customers about the energy efficiency or environmental impact of scientific or technical products,Deliver promotional presentations to current or prospective customers.,"Promote products, services, or programs.",Selling or Influencing Others,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",sales representatives wholesale and manufacturing technical and scientific products,41-4011.00,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",41-4011,41-4011.00,"Sales Representatives, Wholesale and Manufacturing","Sales Representatives, Wholesale and Manufacturing",Sales and Related Occupations,2026-05-31,0.0030529241359659,4.5104,False,0.1969976923076923,2.94,47.12,0.0107144750645193,0.1,E1,E2,104920.0,87140.0,77080.0,100620.0,71830.0,124220.0,135000.0,98000.0,107830.0,92940.0,107700.0,128850.0,126110.0,101390.0,107570.0,102910.0,103380.0,130850.0,97640.0,124200.0,101850.0,95040.0,118980.0,125650.0,103000.0,74990.0,94840.0,83610.0,84400.0,98500.0,97960.0,131360.0,87310.0,129410.0,125370.0,102720.0,108370.0,72480.0,113830.0,103790.0,117670.0,111190.0,104920.0,94450.0,99080.0,104920.0,95900.0,128270.0,127390.0,97230.0,78480.0,100850.0,104920.0,62160.0,104920.0,228895.0,4469.0,707.0,14242.0,2443.0,44348.0,6671.0,4790.0,1543.0,964.0,31891.0,9162.0,868.0,3022.0,11814.0,7024.0,4147.0,3922.0,6703.0,3761.0,937.0,10175.0,18726.0,14692.0,7973.0,1302.0,8134.0,1109.0,2733.0,3022.0,4276.0,9002.0,1575.0,16878.0,19273.0,820.0,15865.0,6381.0,4887.0,11557.0,852.0,6044.0,2781.0,13325.0,71369.0,6317.0,659.0,9741.0,16010.0,1222.0,5449.0,450.0,98.0,1736.0,47.0
"Present investment information, such as product risks, fees, or fund performance statistics.",present investment information such as product risks fees or fund performance statistics,Advise others on business or operational matters.,Advise others on business or operational matters.,Providing Consultation and Advice to Others,Investment Fund Managers,investment fund managers,11-9199.03,Investment Fund Managers,11-3031,11-3031.03,Financial Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.523952395239524,False,1.0831453846153845,4.23,92.21,0.0780781735592733,0.1,E2,E2,166570.0,140500.0,127030.0,139830.0,116570.0,180770.0,182690.0,174830.0,181580.0,188880.0,153280.0,166790.0,134210.0,127210.0,165880.0,135840.0,133320.0,159380.0,130650.0,126800.0,133610.0,158750.0,206760.0,139370.0,163410.0,111390.0,143460.0,131060.0,140360.0,132490.0,144730.0,199110.0,133700.0,219880.0,166780.0,135890.0,140870.0,132460.0,156460.0,145610.0,166940.0,136160.0,159700.0,141010.0,164860.0,150450.0,128690.0,185220.0,174840.0,113140.0,139720.0,124910.0,80390.0,90660.0,94990.0,527667.0,7200.000000000001,3799.0,28022.0,13391.0,175488.0,20011.0,37689.0,5285.0,16795.0,91985.0,40228.0,7128.0,5868.0,99150.0,23622.0,17171.0,9761.0,12469.0,13297.0,5868.0,37181.0,49180.0,42297.0,31370.0,6526.0,25070.0,2840.0,10588.0,15215.0,8143.0,32510.000000000004,4758.0,151979.0,42240.0,4025.0,51456.0,12544.0,14312.0,60521.0,4833.0,16964.0,1881.0,33157.0,135166.0,16663.0,3366.0,39213.0,24317.0,4909.0,29207.0,1373.0,715.0,7147.0,320.0
Present live or recorded commentary via broadcast media.,present live or recorded commentary via broadcast media,"Inform viewers, listeners, or audiences.",Provide information or assistance to the public.,Communicating with People Outside the Organization,Broadcast News Analysts,broadcast news analysts,27-3021.00,"News Analysts, Reporters, and Journalists",27-3023,27-3023.00,"News Analysts, Reporters and Journalists",Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.8674392599369725,False,1.89375,3.67,72.73,0.1235116369675993,0.1,E1,E2,62200.0,43440.0,43820.0,43100.0,37450.0,62200.0,60770.0,61620.0,55600.0,105390.0,58730.0,81910.0,56730.0,51190.0,60590.0,47610.0,43540.0,45870.0,47530.0,50750.0,50090.0,63680.0,62200.0,62760.0,46490.0,45240.0,46920.0,47960.0,40420.0,78550.0,48450.0,59830.0,54610.0,100770.0,58670.0,43420.0,47880.0,48210.0,49200.0,62200.0,74570.0,47940.0,43520.0,62390.0,48470.0,61880.0,46970.0,62140.0,54760.0,35280.0,57530.0,36040.0,62200.0,44870.0,62200.0,39250.0,530.0,90.0,450.0,260.0,4140.0,590.0,470.0,70.0,1720.0,2490.0,1520.0,120.0,220.0,1060.0,530.0,590.0,400.0,370.0,410.0,250.00000000000003,580.0,810.0,960.0,510.0,310.0,480.0,290.0,350.0,370.0,90.0,500.00000000000006,170.0,5750.0,930.0,160.0,1340.0,400.0,410.0,1160.0,150.0,480.0,190.0,600.0,2670.0,240.0,90.0,1110.0,880.0,190.0,740.0,80.0,17.0,220.0,8.0
Price securities or commodities based on market conditions.,price securities or commodities based on market conditions,Estimate costs or terms of sales.,Determine values or prices of goods or services.,Making Decisions and Solving Problems,"Securities, Commodities, and Financial Services Sales Agents",securities commodities and financial services sales agents,41-3031.00,"Securities, Commodities, and Financial Services Sales Agents",41-3031,41-3031.00,"Securities, Commodities, and Financial Services Sales Agents","Sales Representatives, Services",Sales and Related Occupations,2026-05-31,0.0030529241359659,4.9244,False,2.709565369822485,4.191923076923077,81.99923076923076,0.2333333333333333,0.1662011097932654,E2,E2,78660.0,49230.0,76360.0,74840.0,54660.0,79730.0,67010.0,98560.0,83750.0,72010.0,62770.0,59990.0,57590.0,64620.0,99840.0,68290.0,64290.0,75810.0,59110.0,48040.0,59970.0,61660.0,100310.0,73480.0,83350.0,46680.0,78500.0,78660.0,82560.0,61490.0,78930.0,82420.0,60850.0,168340.0,74040.0,63670.0,73300.0,76080.0,76710.0,71840.0,78660.0,55390.0,86780.0,58050.0,78470.0,64660.0,88280.0,62910.0,75510.0,50050.0,74010.0,78660.0,78660.0,36930.0,35160.0,489570.0,4710.0,260.0,14600.0,2330.0,55860.0,12360.0,5730.0,2300.0,1500.0,42600.0,14950.0,420.0,1690.0,27920.0,6460.0,2300.0,2310.0,5340.0,4130.0,690.0,8420.0,14510.0,7160.0,8820.0,1950.0,8770.0,430.0,2150.0,3140.0,1530.0,15230.0,1690.0,55630.0,21890.0,740.0,13520.0,2310.0,2900.0,15510.0,1780.0,7230.0,730.0,11370.0,41640.0,4520.0,240.0,11320.0,8770.0,930.0,5980.0,280.0,208.0,970.0,80.0
"Process and prepare documents, such as business or government forms and expense reports.",process and prepare documents such as business or government forms and expense reports,"Prepare documentation for contracts, transactions, or regulatory compliance.","Prepare documentation for contracts, applications, or permits.",Documenting/Recording Information,"Office Clerks, General",office clerks general,43-9061.00,"Office Clerks, General",43-9061,43-9061.00,"Office Clerks, General",Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.853000000000001,False,0.8102426923076923,3.82,49.83,0.1809026264326355,0.4,E1,E1,45010.0,31200.0,51890.0,46420.0,37050.0,48460.0,53550.0,48280.0,42740.0,55040.0,44450.0,40590.0,42340.0,44830.0,45730.0,44520.0,44310.0,32370.0,37870.0,32480.0,45300.0,47270.0,49940.0,44820.0,47840.0,34900.0,42370.0,46480.0,37820.0,45460.0,49020.0,48570.0,37130.0,45890.0,41770.0,50160.0,43680.0,37240.0,49910.0,44950.0,47830.0,36840.0,38560.0,38860.0,39000.0,44060.0,48310.0,46410.0,50500.0,35020.0,44980.0,42840.0,26470.0,23860.0,37330.0,2464940.0,13130.0,3440.0,52710.0,29940.0,311490.0,31770.0,23190.0,7230.0,5670.0,189700.0,75390.0,12930.0,20790.0,95980.0,58480.0,23120.0,2130.0,29750.0,31790.0,11260.0,27290.0,47940.0,88030.0,55530.0,17600.0,56050.0,10390.0,10000.0,20430.0,12740.0,65130.0,11880.0,134280.0,67930.0,8440.0,89310.0,31870.0,27980.0,107500.0,7700.0,42250.0,1720.0,49880.0,218470.0,36470.0,5100.0,66550.0,49050.0,9430.0,51440.0,6670.0,760.0,20190.0,560.0
"Process and prepare memos, correspondence, travel vouchers, or other documents.",process and prepare memos correspondence travel vouchers or other documents,Prepare business correspondence.,Perform administrative or clerical activities.,Performing Administrative Activities,Receptionists and Information Clerks,receptionists and information clerks,43-4171.00,Receptionists and Information Clerks,43-4171,43-4171.00,Receptionists and Information Clerks,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.88680412371134,False,2.128413076923077,3.43,65.35,0.7007244154420127,0.5,E1,E1,38010.0,32590.0,44720.0,38730.0,34840.0,44100.0,42010.0,40630.0,36310.0,49060.0,36810.0,36100.0,41600.0,36810.0,37400.0,36160.0,37330.0,36050.0,32940.0,32750.0,42440.0,38100.0,43870.0,37470.0,37510.0,31160.0,35740.0,37360.0,37860.0,37050.0,38160.0,41650.0,35140.0,43080.0,35440.0,39530.0,35920.0,34560.0,40900.0,36810.0,42620.0,35510.0,38280.0,34910.0,35210.0,36960.0,38370.0,37060.0,44710.0,31920.0,41150.0,37480.0,23290.0,22890.0,34630.0,910180.0,10460.0,1530.0,23220.0,10870.0,82470.0,11020.0,14980.0,2880.0,2000.0,63280.0,26080.0,3510.0,5340.0,40370.0,17360.0,4660.0,7290.0,9290.0,12820.0,3440.0,18390.0,18970.0,25230.0,11800.0,6920.0,18890.0,1280.0,6750.0,10650.0,5320.0,42060.0,5650.0,65010.0,20080.0,1930.0,30850.0,9380.0,13590.0,37830.0,4270.0,11280.0,5760.0,11460.0,78330.0,12020.0,1160.0,23360.0,26500.0,5470.0,25580.0,1540.0,210.0,4030.0,120.0
Process and review employment applications to evaluate qualifications or eligibility of applicants.,process and review employment applications to evaluate qualifications or eligibility of applicants,Administer personnel recruitment or hiring activities.,Perform recruiting or hiring activities.,Staffing Organizational Units,"Human Resources Assistants, Except Payroll and Timekeeping",human resources assistants except payroll and timekeeping,43-4161.00,"Human Resources Assistants, Except Payroll and Timekeeping",43-4161,43-4161.00,"Human Resources Assistants, Except Payroll and Timekeeping",Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.862068965517241,False,1.5190603846153845,3.98,55.59,0.4436988550162216,0.5,E2,E2,50610.0,42140.0,56510.0,47890.0,46190.0,57590.0,54880.0,54130.0,50850.0,59050.0,48330.0,46830.0,49260.0,51770.0,48310.0,47850.0,48490.0,49630.0,50400.0,47490.0,49710.0,56880.0,55840.0,48250.0,54520.0,44780.0,47960.0,50070.0,47130.0,47900.0,51400.0,54410.0,49650.0,52920.0,48190.0,53000.0,48310.0,44950.0,53550.0,48800.0,56370.0,45300.0,45150.0,45760.0,47540.0,45790.0,51810.0,51950.0,57390.0,42990.0,48690.0,49660.0,35990.0,29080.0,50610.0,90220.0,960.0,260.0,1490.0,720.0,11490.0,1660.0,910.0,290.0,610.0,3210.0,2510.0,450.0,280.0,4140.0,1870.0,920.0,660.0,1240.0,750.0,490.0,1480.0,1400.0,1890.0,3380.0,1010.0,1090.0,140.0,440.0,1390.0,470.0,4000.0,620.0,8800.0,2790.0,110.0,2770.0,600.0,1050.0,2700.0,150.0,1190.0,190.0,3930.0,5890.0,700.0,140.0,2160.0,2350.0,480.0,1890.0,90.0,100.0,1050.0,18.0
"Process clinical data, including receipt, entry, verification, or filing of information.",process clinical data including receipt entry verification or filing of information,Evaluate data quality.,Evaluate the quality or accuracy of data.,Processing Information,Clinical Data Managers,clinical data managers,15-2041.02,Clinical Data Managers,15-2051,15-2051.02,Data Scientists,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.981573352232459,False,1.735,4.37,100.0,1.096167866670313,0.7598670056728846,E2,E2,120230.0,103120.0,84110.0,107240.0,109390.0,141590.0,117400.0,126340.0,120230.0,126490.0,115820.0,104340.0,102130.0,89380.0,106560.0,91470.0,95830.0,98130.0,91760.0,78760.0,90880.0,136370.0,131750.0,100590.0,128800.0,69490.0,97090.0,100490.0,98230.0,98540.0,100620.0,135280.0,95850.0,130460.0,119090.0,81900.0,102630.0,86310.0,125990.0,106850.0,102440.0,91990.0,96150.0,100330.0,122090.0,108090.0,127070.0,126430.0,163350.0,85090.0,106680.0,120230.0,120230.0,80350.0,120230.0,117012.0,2327.0,308.0,6099.0,709.0,52581.0,8400.0,2354.0,1030.0,3585.0,13697.0,12386.0,401.0,1806.0,14071.0,4789.0,3076.0,655.0,2060.0,1739.0,1618.0,4468.0,12600.0,9845.0,5377.0,589.0,6327.0,294.0,2648.0,2247.0,1471.0,8601.0,749.0,32062.0,15289.0,281.0,8159.0,2541.0,2862.0,18472.0,1552.0,3750.000000000001,294.0,3732.0,34590.0,5832.0,200.00000000000003,11931.0,12841.0,522.0,5845.0,210.0,49.0,100.0,24.0
"Process clinical data, including receipt, entry, verification, or filing of information.",process clinical data including receipt entry verification or filing of information,Prepare data for analysis.,Process digital or online data.,Working with Computers,Clinical Data Managers,clinical data managers,15-2041.02,Clinical Data Managers,15-2051,15-2051.02,Data Scientists,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.981573352232459,False,1.735,4.37,100.0,1.096167866670313,0.7598670056728846,E2,E2,120230.0,103120.0,84110.0,107240.0,109390.0,141590.0,117400.0,126340.0,120230.0,126490.0,115820.0,104340.0,102130.0,89380.0,106560.0,91470.0,95830.0,98130.0,91760.0,78760.0,90880.0,136370.0,131750.0,100590.0,128800.0,69490.0,97090.0,100490.0,98230.0,98540.0,100620.0,135280.0,95850.0,130460.0,119090.0,81900.0,102630.0,86310.0,125990.0,106850.0,102440.0,91990.0,96150.0,100330.0,122090.0,108090.0,127070.0,126430.0,163350.0,85090.0,106680.0,120230.0,120230.0,80350.0,120230.0,117012.0,2327.0,308.0,6099.0,709.0,52581.0,8400.0,2354.0,1030.0,3585.0,13697.0,12386.0,401.0,1806.0,14071.0,4789.0,3076.0,655.0,2060.0,1739.0,1618.0,4468.0,12600.0,9845.0,5377.0,589.0,6327.0,294.0,2648.0,2247.0,1471.0,8601.0,749.0,32062.0,15289.0,281.0,8159.0,2541.0,2862.0,18472.0,1552.0,3750.000000000001,294.0,3732.0,34590.0,5832.0,200.00000000000003,11931.0,12841.0,522.0,5845.0,210.0,49.0,100.0,24.0
"Process large amounts of data for statistical modeling and graphic analysis, using computers.",process large amounts of data for statistical modeling and graphic analysis using computers,Prepare data for analysis.,Process digital or online data.,Working with Computers,Statisticians,statisticians,15-2041.00,Statisticians,15-2041,15-2041.00,Statisticians,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.5859000000000005,False,1.6183507692307693,4.05,100.0,0.2857033438383999,0.2,E2,E1,105650.0,76400.0,105650.0,79640.0,105720.0,135960.0,109660.0,102860.0,109570.0,140670.0,108040.0,115150.0,76780.0,105650.0,119760.0,109300.0,80150.0,111780.0,112520.0,76400.0,85680.0,132620.0,96710.0,102710.0,105650.0,64670.0,66330.0,105650.0,83480.0,79750.0,96080.0,118280.0,84330.0,136020.0,115690.0,75890.0,98190.0,89540.0,93620.0,93830.0,102620.0,65450.0,105650.0,98230.0,102960.0,88610.0,82210.0,114920.0,105650.0,84660.0,107150.0,105650.0,105650.0,49730.0,105650.0,18186.0,251.0,100.0,551.0,714.0,3107.0,977.0,614.0,88.0,689.0,689.0,576.0,113.0,200.0,601.0,288.0,313.0,100.0,100.0,88.0,100.0,3420.0,3107.0,714.0,977.0,100.0,852.0,59.0,175.0,63.0,88.0,1103.0,288.0,1529.0,1503.0,50.0,727.0,63.0,752.0,2042.0,50.0,301.0,53.0,664.0,1742.0,376.0,35.0,902.0,3709.0,113.0,313.0,33.0,8.0,288.0,4.0
Process merchandise returns and exchanges.,process merchandise returns and exchanges,Process sales or other transactions.,Execute financial transactions.,Performing Administrative Activities,Cashiers,cashiers,41-2011.00,Cashiers,41-2011,41-2011.00,Cashiers,Retail Sales Workers,Sales and Related Occupations,2026-05-31,0.0030529241359659,4.684268426842685,True,1.4604184615384614,4.04,73.25,0.0956968965555667,0.1,E0,E2,32880.0,28250.0,36130.0,34600.0,27670.0,37100.0,36870.0,35550.0,33490.0,38880.0,30530.0,29070.0,36780.0,30370.0,34490.0,29670.0,28970.0,28800.0,28590.0,26750.0,34930.0,34390.0,35520.0,29740.0,34620.0,26390.0,30520.0,34190.0,30250.0,29870.0,33840.0,34590.0,30120.0,35500.0,28880.0,31460.0,29260.0,28180.0,35300.0,29220.0,34860.0,28530.0,29780.0,28590.0,29230.0,31600.0,35720.0,30580.0,38720.0,26370.0,30880.0,30810.0,21610.0,22140.0,28040.0,3089410.0,46420.0,5810.0,72570.0,28270.0,336110.0,51670.0,30920.0,11450.0,6060.0,201370.0,97540.0,10780.0,17200.0,139630.0,68350.0,41450.0,33080.0,44550.0,46350.0,14240.0,49910.0,58880.0,92930.0,58190.0,30490.0,69430.0,12170.0,20650.0,30160.0,17250.0,107680.0,19020.0,158890.0,106440.0,9510.0,103020.0,41140.0,37660.0,110950.0,9260.0,56550.0,12860.0,63350.0,245730.0,22940.0,7030.0,83890.0,61050.0,17360.0,65380.0,5840.0,1620.0,27320.0,770.0
Process or interpret signals or sensor data.,process or interpret signals or sensor data,Interpret design or operational test results.,Analyze performance of systems or equipment.,Analyzing Data or Information,Robotics Engineers,robotics engineers,17-2199.08,Robotics Engineers,17-2199,17-2199.08,Miscellaneous Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.8965000000000005,False,1.7426973076923078,4.04,93.33,0.6679929407788121,0.5,E2,E2,122930.0,152550.0,142390.0,102280.0,76940.0,130850.0,132590.0,124110.0,103580.0,151920.0,105410.0,112260.0,122800.0,130970.0,111930.0,120880.0,103090.0,76100.0,99830.0,99070.0,120430.0,129770.0,131260.0,121000.0,108850.0,111030.0,102980.0,97470.0,88490.0,103780.0,128130.0,132450.0,162070.0,117600.0,112450.0,100250.0,120470.0,119810.0,123220.0,108950.0,117080.0,110490.0,112260.0,96640.0,115810.0,110320.0,126550.0,148160.0,134570.0,118800.0,110360.0,113050.0,100010.0,81370.0,122930.0,25497.0,4008.0,232.0,1993.0,950.0,33143.0,2942.0,2815.0,79.0,4124.0,9963.0,4773.0,1274.0,649.0,2919.0,1784.0,1274.0,904.0,579.0,7310.0,683.0,8503.0,3302.0,8920.0,1494.0,556.0,2143.0,278.0,348.0,1008.0,707.0,5259.0,2537.0,6673.0,4947.0,255.0,8109.0,996.0,2352.0,3765.0,440.0,1483.0,127.0,5097.0,12534.0,2027.0,452.0,5862.0,4147.0,765.0,799.0,127.0,93.0,1031.0,6.0
Process paperwork for new employees and enter employee information into the payroll system.,process paperwork for new employees and enter employee information into the payroll system,Enter information into databases or software programs.,Process digital or online data.,Working with Computers,Payroll and Timekeeping Clerks,payroll and timekeeping clerks,43-3051.00,Payroll and Timekeeping Clerks,43-3051,43-3051.00,Payroll and Timekeeping Clerks,Financial Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.7692000000000005,True,0.7337146153846155,4.66,80.06,0.3427611264982083,0.7,E2,E1,58260.0,46170.0,62210.0,50210.0,46110.0,65340.0,64140.0,62200.0,56430.0,74670.0,51910.0,59990.0,62070.0,51790.0,61390.0,53770.0,54080.0,56590.0,52890.0,50800.0,57360.0,59760.0,63670.0,56160.0,61320.0,45170.0,54080.0,55040.0,54900.0,58220.0,63090.0,60750.0,53230.0,61040.0,53550.0,60600.0,57270.0,49920.0,60980.0,55690.0,59370.0,52240.0,47680.0,51780.0,54090.0,56430.0,55340.0,58250.0,64560.0,47460.0,59310.0,51940.0,38550.0,34200.0,38100.0,153140.0,1360.0,360.0,3540.0,1220.0,20590.0,2580.0,1540.0,320.0,270.0,10910.0,6720.0,700.0,800.0,5580.0,4020.0,1230.0,1400.0,1670.0,2160.0,590.0,1870.0,3280.0,4050.0,2790.0,1330.0,3460.0,530.0,910.0,1390.0,800.0,4290.0,820.0,8400.0,3630.0,300.0,5820.0,2470.0,2890.0,5170.0,410.0,1550.0,370.0,3680.0,13220.0,1590.0,270.0,3400.0,3560.0,580.0,2590.0,160.0,60.0,1040.0,40.0
Process paperwork for new employees and enter employee information into the payroll system.,process paperwork for new employees and enter employee information into the payroll system,Record personnel information.,Maintain operational records.,Documenting/Recording Information,Payroll and Timekeeping Clerks,payroll and timekeeping clerks,43-3051.00,Payroll and Timekeeping Clerks,43-3051,43-3051.00,Payroll and Timekeeping Clerks,Financial Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.7692000000000005,True,0.7337146153846155,4.66,80.06,0.3427611264982083,0.7,E2,E1,58260.0,46170.0,62210.0,50210.0,46110.0,65340.0,64140.0,62200.0,56430.0,74670.0,51910.0,59990.0,62070.0,51790.0,61390.0,53770.0,54080.0,56590.0,52890.0,50800.0,57360.0,59760.0,63670.0,56160.0,61320.0,45170.0,54080.0,55040.0,54900.0,58220.0,63090.0,60750.0,53230.0,61040.0,53550.0,60600.0,57270.0,49920.0,60980.0,55690.0,59370.0,52240.0,47680.0,51780.0,54090.0,56430.0,55340.0,58250.0,64560.0,47460.0,59310.0,51940.0,38550.0,34200.0,38100.0,153140.0,1360.0,360.0,3540.0,1220.0,20590.0,2580.0,1540.0,320.0,270.0,10910.0,6720.0,700.0,800.0,5580.0,4020.0,1230.0,1400.0,1670.0,2160.0,590.0,1870.0,3280.0,4050.0,2790.0,1330.0,3460.0,530.0,910.0,1390.0,800.0,4290.0,820.0,8400.0,3630.0,300.0,5820.0,2470.0,2890.0,5170.0,410.0,1550.0,370.0,3680.0,13220.0,1590.0,270.0,3400.0,3560.0,580.0,2590.0,160.0,60.0,1040.0,40.0
"Process transactions, such as term deposits, retirement savings plan contributions, automated teller transactions, night deposits, and mail deposits.",process transactions such as term deposits retirement savings plan contributions automated teller transactions night deposits and mail deposits,Execute sales or other financial transactions.,Execute financial transactions.,Performing Administrative Activities,Tellers,tellers,43-3071.00,Tellers,43-3071,43-3071.00,Tellers,Financial Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.878,True,3.1443676923076924,4.58,100.0,0.2735926407359263,0.1,E1,E2,43030.0,37350.0,46770.0,45250.0,35710.0,46900.0,46060.0,46320.0,45340.0,45590.0,45580.0,41690.0,43910.0,42380.0,38670.0,38730.0,38450.0,36840.0,37210.0,35680.0,42890.0,46010.0,46900.0,39240.0,44190.0,36810.0,36650.0,38080.0,38140.0,44980.0,44460.0,47210.0,37680.0,44400.0,44830.0,39300.0,39810.0,35840.0,44440.0,40200.0,45300.0,42280.0,38460.0,36750.0,38050.0,38370.0,44030.0,45120.0,47670.0,34560.0,39640.0,38290.0,43030.0,30430.0,32750.0,329480.0,6770.0,1020.0,3770.0,4250.0,25230.0,5370.0,3220.0,1400.0,700.0,14700.0,7820.0,1760.0,2690.0,16960.0,8400.0,5470.0,4720.0,5350.0,4900.0,2410.0,3860.0,7190.0,13420.0,5740.0,3750.0,10030.0,1660.0,4590.0,1850.0,1550.0,10270.0,2330.0,15040.0,5260.0,1990.0,13890.0,7230.0,2990.0,14800.0,830.0,4400.0,1560.0,7560.0,25860.0,4790.0,930.0,7410.000000000001,9180.0,2620.0,9030.0,970.0,140.0,2850.0,130.0
Produce and distribute project documents.,produce and distribute project documents,Prepare operational reports or records.,Prepare reports of operational or procedural activities.,Documenting/Recording Information,"Managers, All Other",managers all other,11-9199.00,Project Management Specialists,13-1082,13-1082.00,Logisticians and Project Management Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.629166666666666,False,0.6645521498501499,4.011911255411255,75.1632857142857,0.2378694025009012,0.3740428736141696,E2,E1,95304.6153846154,90272.30769230767,90693.84615384616,92126.92307692308,68699.23076923077,108183.84615384616,106034.6153846154,96861.53846153848,113917.57396449705,107678.46153846152,93593.07692307692,96395.3846153846,78972.30769230769,95442.30769230767,95420.76923076923,85093.84615384616,87856.92307692308,90773.07692307692,81216.92307692308,77939.23076923077,95968.46153846152,97018.46153846152,106577.69230769233,90176.15384615384,100875.3846153846,75423.84615384616,91263.07692307692,90171.4201183432,74956.15384615384,94533.84615384616,87566.92307692308,112706.15384615384,103380.65088757395,114070.76923076923,93795.3846153846,95896.8047337278,84283.84615384616,83833.84615384616,97086.15384615384,90562.30769230767,99778.46153846152,90138.46153846152,80326.92307692308,81163.84615384616,92304.6153846154,91390.76923076923,84344.61538461539,106673.84615384616,115738.46153846152,78096.92307692308,91290.76923076923,92452.30769230767,75965.26627218934,58864.61538461538,81413.72781065089,750150.0000000001,2266.923076923077,1386.923076923077,16138.46153846154,3885.384615384616,81340.0,22713.07692307692,5862.307692307692,1940.1538461538464,3588.4615384615386,53677.69230769231,20263.07692307692,1095.3846153846157,4014.6153846153848,19820.000000000004,8391.538461538461,4843.076923076923,4205.384615384615,7188.461538461538,5600.769230769231,1835.384615384616,21425.384615384617,15520.0,18050.0,13197.692307692309,3018.4615384615386,14970.76923076923,2789.846153846154,2303.846153846154,5865.384615384616,2710.7692307692305,20287.69230769231,3022.3076923076924,47500.0,25430.76923076923,2031.692307692308,24112.30769230769,7798.461538461539,13703.076923076922,25402.30769230769,2698.4615384615386,11932.307692307691,956.1538461538462,14552.307692307691,97089.23076923077,11502.307692307691,906.9230769230768,30460.0,25283.07692307692,1775.3846153846152,15013.076923076924,838.4615384615385,375.0769230769231,1650.0,109.6923076923077
"Produce environmental assessment reports, tabulating data and preparing charts, graphs, or sketches.",produce environmental assessment reports tabulating data and preparing charts graphs or sketches,Prepare technical or operational reports.,Present research or technical information.,Documenting/Recording Information,Environmental Engineering Technicians,environmental engineering technicians,17-3025.00,Environmental Engineering Technologists and Technicians,17-3025,17-3025.00,"Engineering Technologists and Technicians, Except Drafters","Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.7059,False,1.1367015384615384,3.97,81.0,0.8585730693655729,1.1,E1,E2,59920.0,60170.0,77860.0,65420.0,45290.0,60010.0,60740.0,59920.0,59920.0,59920.0,51970.0,60500.0,51810.0,62240.0,51540.0,53110.0,58690.0,59420.0,61470.0,60840.0,64660.0,67510.0,66860.0,50800.0,60110.0,36680.0,59920.0,58870.0,54690.0,75330.0,39880.0,60740.0,61170.0,62540.0,53660.0,59920.0,51830.0,61900.0,80770.0,59920.0,59920.0,63200.0,53960.0,80100.0,57150.0,60410.0,59920.0,52330.0,100050.0,47650.0,49190.0,59920.0,58770.0,44120.0,59920.0,12190.0,230.0,40.0,190.0,200.0,2060.0,224.0,80.0,80.0,55.0,420.0,670.0,50.0,80.0,80.0,130.0,80.0,112.0,200.0,100.0,50.0,250.0,320.0,220.0,50.0,100.0,180.0,80.0,40.0,70.0,53.0,400.0,130.0,470.0,120.0,33.0,630.0,370.0,140.0,250.0,39.0,220.0,40.0,450.0,1240.0,120.0,24.0,320.0,270.0,40.0,310.0,60.0,5.0,160.0,2.0
"Produce medical reports, correspondence, records, patient-care information, statistics, medical research, and administrative material.",produce medical reports correspondence records patientcare information statistics medical research and administrative material,Prepare medical reports or documents.,Prepare health or medical documents.,Documenting/Recording Information,Medical Transcriptionists,medical transcriptionists,31-9094.00,Medical Transcriptionists,31-9094,31-9094.00,Miscellaneous Healthcare Support Occupations,Other Healthcare Support Occupations,Healthcare Support Occupations,2026-05-31,0.0113071264295034,4.884823576583801,False,5.2723,4.76,90.17,1.256308049535604,0.3,E0,E1,40410.0,35340.0,48360.0,36550.0,35100.0,45050.0,43080.0,48190.0,34070.0,45110.0,42050.0,28330.0,44310.0,38140.0,45490.0,41400.0,45010.0,35390.0,39000.0,38040.0,48600.0,39900.0,36910.0,37280.0,50030.0,38600.0,37480.0,41340.0,45880.0,39350.0,40410.0,39020.0,37480.0,43260.0,39300.0,44660.0,37060.0,27740.0,46280.0,41510.0,34790.0,33870.0,46070.0,44720.0,42900.0,39630.0,33030.0,35130.0,38690.0,37440.0,49150.0,48100.0,40410.0,31200.0,40410.0,41550.0,410.0,110.0,700.0,280.0,5860.0,610.0,390.0,129.0,70.0,2650.0,950.0,167.0,400.0,970.0,790.0,180.0,420.0,690.0,420.0,80.0,230.0,400.0,1130.0,270.0,300.0,310.0,80.0,230.0,210.0,181.0,1710.0,210.0,2710.0,1020.0,120.0,680.0,560.0,510.0,1130.0,80.0,390.0,240.0,1450.0,7520.0,210.0,81.0,1091.0,620.0,90.0,590.0,40.0,18.0,140.0,9.0
"Produce reports or presentations that outline findings, explain risk positions, or recommend changes.",produce reports or presentations that outline findings explain risk positions or recommend changes,Present business-related information to audiences.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,Financial Analysts,financial analysts,13-2051.00,Financial Risk Specialists,13-2054,13-2054.00,Financial Analysts and Advisors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0339213792885103,4.949185140196376,False,1.413530112201843,4.090331764409272,81.70650030904862,0.1445115305455651,0.1949390054174018,E2,E2,110326.8,86329.2,93467.6,98355.2,73310.0,119510.0,112404.0,111834.8,121372.8,102374.0,97303.2,100018.0,92154.4,88370.8,102802.4,90854.8,99291.2,84823.6,78009.6,66715.2,115724.0,109085.2,121107.2,99850.4,104253.6,88170.4,99564.0,100089.6,89979.2,92051.6,121936.0,119327.2,87437.6,132558.0,117808.0,76329.2,96552.4,82500.0,114864.8,94121.6,102588.4,96712.0,88651.2,91929.2,101547.2,84298.0,104933.136,116420.4,115498.8,82196.4,96740.0,151969.2,110326.8,61627.2,90965.136,206952.4,1730.4,117.2,3735.2,745.2,24767.2,4405.200000000001,1419.84,1702.4,1870.8,13432.4,5828.0,334.8,466.8,11368.0,1964.0,1235.6,975.6,1440.8000000000002,966.4,781.24,3035.6,7848.0,4150.0,4194.8,465.2,2682.8,237.2,779.92,1174.8,434.4,6417.6,540.0,31413.6,7764.799999999999,190.8,5782.0,915.6,1577.2,7621.2,1093.1999999999998,2019.2,461.2,2637.6,16319.2,2492.4,319.43999999999994,5917.2,4701.6,218.0,2923.6,179.6,88.0,851.6,41.04
"Produce three-dimensional models, using computer-aided design (CAD) software.",produce threedimensional models using computeraided design cad software,Create images or other visual displays.,Create visual designs or displays.,Thinking Creatively,Mechanical Drafters,mechanical drafters,17-3013.00,Mechanical Drafters,17-3013,17-3013.00,Drafters,"Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0113071264295034,4.41866773837034,False,4.129615384615384,4.43,95.77,1.0266802073624952,0.3,E2,E2,71550.0,53600.0,71550.0,67410.0,59960.0,82510.0,85280.0,68830.0,57110.0,71550.0,68050.0,66670.0,71550.0,59050.0,63320.0,62820.0,63330.0,65250.0,68880.0,77730.0,76360.0,76740.0,75490.0,72280.0,73090.0,60460.0,66350.0,71550.0,61170.0,75830.0,55390.0,83380.0,89940.0,76490.0,59050.0,77570.0,70580.0,63440.0,74000.0,63480.0,69290.0,63740.0,52610.0,63390.0,79380.0,70000.0,73040.0,69630.0,76820.0,65100.0,63770.0,61070.0,71550.0,53470.0,71550.0,39960.0,440.0,50.0,630.0,250.0,3640.0,580.0,450.0,160.0,179.0,1540.0,820.0,160.0,330.0,450.0,1300.0,630.0,540.0,510.0,420.0,620.0,360.0,620.0,2030.0,1220.0,260.0,870.0,131.0,530.0,250.0,174.0,690.0,90.0,1940.0,1350.0,100.0,1790.0,650.0,410.0,2330.0,100.0,640.0,100.0,740.0,4630.0,490.0,70.0,630.0,1690.0,140.0,1630.0,60.0,17.0,320.0,8.0
Produce written summary reports of financial research results.,produce written summary reports of financial research results,"Prepare financial documents, reports, or budgets.","Prepare financial documents, reports, or budgets.",Documenting/Recording Information,Financial Quantitative Analysts,financial quantitative analysts,13-2099.01,Financial Quantitative Analysts,13-2099,13-2099.01,Miscellaneous Financial Specialists,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.857200000000001,False,0.1723076923076923,3.65,100.0,0.0441659226190476,0.4,E2,E1,81100.0,87110.0,77070.0,81180.0,60600.0,80810.0,87430.0,81100.0,80610.0,125110.0,61660.0,77540.0,77190.0,79440.0,81180.0,92410.0,79390.0,51160.0,65690.0,59860.0,109060.0,101400.0,99970.0,75040.0,83280.0,73920.0,75800.0,76350.0,66290.0,61930.0,83590.0,98630.0,80610.0,107490.0,80900.0,78260.0,90060.0,76980.0,83080.0,78610.0,78990.0,76400.0,86260.0,69240.0,71650.0,76530.0,75270.0,92930.0,80930.0,86200.0,64420.0,75810.0,81100.0,39270.0,81100.0,96670.0,776.0,190.0,1332.0,541.0,20910.0,4030.0,1048.0,1946.0,3600.0,10184.0,5955.0,1229.0,307.0,8560.0,2824.0,1785.0,1668.0,1010.0,4375.0,1829.0,5546.0,2246.0,3834.0,1200.0,585.0,3965.0,395.0,702.0,1785.0,615.0,8063.0,1054.0,14267.0,6131.0,219.0,6102.0,920.0,900.0000000000001,4030.0,746.0,1361.0,132.0,3541.0,19827.0,4565.0,230.0,7419.0,4258.0,920.0,2370.0,146.0,41.0,980.0,20.0
"Program and use computers to store, process, and analyze data.",program and use computers to store process and analyze data,Analyze data to identify trends or relationships among variables.,Analyze scientific or applied data using mathematical principles.,Analyzing Data or Information,Biologists,biologists,19-1020.01,Biologists,19-1029,19-1029.04,Biological Scientists,Life Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.0339213792885103,4.738930830442767,False,1.559250769230769,4.1,94.45,0.1188303762058167,0.1,E1,E1,98920.0,87260.0,106870.0,90290.0,76400.0,113530.0,93970.0,111940.0,113400.0,84590.0,83780.0,96820.0,95600.0,83320.0,82640.0,84570.0,82720.0,76400.0,79400.0,69590.0,104570.0,121680.0,107100.0,81540.0,76400.0,91170.0,63290.0,91560.0,82770.0,74210.0,83740.0,104750.0,84120.0,104120.0,100070.0,98920.0,95560.0,79950.0,86260.0,100780.0,101750.0,91560.0,73920.0,80500.0,80870.0,93250.0,77960.0,96030.0,108110.0,84590.0,78480.0,91560.0,78850.0,76400.0,98920.0,13828.0,253.0,275.0,565.0,267.0,8824.0,631.0,126.0,43.0,631.0,1426.0,914.0,275.0,319.0,966.0,475.0,409.0,565.0,193.0,431.0,253.0,3692.0,2176.0,639.0,557.0,238.0,832.0,409.0,178.0,305.0,230.0,401.0,312.0,1872.0,2065.0,38.0,453.0,223.0,520.0,1344.0,74.0,178.0,126.0,312.0,1842.0,438.0,67.0,1226.0,1946.0,171.0,550.0,126.0,37.0,193.0,3.0
"Program and use computers to store, process, and analyze data.",program and use computers to store process and analyze data,Write computer programming code.,Program computer systems or production equipment.,Working with Computers,Biologists,biologists,19-1020.01,Biologists,19-1029,19-1029.04,Biological Scientists,Life Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.0339213792885103,4.738930830442767,False,1.559250769230769,4.1,94.45,0.1188303762058167,0.1,E1,E1,98920.0,87260.0,106870.0,90290.0,76400.0,113530.0,93970.0,111940.0,113400.0,84590.0,83780.0,96820.0,95600.0,83320.0,82640.0,84570.0,82720.0,76400.0,79400.0,69590.0,104570.0,121680.0,107100.0,81540.0,76400.0,91170.0,63290.0,91560.0,82770.0,74210.0,83740.0,104750.0,84120.0,104120.0,100070.0,98920.0,95560.0,79950.0,86260.0,100780.0,101750.0,91560.0,73920.0,80500.0,80870.0,93250.0,77960.0,96030.0,108110.0,84590.0,78480.0,91560.0,78850.0,76400.0,98920.0,13828.0,253.0,275.0,565.0,267.0,8824.0,631.0,126.0,43.0,631.0,1426.0,914.0,275.0,319.0,966.0,475.0,409.0,565.0,193.0,431.0,253.0,3692.0,2176.0,639.0,557.0,238.0,832.0,409.0,178.0,305.0,230.0,401.0,312.0,1872.0,2065.0,38.0,453.0,223.0,520.0,1344.0,74.0,178.0,126.0,312.0,1842.0,438.0,67.0,1226.0,1946.0,171.0,550.0,126.0,37.0,193.0,3.0
"Program and use computers to store, process, and analyze data.",program and use computers to store process and analyze data,Operate computers or computerized equipment.,Operate computer systems or computerized equipment.,Working with Computers,Biologists,biologists,19-1020.01,Biologists,19-1029,19-1029.04,Biological Scientists,Life Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.0339213792885103,4.738930830442767,False,1.559250769230769,4.1,94.45,0.1188303762058167,0.1,E1,E1,98920.0,87260.0,106870.0,90290.0,76400.0,113530.0,93970.0,111940.0,113400.0,84590.0,83780.0,96820.0,95600.0,83320.0,82640.0,84570.0,82720.0,76400.0,79400.0,69590.0,104570.0,121680.0,107100.0,81540.0,76400.0,91170.0,63290.0,91560.0,82770.0,74210.0,83740.0,104750.0,84120.0,104120.0,100070.0,98920.0,95560.0,79950.0,86260.0,100780.0,101750.0,91560.0,73920.0,80500.0,80870.0,93250.0,77960.0,96030.0,108110.0,84590.0,78480.0,91560.0,78850.0,76400.0,98920.0,13828.0,253.0,275.0,565.0,267.0,8824.0,631.0,126.0,43.0,631.0,1426.0,914.0,275.0,319.0,966.0,475.0,409.0,565.0,193.0,431.0,253.0,3692.0,2176.0,639.0,557.0,238.0,832.0,409.0,178.0,305.0,230.0,401.0,312.0,1872.0,2065.0,38.0,453.0,223.0,520.0,1344.0,74.0,178.0,126.0,312.0,1842.0,438.0,67.0,1226.0,1946.0,171.0,550.0,126.0,37.0,193.0,3.0
"Promote company products, services, and savings plans when appropriate.",promote company products services and savings plans when appropriate,"Promote products, services, or programs.","Promote products, services, or programs.",Selling or Influencing Others,Telephone Operators,telephone operators,43-2021.00,Telephone Operators,43-2021,43-2021.00,Telephone Operators,Communications Equipment Operators,Office and Administrative Support Occupations,2026-05-31,0.0226142528590069,4.778813452575891,False,2.979794230769231,3.65,30.5,0.2898415071486938,0.2,E1,E1,41740.0,41740.0,41740.0,41740.0,41740.0,57170.0,41740.0,41740.0,41740.0,49330.0,37180.0,36920.0,41740.0,41740.0,41740.0,41740.0,41740.0,41740.0,41740.0,31400.0,41740.0,42460.0,47940.0,37550.0,41740.0,41740.0,41740.0,41740.0,41740.0,41740.0,41740.0,41960.0,41740.0,50220.0,40360.0,41740.0,36970.0,37320.0,41740.0,41740.0,41740.0,41740.0,41740.0,41740.0,41250.0,41740.0,41740.0,42350.0,41740.0,41740.0,46590.0,41740.0,41740.0,41740.0,41740.0,3430.0,46.0,7.0,71.0,29.0,230.0,63.0,37.0,11.0,50.0,70.0,160.0,14.0,19.0,134.0,70.0,34.0,31.0,44.0,50.0,14.0,110.0,80.0,80.0,65.0,25.0,64.0,11.0,22.0,34.0,15.0,190.0,19.0,212.0,40.0,9.0,220.0,40.0,43.0,133.0,11.0,170.0,10.0,150.0,280.0,38.0,7.0,90.0,78.0,15.0,60.0,6.0,1.0,21.0,1.0
"Promote products in online communities through weblog or discussion-forum postings, e-mail marketing programs, or online advertising.",promote products in online communities through weblog or discussionforum postings email marketing programs or online advertising,"Market products, services, or events.","Promote products, services, or programs.",Selling or Influencing Others,Online Merchants,online merchants,13-1199.06,Online Merchants,13-1199,13-1199.06,Miscellaneous Business Operations Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.886801979198223,False,1.3029638461538462,3.85,83.78,0.0901475767013632,0.1,E1,E2,83050.0,100240.0,94740.0,83280.0,61240.0,87570.0,92520.0,85530.0,95040.0,108160.0,79650.0,78410.0,92620.0,76400.0,82070.0,79030.0,80470.0,83350.0,74690.0,63220.0,78830.0,101500.0,93270.0,81810.0,77820.0,76980.0,80420.0,74990.0,77980.0,67330.0,83740.0,91060.0,79100.0,83450.0,80230.0,80500.0,79350.0,93640.0,77170.0,80590.0,88130.0,79110.0,85340.0,78690.0,80820.0,80190.0,71710.0,85200.0,100360.0,69240.0,67370.0,74060.0,88610.0,46700.0,65170.0,304887.0,7842.0,2266.0,13698.0,9199.0,173886.0,51235.0,6316.0,1795.0,42395.0,74300.0,75669.0,4030.0,3074.0,36954.0,7056.0,11106.0,11005.0,6585.0,19083.0,4745.0,44672.0,20092.0,23491.0,18410.0,4633.0,15770.0,5340.0,2849.0,10254.0,2154.0,38378.0,9480.0,32298.0,46198.0,2031.0,35551.0,6395.0,16738.0,30570.0,2513.0,9996.0,1055.0,13227.0,116975.0,3380.0,2737.0,50663.0,57943.0,4566.0,13698.0,1986.0,527.0,10500.0,415.0
"Proofread, edit, and revise translated materials.",proofread edit and revise translated materials,Edit written materials.,Edit written materials or documents.,Making Decisions and Solving Problems,Interpreters and Translators,interpreters and translators,27-3091.00,Interpreters and Translators,27-3091,27-3091.00,Miscellaneous Media and Communication Workers,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0452285057180138,4.667868228697307,False,1.45897,3.93,63.64,0.3690663645767396,0.4,E1,E1,60170.0,46130.0,60170.0,50150.0,52490.0,70770.0,71790.0,68340.0,60170.0,109970.0,48930.0,57880.0,42270.0,66130.0,55290.0,48140.0,48150.0,47950.0,53590.0,48420.0,63470.0,88550.0,72750.0,45310.0,66410.0,57130.0,57010.0,47850.0,53050.0,50370.0,56370.0,58970.0,63550.0,84090.0,50030.0,48190.0,61230.0,48980.0,66300.0,57040.0,82320.0,50860.0,53140.0,51080.0,47510.0,65770.0,62450.0,63030.0,61750.0,60170.0,63390.0,60170.0,60170.0,42990.0,60170.0,52060.0,310.0,150.0,2070.0,220.0,5560.0,800.0000000000001,280.0,110.0,280.0,4200.0,1600.0000000000002,59.99999999999999,300.0,1510.0,1170.0,560.0,470.0,480.0,120.0,90.0,1150.0,2280.0,940.0,1030.0,80.0,440.0,59.99999999999999,570.0,320.0,240.0,870.0,360.0,3240.0,1780.0,130.0,2030.0,320.0,660.0,1420.0,200.00000000000003,520.0,230.0,710.0,6780.0,849.9999999999999,80.0,1630.0,1250.0,120.0,1410.0,93.0,22.0,130.0,11.0
Proofread transcripts for correct spelling of words.,proofread transcripts for correct spelling of words,"Proofread documents, records, or other files to ensure accuracy.",Examine materials or documentation for accuracy or compliance.,Evaluating Information to Determine Compliance with Standards,Court Reporters,court reporters,23-2091.00,Court Reporters and Simultaneous Captioners,27-3092,27-3092.00,Miscellaneous Media and Communication Workers,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0113071264295034,4.81789812764244,False,3.660933846153847,4.83,96.87,0.6178600598735206,0.2,E2,E1,72420.0,67340.0,72420.0,77770.0,59180.0,116020.0,83010.0,59390.0,44760.0,72420.0,49240.0,72420.0,72420.0,69330.0,75890.0,54740.0,93810.0,72420.0,50350.0,63380.0,49110.0,59300.0,79940.0,61600.0,83680.0,67300.0,72500.0,62730.0,76480.0,62030.0,72420.0,72420.0,72420.0,101990.0,73510.0,70540.0,67330.0,60800.0,72420.0,65100.0,92250.0,61100.0,75210.0,72420.0,110080.0,72420.0,72420.0,55210.0,107670.0,56790.0,65640.0,72420.0,72420.0,38300.0,72420.0,12870.0,350.0,27.0,70.0,130.0,1400.0,260.0,210.0,40.0,58.0,1110.0,410.0,52.0,40.0,770.0,890.0,160.0,180.0,80.0,270.0,30.0,227.0,50.0,260.0,320.0,40.0,270.0,50.0,60.0,70.0,56.0,200.0,72.0,1400.0,110.0,60.0,340.0,180.0,162.0,670.0,60.0,140.0,40.0,270.0,1270.0,143.0,25.0,320.0,80.0,90.0,60.0,23.0,5.0,110.0,3.0
Propose logistics solutions for customers.,propose logistics solutions for customers,Advise others on logistics topics.,Advise others on business or operational matters.,Providing Consultation and Advice to Others,Logistics Engineers,logistics engineers,13-1081.01,Logistics Engineers,13-1081,13-1081.01,Logisticians and Project Management Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.793926917138445,False,0.4381903846153846,3.74,82.61,0.2518415390166285,0.8980676091452208,E1,E2,82320.0,98450.0,87280.0,77620.0,78400.0,92890.0,96090.0,85450.0,96090.0,104770.0,76410.0,77570.0,100340.0,73920.0,80100.0,77670.0,78740.0,69520.0,68420.0,75230.0,77780.0,102700.0,100360.0,83200.0,82320.0,75160.0,78350.0,81270.0,65370.0,79600.0,81270.0,92280.0,98430.0,88240.0,80780.0,72800.0,83460.0,86600.0,83180.0,79340.0,76180.0,80330.0,80020.0,71280.0,75480.0,83300.0,83560.0,98920.0,107250.0,71590.0,73180.0,85550.0,65440.0,54380.0,68790.0,94678.0,5872.0,600.0,5431.0,2512.0,37269.0,5080.0,2489.0,588.0,1527.0,16994.0,14233.0,645.0,645.0,16032.0,3890.0,2806.0,2014.0,2930.0,1935.0,645.0,7739.0,5940.0,11620.0,3903.0,1765.0,3892.0,317.0,1697.0,1460.0,781.0,7105.0,962.0,7841.0,8893.0,351.0,10172.0,4333.0,3587.0,11292.0,622.0,5940.0,238.0,5646.0,23794.0,4254.0,294.0,11925.0,6415.0,668.0,5816.0,136.0,147.0,1256.0,45.0
Propose recommendations for improving content management system capabilities.,propose recommendations for improving content management system capabilities,Recommend changes to improve computer or information systems.,Advise others on the design or use of technologies.,Providing Consultation and Advice to Others,Document Management Specialists,document management specialists,15-1199.12,Document Management Specialists,15-1299,15-1299.03,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.2270772922707724,False,0.525,3.58,100.0,0.3028992601024473,0.8999999999999999,E1,E2,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,123033.0,4459.0,1204.0,5510.0,1899.0,135900.0,20008.0,5256.0,860.0,29164.0,13710.0,34980.0,3527.0,1763.0,18923.0,5663.0,6528.0,2272.0,1850.0,8512.0,900.0,32318.0,10462.0,12615.0,7087.0,2459.0,14340.0,916.0,3866.0,4425.0,1645.0,20364.0,2798.0,11460.0,25586.0,1238.0,6150.0,5629.0,4154.0,14580.0,1407.0,7291.0,240.0,18533.0,96681.0,11326.0,2238.0,28825.0,24348.0,5731.0,7935.0,288.0,475.0,1492.0,68.0
"Propose, review, or approve modifications to project plans.",propose review or approve modifications to project plans,Develop detailed project plans.,Plan work activities.,"Organizing, Planning, and Prioritizing Work","Managers, All Other",managers all other,11-9199.00,Project Management Specialists,13-1082,13-1082.00,Logisticians and Project Management Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.497160557563243,False,0.3221632638221153,3.8380625,94.4514375,0.641627628470391,1.9920804319529373,E2,E2,95304.6153846154,90272.30769230767,90693.84615384616,92126.92307692308,68699.23076923077,108183.84615384616,106034.6153846154,96861.53846153848,113917.57396449705,107678.46153846152,93593.07692307692,96395.3846153846,78972.30769230769,95442.30769230767,95420.76923076923,85093.84615384616,87856.92307692308,90773.07692307692,81216.92307692308,77939.23076923077,95968.46153846152,97018.46153846152,106577.69230769233,90176.15384615384,100875.3846153846,75423.84615384616,91263.07692307692,90171.4201183432,74956.15384615384,94533.84615384616,87566.92307692308,112706.15384615384,103380.65088757395,114070.76923076923,93795.3846153846,95896.8047337278,84283.84615384616,83833.84615384616,97086.15384615384,90562.30769230767,99778.46153846152,90138.46153846152,80326.92307692308,81163.84615384616,92304.6153846154,91390.76923076923,84344.61538461539,106673.84615384616,115738.46153846152,78096.92307692308,91290.76923076923,92452.30769230767,75965.26627218934,58864.61538461538,81413.72781065089,750150.0000000001,2266.923076923077,1386.923076923077,16138.46153846154,3885.384615384616,81340.0,22713.07692307692,5862.307692307692,1940.1538461538464,3588.4615384615386,53677.69230769231,20263.07692307692,1095.3846153846157,4014.6153846153848,19820.000000000004,8391.538461538461,4843.076923076923,4205.384615384615,7188.461538461538,5600.769230769231,1835.384615384616,21425.384615384617,15520.0,18050.0,13197.692307692309,3018.4615384615386,14970.76923076923,2789.846153846154,2303.846153846154,5865.384615384616,2710.7692307692305,20287.69230769231,3022.3076923076924,47500.0,25430.76923076923,2031.692307692308,24112.30769230769,7798.461538461539,13703.076923076922,25402.30769230769,2698.4615384615386,11932.307692307691,956.1538461538462,14552.307692307691,97089.23076923077,11502.307692307691,906.9230769230768,30460.0,25283.07692307692,1775.3846153846152,15013.076923076924,838.4615384615385,375.0769230769231,1650.0,109.6923076923077
"Propose solutions in engineering, the sciences, and other fields using mathematical theories and techniques.",propose solutions in engineering the sciences and other fields using mathematical theories and techniques,Apply mathematical principles or statistical approaches to solve problems in scientific or applied fields.,Analyze scientific or applied data using mathematical principles.,Analyzing Data or Information,"Mathematical Science Occupations, All Other",mathematical science occupations all other,15-2099.00,Data Scientists,15-2051,15-2051.00,Data Scientists,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.6975,False,0.4829180769230768,3.863,90.017,0.6174219510999224,0.8724979564364872,E1,E1,120230.0,103120.0,84110.0,107240.0,109390.0,141590.0,117400.0,126340.0,120230.0,126490.0,115820.0,104340.0,102130.0,89380.0,106560.0,91470.0,95830.0,98130.0,91760.0,78760.0,90880.0,136370.0,131750.0,100590.0,128800.0,69490.0,97090.0,100490.0,98230.0,98540.0,100620.0,135280.0,95850.0,130460.0,119090.0,81900.0,102630.0,86310.0,125990.0,106850.0,102440.0,91990.0,96150.0,100330.0,122090.0,108090.0,127070.0,126430.0,163350.0,85090.0,106680.0,120230.0,120230.0,80350.0,120230.0,7755.0,154.0,20.0,404.0,47.0,3485.0,557.0,156.0,68.0,238.0,908.0,821.0,27.0,120.0,933.0,317.0,204.0,43.0,137.0,115.0,107.0,296.0,835.0,652.0,356.0,39.0,419.0,20.0,176.0,149.0,98.0,570.0,50.0,2125.0,1013.0,19.0,541.0,168.0,190.0,1224.0,103.0,3750.0,20.0,247.0,2293.0,387.0,200.0,791.0,851.0,35.0,387.0,14.0,3.0,100.0,2.0
Provide additional instruction in vocational areas.,provide additional instruction in vocational areas,Teach vocational courses.,Teach academic or vocational subjects.,Training and Teaching Others,"Special Education Teachers, Middle School",special education teachers middle school,25-2053.00,"Special Education Teachers, Middle School",25-2057,25-2057.00,Special Education Teachers,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",Educational Instruction and Library Occupations,2026-05-31,0.0015264620679829,,False,0.7455673076923077,3.67,76.08,0.044289040920107,0.1,E0,E2,66810.0,62850.0,81000.0,62130.0,56830.0,101530.0,66130.0,92900.0,77420.0,79170.0,60440.0,70550.0,61750.0,60170.0,74730.0,58900.0,63590.0,59780.0,60200.0,59420.0,63440.0,76410.0,84550.0,76040.0,63630.0,50750.0,50370.0,63960.0,63460.0,63280.0,66760.0,79110.0,74440.0,93820.0,59360.0,57680.0,74590.0,50450.0,78360.0,77040.0,93970.0,62310.0,51360.0,60000.0,63360.0,78920.0,73110.0,63820.0,99520.0,56440.0,65840.0,62770.0,66810.0,58270.0,66810.0,95200.0,460.0,200.0,580.0,750.0,4860.0,2020.0,1260.0,295.0,520.0,2630.0,3740.0,380.0,300.0,4460.0,1070.0,990.0,550.0,1530.0,1130.0,310.0,1540.0,3110.0,1410.0,1930.0,1020.0,1050.0,190.0,680.0,290.0,650.0,5660.0,1090.0,7870.0,2470.0,200.0,7540.0,930.0,590.0,3710.0,380.0,980.0,310.0,1310.0,12580.0,690.0,470.0,3000.0,1550.0,1080.0,2650.0,330.0,41.0,950.0,20.0
Provide additional instruction in vocational areas.,provide additional instruction in vocational areas,Teach vocational courses.,Teach academic or vocational subjects.,Training and Teaching Others,"Special Education Teachers, Secondary School",special education teachers secondary school,25-2054.00,"Special Education Teachers, Secondary School",25-2058,25-2058.00,Special Education Teachers,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",Educational Instruction and Library Occupations,2026-05-31,0.0015264620679829,,False,1.508575,3.84,60.13,0.0906438853642785,0.1,E0,E2,74260.0,62210.0,80580.0,64300.0,57000.0,101060.0,67240.0,81710.0,78490.0,99670.0,61510.0,74150.0,65980.0,60700.0,79890.0,61130.0,60780.0,60700.0,60730.0,59100.0,61710.0,93530.0,83890.0,78050.0,76600.0,51970.0,55920.0,62310.0,63460.0,60810.0,69560.0,83770.0,76940.0,89310.0,56770.0,61210.0,76180.0,59660.0,77400.0,77000.0,92990.0,62150.0,54810.0,61360.0,64830.0,64210.0,79360.0,68400.0,101120.0,55390.0,63520.0,62750.0,74260.0,58080.0,74260.0,163930.0,740.0,590.0,1960.0,1280.0,12100.0,2970.0,1920.0,1160.0,440.0,7940.0,4090.0,800.0,470.0,9490.0,2580.0,1570.0,1650.0,2680.0,3160.0,860.0,1560.0,5470.0,2570.0,4130.0,1670.0,2760.0,480.0,1240.0,350.0,910.0,7520.0,2150.0,15250.0,3400.0,520.0,10580.0,2020.0,1240.0,11040.0,830.0,1780.0,500.0,2010.0,10200.0,1220.0,660.0,6380.0,2510.0,840.0,3350.0,350.0,70.0,1840.0,34.0
"Provide advice and consultation on economic relationships to businesses, public and private agencies, and other employers.",provide advice and consultation on economic relationships to businesses public and private agencies and other employers,Advise others on business or operational matters.,Advise others on business or operational matters.,Providing Consultation and Advice to Others,Economists,economists,19-3011.00,Economists,19-3011,19-3011.00,Economists,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.11959205582394,False,0.6603834615384615,3.96,100.0,0.0993802032520325,0.2,E2,E2,124720.0,129960.0,111040.0,79610.0,91560.0,119410.0,121410.0,101400.0,159120.0,167590.0,102430.0,122570.0,83050.0,131270.0,124720.0,80750.0,96310.0,138790.0,71400.0,73050.0,91480.0,144680.0,106380.0,106350.0,105120.0,124720.0,117010.0,89340.0,75880.0,91340.0,86130.0,167550.0,124720.0,136660.0,136150.0,124720.0,120000.0,89980.0,122120.0,115000.0,124720.0,124720.0,124720.0,117650.0,121420.0,124720.0,124720.0,137590.0,109300.0,124720.0,84000.0,124720.0,124720.0,70750.0,124720.0,11488.0,52.0,103.0,439.0,65.0,1111.0,310.0,271.0,90.0,3875.0,646.0,336.0,65.0,168.0,448.0,103.0,90.0,103.0,129.0,181.0,90.0,1459.0,1330.0,413.0,646.0,85.0,362.0,116.0,116.0,90.0,65.0,362.0,155.0,1175.0,375.0,31.0,181.0,103.0,413.0,723.0,36.0,169.0,34.0,103.0,723.0,65.0,22.0,1227.0,581.0,52.0,362.0,21.0,5.0,129.0,3.0
"Provide advice and technical assistance with cost analysis, fiscal allocation, and budget preparation.",provide advice and technical assistance with cost analysis fiscal allocation and budget preparation,Advise others on financial matters.,Advise others on financial matters.,Providing Consultation and Advice to Others,Budget Analysts,budget analysts,13-2031.00,Budget Analysts,13-2031,13-2031.00,Budget Analysts,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.5517,False,1.714541923076923,4.35,99.68,0.984101444157941,0.6970342298643742,E1,E2,91640.0,99490.0,94740.0,84810.0,71800.0,99520.0,97100.0,95440.0,82000.0,124590.0,84170.0,91870.0,92380.0,83220.0,94880.0,82080.0,86550.0,80140.0,76860.0,80530.0,88130.0,106020.0,92260.0,96430.0,85970.0,78850.0,81980.0,79700.0,83010.0,81600.0,92600.0,96250.0,87360.0,88540.0,82350.0,77400.0,89840.0,80990.0,95250.0,84240.0,92790.0,86260.0,79180.0,86570.0,82970.0,88610.0,93430.0,105470.0,96640.0,78850.0,82180.0,81100.0,67200.0,50560.0,64990.0,47160.0,870.0,220.0,730.0,320.0,4160.0,1290.0,970.0,260.0,1490.0,3150.0,1900.0,210.0,190.0,750.0,390.0,390.0,270.0,630.0,330.0,200.0,2490.0,1280.0,1020.0,450.0,390.0,520.0,360.0,200.0,440.0,80.0,840.0,740.0,2760.0,1830.0,150.0,800.0,670.0,1090.0,1490.0,90.0,470.0,120.0,1140.0,3340.0,280.0,90.0,2730.0,1510.0,180.0,820.0,80.0,70.0,370.0,50.0
Provide advice on best practices and implementation for selection.,provide advice on best practices and implementation for selection,Advise others on business or operational matters.,Advise others on business or operational matters.,Providing Consultation and Advice to Others,Industrial-Organizational Psychologists,industrialorganizational psychologists,19-3032.00,Industrial-Organizational Psychologists,19-3032,19-3032.00,Psychologists,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0113071264295034,4.278209135827368,False,0.6142430769230769,4.72,100.0,0.1407880882352941,0.3,E2,E2,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,174980.0,193950.0,193950.0,193950.0,193950.0,193950.0,139520.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,193950.0,790.0,11.0,2.0,16.0,7.0,92.0,15.0,9.0,2.0,4.0,50.0,25.0,3.0,4.0,31.0,16.0,8.0,7.0,10.0,10.0,3.0,14.0,18.0,22.0,15.0,6.0,15.0,3.0,5.0,8.0,3.0,22.0,4.0,49.0,25.0,2.0,28.0,9.0,60.0,31.0,3.0,12.0,2.0,17.0,40.0,9.0,2.0,21.0,18.0,4.0,15.0,1.0,0.0,5.0,0.0
"Provide advice on project costs, design concepts, or design changes.",provide advice on project costs design concepts or design changes,Recommend changes to improve computer or information systems.,Advise others on the design or use of technologies.,Providing Consultation and Advice to Others,Computer Systems Engineers/Architects,computer systems engineersarchitects,15-1199.02,Computer Systems Engineers/Architects,15-1299,15-1299.08,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,3.703238738263529,False,0.3928388461538461,3.45,100.0,0.0286903677304438,0.1,E1,E2,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,193835.0,7026.0,1897.0,5510.0,2992.0,214105.0,31521.0,8281.0,860.0,45947.0,13710.0,55109.0,5556.0,2778.0,29812.0,8922.0,10285.0,3580.0,1850.0,13410.0,900.0,50915.0,16482.0,19875.0,11166.0,3873.0,14340.0,1443.0,6091.0,6972.0,2591.0,32082.0,4408.0,11460.0,40310.0,1950.0,6150.0,8869.0,6545.0,14580.0,2217.0,11487.0,240.0,29197.0,152318.0,17844.0,3526.0,45412.0,38360.0,9029.0,12502.0,454.0,748.0,2351.0,107.0
"Provide advice on transportation options, types of carriers, or shipping routes.",provide advice on transportation options types of carriers or shipping routes,Advise others on logistics topics.,Advise others on business or operational matters.,Providing Consultation and Advice to Others,Customs Brokers,customs brokers,13-1199.03,Customs Brokers,13-1041,13-1041.08,Compliance Officers,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.5128,False,1.2116461538461538,3.47,85.0,0.0833736301965559,0.1,E1,E2,80730.0,72990.0,76430.0,74920.0,64680.0,96980.0,82450.0,91810.0,91050.0,111030.0,74920.0,70200.0,82590.0,75450.0,80550.0,78770.0,75620.0,69740.0,69240.0,70290.0,83740.0,84720.0,102060.0,77390.0,85920.0,67450.0,67270.0,66660.0,73920.0,78290.0,82800.0,100000.0,67990.0,90080.0,78500.0,79440.0,75030.0,63000.0,82990.0,85580.0,87620.0,75460.0,72630.0,63960.0,75370.0,67370.0,90420.0,80380.0,88790.0,64270.0,78800.0,79890.0,71930.0,48950.0,67990.0,96523.0,5235.0,920.0,17260.0,4332.0,69263.0,10748.0,3610.0,2985.0,6082.0,41213.0,19982.0,1764.0,2305.0,14788.0,7110.0,5082.0,4943.0,6054.0,5513.0,2486.0,14025.0,18315.0,13497.0,8526.0,2388.0,9720.0,2055.0,4818.0,6110.0,2402.0,18482.0,3333.0,32632.0,15719.0,990.0,15608.0,5874.0,7443.0,27508.0,970.0,6610.0,1569.0,7990.0,59570.0,5221.0,2722.0,21093.0,15455.0,2388.0,7929.0,805.0,361.0,7596.0,230.0
"Provide analytical support for the design and development of training curricula, learning strategies, educational policies, or courseware standards.",provide analytical support for the design and development of training curricula learning strategies educational policies or courseware standards,"Advise educators on curricula, instructional methods, or policies.",Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,Instructional Coordinators,instructional coordinators,25-9031.00,Instructional Coordinators,25-9031,25-9031.00,Instructional Coordinators,Other Educational Instruction and Library Occupations,Educational Instruction and Library Occupations,2026-05-31,0.0030529241359659,4.471253728273167,False,0.4572324556213017,3.8461538461538463,80.13153846153847,0.2333333333333333,1.9903218272022067,E1,E2,77440.0,69000.0,72320.0,62620.0,67100.0,97010.0,82160.0,96170.0,79290.0,105990.0,60790.0,81060.0,96080.0,63030.0,76050.0,66300.0,74970.0,64750.0,63640.0,63120.0,76700.0,102220.0,95320.0,79290.0,80550.0,61830.0,72080.0,60920.0,79150.0,67410.0,81210.0,96090.0,80870.0,80560.0,63340.0,75340.0,77760.0,63980.0,84620.0,75580.0,63110.0,65460.0,57910.0,74390.0,78710.0,65780.0,78360.0,83230.0,97250.0,69600.0,83000.0,76140.0,61750.0,35250.0,75040.0,227760.0,2040.0,550.0,6560.0,1300.0,20950.0,3400.0,1780.0,980.0,1220.0,18030.0,7830.000000000001,1130.0,1490.0,10330.0,2640.0,2760.0,1950.0,3380.0,2140.0,480.0,4350.0,6170.0,5680.0,3130.0,1840.0,3110.0,740.0,1370.0,1130.0,510.0,3770.0,510.0,18730.0,8260.0,650.0,3510.0,2540.0,2940.0,7540.0,1240.0,4370.0,500.0,4120.0,31970.0,3680.0,730.0,5830.0,4720.0,730.0,2130.0,290.0,110.0,1010.0,40.0
Provide application or analytical support to researchers or traders on issues such as valuations or data.,provide application or analytical support to researchers or traders on issues such as valuations or data,Advise others on analytical techniques.,Advise others on business or operational matters.,Providing Consultation and Advice to Others,Financial Quantitative Analysts,financial quantitative analysts,13-2099.01,Financial Quantitative Analysts,13-2099,13-2099.01,Miscellaneous Financial Specialists,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0226142528590069,4.526798451192175,False,0.300666923076923,3.58,95.0,0.0193098623543789,0.1,E1,E2,81100.0,87110.0,77070.0,81180.0,60600.0,80810.0,87430.0,81100.0,80610.0,125110.0,61660.0,77540.0,77190.0,79440.0,81180.0,92410.0,79390.0,51160.0,65690.0,59860.0,109060.0,101400.0,99970.0,75040.0,83280.0,73920.0,75800.0,76350.0,66290.0,61930.0,83590.0,98630.0,80610.0,107490.0,80900.0,78260.0,90060.0,76980.0,83080.0,78610.0,78990.0,76400.0,86260.0,69240.0,71650.0,76530.0,75270.0,92930.0,80930.0,86200.0,64420.0,75810.0,81100.0,39270.0,81100.0,96670.0,776.0,190.0,1332.0,541.0,20910.0,4030.0,1048.0,1946.0,3600.0,10184.0,5955.0,1229.0,307.0,8560.0,2824.0,1785.0,1668.0,1010.0,4375.0,1829.0,5546.0,2246.0,3834.0,1200.0,585.0,3965.0,395.0,702.0,1785.0,615.0,8063.0,1054.0,14267.0,6131.0,219.0,6102.0,920.0,900.0000000000001,4030.0,746.0,1361.0,132.0,3541.0,19827.0,4565.0,230.0,7419.0,4258.0,920.0,2370.0,146.0,41.0,980.0,20.0
Provide assistance to internal or external auditors in compliance reviews.,provide assistance to internal or external auditors in compliance reviews,Collaborate on research activities with scientists or technical specialists.,"Assist scientists, scholars, or technical specialists with projects or research.","Communicating with Supervisors, Peers, or Subordinates",Compliance Managers,compliance managers,11-9199.02,Compliance Managers,11-9199,11-9199.02,Miscellaneous Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0015264620679829,4.758544536754655,False,0.1655565384615384,3.85,80.64,0.0522786082836423,0.5,E0,E2,141900.0,135890.0,127950.0,129870.0,87520.0,174560.0,171140.0,162690.0,168060.0,175720.0,108890.0,125000.0,130000.0,131550.0,140240.0,79900.0,128080.0,131710.0,122930.0,103140.0,115920.0,159040.0,182950.0,134260.0,152600.0,101570.0,125760.0,110470.0,116430.0,112040.0,145630.0,161510.0,123550.0,167200.0,141160.0,126440.0,129940.0,131870.0,125580.0,131600.0,165900.0,129960.0,119470.0,99430.0,134390.0,134890.0,125440.0,166230.0,164160.0,124940.0,107050.0,113420.0,104010.0,82250.0,95530.0,131731.0,1668.0,1474.0,7232.0,4819.0,84333.0,11907.0,6208.0,1084.0,15727.0,32029.0,29370.0,528.0,1042.0,26829.0,5920.0,3049.0,2278.0,2024.0,11196.0,1575.0,14846.0,9002.0,7944.0,3523.0,813.0,9671.0,1355.0,2236.0,7715.0,1126.0,25635.0,3193.0,15642.0,18488.0,1728.0,6233.0,1135.0,6504.0,17082.0,669.0,1872.0,483.0,14829.0,52007.0,7783.0,898.0,18259.0,8884.0,3083.0,12060.0,720.0,152.0,4700.0,119.0
Provide assistance to internal or external auditors in compliance reviews.,provide assistance to internal or external auditors in compliance reviews,Advise others on legal or regulatory compliance matters.,Advise others on legal or regulatory matters.,Providing Consultation and Advice to Others,Compliance Officers,compliance officers,13-1041.00,Compliance Officers,13-1041,13-1041.00,Compliance Officers,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0015264620679829,4.758544536754655,False,0.1655565384615384,3.85,80.64,0.0462263400502568,0.5,E1,E2,80730.0,72990.0,76430.0,74920.0,64680.0,96980.0,82450.0,91810.0,91050.0,111030.0,74920.0,70200.0,82590.0,75450.0,80550.0,78770.0,75620.0,69740.0,69240.0,70290.0,83740.0,84720.0,102060.0,77390.0,85920.0,67450.0,67270.0,66660.0,73920.0,78290.0,82800.0,100000.0,67990.0,90080.0,78500.0,79440.0,75030.0,63000.0,82990.0,85580.0,87620.0,75460.0,72630.0,63960.0,75370.0,67370.0,90420.0,80380.0,88790.0,64270.0,78800.0,79890.0,71930.0,48950.0,67990.0,20601.0,1117.0,920.0,3684.0,925.0,14782.0,2294.0,3610.0,637.0,1298.0,8796.0,4265.0,376.0,492.0,3156.0,1517.0,1085.0,1055.0,1292.0,1177.0,530.0,2993.0,3909.0,2881.0,1820.0,510.0,2075.0,439.0,1028.0,1304.0,513.0,3945.0,711.0,6964.0,3355.0,990.0,3331.0,1254.0,1588.0,5871.0,970.0,1411.0,335.0,7989.999999999999,12714.0,1114.0,581.0,4502.0,3298.0,510.0,1692.0,172.0,77.0,1621.0,230.0
"Provide assistance with the preparation of project-related reports, manuscripts, and presentations.",provide assistance with the preparation of projectrelated reports manuscripts and presentations,Prepare scientific or technical reports or presentations.,Present research or technical information.,Documenting/Recording Information,Social Science Research Assistants,social science research assistants,19-4061.00,Social Science Research Assistants,19-4061,19-4061.00,Social Science Research Assistants,"Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,3.619002723653887,False,0.6470338461538462,4.24,89.94,0.335855446079093,0.7,E1,E1,61990.0,53080.0,62230.0,61680.0,61990.0,60250.0,50430.0,60110.0,68230.0,65330.0,50700.0,66620.0,61990.0,62570.0,64890.0,57020.0,40940.0,67740.0,66390.0,52600.0,50650.0,65550.0,63480.0,60210.0,44920.0,61990.0,65940.0,49860.0,56190.0,26560.0,65690.0,62760.0,50640.0,61210.0,63710.0,61990.0,50330.0,69090.0,56770.0,54610.0,51420.0,64490.0,44820.0,46410.0,58070.0,61990.0,47510.0,53260.0,50420.0,51140.0,48090.0,61990.0,61990.0,61990.0,61990.0,30640.0,414.0,40.0,1020.0,255.0,5300.0,100.0,50.0,40.0,1560.0,1130.0,1840.0,123.0,168.0,250.0,210.0,140.0,170.0,1190.0,340.0,120.0,700.0,712.0,750.0,300.0,228.0,750.0,30.0,230.0,304.0,70.0,370.0,50.0,3040.0,2930.0,84.0,240.0,100.0,220.0,860.0,220.0,500.0,40.0,140.0,1180.0,500.0,40.0,700.0,450.0,550.0,110.0,55.0,13.0,184.0,6.0
"Provide clear, detailed descriptions of Web site specifications, such as product features, activities, software, communication protocols, programming languages, and operating systems software and hardware.",provide clear detailed descriptions of web site specifications such as product features activities software communication protocols programming languages and operating systems software and hardware,Develop specifications or procedures for website development or maintenance.,Develop technical specifications for products or operations.,Thinking Creatively,Web Developers,web developers,15-1134.00,Web Developers,15-1254,15-1254.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0169606896442551,4.66074297188755,False,0.1369630769230769,3.18,95.83,0.0320725120845998,0.4,E1,E1,98992.64705882352,72653.81487889274,83517.34429065743,88434.70588235294,77620.8910034602,128812.9411764706,91499.11764705884,90808.5294117647,86000.58823529411,110755.88235294116,87110.57958477509,97867.35294117648,98992.64705882352,70885.29411764706,85317.35294117648,71124.11764705883,66920.29411764706,71930.29411764706,79483.82352941176,76087.05882352941,98992.64705882352,103787.9411764706,106891.4705882353,88712.94117647059,90754.41176470587,70804.10899653978,85431.76470588235,70425.58823529411,72062.64705882352,81487.64705882352,96639.70588235294,95252.64705882352,59838.23529411765,111103.23529411764,97381.17647058824,67758.5294117647,90256.75605536332,77384.11764705883,85561.17647058824,96315.88235294116,102526.76470588236,79721.17647058824,77863.53806228373,68473.23529411765,95216.17647058824,100069.41176470587,92620.8910034602,99745.88235294116,130462.35294117648,74685.88235294117,93262.0588235294,67633.23529411765,61108.52076124567,47517.64705882353,98992.64705882352,62631.91176470588,482.9411764705882,74.11764705882354,898.2352941176471,468.1764705882353,18367.941176470587,2557.3529411764707,923.2352941176472,158.23529411764707,457.9411764705882,4334.558823529412,2226.470588235294,164.70588235294116,287.05882352941177,3047.058823529412,1027.6470588235293,559.7058823529412,332.3529411764706,448.8235294117647,311.1764705882353,287.3529411764705,1596.764705882353,2387.058823529412,1675.0,1378.8235294117646,212.35294117647047,1187.9411764705883,298.52941176470586,503.8235294117647,809.4117647058823,447.6470588235294,2205.2941176470586,169.11764705882354,11014.411764705885,2795.5882352941176,98.23529411764706,2153.823529411765,370.88235294117646,1190.294117647059,2312.6470588235293,222.7941176470588,760.2941176470589,274.3235294117647,2732.058823529412,5468.823529411765,1157.0588235294117,99.05882352941175,3137.058823529412,8425.588235294117,288.2352941176471,1012.3529411764706,83.52941176470588,28.676470588235293,221.1764705882353,13.0
"Provide clear, detailed descriptions of Web site specifications, such as product features, activities, software, communication protocols, programming languages, and operating systems software and hardware.",provide clear detailed descriptions of web site specifications such as product features activities software communication protocols programming languages and operating systems software and hardware,Develop specifications or procedures for website development or maintenance.,Develop technical specifications for products or operations.,Thinking Creatively,Web Developers,web developers,15-1134.00,Web and Digital Interface Designers,15-1255,15-1255.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0169606896442551,4.66074297188755,False,0.1369630769230769,3.18,95.83,0.0200503091866677,0.4,E1,E1,98992.64705882352,72653.81487889274,83517.34429065743,88434.70588235294,77620.8910034602,128812.9411764706,91499.11764705884,90808.5294117647,86000.58823529411,110755.88235294116,87110.57958477509,97867.35294117648,98992.64705882352,70885.29411764706,85317.35294117648,71124.11764705883,66920.29411764706,71930.29411764706,79483.82352941176,76087.05882352941,98992.64705882352,103787.9411764706,106891.4705882353,88712.94117647059,90754.41176470587,70804.10899653978,85431.76470588235,70425.58823529411,72062.64705882352,81487.64705882352,96639.70588235294,95252.64705882352,59838.23529411765,111103.23529411764,97381.17647058824,67758.5294117647,90256.75605536332,77384.11764705883,85561.17647058824,96315.88235294116,102526.76470588236,79721.17647058824,77863.53806228373,68473.23529411765,95216.17647058824,100069.41176470587,92620.8910034602,99745.88235294116,130462.35294117648,74685.88235294117,93262.0588235294,67633.23529411765,61108.52076124567,47517.64705882353,98992.64705882352,62631.91176470588,482.9411764705882,74.11764705882354,898.2352941176471,468.1764705882353,18367.941176470587,2557.3529411764707,923.2352941176472,158.23529411764707,457.9411764705882,4334.558823529412,2226.470588235294,164.70588235294116,287.05882352941177,3047.058823529412,1027.6470588235293,559.7058823529412,332.3529411764706,448.8235294117647,311.1764705882353,287.3529411764705,1596.764705882353,2387.058823529412,1675.0,1378.8235294117646,212.35294117647047,1187.9411764705883,298.52941176470586,503.8235294117647,809.4117647058823,447.6470588235294,2205.2941176470586,169.11764705882354,11014.411764705885,2795.5882352941176,98.23529411764706,2153.823529411765,370.88235294117646,1190.294117647059,2312.6470588235293,222.7941176470588,760.2941176470589,274.3235294117647,2732.058823529412,5468.823529411765,1157.0588235294117,99.05882352941175,3137.058823529412,8425.588235294117,288.2352941176471,1012.3529411764706,83.52941176470588,28.676470588235293,221.1764705882353,13.0
Provide clerical support to other departments.,provide clerical support to other departments,Perform administrative or clerical tasks.,Perform administrative or clerical activities.,Performing Administrative Activities,Executive Secretaries and Executive Administrative Assistants,executive secretaries and executive administrative assistants,43-6011.00,Executive Secretaries and Executive Administrative Assistants,43-6011,43-6011.00,Secretaries and Administrative Assistants,Secretaries and Administrative Assistants,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.9423655022286725,False,1.5468269230769232,3.63,78.74,0.1099927261650902,0.1,E1,E1,76590.0,69450.0,66210.0,70770.0,51600.0,89000.0,65850.0,82520.0,78920.0,90850.0,64710.0,68290.0,80710.0,60200.0,74390.0,59080.0,62340.0,64860.0,62410.0,53240.0,64100.0,78540.0,82650.0,66840.0,78470.0,55670.0,60320.0,59750.0,66210.0,67830.0,71650.0,89520.0,73890.0,80640.0,70140.0,61270.0,69600.0,59910.0,75480.0,75270.0,77820.0,60890.0,55170.0,68190.0,71990.0,61130.0,70770.0,80330.0,79250.0,63820.0,68920.0,52210.0,43930.0,37120.0,56720.0,459910.0,2880.0,1320.0,6490.0,2070.0,59640.0,10340.0,6490.0,1320.0,4560.0,19220.0,14560.0,1440.0,1180.0,14900.0,5060.0,4150.0,2750.0,2700.0,9270.0,2320.0,13960.0,14820.0,9030.0,7970.0,1240.0,8500.0,550.0,1860.0,2670.0,1210.0,11690.0,2800.0,88890.0,8890.0,540.0,10940.0,2810.0,6000.0,12910.0,950.0,3880.0,1230.0,5360.0,34520.0,5440.0,770.0,10360.0,11560.0,860.0,4480.0,560.0,80.0,7100.0,170.0
"Provide commentary and conduct interviews during sporting events, parades, conventions, or other events.",provide commentary and conduct interviews during sporting events parades conventions or other events,"Inform viewers, listeners, or audiences.",Provide information or assistance to the public.,Communicating with People Outside the Organization,Radio and Television Announcers,radio and television announcers,27-3011.00,Broadcast Announcers and Radio Disc Jockeys,27-3011,27-3011.00,Broadcast Announcers and Radio Disc Jockeys,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.917999999999999,False,0.6795873076923076,3.68,97.06,0.2542353625402689,0.5,E1,E2,47340.0,38530.0,44790.0,47930.0,36160.0,47340.0,50660.0,47340.0,47340.0,47340.0,56360.0,42020.0,51030.0,46940.0,46720.0,61760.0,37090.0,35130.0,36170.0,33020.0,44000.0,74480.0,60200.0,46640.0,43530.0,34040.0,45460.0,35000.0,45020.0,60460.0,46000.0,70800.0,38940.0,81310.0,47910.0,38500.0,42440.0,36110.0,46190.0,52080.0,55110.0,30960.0,40630.0,48290.0,49050.0,46080.0,35220.0,44400.0,44420.0,35400.0,40630.0,36760.0,47340.0,22970.0,47340.0,21240.0,300.0,80.0,410.0,300.0,1620.0,310.0,290.0,66.0,70.0,990.0,490.0,140.0,50.0,770.0,1040.0,320.0,440.0,340.0,190.0,170.0,290.0,280.0,650.0,750.0,160.0,470.0,130.0,280.0,160.0,70.0,190.0,190.0,1460.0,830.0,180.0,910.0,300.0,240.0,830.0,90.0,150.0,230.0,970.0,960.0,190.0,110.0,460.0,620.0,130.0,580.0,50.0,9.0,150.0,4.0
Provide communication instruction to dialect speakers or students with limited English proficiency.,provide communication instruction to dialect speakers or students with limited english proficiency,Teach classes in area of specialization.,Teach academic or vocational subjects.,Training and Teaching Others,Speech-Language Pathologists,speechlanguage pathologists,29-1127.00,Speech-Language Pathologists,29-1127,29-1127.00,Therapists,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,3.9558030901904417,False,0.4256876923076923,4.07,65.99,0.0288045093108433,0.1,E1,E1,97870.0,73660.0,102670.0,97800.0,83580.0,118970.0,110750.0,100110.0,102760.0,109380.0,99990.0,96760.0,97560.0,84380.0,95080.0,87360.0,81050.0,80120.0,83550.0,69610.0,82660.0,99190.0,101310.0,89120.0,89380.0,78130.0,89280.0,78740.0,84350.0,104510.0,83040.0,101560.0,98690.0,100610.0,86460.0,75240.0,93300.0,84470.0,102660.0,92960.0,104000.0,90530.0,65680.0,84630.0,99910.0,91560.0,82090.0,96250.0,105550.0,80970.0,83000.0,82040.0,97870.0,49800.0,97870.0,183390.0,2060.0,340.0,3390.0,2430.0,16930.0,4420.0,2390.0,690.0,390.0,10080.0,4030.0,270.0,1210.0,9040.0,3310.0,1540.0,1690.0,2610.0,3000.0,640.0,3510.0,5290.0,4730.0,3890.0,1790.0,3230.0,490.0,1310.0,1270.0,720.0,6840.0,1250.0,15310.0,5600.0,630.0,7270.0,1870.0,1600.0,6570.0,720.0,2190.0,410.0,3320.0,19120.0,1460.0,430.0,4460.0,3570.0,880.0,2940.0,240.0,78.0,150.0,38.0
Provide communication instruction to dialect speakers or students with limited English proficiency.,provide communication instruction to dialect speakers or students with limited english proficiency,Lead classes or community events.,Teach academic or vocational subjects.,Training and Teaching Others,Speech-Language Pathologists,speechlanguage pathologists,29-1127.00,Speech-Language Pathologists,29-1127,29-1127.00,Therapists,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,3.9558030901904417,False,0.4256876923076923,4.07,65.99,0.0288045093108433,0.1,E1,E1,97870.0,73660.0,102670.0,97800.0,83580.0,118970.0,110750.0,100110.0,102760.0,109380.0,99990.0,96760.0,97560.0,84380.0,95080.0,87360.0,81050.0,80120.0,83550.0,69610.0,82660.0,99190.0,101310.0,89120.0,89380.0,78130.0,89280.0,78740.0,84350.0,104510.0,83040.0,101560.0,98690.0,100610.0,86460.0,75240.0,93300.0,84470.0,102660.0,92960.0,104000.0,90530.0,65680.0,84630.0,99910.0,91560.0,82090.0,96250.0,105550.0,80970.0,83000.0,82040.0,97870.0,49800.0,97870.0,183390.0,2060.0,340.0,3390.0,2430.0,16930.0,4420.0,2390.0,690.0,390.0,10080.0,4030.0,270.0,1210.0,9040.0,3310.0,1540.0,1690.0,2610.0,3000.0,640.0,3510.0,5290.0,4730.0,3890.0,1790.0,3230.0,490.0,1310.0,1270.0,720.0,6840.0,1250.0,15310.0,5600.0,630.0,7270.0,1870.0,1600.0,6570.0,720.0,2190.0,410.0,3320.0,19120.0,1460.0,430.0,4460.0,3570.0,880.0,2940.0,240.0,78.0,150.0,38.0
Provide consultation or training on topics such as mechatronics or automated control.,provide consultation or training on topics such as mechatronics or automated control,Train personnel on proper operational procedures.,Train others on operational or work procedures.,Training and Teaching Others,Mechatronics Engineers,mechatronics engineers,17-2199.05,Mechatronics Engineers,17-2199,17-2199.05,Miscellaneous Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,3.392773536895674,False,0.6130115384615384,3.6,69.09,0.1130905226106533,0.3,E0,E2,122930.0,152550.0,142390.0,102280.0,76940.0,130850.0,132590.0,124110.0,103580.0,151920.0,105410.0,112260.0,122800.0,130970.0,111930.0,120880.0,103090.0,76100.0,99830.0,99070.0,120430.0,129770.0,131260.0,121000.0,108850.0,111030.0,102980.0,97470.0,88490.0,103780.0,128130.0,132450.0,162070.0,117600.0,112450.0,100250.0,120470.0,119810.0,123220.0,108950.0,117080.0,110490.0,112260.0,96640.0,115810.0,110320.0,126550.0,148160.0,134570.0,118800.0,110360.0,113050.0,100010.0,81370.0,122930.0,14291.0,2247.0,130.0,1117.0,532.0,18577.0,1649.0,1578.0,44.0,2312.0,5584.0,2675.0,714.0,364.0,1636.0,1000.0,714.0,506.0,325.0,4097.0,383.0,4766.0,1851.0,5000.0,838.0,312.0,1201.0,156.0,195.0,565.0,396.0,2948.0,1422.0,3740.0,2773.0,143.0,4545.0,558.0,1318.0,2110.0,247.0,831.0,71.0,2857.0,7025.0,1136.0,253.0,3285.0,2324.0,429.0,448.0,71.0,52.0,578.0,3.0
Provide consultation or training on topics such as mechatronics or automated control.,provide consultation or training on topics such as mechatronics or automated control,Provide technical guidance to other personnel.,Advise others on the design or use of technologies.,Providing Consultation and Advice to Others,Mechatronics Engineers,mechatronics engineers,17-2199.05,Mechatronics Engineers,17-2199,17-2199.05,Miscellaneous Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,3.392773536895674,False,0.6130115384615384,3.6,69.09,0.1130905226106533,0.3,E0,E2,122930.0,152550.0,142390.0,102280.0,76940.0,130850.0,132590.0,124110.0,103580.0,151920.0,105410.0,112260.0,122800.0,130970.0,111930.0,120880.0,103090.0,76100.0,99830.0,99070.0,120430.0,129770.0,131260.0,121000.0,108850.0,111030.0,102980.0,97470.0,88490.0,103780.0,128130.0,132450.0,162070.0,117600.0,112450.0,100250.0,120470.0,119810.0,123220.0,108950.0,117080.0,110490.0,112260.0,96640.0,115810.0,110320.0,126550.0,148160.0,134570.0,118800.0,110360.0,113050.0,100010.0,81370.0,122930.0,14291.0,2247.0,130.0,1117.0,532.0,18577.0,1649.0,1578.0,44.0,2312.0,5584.0,2675.0,714.0,364.0,1636.0,1000.0,714.0,506.0,325.0,4097.0,383.0,4766.0,1851.0,5000.0,838.0,312.0,1201.0,156.0,195.0,565.0,396.0,2948.0,1422.0,3740.0,2773.0,143.0,4545.0,558.0,1318.0,2110.0,247.0,831.0,71.0,2857.0,7025.0,1136.0,253.0,3285.0,2324.0,429.0,448.0,71.0,52.0,578.0,3.0
Provide consultation or training on topics such as mechatronics or automated control.,provide consultation or training on topics such as mechatronics or automated control,"Recommend technical design or process changes to improve efficiency, quality, or performance.",Advise others on business or operational matters.,Providing Consultation and Advice to Others,Mechatronics Engineers,mechatronics engineers,17-2199.05,Mechatronics Engineers,17-2199,17-2199.05,Miscellaneous Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,3.392773536895674,False,0.6130115384615384,3.6,69.09,0.1130905226106533,0.3,E0,E2,122930.0,152550.0,142390.0,102280.0,76940.0,130850.0,132590.0,124110.0,103580.0,151920.0,105410.0,112260.0,122800.0,130970.0,111930.0,120880.0,103090.0,76100.0,99830.0,99070.0,120430.0,129770.0,131260.0,121000.0,108850.0,111030.0,102980.0,97470.0,88490.0,103780.0,128130.0,132450.0,162070.0,117600.0,112450.0,100250.0,120470.0,119810.0,123220.0,108950.0,117080.0,110490.0,112260.0,96640.0,115810.0,110320.0,126550.0,148160.0,134570.0,118800.0,110360.0,113050.0,100010.0,81370.0,122930.0,14291.0,2247.0,130.0,1117.0,532.0,18577.0,1649.0,1578.0,44.0,2312.0,5584.0,2675.0,714.0,364.0,1636.0,1000.0,714.0,506.0,325.0,4097.0,383.0,4766.0,1851.0,5000.0,838.0,312.0,1201.0,156.0,195.0,565.0,396.0,2948.0,1422.0,3740.0,2773.0,143.0,4545.0,558.0,1318.0,2110.0,247.0,831.0,71.0,2857.0,7025.0,1136.0,253.0,3285.0,2324.0,429.0,448.0,71.0,52.0,578.0,3.0
"Provide consultation to other health care providers in areas such as patient discharge, patient care, or clinical procedures.",provide consultation to other health care providers in areas such as patient discharge patient care or clinical procedures,Advise medical personnel regarding healthcare issues.,Advise others on healthcare or wellness issues.,Providing Consultation and Advice to Others,Clinical Nurse Specialists,clinical nurse specialists,29-1141.04,Clinical Nurse Specialists,29-1141,29-1141.04,Registered Nurses,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.2174000000000005,False,1.056436923076923,4.15,100.0,0.0742622593230063,0.1,E1,E2,97550.0,77080.0,109480.0,99500.0,78940.0,140270.0,100260.0,102740.0,99520.0,102540.0,84190.0,93550.0,136320.0,92460.0,95990.0,83500.0,78630.0,79320.0,81040.0,80230.0,86990.0,99790.0,104550.0,94300.0,101510.0,77090.0,81780.0,85280.0,84730.0,103670.0,99700.0,106500.0,94340.0,109440.0,84350.0,80730.0,82510.0,82920.0,129010.0,96430.0,100640.0,82360.0,78060.0,81500.0,95970.0,84600.0,97460.0,93600.0,124200.0,80130.0,95530.0,83760.0,97550.0,39880.0,84120.0,808230.0,64975.0,8980.0,87466.0,35154.0,405273.0,65154.0,47960.0,17087.0,13679.0,274941.0,120707.0,15472.0,20184.0,166095.0,82480.0,41156.0,40415.0,60144.0,58554.0,19777.0,63265.0,105461.0,125489.0,83831.0,34747.0,91244.0,13093.0,29558.0,32368.0,18402.0,110818.0,21499.0,246088.0,132867.0,13559.0,171859.0,45760.0,47505.0,175195.0,12065.0,59486.0,17589.0,86330.0,324491.0,32786.0,8860.0,92655.0,82815.0,28015.0,81380.0,6373.0,825.0,25433.0,562.0
"Provide consultation to parents, teachers, administrators, and others on topics such as learning styles and behavior modification techniques.",provide consultation to parents teachers administrators and others on topics such as learning styles and behavior modification techniques,Advise others on educational matters.,Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,School Psychologists,school psychologists,19-3031.01,School Psychologists,19-3034,19-3034.00,Psychologists,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,3.804682622268471,False,0.7984884615384615,4.03,100.0,0.1751301908713694,0.3,E1,E2,95990.0,75060.0,94460.0,92380.0,64030.0,127780.0,124770.0,100600.0,95990.0,107500.0,84760.0,99110.0,82110.0,71700.0,84690.0,77640.0,74410.0,73020.0,75370.0,69020.0,81650.0,109700.0,98670.0,83960.0,85190.0,61070.0,70290.0,80010.0,88980.0,93680.0,73490.0,95160.0,110360.0,106550.0,73220.0,68960.0,91010.0,64930.0,106070.0,82190.0,94900.0,76720.0,78370.0,76850.0,83690.0,77820.0,82820.0,85670.0,108780.0,75220.0,83330.0,83740.0,95990.0,97210.0,95990.0,63940.0,370.0,120.0,1100.0,440.0,8340.0,1380.0,1140.0,280.0,250.0,2020.0,1650.0,90.0,310.0,3590.0,710.0,400.0,630.0,590.0,670.0,120.0,1520.0,3300.0,1480.0,1060.0,475.0,520.0,170.0,440.0,290.0,360.0,2130.0,630.0,9070.0,1540.0,90.0,2050.0,510.0,570.0,2600.0,210.0,720.0,110.0,900.0,4250.0,490.0,180.0,1200.0,1420.0,250.0,1180.0,120.0,27.0,810.0,13.0
"Provide consulting services in fields such as resource development and management, business location and market area analysis, environmental hazards, regional cultural history, and urban social planning.",provide consulting services in fields such as resource development and management business location and market area analysis environmental hazards regional cultural history and urban social planning,Advise others on business or operational matters.,Advise others on business or operational matters.,Providing Consultation and Advice to Others,Geographers,geographers,19-3092.00,Geographers,19-3092,19-3092.00,Miscellaneous Social Scientists and Related Workers,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.447351280937907,False,0.2273265384615384,3.18,85.0,0.1516867742915558,1.015411584884651,E2,E2,102040.0,102040.0,102040.0,102040.0,102040.0,114460.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,92640.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,114920.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,79170.0,102040.0,102040.0,108020.0,112260.0,102040.0,102040.0,102040.0,102040.0,102040.0,102040.0,1400.0,19.0,3.0,29.0,12.0,80.0,90.0,15.0,4.0,6.0,89.0,44.0,6.0,8.0,40.0,29.0,14.0,13.0,18.0,17.0,6.0,210.0,33.0,39.0,26.0,10.0,40.0,5.0,9.0,14.0,6.0,38.0,8.0,87.0,44.0,4.0,50.0,15.0,18.0,54.0,4.0,21.0,4.0,29.0,180.0,16.0,3.0,130.0,40.0,6.0,26.0,3.0,1.0,8.0,0.0
"Provide consulting services, including educational programs, outreach programs, or prevention talks to schools, social service agencies, businesses, or the general public.",provide consulting services including educational programs outreach programs or prevention talks to schools social service agencies businesses or the general public,Advise others on educational matters.,Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,"Clinical, Counseling, and School Psychologists",clinical counseling and school psychologists,19-3031.00,Clinical and Counseling Psychologists,19-3033,19-3033.00,Psychologists,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0113071264295034,3.595688470886611,False,0.3091184615384615,3.17,96.0,0.1225044367905801,0.6,E2,E0,100580.0,90800.0,124270.0,119010.0,77520.0,116000.0,113290.0,100580.0,113050.0,107000.0,85610.0,96060.0,117860.0,97790.0,83750.0,84990.0,91690.0,76690.0,99140.0,71330.0,100580.0,100580.0,115180.0,84730.0,107030.0,76000.0,99410.0,68160.0,94540.0,102650.0,64270.0,127090.0,124800.0,114400.0,92130.0,116130.0,101190.0,79950.0,134350.0,91870.0,107490.0,92700.0,80130.0,76820.0,83660.0,99170.0,83270.0,86520.0,115240.0,77040.0,113360.0,89890.0,100580.0,67660.0,100580.0,75990.0,260.0,40.0,730.0,370.0,12840.0,1170.0,660.0,280.0,220.0,3040.0,1120.0,250.0,300.0,5810.0,1850.0,440.0,400.0,710.0,320.0,311.0,2140.0,2860.0,2170.0,1290.0,210.0,840.0,150.0,770.0,680.0,330.0,2700.0,423.0,8420.0,2770.0,170.0,2080.0,950.0,540.0,3140.0,420.0,1119.0,120.0,1180.0,3640.0,1020.0,190.0,2140.0,1270.0,920.0,1150.0,50.0,32.0,330.0,16.0
Provide consulting services to other physicians.,provide consulting services to other physicians,Advise medical personnel regarding healthcare issues.,Advise others on healthcare or wellness issues.,Providing Consultation and Advice to Others,"Pediatricians, General",pediatricians general,29-1065.00,"Pediatricians, General",29-1221,29-1221.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.110888911108889,False,0.7033961538461538,3.5,75.98,0.039040921488925,0.1,E1,E2,210040.0,209490.0,267390.0,233950.0,160440.0,214140.0,196440.0,216830.0,219190.0,79240.0,182010.0,149990.0,197090.0,297680.0,196760.0,177300.0,262440.0,209840.0,175690.0,502720.0,245920.0,181640.0,221170.0,204690.0,226660.0,183650.0,223910.0,273260.0,175990.0,210040.0,273410.0,201560.0,202390.0,212150.0,183550.0,234950.0,217970.0,236780.0,224690.0,226440.0,218080.0,217120.0,257610.0,176210.0,173360.0,210360.0,215350.0,195940.0,169540.0,158470.0,269790.0,210040.0,210040.0,98350.0,210040.0,39390.0,532.0,60.0,1230.0,100.0,6680.0,570.0,1310.0,180.0,177.0,700.0,1230.0,470.0,60.0,1180.0,1080.0,230.0,110.0,380.0,40.0,130.0,580.0,2310.0,1340.0,890.0,40.0,500.0,50.0,290.0,390.0,210.0,1280.0,270.0,4570.0,740.0,90.0,2110.0,280.0,620.0,1120.0,180.0,420.0,80.0,740.0,2740.0,310.0,130.0,750.0,480.0,140.0,350.0,100.0,17.0,1020.0,8.0
"Provide counseling to patient and family members by providing information, education, or reassurance.",provide counseling to patient and family members by providing information education or reassurance,Communicate detailed medical information to patients or family members.,Explain medical information to patients or family members.,Interpreting the Meaning of Information for Others,Genetic Counselors,genetic counselors,29-9092.00,Genetic Counselors,29-9092,29-9092.00,Miscellaneous Health Practitioners and Technical Workers,Other Healthcare Practitioners and Technical Occupations,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.581371009942438,False,2.7305,4.74,100.0,0.3861000000000002,0.2,E0,E0,100040.0,100040.0,100040.0,102730.0,100040.0,137650.0,106100.0,101640.0,106010.0,100380.0,102330.0,82750.0,100040.0,100040.0,95880.0,89640.0,100040.0,100040.0,99770.0,100040.0,100040.0,94050.0,97240.0,84970.0,102010.0,100040.0,83980.0,100040.0,100040.0,100040.0,100040.0,117750.0,100040.0,107450.0,93570.0,100040.0,100670.0,100040.0,100040.0,94930.0,100040.0,93600.0,100040.0,94380.0,99450.0,98430.0,100040.0,99960.0,102920.0,100040.0,92170.0,100040.0,100040.0,100040.0,100040.0,3740.0,51.0,8.0,50.0,31.0,440.0,40.0,50.0,40.0,40.0,100.0,117.0,15.0,20.0,90.0,40.0,37.0,34.0,50.0,46.0,15.0,50.0,200.0,80.0,160.0,28.0,40.0,12.0,24.0,37.0,16.0,240.0,21.0,240.0,80.0,10.0,120.0,41.0,47.0,230.0,12.0,40.0,11.0,340.0,336.0,50.0,7.0,100.0,100.0,17.0,110.0,7.0,2.0,22.0,1.0
"Provide counseling to patient and family members by providing information, education, or reassurance.",provide counseling to patient and family members by providing information education or reassurance,Interact with patients to build rapport or provide emotional support.,Provide support or encouragement to others.,Coaching and Developing Others,Genetic Counselors,genetic counselors,29-9092.00,Genetic Counselors,29-9092,29-9092.00,Miscellaneous Health Practitioners and Technical Workers,Other Healthcare Practitioners and Technical Occupations,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.581371009942438,False,2.7305,4.74,100.0,0.3861000000000002,0.2,E0,E0,100040.0,100040.0,100040.0,102730.0,100040.0,137650.0,106100.0,101640.0,106010.0,100380.0,102330.0,82750.0,100040.0,100040.0,95880.0,89640.0,100040.0,100040.0,99770.0,100040.0,100040.0,94050.0,97240.0,84970.0,102010.0,100040.0,83980.0,100040.0,100040.0,100040.0,100040.0,117750.0,100040.0,107450.0,93570.0,100040.0,100670.0,100040.0,100040.0,94930.0,100040.0,93600.0,100040.0,94380.0,99450.0,98430.0,100040.0,99960.0,102920.0,100040.0,92170.0,100040.0,100040.0,100040.0,100040.0,3740.0,51.0,8.0,50.0,31.0,440.0,40.0,50.0,40.0,40.0,100.0,117.0,15.0,20.0,90.0,40.0,37.0,34.0,50.0,46.0,15.0,50.0,200.0,80.0,160.0,28.0,40.0,12.0,24.0,37.0,16.0,240.0,21.0,240.0,80.0,10.0,120.0,41.0,47.0,230.0,12.0,40.0,11.0,340.0,336.0,50.0,7.0,100.0,100.0,17.0,110.0,7.0,2.0,22.0,1.0
"Provide customer assistance and information, such as giving directions or handling wheelchairs.",provide customer assistance and information such as giving directions or handling wheelchairs,Provide transportation information to passengers or customers.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,Parking Lot Attendants,parking lot attendants,53-6021.00,Parking Attendants,53-6021,53-6021.00,Parking Attendants,Other Transportation Workers,Transportation and Material Moving Occupations,2026-05-31,0.0030529241359659,4.5,True,2.764917692307693,3.97,83.58,0.2014850444849876,0.1,E2,E0,35150.0,30350.0,36580.0,34230.0,29890.0,38060.0,39330.0,34360.0,34230.0,37220.0,29650.0,28960.0,33690.0,31990.0,36730.0,31360.0,30070.0,30320.0,31630.0,23920.0,30860.0,35210.0,37360.0,33690.0,35250.0,26420.0,31050.0,27100.0,32880.0,29750.0,36010.0,35100.0,30530.0,35920.0,30540.0,35550.0,30100.0,27230.0,38730.0,31100.0,34390.0,31490.0,34220.0,30780.0,31200.0,34630.0,38160.0,30110.0,43180.0,30460.0,31270.0,35780.0,35150.0,21840.0,35150.0,137880.0,1110.0,90.0,3130.0,310.0,21290.0,1390.0,2240.0,200.0,1900.0,17670.0,4660.0,1600.0,470.0,5320.0,1930.0,1050.0,90.0,1480.0,2130.0,100.0,1530.0,3330.0,3210.0,1470.0,320.0,1260.0,60.0,460.0,2660.0,320.0,5110.0,420.0,12440.0,2930.0,170.0,3050.0,870.0,1300.0,4930.0,520.0,1300.0,240.0,2660.0,12100.0,710.0,90.0,1830.0,2860.0,150.0,1290.0,110.0,59.0,1030.0,28.0
"Provide customer assistance and information, such as giving directions or handling wheelchairs.",provide customer assistance and information such as giving directions or handling wheelchairs,Assist customers to ensure comfort or safety.,"Provide general assistance to others, such as customers, patrons, or motorists.",Assisting and Caring for Others,Parking Lot Attendants,parking lot attendants,53-6021.00,Parking Attendants,53-6021,53-6021.00,Parking Attendants,Other Transportation Workers,Transportation and Material Moving Occupations,2026-05-31,0.0030529241359659,4.5,True,2.764917692307693,3.97,83.58,0.2014850444849876,0.1,E2,E0,35150.0,30350.0,36580.0,34230.0,29890.0,38060.0,39330.0,34360.0,34230.0,37220.0,29650.0,28960.0,33690.0,31990.0,36730.0,31360.0,30070.0,30320.0,31630.0,23920.0,30860.0,35210.0,37360.0,33690.0,35250.0,26420.0,31050.0,27100.0,32880.0,29750.0,36010.0,35100.0,30530.0,35920.0,30540.0,35550.0,30100.0,27230.0,38730.0,31100.0,34390.0,31490.0,34220.0,30780.0,31200.0,34630.0,38160.0,30110.0,43180.0,30460.0,31270.0,35780.0,35150.0,21840.0,35150.0,137880.0,1110.0,90.0,3130.0,310.0,21290.0,1390.0,2240.0,200.0,1900.0,17670.0,4660.0,1600.0,470.0,5320.0,1930.0,1050.0,90.0,1480.0,2130.0,100.0,1530.0,3330.0,3210.0,1470.0,320.0,1260.0,60.0,460.0,2660.0,320.0,5110.0,420.0,12440.0,2930.0,170.0,3050.0,870.0,1300.0,4930.0,520.0,1300.0,240.0,2660.0,12100.0,710.0,90.0,1830.0,2860.0,150.0,1290.0,110.0,59.0,1030.0,28.0
Provide customer service by greeting and assisting customers and responding to customer inquiries and complaints.,provide customer service by greeting and assisting customers and responding to customer inquiries and complaints,"Greet customers, patrons, or visitors.","Provide general assistance to others, such as customers, patrons, or motorists.",Assisting and Caring for Others,First-Line Supervisors of Retail Sales Workers,firstline supervisors of retail sales workers,41-1011.00,First-Line Supervisors of Retail Sales Workers,41-1011,41-1011.00,First-Line Supervisors of Sales Workers,Supervisors of Sales Workers,Sales and Related Occupations,2026-05-31,0.0452285057180138,4.416595502419584,False,5.974263076923077,4.7,99.86,0.5165624687905721,0.1,E1,E2,48520.0,44860.0,57080.0,48010.0,36950.0,54870.0,58200.0,56510.0,55710.0,58470.0,48410.0,46150.0,55850.0,46140.0,47990.0,47790.0,46610.0,46950.0,40080.0,43860.0,53580.0,47000.0,57490.0,46430.0,48770.0,45760.0,46860.0,49300.0,45280.0,46900.0,51650.0,57320.0,46550.0,58300.0,47760.0,49350.0,45680.0,45430.0,50660.0,46690.0,58570.0,47770.0,56680.0,47880.0,46280.0,47470.0,55760.0,47990.0,60750.0,39740.0,49550.0,45980.0,29720.0,30090.0,44880.0,1121800.0,25020.0,3030.0,20260.0,11050.0,109180.0,26390.0,13910.0,4200.0,1470.0,80470.0,36900.0,6580.0,7330.0,36940.0,22090.0,9970.0,9250.0,18290.0,16910.0,5760.0,23080.0,20240.0,30750.0,21530.0,13020.0,19160.0,5830.0,7010.0,10500.0,6610.0,31160.0,7660.0,50830.0,39890.0,2640.0,39110.0,15340.0,13940.0,40970.0,3880.000000000001,19390.0,3660.0,26470.0,103410.0,10270.0,2310.0,32250.0,27640.0,7420.0,17750.0,3060.0,690.0,12700.0,440.0
Provide customer service by greeting and assisting customers and responding to customer inquiries and complaints.,provide customer service by greeting and assisting customers and responding to customer inquiries and complaints,Answer customer questions about goods or services.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,First-Line Supervisors of Retail Sales Workers,firstline supervisors of retail sales workers,41-1011.00,First-Line Supervisors of Retail Sales Workers,41-1011,41-1011.00,First-Line Supervisors of Sales Workers,Supervisors of Sales Workers,Sales and Related Occupations,2026-05-31,0.0452285057180138,4.416595502419584,False,5.974263076923077,4.7,99.86,0.5165624687905721,0.1,E1,E2,48520.0,44860.0,57080.0,48010.0,36950.0,54870.0,58200.0,56510.0,55710.0,58470.0,48410.0,46150.0,55850.0,46140.0,47990.0,47790.0,46610.0,46950.0,40080.0,43860.0,53580.0,47000.0,57490.0,46430.0,48770.0,45760.0,46860.0,49300.0,45280.0,46900.0,51650.0,57320.0,46550.0,58300.0,47760.0,49350.0,45680.0,45430.0,50660.0,46690.0,58570.0,47770.0,56680.0,47880.0,46280.0,47470.0,55760.0,47990.0,60750.0,39740.0,49550.0,45980.0,29720.0,30090.0,44880.0,1121800.0,25020.0,3030.0,20260.0,11050.0,109180.0,26390.0,13910.0,4200.0,1470.0,80470.0,36900.0,6580.0,7330.0,36940.0,22090.0,9970.0,9250.0,18290.0,16910.0,5760.0,23080.0,20240.0,30750.0,21530.0,13020.0,19160.0,5830.0,7010.0,10500.0,6610.0,31160.0,7660.0,50830.0,39890.0,2640.0,39110.0,15340.0,13940.0,40970.0,3880.000000000001,19390.0,3660.0,26470.0,103410.0,10270.0,2310.0,32250.0,27640.0,7420.0,17750.0,3060.0,690.0,12700.0,440.0
"Provide customers with information on routes, gates, prices, timetables, terminals, or concourses.",provide customers with information on routes gates prices timetables terminals or concourses,Provide transportation information to passengers or customers.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,"Transportation Attendants, Except Flight Attendants",transportation attendants except flight attendants,53-6061.00,Passenger Attendants,53-6061,53-6061.00,Passenger Attendants,Other Transportation Workers,Transportation and Material Moving Occupations,2026-05-31,0.0030529241359659,4.808681842244574,False,3.375933846153846,4.67,35.53,0.353810961809989,0.2,E2,E2,37720.0,37720.0,54290.0,36820.0,37720.0,43340.0,37550.0,34320.0,37720.0,52730.0,29680.0,26330.0,42360.0,37720.0,38930.0,37720.0,37720.0,37720.0,44810.0,37720.0,37720.0,33350.0,43350.0,40250.0,37720.0,37720.0,34110.0,37720.0,37720.0,32130.0,37720.0,39760.0,37720.0,41590.0,35740.0,37720.0,26220.0,32920.0,39910.0,33000.0,37720.0,28710.0,37720.0,27380.0,31230.0,25840.0,37720.0,38810.0,41760.0,37720.0,24650.0,37720.0,37720.0,37720.0,37720.0,27110.0,366.0,220.0,250.0,226.0,2810.0,870.0,110.0,84.0,710.0,2590.0,847.0,610.0,149.0,1700.0,554.0,270.0,249.0,346.0,335.0,111.0,950.0,1330.0,840.0,511.0,201.0,480.0,89.0,177.0,90.0,118.0,640.0,151.0,3190.0,110.0,74.0,961.0,40.0,341.0,500.0,87.0,120.0,79.0,300.0,5170.0,370.0,53.0,70.0,900.0,122.0,330.0,49.0,12.0,163.0,6.0
"Provide customers with information, such as quotes, orders, sales, shipping, warranties, credit, funding options, incentives, or tax rebates.",provide customers with information such as quotes orders sales shipping warranties credit funding options incentives or tax rebates,Explain technical product or service information to customers.,Explain technical details of products or services.,Interpreting the Meaning of Information for Others,Solar Sales Representatives and Assessors,solar sales representatives and assessors,41-4011.07,Solar Sales Representatives and Assessors,41-4011,41-4011.07,"Sales Representatives, Wholesale and Manufacturing","Sales Representatives, Wholesale and Manufacturing",Sales and Related Occupations,2026-05-31,0.0113071264295034,4.200731452455591,False,2.285850769230769,4.58,96.83,0.1680994820668891,0.1,E1,E2,104920.0,87140.0,77080.0,100620.0,71830.0,124220.0,135000.0,98000.0,107830.0,92940.0,107700.0,128850.0,126110.0,101390.0,107570.0,102910.0,103380.0,130850.0,97640.0,124200.0,101850.0,95040.0,118980.0,125650.0,103000.0,74990.0,94840.0,83610.0,84400.0,98500.0,97960.0,131360.0,87310.0,129410.0,125370.0,102720.0,108370.0,72480.0,113830.0,103790.0,117670.0,111190.0,104920.0,94450.0,99080.0,104920.0,95900.0,128270.0,127390.0,97230.0,78480.0,100850.0,104920.0,62160.0,104920.0,55905.0,1091.0,173.0,3478.0,597.0,10832.0,1629.0,1170.0,377.0,236.0,7789.0,2238.0,212.0,738.0,2886.0,1716.0,1013.0,958.0,1637.0,919.0,229.0,2485.0,4574.0,3588.0,1947.0,318.0,1986.0,271.0,667.0,738.0,1044.0,2198.0,385.0,4122.0,4707.0,200.0,3875.0,1559.0,1193.0,2823.0,208.0,1476.0,679.0,3255.0,17431.0,1543.0,161.0,2379.0,3910.0,298.0,1331.0,110.0,24.0,424.0,11.0
"Provide customers with information, such as quotes, orders, sales, shipping, warranties, credit, funding options, incentives, or tax rebates.",provide customers with information such as quotes orders sales shipping warranties credit funding options incentives or tax rebates,Explain financial information to customers.,Explain financial information.,Interpreting the Meaning of Information for Others,Solar Sales Representatives and Assessors,solar sales representatives and assessors,41-4011.07,Solar Sales Representatives and Assessors,41-4011,41-4011.07,"Sales Representatives, Wholesale and Manufacturing","Sales Representatives, Wholesale and Manufacturing",Sales and Related Occupations,2026-05-31,0.0113071264295034,4.200731452455591,False,2.285850769230769,4.58,96.83,0.1680994820668891,0.1,E1,E2,104920.0,87140.0,77080.0,100620.0,71830.0,124220.0,135000.0,98000.0,107830.0,92940.0,107700.0,128850.0,126110.0,101390.0,107570.0,102910.0,103380.0,130850.0,97640.0,124200.0,101850.0,95040.0,118980.0,125650.0,103000.0,74990.0,94840.0,83610.0,84400.0,98500.0,97960.0,131360.0,87310.0,129410.0,125370.0,102720.0,108370.0,72480.0,113830.0,103790.0,117670.0,111190.0,104920.0,94450.0,99080.0,104920.0,95900.0,128270.0,127390.0,97230.0,78480.0,100850.0,104920.0,62160.0,104920.0,55905.0,1091.0,173.0,3478.0,597.0,10832.0,1629.0,1170.0,377.0,236.0,7789.0,2238.0,212.0,738.0,2886.0,1716.0,1013.0,958.0,1637.0,919.0,229.0,2485.0,4574.0,3588.0,1947.0,318.0,1986.0,271.0,667.0,738.0,1044.0,2198.0,385.0,4122.0,4707.0,200.0,3875.0,1559.0,1193.0,2823.0,208.0,1476.0,679.0,3255.0,17431.0,1543.0,161.0,2379.0,3910.0,298.0,1331.0,110.0,24.0,424.0,11.0
Provide customers with ongoing technical support.,provide customers with ongoing technical support,Advise customers on the use of products or services.,Advise others on products or services.,Providing Consultation and Advice to Others,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",sales representatives wholesale and manufacturing technical and scientific products,41-4011.00,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",41-4011,41-4011.00,"Sales Representatives, Wholesale and Manufacturing","Sales Representatives, Wholesale and Manufacturing",Sales and Related Occupations,2026-05-31,0.0113071264295034,4.107882930997651,False,1.0434565384615384,3.68,78.38,0.0645669578080936,0.1,E1,E2,104920.0,87140.0,77080.0,100620.0,71830.0,124220.0,135000.0,98000.0,107830.0,92940.0,107700.0,128850.0,126110.0,101390.0,107570.0,102910.0,103380.0,130850.0,97640.0,124200.0,101850.0,95040.0,118980.0,125650.0,103000.0,74990.0,94840.0,83610.0,84400.0,98500.0,97960.0,131360.0,87310.0,129410.0,125370.0,102720.0,108370.0,72480.0,113830.0,103790.0,117670.0,111190.0,104920.0,94450.0,99080.0,104920.0,95900.0,128270.0,127390.0,97230.0,78480.0,100850.0,104920.0,62160.0,104920.0,228895.0,4469.0,707.0,14242.0,2443.0,44348.0,6671.0,4790.0,1543.0,964.0,31891.0,9162.0,868.0,3022.0,11814.0,7024.0,4147.0,3922.0,6703.0,3761.0,937.0,10175.0,18726.0,14692.0,7973.0,1302.0,8134.0,1109.0,2733.0,3022.0,4276.0,9002.0,1575.0,16878.0,19273.0,820.0,15865.0,6381.0,4887.0,11557.0,852.0,6044.0,2781.0,13325.0,71369.0,6317.0,659.0,9741.0,16010.0,1222.0,5449.0,450.0,98.0,1736.0,47.0
"Provide direct service and support to individuals or clients, such as handling a referral for child advocacy issues, conducting a needs evaluation, or resolving complaints.",provide direct service and support to individuals or clients such as handling a referral for child advocacy issues conducting a needs evaluation or resolving complaints,Conduct opinion surveys or needs assessments.,Collect data about consumer needs or opinions.,Getting Information,Social and Community Service Managers,social and community service managers,11-9151.00,Social and Community Service Managers,11-9151,11-9151.00,Social and Community Service Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.814221441896192,False,1.9315665384615384,4.19,86.62,0.5522286365825982,0.4,E0,E0,80390.0,72310.0,98370.0,77550.0,56100.0,83210.0,97440.0,75520.0,75950.0,106700.0,76050.0,73290.0,76370.0,79120.0,78380.0,73940.0,65940.0,79260.0,76960.0,82090.0,76160.0,87450.0,81380.0,85500.0,84220.0,67330.0,71970.0,73640.0,73790.0,65570.0,82290.0,95290.0,81290.0,95980.0,79590.0,86630.0,73890.0,73720.0,87010.0,75280.0,77570.0,73410.0,86870.0,88240.0,76520.0,83200.0,80760.0,94970.0,103000.0,62060.0,82130.0,66330.0,80390.0,60280.0,64990.0,209330.0,2350.0,830.0,3010.0,2850.0,33510.0,2800.0,4350.0,930.0,640.0,8600.0,4460.0,980.0,820.0,7520.0,2950.0,2790.0,1570.0,2280.0,2680.0,1620.0,4300.0,8800.0,6320.0,5430.0,1120.0,3060.0,820.0,1320.0,1200.0,1180.0,5530.0,1150.0,19340.0,4970.0,510.0,7422.0,1640.0,3390.0,10220.0,1370.0,1990.0,450.0,2770.0,13460.0,2140.0,1200.0,3300.0,3650.0,820.0,3580.0,350.0,89.0,840.0,60.0
"Provide direct service and support to individuals or clients, such as handling a referral for child advocacy issues, conducting a needs evaluation, or resolving complaints.",provide direct service and support to individuals or clients such as handling a referral for child advocacy issues conducting a needs evaluation or resolving complaints,Resolve customer complaints or problems.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,Social and Community Service Managers,social and community service managers,11-9151.00,Social and Community Service Managers,11-9151,11-9151.00,Social and Community Service Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.814221441896192,False,1.9315665384615384,4.19,86.62,0.5522286365825982,0.4,E0,E0,80390.0,72310.0,98370.0,77550.0,56100.0,83210.0,97440.0,75520.0,75950.0,106700.0,76050.0,73290.0,76370.0,79120.0,78380.0,73940.0,65940.0,79260.0,76960.0,82090.0,76160.0,87450.0,81380.0,85500.0,84220.0,67330.0,71970.0,73640.0,73790.0,65570.0,82290.0,95290.0,81290.0,95980.0,79590.0,86630.0,73890.0,73720.0,87010.0,75280.0,77570.0,73410.0,86870.0,88240.0,76520.0,83200.0,80760.0,94970.0,103000.0,62060.0,82130.0,66330.0,80390.0,60280.0,64990.0,209330.0,2350.0,830.0,3010.0,2850.0,33510.0,2800.0,4350.0,930.0,640.0,8600.0,4460.0,980.0,820.0,7520.0,2950.0,2790.0,1570.0,2280.0,2680.0,1620.0,4300.0,8800.0,6320.0,5430.0,1120.0,3060.0,820.0,1320.0,1200.0,1180.0,5530.0,1150.0,19340.0,4970.0,510.0,7422.0,1640.0,3390.0,10220.0,1370.0,1990.0,450.0,2770.0,13460.0,2140.0,1200.0,3300.0,3650.0,820.0,3580.0,350.0,89.0,840.0,60.0
Provide direction and assistance to other organizational units regarding accounting and budgeting policies and procedures and efficient control and utilization of financial resources.,provide direction and assistance to other organizational units regarding accounting and budgeting policies and procedures and efficient control and utilization of financial resources,Advise others on business or operational matters.,Advise others on business or operational matters.,Providing Consultation and Advice to Others,Treasurers and Controllers,treasurers and controllers,11-3031.01,Treasurers and Controllers,11-3031,11-3031.01,Financial Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.741472952422334,False,0.4078846153846154,3.9,80.0,0.3466551147384074,1.372079744573694,E2,E2,166570.0,140500.0,127030.0,139830.0,116570.0,180770.0,182690.0,174830.0,181580.0,188880.0,153280.0,166790.0,134210.0,127210.0,165880.0,135840.0,133320.0,159380.0,130650.0,126800.0,133610.0,158750.0,206760.0,139370.0,163410.0,111390.0,143460.0,131060.0,140360.0,132490.0,144730.0,199110.0,133700.0,219880.0,166780.0,135890.0,140870.0,132460.0,156460.0,145610.0,166940.0,136160.0,159700.0,141010.0,164860.0,150450.0,128690.0,185220.0,174840.0,113140.0,139720.0,124910.0,80390.0,90660.0,94990.0,294643.0,7200.0,2121.0,15647.0,7477.0,97990.0,11174.0,21045.0,2951.0,9378.0,51363.0,22463.0,3980.0,3276.0,55364.0,13190.0,9588.0,5450.0,6963.0,7425.0,3276.0,20762.0,27462.0,23618.0,17517.0,3644.0,13999.0,1586.0,5912.0,8496.0,4547.0,32510.0,2657.0,84863.0,23587.0,2247.0,28732.0,7005.0,7992.0,33794.0,2699.0,9472.0,1050.0,18514.0,75475.0,9304.0,1880.0,21896.0,13579.0,2741.0,16309.0,767.0,399.0,3991.0,179.0
Provide education and counseling on illness and injury prevention.,provide education and counseling on illness and injury prevention,"Provide health and wellness advice to patients, program participants, or caregivers.",Advise patients or clients on medical issues.,Providing Consultation and Advice to Others,Sports Medicine Physicians,sports medicine physicians,29-1069.11,Sports Medicine Physicians,29-1229,29-1229.06,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.071459181487038,False,1.7047553846153845,4.09,97.02,0.1237937089355157,0.1,E0,E2,265930.0,272610.0,355100.0,312490.0,136880.0,281590.0,298320.0,214990.0,297470.0,77430.0,262180.0,266880.0,339290.0,299340.0,132540.0,366190.0,295190.0,221540.0,327390.0,350920.0,419410.0,212080.0,236580.0,155480.0,367320.0,228130.0,227980.0,438850.0,290470.0,252120.0,361300.0,285010.0,327670.0,242500.0,260330.0,454550.0,297440.0,259220.0,347180.0,217310.0,228590.0,274480.0,265930.0,301290.0,269800.0,228060.0,343050.0,278530.0,307170.0,258020.0,391740.0,342800.0,265930.0,172230.0,265930.0,48944.0,2274.0,154.0,3884.0,2451.0,14584.0,1137.0,2685.0,783.0,1120.0,13361.0,4901.0,1045.0,971.0,11876.0,3862.0,823.0,2988.0,1908.0,2708.0,765.0,5907.0,4690.0,7512.0,3056.0,364.0,2279.0,331.0,668.0,1371.0,571.0,5558.0,1102.0,9483.0,8043.0,423.0,12087.0,1440.0,2359.0,13595.0,674.0,2576.0,114.0,3050.0,17548.0,2005.0,251.0,4844.0,3599.0,1131.0,3627.0,251.0,21.0,531.0,10.0
Provide education or counseling to individuals and families.,provide education or counseling to individuals and families,Counsel clients on mental health or personal achievement.,Counsel others about personal matters.,Providing Consultation and Advice to Others,Neuropsychologists and Clinical Neuropsychologists,neuropsychologists and clinical neuropsychologists,19-3039.01,Neuropsychologists,19-3039,19-3039.02,Psychologists,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0056535632147517,3.141961293112769,False,1.5433846153846154,4.4,100.0,0.1224705882352941,0.1,E0,E0,110840.0,136070.0,110840.0,137510.0,114340.0,157540.0,120660.0,125020.0,110840.0,125110.0,134690.0,110840.0,135680.0,121140.0,69810.0,123640.0,138420.0,110840.0,149990.0,104460.0,110840.0,109970.0,129410.0,88510.0,115650.0,103380.0,134890.0,126960.0,131640.0,146850.0,120790.0,132220.0,110840.0,128320.0,126440.0,110840.0,132060.0,141290.0,86680.0,95650.0,130960.0,136990.0,132170.0,138070.0,110840.0,135200.0,81080.0,140640.0,128230.0,46350.0,81860.0,110840.0,110840.0,110840.0,110840.0,37640.0,220.0,78.0,480.0,240.0,3200.0,760.0,420.0,116.0,460.0,1820.0,2080.0,320.0,140.0,2240.0,400.0,120.0,346.0,600.0,340.0,220.0,1680.0,1000.0,820.0,660.0,140.0,500.0,80.0,100.0,200.0,164.0,740.0,220.0,1360.0,1140.0,104.0,820.0,180.0,1680.0,1560.0,180.0,280.0,60.0,400.0,3384.0,220.0,160.0,1020.0,740.0,460.0,2160.0,68.0,16.0,226.0,8.0
Provide education or counseling to individuals and families.,provide education or counseling to individuals and families,Counsel clients on mental health or personal achievement.,Counsel others about personal matters.,Providing Consultation and Advice to Others,Neuropsychologists and Clinical Neuropsychologists,neuropsychologists and clinical neuropsychologists,19-3039.01,Clinical Neuropsychologists,19-3039,19-3039.03,Psychologists,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0056535632147517,3.141961293112769,False,0.9493892307692308,4.67,100.0,0.229605,0.3,E0,E0,110840.0,136070.0,110840.0,137510.0,114340.0,157540.0,120660.0,125020.0,110840.0,125110.0,134690.0,110840.0,135680.0,121140.0,69810.0,123640.0,138420.0,110840.0,149990.0,104460.0,110840.0,109970.0,129410.0,88510.0,115650.0,103380.0,134890.0,126960.0,131640.0,146850.0,120790.0,132220.0,110840.0,128320.0,126440.0,110840.0,132060.0,141290.0,86680.0,95650.0,130960.0,136990.0,132170.0,138070.0,110840.0,135200.0,81080.0,140640.0,128230.0,46350.0,81860.0,110840.0,110840.0,110840.0,110840.0,37640.0,220.0,78.0,480.0,240.0,3200.0,760.0,420.0,116.0,460.0,1820.0,2080.0,320.0,140.0,2240.0,400.0,120.0,346.0,600.0,340.0,220.0,1680.0,1000.0,820.0,660.0,140.0,500.0,80.0,100.0,200.0,164.0,740.0,220.0,1360.0,1140.0,104.0,820.0,180.0,1680.0,1560.0,180.0,280.0,60.0,400.0,3384.0,220.0,160.0,1020.0,740.0,460.0,2160.0,68.0,16.0,226.0,8.0
Provide feedback and recommendations to developers on software usability and functionality.,provide feedback and recommendations to developers on software usability and functionality,Recommend changes to improve computer or information systems.,Advise others on the design or use of technologies.,Providing Consultation and Advice to Others,"Software Developers, Applications",software developers applications,15-1132.00,Software Quality Assurance Analysts and Testers,15-1253,15-1253.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0226142528590069,4.300111754546378,False,1.841773846153846,4.27,97.06,0.1311206841132742,0.1,E1,E1,114549.41176470587,108307.0588235294,114549.41176470587,110045.29411764706,111294.89619377164,143515.58823529413,128445.88235294116,109510.0,114782.35294117648,114191.17647058824,110165.0,112089.11764705884,109759.70588235294,120062.54325259516,113710.0,93134.70588235294,97098.82352941176,100614.41176470587,88776.76470588235,78453.82352941176,98043.23529411764,120022.9411764706,136121.76470588235,107406.76470588236,110872.0588235294,84885.29411764706,98662.0588235294,109772.9411764706,102180.29411764706,119163.13148788927,117653.5294117647,124798.5294117647,119148.82352941176,135779.41176470587,111493.5294117647,90934.11764705884,103205.58823529413,90770.58823529413,119530.58823529413,103874.70588235294,111107.64705882352,107836.76470588236,77240.29411764706,101195.58823529413,111652.9411764706,97212.0588235294,92335.88235294116,126400.88235294116,140793.5294117647,81291.17647058824,100160.58823529413,114750.1903114187,114549.41176470587,67413.23529411765,114549.41176470587,672406.1764705882,6836.176470588235,1117.8529411764705,14941.764705882351,5745.588235294118,110753.52941176471,17472.05882352941,5204.117647058823,1445.2941176470588,2494.1176470588234,35416.17647058824,20889.117647058825,2341.4117647058824,2239.1176470588234,22635.29411764706,5660.588235294117,3601.176470588235,5164.705882352941,3080.2941176470586,1624.4117647058824,1166.470588235294,14120.294117647058,20082.647058823528,16414.70588235294,13390.588235294115,845.0000000000001,8459.117647058823,800.2941176470589,3187.6470588235293,2321.470588235294,4027.941176470588,21115.29411764706,1585.5882352941176,43799.70588235294,24930.58823529412,604.4117647058824,17467.35294117647,3321.7647058823527,8307.35294117647,21156.17647058824,1910.8823529411768,5457.352941176471,918.8235294117646,7191.764705882353,66272.05882352941,12092.35294117647,677.9411764705883,35434.117647058825,40018.82352941176,1121.1764705882351,9600.882352941177,1304.3529411764705,286.0,836.1764705882354,138.0
Provide feedback to design engineers on customer problems or needs.,provide feedback to design engineers on customer problems or needs,"Recommend technical design or process changes to improve efficiency, quality, or performance.",Advise others on business or operational matters.,Providing Consultation and Advice to Others,Mechanical Engineers,mechanical engineers,17-2141.00,Mechanical Engineers,17-2141,17-2141.00,Mechanical Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.421142114211422,False,0.6983376923076923,3.35,86.3,0.0449423037177231,0.1,E1,E2,104110.0,100230.0,124340.0,100270.0,80180.0,130900.0,124430.0,105090.0,125130.0,133300.0,99980.0,100620.0,98740.0,93190.0,102680.0,99590.0,97700.0,86260.0,101050.0,119540.0,102430.0,122870.0,119300.0,104890.0,99140.0,98000.0,99330.0,94190.0,88060.0,102680.0,103660.0,112300.0,157710.0,102440.0,100720.0,86330.0,99100.0,101850.0,103470.0,97920.0,116230.0,104580.0,88380.0,99550.0,112410.0,102500.0,107330.0,104180.0,110430.0,97390.0,95870.0,117750.0,61510.0,72240.0,104110.0,122670.0,1656.0,314.0,4174.0,1165.0,25236.0,5943.0,3802.0,504.0,510.00000000000006,8878.0,4373.0,438.0,884.0,9746.0,7183.0,2868.0,3827.0,3447.0,1562.0,736.0,5414.0,7679.999999999999,28625.0,4869.0,1298.0,4025.0,413.0,785.0,1165.0,2281.0,3455.0,2240.0,7100.0,7902.0,653.0,11895.0,1876.0,2414.0,11200.0,1289.0,4778.0,463.0,3249.0,18251.0,2786.0,438.0,6175.0,6811.0,628.0,6175.0,190.0,116.0,405.0,30.0
Provide feedback to health service providers regarding improving service accessibility or acceptability.,provide feedback to health service providers regarding improving service accessibility or acceptability,Advise others on ways to improve processes or products.,Advise others on business or operational matters.,Providing Consultation and Advice to Others,Community Health Workers,community health workers,21-1094.00,Community Health Workers,21-1094,21-1094.00,Miscellaneous Community and Social Service Specialists,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0030529241359659,4.468569107342338,False,0.0897584615384615,2.99,59.87,0.0073430876775488,0.2,E1,E2,51850.0,43340.0,52000.0,48950.0,44890.0,58050.0,59260.0,53560.0,55850.0,62510.0,45420.0,50680.0,58450.0,52050.0,49240.0,47960.0,47780.0,47300.0,48230.0,46450.0,48670.0,50550.0,55560.0,49380.0,47560.0,39520.0,48770.0,49780.0,51780.0,57730.0,66680.0,55790.0,54830.0,58130.0,47560.0,59610.0,50650.0,45790.0,53350.0,50710.0,53100.0,47970.0,45700.0,42310.0,48720.0,55700.0,51500.0,48910.0,57070.0,37950.0,51210.0,54020.0,51850.0,36900.0,51850.0,61660.0,270.0,400.0,1140.0,514.0,9500.0,1132.0,290.0,280.0,280.0,1220.0,490.0,240.0,270.0,2040.0,1310.0,390.0,240.0,980.0,210.0,360.0,3030.0,2970.0,1890.0,1260.0,410.0,1820.0,330.0,160.0,670.0,200.0,1330.0,610.0,5800.0,1680.0,90.0,1910.0,600.0,1980.0,1970.0,520.0,540.0,270.0,520.0,4210.0,580.0,170.0,620.0,2640.0,310.0,630.0,140.0,26.0,670.0,13.0
Provide feedback to health service providers regarding improving service accessibility or acceptability.,provide feedback to health service providers regarding improving service accessibility or acceptability,Recommend changes or corrective procedures.,Advise others on business or operational matters.,Providing Consultation and Advice to Others,Community Health Workers,community health workers,21-1094.00,Community Health Workers,21-1094,21-1094.00,Miscellaneous Community and Social Service Specialists,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0030529241359659,4.468569107342338,False,0.0897584615384615,2.99,59.87,0.0073430876775488,0.2,E1,E2,51850.0,43340.0,52000.0,48950.0,44890.0,58050.0,59260.0,53560.0,55850.0,62510.0,45420.0,50680.0,58450.0,52050.0,49240.0,47960.0,47780.0,47300.0,48230.0,46450.0,48670.0,50550.0,55560.0,49380.0,47560.0,39520.0,48770.0,49780.0,51780.0,57730.0,66680.0,55790.0,54830.0,58130.0,47560.0,59610.0,50650.0,45790.0,53350.0,50710.0,53100.0,47970.0,45700.0,42310.0,48720.0,55700.0,51500.0,48910.0,57070.0,37950.0,51210.0,54020.0,51850.0,36900.0,51850.0,61660.0,270.0,400.0,1140.0,514.0,9500.0,1132.0,290.0,280.0,280.0,1220.0,490.0,240.0,270.0,2040.0,1310.0,390.0,240.0,980.0,210.0,360.0,3030.0,2970.0,1890.0,1260.0,410.0,1820.0,330.0,160.0,670.0,200.0,1330.0,610.0,5800.0,1680.0,90.0,1910.0,600.0,1980.0,1970.0,520.0,540.0,270.0,520.0,4210.0,580.0,170.0,620.0,2640.0,310.0,630.0,140.0,26.0,670.0,13.0
"Provide feedback to students, using positive reinforcement techniques to encourage, motivate, or build confidence in students.",provide feedback to students using positive reinforcement techniques to encourage motivate or build confidence in students,Encourage students.,Provide support or encouragement to others.,Coaching and Developing Others,Tutors,tutors,25-3099.02,Tutors,25-3041,25-3041.00,Tutors,Other Teachers and Instructors,Educational Instruction and Library Occupations,2026-05-31,0.0452285057180138,3.4380691168403725,False,4.8363,4.86,100.0,0.415905,0.1,E0,E2,43350.0,35500.0,45990.0,38940.0,30830.0,45100.0,47420.0,50350.0,33240.0,43350.0,37310.0,47380.0,36590.0,34990.0,37400.0,38090.0,36790.0,34170.0,34240.0,33780.0,49880.0,52810.0,60900.0,37380.0,44800.0,49610.0,32270.0,41380.0,38470.0,30420.0,53790.0,42270.0,36660.0,47100.0,42390.0,46190.0,43610.0,34510.0,48280.0,36270.0,77850.0,33220.0,38760.0,50280.0,33620.0,35190.0,53920.0,40750.0,45360.0,44070.0,41340.0,82290.0,30410.0,41890.0,43350.0,175070.0,890.0,550.0,2730.0,720.0,45370.0,2500.0,3230.0,590.0,785.0,12220.0,5690.0,1130.0,760.0,5910.0,1770.0,610.0,1290.0,780.0,540.0,340.0,4300.0,4610.0,6010.0,1370.0,1220.0,1670.0,450.0,950.0,1070.0,700.0,5270.0,460.0,12730.0,5780.0,110.0,5760.0,1220.0,1130.0,4540.0,300.0,1510.0,250.0,3310.0,10690.0,3150.0,130.0,4090.0,2460.0,280.0,1530.0,200.0,30.0,250.0,36.0
"Provide guests with information about local areas, including directions.",provide guests with information about local areas including directions,Provide customers with general information or assistance.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,Waiters and Waitresses,waiters and waitresses,35-3031.00,Waiters and Waitresses,35-3031,35-3031.00,Waiters and Waitresses,Food and Beverage Serving Workers,Food Preparation and Serving Related Occupations,2026-05-31,0.0339213792885103,4.69066255098666,False,2.298282307692308,3.45,94.99,0.1809284850233793,0.3775037876971084,E1,E2,35230.0,26840.0,26310.0,43950.0,24680.0,36080.0,44860.0,37770.0,36880.0,47850.0,36150.0,18700.0,62390.0,30050.0,31200.0,28480.0,21000.0,36120.0,29660.0,15080.0,43370.0,36750.0,38460.0,37760.0,25470.0,21370.0,29400.0,23370.0,33770.0,26410.0,38430.0,44960.0,36920.0,47020.0,32150.0,30890.0,36700.0,17910.0,48410.0,34690.0,35420.0,18370.0,28990.0,27760.0,23240.0,31150.0,59140.0,44760.0,56130.0,35380.0,29670.0,23920.0,20320.0,22790.0,36340.0,2270910.0,28760.0,3830.0,55950.0,17880.0,229970.0,40680.0,22370.0,7580.0,11530.0,207180.0,76470.0,14090.0,10950.0,72900.0,43620.0,22410.0,19480.0,27150.0,33870.0,9090.0,38120.0,54670.0,65090.0,37630.0,15190.0,41640.0,7200.0,13310.0,42520.0,10030.0,55800.0,12740.0,142940.0,71940.0,5250.0,77250.0,27000.0,23040.0,82300.0,10160.0,47200.0,7350.0,52120.0,199610.0,17790.0,4040.0,59370.0,45400.0,8600.0,36220.0,3620.0,1550.0,12260.0,690.0
Provide individual support or counseling in general wellness or nutrition.,provide individual support or counseling in general wellness or nutrition,"Provide health and wellness advice to patients, program participants, or caregivers.",Advise patients or clients on medical issues.,Providing Consultation and Advice to Others,Fitness and Wellness Coordinators,fitness and wellness coordinators,11-9039.02,Fitness and Wellness Coordinators,11-9179,11-9179.01,Personal Service Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0226142528590069,4.440236051502146,False,0.6069230769230769,3.44,96.15,0.2048048336433777,0.4580035873119797,E2,E2,69770.0,69770.0,69770.0,69770.0,69770.0,77840.0,83080.0,69770.0,69770.0,69770.0,61460.0,73720.0,88130.0,69770.0,63500.0,61300.0,69720.0,69770.0,69770.0,69770.0,69770.0,83990.0,69770.0,52840.0,69770.0,44600.0,69770.0,69770.0,58640.0,69770.0,69770.0,77350.0,69770.0,65150.0,73990.0,69770.0,58940.0,64810.0,64910.0,72640.0,69770.0,61100.0,69770.0,72360.0,61310.0,51500.0,99570.0,65800.0,75700.0,69770.0,104860.0,69770.0,69770.0,69770.0,69770.0,5599.0,76.0,12.0,116.0,47.0,2154.0,32.0,61.0,17.0,25.0,355.0,150.0,118.0,31.0,107.0,129.0,246.0,51.0,72.0,70.0,23.0,547.0,130.0,158.0,105.0,64.0,105.0,18.0,86.0,56.0,25.0,182.0,31.0,439.0,257.0,15.0,198.0,54.0,86.0,300.0,18.0,83.0,16.0,182.0,504.0,62.0,32.0,86.0,54.0,25.0,64.0,10.0,2.0,33.0,1.0
Provide individualized instruction and tutorial or remedial instruction.,provide individualized instruction and tutorial or remedial instruction,Tutor students who need extra assistance.,Teach academic or vocational subjects.,Training and Teaching Others,"Vocational Education Teachers, Postsecondary",vocational education teachers postsecondary,25-1194.00,"Career/Technical Education Teachers, Postsecondary",25-1194,25-1194.00,Miscellaneous Postsecondary Teachers,Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0339213792885103,2.7493744787322765,False,2.0423361538461537,4.31,96.19,0.818836557912755,0.5,E0,E2,63820.0,62580.0,77310.0,64930.0,50120.0,76630.0,70130.0,59420.0,62400.0,59220.0,59990.0,60320.0,51990.0,59730.0,62480.0,57820.0,62270.0,48790.0,61080.0,56480.0,61740.0,62060.0,78780.0,63440.0,76920.0,50670.0,59640.0,57270.0,60490.0,61740.0,65040.0,72440.0,60490.0,75170.0,62390.0,73570.0,60600.0,67060.0,65430.0,63160.0,65210.0,79610.0,72940.0,62310.0,65180.0,50740.0,62450.0,57820.0,77530.0,65200.0,82620.0,74210.0,63820.0,42470.0,63820.0,114110.0,2350.0,1120.0,2190.0,1550.0,11040.0,2060.0,1130.0,190.0,512.0,7600.0,3920.0,70.0,570.0,4420.0,2250.0,1170.0,1160.0,1560.0,780.0,510.0,780.0,1660.0,3480.0,1510.0,1030.0,1630.0,430.0,470.0,950.0,220.0,2590.0,1070.0,5250.0,6510.0,430.0,3440.0,3040.0,1140.0,4780.0,310.0,1980.0,350.0,2140.0,12620.0,2280.0,210.0,1860.0,3610.0,300.0,2000.0,360.0,49.0,1530.0,23.0
"Provide information about, and enforce, regulations, such as those concerning environmental protection, resource utilization, fire safety, and accident prevention.",provide information about and enforce regulations such as those concerning environmental protection resource utilization fire safety and accident prevention,Advise others on management of emergencies or hazardous situations or materials.,Advise others on workplace health or safety issues.,Providing Consultation and Advice to Others,Forest and Conservation Technicians,forest and conservation technicians,19-4093.00,Forest and Conservation Technicians,19-4071,19-4071.00,Forest and Conservation Technicians,"Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.451569202980357,False,0.7153661538461538,3.47,85.14,0.0952654100888288,0.2,E2,E2,54560.0,56720.0,68160.0,56660.0,53290.0,58120.0,57550.0,54560.0,54560.0,54560.0,52420.0,50710.0,50040.0,53290.0,52790.0,48660.0,52000.0,41660.0,43660.0,59370.0,54560.0,64980.0,56480.0,45760.0,58990.0,52420.0,33920.0,52420.0,51630.0,54230.0,51630.0,54560.0,53000.0,58030.0,48360.0,68600.0,48840.0,53930.0,55910.0,57370.0,54560.0,55910.0,54770.0,47940.0,52200.0,47940.0,54160.0,49960.0,54160.0,54600.0,62700.0,53290.0,54560.0,54560.0,54560.0,30410.0,180.0,500.0,1310.0,310.0,6640.0,1040.0,330.0,94.0,136.0,380.0,230.0,140.0,2020.0,820.0,150.0,380.0,170.0,240.0,210.0,124.0,130.0,707.0,560.0,580.0,250.0,600.0,1760.0,100.0,750.0,60.0,833.0,880.0,190.0,650.0,160.0,230.0,130.0,2530.0,420.0,97.0,180.0,350.0,390.0,600.0,1140.0,50.0,380.0,1160.0,100.0,620.0,560.0,13.0,182.0,6.0
"Provide information about establishment, such as location of departments or offices, employees within the organization, or services provided.",provide information about establishment such as location of departments or offices employees within the organization or services provided,Discuss goods or services information with customers or patrons.,Explain technical details of products or services.,Interpreting the Meaning of Information for Others,Receptionists and Information Clerks,receptionists and information clerks,43-4171.00,Receptionists and Information Clerks,43-4171,43-4171.00,Receptionists and Information Clerks,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.714359185352809,False,2.840398461538461,4.02,88.32,0.2128991953215245,0.1,E1,E2,38010.0,32590.0,44720.0,38730.0,34840.0,44100.0,42010.0,40630.0,36310.0,49060.0,36810.0,36100.0,41600.0,36810.0,37400.0,36160.0,37330.0,36050.0,32940.0,32750.0,42440.0,38100.0,43870.0,37470.0,37510.0,31160.0,35740.0,37360.0,37860.0,37050.0,38160.0,41650.0,35140.0,43080.0,35440.0,39530.0,35920.0,34560.0,40900.0,36810.0,42620.0,35510.0,38280.0,34910.0,35210.0,36960.0,38370.0,37060.0,44710.0,31920.0,41150.0,37480.0,23290.0,22890.0,34630.0,910180.0,10460.0,1530.0,23220.0,10870.0,82470.0,11020.0,14980.0,2880.0,2000.0,63280.0,26080.0,3510.0,5340.0,40370.0,17360.0,4660.0,7290.0,9290.0,12820.0,3440.0,18390.0,18970.0,25230.0,11800.0,6920.0,18890.0,1280.0,6750.0,10650.0,5320.0,42060.0,5650.0,65010.0,20080.0,1930.0,30850.0,9380.0,13590.0,37830.0,4270.0,11280.0,5760.0,11460.0,78330.0,12020.0,1160.0,23360.0,26500.0,5470.0,25580.0,1540.0,210.0,4030.0,120.0
"Provide information about potential health hazards and possible interventions to the media, the public, other health care professionals, or local, state, and federal health authorities.",provide information about potential health hazards and possible interventions to the media the public other health care professionals or local state and federal health authorities,Communicate health and wellness information to the public.,Provide information or assistance to the public.,Communicating with People Outside the Organization,Preventive Medicine Physicians,preventive medicine physicians,29-1069.09,Preventive Medicine Physicians,29-1229,29-1229.05,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.7620000000000005,False,0.2924292307692308,4.06,100.0,0.0162857359911406,0.1,E2,E2,265930.0,272610.0,355100.0,312490.0,136880.0,281590.0,298320.0,214990.0,297470.0,77430.0,262180.0,266880.0,339290.0,299340.0,132540.0,366190.0,295190.0,221540.0,327390.0,350920.0,419410.0,212080.0,236580.0,155480.0,367320.0,228130.0,227980.0,438850.0,290470.0,252120.0,361300.0,285010.0,327670.0,242500.0,260330.0,454550.0,297440.0,259220.0,347180.0,217310.0,228590.0,274480.0,265930.0,301290.0,269800.0,228060.0,343050.0,278530.0,307170.0,258020.0,391740.0,342800.0,265930.0,172230.0,265930.0,68695.0,3191.0,216.0,5452.0,3440.0,20469.0,1596.0,3768.0,1098.0,1571.0,18753.0,6879.0,1467.0,1363.0,16669.0,5420.0,1155.0,4193.0,2678.0,3800.0,1074.0,8290.0,6583.0,10543.0,4289.0,511.0,3199.0,465.0,938.0,1924.0,802.0,7801.0,1547.0,13309.0,11289.0,593.0,16965.0,2020.0,3311.0,19082.0,946.0,3616.0,160.0,4281.0,24630.0,2814.0,353.0,6799.0,5051.0,1587.0,5091.0,353.0,29.0,746.0,14.0
"Provide information about rental items, such as availability, operation, or description.",provide information about rental items such as availability operation or description,Explain technical product or service information to customers.,Explain technical details of products or services.,Interpreting the Meaning of Information for Others,Counter and Rental Clerks,counter and rental clerks,41-2021.00,Counter and Rental Clerks,41-2021,41-2021.00,Counter and Rental Clerks and Parts Salespersons,Retail Sales Workers,Sales and Related Occupations,2026-05-31,0.0030529241359659,4.3471286493423165,False,4.334596923076923,4.4,79.33,0.2997558010885927,0.1,E1,E1,41300.0,35170.0,43450.0,43920.0,34940.0,45010.0,46240.0,39490.0,38600.0,53760.0,37870.0,38590.0,44420.0,39370.0,38140.0,36680.0,38960.0,39090.0,38990.0,34910.0,46870.0,39490.0,44070.0,39350.0,44850.0,36160.0,37920.0,43900.0,36450.0,39140.0,47250.0,48900.0,35580.0,46270.0,38230.0,44620.0,38590.0,37160.0,43820.0,42910.0,46360.0,37340.0,36400.0,37960.0,37250.0,37550.0,48430.0,45540.0,47820.0,34780.0,45720.0,43860.0,23600.0,23110.0,29560.0,400810.0,8010.0,660.0,11080.0,3560.0,67770.0,13900.0,3060.0,870.0,480.0,27160.0,11490.0,1700.0,2070.0,8440.0,7990.0,1900.0,2990.0,2960.0,3740.0,1180.0,4060.0,8220.0,13410.0,4710.0,2820.0,4880.0,1490.0,3960.0,2460.0,1590.0,9540.0,2360.0,18320.0,17580.0,1460.0,9400.0,3920.0,5450.0,10780.0,840.0,6280.0,690.0,7640.0,36600.0,3280.0,750.0,12910.0,14600.0,2300.0,6600.0,900.0,200.0,1680.0,140.0
"Provide information about rental items, such as availability, operation, or description.",provide information about rental items such as availability operation or description,Advise customers on the use of products or services.,Advise others on products or services.,Providing Consultation and Advice to Others,Counter and Rental Clerks,counter and rental clerks,41-2021.00,Counter and Rental Clerks,41-2021,41-2021.00,Counter and Rental Clerks and Parts Salespersons,Retail Sales Workers,Sales and Related Occupations,2026-05-31,0.0030529241359659,4.3471286493423165,False,4.334596923076923,4.4,79.33,0.2997558010885927,0.1,E1,E1,41300.0,35170.0,43450.0,43920.0,34940.0,45010.0,46240.0,39490.0,38600.0,53760.0,37870.0,38590.0,44420.0,39370.0,38140.0,36680.0,38960.0,39090.0,38990.0,34910.0,46870.0,39490.0,44070.0,39350.0,44850.0,36160.0,37920.0,43900.0,36450.0,39140.0,47250.0,48900.0,35580.0,46270.0,38230.0,44620.0,38590.0,37160.0,43820.0,42910.0,46360.0,37340.0,36400.0,37960.0,37250.0,37550.0,48430.0,45540.0,47820.0,34780.0,45720.0,43860.0,23600.0,23110.0,29560.0,400810.0,8010.0,660.0,11080.0,3560.0,67770.0,13900.0,3060.0,870.0,480.0,27160.0,11490.0,1700.0,2070.0,8440.0,7990.0,1900.0,2990.0,2960.0,3740.0,1180.0,4060.0,8220.0,13410.0,4710.0,2820.0,4880.0,1490.0,3960.0,2460.0,1590.0,9540.0,2360.0,18320.0,17580.0,1460.0,9400.0,3920.0,5450.0,10780.0,840.0,6280.0,690.0,7640.0,36600.0,3280.0,750.0,12910.0,14600.0,2300.0,6600.0,900.0,200.0,1680.0,140.0
"Provide information and advice regarding drug interactions, side effects, dosage, and proper medication storage.",provide information and advice regarding drug interactions side effects dosage and proper medication storage,Communicate detailed medical information to patients or family members.,Explain medical information to patients or family members.,Interpreting the Meaning of Information for Others,Pharmacists,pharmacists,29-1051.00,Pharmacists,29-1051,29-1051.00,Pharmacists,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0113071264295034,3.8688238315356953,False,5.469143076923077,4.68,100.0,0.4633938095238094,0.1,E1,E2,140910.0,134630.0,167310.0,146930.0,136060.0,164610.0,156030.0,141290.0,152880.0,153400.0,135970.0,137120.0,163220.0,144900.0,139080.0,144290.0,138860.0,137800.0,136530.0,132410.0,140930.0,138990.0,138170.0,137860.0,159740.0,133230.0,137610.0,142080.0,139330.0,140030.0,143020.0,137620.0,147000.0,142090.0,138860.0,142040.0,137020.0,135140.0,165960.0,138160.0,128180.0,135700.0,146790.0,133390.0,138260.0,144240.0,136270.0,144060.0,160610.0,133430.0,148740.0,139550.0,129090.0,111270.0,134970.0,321970.0,5400.0,560.0,6900.0,2900.0,34030.0,4560.0,3490.0,790.0,850.0,21540.0,10530.0,1190.0,1790.0,12070.0,6430.0,3230.0,3500.0,5030.0,5610.0,1380.0,5400.0,7230.0,8780.0,6310.0,3050.0,6740.0,1190.0,2450.0,2500.0,1130.0,9420.0,1730.0,19760.0,11430.0,1070.0,12790.0,3610.0,3250.0,14090.0,1510.0,5320.0,1280.0,8250.0,24700.0,2830.0,530.0,7980.0,7350.0,2260.0,5730.0,510.0,70.0,2220.0,50.0
"Provide information and advice regarding drug interactions, side effects, dosage, and proper medication storage.",provide information and advice regarding drug interactions side effects dosage and proper medication storage,Advise patients on effects of health conditions or treatments.,Advise patients or clients on medical issues.,Providing Consultation and Advice to Others,Pharmacists,pharmacists,29-1051.00,Pharmacists,29-1051,29-1051.00,Pharmacists,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0113071264295034,3.8688238315356953,False,5.469143076923077,4.68,100.0,0.4633938095238094,0.1,E1,E2,140910.0,134630.0,167310.0,146930.0,136060.0,164610.0,156030.0,141290.0,152880.0,153400.0,135970.0,137120.0,163220.0,144900.0,139080.0,144290.0,138860.0,137800.0,136530.0,132410.0,140930.0,138990.0,138170.0,137860.0,159740.0,133230.0,137610.0,142080.0,139330.0,140030.0,143020.0,137620.0,147000.0,142090.0,138860.0,142040.0,137020.0,135140.0,165960.0,138160.0,128180.0,135700.0,146790.0,133390.0,138260.0,144240.0,136270.0,144060.0,160610.0,133430.0,148740.0,139550.0,129090.0,111270.0,134970.0,321970.0,5400.0,560.0,6900.0,2900.0,34030.0,4560.0,3490.0,790.0,850.0,21540.0,10530.0,1190.0,1790.0,12070.0,6430.0,3230.0,3500.0,5030.0,5610.0,1380.0,5400.0,7230.0,8780.0,6310.0,3050.0,6740.0,1190.0,2450.0,2500.0,1130.0,9420.0,1730.0,19760.0,11430.0,1070.0,12790.0,3610.0,3250.0,14090.0,1510.0,5320.0,1280.0,8250.0,24700.0,2830.0,530.0,7980.0,7350.0,2260.0,5730.0,510.0,70.0,2220.0,50.0
"Provide information and advice to the public regarding the selection, purchase, and care of products.",provide information and advice to the public regarding the selection purchase and care of products,"Advise others on farming or forestry operations, regulations, or equipment.",Advise others on business or operational matters.,Providing Consultation and Advice to Others,"Farmworkers and Laborers, Crop, Nursery, and Greenhouse",farmworkers and laborers crop nursery and greenhouse,45-2092.00,"Farmworkers and Laborers, Crop, Nursery, and Greenhouse",45-2092,45-2092.00,Miscellaneous Agricultural Workers,Agricultural Workers,"Farming, Fishing, and Forestry Occupations",2026-05-31,0.0030529241359659,3.7368,False,1.8625630769230763,3.79,55.94,0.1007448274951661,0.1,E2,E2,35660.0,33870.0,36780.0,35080.0,32970.0,35580.0,38170.0,36950.0,33090.0,35660.0,30640.0,30300.0,36990.0,34470.0,41050.0,36980.0,37590.0,37020.0,33050.0,33260.0,39060.0,38420.0,38220.0,38680.0,38080.0,30250.0,36280.0,41390.0,39530.0,33280.0,35920.0,37710.0,31150.0,40930.0,33870.0,31080.0,37470.0,33090.0,34070.0,37010.0,37540.0,35110.0,42260.0,31020.0,32840.0,33490.0,35170.0,35580.0,39170.0,31050.0,35360.0,55180.0,35660.0,21960.0,35660.0,265500.0,740.0,120.0,7110.0,390.0,172260.0,2450.0,460.0,220.0,1191.0,9180.0,1610.0,700.0,2420.0,2850.0,910.0,930.0,900.0,510.0,570.0,280.0,1380.0,1340.0,5410.0,1200.0,300.0,2600.0,720.0,440.0,660.0,220.0,2430.0,1960.0,2760.0,2510.0,60.0,1990.0,1080.0,6780.0,2940.0,230.0,680.0,190.0,1080.0,4290.0,670.0,220.0,1590.0,13490.0,100.0,1490.0,50.0,113.0,1060.0,54.0
"Provide information or counseling regarding issues such as animal health care, behavior problems, or nutrition.",provide information or counseling regarding issues such as animal health care behavior problems or nutrition,"Provide health and wellness advice to patients, program participants, or caregivers.",Advise patients or clients on medical issues.,Providing Consultation and Advice to Others,Veterinary Technologists and Technicians,veterinary technologists and technicians,29-2056.00,Veterinary Technologists and Technicians,29-2056,29-2056.00,Health Practitioner Support Technologists and Technicians,Health Technologists and Technicians,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.071759747102212,False,1.6248796153846152,4.07,95.59,0.1240606349505468,0.1,E0,E2,47380.0,36590.0,46480.0,46300.0,38360.0,60630.0,49650.0,50950.0,48370.0,61270.0,46380.0,43060.0,48550.0,42120.0,46440.0,48720.0,45560.0,45810.0,39590.0,35530.0,50810.0,47350.0,49540.0,49710.0,57270.0,36380.0,43520.0,41170.0,43680.0,50250.0,48780.0,49050.0,44790.0,59010.0,47620.0,48790.0,47990.0,39100.0,55810.0,46430.0,45310.0,39020.0,45300.0,42810.0,39410.0,40560.0,49490.0,52090.0,59740.0,37700.0,47020.0,38650.0,47380.0,27970.0,47380.0,129140.0,1880.0,380.0,3970.0,320.0,11310.0,3720.0,1690.0,530.0,120.0,11380.0,2410.0,270.0,790.0,5040.0,1820.0,1220.0,1270.0,1670.0,2220.0,910.0,2540.0,3990.0,2550.0,3560.0,650.0,2040.0,480.0,690.0,1120.0,870.0,2910.0,890.0,5350.0,2580.0,340.0,4790.0,1060.0,1120.0,6620.0,530.0,2540.0,300.0,1640.0,16730.0,1550.0,390.0,2790.0,2290.0,400.0,2590.0,310.0,55.0,480.0,26.0
Provide information regarding the judicial system or other legal issues through the media and public speeches.,provide information regarding the judicial system or other legal issues through the media and public speeches,"Inform the public about policies, services or procedures.","Explain regulations, policies, or procedures.",Interpreting the Meaning of Information for Others,"Judges, Magistrate Judges, and Magistrates",judges magistrate judges and magistrates,23-1023.00,"Judges, Magistrate Judges, and Magistrates",23-1023,23-1023.00,"Judges, Magistrates, and Other Judicial Workers","Lawyers, Judges, and Related Workers",Legal Occupations,2026-05-31,0.0030529241359659,5.0,False,0.069921923076923,2.94,89.14,0.0138468303751092,0.3,E2,E2,153990.0,52850.0,183310.0,93280.0,153990.0,153990.0,198790.0,217760.0,131340.0,153990.0,186040.0,133660.0,211810.0,172920.0,153990.0,183000.0,147510.0,148910.0,150650.0,83040.0,161470.0,172190.0,221710.0,51210.0,190110.0,49960.0,153990.0,84630.0,208180.0,166360.0,153990.0,204160.0,205400.0,216390.0,153990.0,171100.0,95260.0,153990.0,166400.0,110580.0,239760.0,86210.0,153990.0,208350.0,139990.0,92780.0,194170.0,104000.0,134270.0,63240.0,76620.0,153990.0,153990.0,153990.0,153990.0,24030.0,560.0,140.0,590.0,240.0,2796.0,620.0,230.0,120.0,108.0,1380.0,1190.0,120.0,250.0,936.0,790.0,410.0,420.0,370.0,180.0,100.0,170.0,610.0,570.0,590.0,360.0,600.0,70.0,160.0,90.0,105.0,920.0,250.0,2270.0,759.0,130.0,1720.0,262.0,40.0,931.0,120.0,670.0,70.0,420.0,2770.0,100.0,80.0,1270.0,1040.0,350.0,130.0,43.0,10.0,490.0,5.0
"Provide information, such as directions, visiting hours, or patient status information to visitors or callers.",provide information such as directions visiting hours or patient status information to visitors or callers,"Provide basic information to guests, visitors, or clients.","Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,Nursing Assistants,nursing assistants,31-1014.00,Nursing Assistants,31-1131,31-1131.00,"Nursing Assistants, Orderlies, and Psychiatric Aides","Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",Healthcare Support Occupations,2026-05-31,0.271371034308083,4.7043671701205945,False,1.0490796153846154,3.39,67.98,0.0663546000418168,0.1,E1,E2,42260.0,34140.0,46370.0,44780.0,34430.0,47630.0,47380.0,44790.0,42030.0,47700.0,37510.0,37680.0,45350.0,38650.0,45960.0,38330.0,39350.0,38010.0,38370.0,30510.0,47070.0,43240.0,46680.0,39570.0,46680.0,31520.0,37680.0,40900.0,40000.0,45490.0,47870.0,46830.0,39390.0,48590.0,38460.0,45820.0,39010.0,35930.0,49830.0,44590.0,46440.0,37220.0,38800.0,37990.0,37500.0,39840.0,47130.0,43200.0,49180.0,36720.0,45130.0,39160.0,42260.0,22850.0,37240.0,1448910.0,25250.0,2060.0,20320.0,17260.0,110060.0,22240.0,21380.0,5530.0,3490.0,96960.0,43440.0,5050.0,7910.0,68640.0,33640.0,22670.0,24610.0,23410.0,20690.0,8540.0,27720.0,38130.0,43290.0,29120.0,14200.0,34050.0,4390.0,16450.0,8100.0,7810.0,32400.0,4750.0,87990.0,64010.0,6840.0,63280.0,19410.0,14800.0,67740.0,10220.0,21760.0,6860.0,27040.0,88680.0,12260.0,3030.0,40580.0,30270.0,9390.0,28370.0,2830.0,616.0,430.0,110.0
"Provide instructions to clients on how to obtain help with legal, financial, and other personal issues.",provide instructions to clients on how to obtain help with legal financial and other personal issues,Help clients get needed services or resources.,Assist others to access additional services or resources.,Assisting and Caring for Others,Marriage and Family Therapists,marriage and family therapists,21-1013.00,Marriage and Family Therapists,21-1013,21-1013.00,Counselors,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0030529241359659,4.228600000000001,False,1.3130765384615386,3.37,95.78,0.0984013037648304,0.1,E1,E0,66940.0,49990.0,60010.0,65290.0,64340.0,67300.0,60700.0,86250.0,76580.0,66940.0,56400.0,91550.0,141960.0,62700.0,60970.0,56810.0,67180.0,68710.0,52420.0,66940.0,71680.0,69900.0,67370.0,52270.0,72470.0,51440.0,60440.0,46960.0,62610.0,66940.0,60030.0,92150.0,70630.0,64430.0,48100.0,66940.0,70240.0,57670.0,91520.0,66040.0,66940.0,55430.0,44870.0,46700.0,46300.0,84980.0,62780.0,79900.0,60000.0,55700.0,37870.0,66940.0,66940.0,66940.0,66940.0,66740.0,190.0,60.0,1381.0,80.0,34970.0,900.0,260.0,400.0,299.0,930.0,2085.0,220.0,140.0,860.0,510.0,240.0,190.0,330.0,825.0,180.0,460.0,600.0,590.0,4870.0,140.0,390.0,100.0,260.0,662.0,70.0,4040.0,160.0,770.0,1400.0,183.0,460.0,728.0,850.0,2350.0,214.0,380.0,80.0,1440.0,1380.0,2390.0,130.0,930.0,1514.0,90.0,180.0,120.0,28.0,400.0,14.0
Provide media commentary or criticism related to public policy and political issues and events.,provide media commentary or criticism related to public policy and political issues and events,Present information to the public.,Provide information or assistance to the public.,Communicating with People Outside the Organization,Political Scientists,political scientists,19-3094.00,Political Scientists,19-3094,19-3094.00,Miscellaneous Social Scientists and Related Workers,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.7499,False,0.0372792307692307,2.65,100.0,0.0034188888888888,0.2,E2,E2,142080.0,142080.0,142080.0,108770.0,142080.0,142080.0,127260.0,142080.0,142080.0,152530.0,142080.0,142080.0,142080.0,142080.0,103780.0,142080.0,142080.0,142080.0,142080.0,142080.0,142080.0,153380.0,133930.0,86290.0,142080.0,142080.0,142080.0,142080.0,142080.0,142080.0,74560.0,142080.0,142080.0,142080.0,142080.0,142080.0,119370.0,142080.0,119460.0,140020.0,142080.0,142080.0,142080.0,142080.0,114050.0,142080.0,142080.0,142080.0,147060.0,142080.0,142080.0,142080.0,142080.0,142080.0,142080.0,5540.0,75.0,12.0,50.0,46.0,645.0,30.0,60.0,17.0,3070.0,90.0,173.0,22.0,30.0,110.0,113.0,55.0,51.0,71.0,68.0,23.0,100.0,170.0,180.0,104.0,41.0,104.0,18.0,36.0,55.0,24.0,152.0,31.0,130.0,175.0,15.0,40.0,60.0,70.0,70.0,18.0,82.0,16.0,116.0,160.0,61.0,11.0,145.0,110.0,25.0,104.0,10.0,2.0,33.0,1.0
"Provide occupational, educational, or other information to individuals so that they can make educational or vocational plans.",provide occupational educational or other information to individuals so that they can make educational or vocational plans,Counsel clients on mental health or personal achievement.,Counsel others about personal matters.,Providing Consultation and Advice to Others,"Clinical, Counseling, and School Psychologists",clinical counseling and school psychologists,19-3031.00,Clinical and Counseling Psychologists,19-3033,19-3033.00,Psychologists,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.322610614330507,False,0.2996923076923077,3.16,100.0,0.0262176470588235,0.1,E2,E2,100580.0,90800.0,124270.0,119010.0,77520.0,116000.0,113290.0,100580.0,113050.0,107000.0,85610.0,96060.0,117860.0,97790.0,83750.0,84990.0,91690.0,76690.0,99140.0,71330.0,100580.0,100580.0,115180.0,84730.0,107030.0,76000.0,99410.0,68160.0,94540.0,102650.0,64270.0,127090.0,124800.0,114400.0,92130.0,116130.0,101190.0,79950.0,134350.0,91870.0,107490.0,92700.0,80130.0,76820.0,83660.0,99170.0,83270.0,86520.0,115240.0,77040.0,113360.0,89890.0,100580.0,67660.0,100580.0,75990.0,260.0,40.0,730.0,370.0,12840.0,1170.0,660.0,280.0,220.0,3040.0,1120.0,250.0,300.0,5810.0,1850.0,440.0,400.0,710.0,320.0,311.0,2140.0,2860.0,2170.0,1290.0,210.0,840.0,150.0,770.0,680.0,330.0,2700.0,423.0,8420.0,2770.0,170.0,2080.0,950.0,540.0,3140.0,420.0,1119.0,120.0,1180.0,3640.0,1020.0,190.0,2140.0,1270.0,920.0,1150.0,50.0,32.0,330.0,16.0
Provide or coordinate troubleshooting support for data warehouses.,provide or coordinate troubleshooting support for data warehouses,Troubleshoot issues with computer applications or systems.,Resolve computer problems.,Working with Computers,Data Warehousing Specialists,data warehousing specialists,15-1199.07,Data Warehousing Specialists,15-1243,15-1243.01,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.699,False,0.39268,3.91,100.0,0.0981884162539875,0.3,E2,E2,139500.0,105450.0,112500.0,156100.0,104070.0,170160.0,154560.0,144460.0,147800.0,150010.0,138320.0,139500.0,134040.0,121380.0,142500.0,132830.0,124040.0,129990.0,125400.0,139500.0,133120.0,132940.0,161650.0,131000.0,133050.0,98420.0,110570.0,109990.0,134320.0,140200.0,139990.0,120790.0,117950.0,141350.0,134630.0,109430.0,132910.0,110110.0,138250.0,139500.0,140320.0,130000.0,136540.0,115170.0,151370.0,131740.0,139500.0,160360.0,128760.0,139500.0,137810.0,139500.0,139500.0,95620.0,139500.0,33570.0,270.0,70.0,1200.0,360.0,6210.0,1950.0,1140.0,104.0,790.0,1810.0,2590.0,60.0,260.0,1590.0,500.0,240.0,360.0,350.0,415.0,190.0,1370.0,2690.0,1390.0,1240.0,100.0,1410.0,110.0,673.0,420.0,120.0,3090.0,120.0,3850.0,4070.0,60.0,1820.0,860.0,730.0,2840.0,160.0,1160.0,40.0,650.0,8270.0,630.0,65.0,5260.0,2990.0,120.0,520.0,160.0,14.0,60.0,7.0
Provide patients or caregivers with assistance in locating health care resources.,provide patients or caregivers with assistance in locating health care resources,Advise patients on healthcare system processes.,Advise patients or clients on medical issues.,Providing Consultation and Advice to Others,Nurse Practitioners,nurse practitioners,29-1171.00,Nurse Practitioners,29-1171,29-1171.00,Nurse Practitioners,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.594964910326389,False,1.827310769230769,3.91,95.65,0.229173415336774,0.1544519945275051,E1,E2,132300.0,105750.0,155170.0,134420.0,125660.0,168520.0,132930.0,138470.0,131040.0,135880.0,129510.0,129430.0,135570.0,132540.0,130680.0,128830.0,130160.0,126650.0,122870.0,125600.0,130260.0,131110.0,142440.0,131450.0,133260.0,124730.0,129930.0,137210.0,132130.0,140670.0,137550.0,159310.0,137520.0,153510.0,128990.0,130070.0,124870.0,133390.0,155680.0,130140.0,135970.0,123290.0,128840.0,117590.0,131670.0,130920.0,134740.0,127810.0,156100.0,127320.0,131980.0,132200.0,118670.0,132300.0,132300.0,323040.0,5640.0,710.0,7219.999999999999,3970.0,25120.0,4270.0,3750.0,1430.0,680.0,21790.0,10460.0,550.0,1750.0,9270.0,7450.0,3240.0,3780.0,4770.0,5380.0,1650.0,6710.0,8070.0,8290.0,7779.999999999999,4690.0,7709.999999999999,1260.0,2340.0,1930.0,1770.0,9950.0,1770.0,22890.0,9800.0,1290.0,15400.0,3620.0,2820.0,10670.0,1180.0,5670.0,1020.0,12150.0,25970.0,2740.0,700.0,7110.0,6700.0,2550.0,5160.0,440.0,90.0,1937.0,66.0
"Provide patients with information needed to promote health, reduce risk factors, or prevent disease or disability.",provide patients with information needed to promote health reduce risk factors or prevent disease or disability,Communicate detailed medical information to patients or family members.,Explain medical information to patients or family members.,Interpreting the Meaning of Information for Others,Nurse Practitioners,nurse practitioners,29-1171.00,Nurse Practitioners,29-1171,29-1171.00,Nurse Practitioners,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,5.0,False,5.1737,4.83,100.0,0.1612053589749806,0.1295067073412164,E2,E2,132300.0,105750.0,155170.0,134420.0,125660.0,168520.0,132930.0,138470.0,131040.0,135880.0,129510.0,129430.0,135570.0,132540.0,130680.0,128830.0,130160.0,126650.0,122870.0,125600.0,130260.0,131110.0,142440.0,131450.0,133260.0,124730.0,129930.0,137210.0,132130.0,140670.0,137550.0,159310.0,137520.0,153510.0,128990.0,130070.0,124870.0,133390.0,155680.0,130140.0,135970.0,123290.0,128840.0,117590.0,131670.0,130920.0,134740.0,127810.0,156100.0,127320.0,131980.0,132200.0,118670.0,132300.0,132300.0,323040.0,5640.0,710.0,7219.999999999999,3970.0,25120.0,4270.0,3750.0,1430.0,680.0,21790.0,10460.0,550.0,1750.0,9270.0,7450.0,3240.0,3780.0,4770.0,5380.0,1650.0,6710.0,8070.0,8290.0,7779.999999999999,4690.0,7709.999999999999,1260.0,2340.0,1930.0,1770.0,9950.0,1770.0,22890.0,9800.0,1290.0,15400.0,3620.0,2820.0,10670.0,1180.0,5670.0,1020.0,12150.0,25970.0,2740.0,700.0,7110.0,6700.0,2550.0,5160.0,440.0,90.0,1937.0,66.0
"Provide private instruction to individual or small groups of students to improve academic performance, improve occupational skills, or prepare for academic or occupational tests.",provide private instruction to individual or small groups of students to improve academic performance improve occupational skills or prepare for academic or occupational tests,Tutor students who need extra assistance.,Teach academic or vocational subjects.,Training and Teaching Others,Tutors,tutors,25-3099.02,Tutors,25-3041,25-3041.00,Tutors,Other Teachers and Instructors,Educational Instruction and Library Occupations,2026-05-31,0.0226142528590069,2.892578970142796,False,4.176826153846154,4.45,100.0,3.0671241173294,0.8566922543283657,E0,E2,43350.0,35500.0,45990.0,38940.0,30830.0,45100.0,47420.0,50350.0,33240.0,43350.0,37310.0,47380.0,36590.0,34990.0,37400.0,38090.0,36790.0,34170.0,34240.0,33780.0,49880.0,52810.0,60900.0,37380.0,44800.0,49610.0,32270.0,41380.0,38470.0,30420.0,53790.0,42270.0,36660.0,47100.0,42390.0,46190.0,43610.0,34510.0,48280.0,36270.0,77850.0,33220.0,38760.0,50280.0,33620.0,35190.0,53920.0,40750.0,45360.0,44070.0,41340.0,82290.0,30410.0,41890.0,43350.0,175070.0,890.0,550.0,2730.0,720.0,45370.0,2500.0,3230.0,590.0,785.0,12220.0,5690.0,1130.0,760.0,5910.0,1770.0,610.0,1290.0,780.0,540.0,340.0,4300.0,4610.0,6010.0,1370.0,1220.0,1670.0,450.0,950.0,1070.0,700.0,5270.0,460.0,12730.0,5780.0,110.0,5760.0,1220.0,1130.0,4540.0,300.0,1510.0,250.0,3310.0,10690.0,3150.0,130.0,4090.0,2460.0,280.0,1530.0,200.0,30.0,250.0,36.0
"Provide product information, using lectures, films, charts, or slide shows.",provide product information using lectures films charts or slide shows,Deliver promotional presentations to current or prospective customers.,"Promote products, services, or programs.",Selling or Influencing Others,Demonstrators and Product Promoters,demonstrators and product promoters,41-9011.00,Demonstrators and Product Promoters,41-9011,41-9011.00,"Models, Demonstrators, and Product Promoters",Other Sales and Related Workers,Sales and Related Occupations,2026-05-31,0.0030529241359659,4.783857418549211,False,2.304373846153846,3.75,37.97,0.3780112701170206,0.3,E2,E0,39320.0,28630.0,39320.0,39780.0,33640.0,46220.0,37750.0,36890.0,31200.0,39750.0,31300.0,32180.0,38490.0,31370.0,36550.0,47630.0,37050.0,33770.0,42910.0,29680.0,35880.0,38900.0,47590.0,50290.0,34180.0,28470.0,37740.0,33070.0,32180.0,45030.0,38510.0,36420.0,29110.0,49150.0,36650.0,32180.0,34610.0,45760.0,38430.0,36910.0,47600.0,38590.0,29560.0,35070.0,38780.0,38280.0,37040.0,41600.0,38670.0,39320.0,38220.0,39320.0,39320.0,22530.0,39320.0,64520.0,871.0,134.0,3130.0,180.0,18140.0,1150.0,490.0,200.0,150.0,3160.0,560.0,280.0,330.0,2890.0,530.0,280.0,380.0,480.0,798.0,190.0,170.0,1000.0,1360.0,1400.0,160.0,610.0,100.0,200.0,1200.0,60.0,1550.0,560.0,4510.0,2037.0,177.0,710.0,470.0,1700.0,720.0,50.0,190.0,70.0,430.0,4930.0,800.0,150.0,1870.0,4020.000000000001,289.0,220.0,116.0,27.0,930.0,13.0
"Provide regulatory guidance to departments or development project teams regarding design, development, evaluation, or marketing of products.",provide regulatory guidance to departments or development project teams regarding design development evaluation or marketing of products,Advise others on legal or regulatory compliance matters.,Advise others on legal or regulatory matters.,Providing Consultation and Advice to Others,Regulatory Affairs Managers,regulatory affairs managers,11-9199.01,Regulatory Affairs Managers,11-9199,11-9199.01,Miscellaneous Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0113071264295034,4.561440892947743,False,0.5030630769230768,4.3,100.0,0.0764331556559382,0.2,E1,E2,141900.0,135890.0,127950.0,129870.0,87520.0,174560.0,171140.0,162690.0,168060.0,175720.0,108890.0,125000.0,130000.0,131550.0,140240.0,79900.0,128080.0,131710.0,122930.0,103140.0,115920.0,159040.0,182950.0,134260.0,152600.0,101570.0,125760.0,110470.0,116430.0,112040.0,145630.0,161510.0,123550.0,167200.0,141160.0,126440.0,129940.0,131870.0,125580.0,131600.0,165900.0,129960.0,119470.0,99430.0,134390.0,134890.0,125440.0,166230.0,164160.0,124940.0,107050.0,113420.0,104010.0,82250.0,95530.0,219480.0,2780.0,2455.0,12050.0,8029.0,140509.0,19839.0,10343.0,1806.0,26203.0,53365.0,48934.0,880.0,1736.0,44701.0,9863.0,5080.0,3796.0,3372.0,18654.0,2624.0,24735.0,14999.0,13235.0,5870.0,1355.0,16114.0,2258.0,3725.0,12854.0,1877.0,42711.0,5320.0,26061.0,30802.0,2878.0,10385.0,1891.0,10837.0,28460.0,1115.0,3118.0,804.0,24707.0,86650.0,12967.0,1496.0,30422.0,14802.0,5136.0,20093.0,1199.0,254.0,7831.0,198.0
Provide requested information on students' progress and the development of case plans.,provide requested information on students progress and the development of case plans,Inform individuals or organizations of status or findings.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,Residential Advisors,residential advisors,39-9041.00,Residential Advisors,39-9041,39-9041.00,Residential Advisors,Other Personal Care and Service Workers,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.78957895789579,False,0.7087065384615385,3.89,79.38,0.0524000572105075,0.1,E1,E2,42240.0,27650.0,46180.0,41480.0,38300.0,46650.0,44750.0,43620.0,34530.0,38480.0,40660.0,39380.0,36930.0,37160.0,44130.0,38850.0,36850.0,37680.0,30260.0,33800.0,43780.0,46950.0,48190.0,39730.0,48770.0,30900.0,36510.0,47230.0,45980.0,38790.0,49010.0,43880.0,37540.0,48380.0,39130.0,48590.0,38590.0,35390.0,47160.0,40010.0,45280.0,35780.0,38420.0,34700.0,37630.0,39240.0,44710.0,42890.0,48640.0,31840.0,41690.0,34500.0,42240.0,35540.0,42240.0,84760.0,2570.0,380.0,1260.0,910.0,8120.0,760.0,1250.0,350.0,670.0,1610.0,2460.0,640.0,400.0,2720.0,1360.0,780.0,510.0,1580.0,420.0,640.0,2640.0,5120.0,1770.0,3410.0,660.0,1380.0,350.0,230.0,190.0,420.0,1630.0,590.0,6150.0,2840.0,260.0,3070.0,1060.0,840.0,4380.0,460.0,1580.0,1780.0,2360.0,3630.0,990.0,170.0,2950.0,1810.0,1180.0,1190.0,152.0,36.0,30.0,17.0
"Provide scientific or technical guidance or expertise to scientists, engineers, technologists, technicians, or others, using knowledge of chemical, analytical, or biological processes as applied to micro and nanoscale systems.",provide scientific or technical guidance or expertise to scientists engineers technologists technicians or others using knowledge of chemical analytical or biological processes as applied to micro and nanoscale systems,Provide technical guidance to other personnel.,Advise others on the design or use of technologies.,Providing Consultation and Advice to Others,Nanosystems Engineers,nanosystems engineers,17-2199.09,Nanosystems Engineers,17-2199,17-2199.09,Miscellaneous Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,3.805819418058194,False,2.1410153846153843,4.28,90.48,0.1698538210024697,0.1,E1,E2,122930.0,152550.0,142390.0,102280.0,76940.0,130850.0,132590.0,124110.0,103580.0,151920.0,105410.0,112260.0,122800.0,130970.0,111930.0,120880.0,103090.0,76100.0,99830.0,99070.0,120430.0,129770.0,131260.0,121000.0,108850.0,111030.0,102980.0,97470.0,88490.0,103780.0,128130.0,132450.0,162070.0,117600.0,112450.0,100250.0,120470.0,119810.0,123220.0,108950.0,117080.0,110490.0,112260.0,96640.0,115810.0,110320.0,126550.0,148160.0,134570.0,118800.0,110360.0,113050.0,100010.0,81370.0,122930.0,22676.0,3565.0,206.0,1772.0,845.0,29475.0,2617.0,2503.0,70.0,3668.0,8860.0,4245.0,1133.0,577.0,2596.0,1587.0,1133.0,804.0,515.0,6501.0,608.0,7562.0,2936.0,7933.0,1329.0,495.0,1906.0,247.0,309.0,896.0,628.0,4677.0,2256.0,5934.0,4399.0,227.0,7212.0,886.0,2091.0,3348.0,391.0,1319.0,113.0,4533.0,11147.0,1803.0,402.0,5213.0,3688.0,680.0,711.0,113.0,82.0,917.0,5.0
"Provide staff and users with assistance solving computer-related problems, such as malfunctions and program problems.",provide staff and users with assistance solving computerrelated problems such as malfunctions and program problems,Provide technical support for software maintenance or use.,Advise others on the design or use of technologies.,Providing Consultation and Advice to Others,Computer Systems Analysts,computer systems analysts,15-1121.00,Computer Systems Analysts,15-1211,15-1211.00,Computer and Information Analysts,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0678427585770207,4.209565307604523,False,2.4941373076923075,4.05,96.19,0.1935629534284638,0.1,E1,E2,105850.0,101770.0,88520.0,103530.0,81760.0,127720.0,127750.0,109600.0,110560.0,116820.0,101900.0,106240.0,88640.0,75310.0,101570.0,98810.0,95920.0,100770.0,95090.0,95660.0,95820.0,113610.0,128240.0,103410.0,106350.0,86280.0,92060.0,91310.0,91810.0,104060.0,107670.0,122890.0,98220.0,109610.0,106850.0,105470.0,102320.0,95930.0,121620.0,98550.0,134630.0,98280.0,99790.0,95630.0,107390.0,98770.0,99610.0,120840.0,129410.0,105850.0,100440.0,109780.0,59900.0,63730.0,59430.0,421026.0,10632.0,681.0,18364.0,6645.0,95724.0,10098.0,7780.0,3468.0,4020.0,57165.0,18866.0,2707.0,2674.0,33405.0,15657.0,7715.0,6062.0,9611.0,4830.0,4020.0,24863.0,35917.0,22805.0,18364.0,1990.0,12529.0,1378.0,3955.0,4117.0,3387.0,26776.0,3712.0,39061.0,33891.0,454.0,31103.0,3710.0,9141.0,31524.0,1850.0,7699.999999999999,1799.0,16565.0,77782.0,4781.0,956.0,37586.0,39094.0,1669.0,13517.0,502.0,59.99999999999999,2075.0,65.0
Provide staff with assistance in performing difficult or complicated duties.,provide staff with assistance in performing difficult or complicated duties,Support the professional development of others.,Provide support or encouragement to others.,Coaching and Developing Others,First-Line Supervisors of Personal Service Workers,firstline supervisors of personal service workers,39-1021.00,"First-Line Supervisors of Entertainment and Recreation Workers, Except Gambling Services",39-1014,39-1014.00,First-Line Supervisors of Entertainment and Recreation Workers,Supervisors of Personal Care and Service Workers,Personal Care and Service Occupations,2026-05-31,0.0056535632147517,4.656567966159827,False,1.6262476923076925,4.06,100.0,0.3747652874497862,0.2,E0,E1,52648.57142857143,45328.16326530612,52521.02040816326,48103.87755102041,42089.59183673469,54053.87755102041,55753.87755102041,53239.59183673469,54649.59183673469,57843.87755102041,50041.02040816326,47236.73469387755,54613.87755102041,47862.44897959184,49236.73469387755,48879.59183673469,44101.02040816326,49516.73469387755,44841.02040816326,43812.44897959184,55429.59183673469,50978.16326530612,54821.02040816326,45913.87755102041,51263.87755102041,44126.73469387755,47903.87755102041,49351.02040816326,47435.30612244898,48341.02040816326,52028.16326530612,53005.30612244898,45022.44897959184,53865.30612244898,49031.02040816326,49248.16326530612,46221.02040816326,42915.30612244898,52588.16326530612,48365.30612244898,52128.16326530612,48878.16326530612,48346.73469387755,47205.30612244898,47212.44897959184,46846.73469387755,53829.59183673469,49358.16326530612,59136.73469387755,41461.02040816326,49328.16326530612,51036.73469387755,36049.59183673469,35923.87755102041,52648.57142857143,113021.42857142858,1701.7142857142858,371.4285714285714,2164.0,774.5714285714286,12277.428571428572,3274.2857142857147,1627.142857142857,364.2857142857143,343.42857142857144,6615.714285714285,3134.285714285714,649.4285714285714,625.4285714285714,3850.857142857143,1971.7142857142856,1116.0,875.1428571428571,1076.857142857143,1100.571428571429,386.57142857142856,2435.714285714286,2364.5714285714284,2708.5714285714284,2102.857142857143,772.8571428571429,1572.857142857143,422.5714285714286,717.1428571428571,1572.857142857143,653.7142857142857,3722.571428571429,431.1428571428572,5842.857142857143,3560.857142857143,260.0,3662.0,1089.428571428571,1555.7142857142856,5415.428571428572,389.1428571428571,1778.2857142857142,281.42857142857144,1747.7142857142858,9634.285714285714,1365.142857142857,252.57142857142856,3002.0,2005.428571428572,439.1428571428572,2655.428571428572,200.8571428571429,52.285714285714285,452.2857142857143,23.0
Provide staff with assistance in performing difficult or complicated duties.,provide staff with assistance in performing difficult or complicated duties,Provide information to coworkers.,Communicate with others about operational plans or activities.,"Communicating with Supervisors, Peers, or Subordinates",First-Line Supervisors of Non-Retail Sales Workers,firstline supervisors of nonretail sales workers,41-1012.00,First-Line Supervisors of Non-Retail Sales Workers,41-1012,41-1012.00,First-Line Supervisors of Sales Workers,Supervisors of Sales Workers,Sales and Related Occupations,2026-05-31,0.0056535632147517,4.656567966159827,False,1.6262476923076925,4.06,100.0,0.2739996717437236,0.2,E0,E2,87520.0,77070.0,83900.0,82350.0,64980.0,81140.0,110450.0,78950.0,86260.0,88420.0,81650.0,82400.0,63490.0,78200.0,88820.0,84650.0,89640.0,74220.0,73320.0,73700.0,82910.0,82620.0,115150.0,80170.0,88510.0,68180.0,79440.0,77030.0,82980.0,76750.0,97470.0,99030.0,75540.0,121780.0,91200.0,79060.0,81720.0,74840.0,80460.0,82870.0,85420.0,77130.0,105680.0,85980.0,74590.0,81600.0,81850.0,98170.0,95150.0,62970.0,91980.0,80230.0,45900.0,46260.0,77520.0,214390.0,2410.0,540.0,2550.0,1800.0,19600.0,8230.0,1430.0,960.0,580.0,15120.0,10460.0,890.0,970.0,5280.0,3820.0,2530.0,840.0,2090.0,1840.0,820.0,3050.0,5490.0,3490.0,2130.0,1860.0,2910.0,660.0,1870.0,1510.0,1460.0,10370.0,880.0,16870.0,11080.0,310.0,5980.0,2620.0,2080.0,5930.0,350.0,3230.0,680.0,4510.0,20690.0,1850.0,200.0,9020.0,4830.0,510.0,4930.0,260.0,50.0,1270.0,40.0
Provide staff with assistance in performing difficult or complicated duties.,provide staff with assistance in performing difficult or complicated duties,Exchange information with colleagues.,Communicate with others about operational plans or activities.,"Communicating with Supervisors, Peers, or Subordinates",First-Line Supervisors of Non-Retail Sales Workers,firstline supervisors of nonretail sales workers,41-1012.00,First-Line Supervisors of Non-Retail Sales Workers,41-1012,41-1012.00,First-Line Supervisors of Sales Workers,Supervisors of Sales Workers,Sales and Related Occupations,2026-05-31,0.0056535632147517,4.656567966159827,False,1.6262476923076925,4.06,100.0,0.2739996717437236,0.2,E0,E2,87520.0,77070.0,83900.0,82350.0,64980.0,81140.0,110450.0,78950.0,86260.0,88420.0,81650.0,82400.0,63490.0,78200.0,88820.0,84650.0,89640.0,74220.0,73320.0,73700.0,82910.0,82620.0,115150.0,80170.0,88510.0,68180.0,79440.0,77030.0,82980.0,76750.0,97470.0,99030.0,75540.0,121780.0,91200.0,79060.0,81720.0,74840.0,80460.0,82870.0,85420.0,77130.0,105680.0,85980.0,74590.0,81600.0,81850.0,98170.0,95150.0,62970.0,91980.0,80230.0,45900.0,46260.0,77520.0,214390.0,2410.0,540.0,2550.0,1800.0,19600.0,8230.0,1430.0,960.0,580.0,15120.0,10460.0,890.0,970.0,5280.0,3820.0,2530.0,840.0,2090.0,1840.0,820.0,3050.0,5490.0,3490.0,2130.0,1860.0,2910.0,660.0,1870.0,1510.0,1460.0,10370.0,880.0,16870.0,11080.0,310.0,5980.0,2620.0,2080.0,5930.0,350.0,3230.0,680.0,4510.0,20690.0,1850.0,200.0,9020.0,4830.0,510.0,4930.0,260.0,50.0,1270.0,40.0
"Provide statistical and computational tools for biologically based activities, such as genetic analysis, measurement of gene expression, or gene function determination.",provide statistical and computational tools for biologically based activities such as genetic analysis measurement of gene expression or gene function determination,Develop software or applications for scientific or technical use.,Design computer or information systems or applications.,Thinking Creatively,Bioinformatics Scientists,bioinformatics scientists,19-1029.01,Bioinformatics Scientists,19-1029,19-1029.01,Biological Scientists,Life Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.5883,False,0.5143769230769231,3.44,71.89,0.2106289029371212,0.7,E2,E2,98920.0,87260.0,106870.0,90290.0,76400.0,113530.0,93970.0,111940.0,113400.0,84590.0,83780.0,96820.0,95600.0,83320.0,82640.0,84570.0,82720.0,76400.0,79400.0,69590.0,104570.0,121680.0,107100.0,81540.0,76400.0,91170.0,63290.0,91560.0,82770.0,74210.0,83740.0,104750.0,84120.0,104120.0,100070.0,98920.0,95560.0,79950.0,86260.0,100780.0,101750.0,91560.0,73920.0,80500.0,80870.0,93250.0,77960.0,96030.0,108110.0,84590.0,78480.0,91560.0,78850.0,76400.0,98920.0,30550.0,558.0,607.0,1247.0,591.0,19495.0,1395.0,279.0,95.0,1395.0,3151.0,2018.0,607.0,706.0,2133.0,1050.0,903.0,1247.0,427.0,952.0,558.0,8156.0,4808.0,1411.0,1231.0,525.0,1838.0,903.0,394.0,673.0,509.0,886.0,689.0,4135.0,4562.0,84.0,1001.0,492.0,1149.0,2970.0,164.0,394.0,279.0,689.0,4070.0,968.0,148.0,2708.0,4299.0,377.0,1214.0,279.0,82.0,427.0,7.0
"Provide students with information on topics such as college degree programs and admission requirements, financial aid opportunities, trade and technical schools, and apprenticeship programs.",provide students with information on topics such as college degree programs and admission requirements financial aid opportunities trade and technical schools and apprenticeship programs,Counsel clients regarding educational or vocational issues.,Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,"Educational, Guidance, School, and Vocational Counselors",educational guidance school and vocational counselors,21-1012.00,"Educational, Guidance, and Career Counselors and Advisors",21-1012,21-1012.00,Counselors,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0030529241359659,3.632701915070774,False,1.7154784615384615,3.98,92.07,0.1303813290322189,0.1,E1,E2,64330.0,59570.0,82900.0,58250.0,59770.0,86500.0,64780.0,73910.0,74070.0,80470.0,53140.0,63720.0,61730.0,60320.0,62420.0,59260.0,56540.0,56590.0,64350.0,61870.0,58630.0,75820.0,79930.0,59440.0,64600.0,58710.0,58040.0,57900.0,62500.0,66710.0,71080.0,77910.0,77880.0,71610.0,57630.0,58960.0,61760.0,52040.0,66690.0,60880.0,75000.0,60340.0,51830.0,59960.0,67900.0,61320.0,64570.0,67660.0,82670.0,55520.0,62690.0,63430.0,64330.0,53000.0,62470.0,353310.0,4410.0,540.0,7330.0,2310.0,45140.0,6530.0,3370.0,1700.0,1690.0,22800.0,11460.0,1620.0,1990.0,13580.0,5610.0,3690.0,3100.0,5030.0,4820.0,1780.0,6600.0,11460.0,9170.0,4200.0,2620.0,8890.0,890.0,2190.0,2250.0,1650.0,8190.0,1780.0,23380.0,9430.0,840.0,13250.0,4830.0,3990.0,13570.0,1340.0,6460.0,1000.0,6470.0,31730.0,4070.0,1120.0,9450.0,6610.0,1260.0,5330.0,770.0,40.0,1050.0,90.0
"Provide supportive materials for exhibits and displays, such as press kits, advertising, publicity notices, posters, brochures, catalogues, and invitations.",provide supportive materials for exhibits and displays such as press kits advertising publicity notices posters brochures catalogues and invitations,"Promote products, activities, or organizations.","Promote products, services, or programs.",Selling or Influencing Others,Set and Exhibit Designers,set and exhibit designers,27-1027.00,Set and Exhibit Designers,27-1027,27-1027.00,Designers,Art and Design Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,5.0,True,0.1451923076923077,2.62,38.1,0.0578509662048883,0.7,E1,E2,75240.0,75240.0,75240.0,46280.0,38700.0,105030.0,75240.0,60680.0,75240.0,76900.0,60750.0,67210.0,75240.0,75240.0,75240.0,72200.0,50640.0,75240.0,53260.0,75240.0,75240.0,80540.0,74540.0,50910.0,66090.0,75240.0,51610.0,75240.0,73980.0,50860.0,75240.0,76380.0,75240.0,75240.0,49410.0,75240.0,54560.0,75240.0,62770.0,59670.0,75240.0,75240.0,75240.0,75240.0,56930.0,44540.0,75240.0,58650.0,77230.0,75240.0,75240.0,75240.0,75240.0,34260.0,75240.0,10630.0,144.0,22.0,70.0,50.0,2690.0,170.0,70.0,33.0,190.0,740.0,310.0,43.0,58.0,330.0,110.0,60.0,98.0,40.0,131.0,44.0,420.0,230.0,140.0,150.0,79.0,290.0,35.0,50.0,180.0,46.0,220.0,70.0,1690.0,336.0,29.0,290.0,50.0,280.0,120.0,34.0,50.0,31.0,230.0,210.0,340.0,21.0,120.0,170.0,48.0,50.0,19.0,5.0,64.0,2.0
Provide system design and integration recommendations.,provide system design and integration recommendations,Advise others on business or operational matters.,Advise others on business or operational matters.,Providing Consultation and Advice to Others,Security Management Specialists,security management specialists,13-1199.02,Security Management Specialists,13-1199,13-1199.07,Miscellaneous Business Operations Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,3.788582437639424,False,0.2488530769230769,3.61,95.0,0.2276441779548023,1.360950831664545,E2,E2,83050.0,100240.0,94740.0,83280.0,61240.0,87570.0,92520.0,85530.0,95040.0,108160.0,79650.0,78410.0,92620.0,76400.0,82070.0,79030.0,80470.0,83350.0,74690.0,63220.0,78830.0,101500.0,93270.0,81810.0,77820.0,76980.0,80420.0,74990.0,77980.0,67330.0,83740.0,91060.0,79100.0,83450.0,80230.0,80500.0,79350.0,93640.0,77170.0,80590.0,88130.0,79110.0,85340.0,78690.0,80820.0,80190.0,71710.0,85200.0,100360.0,69240.0,67370.0,74060.0,88610.0,46700.0,65170.0,465402.0,11970.0,3459.0,20909.0,14042.0,265432.0,78208.0,9641.0,2740.0,64714.0,113417.0,115506.0,4030.0,4692.0,56409.0,10771.0,16953.0,16799.0,10052.0,29129.0,7244.0,68190.0,30670.0,35859.0,28102.0,7072.0,15769.999999999998,8151.0,4350.0,15652.0,3288.0,58584.0,14470.0,49302.0,70519.0,3100.0,54268.0,9761.0,25550.0,46665.0,3836.0,15258.0,1610.0,20190.0,178559.0,5160.0,4178.0,77335.0,88449.0,6970.0,20909.0,3031.0,805.0,16029.0,634.0
Provide technical advice and guidance to organizations on how to handle health-related problems and make needed changes.,provide technical advice and guidance to organizations on how to handle healthrelated problems and make needed changes,Advise others on health and safety issues.,Advise others on workplace health or safety issues.,Providing Consultation and Advice to Others,"Health and Safety Engineers, Except Mining Safety Engineers and Inspectors",health and safety engineers except mining safety engineers and inspectors,17-2111.00,"Health and Safety Engineers, Except Mining Safety Engineers and Inspectors",17-2111,17-2111.00,"Industrial Engineers, Including Health and Safety",Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.027099999999999,False,0.5039469230769231,3.76,93.55,0.3776483072120195,1.165328925975881,E1,E2,115160.0,105490.0,102690.0,106370.0,101590.0,131540.0,120950.0,115640.0,118440.0,115160.0,101790.0,105880.0,82300.0,98860.0,111370.0,83240.0,106350.0,102690.0,107760.0,118490.0,82140.0,110950.0,131210.0,107780.0,120050.0,87180.0,89820.0,97670.0,103230.0,121660.0,130500.0,119370.0,94640.0,101300.0,106800.0,115160.0,129560.0,102890.0,116020.0,121730.0,94620.0,104120.0,115160.0,115160.0,123440.0,106980.0,115160.0,104920.0,126590.0,76700.0,92700.0,115160.0,115160.0,115160.0,115160.0,21450.0,570.0,110.0,180.0,130.0,2470.0,210.0,270.0,50.0,180.0,770.0,350.0,70.0,250.0,230.0,440.0,230.0,120.0,300.0,370.0,70.0,520.0,750.0,720.0,220.0,120.0,250.0,60.0,90.0,80.0,80.0,430.0,340.0,1570.0,480.0,59.0,650.0,620.0,180.0,490.0,40.0,280.0,63.0,240.0,4320.0,260.0,42.0,380.0,420.0,210.0,250.0,38.0,80.0,129.0,4.0
"Provide technical advice to industrial or managerial personnel regarding design, construction, program modifications, or structural repairs.",provide technical advice to industrial or managerial personnel regarding design construction program modifications or structural repairs,"Recommend technical design or process changes to improve efficiency, quality, or performance.",Advise others on business or operational matters.,Providing Consultation and Advice to Others,Civil Engineers,civil engineers,17-2051.00,Civil Engineers,17-2051,17-2051.00,Civil Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.0,False,0.7067723076923076,3.72,85.71,0.0454682814348348,0.1,E0,E2,100840.0,99010.0,114730.0,89660.0,85020.0,122500.0,101420.0,103150.0,100220.0,103880.0,98570.0,84240.0,94280.0,98030.0,99760.0,98270.0,96430.0,96880.0,100930.0,105380.0,97820.0,100680.0,106730.0,92100.0,101480.0,100170.0,92750.0,93070.0,103150.0,104310.0,98710.0,104660.0,103900.0,103760.0,100730.0,98190.0,96220.0,98760.0,105250.0,97850.0,99300.0,101600.0,98700.0,95910.0,96860.0,96830.0,95600.0,97120.0,110000.0,86930.0,94600.0,90590.0,67410.0,61060.0,100840.0,137131.0,4004.0,1245.0,4429.0,1394.0,41142.0,9909.0,3258.0,686.0,1230.0,17708.0,7009.0,1968.0,1961.0,10371.0,3005.0,1864.0,2147.0,2006.0,2818.0,925.0,3907.0,7046.0,5786.0,3512.0,1320.0,4295.0,1394.0,1760.0,2654.0,1208.0,5145.0,1007.0,13048.0,9551.0,1029.0,7874.0,1625.0,3646.0,11833.0,947.0,5353.0,1074.0,4317.0,25999.0,4228.0,574.0,8463.0,9387.0,969.0,5525.0,738.0,477.0,1305.0,28.0
"Provide technical and non-technical support and services to clients or other staff members regarding the use, operation, and maintenance of equipment.",provide technical and nontechnical support and services to clients or other staff members regarding the use operation and maintenance of equipment,Advise customers on the use of products or services.,Advise others on products or services.,Providing Consultation and Advice to Others,Sales Engineers,sales engineers,41-9031.00,Sales Engineers,41-9031,41-9031.00,Sales Engineers,Other Sales and Related Workers,Sales and Related Occupations,2026-05-31,0.0113071264295034,4.038704914574985,True,1.3268723076923077,3.68,56.64,0.2240902994222981,0.3,E1,E2,124900.0,104410.0,71080.0,131870.0,130760.0,139160.0,139990.0,123660.0,167200.0,124900.0,125530.0,98840.0,124900.0,128030.0,99710.0,74960.0,83450.0,98000.0,90190.0,121680.0,95180.0,153410.0,136200.0,114180.0,100570.0,124900.0,90960.0,124900.0,90140.0,99020.0,107850.0,139010.0,119420.0,137480.0,121530.0,124900.0,97420.0,114520.0,128170.0,98500.0,149750.0,114250.0,119110.0,111580.0,130610.0,117650.0,116790.0,124900.0,147620.0,135260.0,117970.0,124900.0,124900.0,62970.0,124900.0,51790.0,220.0,108.0,1000.0,30.0,6310.0,2800.0,760.0,80.0,232.0,2410.0,1630.0,208.0,360.0,1150.0,980.0,310.0,220.0,380.0,640.0,140.0,850.0,3150.0,2290.0,990.0,90.0,710.0,169.0,130.0,320.0,300.0,1760.0,80.0,3150.0,2530.0,142.0,1210.0,290.0,540.0,1980.0,30.0,770.0,100.0,530.0,6800.0,480.0,101.0,1260.0,760.0,40.0,1300.0,93.0,22.0,70.0,11.0
Provide technical customer service.,provide technical customer service,Advise customers on the use of products or services.,Advise others on products or services.,Providing Consultation and Advice to Others,Mechanical Engineers,mechanical engineers,17-2141.00,Mechanical Engineers,17-2141,17-2141.00,Mechanical Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0339213792885103,4.057534246575343,False,0.8357334615384615,3.47,75.63,0.0531160522422364,0.1,E1,E2,104110.0,100230.0,124340.0,100270.0,80180.0,130900.0,124430.0,105090.0,125130.0,133300.0,99980.0,100620.0,98740.0,93190.0,102680.0,99590.0,97700.0,86260.0,101050.0,119540.0,102430.0,122870.0,119300.0,104890.0,99140.0,98000.0,99330.0,94190.0,88060.0,102680.0,103660.0,112300.0,157710.0,102440.0,100720.0,86330.0,99100.0,101850.0,103470.0,97920.0,116230.0,104580.0,88380.0,99550.0,112410.0,102500.0,107330.0,104180.0,110430.0,97390.0,95870.0,117750.0,61510.0,72240.0,104110.0,122670.0,1656.0,314.0,4174.0,1165.0,25236.0,5943.0,3802.0,504.0,510.00000000000006,8878.0,4373.0,438.0,884.0,9746.0,7183.0,2868.0,3827.0,3447.0,1562.0,736.0,5414.0,7679.999999999999,28625.0,4869.0,1298.0,4025.0,413.0,785.0,1165.0,2281.0,3455.0,2240.0,7100.0,7902.0,653.0,11895.0,1876.0,2414.0,11200.0,1289.0,4778.0,463.0,3249.0,18251.0,2786.0,438.0,6175.0,6811.0,628.0,6175.0,190.0,116.0,405.0,30.0
"Provide technical direction or support to installation teams during installation, start-up, testing, system commissioning, or performance monitoring.",provide technical direction or support to installation teams during installation startup testing system commissioning or performance monitoring,Provide technical guidance to other personnel.,Advise others on the design or use of technologies.,Providing Consultation and Advice to Others,Solar Energy Systems Engineers,solar energy systems engineers,17-2199.11,Solar Energy Systems Engineers,17-2199,17-2199.11,Miscellaneous Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.285985247629084,False,1.3949215384615383,4.33,96.43,0.5596208835789716,0.5,E0,E0,122930.0,152550.0,142390.0,102280.0,76940.0,130850.0,132590.0,124110.0,103580.0,151920.0,105410.0,112260.0,122800.0,130970.0,111930.0,120880.0,103090.0,76100.0,99830.0,99070.0,120430.0,129770.0,131260.0,121000.0,108850.0,111030.0,102980.0,97470.0,88490.0,103780.0,128130.0,132450.0,162070.0,117600.0,112450.0,100250.0,120470.0,119810.0,123220.0,108950.0,117080.0,110490.0,112260.0,96640.0,115810.0,110320.0,126550.0,148160.0,134570.0,118800.0,110360.0,113050.0,100010.0,81370.0,122930.0,1664.0,262.0,15.0,130.0,62.0,2164.0,192.0,184.0,5.0,269.0,650.0,312.0,83.0,42.0,191.0,116.0,83.0,59.0,38.0,477.0,45.0,555.0,216.0,582.0,98.0,36.0,140.0,18.0,23.0,66.0,46.0,343.0,166.0,436.0,323.0,17.0,529.0,65.0,154.0,246.0,29.0,97.0,8.0,333.0,818.0,132.0,29.0,383.0,271.0,50.0,52.0,8.0,6.0,67.0,0.0
Provide technical direction to other engineers or engineering support personnel.,provide technical direction to other engineers or engineering support personnel,Provide technical guidance to other personnel.,Advise others on the design or use of technologies.,Providing Consultation and Advice to Others,Automotive Engineers,automotive engineers,17-2141.02,Automotive Engineers,17-2141,17-2141.02,Mechanical Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0452285057180138,3.7768748071186096,False,1.4812661538461538,4.24,100.0,0.1192873333333333,0.1,E1,E1,104110.0,100230.0,124340.0,100270.0,80180.0,130900.0,124430.0,105090.0,125130.0,133300.0,99980.0,100620.0,98740.0,93190.0,102680.0,99590.0,97700.0,86260.0,101050.0,119540.0,102430.0,122870.0,119300.0,104890.0,99140.0,98000.0,99330.0,94190.0,88060.0,102680.0,103660.0,112300.0,157710.0,102440.0,100720.0,86330.0,99100.0,101850.0,103470.0,97920.0,116230.0,104580.0,88380.0,99550.0,112410.0,102500.0,107330.0,104180.0,110430.0,97390.0,95870.0,117750.0,61510.0,72240.0,104110.0,174140.0,2352.0,446.0,5926.0,1655.0,35824.0,8437.0,5398.0,716.0,510.0,12602.0,6207.0,622.0,1256.0,13834.0,10197.0,4072.0,5433.0,4893.0,2218.0,1044.0,7686.0,7680.0,40635.0,6911.0,1842.0,5715.0,587.0,1115.0,1655.0,3239.0,4905.0,3180.0,10080.0,11218.0,927.0,16885.0,2664.0,3426.0,15900.0,1831.0,6782.0,657.0,4611.0,25909.0,3954.0,622.0,8765.0,9669.0,892.0,8765.0,270.0,164.0,575.0,30.0
Provide technical expertise or support related to manufacturing.,provide technical expertise or support related to manufacturing,Provide technical guidance to other personnel.,Advise others on the design or use of technologies.,Providing Consultation and Advice to Others,Manufacturing Engineers,manufacturing engineers,17-2199.04,Manufacturing Engineers,17-2112,17-2112.03,"Industrial Engineers, Including Health and Safety",Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,3.8705870587058704,False,2.2001538461538463,4.04,96.15,0.1714056445881194,0.1,E1,E2,102440.0,99880.0,156510.0,108280.0,98410.0,124600.0,109750.0,104160.0,120190.0,103300.0,101610.0,100100.0,123800.0,100840.0,100540.0,97480.0,97690.0,99830.0,96820.0,122920.0,101030.0,119930.0,109420.0,101680.0,102660.0,95830.0,99290.0,104430.0,98170.0,102090.0,101310.0,103840.0,128090.0,102640.0,99310.0,96940.0,100060.0,97510.0,128290.0,99560.0,109350.0,101060.0,93200.0,99080.0,104560.0,103940.0,103010.0,102550.0,129050.0,108360.0,96980.0,122070.0,102440.0,81820.0,102440.0,63713.0,5331.0,153.0,5240.0,1192.0,22772.0,3623.0,4195.0,571.0,111.0,9790.0,6229.0,35.0,927.0,12989.0,8139.0,2509.0,2404.0,4230.0,1192.0,718.0,2718.0,7992.0,21594.0,12250.0,1707.0,3533.0,272.0,808.0,1094.0,1352.0,4787.0,794.0,8229.0,8069.0,418.0,16361.0,1512.0,4048.0,9184.0,690.0,5547.0,578.0,5184.0,21587.0,3846.0,307.0,3888.0,4271.0,592.0,9107.0,167.0,27.0,1916.0,13.0
Provide technical guidance or support for the development or troubleshooting of systems.,provide technical guidance or support for the development or troubleshooting of systems,Provide technical support for software maintenance or use.,Advise others on the design or use of technologies.,Providing Consultation and Advice to Others,Computer Systems Engineers/Architects,computer systems engineersarchitects,15-1199.02,Computer Systems Engineers/Architects,15-1299,15-1299.08,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0791498850065242,4.126822157434402,False,1.0017692307692307,3.64,100.0,0.0841407151259831,0.1,E1,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,193835.0,7026.0,1897.0,5510.0,2992.0,214105.0,31521.0,8281.0,860.0,45947.0,13710.0,55109.0,5556.0,2778.0,29812.0,8922.0,10285.0,3580.0,1850.0,13410.0,900.0,50915.0,16482.0,19875.0,11166.0,3873.0,14340.0,1443.0,6091.0,6972.0,2591.0,32082.0,4408.0,11460.0,40310.0,1950.0,6150.0,8869.0,6545.0,14580.0,2217.0,11487.0,240.0,29197.0,152318.0,17844.0,3526.0,45412.0,38360.0,9029.0,12502.0,454.0,748.0,2351.0,107.0
"Provide technical support for existing reports, dashboards, or other tools.",provide technical support for existing reports dashboards or other tools,Provide technical support for software maintenance or use.,Advise others on the design or use of technologies.,Providing Consultation and Advice to Others,Business Intelligence Analysts,business intelligence analysts,15-1199.08,Business Intelligence Analysts,15-2051,15-2051.01,Data Scientists,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0226142528590069,4.367676136954938,False,1.2455769230769231,3.95,95.24,0.3809228439439107,0.4,E1,E1,120230.0,103120.0,84110.0,107240.0,109390.0,141590.0,117400.0,126340.0,120230.0,126490.0,115820.0,104340.0,102130.0,89380.0,106560.0,91470.0,95830.0,98130.0,91760.0,78760.0,90880.0,136370.0,131750.0,100590.0,128800.0,69490.0,97090.0,100490.0,98230.0,98540.0,100620.0,135280.0,95850.0,130460.0,119090.0,81900.0,102630.0,86310.0,125990.0,106850.0,102440.0,91990.0,96150.0,100330.0,122090.0,108090.0,127070.0,126430.0,163350.0,85090.0,106680.0,120230.0,120230.0,80350.0,120230.0,137672.0,2738.0,362.0,7176.0,834.0,61864.0,9883.0,2770.0,1212.0,4218.0,16115.0,14573.0,472.0,2125.0,16556.0,5634.0,3620.0,771.0,2424.0,2046.0,1904.0,5256.0,14825.0,11583.0,6327.0,692.0,7444.0,346.0,3116.0,2644.0,1731.0,10119.0,881.0,37723.0,17988.0,330.0,9600.0,2990.0,3368.0,21734.0,1826.0,3750.000000000001,346.0,4391.0,40697.0,6862.0,200.00000000000003,14038.0,15108.0,614.0,6877.0,247.0,58.0,100.0,28.0
Provide technical support or instruction to staff or customers regarding electronics equipment standards.,provide technical support or instruction to staff or customers regarding electronics equipment standards,Advise customers on the use of products or services.,Advise others on products or services.,Providing Consultation and Advice to Others,"Electronics Engineers, Except Computer",electronics engineers except computer,17-2072.00,"Electronics Engineers, Except Computer",17-2072,17-2072.00,Electrical and Electronics Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0113071264295034,3.865920065755677,False,0.5241996153846153,3.69,78.84,0.0309647128439582,0.1,E1,E2,130220.0,120720.0,106810.0,118120.0,109830.0,160520.0,127010.0,106040.0,130220.0,157040.0,116860.0,123010.0,126690.0,102770.0,129390.0,112200.0,81330.0,103740.0,101860.0,100390.0,127490.0,155650.0,138230.0,127200.0,112390.0,112400.0,117630.0,93380.0,91140.0,116180.0,105190.0,158730.0,136990.0,119180.0,115920.0,104860.0,118830.0,109120.0,124400.0,121260.0,136360.0,113720.0,84150.0,122920.0,132220.0,128430.0,86180.0,119990.0,130270.0,120170.0,93710.0,95910.0,130220.0,81790.0,130220.0,68093.0,2727.0,253.0,2951.0,211.0,29275.0,8545.0,1588.0,211.0,562.0,7421.0,3696.0,436.0,703.0,1349.0,1996.0,492.0,1082.0,1209.0,632.0,278.0,4764.0,8306.0,4160.0,1687.0,225.0,1040.0,197.0,351.0,506.0,450.0,2558.0,1560.0,3120.0,2937.0,70.0,4554.0,1982.0,2431.0,2024.0,1363.0,1448.0,267.0,1040.0,13380.0,2207.0,98.0,4610.0,2741.0,126.0,506.0,155.0,30.0,225.0,14.0
Provide technical support or instruction to staff or customers regarding electronics equipment standards.,provide technical support or instruction to staff or customers regarding electronics equipment standards,Provide technical guidance to other personnel.,Advise others on the design or use of technologies.,Providing Consultation and Advice to Others,"Electronics Engineers, Except Computer",electronics engineers except computer,17-2072.00,"Electronics Engineers, Except Computer",17-2072,17-2072.00,Electrical and Electronics Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0113071264295034,3.865920065755677,False,0.5241996153846153,3.69,78.84,0.0309647128439582,0.1,E1,E2,130220.0,120720.0,106810.0,118120.0,109830.0,160520.0,127010.0,106040.0,130220.0,157040.0,116860.0,123010.0,126690.0,102770.0,129390.0,112200.0,81330.0,103740.0,101860.0,100390.0,127490.0,155650.0,138230.0,127200.0,112390.0,112400.0,117630.0,93380.0,91140.0,116180.0,105190.0,158730.0,136990.0,119180.0,115920.0,104860.0,118830.0,109120.0,124400.0,121260.0,136360.0,113720.0,84150.0,122920.0,132220.0,128430.0,86180.0,119990.0,130270.0,120170.0,93710.0,95910.0,130220.0,81790.0,130220.0,68093.0,2727.0,253.0,2951.0,211.0,29275.0,8545.0,1588.0,211.0,562.0,7421.0,3696.0,436.0,703.0,1349.0,1996.0,492.0,1082.0,1209.0,632.0,278.0,4764.0,8306.0,4160.0,1687.0,225.0,1040.0,197.0,351.0,506.0,450.0,2558.0,1560.0,3120.0,2937.0,70.0,4554.0,1982.0,2431.0,2024.0,1363.0,1448.0,267.0,1040.0,13380.0,2207.0,98.0,4610.0,2741.0,126.0,506.0,155.0,30.0,225.0,14.0
Provide technical support to computer users for installation and use of security products.,provide technical support to computer users for installation and use of security products,Provide technical guidance to other personnel.,Advise others on the design or use of technologies.,Providing Consultation and Advice to Others,"Computer Occupations, All Other",computer occupations all other,15-1199.00,Information Security Engineers,15-1299,15-1299.05,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.2563805104408345,False,1.0942307692307691,3.38,84.21,0.0688251644698764,0.1,E1,E2,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,17371.0,630.0,170.0,5510.0,268.0,19188.0,2825.0,742.0,860.0,4118.0,13710.0,4939.0,498.0,249.0,2672.0,800.0,922.0,321.0,1850.0,1202.0,900.0,4563.0,1477.0,1781.0,1001.0,347.0,14340.0,129.0,546.0,625.0,232.0,2875.0,395.0,11460.0,3612.0,175.0,6150.0,795.0,587.0,14580.0,199.0,1029.0,240.0,2617.0,13650.0,1599.0,316.0,4070.0,3438.0,809.0,1120.0,41.0,67.0,211.0,10.0
"Provide technical support to designers, marketing and sales departments, suppliers, engineers and other team members throughout the product development and implementation process.",provide technical support to designers marketing and sales departments suppliers engineers and other team members throughout the product development and implementation process,"Recommend technical design or process changes to improve efficiency, quality, or performance.",Advise others on business or operational matters.,Providing Consultation and Advice to Others,Computer Hardware Engineers,computer hardware engineers,17-2061.00,Computer Hardware Engineers,17-2061,17-2061.00,Computer Hardware Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,3.9382938293829386,False,0.3962926923076922,3.71,96.55,0.088497073252085,0.3,E0,E2,161740.0,136990.0,161740.0,158280.0,120290.0,185180.0,156080.0,161740.0,135690.0,163360.0,134160.0,100210.0,159880.0,131570.0,133220.0,98350.0,125120.0,101750.0,116200.0,83550.0,161740.0,152730.0,167600.0,119670.0,134300.0,78320.0,103980.0,161740.0,134950.0,116530.0,129140.0,142880.0,165350.0,163470.0,134670.0,161740.0,118160.0,95600.0,161740.0,161740.0,119510.0,125110.0,101400.0,130830.0,163860.0,106950.0,161740.0,139030.0,169120.0,161740.0,83670.0,161740.0,161740.0,85660.0,161740.0,76660.0,680.0,159.0,3110.0,160.0,19820.0,2660.0,340.0,30.0,210.0,3290.0,650.0,90.0,920.0,1420.0,320.0,130.0,220.0,500.0,270.0,314.0,1720.0,3150.0,1420.0,770.0,150.0,900.0,251.0,80.0,160.0,310.0,580.0,5260.0,3020.0,1340.0,210.0,580.0,180.0,963.0,1610.0,390.0,690.0,160.0,1606.0,7390.0,430.0,130.0,1720.0,1800.0,140.0,270.0,137.0,33.0,370.0,16.0
Provide technical support to junior staff or clients.,provide technical support to junior staff or clients,Provide technical support for software maintenance or use.,Advise others on the design or use of technologies.,Providing Consultation and Advice to Others,Database Administrators,database administrators,15-1141.00,Database Administrators,15-1242,15-1242.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0015264620679829,3.828250566659798,False,1.0041657692307693,3.46,98.58,0.1580032335502576,0.2,E1,E1,124813.68421052632,100586.84210526316,110946.31578947368,134281.05263157896,94979.47368421052,146117.8947368421,139309.47368421053,129222.1052631579,128056.84210526316,136759.47368421053,123920.0,125735.7894736842,113602.1052631579,106340.0,126563.15789473684,114834.2105263158,114427.36842105264,117434.2105263158,109395.7894736842,113637.39612188366,106753.68421052632,129302.1052631579,148028.94736842104,117875.7894736842,119428.94736842104,93944.2105263158,106233.15789473684,98676.31578947368,119877.8947368421,127345.26315789472,119830.0,122924.73684210528,109739.47368421052,126423.68421052632,125901.57894736844,96503.68421052632,117870.0,103882.63157894736,122254.2105263158,114412.13296398892,125877.8947368421,114690.52631578948,113803.15789473684,115308.94736842104,135803.68421052632,133428.42105263157,116146.8698060942,132132.63157894736,124288.42105263156,103203.71191135734,121898.42105263156,106988.97506925208,124813.68421052632,77203.15789473684,124813.68421052632,48904.73684210527,931.0526315789474,78.42105263157895,1166.3157894736842,385.2631578947368,6643.684210526316,1642.6315789473686,1001.0526315789472,369.5263157894737,693.1578947368421,2652.1052631578946,2535.263157894737,76.8421052631579,226.3157894736842,1905.7894736842104,681.0526315789473,290.5263157894737,393.6842105263158,476.3157894736842,472.3684210526316,219.4736842105263,1761.578947368421,2530.0,1288.9473684210527,1147.3684210526314,142.10526315789474,1296.3157894736842,218.94736842105263,610.0,403.1578947368421,174.73684210526315,2551.052631578947,309.4736842105263,3740.5263157894738,3164.736842105264,68.42105263157895,1836.842105263158,830.5263157894738,868.9473684210526,2675.789473684211,210.52631578947367,1088.421052631579,94.73684210526316,1226.842105263158,7495.263157894737,870.0,105.52631578947368,5546.315789473685,2459.4736842105262,170.5263157894737,814.7368421052632,134.73684210526315,21.000000000000004,106.3157894736842,10.0
Provide technical support to junior staff or clients.,provide technical support to junior staff or clients,Provide technical support for software maintenance or use.,Advise others on the design or use of technologies.,Providing Consultation and Advice to Others,Database Administrators,database administrators,15-1141.00,Database Architects,15-1243,15-1243.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0015264620679829,3.828250566659798,False,0.8044230769230769,3.21,95.24,0.0551200966717648,0.1,E1,E1,124813.68421052632,100586.84210526316,110946.31578947368,134281.05263157896,94979.47368421052,146117.8947368421,139309.47368421053,129222.1052631579,128056.84210526316,136759.47368421053,123920.0,125735.7894736842,113602.1052631579,106340.0,126563.15789473684,114834.2105263158,114427.36842105264,117434.2105263158,109395.7894736842,113637.39612188366,106753.68421052632,129302.1052631579,148028.94736842104,117875.7894736842,119428.94736842104,93944.2105263158,106233.15789473684,98676.31578947368,119877.8947368421,127345.26315789472,119830.0,122924.73684210528,109739.47368421052,126423.68421052632,125901.57894736844,96503.68421052632,117870.0,103882.63157894736,122254.2105263158,114412.13296398892,125877.8947368421,114690.52631578948,113803.15789473684,115308.94736842104,135803.68421052632,133428.42105263157,116146.8698060942,132132.63157894736,124288.42105263156,103203.71191135734,121898.42105263156,106988.97506925208,124813.68421052632,77203.15789473684,124813.68421052632,48904.73684210527,931.0526315789474,78.42105263157895,1166.3157894736842,385.2631578947368,6643.684210526316,1642.6315789473686,1001.0526315789472,369.5263157894737,693.1578947368421,2652.1052631578946,2535.263157894737,76.8421052631579,226.3157894736842,1905.7894736842104,681.0526315789473,290.5263157894737,393.6842105263158,476.3157894736842,472.3684210526316,219.4736842105263,1761.578947368421,2530.0,1288.9473684210527,1147.3684210526314,142.10526315789474,1296.3157894736842,218.94736842105263,547.0,403.1578947368421,174.73684210526315,2551.052631578947,309.4736842105263,3740.5263157894738,3164.736842105264,68.42105263157895,1836.842105263158,830.5263157894738,868.9473684210526,2675.789473684211,210.52631578947367,1088.421052631579,94.73684210526316,1226.842105263158,7495.263157894737,870.0,105.52631578947368,5546.315789473685,2459.4736842105262,170.5263157894737,814.7368421052632,134.73684210526315,21.000000000000004,106.3157894736842,10.0
"Provide technical support to other employees regarding mechanical design, fabrication, testing, or documentation.",provide technical support to other employees regarding mechanical design fabrication testing or documentation,Provide technical guidance to other personnel.,Advise others on the design or use of technologies.,Providing Consultation and Advice to Others,Mechanical Engineering Technicians,mechanical engineering technicians,17-3027.00,Mechanical Engineering Technologists and Technicians,17-3027,17-3027.00,"Engineering Technologists and Technicians, Except Drafters","Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,3.827086242079261,False,1.4241676923076922,3.72,100.0,0.4047337318914817,0.4,E1,E2,74510.0,60350.0,74510.0,72090.0,74510.0,87390.0,77090.0,82660.0,77820.0,74510.0,59720.0,73870.0,74510.0,68310.0,77020.0,77220.0,71670.0,55390.0,77990.0,102800.0,76790.0,79180.0,62390.0,68170.0,63990.0,70570.0,92150.0,74510.0,80050.0,72950.0,66740.0,65180.0,97560.0,78210.0,62360.0,76440.0,78500.0,61480.0,80840.0,70820.0,81600.0,69580.0,53670.0,62270.0,76610.0,61870.0,74510.0,75650.0,79410.0,47660.0,67850.0,74510.0,74510.0,51860.0,74510.0,14245.0,315.0,55.0,575.0,119.0,2881.0,260.0,276.0,39.0,64.0,425.0,441.0,57.0,24.0,921.0,1181.0,394.0,323.0,409.0,213.0,173.0,504.0,1031.0,3881.0,315.0,173.0,630.0,46.0,197.0,331.0,449.0,205.0,252.0,897.0,937.0,71.0,1417.0,386.0,205.0,1275.0,24.0,1015.0,87.0,457.0,1685.0,708.0,28.0,527.0,701.0,157.0,708.0,25.0,6.0,55.0,3.0
Provide training and support to system designers and users.,provide training and support to system designers and users,Train personnel on proper operational procedures.,Train others on operational or work procedures.,Training and Teaching Others,Computer Hardware Engineers,computer hardware engineers,17-2061.00,Computer Hardware Engineers,17-2061,17-2061.00,Computer Hardware Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0678427585770207,3.692852677641176,False,0.2253915384615384,3.52,100.0,0.0730182273065476,0.5,E0,E2,161740.0,136990.0,161740.0,158280.0,120290.0,185180.0,156080.0,161740.0,135690.0,163360.0,134160.0,100210.0,159880.0,131570.0,133220.0,98350.0,125120.0,101750.0,116200.0,83550.0,161740.0,152730.0,167600.0,119670.0,134300.0,78320.0,103980.0,161740.0,134950.0,116530.0,129140.0,142880.0,165350.0,163470.0,134670.0,161740.0,118160.0,95600.0,161740.0,161740.0,119510.0,125110.0,101400.0,130830.0,163860.0,106950.0,161740.0,139030.0,169120.0,161740.0,83670.0,161740.0,161740.0,85660.0,161740.0,76660.0,680.0,159.0,3110.0,160.0,19820.0,2660.0,340.0,30.0,210.0,3290.0,650.0,90.0,920.0,1420.0,320.0,130.0,220.0,500.0,270.0,314.0,1720.0,3150.0,1420.0,770.0,150.0,900.0,251.0,80.0,160.0,310.0,580.0,5260.0,3020.0,1340.0,210.0,580.0,180.0,963.0,1610.0,390.0,690.0,160.0,1606.0,7390.0,430.0,130.0,1720.0,1800.0,140.0,270.0,137.0,33.0,370.0,16.0
Provide training and support to system designers and users.,provide training and support to system designers and users,Advise customers on the use of products or services.,Advise others on products or services.,Providing Consultation and Advice to Others,Computer Hardware Engineers,computer hardware engineers,17-2061.00,Computer Hardware Engineers,17-2061,17-2061.00,Computer Hardware Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0678427585770207,3.692852677641176,False,0.2253915384615384,3.52,100.0,0.0730182273065476,0.5,E0,E2,161740.0,136990.0,161740.0,158280.0,120290.0,185180.0,156080.0,161740.0,135690.0,163360.0,134160.0,100210.0,159880.0,131570.0,133220.0,98350.0,125120.0,101750.0,116200.0,83550.0,161740.0,152730.0,167600.0,119670.0,134300.0,78320.0,103980.0,161740.0,134950.0,116530.0,129140.0,142880.0,165350.0,163470.0,134670.0,161740.0,118160.0,95600.0,161740.0,161740.0,119510.0,125110.0,101400.0,130830.0,163860.0,106950.0,161740.0,139030.0,169120.0,161740.0,83670.0,161740.0,161740.0,85660.0,161740.0,76660.0,680.0,159.0,3110.0,160.0,19820.0,2660.0,340.0,30.0,210.0,3290.0,650.0,90.0,920.0,1420.0,320.0,130.0,220.0,500.0,270.0,314.0,1720.0,3150.0,1420.0,770.0,150.0,900.0,251.0,80.0,160.0,310.0,580.0,5260.0,3020.0,1340.0,210.0,580.0,180.0,963.0,1610.0,390.0,690.0,160.0,1606.0,7390.0,430.0,130.0,1720.0,1800.0,140.0,270.0,137.0,33.0,370.0,16.0
Provide training and support to system designers and users.,provide training and support to system designers and users,Provide technical guidance to other personnel.,Advise others on the design or use of technologies.,Providing Consultation and Advice to Others,Computer Hardware Engineers,computer hardware engineers,17-2061.00,Computer Hardware Engineers,17-2061,17-2061.00,Computer Hardware Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0678427585770207,3.692852677641176,False,0.2253915384615384,3.52,100.0,0.0730182273065476,0.5,E0,E2,161740.0,136990.0,161740.0,158280.0,120290.0,185180.0,156080.0,161740.0,135690.0,163360.0,134160.0,100210.0,159880.0,131570.0,133220.0,98350.0,125120.0,101750.0,116200.0,83550.0,161740.0,152730.0,167600.0,119670.0,134300.0,78320.0,103980.0,161740.0,134950.0,116530.0,129140.0,142880.0,165350.0,163470.0,134670.0,161740.0,118160.0,95600.0,161740.0,161740.0,119510.0,125110.0,101400.0,130830.0,163860.0,106950.0,161740.0,139030.0,169120.0,161740.0,83670.0,161740.0,161740.0,85660.0,161740.0,76660.0,680.0,159.0,3110.0,160.0,19820.0,2660.0,340.0,30.0,210.0,3290.0,650.0,90.0,920.0,1420.0,320.0,130.0,220.0,500.0,270.0,314.0,1720.0,3150.0,1420.0,770.0,150.0,900.0,251.0,80.0,160.0,310.0,580.0,5260.0,3020.0,1340.0,210.0,580.0,180.0,963.0,1610.0,390.0,690.0,160.0,1606.0,7390.0,430.0,130.0,1720.0,1800.0,140.0,270.0,137.0,33.0,370.0,16.0
Provide training or technical assistance in Web site implementation or use.,provide training or technical assistance in web site implementation or use,Train others in computer interface or software use.,Train others to use equipment or products.,Training and Teaching Others,Web Administrators,web administrators,15-1199.03,Web Administrators,15-1299,15-1299.01,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,3.929620954003408,False,0.4304611538461538,3.63,100.0,0.2075110540694366,0.6,E1,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,187608.0,6800.0,1836.0,5510.000000000001,2896.0,207228.0,30509.0,8015.0,859.9999999999999,44471.0,13710.0,53339.0,5378.0,2689.0,28854.0,8636.0,9954.0,3465.0,1850.0,12979.0,899.9999999999999,49280.0,15953.0,19236.0,10807.0,3749.0,14340.0,1396.0,5895.0,6748.0,2508.0,31052.0,4266.0,11459.999999999998,39015.0,1887.0,6149.999999999999,8584.0,6334.0,14580.000000000002,2146.0,11118.0,240.0,28260.0,147425.0,17271.0,3413.0,43954.0,37128.0,8739.0,12100.0,440.0,724.0,2275.0,103.0
Provide training or technical assistance in Web site implementation or use.,provide training or technical assistance in web site implementation or use,Provide technical support for software maintenance or use.,Advise others on the design or use of technologies.,Providing Consultation and Advice to Others,Web Administrators,web administrators,15-1199.03,Web Administrators,15-1299,15-1299.01,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,3.929620954003408,False,0.4304611538461538,3.63,100.0,0.2075110540694366,0.6,E1,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,187608.0,6800.0,1836.0,5510.000000000001,2896.0,207228.0,30509.0,8015.0,859.9999999999999,44471.0,13710.0,53339.0,5378.0,2689.0,28854.0,8636.0,9954.0,3465.0,1850.0,12979.0,899.9999999999999,49280.0,15953.0,19236.0,10807.0,3749.0,14340.0,1396.0,5895.0,6748.0,2508.0,31052.0,4266.0,11459.999999999998,39015.0,1887.0,6149.999999999999,8584.0,6334.0,14580.000000000002,2146.0,11118.0,240.0,28260.0,147425.0,17271.0,3413.0,43954.0,37128.0,8739.0,12100.0,440.0,724.0,2275.0,103.0
Provide user support by diagnosing network and device problems and implementing technical or procedural solutions.,provide user support by diagnosing network and device problems and implementing technical or procedural solutions,Troubleshoot issues with computer applications or systems.,Resolve computer problems.,Working with Computers,Telecommunications Engineering Specialists,telecommunications engineering specialists,15-1143.01,Telecommunications Engineering Specialists,15-1241,15-1241.01,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.241727941176471,True,0.4642307692307692,3.75,95.24,0.4109477286276914,1.208819601127741,E1,E2,134050.0,130810.0,119720.0,130890.0,110400.0,158870.0,139230.0,143890.0,148390.0,137670.0,132800.0,133890.0,108000.0,107620.0,132790.0,124190.0,103050.0,100610.0,103740.0,106620.0,108570.0,159460.0,155060.0,112040.0,133270.0,90990.0,103130.0,104300.0,116420.0,138060.0,125420.0,162350.0,109080.0,140390.0,127320.0,108990.0,131070.0,109450.0,135660.0,131840.0,131320.0,134990.0,153390.0,123860.0,133310.0,121000.0,110930.0,141340.0,168070.0,122520.0,131720.0,100520.0,134050.0,78200.0,134050.0,81730.0,3820.0,109.0,3629.0,828.0,13523.0,14896.0,1428.0,691.0,1355.0,8521.0,6993.0,291.0,655.0,7103.0,1846.0,1064.0,1610.0,1555.0,427.0,518.0,5329.0,5702.0,2919.0,1855.0,607.0,3056.0,227.0,1228.0,919.0,509.0,5147.0,382.0,8912.0,7594.0,209.0,4684.0,1200.0,1401.0,5529.0,418.0,1773.0,382.0,3938.0,12414.0,1210.0,118.0,8530.0,4302.0,327.0,1973.0,45.0,35.0,218.0,16.0
Provide user support by diagnosing network and device problems and implementing technical or procedural solutions.,provide user support by diagnosing network and device problems and implementing technical or procedural solutions,Provide technical support for computer network issues.,Advise others on the design or use of technologies.,Providing Consultation and Advice to Others,Telecommunications Engineering Specialists,telecommunications engineering specialists,15-1143.01,Telecommunications Engineering Specialists,15-1241,15-1241.01,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.241727941176471,True,0.4642307692307692,3.75,95.24,0.4109477286276914,1.208819601127741,E1,E2,134050.0,130810.0,119720.0,130890.0,110400.0,158870.0,139230.0,143890.0,148390.0,137670.0,132800.0,133890.0,108000.0,107620.0,132790.0,124190.0,103050.0,100610.0,103740.0,106620.0,108570.0,159460.0,155060.0,112040.0,133270.0,90990.0,103130.0,104300.0,116420.0,138060.0,125420.0,162350.0,109080.0,140390.0,127320.0,108990.0,131070.0,109450.0,135660.0,131840.0,131320.0,134990.0,153390.0,123860.0,133310.0,121000.0,110930.0,141340.0,168070.0,122520.0,131720.0,100520.0,134050.0,78200.0,134050.0,81730.0,3820.0,109.0,3629.0,828.0,13523.0,14896.0,1428.0,691.0,1355.0,8521.0,6993.0,291.0,655.0,7103.0,1846.0,1064.0,1610.0,1555.0,427.0,518.0,5329.0,5702.0,2919.0,1855.0,607.0,3056.0,227.0,1228.0,919.0,509.0,5147.0,382.0,8912.0,7594.0,209.0,4684.0,1200.0,1401.0,5529.0,418.0,1773.0,382.0,3938.0,12414.0,1210.0,118.0,8530.0,4302.0,327.0,1973.0,45.0,35.0,218.0,16.0
Question patrons regarding desired services and haircut styles.,question patrons regarding desired services and haircut styles,Discuss service options or needs with clients.,Confer with clients to determine needs or order specifications.,"Communicating with Supervisors, Peers, or Subordinates",Barbers,barbers,39-5011.00,Barbers,39-5011,39-5011.00,"Barbers, Hairdressers, Hairstylists and Cosmetologists",Personal Appearance Workers,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.7886205755871645,False,4.887783846153846,4.8,96.16,0.4080887018652518,0.1,E0,E0,38210.0,29120.0,38210.0,34380.0,25640.0,38380.0,61500.0,41400.0,38210.0,38210.0,49410.0,30750.0,38210.0,36040.0,65430.0,33600.0,58900.0,38210.0,38210.0,44430.0,35300.0,35400.0,38210.0,35490.0,53990.0,38480.0,47880.0,38210.0,39090.0,38210.0,38210.0,54850.0,39100.0,38580.0,31050.0,48540.0,38210.0,34860.0,77430.0,36920.0,34900.0,32900.0,38210.0,24690.0,30760.0,25370.0,38210.0,46730.0,61150.0,38210.0,36540.0,38210.0,38210.0,38210.0,38210.0,15000.0,203.0,31.0,310.0,170.0,1390.0,480.0,330.0,46.0,67.0,1240.0,550.0,60.0,130.0,584.0,370.0,130.0,138.0,192.0,40.0,50.0,265.0,349.0,422.0,260.0,111.0,580.0,49.0,98.0,149.0,65.0,411.0,50.0,928.0,330.0,80.0,532.0,170.0,189.0,530.0,48.0,220.0,44.0,314.0,2580.0,320.0,29.0,160.0,1220.0,67.0,450.0,27.0,6.0,90.0,3.0
"Quote prices, credit terms, contract terms, or fulfillment dates for services.",quote prices credit terms contract terms or fulfillment dates for services,Estimate costs or terms of sales.,Determine values or prices of goods or services.,Making Decisions and Solving Problems,"Sales Representatives, Services, All Other",sales representatives services all other,41-3099.00,"Sales Representatives of Services, Except Advertising, Insurance, Financial Services, and Travel",41-3091,41-3091.00,"Miscellaneous Sales Representatives, Services","Sales Representatives, Services",Sales and Related Occupations,2026-05-31,0.0030529241359659,4.683231676832316,False,1.0681348069526628,4.000192307692307,66.83392307692307,0.3338376274319384,0.1866201109793265,E2,E1,69990.0,58840.0,69610.0,72920.0,50570.0,80850.0,79810.0,76940.0,67540.0,76770.0,60660.0,75280.0,58500.0,58930.0,66900.0,63960.0,62420.0,62580.0,52750.0,55200.0,63900.0,63310.0,83760.0,73380.0,75370.0,48440.0,60440.0,58720.0,57770.0,62450.0,71510.0,79200.0,61880.0,92190.0,62620.0,66060.0,59390.0,54990.0,67040.0,64480.0,81450.0,58510.0,61770.0,60230.0,61680.0,62580.0,77530.0,72640.0,79920.0,50240.0,64020.0,58970.0,37170.0,28580.0,42980.0,1256010.0,12840.0,900.0,26340.0,5750.0,156110.0,37810.0,11420.0,2910.0,3120.0,107650.0,46960.0,3450.0,5030.0,69910.0,21950.0,6530.0,12480.0,11860.0,8200.0,2120.0,21580.0,32300.0,27160.0,19220.0,3730.0,14100.0,1730.0,6110.0,10950.0,4670.0,44980.0,3790.0,80510.0,46039.99999999999,1620.0,38440.0,9710.0,10440.0,39920.0,4023.0,21070.0,630.0,21600.0,135030.0,16210.000000000002,1130.0,41390.0,18950.0,2130.0,22720.0,750.0,160.0,2940.0,80.0
"Quote prices, credit terms, or other bid specifications.",quote prices credit terms or other bid specifications,Estimate costs or terms of sales.,Determine values or prices of goods or services.,Making Decisions and Solving Problems,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",sales representatives wholesale and manufacturing technical and scientific products,41-4011.00,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",41-4011,41-4011.00,"Sales Representatives, Wholesale and Manufacturing","Sales Representatives, Wholesale and Manufacturing",Sales and Related Occupations,2026-05-31,0.0030529241359659,4.8769,False,2.847698461538461,4.1,88.27,0.2057860317891606,0.1,E1,E1,104920.0,87140.0,77080.0,100620.0,71830.0,124220.0,135000.0,98000.0,107830.0,92940.0,107700.0,128850.0,126110.0,101390.0,107570.0,102910.0,103380.0,130850.0,97640.0,124200.0,101850.0,95040.0,118980.0,125650.0,103000.0,74990.0,94840.0,83610.0,84400.0,98500.0,97960.0,131360.0,87310.0,129410.0,125370.0,102720.0,108370.0,72480.0,113830.0,103790.0,117670.0,111190.0,104920.0,94450.0,99080.0,104920.0,95900.0,128270.0,127390.0,97230.0,78480.0,100850.0,104920.0,62160.0,104920.0,228895.0,4469.0,707.0,14242.0,2443.0,44348.0,6671.0,4790.0,1543.0,964.0,31891.0,9162.0,868.0,3022.0,11814.0,7024.0,4147.0,3922.0,6703.0,3761.0,937.0,10175.0,18726.0,14692.0,7973.0,1302.0,8134.0,1109.0,2733.0,3022.0,4276.0,9002.0,1575.0,16878.0,19273.0,820.0,15865.0,6381.0,4887.0,11557.0,852.0,6044.0,2781.0,13325.0,71369.0,6317.0,659.0,9741.0,16010.0,1222.0,5449.0,450.0,98.0,1736.0,47.0
"Read and analyze incoming memos, submissions, and reports to determine their significance and plan their distribution.",read and analyze incoming memos submissions and reports to determine their significance and plan their distribution,Read materials to determine needed actions.,Read documents or materials to inform work processes.,Getting Information,Executive Secretaries and Executive Administrative Assistants,executive secretaries and executive administrative assistants,43-6011.00,Executive Secretaries and Executive Administrative Assistants,43-6011,43-6011.00,Secretaries and Administrative Assistants,Secretaries and Administrative Assistants,Office and Administrative Support Occupations,2026-05-31,0.0791498850065242,4.966379184329776,False,1.4531242307692307,3.73,84.43,0.3303578949620842,0.3,E1,E1,76590.0,69450.0,66210.0,70770.0,51600.0,89000.0,65850.0,82520.0,78920.0,90850.0,64710.0,68290.0,80710.0,60200.0,74390.0,59080.0,62340.0,64860.0,62410.0,53240.0,64100.0,78540.0,82650.0,66840.0,78470.0,55670.0,60320.0,59750.0,66210.0,67830.0,71650.0,89520.0,73890.0,80640.0,70140.0,61270.0,69600.0,59910.0,75480.0,75270.0,77820.0,60890.0,55170.0,68190.0,71990.0,61130.0,70770.0,80330.0,79250.0,63820.0,68920.0,52210.0,43930.0,37120.0,56720.0,459910.0,2880.0,1320.0,6490.0,2070.0,59640.0,10340.0,6490.0,1320.0,4560.0,19220.0,14560.0,1440.0,1180.0,14900.0,5060.0,4150.0,2750.0,2700.0,9270.0,2320.0,13960.0,14820.0,9030.0,7970.0,1240.0,8500.0,550.0,1860.0,2670.0,1210.0,11690.0,2800.0,88890.0,8890.0,540.0,10940.0,2810.0,6000.0,12910.0,950.0,3880.0,1230.0,5360.0,34520.0,5440.0,770.0,10360.0,11560.0,860.0,4480.0,560.0,80.0,7100.0,170.0
"Read and interpret blueprints, schematics, work specifications, drawings, or charts.",read and interpret blueprints schematics work specifications drawings or charts,Review technical documents to plan work.,Read documents or materials to inform work processes.,Getting Information,Automotive Engineering Technicians,automotive engineering technicians,17-3027.01,Automotive Engineering Technicians,17-3027,17-3027.01,"Engineering Technologists and Technicians, Except Drafters","Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,5.0,False,1.6076292307692308,4.19,100.0,0.1285335981787137,0.1,E1,E2,74510.0,60350.0,74510.0,72090.0,74510.0,87390.0,77090.0,82660.0,77820.0,74510.0,59720.0,73870.0,74510.0,68310.0,77020.0,77220.0,71670.0,55390.0,77990.0,102800.0,76790.0,79180.0,62390.0,68170.0,63990.0,70570.0,92150.0,74510.0,80050.0,72950.0,66740.0,65180.0,97560.0,78210.0,62360.0,76440.0,78500.0,61480.0,80840.0,70820.0,81600.0,69580.0,53670.0,62270.0,76610.0,61870.0,74510.0,75650.0,79410.0,47660.0,67850.0,74510.0,74510.0,51860.0,74510.0,21945.0,485.0,85.0,885.0,183.0,4439.0,400.0,424.0,61.0,98.0,655.0,679.0,89.0,36.0,1419.0,1819.0,606.0,497.0,631.0,327.0,267.0,776.0,1589.0,5979.0,485.0,267.0,970.0,72.0,303.0,509.0,691.0,315.0,388.0,1383.0,1443.0,109.0,2183.0,594.0,315.0,1965.0,36.0,1565.0,133.0,703.0,2595.0,1092.0,42.0,813.0,1079.0,243.0,1092.0,39.0,10.0,85.0,5.0
"Read and interpret blueprints, technical drawings, schematics, or computer-generated reports.",read and interpret blueprints technical drawings schematics or computergenerated reports,Review technical documents to plan work.,Read documents or materials to inform work processes.,Getting Information,Mechanical Engineers,mechanical engineers,17-2141.00,Mechanical Engineers,17-2141,17-2141.00,Mechanical Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.9566,False,3.352179230769231,4.3,100.0,0.2851510806362953,0.1,E1,E2,104110.0,100230.0,124340.0,100270.0,80180.0,130900.0,124430.0,105090.0,125130.0,133300.0,99980.0,100620.0,98740.0,93190.0,102680.0,99590.0,97700.0,86260.0,101050.0,119540.0,102430.0,122870.0,119300.0,104890.0,99140.0,98000.0,99330.0,94190.0,88060.0,102680.0,103660.0,112300.0,157710.0,102440.0,100720.0,86330.0,99100.0,101850.0,103470.0,97920.0,116230.0,104580.0,88380.0,99550.0,112410.0,102500.0,107330.0,104180.0,110430.0,97390.0,95870.0,117750.0,61510.0,72240.0,104110.0,122670.0,1656.0,314.0,4174.0,1165.0,25236.0,5943.0,3802.0,504.0,510.00000000000006,8878.0,4373.0,438.0,884.0,9746.0,7183.0,2868.0,3827.0,3447.0,1562.0,736.0,5414.0,7679.999999999999,28625.0,4869.0,1298.0,4025.0,413.0,785.0,1165.0,2281.0,3455.0,2240.0,7100.0,7902.0,653.0,11895.0,1876.0,2414.0,11200.0,1289.0,4778.0,463.0,3249.0,18251.0,2786.0,438.0,6175.0,6811.0,628.0,6175.0,190.0,116.0,405.0,30.0
"Read and interpret electronic circuit diagrams, function block diagrams, specifications, engineering drawings, and service manuals.",read and interpret electronic circuit diagrams function block diagrams specifications engineering drawings and service manuals,Read technical information needed to perform maintenance or repairs.,Read documents or materials to inform work processes.,Getting Information,Electronic Home Entertainment Equipment Installers and Repairers,electronic home entertainment equipment installers and repairers,49-2097.00,Audiovisual Equipment Installers and Repairers,49-2097,49-2097.00,"Miscellaneous Electrical and Electronic Equipment Mechanics, Installers, and Repairers","Electrical and Electronic Equipment Mechanics, Installers, and Repairers","Installation, Maintenance, and Repair Occupations",2026-05-31,0.0030529241359659,5.0,False,1.536194615384615,3.91,92.77,0.2351951445966768,0.2,E0,E2,52600.0,46770.0,52600.0,45400.0,46530.0,62390.0,57680.0,74890.0,69990.0,57620.0,49780.0,50090.0,52600.0,56690.0,62870.0,46450.0,64390.0,50130.0,48380.0,53320.0,52600.0,65160.0,56040.0,45400.0,54330.0,41920.0,50540.0,60900.0,39940.0,48750.0,62810.0,48780.0,45580.0,62380.0,44490.0,50890.0,48130.0,47880.0,59890.0,51010.0,52600.0,45180.0,38860.0,48010.0,47770.0,53080.0,52600.0,56310.0,70720.0,52600.0,48300.0,33300.0,52600.0,26010.0,52600.0,19780.0,230.0,41.0,520.0,220.0,2590.0,550.0,214.0,61.0,89.0,1610.0,890.0,79.0,240.0,530.0,170.0,197.0,100.0,180.0,140.0,81.0,200.0,460.0,310.0,40.0,120.0,580.0,60.0,129.0,190.0,86.0,650.0,110.0,870.0,660.0,40.0,190.0,150.0,130.0,560.0,63.0,480.0,60.0,400.0,2490.0,330.0,38.0,370.0,350.0,89.0,150.0,30.0,8.0,50.0,4.0
"Read and interpret electronic circuit diagrams, function block diagrams, specifications, engineering drawings, and service manuals.",read and interpret electronic circuit diagrams function block diagrams specifications engineering drawings and service manuals,"Interpret blueprints, specifications, or diagrams to inform installation, development or operation activities.",Read documents or materials to inform work processes.,Getting Information,Electronic Home Entertainment Equipment Installers and Repairers,electronic home entertainment equipment installers and repairers,49-2097.00,Audiovisual Equipment Installers and Repairers,49-2097,49-2097.00,"Miscellaneous Electrical and Electronic Equipment Mechanics, Installers, and Repairers","Electrical and Electronic Equipment Mechanics, Installers, and Repairers","Installation, Maintenance, and Repair Occupations",2026-05-31,0.0030529241359659,5.0,False,1.536194615384615,3.91,92.77,0.2351951445966768,0.2,E0,E2,52600.0,46770.0,52600.0,45400.0,46530.0,62390.0,57680.0,74890.0,69990.0,57620.0,49780.0,50090.0,52600.0,56690.0,62870.0,46450.0,64390.0,50130.0,48380.0,53320.0,52600.0,65160.0,56040.0,45400.0,54330.0,41920.0,50540.0,60900.0,39940.0,48750.0,62810.0,48780.0,45580.0,62380.0,44490.0,50890.0,48130.0,47880.0,59890.0,51010.0,52600.0,45180.0,38860.0,48010.0,47770.0,53080.0,52600.0,56310.0,70720.0,52600.0,48300.0,33300.0,52600.0,26010.0,52600.0,19780.0,230.0,41.0,520.0,220.0,2590.0,550.0,214.0,61.0,89.0,1610.0,890.0,79.0,240.0,530.0,170.0,197.0,100.0,180.0,140.0,81.0,200.0,460.0,310.0,40.0,120.0,580.0,60.0,129.0,190.0,86.0,650.0,110.0,870.0,660.0,40.0,190.0,150.0,130.0,560.0,63.0,480.0,60.0,400.0,2490.0,330.0,38.0,370.0,350.0,89.0,150.0,30.0,8.0,50.0,4.0
"Read and interpret engineering drawings, diagrams, instructions, or specifications to determine needed repairs, fabrication method, and operation sequence.",read and interpret engineering drawings diagrams instructions or specifications to determine needed repairs fabrication method and operation sequence,Read technical information needed to perform maintenance or repairs.,Read documents or materials to inform work processes.,Getting Information,Camera and Photographic Equipment Repairers,camera and photographic equipment repairers,49-9061.00,Camera and Photographic Equipment Repairers,49-9061,49-9061.00,Precision Instrument and Equipment Repairers,"Other Installation, Maintenance, and Repair Occupations","Installation, Maintenance, and Repair Occupations",2026-05-31,0.0030529241359659,4.924642126789366,False,1.974533076923077,3.99,88.53,0.5618695544818806,0.4,E0,E2,52720.0,52720.0,52720.0,59080.0,52720.0,59770.0,52720.0,52720.0,52720.0,52720.0,41290.0,49320.0,52720.0,52720.0,52720.0,52720.0,52720.0,46920.0,52720.0,52720.0,52720.0,52720.0,52720.0,52720.0,52720.0,52720.0,52720.0,52720.0,52720.0,52700.0,52720.0,60290.0,52720.0,48280.0,41140.0,52720.0,85070.0,52720.0,52720.0,52720.0,52720.0,52720.0,52720.0,44940.0,33940.0,52720.0,52720.0,65170.0,52720.0,52720.0,52720.0,52720.0,52720.0,52720.0,52720.0,1650.0,22.0,3.0,34.0,14.0,192.0,30.0,18.0,5.0,7.0,30.0,60.0,7.0,9.0,64.0,34.0,16.0,15.0,21.0,20.0,7.0,29.0,38.0,46.0,31.0,12.0,31.0,5.0,11.0,16.0,7.0,40.0,9.0,50.0,30.0,5.0,80.0,18.0,21.0,64.0,5.0,24.0,5.0,35.0,90.0,18.0,3.0,43.0,37.0,7.0,31.0,3.0,1.0,10.0,0.0
"Read and interpret engineering drawings, diagrams, instructions, or specifications to determine needed repairs, fabrication method, and operation sequence.",read and interpret engineering drawings diagrams instructions or specifications to determine needed repairs fabrication method and operation sequence,"Interpret blueprints, specifications, or diagrams to inform installation, development or operation activities.",Read documents or materials to inform work processes.,Getting Information,Camera and Photographic Equipment Repairers,camera and photographic equipment repairers,49-9061.00,Camera and Photographic Equipment Repairers,49-9061,49-9061.00,Precision Instrument and Equipment Repairers,"Other Installation, Maintenance, and Repair Occupations","Installation, Maintenance, and Repair Occupations",2026-05-31,0.0030529241359659,4.924642126789366,False,1.974533076923077,3.99,88.53,0.5618695544818806,0.4,E0,E2,52720.0,52720.0,52720.0,59080.0,52720.0,59770.0,52720.0,52720.0,52720.0,52720.0,41290.0,49320.0,52720.0,52720.0,52720.0,52720.0,52720.0,46920.0,52720.0,52720.0,52720.0,52720.0,52720.0,52720.0,52720.0,52720.0,52720.0,52720.0,52720.0,52700.0,52720.0,60290.0,52720.0,48280.0,41140.0,52720.0,85070.0,52720.0,52720.0,52720.0,52720.0,52720.0,52720.0,44940.0,33940.0,52720.0,52720.0,65170.0,52720.0,52720.0,52720.0,52720.0,52720.0,52720.0,52720.0,1650.0,22.0,3.0,34.0,14.0,192.0,30.0,18.0,5.0,7.0,30.0,60.0,7.0,9.0,64.0,34.0,16.0,15.0,21.0,20.0,7.0,29.0,38.0,46.0,31.0,12.0,31.0,5.0,11.0,16.0,7.0,40.0,9.0,50.0,30.0,5.0,80.0,18.0,21.0,64.0,5.0,24.0,5.0,35.0,90.0,18.0,3.0,43.0,37.0,7.0,31.0,3.0,1.0,10.0,0.0
"Read and interpret work orders and instructions to determine work assignments, process specifications, and production schedules.",read and interpret work orders and instructions to determine work assignments process specifications and production schedules,Read work orders or other instructions to determine product specifications or materials requirements.,Read documents or materials to inform work processes.,Getting Information,"Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders",furnace kiln oven drier and kettle operators and tenders,51-9051.00,"Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders",51-9051,51-9051.00,"Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders",Other Production Occupations,Production Occupations,2026-05-31,0.0030529241359659,4.9474,False,1.98476,4.16,75.74,0.1384809995306224,0.1,E0,E1,48040.0,50600.0,48040.0,44530.0,43560.0,45300.0,55770.0,48040.0,48040.0,48040.0,42400.0,50820.0,48040.0,57690.0,62870.0,48770.0,45910.0,62350.0,75620.0,47820.0,48060.0,77440.0,53300.0,47410.0,47210.0,44370.0,49470.0,53250.0,41650.0,48040.0,49250.0,52440.0,48040.0,49280.0,39310.0,60170.0,46190.0,42970.0,50820.0,49610.0,48040.0,48170.0,48200.0,44710.0,45040.0,45610.0,52560.0,49650.0,58580.0,45690.0,56140.0,62130.0,48040.0,48040.0,48040.0,14280.0,1090.0,30.0,140.0,150.0,900.0,100.0,155.0,44.0,64.0,350.0,870.0,57.0,120.0,230.0,650.0,100.0,210.0,240.0,120.0,70.0,100.0,120.0,420.0,100.0,370.0,270.0,100.0,100.0,142.0,60.0,300.0,79.0,490.0,530.0,70.0,1580.0,370.0,540.0,410.0,46.0,300.0,40.0,640.0,780.0,130.0,50.0,260.0,430.0,80.0,210.0,50.0,6.0,86.0,3.0
"Read and interpret work orders and instructions to determine work assignments, process specifications, and production schedules.",read and interpret work orders and instructions to determine work assignments process specifications and production schedules,Review blueprints or other instructions to determine operational methods or sequences.,Read documents or materials to inform work processes.,Getting Information,"Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders",furnace kiln oven drier and kettle operators and tenders,51-9051.00,"Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders",51-9051,51-9051.00,"Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders",Other Production Occupations,Production Occupations,2026-05-31,0.0030529241359659,4.9474,False,1.98476,4.16,75.74,0.1384809995306224,0.1,E0,E1,48040.0,50600.0,48040.0,44530.0,43560.0,45300.0,55770.0,48040.0,48040.0,48040.0,42400.0,50820.0,48040.0,57690.0,62870.0,48770.0,45910.0,62350.0,75620.0,47820.0,48060.0,77440.0,53300.0,47410.0,47210.0,44370.0,49470.0,53250.0,41650.0,48040.0,49250.0,52440.0,48040.0,49280.0,39310.0,60170.0,46190.0,42970.0,50820.0,49610.0,48040.0,48170.0,48200.0,44710.0,45040.0,45610.0,52560.0,49650.0,58580.0,45690.0,56140.0,62130.0,48040.0,48040.0,48040.0,14280.0,1090.0,30.0,140.0,150.0,900.0,100.0,155.0,44.0,64.0,350.0,870.0,57.0,120.0,230.0,650.0,100.0,210.0,240.0,120.0,70.0,100.0,120.0,420.0,100.0,370.0,270.0,100.0,100.0,142.0,60.0,300.0,79.0,490.0,530.0,70.0,1580.0,370.0,540.0,410.0,46.0,300.0,40.0,640.0,780.0,130.0,50.0,260.0,430.0,80.0,210.0,50.0,6.0,86.0,3.0
"Read and understand operating manuals, blueprints, and technical drawings.",read and understand operating manuals blueprints and technical drawings,Read technical information needed to perform maintenance or repairs.,Read documents or materials to inform work processes.,Getting Information,"Mobile Heavy Equipment Mechanics, Except Engines",mobile heavy equipment mechanics except engines,49-3042.00,"Mobile Heavy Equipment Mechanics, Except Engines",49-3042,49-3042.00,Heavy Vehicle and Mobile Equipment Service Technicians and Mechanics,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers","Installation, Maintenance, and Repair Occupations",2026-05-31,0.0113071264295034,4.836892997556052,False,1.510058076923077,4.26,98.9,0.1259623191870829,0.1,E2,E2,65510.0,63850.0,82670.0,64980.0,60530.0,78550.0,71830.0,78190.0,67010.0,70780.0,63550.0,60560.0,79170.0,64830.0,71370.0,64200.0,64290.0,60890.0,59220.0,62260.0,61280.0,68250.0,76070.0,66680.0,79370.0,58180.0,63390.0,72560.0,65150.0,79860.0,68570.0,78180.0,63630.0,66310.0,64080.0,76030.0,63200.0,58130.0,74740.0,63870.0,68130.0,59180.0,66730.0,61880.0,61940.0,63580.0,64020.0,63950.0,78620.0,56810.0,65450.0,73200.0,45280.0,43510.0,65510.0,176600.0,4640.0,1430.0,7040.0,1190.0,20080.0,4060.0,1080.0,540.0,130.0,9240.0,6270.0,530.0,1220.0,3470.0,3130.0,2820.0,1690.0,2540.0,4270.0,1490.0,1800.0,1620.0,3860.0,2890.0,1690.0,3370.0,1330.0,1490.0,2870.0,660.0,3520.0,1470.0,4700.0,5100.0,1720.0,6270.0,2800.0,2650.0,6870.0,260.0,2830.0,830.0,2600.0,20080.0,2230.0,350.0,4340.0,3900.0,2110.0,2090.0,1420.0,280.0,240.0,36.0
"Read copy or proof to detect and correct errors in spelling, punctuation, and syntax.",read copy or proof to detect and correct errors in spelling punctuation and syntax,Edit written materials.,Edit written materials or documents.,Making Decisions and Solving Problems,Editors,editors,27-3041.00,Editors,27-3041,27-3041.00,Writers and Editors,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0904570114360276,4.72250252270434,False,3.822,4.55,99.56,0.3201634529382194,0.1,E1,E1,77920.0,63330.0,63630.0,63090.0,50180.0,98030.0,77870.0,85950.0,75020.0,83920.0,73950.0,76650.0,55070.0,77920.0,76060.0,56440.0,57200.0,61920.0,59430.0,58860.0,50180.0,75550.0,83170.0,63090.0,62650.0,54380.0,61620.0,61750.0,46320.0,72510.0,66510.0,81680.0,64250.0,101480.0,73740.0,60520.0,72160.0,50780.0,71540.0,63460.0,77960.0,62000.0,56730.0,59550.0,45950.0,65040.0,66860.0,80590.0,77850.0,56630.0,64270.0,46710.0,77920.0,39640.0,77920.0,91690.0,530.0,60.0,820.0,260.0,14830.0,1830.0,1050.0,170.0,3310.0,3790.0,1920.0,100.0,230.0,4560.0,830.0,900.0,500.0,490.0,330.0,300.0,1850.0,3100.0,1690.0,1970.0,290.0,880.0,200.0,360.0,909.0,250.0,2120.0,230.0,16800.0,1870.0,200.0,1800.0,500.0,1110.0,3240.0,340.0,500.0,140.0,1390.0,6460.0,590.0,240.0,2720.0,1860.0,260.0,1510.0,110.0,39.0,300.0,19.0
Read corrected copies or proofs to ensure that all corrections have been made.,read corrected copies or proofs to ensure that all corrections have been made,"Proofread documents, records, or other files to ensure accuracy.",Examine materials or documentation for accuracy or compliance.,Evaluating Information to Determine Compliance with Standards,Proofreaders and Copy Markers,proofreaders and copy markers,43-9081.00,Proofreaders and Copy Markers,43-9081,43-9081.00,Proofreaders and Copy Markers,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.1698837691988375,False,3.472023076923077,4.6,89.91,0.5344629070820696,0.2,E2,E1,51120.0,51120.0,51120.0,51120.0,51120.0,57490.0,51120.0,51120.0,51120.0,68120.0,35610.0,49200.0,51120.0,51120.0,50060.0,40920.0,44680.0,51160.0,46380.0,51120.0,51120.0,53920.0,57160.0,35530.0,49450.0,51120.0,52920.0,51120.0,51120.0,51120.0,51120.0,56700.0,51120.0,59740.0,46140.0,51120.0,55560.0,51120.0,51120.0,47510.0,51120.0,42900.0,51120.0,51120.0,41990.0,42840.0,51120.0,48090.0,53890.0,36730.0,43630.0,51120.0,51120.0,51120.0,51120.0,4580.0,62.0,10.0,95.0,38.0,300.0,120.0,70.0,14.0,50.0,200.0,143.0,18.0,25.0,300.0,80.0,110.0,90.0,70.0,57.0,19.0,81.0,190.0,140.0,86.0,34.0,110.0,15.0,30.0,45.0,20.0,160.0,25.0,1030.0,70.0,13.0,100.0,40.0,58.0,230.0,15.0,40.0,13.0,96.0,200.0,51.0,9.0,90.0,60.0,50.0,60.0,8.0,2.0,27.0,1.0
Read documentation to confirm the identity of the deceased.,read documentation to confirm the identity of the deceased,Verify information or specifications.,Evaluate the quality or accuracy of data.,Processing Information,"Personal Care and Service Workers, All Other",personal care and service workers all other,39-9099.00,Crematory Operators,39-4012,39-4012.00,Embalmers and Crematory Operators,Funeral Service Workers,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.8713,False,1.0816243212669685,4.0458823529411765,74.67529411764706,0.6573855089555921,0.3313855565486355,E2,E2,43650.0,33840.0,43650.0,49970.0,43650.0,49780.0,52060.0,47160.0,50320.0,43650.0,38710.0,43650.0,43650.0,43650.0,41740.0,40650.0,35120.0,46490.0,37740.0,43650.0,43650.0,43650.0,56050.0,40970.0,43650.0,43650.0,43650.0,43650.0,43650.0,46190.0,43650.0,43650.0,43650.0,43650.0,41350.0,43650.0,43530.0,43650.0,37020.0,47980.0,43650.0,43650.0,43650.0,35880.0,33270.0,43650.0,43650.0,43650.0,53580.0,43840.0,64220.0,43650.0,43650.0,43650.0,43650.0,2970.0,40.0,6.0,40.0,25.0,240.0,70.0,100.0,30.0,13.0,320.0,93.0,12.0,16.0,190.0,190.0,30.0,50.0,50.0,37.0,12.0,52.0,30.0,130.0,56.0,22.0,56.0,10.0,19.0,80.0,13.0,81.0,17.0,184.0,150.0,8.0,60.0,32.0,100.0,140.0,10.0,44.0,9.0,62.0,270.0,33.0,6.0,78.0,70.0,30.0,56.0,5.0,1.0,18.0,1.0
Read documents on pleadings and motions to ascertain facts and issues.,read documents on pleadings and motions to ascertain facts and issues,Research relevant legal materials to aid decision making.,Consult legal materials or public records.,Getting Information,"Judges, Magistrate Judges, and Magistrates",judges magistrate judges and magistrates,23-1023.00,"Judges, Magistrate Judges, and Magistrates",23-1023,23-1023.00,"Judges, Magistrates, and Other Judicial Workers","Lawyers, Judges, and Related Workers",Legal Occupations,2026-05-31,0.0226142528590069,4.441285413955352,False,3.142396923076923,4.6,99.74,1.5170103116512454,0.6,E2,E2,153990.0,52850.0,183310.0,93280.0,153990.0,153990.0,198790.0,217760.0,131340.0,153990.0,186040.0,133660.0,211810.0,172920.0,153990.0,183000.0,147510.0,148910.0,150650.0,83040.0,161470.0,172190.0,221710.0,51210.0,190110.0,49960.0,153990.0,84630.0,208180.0,166360.0,153990.0,204160.0,205400.0,216390.0,153990.0,171100.0,95260.0,153990.0,166400.0,110580.0,239760.0,86210.0,153990.0,208350.0,139990.0,92780.0,194170.0,104000.0,134270.0,63240.0,76620.0,153990.0,153990.0,153990.0,153990.0,24030.0,560.0,140.0,590.0,240.0,2796.0,620.0,230.0,120.0,108.0,1380.0,1190.0,120.0,250.0,936.0,790.0,410.0,420.0,370.0,180.0,100.0,170.0,610.0,570.0,590.0,360.0,600.0,70.0,160.0,90.0,105.0,920.0,250.0,2270.0,759.0,130.0,1720.0,262.0,40.0,931.0,120.0,670.0,70.0,420.0,2770.0,100.0,80.0,1270.0,1040.0,350.0,130.0,43.0,10.0,490.0,5.0
Read documents on pleadings and motions to ascertain facts and issues.,read documents on pleadings and motions to ascertain facts and issues,Identify implications for cases from legal precedents or other legal information.,"Research laws, precedents, or other legal data.",Analyzing Data or Information,"Judges, Magistrate Judges, and Magistrates",judges magistrate judges and magistrates,23-1023.00,"Judges, Magistrate Judges, and Magistrates",23-1023,23-1023.00,"Judges, Magistrates, and Other Judicial Workers","Lawyers, Judges, and Related Workers",Legal Occupations,2026-05-31,0.0226142528590069,4.441285413955352,False,3.142396923076923,4.6,99.74,1.5170103116512454,0.6,E2,E2,153990.0,52850.0,183310.0,93280.0,153990.0,153990.0,198790.0,217760.0,131340.0,153990.0,186040.0,133660.0,211810.0,172920.0,153990.0,183000.0,147510.0,148910.0,150650.0,83040.0,161470.0,172190.0,221710.0,51210.0,190110.0,49960.0,153990.0,84630.0,208180.0,166360.0,153990.0,204160.0,205400.0,216390.0,153990.0,171100.0,95260.0,153990.0,166400.0,110580.0,239760.0,86210.0,153990.0,208350.0,139990.0,92780.0,194170.0,104000.0,134270.0,63240.0,76620.0,153990.0,153990.0,153990.0,153990.0,24030.0,560.0,140.0,590.0,240.0,2796.0,620.0,230.0,120.0,108.0,1380.0,1190.0,120.0,250.0,936.0,790.0,410.0,420.0,370.0,180.0,100.0,170.0,610.0,570.0,590.0,360.0,600.0,70.0,160.0,90.0,105.0,920.0,250.0,2270.0,759.0,130.0,1720.0,262.0,40.0,931.0,120.0,670.0,70.0,420.0,2770.0,100.0,80.0,1270.0,1040.0,350.0,130.0,43.0,10.0,490.0,5.0
"Read, evaluate and edit manuscripts or other materials submitted for publication, and confer with authors regarding changes in content, style or organization, or publication.",read evaluate and edit manuscripts or other materials submitted for publication and confer with authors regarding changes in content style or organization or publication,Edit written materials.,Edit written materials or documents.,Making Decisions and Solving Problems,Editors,editors,27-3041.00,Editors,27-3041,27-3041.00,Writers and Editors,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0113071264295034,3.549598393574297,False,2.586255384615385,4.47,98.3,1.801133071022619,0.8555329901705587,E1,E1,77920.0,63330.0,63630.0,63090.0,50180.0,98030.0,77870.0,85950.0,75020.0,83920.0,73950.0,76650.0,55070.0,77920.0,76060.0,56440.0,57200.0,61920.0,59430.0,58860.0,50180.0,75550.0,83170.0,63090.0,62650.0,54380.0,61620.0,61750.0,46320.0,72510.0,66510.0,81680.0,64250.0,101480.0,73740.0,60520.0,72160.0,50780.0,71540.0,63460.0,77960.0,62000.0,56730.0,59550.0,45950.0,65040.0,66860.0,80590.0,77850.0,56630.0,64270.0,46710.0,77920.0,39640.0,77920.0,91690.0,530.0,60.0,820.0,260.0,14830.0,1830.0,1050.0,170.0,3310.0,3790.0,1920.0,100.0,230.0,4560.0,830.0,900.0,500.0,490.0,330.0,300.0,1850.0,3100.0,1690.0,1970.0,290.0,880.0,200.0,360.0,909.0,250.0,2120.0,230.0,16800.0,1870.0,200.0,1800.0,500.0,1110.0,3240.0,340.0,500.0,140.0,1390.0,6460.0,590.0,240.0,2720.0,1860.0,260.0,1510.0,110.0,39.0,300.0,19.0
"Read from scripts or books to narrate action or to inform or entertain audiences, utilizing few or no stage props.",read from scripts or books to narrate action or to inform or entertain audiences utilizing few or no stage props,Entertain public with comedic or dramatic performances.,Present arts or entertainment performances.,Performing for or Working Directly with the Public,Actors,actors,27-2011.00,Actors,27-2011,27-2011.00,"Actors, Producers, and Directors","Entertainers and Performers, Sports and Related Workers","Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0113071264295034,4.300186838281088,True,0.913958846153846,3.86,78.0,0.1953379512556678,0.3,E0,E1,81670.0,51396.80000000001,81670.0,44012.80000000001,40539.2,81670.0,81670.0,58052.80000000001,81670.0,81670.0,39748.8,41080.0,81670.0,81670.0,31200.0,81670.0,81670.0,81670.0,39208.0,81670.0,81670.0,76918.4,81670.0,81670.0,39416.0,49316.80000000001,39936.0,81670.0,81670.0,26540.8,81670.0,50523.19999999999,81670.0,59155.2,39166.4,81670.0,28100.8,81670.0,62004.8,46072.0,81670.0,81670.0,81670.0,45385.6,53788.8,81670.0,81670.0,81670.0,81670.0,81670.0,81670.0,81670.0,81670.0,81670.0,81670.0,55000.0,150.0,114.0,380.0,70.0,26170.0,200.0,180.0,170.0,247.0,6400.0,1520.0,220.0,301.0,1060.0,510.0,548.0,505.0,90.0,680.0,225.0,520.0,660.0,150.0,520.0,80.0,450.0,70.0,360.0,790.0,240.0,470.0,306.0,6630.0,730.0,151.0,170.0,600.0,470.0,890.0,176.0,140.0,161.0,370.0,2160.0,630.0,107.0,1444.0,1248.0,247.0,260.0,99.0,23.0,330.0,11.0
Read incoming correspondence to ascertain nature of writers' concerns and to determine disposition of correspondence.,read incoming correspondence to ascertain nature of writers concerns and to determine disposition of correspondence,Read materials to determine needed actions.,Read documents or materials to inform work processes.,Getting Information,Correspondence Clerks,correspondence clerks,43-4021.00,Correspondence Clerks,43-4021,43-4021.00,Correspondence Clerks,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0565356321475172,4.979029081218863,False,2.503910769230769,3.99,85.77,0.732989043697264,0.4,E1,E1,46800.0,46800.0,46800.0,39900.0,46800.0,53640.0,45510.0,61310.0,46800.0,46800.0,46800.0,46800.0,46800.0,51010.0,46280.0,49710.0,46800.0,46800.0,46800.0,36790.0,49180.0,46800.0,46800.0,40780.0,46800.0,46800.0,43400.0,46800.0,49800.0,47820.0,49730.0,48510.0,46800.0,49360.0,42340.0,46800.0,49700.0,46800.0,61160.0,40270.0,46800.0,41710.0,46800.0,42390.0,48860.0,47450.0,46800.0,48310.0,46800.0,46800.0,47400.0,46800.0,46800.0,46800.0,46800.0,4290.0,58.0,9.0,110.0,36.0,240.0,50.0,70.0,13.0,19.0,350.0,150.0,17.0,40.0,50.0,70.0,43.0,39.0,55.0,60.0,40.0,76.0,100.0,40.0,81.0,32.0,70.0,14.0,60.0,130.0,120.0,40.0,24.0,540.0,50.0,12.0,40.0,47.0,110.0,140.0,14.0,130.0,13.0,100.0,830.0,140.0,8.0,113.0,97.0,19.0,81.0,8.0,2.0,26.0,1.0
"Read inventory records, customer orders, or shipping schedules to determine required activities.",read inventory records customer orders or shipping schedules to determine required activities,Monitor organizational processes.,Monitor operations to ensure adequate performance.,"Monitoring Processes, Materials, or Surroundings","First-Line Supervisors of Farming, Fishing, and Forestry Workers",firstline supervisors of farming fishing and forestry workers,45-1011.00,"First-Line Supervisors of Farming, Fishing, and Forestry Workers",45-1011,45-1011.00,"First-Line Supervisors of Farming, Fishing, and Forestry Workers","Supervisors of Farming, Fishing, and Forestry Workers","Farming, Fishing, and Forestry Occupations",2026-05-31,0.0791498850065242,4.945013795821838,False,0.948806153846154,3.63,73.05,0.0512844088320691,0.1,E2,E1,59320.0,60710.0,59320.0,64900.0,62790.0,56280.0,66030.0,59460.0,66550.0,59320.0,58780.0,70560.0,60050.0,69360.0,59030.0,75460.0,59150.0,58670.0,62030.0,59020.0,64290.0,62230.0,59640.0,55460.0,81480.0,60890.0,60950.0,64990.0,62620.0,61180.0,74420.0,57240.0,50160.0,66460.0,58700.0,59320.0,54940.0,62040.0,57940.0,58570.0,53770.0,56730.0,57880.0,52960.0,53170.0,52760.0,68630.0,56990.0,66200.0,53190.0,62610.0,59640.0,59320.0,33800.0,59320.0,27960.0,590.0,58.0,480.0,240.0,10450.0,640.0,60.0,70.0,125.0,940.0,770.0,230.0,530.0,510.0,220.0,360.0,270.0,320.0,490.0,100.0,200.0,390.0,500.0,230.0,440.0,430.0,260.0,90.0,130.0,40.0,270.0,220.0,520.0,560.0,77.0,380.0,220.0,840.0,530.0,60.0,370.0,110.0,170.0,1150.0,160.0,40.0,670.0,1220.0,70.0,330.0,40.0,12.0,210.0,6.0
"Read manuals, periodicals, and technical reports to learn how to develop programs that meet staff and user requirements.",read manuals periodicals and technical reports to learn how to develop programs that meet staff and user requirements,Read documents to gather technical information.,Read documents or materials to inform work processes.,Getting Information,Computer Systems Analysts,computer systems analysts,15-1121.00,Computer Systems Analysts,15-1211,15-1211.00,Computer and Information Analysts,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0452285057180138,4.849952716192077,False,0.2224923076923077,3.21,76.98,0.0257957912119931,0.2,E1,E1,105850.0,101770.0,88520.0,103530.0,81760.0,127720.0,127750.0,109600.0,110560.0,116820.0,101900.0,106240.0,88640.0,75310.0,101570.0,98810.0,95920.0,100770.0,95090.0,95660.0,95820.0,113610.0,128240.0,103410.0,106350.0,86280.0,92060.0,91310.0,91810.0,104060.0,107670.0,122890.0,98220.0,109610.0,106850.0,105470.0,102320.0,95930.0,121620.0,98550.0,134630.0,98280.0,99790.0,95630.0,107390.0,98770.0,99610.0,120840.0,129410.0,105850.0,100440.0,109780.0,59900.0,63730.0,59430.0,421026.0,10632.0,681.0,18364.0,6645.0,95724.0,10098.0,7780.0,3468.0,4020.0,57165.0,18866.0,2707.0,2674.0,33405.0,15657.0,7715.0,6062.0,9611.0,4830.0,4020.0,24863.0,35917.0,22805.0,18364.0,1990.0,12529.0,1378.0,3955.0,4117.0,3387.0,26776.0,3712.0,39061.0,33891.0,454.0,31103.0,3710.0,9141.0,31524.0,1850.0,7699.999999999999,1799.0,16565.0,77782.0,4781.0,956.0,37586.0,39094.0,1669.0,13517.0,502.0,59.99999999999999,2075.0,65.0
Read search requests to ascertain types of title evidence required and to obtain descriptions of properties and names of involved parties.,read search requests to ascertain types of title evidence required and to obtain descriptions of properties and names of involved parties,Read documents to gather technical information.,Read documents or materials to inform work processes.,Getting Information,"Title Examiners, Abstractors, and Searchers",title examiners abstractors and searchers,23-2093.00,"Title Examiners, Abstractors, and Searchers",23-2093,23-2093.00,Miscellaneous Legal Support Workers,Legal Support Workers,Legal Occupations,2026-05-31,0.0113071264295034,4.9952000000000005,False,3.4012461538461536,4.21,96.34,0.2803557417564749,0.1,E1,E1,58650.0,61330.0,75960.0,49580.0,47510.0,67230.0,77600.0,62940.0,65270.0,58650.0,58450.0,48320.0,58650.0,61730.0,49990.0,46150.0,46330.0,54640.0,52860.0,38470.0,48900.0,55460.0,69100.0,49540.0,58250.0,47060.0,48190.0,58650.0,48880.0,71050.0,62090.0,61930.0,57940.0,61380.0,50500.0,59980.0,56680.0,50270.0,76930.0,52220.0,63300.0,46740.0,59300.0,50240.0,60120.0,62210.0,58650.0,54230.0,66440.0,77230.0,48070.0,48710.0,58650.0,44570.0,58650.0,48580.0,656.0,100.0,1210.0,650.0,5653.0,1400.0,90.0,140.0,218.0,4800.0,660.0,90.0,640.0,1290.0,993.0,400.0,710.0,270.0,390.0,70.0,420.0,1129.0,1367.0,560.0,150.0,1470.0,159.0,360.0,620.0,212.0,550.0,480.0,2130.0,400.0,140.0,1860.0,1500.0,640.0,2220.0,120.0,715.0,180.0,1160.0,6770.0,1160.0,94.0,1340.0,930.0,350.0,700.0,200.0,21.0,291.0,10.0
Read service guides to find information needed to perform repairs.,read service guides to find information needed to perform repairs,Read technical information needed to perform maintenance or repairs.,Read documents or materials to inform work processes.,Getting Information,"Electric Motor, Power Tool, and Related Repairers",electric motor power tool and related repairers,49-2092.00,"Electric Motor, Power Tool, and Related Repairers",49-2092,49-2092.00,"Miscellaneous Electrical and Electronic Equipment Mechanics, Installers, and Repairers","Electrical and Electronic Equipment Mechanics, Installers, and Repairers","Installation, Maintenance, and Repair Occupations",2026-05-31,0.0030529241359659,4.857096176887049,False,1.906523076923077,3.96,85.02,0.1401050527914166,0.1,E2,E1,56210.0,38430.0,56210.0,51600.0,51670.0,66040.0,61570.0,63970.0,44290.0,56210.0,46200.0,43610.0,56210.0,47840.0,79320.0,46520.0,47180.0,57600.0,48900.0,60420.0,61090.0,54670.0,62710.0,48440.0,58690.0,49060.0,47120.0,56210.0,57760.0,60230.0,63030.0,60750.0,56210.0,66710.0,46320.0,61160.0,52350.0,38880.0,49260.0,56210.0,56210.0,59460.0,50150.0,36240.0,60290.0,59980.0,56210.0,63690.0,56870.0,51280.0,75550.0,56210.0,56210.0,26340.0,56210.0,14450.0,100.0,30.0,299.0,90.0,810.0,640.0,180.0,30.0,65.0,1150.0,190.0,58.0,60.0,840.0,210.0,210.0,110.0,280.0,270.0,59.0,40.0,336.0,390.0,60.0,170.0,220.0,47.0,60.0,30.0,63.0,100.0,80.0,410.0,750.0,160.0,550.0,690.0,230.0,1480.0,46.0,60.0,60.0,303.0,2250.0,160.0,28.0,570.0,30.0,70.0,260.0,26.0,6.0,170.0,3.0
"Read source documents such as canceled checks, sales reports, or bills, and enter data in specific data fields or onto tapes or disks for subsequent entry, using keyboards or scanners.",read source documents such as canceled checks sales reports or bills and enter data in specific data fields or onto tapes or disks for subsequent entry using keyboards or scanners,Enter information into databases or software programs.,Process digital or online data.,Working with Computers,Data Entry Keyers,data entry keyers,43-9021.00,Data Entry Keyers,43-9021,43-9021.00,Data Entry and Information Processing Workers,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.1469926435835449,4.985444689821321,True,4.825503461538461,4.52,66.96,1.267154141550435,0.4,E2,E2,41340.0,35130.0,40700.0,43200.0,33860.0,47010.0,43910.0,38560.0,37810.0,55170.0,38880.0,41270.0,47630.0,42810.0,42840.0,40550.0,43640.0,38290.0,36870.0,36920.0,48190.0,38970.0,47560.0,38080.0,44280.0,34540.0,41340.0,42340.0,39600.0,39260.0,43440.0,42470.0,49810.0,44860.0,39610.0,48300.0,40220.0,38590.0,41340.0,38810.0,44980.0,38070.0,34320.0,40490.0,38880.0,47180.0,43280.0,38900.0,47480.0,35900.0,38170.0,45870.0,25730.0,23940.0,33280.0,127080.0,1060.0,160.0,3420.0,1000.0,14520.0,1190.0,1290.0,410.0,200.0,7650.0,3410.0,210.0,540.0,5910.0,2370.0,1180.0,1210.0,2020.0,1800.0,140.0,1850.0,1590.0,3290.0,1360.0,530.0,2720.0,300.0,1260.0,800.0,790.0,4940.0,300.0,9470.0,3330.0,110.0,4530.0,1290.0,1840.0,5270.0,270.0,1490.0,30.0,2360.0,17850.0,2140.0,290.0,2890.0,1360.0,660.0,2360.0,140.0,100.0,2000.0,70.0
"Read specifications, such as blueprints, charts, or schematics, to determine machine settings or adjustments.",read specifications such as blueprints charts or schematics to determine machine settings or adjustments,Read technical information needed to perform maintenance or repairs.,Read documents or materials to inform work processes.,Getting Information,"Computer, Automated Teller, and Office Machine Repairers",computer automated teller and office machine repairers,49-2011.00,"Computer, Automated Teller, and Office Machine Repairers",49-2011,49-2011.00,"Computer, Automated Teller, and Office Machine Repairers","Electrical and Electronic Equipment Mechanics, Installers, and Repairers","Installation, Maintenance, and Repair Occupations",2026-05-31,0.0030529241359659,4.85,False,0.7602269230769232,3.79,80.48,0.051006187030303,0.1,E2,E2,47810.0,39970.0,46680.0,49620.0,45970.0,58280.0,49650.0,61190.0,51550.0,47810.0,45690.0,45390.0,49270.0,39190.0,44860.0,46170.0,47330.0,44290.0,47070.0,50150.0,49610.0,54120.0,57270.0,47570.0,50540.0,42920.0,44080.0,48820.0,46890.0,38430.0,60570.0,57330.0,43330.0,57290.0,46890.0,58720.0,47740.0,51880.0,46950.0,47920.0,49700.0,39060.0,59700.0,42330.0,45480.0,41810.0,53610.0,44750.0,49050.0,38720.0,47690.0,47480.0,32360.0,37560.0,47810.0,65600.0,930.0,170.0,1000.0,560.0,7250.0,880.0,380.0,250.0,294.0,3470.0,2330.0,110.0,180.0,3260.0,2140.0,420.0,570.0,1440.0,900.0,290.0,960.0,1350.0,1660.0,1720.0,490.0,1090.0,160.0,640.0,410.0,260.0,2190.0,330.0,3240.0,3160.0,160.0,2040.0,780.0,1050.0,2390.0,70.0,680.0,300.0,1110.0,7140.0,570.0,80.0,1530.0,2010.0,370.0,1010.0,70.0,90.0,140.0,13.0
"Read technical manuals, confer with users, or conduct computer diagnostics to investigate and resolve problems or to provide technical assistance and support.",read technical manuals confer with users or conduct computer diagnostics to investigate and resolve problems or to provide technical assistance and support,Read documents to gather technical information.,Read documents or materials to inform work processes.,Getting Information,Computer User Support Specialists,computer user support specialists,15-1151.00,Computer User Support Specialists,15-1232,15-1232.00,Computer Support Specialists,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0452285057180138,4.6549948506694125,False,2.742590769230769,3.94,100.0,1.542329733637374,0.7,E1,E1,61860.0,49630.0,63110.0,61410.0,46360.0,79570.0,71900.0,70210.0,62160.0,80950.0,58740.0,60440.0,56760.0,59170.0,59860.0,56510.0,58810.0,56150.0,57850.0,52440.0,60890.0,64750.0,75070.0,56240.0,63630.0,52230.0,59770.0,58460.0,60830.0,57870.0,60660.0,64470.0,53280.0,72560.0,60120.0,61310.0,59720.0,52040.0,62840.0,58670.0,62510.0,52080.0,48260.0,55990.0,59490.0,61110.0,63030.0,65040.0,75220.0,55350.0,58810.0,65100.0,37460.0,36250.0,50430.0,717190.0,7360.0,950.0,18780.0,4390.0,74490.0,16740.0,9300.0,1890.0,3140.0,51220.0,25980.0,2440.0,3650.0,26060.0,13540.0,6140.0,6780.0,9460.0,4780.0,2810.0,12200.0,17570.0,22090.0,15320.0,3830.0,13510.0,1640.0,6380.0,6560.0,3910.0,18200.0,3290.0,39100.0,23100.0,1400.0,22370.0,9600.0,8850.0,30560.0,1780.0,9880.0,1240.0,11920.0,72030.0,11120.0,1630.0,20910.0,21860.0,2250.0,12400.0,790.0,220.0,5760.0,90.0
"Read technical manuals, confer with users, or conduct computer diagnostics to investigate and resolve problems or to provide technical assistance and support.",read technical manuals confer with users or conduct computer diagnostics to investigate and resolve problems or to provide technical assistance and support,Resolve computer software problems.,Resolve computer problems.,Working with Computers,Computer User Support Specialists,computer user support specialists,15-1151.00,Computer User Support Specialists,15-1232,15-1232.00,Computer Support Specialists,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0452285057180138,4.6549948506694125,False,2.742590769230769,3.94,100.0,1.542329733637374,0.7,E1,E1,61860.0,49630.0,63110.0,61410.0,46360.0,79570.0,71900.0,70210.0,62160.0,80950.0,58740.0,60440.0,56760.0,59170.0,59860.0,56510.0,58810.0,56150.0,57850.0,52440.0,60890.0,64750.0,75070.0,56240.0,63630.0,52230.0,59770.0,58460.0,60830.0,57870.0,60660.0,64470.0,53280.0,72560.0,60120.0,61310.0,59720.0,52040.0,62840.0,58670.0,62510.0,52080.0,48260.0,55990.0,59490.0,61110.0,63030.0,65040.0,75220.0,55350.0,58810.0,65100.0,37460.0,36250.0,50430.0,717190.0,7360.0,950.0,18780.0,4390.0,74490.0,16740.0,9300.0,1890.0,3140.0,51220.0,25980.0,2440.0,3650.0,26060.0,13540.0,6140.0,6780.0,9460.0,4780.0,2810.0,12200.0,17570.0,22090.0,15320.0,3830.0,13510.0,1640.0,6380.0,6560.0,3910.0,18200.0,3290.0,39100.0,23100.0,1400.0,22370.0,9600.0,8850.0,30560.0,1780.0,9880.0,1240.0,11920.0,72030.0,11120.0,1630.0,20910.0,21860.0,2250.0,12400.0,790.0,220.0,5760.0,90.0
"Read technical manuals, confer with users, or conduct computer diagnostics to investigate and resolve problems or to provide technical assistance and support.",read technical manuals confer with users or conduct computer diagnostics to investigate and resolve problems or to provide technical assistance and support,Collaborate with others to resolve information technology issues.,Coordinate with others to resolve problems.,"Communicating with Supervisors, Peers, or Subordinates",Computer User Support Specialists,computer user support specialists,15-1151.00,Computer User Support Specialists,15-1232,15-1232.00,Computer Support Specialists,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0452285057180138,4.6549948506694125,False,2.742590769230769,3.94,100.0,1.542329733637374,0.7,E1,E1,61860.0,49630.0,63110.0,61410.0,46360.0,79570.0,71900.0,70210.0,62160.0,80950.0,58740.0,60440.0,56760.0,59170.0,59860.0,56510.0,58810.0,56150.0,57850.0,52440.0,60890.0,64750.0,75070.0,56240.0,63630.0,52230.0,59770.0,58460.0,60830.0,57870.0,60660.0,64470.0,53280.0,72560.0,60120.0,61310.0,59720.0,52040.0,62840.0,58670.0,62510.0,52080.0,48260.0,55990.0,59490.0,61110.0,63030.0,65040.0,75220.0,55350.0,58810.0,65100.0,37460.0,36250.0,50430.0,717190.0,7360.0,950.0,18780.0,4390.0,74490.0,16740.0,9300.0,1890.0,3140.0,51220.0,25980.0,2440.0,3650.0,26060.0,13540.0,6140.0,6780.0,9460.0,4780.0,2810.0,12200.0,17570.0,22090.0,15320.0,3830.0,13510.0,1640.0,6380.0,6560.0,3910.0,18200.0,3290.0,39100.0,23100.0,1400.0,22370.0,9600.0,8850.0,30560.0,1780.0,9880.0,1240.0,11920.0,72030.0,11120.0,1630.0,20910.0,21860.0,2250.0,12400.0,790.0,220.0,5760.0,90.0
"Read through contracts, regulations, and procedural guidelines to ensure comprehension and compliance.",read through contracts regulations and procedural guidelines to ensure comprehension and compliance,Read documents to gather technical information.,Read documents or materials to inform work processes.,Getting Information,Administrative Services Managers,administrative services managers,11-3011.00,Administrative Services Managers,11-3012,11-3012.00,Administrative Services and Facilities Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.1017641378655311,4.923711755233494,False,0.5945069658119658,3.637777777777778,76.30555555555556,0.3888888888888889,2.0358439533727744,E2,E2,111640.0,116703.33333333331,108770.0,100733.33333333331,86256.66666666667,112133.33333333331,145503.33333333334,117130.0,136360.0,124330.0,96160.0,110286.66666666669,110143.33333333331,95210.0,106900.0,110180.0,110950.0,118136.66666666669,108000.0,98513.33333333331,103023.33333333331,109600.0,119173.33333333331,104856.66666666669,128100.0,95233.33333333331,98073.33333333331,118480.0,104530.0,97803.33333333331,119156.66666666669,137676.66666666666,105896.66666666669,138636.66666666666,106463.33333333331,93560.0,100246.66666666669,99910.0,112403.33333333331,102190.0,121490.0,117526.66666666669,104700.0,120516.66666666669,109270.0,115573.33333333331,94263.33333333331,126080.0,133750.0,88230.0,106840.0,115783.33333333331,69400.0,66786.66666666667,72133.33333333333,202003.3333333333,886.6666666666666,970.0,5643.333333333333,1033.3333333333333,34343.333333333336,2276.6666666666665,3003.333333333333,560.0,996.6666666666666,13106.666666666668,10036.666666666666,1293.3333333333337,790.0,11086.666666666668,5116.666666666667,1700.0,1126.6666666666663,2077.333333333333,2560.0,774.6666666666666,4616.666666666667,8110.0,6033.333333333333,6040.0,1443.3333333333333,3453.333333333333,380.0,2210.0,2423.333333333333,690.0,9170.0,879.3333333333333,13200.0,6510.0,290.0,7330.0,1826.6666666666663,2356.6666666666665,5543.333333333333,676.6666666666667,2566.6666666666665,423.33333333333337,6306.666666666667,19700.0,1703.3333333333333,453.33333333333337,2883.333333333333,3256.6666666666665,1463.3333333333333,4150.0,143.33333333333334,846.6666666666666,2730.0,50.0
"Read through contracts, regulations, and procedural guidelines to ensure comprehension and compliance.",read through contracts regulations and procedural guidelines to ensure comprehension and compliance,Evaluate information related to legal matters in public or personal records.,Consult legal materials or public records.,Getting Information,Administrative Services Managers,administrative services managers,11-3011.00,Administrative Services Managers,11-3012,11-3012.00,Administrative Services and Facilities Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.1017641378655311,4.923711755233494,False,0.5945069658119658,3.637777777777778,76.30555555555556,0.3888888888888889,2.0358439533727744,E2,E2,111640.0,116703.33333333331,108770.0,100733.33333333331,86256.66666666667,112133.33333333331,145503.33333333334,117130.0,136360.0,124330.0,96160.0,110286.66666666669,110143.33333333331,95210.0,106900.0,110180.0,110950.0,118136.66666666669,108000.0,98513.33333333331,103023.33333333331,109600.0,119173.33333333331,104856.66666666669,128100.0,95233.33333333331,98073.33333333331,118480.0,104530.0,97803.33333333331,119156.66666666669,137676.66666666666,105896.66666666669,138636.66666666666,106463.33333333331,93560.0,100246.66666666669,99910.0,112403.33333333331,102190.0,121490.0,117526.66666666669,104700.0,120516.66666666669,109270.0,115573.33333333331,94263.33333333331,126080.0,133750.0,88230.0,106840.0,115783.33333333331,69400.0,66786.66666666667,72133.33333333333,202003.3333333333,886.6666666666666,970.0,5643.333333333333,1033.3333333333333,34343.333333333336,2276.6666666666665,3003.333333333333,560.0,996.6666666666666,13106.666666666668,10036.666666666666,1293.3333333333337,790.0,11086.666666666668,5116.666666666667,1700.0,1126.6666666666663,2077.333333333333,2560.0,774.6666666666666,4616.666666666667,8110.0,6033.333333333333,6040.0,1443.3333333333333,3453.333333333333,380.0,2210.0,2423.333333333333,690.0,9170.0,879.3333333333333,13200.0,6510.0,290.0,7330.0,1826.6666666666663,2356.6666666666665,5543.333333333333,676.6666666666667,2566.6666666666665,423.33333333333337,6306.666666666667,19700.0,1703.3333333333333,453.33333333333337,2883.333333333333,3256.6666666666665,1463.3333333333333,4150.0,143.33333333333334,846.6666666666666,2730.0,50.0
"Read work orders, blueprints, plans, datasheets or site drawings to determine work to be done.",read work orders blueprints plans datasheets or site drawings to determine work to be done,Read work orders or descriptions of problems to determine repairs or modifications needed.,Read documents or materials to inform work processes.,Getting Information,"Radio, Cellular, and Tower Equipment Installers and Repairers",radio cellular and tower equipment installers and repairers,49-2021.00,"Radio, Cellular, and Tower Equipment Installers and Repairers",49-2021,49-2021.00,Radio and Telecommunications Equipment Installers and Repairers,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers","Installation, Maintenance, and Repair Occupations",2026-05-31,0.0113071264295034,4.9867403314917125,False,1.180281923076923,4.17,96.21,0.5319735090596482,0.9802532741816684,E0,E2,63520.0,63520.0,79050.0,95040.0,63520.0,62840.0,56110.0,100890.0,60740.0,63520.0,60140.0,62010.0,65970.0,107250.0,61110.0,60840.0,50760.0,58010.0,49840.0,63520.0,51970.0,100800.0,60890.0,64130.0,76960.0,47960.0,52450.0,47000.0,52410.0,79380.0,62450.0,75930.0,65110.0,81070.0,47040.0,63520.0,72160.0,55880.0,61020.0,103010.0,63520.0,78250.0,63620.0,49140.0,77910.0,63520.0,59290.0,67790.0,79020.0,62170.0,57740.0,63520.0,37570.0,26640.0,63520.0,11140.0,150.0,50.0,100.0,93.0,1030.0,530.0,121.0,40.0,50.0,520.0,190.0,70.0,61.0,780.0,280.0,50.0,80.0,90.0,138.0,130.0,370.0,259.0,410.0,80.0,83.0,130.0,100.0,73.0,60.0,110.0,590.0,100.0,420.0,280.0,31.0,370.0,130.0,320.0,240.0,36.0,40.0,30.0,330.0,830.0,124.0,60.0,660.0,240.0,120.0,209.0,20.0,80.0,210.0,2.0
"Read work orders, blueprints, plans, datasheets or site drawings to determine work to be done.",read work orders blueprints plans datasheets or site drawings to determine work to be done,"Interpret blueprints, specifications, or diagrams to inform installation, development or operation activities.",Read documents or materials to inform work processes.,Getting Information,"Radio, Cellular, and Tower Equipment Installers and Repairers",radio cellular and tower equipment installers and repairers,49-2021.00,"Radio, Cellular, and Tower Equipment Installers and Repairers",49-2021,49-2021.00,Radio and Telecommunications Equipment Installers and Repairers,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers","Installation, Maintenance, and Repair Occupations",2026-05-31,0.0113071264295034,4.9867403314917125,False,1.180281923076923,4.17,96.21,0.5319735090596482,0.9802532741816684,E0,E2,63520.0,63520.0,79050.0,95040.0,63520.0,62840.0,56110.0,100890.0,60740.0,63520.0,60140.0,62010.0,65970.0,107250.0,61110.0,60840.0,50760.0,58010.0,49840.0,63520.0,51970.0,100800.0,60890.0,64130.0,76960.0,47960.0,52450.0,47000.0,52410.0,79380.0,62450.0,75930.0,65110.0,81070.0,47040.0,63520.0,72160.0,55880.0,61020.0,103010.0,63520.0,78250.0,63620.0,49140.0,77910.0,63520.0,59290.0,67790.0,79020.0,62170.0,57740.0,63520.0,37570.0,26640.0,63520.0,11140.0,150.0,50.0,100.0,93.0,1030.0,530.0,121.0,40.0,50.0,520.0,190.0,70.0,61.0,780.0,280.0,50.0,80.0,90.0,138.0,130.0,370.0,259.0,410.0,80.0,83.0,130.0,100.0,73.0,60.0,110.0,590.0,100.0,420.0,280.0,31.0,370.0,130.0,320.0,240.0,36.0,40.0,30.0,330.0,830.0,124.0,60.0,660.0,240.0,120.0,209.0,20.0,80.0,210.0,2.0
Read work orders or receive oral instructions to determine work assignments or material or equipment needs.,read work orders or receive oral instructions to determine work assignments or material or equipment needs,Review work orders or schedules to determine operations or procedures.,Read documents or materials to inform work processes.,Getting Information,"Laborers and Freight, Stock, and Material Movers, Hand",laborers and freight stock and material movers hand,53-7062.00,"Laborers and Freight, Stock, and Material Movers, Hand",53-7062,53-7062.00,Laborers and Material Movers,Material Moving Workers,Transportation and Material Moving Occupations,2026-05-31,0.0113071264295034,4.864158703278093,False,2.4830476923076925,4.13,85.49,0.1826277181032224,0.1,E0,E0,40240.0,36670.0,44510.0,44290.0,35920.0,44710.0,45370.0,43640.0,37320.0,45740.0,38160.0,38480.0,44120.0,39900.0,40550.0,41340.0,43490.0,40250.0,42770.0,35340.0,42640.0,41600.0,44920.0,38860.0,46280.0,36400.0,39080.0,43840.0,42910.0,39350.0,42110.0,39540.0,37230.0,44630.0,38230.0,45690.0,39460.0,36990.0,44750.0,42480.0,41690.0,37530.0,38980.0,38160.0,37540.0,42370.0,39390.0,39380.0,46190.0,36990.0,44610.0,38330.0,37670.0,24560.0,31810.0,2950280.0,36140.0,4250.0,71090.0,21430.0,355500.0,31140.0,23970.0,5220.0,1200.0,164400.0,137580.0,9490.0,15610.0,195390.0,103200.0,30890.0,23270.0,57930.0,43730.0,6120.0,47710.0,34700.0,79410.0,54480.0,30750.0,43050.0,3870.0,13870.0,40850.0,8340.0,97230.0,10200.0,100950.0,116720.0,9990.0,108830.0,38210.0,27720.0,131050.0,6760.0,56700.0,3820.0,105870.0,216970.0,29670.0,3060.0,58000.0,49450.0,11300.0,70520.0,2700.0,460.0,10410.0,520.0
Read work orders or receive oral instructions to determine work assignments or material or equipment needs.,read work orders or receive oral instructions to determine work assignments or material or equipment needs,Receive information or instructions for performing work assignments.,Communicate with others about operational plans or activities.,"Communicating with Supervisors, Peers, or Subordinates","Laborers and Freight, Stock, and Material Movers, Hand",laborers and freight stock and material movers hand,53-7062.00,"Laborers and Freight, Stock, and Material Movers, Hand",53-7062,53-7062.00,Laborers and Material Movers,Material Moving Workers,Transportation and Material Moving Occupations,2026-05-31,0.0113071264295034,4.864158703278093,False,2.4830476923076925,4.13,85.49,0.1826277181032224,0.1,E0,E0,40240.0,36670.0,44510.0,44290.0,35920.0,44710.0,45370.0,43640.0,37320.0,45740.0,38160.0,38480.0,44120.0,39900.0,40550.0,41340.0,43490.0,40250.0,42770.0,35340.0,42640.0,41600.0,44920.0,38860.0,46280.0,36400.0,39080.0,43840.0,42910.0,39350.0,42110.0,39540.0,37230.0,44630.0,38230.0,45690.0,39460.0,36990.0,44750.0,42480.0,41690.0,37530.0,38980.0,38160.0,37540.0,42370.0,39390.0,39380.0,46190.0,36990.0,44610.0,38330.0,37670.0,24560.0,31810.0,2950280.0,36140.0,4250.0,71090.0,21430.0,355500.0,31140.0,23970.0,5220.0,1200.0,164400.0,137580.0,9490.0,15610.0,195390.0,103200.0,30890.0,23270.0,57930.0,43730.0,6120.0,47710.0,34700.0,79410.0,54480.0,30750.0,43050.0,3870.0,13870.0,40850.0,8340.0,97230.0,10200.0,100950.0,116720.0,9990.0,108830.0,38210.0,27720.0,131050.0,6760.0,56700.0,3820.0,105870.0,216970.0,29670.0,3060.0,58000.0,49450.0,11300.0,70520.0,2700.0,460.0,10410.0,520.0
Read work orders to determine production specifications or information.,read work orders to determine production specifications or information,Read work orders or other instructions to determine product specifications or materials requirements.,Read documents or materials to inform work processes.,Getting Information,"Mixing and Blending Machine Setters, Operators, and Tenders",mixing and blending machine setters operators and tenders,51-9023.00,"Mixing and Blending Machine Setters, Operators, and Tenders",51-9023,51-9023.00,"Crushing, Grinding, Polishing, Mixing, and Blending Workers",Other Production Occupations,Production Occupations,2026-05-31,0.0030529241359659,5.0,False,3.2464200000000005,4.58,92.6,0.2633668528864059,0.1,E1,E1,48990.0,46050.0,49740.0,48280.0,44650.0,50640.0,48520.0,53830.0,51460.0,48990.0,46000.0,47000.0,48990.0,44690.0,53560.0,47650.0,51570.0,50750.0,48490.0,47330.0,55540.0,53480.0,60790.0,44310.0,59270.0,46410.0,50340.0,38410.0,49050.0,48460.0,51920.0,57810.0,36980.0,53170.0,47020.0,48000.0,47720.0,47000.0,50420.0,50550.0,47610.0,47740.0,49000.0,47840.0,45320.0,47180.0,45420.0,49970.0,53800.0,51020.0,52200.0,58320.0,48990.0,31410.0,48990.0,94920.0,2220.0,60.0,1400.0,1100.0,5730.0,640.0,260.0,130.0,426.0,3550.0,3420.0,381.0,510.0,10240.0,4840.0,2310.0,1380.0,1660.0,570.0,220.0,770.0,420.0,3040.0,1760.0,1070.0,2800.0,280.0,940.0,650.0,310.0,2050.0,340.0,4340.0,3400.0,260.0,5230.0,960.0,1090.0,4380.0,190.0,2560.0,510.0,1610.0,6350.0,1290.0,280.0,1530.0,2270.0,350.0,3380.0,210.0,40.0,660.0,19.0
"Read worker logs, product processing sheets, or specification sheets to verify that records adhere to quality assurance specifications.",read worker logs product processing sheets or specification sheets to verify that records adhere to quality assurance specifications,Monitor processes for compliance with standards.,Monitor operations to ensure compliance with regulations or standards.,"Monitoring Processes, Materials, or Surroundings",Industrial Engineering Technicians,industrial engineering technicians,17-3026.00,Industrial Engineering Technologists and Technicians,17-3026,17-3026.00,"Engineering Technologists and Technicians, Except Drafters","Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.946523472099203,False,0.6762973076923077,3.44,67.63,0.0129017943104144,0.1,E1,E1,66120.0,66510.0,66120.0,66040.0,62210.0,79070.0,66850.0,69260.0,66120.0,66120.0,61350.0,65060.0,66120.0,63150.0,71090.0,63110.0,64410.0,61000.0,61140.0,66120.0,63070.0,79090.0,71830.0,64510.0,70490.0,50180.0,62440.0,60330.0,59970.0,61470.0,69650.0,72890.0,61280.0,70290.0,69720.0,64060.0,65490.0,79330.0,75760.0,65260.0,59420.0,70080.0,54570.0,58070.0,62020.0,67490.0,72410.0,66310.0,78430.0,57240.0,65270.0,66120.0,66120.0,46470.0,66120.0,33528.0,896.0,70.0,1846.0,293.0,5067.0,825.0,595.0,104.0,150.0,2760.0,1633.0,134.0,266.0,2005.0,2272.0,630.0,506.0,1180.0,728.0,275.0,435.0,1837.0,4800.0,4774.0,249.0,1083.0,80.0,213.0,878.0,550.0,816.0,426.0,3629.0,1721.0,89.0,4738.0,666.0,807.0,1588.0,151.0,2130.0,275.0,2351.0,4490.0,1242.0,98.0,1127.0,932.0,124.0,2360.0,60.0,14.0,887.0,7.0
"Read written materials, such as legal documents, scientific works, or news reports, and rewrite material into specified languages.",read written materials such as legal documents scientific works or news reports and rewrite material into specified languages,Translate information for others.,"Interpret language, cultural, or religious information for others.",Interpreting the Meaning of Information for Others,Interpreters and Translators,interpreters and translators,27-3091.00,Interpreters and Translators,27-3091,27-3091.00,Miscellaneous Media and Communication Workers,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.8593416086422628,4.98349104086974,False,0.6473226923076923,3.71,64.42,0.2337275008636717,0.6,E1,E1,60170.0,46130.0,60170.0,50150.0,52490.0,70770.0,71790.0,68340.0,60170.0,109970.0,48930.0,57880.0,42270.0,66130.0,55290.0,48140.0,48150.0,47950.0,53590.0,48420.0,63470.0,88550.0,72750.0,45310.0,66410.0,57130.0,57010.0,47850.0,53050.0,50370.0,56370.0,58970.0,63550.0,84090.0,50030.0,48190.0,61230.0,48980.0,66300.0,57040.0,82320.0,50860.0,53140.0,51080.0,47510.0,65770.0,62450.0,63030.0,61750.0,60170.0,63390.0,60170.0,60170.0,42990.0,60170.0,52060.0,310.0,150.0,2070.0,220.0,5560.0,800.0000000000001,280.0,110.0,280.0,4200.0,1600.0000000000002,59.99999999999999,300.0,1510.0,1170.0,560.0,470.0,480.0,120.0,90.0,1150.0,2280.0,940.0,1030.0,80.0,440.0,59.99999999999999,570.0,320.0,240.0,870.0,360.0,3240.0,1780.0,130.0,2030.0,320.0,660.0,1420.0,200.00000000000003,520.0,230.0,710.0,6780.0,849.9999999999999,80.0,1630.0,1250.0,120.0,1410.0,93.0,22.0,130.0,11.0
"Reassure passengers when situations, such as turbulence, are encountered.",reassure passengers when situations such as turbulence are encountered,Assist customers to ensure comfort or safety.,"Provide general assistance to others, such as customers, patrons, or motorists.",Assisting and Caring for Others,Flight Attendants,flight attendants,53-2031.00,Flight Attendants,53-2031,53-2031.00,Flight Attendants,Air Transportation Workers,Transportation and Material Moving Occupations,2026-05-31,0.0030529241359659,4.25,False,3.3532107692307696,4.24,100.0,0.2712008237860823,0.1,E0,E0,63580.0,63580.0,63580.0,61780.0,63580.0,82170.0,59500.0,78180.0,63580.0,63580.0,47320.0,78320.0,63580.0,62200.0,62120.0,63580.0,63580.0,63580.0,63580.0,63580.0,63580.0,63580.0,61510.0,62490.0,61230.0,63580.0,63580.0,63580.0,63580.0,51800.0,63580.0,63580.0,63580.0,126650.0,63580.0,63580.0,62440.0,63580.0,61480.0,39520.0,63580.0,63580.0,63580.0,63580.0,58220.0,82730.0,63580.0,63580.0,74090.0,63580.0,63580.0,63580.0,63580.0,63580.0,63580.0,131650.0,1778.0,274.0,4590.0,1096.0,15840.0,7110.0,250.0,408.0,590.0,13220.0,4112.0,528.0,721.0,9350.0,2692.0,1311.0,1209.0,1682.0,1627.0,539.0,2324.0,4390.0,3704.0,4050.0,978.0,2469.0,430.0,862.0,4040.0,575.0,3604.0,733.0,12060.0,4156.0,361.0,990.0,1436.0,980.0,2290.0,422.0,1939.0,385.0,2758.0,13470.0,2490.0,256.0,3900.0,2986.0,590.0,2474.0,236.0,56.0,789.0,27.0
Receive and place telephone calls.,receive and place telephone calls,Answer telephones to direct calls or provide information.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,Legal Secretaries,legal secretaries,43-6012.00,Legal Secretaries and Administrative Assistants,43-6012,43-6012.00,Secretaries and Administrative Assistants,Secretaries and Administrative Assistants,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.937080629193708,True,4.667018461538461,4.1,96.14,0.3765698552021021,0.1,E1,E2,55570.0,45950.0,61280.0,55120.0,41410.0,62860.0,59490.0,66220.0,66130.0,99280.0,48510.0,48460.0,49460.0,41880.0,52790.0,47740.0,46590.0,36620.0,39300.0,48050.0,48040.0,61440.0,62120.0,56870.0,63180.0,45140.0,38560.0,55570.0,45800.0,56470.0,51830.0,63080.0,57800.0,72230.0,43720.0,53540.0,51080.0,45950.0,59610.0,51430.0,63020.0,52840.0,47790.0,45340.0,45940.0,52860.0,49090.0,55320.0,58360.0,46960.0,55410.0,46960.0,46430.0,31000.0,55570.0,156280.0,1840.0,660.0,2600.0,610.0,27470.0,2030.0,1090.0,980.0,1940.0,10920.0,3260.0,680.0,420.0,8030.0,2670.0,1120.0,1600.0,2810.0,2460.0,860.0,1670.0,4020.0,3580.0,2410.0,820.0,3310.0,730.0,1310.0,1430.0,300.0,4160.0,1400.0,9800.0,3780.0,360.0,4360.0,1290.0,1590.0,6230.0,390.0,2280.0,560.0,2980.0,13380.0,940.0,303.0,2380.0,3950.0,1200.0,1210.0,280.0,50.0,2530.0,32.0
Receive and process customer payments.,receive and process customer payments,Process customer bills or payments.,Execute financial transactions.,Performing Administrative Activities,Baristas,baristas,35-3022.01,Baristas,35-3023,35-3023.01,Fast Food and Counter Workers,Food and Beverage Serving Workers,Food Preparation and Serving Related Occupations,2026-05-31,0.0226142528590069,4.834106608928756,True,7.322093846153845,4.72,97.34,0.6211026843444687,0.1,E0,E0,31200.0,23700.0,33280.0,34230.0,26250.0,42280.0,36270.0,35380.0,31300.0,37430.0,29080.0,26920.0,35250.0,28940.0,33910.0,28790.0,28390.0,27580.0,27130.0,22800.0,34710.0,33660.0,35850.0,28930.0,31370.0,22610.0,30390.0,29090.0,29000.0,31950.0,31590.0,34150.0,28700.0,35250.0,28570.0,30080.0,28430.0,23430.0,35050.0,28570.0,31490.0,27520.0,29490.0,27470.0,27740.0,28670.0,36030.0,30110.0,37710.0,26070.0,28600.0,27860.0,20770.0,22030.0,24410.0,2014806.0,43349.0,6169.0,80727.0,37284.0,470331.0,85746.0,37347.0,13916.0,5751.0,246123.0,151636.0,25229.0,26986.0,133402.0,101722.0,42125.0,49287.0,43767.0,47803.0,18036.0,51629.0,89719.0,107828.0,61656.0,32642.0,30697.0,15641.0,31429.0,47939.0,15202.0,98000.0,29537.0,176301.0,96431.0,11992.0,171011.0,54912.0,62650.0,148698.0,13916.0,68034.0,15840.0,94821.0,481508.0,54724.0,7141.0,109218.0,99024.0,6524.0,70836.0,7382.0,1181.0,27644.0,878.0
Receive and respond to customer complaints.,receive and respond to customer complaints,Respond to customer problems or complaints.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,Order Clerks,order clerks,43-4151.00,Order Clerks,43-4151,43-4151.00,Order Clerks,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.1582997700130484,4.718005604857543,False,2.9243284615384617,4.24,95.53,0.9683875380036194,0.4,E1,E2,46170.0,48840.0,37590.0,48590.0,41760.0,47290.0,49530.0,47500.0,41430.0,49150.0,44380.0,41720.0,46760.0,40110.0,47670.0,44340.0,44980.0,45200.0,40620.0,37520.0,47750.0,47700.0,55040.0,44240.0,48400.0,43040.0,46170.0,42000.0,44060.0,40560.0,48540.0,46270.0,41020.0,48320.0,46060.0,46170.0,46120.0,45850.0,50260.0,46840.0,49410.0,41740.0,48010.0,39160.0,44280.0,40260.0,49950.0,42580.0,47990.0,45320.0,47750.0,46170.0,46170.0,46170.0,46170.0,75200.0,80.0,70.0,760.0,290.0,12390.0,1970.0,710.0,170.0,170.0,3270.0,1750.0,210.0,90.0,3540.0,1800.0,680.0,310.0,930.0,660.0,300.0,850.0,1350.0,2290.0,1150.0,470.0,840.0,60.0,440.0,740.0,390.0,2640.0,310.0,3530.0,2990.0,206.0,3810.0,2210.0,790.0,2570.0,170.0,740.0,330.0,2260.0,5180.0,880.0,146.0,1690.0,4300.0,100.0,1540.0,135.0,32.0,451.0,15.0
"Receive and route messages or documents, such as laboratory results, to appropriate staff.",receive and route messages or documents such as laboratory results to appropriate staff,Relay information between personnel.,Communicate with others about operational plans or activities.,"Communicating with Supervisors, Peers, or Subordinates",Medical Secretaries,medical secretaries,43-6013.00,Medical Secretaries and Administrative Assistants,43-6013,43-6013.00,Secretaries and Administrative Assistants,Secretaries and Administrative Assistants,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.962418136020151,True,4.066889230769231,4.46,88.75,0.3159175601926164,0.1,E2,E2,45930.0,36930.0,47870.0,45820.0,37000.0,54490.0,46920.0,48500.0,44500.0,49180.0,41730.0,43160.0,49920.0,44920.0,46670.0,44060.0,40980.0,43020.0,38750.0,36930.0,46990.0,47850.0,50290.0,41100.0,50030.0,36290.0,43980.0,43740.0,46100.0,46990.0,48410.0,48660.0,44230.0,47710.0,44190.0,45390.0,44280.0,38330.0,50130.0,44930.0,46860.0,40170.0,45810.0,39940.0,42910.0,44330.0,48200.0,46180.0,58100.0,38430.0,48380.0,44430.0,31680.0,29620.0,36710.0,961610.0,16580.0,2520.0,18090.0,2190.0,115050.0,11560.0,6480.0,4510.0,1930.0,96000.0,39380.0,2160.0,5120.0,27560.0,21180.0,10560.0,6470.0,26430.0,2970.0,4610.0,17290.0,22210.0,27960.0,16860.0,7145.0,12260.0,4410.0,4110.0,7030.0,3680.0,20980.0,4590.0,57720.0,56840.0,1120.0,29110.0,8430.0,16840.0,27600.0,2350.0,15630.0,80.0,41810.0,78740.0,5260.0,2390.0,27600.0,10960.0,1550.0,7760.0,1110.0,310.0,8480.0,230.0
"Receive patients, schedule appointments, and maintain patient records.",receive patients schedule appointments and maintain patient records,Schedule patient procedures or appointments.,Schedule appointments.,Scheduling Work and Activities,Medical Transcriptionists,medical transcriptionists,31-9094.00,Medical Transcriptionists,31-9094,31-9094.00,Miscellaneous Healthcare Support Occupations,Other Healthcare Support Occupations,Healthcare Support Occupations,2026-05-31,0.0030529241359659,4.599789547527184,True,4.265813846153846,4.52,65.22,0.2731351694692012,0.1,E2,E2,40410.0,35340.0,48360.0,36550.0,35100.0,45050.0,43080.0,48190.0,34070.0,45110.0,42050.0,28330.0,44310.0,38140.0,45490.0,41400.0,45010.0,35390.0,39000.0,38040.0,48600.0,39900.0,36910.0,37280.0,50030.0,38600.0,37480.0,41340.0,45880.0,39350.0,40410.0,39020.0,37480.0,43260.0,39300.0,44660.0,37060.0,27740.0,46280.0,41510.0,34790.0,33870.0,46070.0,44720.0,42900.0,39630.0,33030.0,35130.0,38690.0,37440.0,49150.0,48100.0,40410.0,31200.0,40410.0,41550.0,410.0,110.0,700.0,280.0,5860.0,610.0,390.0,129.0,70.0,2650.0,950.0,167.0,400.0,970.0,790.0,180.0,420.0,690.0,420.0,80.0,230.0,400.0,1130.0,270.0,300.0,310.0,80.0,230.0,210.0,181.0,1710.0,210.0,2710.0,1020.0,120.0,680.0,560.0,510.0,1130.0,80.0,390.0,240.0,1450.0,7520.0,210.0,81.0,1091.0,620.0,90.0,590.0,40.0,18.0,140.0,9.0
"Receive patients, schedule appointments, and maintain patient records.",receive patients schedule appointments and maintain patient records,Maintain medical records.,Maintain health or medical records.,Documenting/Recording Information,Medical Transcriptionists,medical transcriptionists,31-9094.00,Medical Transcriptionists,31-9094,31-9094.00,Miscellaneous Healthcare Support Occupations,Other Healthcare Support Occupations,Healthcare Support Occupations,2026-05-31,0.0030529241359659,4.599789547527184,True,4.265813846153846,4.52,65.22,0.2731351694692012,0.1,E2,E2,40410.0,35340.0,48360.0,36550.0,35100.0,45050.0,43080.0,48190.0,34070.0,45110.0,42050.0,28330.0,44310.0,38140.0,45490.0,41400.0,45010.0,35390.0,39000.0,38040.0,48600.0,39900.0,36910.0,37280.0,50030.0,38600.0,37480.0,41340.0,45880.0,39350.0,40410.0,39020.0,37480.0,43260.0,39300.0,44660.0,37060.0,27740.0,46280.0,41510.0,34790.0,33870.0,46070.0,44720.0,42900.0,39630.0,33030.0,35130.0,38690.0,37440.0,49150.0,48100.0,40410.0,31200.0,40410.0,41550.0,410.0,110.0,700.0,280.0,5860.0,610.0,390.0,129.0,70.0,2650.0,950.0,167.0,400.0,970.0,790.0,180.0,420.0,690.0,420.0,80.0,230.0,400.0,1130.0,270.0,300.0,310.0,80.0,230.0,210.0,181.0,1710.0,210.0,2710.0,1020.0,120.0,680.0,560.0,510.0,1130.0,80.0,390.0,240.0,1450.0,7520.0,210.0,81.0,1091.0,620.0,90.0,590.0,40.0,18.0,140.0,9.0
"Receive payment by cash, check, credit cards, vouchers, or automatic debits.",receive payment by cash check credit cards vouchers or automatic debits,Process sales or other transactions.,Execute financial transactions.,Performing Administrative Activities,Cashiers,cashiers,41-2011.00,Cashiers,41-2011,41-2011.00,Cashiers,Retail Sales Workers,Sales and Related Occupations,2026-05-31,0.0030529241359659,4.774959250203749,True,5.6242,4.75,100.0,0.488291170882912,0.1,E0,E0,32880.0,28250.0,36130.0,34600.0,27670.0,37100.0,36870.0,35550.0,33490.0,38880.0,30530.0,29070.0,36780.0,30370.0,34490.0,29670.0,28970.0,28800.0,28590.0,26750.0,34930.0,34390.0,35520.0,29740.0,34620.0,26390.0,30520.0,34190.0,30250.0,29870.0,33840.0,34590.0,30120.0,35500.0,28880.0,31460.0,29260.0,28180.0,35300.0,29220.0,34860.0,28530.0,29780.0,28590.0,29230.0,31600.0,35720.0,30580.0,38720.0,26370.0,30880.0,30810.0,21610.0,22140.0,28040.0,3089410.0,46420.0,5810.0,72570.0,28270.0,336110.0,51670.0,30920.0,11450.0,6060.0,201370.0,97540.0,10780.0,17200.0,139630.0,68350.0,41450.0,33080.0,44550.0,46350.0,14240.0,49910.0,58880.0,92930.0,58190.0,30490.0,69430.0,12170.0,20650.0,30160.0,17250.0,107680.0,19020.0,158890.0,106440.0,9510.0,103020.0,41140.0,37660.0,110950.0,9260.0,56550.0,12860.0,63350.0,245730.0,22940.0,7030.0,83890.0,61050.0,17360.0,65380.0,5840.0,1620.0,27320.0,770.0
Receive payment or obtain credit authorization.,receive payment or obtain credit authorization,Process sales or other transactions.,Execute financial transactions.,Performing Administrative Activities,Parts Salespersons,parts salespersons,41-2022.00,Parts Salespersons,41-2022,41-2022.00,Counter and Rental Clerks and Parts Salespersons,Retail Sales Workers,Sales and Related Occupations,2026-05-31,0.0030529241359659,4.6667354732170505,True,5.368964615384615,4.71,99.56,0.4607650205989801,0.1,E2,E0,38630.0,33820.0,46130.0,46020.0,35320.0,44440.0,47660.0,44400.0,38050.0,38630.0,37190.0,36970.0,45120.0,44580.0,42240.0,37500.0,46670.0,36940.0,36400.0,31310.0,45350.0,42460.0,44660.0,44070.0,47030.0,35000.0,39740.0,45060.0,45100.0,38740.0,46370.0,45510.0,36890.0,45180.0,32480.0,48600.0,36790.0,36390.0,45190.0,38520.0,36450.0,32180.0,45370.0,36110.0,35440.0,39190.0,46260.0,38070.0,46830.0,36800.0,45380.0,38620.0,26990.0,22780.0,28610.0,270070.0,5880.0,710.0,3890.0,3330.0,26990.0,4840.0,3400.0,980.0,1211.0,16200.0,9760.0,930.0,1980.0,8500.0,7080.0,3810.0,3700.0,4220.0,3960.0,1630.0,4370.0,4080.0,7520.0,5790.0,2940.0,5330.0,1860.0,2360.0,2250.0,1500.0,4810.0,1410.0,7460.0,11460.0,1610.0,10580.0,3980.0,3880.0,10430.0,920.0,4600.0,2100.0,6250.0,25500.0,3080.0,780.0,7370.0,6230.0,1880.0,5200.0,750.0,70.0,3600.0,40.0
Recommend actions in fraud cases.,recommend actions in fraud cases,Advise others on business or operational matters.,Advise others on business or operational matters.,Providing Consultation and Advice to Others,"Fraud Examiners, Investigators and Analysts",fraud examiners investigators and analysts,13-2099.04,"Fraud Examiners, Investigators and Analysts",13-2099,13-2099.04,Miscellaneous Financial Specialists,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.312710566615619,False,1.0044803846153845,4.26,96.0,0.2409381519359547,0.3,E2,E2,81100.0,87110.0,77070.0,81180.0,60600.0,80810.0,87430.0,81100.0,80610.0,125110.0,61660.0,77540.0,77190.0,79440.0,81180.0,92410.0,79390.0,51160.0,65690.0,59860.0,109060.0,101400.0,99970.0,75040.0,83280.0,73920.0,75800.0,76350.0,66290.0,61930.0,83590.0,98630.0,80610.0,107490.0,80900.0,78260.0,90060.0,76980.0,83080.0,78610.0,78990.0,76400.0,86260.0,69240.0,71650.0,76530.0,75270.0,92930.0,80930.0,86200.0,64420.0,75810.0,81100.0,39270.0,81100.0,35460.0,284.0,70.0,488.0,199.0,7670.0,4030.0,384.0,714.0,1320.0,3736.0,2185.0,451.0,113.0,3140.0,1036.0,655.0,612.0,370.0,1605.0,671.0,2034.0,824.0,1406.0,440.0,215.0,1455.0,145.0,258.0,655.0,225.0,2957.0,386.0,5233.0,2249.0,81.0,2238.0,920.0,900.0,4030.0,274.0,499.0,48.0,1299.0,7273.0,1675.0,230.0,2721.0,1562.0,920.0,870.0,54.0,15.0,360.0,8.0
Recommend actions in fraud cases.,recommend actions in fraud cases,Advise others on legal or regulatory compliance matters.,Advise others on legal or regulatory matters.,Providing Consultation and Advice to Others,"Fraud Examiners, Investigators and Analysts",fraud examiners investigators and analysts,13-2099.04,"Fraud Examiners, Investigators and Analysts",13-2099,13-2099.04,Miscellaneous Financial Specialists,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.312710566615619,False,1.0044803846153845,4.26,96.0,0.2409381519359547,0.3,E2,E2,81100.0,87110.0,77070.0,81180.0,60600.0,80810.0,87430.0,81100.0,80610.0,125110.0,61660.0,77540.0,77190.0,79440.0,81180.0,92410.0,79390.0,51160.0,65690.0,59860.0,109060.0,101400.0,99970.0,75040.0,83280.0,73920.0,75800.0,76350.0,66290.0,61930.0,83590.0,98630.0,80610.0,107490.0,80900.0,78260.0,90060.0,76980.0,83080.0,78610.0,78990.0,76400.0,86260.0,69240.0,71650.0,76530.0,75270.0,92930.0,80930.0,86200.0,64420.0,75810.0,81100.0,39270.0,81100.0,35460.0,284.0,70.0,488.0,199.0,7670.0,4030.0,384.0,714.0,1320.0,3736.0,2185.0,451.0,113.0,3140.0,1036.0,655.0,612.0,370.0,1605.0,671.0,2034.0,824.0,1406.0,440.0,215.0,1455.0,145.0,258.0,655.0,225.0,2957.0,386.0,5233.0,2249.0,81.0,2238.0,920.0,900.0,4030.0,274.0,499.0,48.0,1299.0,7273.0,1675.0,230.0,2721.0,1562.0,920.0,870.0,54.0,15.0,360.0,8.0
"Recommend actions to ensure compliance with laws and regulations, or to protect solvency of institutions.",recommend actions to ensure compliance with laws and regulations or to protect solvency of institutions,Advise others on legal or regulatory compliance matters.,Advise others on legal or regulatory matters.,Providing Consultation and Advice to Others,Financial Examiners,financial examiners,13-2061.00,Financial Examiners,13-2061,13-2061.00,Financial Examiners,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0226142528590069,4.270898933468765,False,0.2176073076923076,4.65,100.0,0.0152137766751567,0.1,E1,E2,94160.0,94160.0,90530.0,80260.0,57590.0,106000.0,99610.0,120530.0,92390.0,198720.0,76230.0,77710.0,62720.0,85260.0,93150.0,81300.0,80370.0,80420.0,76260.0,84310.0,80840.0,102980.0,111110.0,71050.0,104260.0,85430.0,79990.0,80970.0,74460.0,84650.0,80810.0,106410.0,67950.0,128920.0,100730.0,82640.0,69040.0,80760.0,94630.0,78500.0,94130.0,86440.0,88690.0,87110.0,78140.0,92000.0,74680.0,104060.0,113700.0,60590.0,86320.0,94160.0,94160.0,37470.0,94160.0,67830.0,916.0,50.0,1910.0,540.0,4200.0,1910.0,735.0,430.0,470.0,4190.0,1450.0,270.0,210.0,4050.0,420.0,1020.0,470.0,640.0,240.0,230.0,350.0,950.0,710.0,1280.0,420.0,2290.0,140.0,840.0,180.0,130.0,2190.0,220.0,13480.0,2610.0,220.0,3680.0,400.0,820.0,2590.0,320.0,480.0,150.0,500.0,5230.0,960.0,170.0,1280.0,420.0,240.0,580.0,122.0,29.0,1270.0,14.0
Recommend adjudication of product complaints.,recommend adjudication of product complaints,"Investigate system, equipment, or product failures.",Investigate organizational or operational problems.,Getting Information,Regulatory Affairs Specialists,regulatory affairs specialists,13-1041.07,Regulatory Affairs Specialists,13-1041,13-1041.07,Compliance Officers,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.983529890199269,False,0.3291184615384615,3.21,75.0,0.0184598501961112,0.1,E2,E2,80730.0,72990.0,76430.0,74920.0,64680.0,96980.0,82450.0,91810.0,91050.0,111030.0,74920.0,70200.0,82590.0,75450.0,80550.0,78770.0,75620.0,69740.0,69240.0,70290.0,83740.0,84720.0,102060.0,77390.0,85920.0,67450.0,67270.0,66660.0,73920.0,78290.0,82800.0,100000.0,67990.0,90080.0,78500.0,79440.0,75030.0,63000.0,82990.0,85580.0,87620.0,75460.0,72630.0,63960.0,75370.0,67370.0,90420.0,80380.0,88790.0,64270.0,78800.0,79890.0,71930.0,48950.0,67990.0,113754.0,6169.0,920.0,20341.0,5106.0,81627.0,12666.0,3610.0,3518.0,7168.0,48570.0,23549.0,2078.0,2717.0,17428.0,8379.0,5989.0,5826.0,7135.0,6497.0,2929.0,16528.0,21585.0,15907.0,10048.0,2815.0,11455.0,2422.0,5679.0,7200.0,2831.0,21781.0,3928.0,38457.0,18525.0,990.0,18394.0,6922.0,8771.0,32419.0,970.0,7790.0,1849.0,7990.0,70205.0,6153.0,3207.0,24858.0,18214.0,2815.0,9344.0,949.0,425.0,8952.0,230.0
Recommend adjudication of product complaints.,recommend adjudication of product complaints,Analyze data to identify or resolve operational problems.,Analyze data to improve operations.,Analyzing Data or Information,Regulatory Affairs Specialists,regulatory affairs specialists,13-1041.07,Regulatory Affairs Specialists,13-1041,13-1041.07,Compliance Officers,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.983529890199269,False,0.3291184615384615,3.21,75.0,0.0184598501961112,0.1,E2,E2,80730.0,72990.0,76430.0,74920.0,64680.0,96980.0,82450.0,91810.0,91050.0,111030.0,74920.0,70200.0,82590.0,75450.0,80550.0,78770.0,75620.0,69740.0,69240.0,70290.0,83740.0,84720.0,102060.0,77390.0,85920.0,67450.0,67270.0,66660.0,73920.0,78290.0,82800.0,100000.0,67990.0,90080.0,78500.0,79440.0,75030.0,63000.0,82990.0,85580.0,87620.0,75460.0,72630.0,63960.0,75370.0,67370.0,90420.0,80380.0,88790.0,64270.0,78800.0,79890.0,71930.0,48950.0,67990.0,113754.0,6169.0,920.0,20341.0,5106.0,81627.0,12666.0,3610.0,3518.0,7168.0,48570.0,23549.0,2078.0,2717.0,17428.0,8379.0,5989.0,5826.0,7135.0,6497.0,2929.0,16528.0,21585.0,15907.0,10048.0,2815.0,11455.0,2422.0,5679.0,7200.0,2831.0,21781.0,3928.0,38457.0,18525.0,990.0,18394.0,6922.0,8771.0,32419.0,970.0,7790.0,1849.0,7990.0,70205.0,6153.0,3207.0,24858.0,18214.0,2815.0,9344.0,949.0,425.0,8952.0,230.0
Recommend adjudication of product complaints.,recommend adjudication of product complaints,Recommend changes or corrective procedures.,Advise others on business or operational matters.,Providing Consultation and Advice to Others,Regulatory Affairs Specialists,regulatory affairs specialists,13-1041.07,Regulatory Affairs Specialists,13-1041,13-1041.07,Compliance Officers,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.983529890199269,False,0.3291184615384615,3.21,75.0,0.0184598501961112,0.1,E2,E2,80730.0,72990.0,76430.0,74920.0,64680.0,96980.0,82450.0,91810.0,91050.0,111030.0,74920.0,70200.0,82590.0,75450.0,80550.0,78770.0,75620.0,69740.0,69240.0,70290.0,83740.0,84720.0,102060.0,77390.0,85920.0,67450.0,67270.0,66660.0,73920.0,78290.0,82800.0,100000.0,67990.0,90080.0,78500.0,79440.0,75030.0,63000.0,82990.0,85580.0,87620.0,75460.0,72630.0,63960.0,75370.0,67370.0,90420.0,80380.0,88790.0,64270.0,78800.0,79890.0,71930.0,48950.0,67990.0,113754.0,6169.0,920.0,20341.0,5106.0,81627.0,12666.0,3610.0,3518.0,7168.0,48570.0,23549.0,2078.0,2717.0,17428.0,8379.0,5989.0,5826.0,7135.0,6497.0,2929.0,16528.0,21585.0,15907.0,10048.0,2815.0,11455.0,2422.0,5679.0,7200.0,2831.0,21781.0,3928.0,38457.0,18525.0,990.0,18394.0,6922.0,8771.0,32419.0,970.0,7790.0,1849.0,7990.0,70205.0,6153.0,3207.0,24858.0,18214.0,2815.0,9344.0,949.0,425.0,8952.0,230.0
"Recommend and explain the use of cosmetics, lotions, and creams to soften and lubricate skin and enhance and restore natural appearance.",recommend and explain the use of cosmetics lotions and creams to soften and lubricate skin and enhance and restore natural appearance,Provide medical or cosmetic advice for clients.,Advise patients or clients on medical issues.,Providing Consultation and Advice to Others,"Hairdressers, Hairstylists, and Cosmetologists",hairdressers hairstylists and cosmetologists,39-5012.00,"Hairdressers, Hairstylists, and Cosmetologists",39-5012,39-5012.00,"Barbers, Hairdressers, Hairstylists and Cosmetologists",Personal Appearance Workers,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.7,False,2.3829176923076925,4.09,58.2,0.1481225637228846,0.1,E0,E0,35790.0,29150.0,32150.0,36810.0,28830.0,38660.0,37690.0,44620.0,34350.0,54570.0,29530.0,34560.0,35040.0,35480.0,34040.0,32830.0,35700.0,29710.0,29840.0,26030.0,44000.0,36420.0,37290.0,34820.0,39170.0,27560.0,30750.0,38000.0,34320.0,33840.0,34650.0,36150.0,37750.0,35760.0,38410.0,34850.0,36260.0,29650.0,57580.0,36790.0,31200.0,33700.0,49800.0,31310.0,30680.0,35140.0,48650.0,35790.0,59510.0,34480.0,36230.0,29170.0,29500.0,22090.0,35790.0,305710.0,3300.0,330.0,7840.0,1410.0,27080.0,6820.0,4090.0,1270.0,870.0,23530.0,7910.0,930.0,2250.0,13190.0,5920.0,2930.0,2190.0,2350.0,2720.0,970.0,5860.0,9600.0,8970.0,5320.0,1040.0,5430.0,690.0,1890.0,1940.0,1950.0,15500.0,1230.0,20740.0,8490.0,870.0,12890.0,1920.0,1860.0,19350.0,1470.0,3570.0,690.0,6080.0,22440.0,2810.0,440.0,10200.0,6930.0,1020.0,6260.0,360.0,170.0,960.0,63.0
"Recommend and implement measures to improve worker motivation, work methods, or customer services.",recommend and implement measures to improve worker motivation work methods or customer services,Support the professional development of others.,Provide support or encouragement to others.,Coaching and Developing Others,First-Line Supervisors of Personal Service Workers,firstline supervisors of personal service workers,39-1021.00,First-Line Supervisors of Passenger Attendants,53-1044,53-1044.00,First-Line Supervisors of Transportation and Material Moving Workers,Supervisors of Transportation and Material Moving Workers,Transportation and Material Moving Occupations,2026-05-31,0.0030529241359659,4.741725827417259,False,0.9008358241758242,4.128214285714286,93.3292857142857,0.368421052631579,0.4071428571428571,E0,E2,52648.57142857143,45328.16326530612,52521.02040816326,48103.87755102041,42089.59183673469,54053.87755102041,55753.87755102041,53239.59183673469,54649.59183673469,57843.87755102041,50041.02040816326,47236.73469387755,54613.87755102041,47862.44897959184,49236.73469387755,48879.59183673469,44101.02040816326,49516.73469387755,44841.02040816326,43812.44897959184,55429.59183673469,50978.16326530612,54821.02040816326,45913.87755102041,51263.87755102041,44126.73469387755,47903.87755102041,49351.02040816326,47435.30612244898,48341.02040816326,52028.16326530612,53005.30612244898,45022.44897959184,53865.30612244898,49031.02040816326,49248.16326530612,46221.02040816326,42915.30612244898,52588.16326530612,48365.30612244898,52128.16326530612,48878.16326530612,48346.73469387755,47205.30612244898,47212.44897959184,46846.73469387755,53829.59183673469,49358.16326530612,59136.73469387755,41461.02040816326,49328.16326530612,51036.73469387755,36049.59183673469,35923.87755102041,52648.57142857143,113021.42857142858,1701.7142857142858,371.4285714285714,2164.0,774.5714285714286,12277.428571428572,3274.2857142857147,1627.142857142857,364.2857142857143,343.42857142857144,6615.714285714285,3134.285714285714,649.4285714285714,625.4285714285714,3850.857142857143,1971.7142857142856,1116.0,875.1428571428571,1076.857142857143,1100.571428571429,386.57142857142856,2435.714285714286,2364.5714285714284,2708.5714285714284,2102.857142857143,772.8571428571429,1572.857142857143,422.5714285714286,717.1428571428571,1572.857142857143,653.7142857142857,3722.571428571429,431.1428571428572,5842.857142857143,3560.857142857143,260.0,3662.0,1089.428571428571,1555.7142857142856,5415.428571428572,389.1428571428571,1778.2857142857142,281.42857142857144,1747.7142857142858,9634.285714285714,1365.142857142857,252.57142857142856,3002.0,2005.428571428572,439.1428571428572,2655.428571428572,200.8571428571429,52.285714285714285,452.2857142857143,23.0
"Recommend and implement measures to improve worker motivation, work methods, or customer services.",recommend and implement measures to improve worker motivation work methods or customer services,Recommend personnel decisions or human resources activities.,Advise others on business or operational matters.,Providing Consultation and Advice to Others,First-Line Supervisors of Personal Service Workers,firstline supervisors of personal service workers,39-1021.00,First-Line Supervisors of Passenger Attendants,53-1044,53-1044.00,First-Line Supervisors of Transportation and Material Moving Workers,Supervisors of Transportation and Material Moving Workers,Transportation and Material Moving Occupations,2026-05-31,0.0030529241359659,4.741725827417259,False,0.9008358241758242,4.128214285714286,93.3292857142857,0.368421052631579,0.4071428571428571,E0,E2,52648.57142857143,45328.16326530612,52521.02040816326,48103.87755102041,42089.59183673469,54053.87755102041,55753.87755102041,53239.59183673469,54649.59183673469,57843.87755102041,50041.02040816326,47236.73469387755,54613.87755102041,47862.44897959184,49236.73469387755,48879.59183673469,44101.02040816326,49516.73469387755,44841.02040816326,43812.44897959184,55429.59183673469,50978.16326530612,54821.02040816326,45913.87755102041,51263.87755102041,44126.73469387755,47903.87755102041,49351.02040816326,47435.30612244898,48341.02040816326,52028.16326530612,53005.30612244898,45022.44897959184,53865.30612244898,49031.02040816326,49248.16326530612,46221.02040816326,42915.30612244898,52588.16326530612,48365.30612244898,52128.16326530612,48878.16326530612,48346.73469387755,47205.30612244898,47212.44897959184,46846.73469387755,53829.59183673469,49358.16326530612,59136.73469387755,41461.02040816326,49328.16326530612,51036.73469387755,36049.59183673469,35923.87755102041,52648.57142857143,113021.42857142858,1701.7142857142858,371.4285714285714,2164.0,774.5714285714286,12277.428571428572,3274.2857142857147,1627.142857142857,364.2857142857143,343.42857142857144,6615.714285714285,3134.285714285714,649.4285714285714,625.4285714285714,3850.857142857143,1971.7142857142856,1116.0,875.1428571428571,1076.857142857143,1100.571428571429,386.57142857142856,2435.714285714286,2364.5714285714284,2708.5714285714284,2102.857142857143,772.8571428571429,1572.857142857143,422.5714285714286,717.1428571428571,1572.857142857143,653.7142857142857,3722.571428571429,431.1428571428572,5842.857142857143,3560.857142857143,260.0,3662.0,1089.428571428571,1555.7142857142856,5415.428571428572,389.1428571428571,1778.2857142857142,281.42857142857144,1747.7142857142858,9634.285714285714,1365.142857142857,252.57142857142856,3002.0,2005.428571428572,439.1428571428572,2655.428571428572,200.8571428571429,52.285714285714285,452.2857142857143,23.0
Recommend and implement performance improvements.,recommend and implement performance improvements,Recommend changes to improve computer or information systems.,Advise others on the design or use of technologies.,Providing Consultation and Advice to Others,Web Developers,web developers,15-1134.00,Web Developers,15-1254,15-1254.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0226142528590069,4.373891776215226,False,0.2874596153846154,3.39,100.0,0.1036471166772604,0.6,E1,E1,98992.64705882352,72653.81487889274,83517.34429065743,88434.70588235294,77620.8910034602,128812.9411764706,91499.11764705884,90808.5294117647,86000.58823529411,110755.88235294116,87110.57958477509,97867.35294117648,98992.64705882352,70885.29411764706,85317.35294117648,71124.11764705883,66920.29411764706,71930.29411764706,79483.82352941176,76087.05882352941,98992.64705882352,103787.9411764706,106891.4705882353,88712.94117647059,90754.41176470587,70804.10899653978,85431.76470588235,70425.58823529411,72062.64705882352,81487.64705882352,96639.70588235294,95252.64705882352,59838.23529411765,111103.23529411764,97381.17647058824,67758.5294117647,90256.75605536332,77384.11764705883,85561.17647058824,96315.88235294116,102526.76470588236,79721.17647058824,77863.53806228373,68473.23529411765,95216.17647058824,100069.41176470587,92620.8910034602,99745.88235294116,130462.35294117648,74685.88235294117,93262.0588235294,67633.23529411765,61108.52076124567,47517.64705882353,98992.64705882352,62631.91176470588,482.9411764705882,74.11764705882354,898.2352941176471,468.1764705882353,18367.941176470587,2557.3529411764707,923.2352941176472,158.23529411764707,457.9411764705882,4334.558823529412,2226.470588235294,164.70588235294116,287.05882352941177,3047.058823529412,1027.6470588235293,559.7058823529412,332.3529411764706,448.8235294117647,311.1764705882353,287.3529411764705,1596.764705882353,2387.058823529412,1675.0,1378.8235294117646,212.35294117647047,1187.9411764705883,298.52941176470586,503.8235294117647,809.4117647058823,447.6470588235294,2205.2941176470586,169.11764705882354,11014.411764705885,2795.5882352941176,98.23529411764706,2153.823529411765,370.88235294117646,1190.294117647059,2312.6470588235293,222.7941176470588,760.2941176470589,274.3235294117647,2732.058823529412,5468.823529411765,1157.0588235294117,99.05882352941175,3137.058823529412,8425.588235294117,288.2352941176471,1012.3529411764706,83.52941176470588,28.676470588235293,221.1764705882353,13.0
Recommend and provide advice on a wide variety of products and services.,recommend and provide advice on a wide variety of products and services,Advise customers on the use of products or services.,Advise others on products or services.,Providing Consultation and Advice to Others,Counter and Rental Clerks,counter and rental clerks,41-2021.00,Counter and Rental Clerks,41-2021,41-2021.00,Counter and Rental Clerks and Parts Salespersons,Retail Sales Workers,Sales and Related Occupations,2026-05-31,0.4070565514621245,4.428948479729731,False,2.887118076923077,3.73,92.09,0.2214158252925315,0.1,E1,E2,41300.0,35170.0,43450.0,43920.0,34940.0,45010.0,46240.0,39490.0,38600.0,53760.0,37870.0,38590.0,44420.0,39370.0,38140.0,36680.0,38960.0,39090.0,38990.0,34910.0,46870.0,39490.0,44070.0,39350.0,44850.0,36160.0,37920.0,43900.0,36450.0,39140.0,47250.0,48900.0,35580.0,46270.0,38230.0,44620.0,38590.0,37160.0,43820.0,42910.0,46360.0,37340.0,36400.0,37960.0,37250.0,37550.0,48430.0,45540.0,47820.0,34780.0,45720.0,43860.0,23600.0,23110.0,29560.0,400810.0,8010.0,660.0,11080.0,3560.0,67770.0,13900.0,3060.0,870.0,480.0,27160.0,11490.0,1700.0,2070.0,8440.0,7990.0,1900.0,2990.0,2960.0,3740.0,1180.0,4060.0,8220.0,13410.0,4710.0,2820.0,4880.0,1490.0,3960.0,2460.0,1590.0,9540.0,2360.0,18320.0,17580.0,1460.0,9400.0,3920.0,5450.0,10780.0,840.0,6280.0,690.0,7640.0,36600.0,3280.0,750.0,12910.0,14600.0,2300.0,6600.0,900.0,200.0,1680.0,140.0
Recommend and provide advice on a wide variety of products and services.,recommend and provide advice on a wide variety of products and services,Recommend products or services to customers.,Advise others on products or services.,Providing Consultation and Advice to Others,Counter and Rental Clerks,counter and rental clerks,41-2021.00,Counter and Rental Clerks,41-2021,41-2021.00,Counter and Rental Clerks and Parts Salespersons,Retail Sales Workers,Sales and Related Occupations,2026-05-31,0.4070565514621245,4.428948479729731,False,2.887118076923077,3.73,92.09,0.2214158252925315,0.1,E1,E2,41300.0,35170.0,43450.0,43920.0,34940.0,45010.0,46240.0,39490.0,38600.0,53760.0,37870.0,38590.0,44420.0,39370.0,38140.0,36680.0,38960.0,39090.0,38990.0,34910.0,46870.0,39490.0,44070.0,39350.0,44850.0,36160.0,37920.0,43900.0,36450.0,39140.0,47250.0,48900.0,35580.0,46270.0,38230.0,44620.0,38590.0,37160.0,43820.0,42910.0,46360.0,37340.0,36400.0,37960.0,37250.0,37550.0,48430.0,45540.0,47820.0,34780.0,45720.0,43860.0,23600.0,23110.0,29560.0,400810.0,8010.0,660.0,11080.0,3560.0,67770.0,13900.0,3060.0,870.0,480.0,27160.0,11490.0,1700.0,2070.0,8440.0,7990.0,1900.0,2990.0,2960.0,3740.0,1180.0,4060.0,8220.0,13410.0,4710.0,2820.0,4880.0,1490.0,3960.0,2460.0,1590.0,9540.0,2360.0,18320.0,17580.0,1460.0,9400.0,3920.0,5450.0,10780.0,840.0,6280.0,690.0,7640.0,36600.0,3280.0,750.0,12910.0,14600.0,2300.0,6600.0,900.0,200.0,1680.0,140.0
"Recommend approval, denial, or conditional approval of proposals.",recommend approval denial or conditional approval of proposals,Advise others on business or operational matters.,Advise others on business or operational matters.,Providing Consultation and Advice to Others,Urban and Regional Planners,urban and regional planners,19-3051.00,Urban and Regional Planners,19-3051,19-3051.00,Urban and Regional Planners,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0113071264295034,4.950414057766107,False,0.2469230769230769,4.32,100.0,0.0416136152219872,0.3,E2,E2,89320.0,70710.0,93860.0,102400.0,63530.0,109610.0,101340.0,99880.0,67110.0,137000.0,80720.0,80030.0,85590.0,76500.0,91360.0,70760.0,79100.0,82330.0,65000.0,74500.0,79120.0,88570.0,99780.0,78510.0,97060.0,60300.0,80720.0,80770.0,74830.0,100040.0,73860.0,86280.0,77710.0,89630.0,81230.0,78500.0,79950.0,81520.0,103070.0,80810.0,90210.0,75810.0,71180.0,78970.0,82830.0,84360.0,84750.0,86030.0,100990.0,61390.0,84290.0,70190.0,88610.0,51600.0,89320.0,44230.0,520.0,230.0,1330.0,80.0,7460.0,1300.0,350.0,290.0,120.0,2620.0,1150.0,450.0,350.0,1140.0,620.0,300.0,250.0,180.0,240.0,190.0,900.0,1540.0,1380.0,860.0,200.0,440.0,270.0,360.0,270.0,260.0,790.0,270.0,2420.0,1630.0,210.0,760.0,350.0,1010.0,860.0,160.0,530.0,210.0,310.0,2190.0,500.0,100.0,1740.0,3180.0,160.0,1100.0,110.0,60.0,90.0,9.0
"Recommend changes in rules, policies, standards, and regulations, based on knowledge of operating conditions, aircraft improvements, and other factors.",recommend changes in rules policies standards and regulations based on knowledge of operating conditions aircraft improvements and other factors,Recommend changes or corrective procedures.,Advise others on business or operational matters.,Providing Consultation and Advice to Others,Aviation Inspectors,aviation inspectors,53-6051.01,Aviation Inspectors,53-6051,53-6051.01,Transportation Inspectors,Other Transportation Workers,Transportation and Material Moving Occupations,2026-05-31,0.0030529241359659,4.44000423998304,False,0.1181984615384615,3.28,78.22,0.0587136764731734,0.7999999999999999,E2,E2,92100.0,108140.0,123120.0,62250.0,85130.0,83000.0,81820.0,91520.0,92100.0,89960.0,101470.0,95030.0,108270.0,54330.0,47990.0,80330.0,116850.0,103380.0,83970.0,77460.0,63750.0,100700.0,79650.0,35890.0,92860.0,92100.0,64690.0,62810.0,92100.0,50060.0,92100.0,49250.0,63690.0,93420.0,84470.0,106330.0,77010.0,111070.0,78110.0,81550.0,92100.0,80490.0,70080.0,78430.0,101440.0,64480.0,92100.0,68610.0,104250.0,58670.0,75260.0,92100.0,52540.0,29760.0,92100.0,8166.666666666667,623.0,158.0,772.0,112.0,1664.0,428.0,307.0,84.0,139.0,1516.0,818.0,139.0,158.0,1051.0,232.0,56.0,195.0,242.0,121.0,84.0,232.0,177.0,502.0,288.0,57.0,353.0,167.0,186.0,400.0,33.0,865.0,214.0,3459.0,353.0,56.0,400.0,437.0,232.0,316.0,24.0,409.0,93.0,391.0,2129.0,195.0,15.0,307.0,456.0,84.0,112.0,14.0,65.0,232.0,2.0
Recommend changes that could improve service and increase operational efficiency.,recommend changes that could improve service and increase operational efficiency,Recommend organizational process or policy changes.,Advise others on business or operational matters.,Providing Consultation and Advice to Others,First-Line Supervisors of Housekeeping and Janitorial Workers,firstline supervisors of housekeeping and janitorial workers,37-1011.00,First-Line Supervisors of Housekeeping and Janitorial Workers,37-1011,37-1011.00,First-Line Supervisors of Building and Grounds Cleaning and Maintenance Workers,Supervisors of Building and Grounds Cleaning and Maintenance Workers,Building and Grounds Cleaning and Maintenance Occupations,2026-05-31,0.0226142528590069,4.4227184267131,False,0.8914653846153846,3.81,95.56,0.0731184587445956,0.1,E1,E2,49100.0,44370.0,56690.0,48610.0,37500.0,61470.0,55100.0,57200.0,50750.0,47950.0,45770.0,46070.0,59060.0,48390.0,49410.0,50570.0,47200.0,49780.0,45860.0,38640.0,55810.0,49550.0,59760.0,46770.0,53510.0,42230.0,45660.0,48240.0,48870.0,50080.0,55200.0,55170.0,44840.0,60580.0,47490.0,54210.0,46110.0,40460.0,56210.0,46920.0,63520.0,45320.0,46860.0,46800.0,41660.0,52420.0,59340.0,48660.0,63550.0,41450.0,49070.0,47840.0,28030.0,49100.0,48710.0,178760.0,2550.0,600.0,3050.0,1490.0,18060.0,4070.0,2110.0,790.0,1460.0,15320.0,5810.0,1500.0,1220.0,5090.0,2840.0,2000.0,1570.0,2920.0,2470.0,670.0,3550.0,4000.0,3870.0,2270.0,1550.0,3130.0,760.0,1260.0,4100.0,750.0,5600.0,890.0,11620.0,5550.0,490.0,5730.0,2290.0,2470.0,6250.0,800.0,3200.0,610.0,3510.0,13370.0,2240.0,420.0,5900.0,2910.0,740.0,2740.0,580.0,160.0,1072.0,110.0
Recommend changes to company procedures in response to changes in regulations or standards.,recommend changes to company procedures in response to changes in regulations or standards,Advise others on legal or regulatory compliance matters.,Advise others on legal or regulatory matters.,Providing Consultation and Advice to Others,Regulatory Affairs Specialists,regulatory affairs specialists,13-1041.07,Regulatory Affairs Specialists,13-1041,13-1041.07,Compliance Officers,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.202039579967689,False,0.2634280769230769,3.95,95.0,0.0696921995464852,0.4,E1,E2,80730.0,72990.0,76430.0,74920.0,64680.0,96980.0,82450.0,91810.0,91050.0,111030.0,74920.0,70200.0,82590.0,75450.0,80550.0,78770.0,75620.0,69740.0,69240.0,70290.0,83740.0,84720.0,102060.0,77390.0,85920.0,67450.0,67270.0,66660.0,73920.0,78290.0,82800.0,100000.0,67990.0,90080.0,78500.0,79440.0,75030.0,63000.0,82990.0,85580.0,87620.0,75460.0,72630.0,63960.0,75370.0,67370.0,90420.0,80380.0,88790.0,64270.0,78800.0,79890.0,71930.0,48950.0,67990.0,113754.0,6169.0,920.0,20341.0,5106.0,81627.0,12666.0,3610.0,3518.0,7168.0,48570.0,23549.0,2078.0,2717.0,17428.0,8379.0,5989.0,5826.0,7135.0,6497.0,2929.0,16528.0,21585.0,15907.0,10048.0,2815.0,11455.0,2422.0,5679.0,7200.0,2831.0,21781.0,3928.0,38457.0,18525.0,990.0,18394.0,6922.0,8771.0,32419.0,970.0,7790.0,1849.0,7990.0,70205.0,6153.0,3207.0,24858.0,18214.0,2815.0,9344.0,949.0,425.0,8952.0,230.0
"Recommend changes to curricula or delivery methods, based on information such as instructional effectiveness data, current or future performance requirements, feasibility, and costs.",recommend changes to curricula or delivery methods based on information such as instructional effectiveness data current or future performance requirements feasibility and costs,"Advise educators on curricula, instructional methods, or policies.",Advise others on educational or vocational matters.,Providing Consultation and Advice to Others,Instructional Coordinators,instructional coordinators,25-9031.00,Instructional Coordinators,25-9031,25-9031.00,Instructional Coordinators,Other Educational Instruction and Library Occupations,Educational Instruction and Library Occupations,2026-05-31,0.0030529241359659,4.5386,False,0.4572324556213017,3.8461538461538463,80.13153846153847,0.2333333333333333,1.9903218272022067,E1,E2,77440.0,69000.0,72320.0,62620.0,67100.0,97010.0,82160.0,96170.0,79290.0,105990.0,60790.0,81060.0,96080.0,63030.0,76050.0,66300.0,74970.0,64750.0,63640.0,63120.0,76700.0,102220.0,95320.0,79290.0,80550.0,61830.0,72080.0,60920.0,79150.0,67410.0,81210.0,96090.0,80870.0,80560.0,63340.0,75340.0,77760.0,63980.0,84620.0,75580.0,63110.0,65460.0,57910.0,74390.0,78710.0,65780.0,78360.0,83230.0,97250.0,69600.0,83000.0,76140.0,61750.0,35250.0,75040.0,227760.0,2040.0,550.0,6560.0,1300.0,20950.0,3400.0,1780.0,980.0,1220.0,18030.0,7830.000000000001,1130.0,1490.0,10330.0,2640.0,2760.0,1950.0,3380.0,2140.0,480.0,4350.0,6170.0,5680.0,3130.0,1840.0,3110.0,740.0,1370.0,1130.0,510.0,3770.0,510.0,18730.0,8260.0,650.0,3510.0,2540.0,2940.0,7540.0,1240.0,4370.0,500.0,4120.0,31970.0,3680.0,730.0,5830.0,4720.0,730.0,2130.0,290.0,110.0,1010.0,40.0
"Recommend changes to improve systems and network configurations, and determine hardware or software requirements related to such changes.",recommend changes to improve systems and network configurations and determine hardware or software requirements related to such changes,Analyze project data to determine specifications or requirements.,"Evaluate designs, specifications, or other technical data.",Analyzing Data or Information,Network and Computer Systems Administrators,network and computer systems administrators,15-1142.00,Network and Computer Systems Administrators,15-1244,15-1244.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.141809290953544,False,0.225745,3.57,89.68,0.0859200938175732,0.6,E1,E1,99130.0,81400.0,97500.0,90280.0,81590.0,106440.0,103370.0,105880.0,94200.0,110970.0,95200.0,97170.0,101450.0,91880.0,100080.0,84550.0,84500.0,83340.0,87020.0,90160.0,83890.0,118290.0,110980.0,92750.0,101870.0,79990.0,80870.0,80950.0,84700.0,103440.0,100230.0,116420.0,90790.0,105810.0,95230.0,86450.0,97570.0,83990.0,102000.0,86140.0,103100.0,92520.0,75010.0,88100.0,101240.0,95820.0,86020.0,109610.0,103910.0,74490.0,83650.0,75220.0,59820.0,54200.0,99130.0,314340.0,5040.0,920.0,5810.0,1750.0,26170.0,8360.0,2170.0,850.0,1320.0,26890.0,9190.0,1490.0,1010.0,9820.0,4310.0,3110.0,4100.0,2800.0,1789.9999999999998,920.0,9230.0,8270.0,6899.999999999999,4550.0,1380.0,5810.0,850.0,1560.0,1980.0,1660.0,9280.0,1220.0,18220.0,13850.000000000002,930.0,15130.0,2580.0,4880.0,7750.0,1060.0,3579.9999999999995,1690.0,5070.0,34840.0,2050.0,560.0,12430.0,8600.0,1510.0,8470.0,610.0,90.0,890.0000000000001,64.0
"Recommend changes to improve systems and network configurations, and determine hardware or software requirements related to such changes.",recommend changes to improve systems and network configurations and determine hardware or software requirements related to such changes,Identify information technology project resource requirements.,Determine resource needs of projects or operations.,Making Decisions and Solving Problems,Network and Computer Systems Administrators,network and computer systems administrators,15-1142.00,Network and Computer Systems Administrators,15-1244,15-1244.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.141809290953544,False,0.225745,3.57,89.68,0.0859200938175732,0.6,E1,E1,99130.0,81400.0,97500.0,90280.0,81590.0,106440.0,103370.0,105880.0,94200.0,110970.0,95200.0,97170.0,101450.0,91880.0,100080.0,84550.0,84500.0,83340.0,87020.0,90160.0,83890.0,118290.0,110980.0,92750.0,101870.0,79990.0,80870.0,80950.0,84700.0,103440.0,100230.0,116420.0,90790.0,105810.0,95230.0,86450.0,97570.0,83990.0,102000.0,86140.0,103100.0,92520.0,75010.0,88100.0,101240.0,95820.0,86020.0,109610.0,103910.0,74490.0,83650.0,75220.0,59820.0,54200.0,99130.0,314340.0,5040.0,920.0,5810.0,1750.0,26170.0,8360.0,2170.0,850.0,1320.0,26890.0,9190.0,1490.0,1010.0,9820.0,4310.0,3110.0,4100.0,2800.0,1789.9999999999998,920.0,9230.0,8270.0,6899.999999999999,4550.0,1380.0,5810.0,850.0,1560.0,1980.0,1660.0,9280.0,1220.0,18220.0,13850.000000000002,930.0,15130.0,2580.0,4880.0,7750.0,1060.0,3579.9999999999995,1690.0,5070.0,34840.0,2050.0,560.0,12430.0,8600.0,1510.0,8470.0,610.0,90.0,890.0000000000001,64.0
"Recommend changes to improve systems and network configurations, and determine hardware or software requirements related to such changes.",recommend changes to improve systems and network configurations and determine hardware or software requirements related to such changes,Recommend changes to improve computer or information systems.,Advise others on the design or use of technologies.,Providing Consultation and Advice to Others,Network and Computer Systems Administrators,network and computer systems administrators,15-1142.00,Network and Computer Systems Administrators,15-1244,15-1244.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.141809290953544,False,0.225745,3.57,89.68,0.0859200938175732,0.6,E1,E1,99130.0,81400.0,97500.0,90280.0,81590.0,106440.0,103370.0,105880.0,94200.0,110970.0,95200.0,97170.0,101450.0,91880.0,100080.0,84550.0,84500.0,83340.0,87020.0,90160.0,83890.0,118290.0,110980.0,92750.0,101870.0,79990.0,80870.0,80950.0,84700.0,103440.0,100230.0,116420.0,90790.0,105810.0,95230.0,86450.0,97570.0,83990.0,102000.0,86140.0,103100.0,92520.0,75010.0,88100.0,101240.0,95820.0,86020.0,109610.0,103910.0,74490.0,83650.0,75220.0,59820.0,54200.0,99130.0,314340.0,5040.0,920.0,5810.0,1750.0,26170.0,8360.0,2170.0,850.0,1320.0,26890.0,9190.0,1490.0,1010.0,9820.0,4310.0,3110.0,4100.0,2800.0,1789.9999999999998,920.0,9230.0,8270.0,6899.999999999999,4550.0,1380.0,5810.0,850.0,1560.0,1980.0,1660.0,9280.0,1220.0,18220.0,13850.000000000002,930.0,15130.0,2580.0,4880.0,7750.0,1060.0,3579.9999999999995,1690.0,5070.0,34840.0,2050.0,560.0,12430.0,8600.0,1510.0,8470.0,610.0,90.0,890.0000000000001,64.0
Recommend corrective or preventive actions to assure or improve product quality or reliability.,recommend corrective or preventive actions to assure or improve product quality or reliability,"Recommend technical design or process changes to improve efficiency, quality, or performance.",Advise others on business or operational matters.,Providing Consultation and Advice to Others,Industrial Engineering Technicians,industrial engineering technicians,17-3026.00,Industrial Engineering Technologists and Technicians,17-3026,17-3026.00,"Engineering Technologists and Technicians, Except Drafters","Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0113071264295034,4.376417461113899,False,0.6634380769230769,3.407777777777778,69.135,0.2333333333333333,2.257005697765359,E1,E2,66120.0,66510.0,66120.0,66040.0,62210.0,79070.0,66850.0,69260.0,66120.0,66120.0,61350.0,65060.0,66120.0,63150.0,71090.0,63110.0,64410.0,61000.0,61140.0,66120.0,63070.0,79090.0,71830.0,64510.0,70490.0,50180.0,62440.0,60330.0,59970.0,61470.0,69650.0,72890.0,61280.0,70290.0,69720.0,64060.0,65490.0,79330.0,75760.0,65260.0,59420.0,70080.0,54570.0,58070.0,62020.0,67490.0,72410.0,66310.0,78430.0,57240.0,65270.0,66120.0,66120.0,46470.0,66120.0,33528.0,896.0,70.0,1846.0,293.0,5067.0,825.0,595.0,104.0,150.0,2760.0,1633.0,134.0,266.0,2005.0,2272.0,630.0,506.0,1180.0,728.0,275.0,435.0,1837.0,4800.0,4774.0,249.0,1083.0,80.0,213.0,878.0,550.0,816.0,426.0,3629.0,1721.0,89.0,4738.0,666.0,807.0,1588.0,151.0,2130.0,275.0,2351.0,4490.0,1242.0,98.0,1127.0,932.0,124.0,2360.0,60.0,14.0,887.0,7.0
Recommend data-driven solutions to key stakeholders.,recommend datadriven solutions to key stakeholders,Advise others on analytical techniques.,Advise others on business or operational matters.,Providing Consultation and Advice to Others,"Mathematical Science Occupations, All Other",mathematical science occupations all other,15-2099.00,Data Scientists,15-2051,15-2051.00,Data Scientists,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.578867235079173,False,0.3682079108305444,3.739957991356649,79.3953101707652,0.2303078396851225,0.6683959030283061,E1,E2,120230.0,103120.0,84110.0,107240.0,109390.0,141590.0,117400.0,126340.0,120230.0,126490.0,115820.0,104340.0,102130.0,89380.0,106560.0,91470.0,95830.0,98130.0,91760.0,78760.0,90880.0,136370.0,131750.0,100590.0,128800.0,69490.0,97090.0,100490.0,98230.0,98540.0,100620.0,135280.0,95850.0,130460.0,119090.0,81900.0,102630.0,86310.0,125990.0,106850.0,102440.0,91990.0,96150.0,100330.0,122090.0,108090.0,127070.0,126430.0,163350.0,85090.0,106680.0,120230.0,120230.0,80350.0,120230.0,7755.0,154.0,20.0,404.0,47.0,3485.0,557.0,156.0,68.0,238.0,908.0,821.0,27.0,120.0,933.0,317.0,204.0,43.0,137.0,115.0,107.0,296.0,835.0,652.0,356.0,39.0,419.0,20.0,176.0,149.0,98.0,570.0,50.0,2125.0,1013.0,19.0,541.0,168.0,190.0,1224.0,103.0,3750.0,20.0,247.0,2293.0,387.0,200.0,791.0,851.0,35.0,387.0,14.0,3.0,100.0,2.0
Recommend design modifications to eliminate machine or system malfunctions.,recommend design modifications to eliminate machine or system malfunctions,"Recommend technical design or process changes to improve efficiency, quality, or performance.",Advise others on business or operational matters.,Providing Consultation and Advice to Others,Mechanical Engineers,mechanical engineers,17-2141.00,Mechanical Engineers,17-2141,17-2141.00,Mechanical Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.1177,False,0.6702426923076923,3.75,82.5,0.048816613624173,0.1,E1,E2,104110.0,100230.0,124340.0,100270.0,80180.0,130900.0,124430.0,105090.0,125130.0,133300.0,99980.0,100620.0,98740.0,93190.0,102680.0,99590.0,97700.0,86260.0,101050.0,119540.0,102430.0,122870.0,119300.0,104890.0,99140.0,98000.0,99330.0,94190.0,88060.0,102680.0,103660.0,112300.0,157710.0,102440.0,100720.0,86330.0,99100.0,101850.0,103470.0,97920.0,116230.0,104580.0,88380.0,99550.0,112410.0,102500.0,107330.0,104180.0,110430.0,97390.0,95870.0,117750.0,61510.0,72240.0,104110.0,122670.0,1656.0,314.0,4174.0,1165.0,25236.0,5943.0,3802.0,504.0,510.00000000000006,8878.0,4373.0,438.0,884.0,9746.0,7183.0,2868.0,3827.0,3447.0,1562.0,736.0,5414.0,7679.999999999999,28625.0,4869.0,1298.0,4025.0,413.0,785.0,1165.0,2281.0,3455.0,2240.0,7100.0,7902.0,653.0,11895.0,1876.0,2414.0,11200.0,1289.0,4778.0,463.0,3249.0,18251.0,2786.0,438.0,6175.0,6811.0,628.0,6175.0,190.0,116.0,405.0,30.0
"Recommend financial products, such as stocks, bonds, mutual funds, or insurance.",recommend financial products such as stocks bonds mutual funds or insurance,Recommend investments to clients.,Advise others on financial matters.,Providing Consultation and Advice to Others,Personal Financial Advisors,personal financial advisors,13-2052.00,Personal Financial Advisors,13-2052,13-2052.00,Financial Analysts and Advisors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.733727810650888,False,0.6665561538461539,4.21,92.31,0.1776252662010564,0.4,E2,E2,105070.0,77990.0,78690.0,96950.0,79420.0,130330.0,89280.0,129720.0,125050.0,104990.0,100970.0,101450.0,76070.0,94370.0,120130.0,87710.0,92310.0,102530.0,67150.0,105070.0,105070.0,99880.0,125670.0,77930.0,102660.0,63300.0,99930.0,97450.0,93280.0,92720.0,96780.0,158570.0,94270.0,166400.0,96880.0,76870.0,90990.0,68670.0,122830.0,105200.0,80200.0,96330.0,128720.0,84160.0,99160.0,77390.0,110020.0,102640.0,114050.0,80010.0,119430.0,77490.0,105070.0,105070.0,105070.0,266800.0,2540.0,555.0,6430.0,1320.0,32200.0,6730.0,2891.0,826.0,480.0,21490.0,6830.0,550.0,760.0,9760.0,5400.0,1920.0,4150.0,2040.0,1470.0,850.0,5260.0,6200.0,6570.0,5280.0,790.0,4480.0,872.0,2210.0,1730.0,1850.0,9300.0,610.0,21550.0,12340.0,540.0,7680.0,1140.0,3070.0,12200.0,1130.0,2400.0,620.0,3970.0,18200.0,2520.0,520.0,6340.0,5790.0,670.0,5200.0,310.0,114.0,440.0,55.0
Recommend improvements in security systems or procedures.,recommend improvements in security systems or procedures,Advise others on business or operational matters.,Advise others on business or operational matters.,Providing Consultation and Advice to Others,Security Management Specialists,security management specialists,13-1199.02,Security Management Specialists,13-1199,13-1199.07,Miscellaneous Business Operations Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.294,False,0.4003846153846154,4.11,100.0,0.3179715333392338,1.160950831664545,E2,E2,83050.0,100240.0,94740.0,83280.0,61240.0,87570.0,92520.0,85530.0,95040.0,108160.0,79650.0,78410.0,92620.0,76400.0,82070.0,79030.0,80470.0,83350.0,74690.0,63220.0,78830.0,101500.0,93270.0,81810.0,77820.0,76980.0,80420.0,74990.0,77980.0,67330.0,83740.0,91060.0,79100.0,83450.0,80230.0,80500.0,79350.0,93640.0,77170.0,80590.0,88130.0,79110.0,85340.0,78690.0,80820.0,80190.0,71710.0,85200.0,100360.0,69240.0,67370.0,74060.0,88610.0,46700.0,65170.0,465402.0,11970.0,3459.0,20909.0,14042.0,265432.0,78208.0,9641.0,2740.0,64714.0,113417.0,115506.0,4030.0,4692.0,56409.0,10771.0,16953.0,16799.0,10052.0,29129.0,7244.0,68190.0,30670.0,35859.0,28102.0,7072.0,15769.999999999998,8151.0,4350.0,15652.0,3288.0,58584.0,14470.0,49302.0,70519.0,3100.0,54268.0,9761.0,25550.0,46665.0,3836.0,15258.0,1610.0,20190.0,178559.0,5160.0,4178.0,77335.0,88449.0,6970.0,20909.0,3031.0,805.0,16029.0,634.0
Recommend information security enhancements to management.,recommend information security enhancements to management,Recommend changes to improve computer or information systems.,Advise others on the design or use of technologies.,Providing Consultation and Advice to Others,"Computer Occupations, All Other",computer occupations all other,15-1199.00,Information Security Engineers,15-1299,15-1299.05,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.669576828266229,False,0.7560138461538461,3.94,100.0,0.0640117214949725,0.1,E1,E2,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,17371.0,630.0,170.0,5510.0,268.0,19188.0,2825.0,742.0,860.0,4118.0,13710.0,4939.0,498.0,249.0,2672.0,800.0,922.0,321.0,1850.0,1202.0,900.0,4563.0,1477.0,1781.0,1001.0,347.0,14340.0,129.0,546.0,625.0,232.0,2875.0,395.0,11460.0,3612.0,175.0,6150.0,795.0,587.0,14580.0,199.0,1029.0,240.0,2617.0,13650.0,1599.0,316.0,4070.0,3438.0,809.0,1120.0,41.0,67.0,211.0,10.0
Recommend interventions to modify behavior associated with health risks.,recommend interventions to modify behavior associated with health risks,"Provide health and wellness advice to patients, program participants, or caregivers.",Advise patients or clients on medical issues.,Providing Consultation and Advice to Others,Nurse Practitioners,nurse practitioners,29-1171.00,Nurse Practitioners,29-1171,29-1171.00,Nurse Practitioners,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.878935136277202,False,3.10506,4.52,91.3,0.2328867944771103,0.1637693687427684,E0,E2,132300.0,105750.0,155170.0,134420.0,125660.0,168520.0,132930.0,138470.0,131040.0,135880.0,129510.0,129430.0,135570.0,132540.0,130680.0,128830.0,130160.0,126650.0,122870.0,125600.0,130260.0,131110.0,142440.0,131450.0,133260.0,124730.0,129930.0,137210.0,132130.0,140670.0,137550.0,159310.0,137520.0,153510.0,128990.0,130070.0,124870.0,133390.0,155680.0,130140.0,135970.0,123290.0,128840.0,117590.0,131670.0,130920.0,134740.0,127810.0,156100.0,127320.0,131980.0,132200.0,118670.0,132300.0,132300.0,323040.0,5640.0,710.0,7219.999999999999,3970.0,25120.0,4270.0,3750.0,1430.0,680.0,21790.0,10460.0,550.0,1750.0,9270.0,7450.0,3240.0,3780.0,4770.0,5380.0,1650.0,6710.0,8070.0,8290.0,7779.999999999999,4690.0,7709.999999999999,1260.0,2340.0,1930.0,1770.0,9950.0,1770.0,22890.0,9800.0,1290.0,15400.0,3620.0,2820.0,10670.0,1180.0,5670.0,1020.0,12150.0,25970.0,2740.0,700.0,7110.0,6700.0,2550.0,5160.0,440.0,90.0,1937.0,66.0
"Recommend investments and investment timing to companies, investment firm staff, or the public.",recommend investments and investment timing to companies investment firm staff or the public,Recommend investments to clients.,Advise others on financial matters.,Providing Consultation and Advice to Others,Financial Analysts,financial analysts,13-2051.00,Financial and Investment Analysts,13-2051,13-2051.00,Financial Analysts and Advisors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0452285057180138,4.921921921921922,False,0.4982952692307693,3.688,80.72999999999999,0.1019181614667157,0.4599999999999999,E2,E2,110326.8,86329.2,93467.6,98355.2,73310.0,119510.0,112404.0,111834.8,121372.8,102374.0,97303.2,100018.0,92154.4,88370.8,102802.4,90854.8,99291.2,84823.6,78009.6,66715.2,115724.0,109085.2,121107.2,99850.4,104253.6,88170.4,99564.0,100089.6,89979.2,92051.6,121936.0,119327.2,87437.6,132558.0,117808.0,76329.2,96552.4,82500.0,114864.8,94121.6,102588.4,96712.0,88651.2,91929.2,101547.2,84298.0,104933.136,116420.4,115498.8,82196.4,96740.0,151969.2,110326.8,61627.2,90965.136,206952.4,1730.4,117.2,3735.2,745.2,24767.2,4405.200000000001,1419.84,1702.4,1870.8,13432.4,5828.0,334.8,466.8,11368.0,1964.0,1235.6,975.6,1440.8000000000002,966.4,781.24,3035.6,7848.0,4150.0,4194.8,465.2,2682.8,237.2,779.92,1174.8,434.4,6417.6,540.0,31413.6,7764.799999999999,190.8,5782.0,915.6,1577.2,7621.2,1093.1999999999998,2019.2,461.2,2637.6,16319.2,2492.4,319.43999999999994,5917.2,4701.6,218.0,2923.6,179.6,88.0,851.6,41.04
"Recommend investments and investment timing to companies, investment firm staff, or the public.",recommend investments and investment timing to companies investment firm staff or the public,Recommend investments to clients.,Advise others on financial matters.,Providing Consultation and Advice to Others,Financial Analysts,financial analysts,13-2051.00,Financial Risk Specialists,13-2054,13-2054.00,Financial Analysts and Advisors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0452285057180138,4.921921921921922,False,0.4982952692307693,3.688,80.72999999999999,0.079929047192641,0.4599999999999999,E0,E2,110326.8,86329.2,93467.6,98355.2,73310.0,119510.0,112404.0,111834.8,121372.8,102374.0,97303.2,100018.0,92154.4,88370.8,102802.4,90854.8,99291.2,84823.6,78009.6,66715.2,115724.0,109085.2,121107.2,99850.4,104253.6,88170.4,99564.0,100089.6,89979.2,92051.6,121936.0,119327.2,87437.6,132558.0,117808.0,76329.2,96552.4,82500.0,114864.8,94121.6,102588.4,96712.0,88651.2,91929.2,101547.2,84298.0,104933.136,116420.4,115498.8,82196.4,96740.0,151969.2,110326.8,61627.2,90965.136,206952.4,1730.4,117.2,3735.2,745.2,24767.2,4405.200000000001,1419.84,1702.4,1870.8,13432.4,5828.0,334.8,466.8,11368.0,1964.0,1235.6,975.6,1440.8000000000002,966.4,781.24,3035.6,7848.0,4150.0,4194.8,465.2,2682.8,237.2,779.92,1174.8,434.4,6417.6,540.0,31413.6,7764.799999999999,190.8,5782.0,915.6,1577.2,7621.2,1093.1999999999998,2019.2,461.2,2637.6,16319.2,2492.4,319.43999999999994,5917.2,4701.6,218.0,2923.6,179.6,88.0,851.6,41.04
"Recommend mark-up rates, mark-down rates, or merchandise selling prices.",recommend markup rates markdown rates or merchandise selling prices,Determine the value of goods or services.,Determine values or prices of goods or services.,Making Decisions and Solving Problems,"Wholesale and Retail Buyers, Except Farm Products",wholesale and retail buyers except farm products,13-1022.00,"Wholesale and Retail Buyers, Except Farm Products",13-1022,13-1022.00,Buyers and Purchasing Agents,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.375998361662912,False,1.0223246153846153,4.1,84.17,0.1418747723271204,0.2,E2,E2,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,163810.0,2212.0,341.0,3390.0,1364.0,19060.0,3008.0,1775.0,507.0,735.0,10391.0,5116.0,657.0,897.0,6382.0,3350.0,1632.0,1504.0,2093.0,2025.0,670.0,2891.0,3807.0,4608.0,3087.0,1217.0,3073.0,535.0,1072.0,1624.0,715.0,4485.0,911.0,10138.0,5172.0,449.0,5808.0,1787.0,2059.0,6347.0,525.0,2412.0,479.0,3431.0,14725.0,1816.0,318.0,4300.0,3716.0,734.0,3078.0,294.0,70.0,982.0,34.0
"Recommend mark-up rates, mark-down rates, or merchandise selling prices.",recommend markup rates markdown rates or merchandise selling prices,Advise others on business or operational matters.,Advise others on business or operational matters.,Providing Consultation and Advice to Others,"Wholesale and Retail Buyers, Except Farm Products",wholesale and retail buyers except farm products,13-1022.00,"Wholesale and Retail Buyers, Except Farm Products",13-1022,13-1022.00,Buyers and Purchasing Agents,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.375998361662912,False,1.0223246153846153,4.1,84.17,0.1418747723271204,0.2,E2,E2,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,163810.0,2212.0,341.0,3390.0,1364.0,19060.0,3008.0,1775.0,507.0,735.0,10391.0,5116.0,657.0,897.0,6382.0,3350.0,1632.0,1504.0,2093.0,2025.0,670.0,2891.0,3807.0,4608.0,3087.0,1217.0,3073.0,535.0,1072.0,1624.0,715.0,4485.0,911.0,10138.0,5172.0,449.0,5808.0,1787.0,2059.0,6347.0,525.0,2412.0,479.0,3431.0,14725.0,1816.0,318.0,4300.0,3716.0,734.0,3078.0,294.0,70.0,982.0,34.0
Recommend merchandise or services that will meet customers' needs.,recommend merchandise or services that will meet customers needs,Discuss goods or services information with customers or patrons.,Explain technical details of products or services.,Interpreting the Meaning of Information for Others,Order Clerks,order clerks,43-4151.00,Order Clerks,43-4151,43-4151.00,Order Clerks,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.714631685166498,False,3.436265769230769,4.29,78.61,0.4945544631824228,0.2,E1,E2,46170.0,48840.0,37590.0,48590.0,41760.0,47290.0,49530.0,47500.0,41430.0,49150.0,44380.0,41720.0,46760.0,40110.0,47670.0,44340.0,44980.0,45200.0,40620.0,37520.0,47750.0,47700.0,55040.0,44240.0,48400.0,43040.0,46170.0,42000.0,44060.0,40560.0,48540.0,46270.0,41020.0,48320.0,46060.0,46170.0,46120.0,45850.0,50260.0,46840.0,49410.0,41740.0,48010.0,39160.0,44280.0,40260.0,49950.0,42580.0,47990.0,45320.0,47750.0,46170.0,46170.0,46170.0,46170.0,75200.0,80.0,70.0,760.0,290.0,12390.0,1970.0,710.0,170.0,170.0,3270.0,1750.0,210.0,90.0,3540.0,1800.0,680.0,310.0,930.0,660.0,300.0,850.0,1350.0,2290.0,1150.0,470.0,840.0,60.0,440.0,740.0,390.0,2640.0,310.0,3530.0,2990.0,206.0,3810.0,2210.0,790.0,2570.0,170.0,740.0,330.0,2260.0,5180.0,880.0,146.0,1690.0,4300.0,100.0,1540.0,135.0,32.0,451.0,15.0
"Recommend methods for improving utilization of personnel, material, and utilities.",recommend methods for improving utilization of personnel material and utilities,"Recommend technical design or process changes to improve efficiency, quality, or performance.",Advise others on business or operational matters.,Providing Consultation and Advice to Others,Industrial Engineers,industrial engineers,17-2112.00,Industrial Engineers,17-2112,17-2112.00,"Industrial Engineers, Including Health and Safety",Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.48994899489949,False,1.0679484615384616,3.67,90.03,0.3854325710763832,0.5,E0,E2,102440.0,99880.0,156510.0,108280.0,98410.0,124600.0,109750.0,104160.0,120190.0,103300.0,101610.0,100100.0,123800.0,100840.0,100540.0,97480.0,97690.0,99830.0,96820.0,122920.0,101030.0,119930.0,109420.0,101680.0,102660.0,95830.0,99290.0,104430.0,98170.0,102090.0,101310.0,103840.0,128090.0,102640.0,99310.0,96940.0,100060.0,97510.0,128290.0,99560.0,109350.0,101060.0,93200.0,99080.0,104560.0,103940.0,103010.0,102550.0,129050.0,108360.0,96980.0,122070.0,102440.0,81820.0,102440.0,61874.0,5177.0,149.0,5089.0,1157.0,22115.0,3519.0,4074.0,555.0,108.0,9508.0,6050.0,34.0,900.0,12614.0,7904.0,2436.0,2335.0,4108.0,1157.0,697.0,2639.0,7762.0,20971.0,11896.0,1658.0,3431.0,264.0,785.0,1062.0,1313.0,4649.0,771.0,7992.0,7836.0,406.0,15889.0,1468.0,3932.0,8919.0,670.0,5387.0,562.0,5035.0,20964.0,3735.0,298.0,3776.0,4148.0,575.0,8844.0,162.0,26.0,1861.0,13.0
Recommend methods to increase lifestyle physical activity.,recommend methods to increase lifestyle physical activity,"Provide health and wellness advice to patients, program participants, or caregivers.",Advise patients or clients on medical issues.,Providing Consultation and Advice to Others,Exercise Physiologists,exercise physiologists,29-1128.00,Exercise Physiologists,29-1128,29-1128.00,Therapists,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.6781707447376855,False,4.890590769230769,4.73,100.0,0.4240820917908209,0.1,E1,E2,59460.0,50820.0,59460.0,62350.0,48850.0,62440.0,63800.0,62510.0,57940.0,59460.0,60100.0,58170.0,59460.0,56750.0,60130.0,49740.0,56640.0,59090.0,51070.0,52450.0,59460.0,62220.0,65950.0,55080.0,67230.0,43060.0,52570.0,59460.0,59460.0,55240.0,63590.0,64680.0,59460.0,59940.0,52450.0,50430.0,51660.0,49190.0,71630.0,48040.0,59460.0,46550.0,51630.0,53570.0,56780.0,43850.0,59460.0,52400.0,81310.0,50270.0,63210.0,62070.0,59460.0,59460.0,59460.0,8560.0,70.0,18.0,220.0,40.0,640.0,370.0,100.0,90.0,38.0,330.0,210.0,34.0,40.0,300.0,310.0,50.0,60.0,60.0,40.0,35.0,90.0,180.0,570.0,250.0,30.0,160.0,28.0,56.0,85.0,50.0,130.0,48.0,360.0,370.0,50.0,340.0,80.0,80.0,640.0,27.0,230.0,30.0,140.0,520.0,220.0,17.0,240.0,160.0,60.0,340.0,15.0,4.0,51.0,2.0
"Recommend necessary corrective actions, based on inspection results.",recommend necessary corrective actions based on inspection results,Advise others on ways to improve processes or products.,Advise others on business or operational matters.,Providing Consultation and Advice to Others,"Inspectors, Testers, Sorters, Samplers, and Weighers",inspectors testers sorters samplers and weighers,51-9061.00,"Inspectors, Testers, Sorters, Samplers, and Weighers",51-9061,51-9061.00,"Inspectors, Testers, Sorters, Samplers, and Weighers",Other Production Occupations,Production Occupations,2026-05-31,0.0226142528590069,4.382537434237151,False,2.2931584615384617,4.36,82.1,0.1646872058694003,0.1,E2,E2,48570.0,40010.0,78150.0,52100.0,44570.0,54300.0,58350.0,57090.0,57190.0,59730.0,47540.0,46130.0,59740.0,45130.0,47920.0,47900.0,50740.0,53680.0,46280.0,49490.0,53570.0,61790.0,52270.0,44490.0,57170.0,40670.0,54420.0,58070.0,51270.0,49280.0,54800.0,49140.0,49500.0,49990.0,46430.0,50820.0,47360.0,49630.0,54120.0,48320.0,54940.0,46890.0,47240.0,45760.0,46210.0,48910.0,46210.0,49590.0,64420.0,47010.0,49610.0,57900.0,44160.0,29870.0,47240.0,597370.0,13120.0,300.0,11120.0,5880.0,61130.0,5220.0,7460.0,1020.0,70.0,22630.0,19980.0,650.0,2900.0,31700.0,24790.0,7230.0,9300.0,12880.0,8110.0,1800.0,4600.0,10650.0,27980.0,9710.0,6970.0,12480.0,580.0,3350.0,4040.0,3050.0,12280.0,1550.0,19790.0,19700.0,1800.0,32060.0,7430.0,5690.0,25870.0,1790.0,13360.0,1090.0,17140.0,56390.0,6630.0,900.0,9830.0,12010.0,2720.0,17670.0,990.0,50.0,3870.0,30.0
Recommend new or improved processes or equipment to reduce risk exposure.,recommend new or improved processes or equipment to reduce risk exposure,Recommend improvements to increase safety or reduce risks.,Advise others on workplace health or safety issues.,Providing Consultation and Advice to Others,Retail Loss Prevention Specialists,retail loss prevention specialists,33-9099.02,Retail Loss Prevention Specialists,33-9099,33-9099.02,Miscellaneous Protective Service Workers,Other Protective Service Workers,Protective Service Occupations,2026-05-31,0.0113071264295034,4.495897328003366,False,0.7042538461538461,3.91,87.4,0.2290657387725786,0.4,E2,E2,42540.0,86350.0,56120.0,49090.0,31270.0,39330.0,44340.0,37480.0,39520.0,88570.0,44310.0,45200.0,57370.0,46580.0,38020.0,47930.0,38160.0,42150.0,46580.0,44410.0,49940.0,52780.0,50040.0,49730.0,38330.0,49800.0,49290.0,41660.0,47090.0,54790.0,88960.0,54950.0,64940.0,52690.0,43740.0,53460.0,44890.0,52360.0,49520.0,34320.0,54630.0,44130.0,42260.0,44100.0,33500.0,49610.0,57490.0,35230.0,42170.0,43700.0,57620.0,40330.0,42540.0,26680.0,42540.0,81500.0,330.0,400.0,970.0,560.0,26360.0,4640.0,910.0,130.0,80.0,2790.0,1260.0,110.0,170.0,600.0,240.0,812.0,300.0,540.0,2370.0,170.0,930.0,610.0,730.0,670.0,180.0,240.0,310.0,80.0,910.0,90.0,3520.0,650.0,1930.0,790.0,230.0,1520.0,150.0,2180.0,5720.0,60.0,320.0,130.0,830.0,4360.0,910.0,60.0,4000.0,4530.0,170.0,910.0,590.0,35.0,660.0,17.0
Recommend new systems and processes to improve operations.,recommend new systems and processes to improve operations,Advise others on business or operational matters.,Advise others on business or operational matters.,Providing Consultation and Advice to Others,Bioinformatics Scientists,bioinformatics scientists,19-1029.01,Bioinformatics Scientists,19-1029,19-1029.01,Biological Scientists,Life Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.0113071264295034,4.252446808510638,False,0.16907,2.99,71.58,0.0189045431456083,0.2,E2,E2,98920.0,87260.0,106870.0,90290.0,76400.0,113530.0,93970.0,111940.0,113400.0,84590.0,83780.0,96820.0,95600.0,83320.0,82640.0,84570.0,82720.0,76400.0,79400.0,69590.0,104570.0,121680.0,107100.0,81540.0,76400.0,91170.0,63290.0,91560.0,82770.0,74210.0,83740.0,104750.0,84120.0,104120.0,100070.0,98920.0,95560.0,79950.0,86260.0,100780.0,101750.0,91560.0,73920.0,80500.0,80870.0,93250.0,77960.0,96030.0,108110.0,84590.0,78480.0,91560.0,78850.0,76400.0,98920.0,30550.0,558.0,607.0,1247.0,591.0,19495.0,1395.0,279.0,95.0,1395.0,3151.0,2018.0,607.0,706.0,2133.0,1050.0,903.0,1247.0,427.0,952.0,558.0,8156.0,4808.0,1411.0,1231.0,525.0,1838.0,903.0,394.0,673.0,509.0,886.0,689.0,4135.0,4562.0,84.0,1001.0,492.0,1149.0,2970.0,164.0,394.0,279.0,689.0,4070.0,968.0,148.0,2708.0,4299.0,377.0,1214.0,279.0,82.0,427.0,7.0
"Recommend or implement methods to monitor, evaluate, or enable resolution of safety, operations, or compliance interruptions.",recommend or implement methods to monitor evaluate or enable resolution of safety operations or compliance interruptions,Monitor organizational compliance with regulations.,Monitor operations to ensure compliance with regulations or standards.,"Monitoring Processes, Materials, or Surroundings",Business Continuity Planners,business continuity planners,13-1199.04,Business Continuity Planners,13-1199,13-1199.04,Miscellaneous Business Operations Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.8488114104595885,False,0.4379438461538462,3.9,95.65,0.3879495172600632,1.139239247631823,E2,E2,83050.0,100240.0,94740.0,83280.0,61240.0,87570.0,92520.0,85530.0,95040.0,108160.0,79650.0,78410.0,92620.0,76400.0,82070.0,79030.0,80470.0,83350.0,74690.0,63220.0,78830.0,101500.0,93270.0,81810.0,77820.0,76980.0,80420.0,74990.0,77980.0,67330.0,83740.0,91060.0,79100.0,83450.0,80230.0,80500.0,79350.0,93640.0,77170.0,80590.0,88130.0,79110.0,85340.0,78690.0,80820.0,80190.0,71710.0,85200.0,100360.0,69240.0,67370.0,74060.0,88610.0,46700.0,65170.0,209360.0,5385.0,1556.0,9406.0,6317.0,119404.0,35182.0,4337.0,1233.0,29112.0,51020.0,51960.0,4030.0,2111.0,25375.0,4846.0,7626.0,7557.0,4522.0,13104.0,3259.0,30675.0,13797.0,16131.0,12641.0,3182.0,15769.999999999998,3667.0,1957.0,7041.0,1479.0,26354.0,6509.0,22178.0,31723.0,1394.0,24412.0,4391.0,11494.0,20992.0,1726.0,6864.0,724.0,9082.0,80324.0,2321.0,1880.0,34789.0,39789.0,3135.0,9406.0,1364.0,362.0,7210.0,285.0
"Recommend or implement methods to monitor, evaluate, or enable resolution of safety, operations, or compliance interruptions.",recommend or implement methods to monitor evaluate or enable resolution of safety operations or compliance interruptions,Advise others on analytical techniques.,Advise others on business or operational matters.,Providing Consultation and Advice to Others,Business Continuity Planners,business continuity planners,13-1199.04,Business Continuity Planners,13-1199,13-1199.04,Miscellaneous Business Operations Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.8488114104595885,False,0.4379438461538462,3.9,95.65,0.3879495172600632,1.139239247631823,E2,E2,83050.0,100240.0,94740.0,83280.0,61240.0,87570.0,92520.0,85530.0,95040.0,108160.0,79650.0,78410.0,92620.0,76400.0,82070.0,79030.0,80470.0,83350.0,74690.0,63220.0,78830.0,101500.0,93270.0,81810.0,77820.0,76980.0,80420.0,74990.0,77980.0,67330.0,83740.0,91060.0,79100.0,83450.0,80230.0,80500.0,79350.0,93640.0,77170.0,80590.0,88130.0,79110.0,85340.0,78690.0,80820.0,80190.0,71710.0,85200.0,100360.0,69240.0,67370.0,74060.0,88610.0,46700.0,65170.0,209360.0,5385.0,1556.0,9406.0,6317.0,119404.0,35182.0,4337.0,1233.0,29112.0,51020.0,51960.0,4030.0,2111.0,25375.0,4846.0,7626.0,7557.0,4522.0,13104.0,3259.0,30675.0,13797.0,16131.0,12641.0,3182.0,15769.999999999998,3667.0,1957.0,7041.0,1479.0,26354.0,6509.0,22178.0,31723.0,1394.0,24412.0,4391.0,11494.0,20992.0,1726.0,6864.0,724.0,9082.0,80324.0,2321.0,1880.0,34789.0,39789.0,3135.0,9406.0,1364.0,362.0,7210.0,285.0
"Recommend procedures, equipment, or software upgrades to increase data accessibility or ease of use.",recommend procedures equipment or software upgrades to increase data accessibility or ease of use,Recommend changes to improve computer or information systems.,Advise others on the design or use of technologies.,Providing Consultation and Advice to Others,Geospatial Information Scientists and Technologists,geospatial information scientists and technologists,15-1199.04,Geographic Information Systems Technologists and Technicians,15-1299,15-1299.02,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.275703378307709,False,1.075981952662722,3.832692307692308,93.445,0.2413793103448275,0.3418789126253788,E1,E2,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,85452.0,3097.0,836.0,5510.0,1319.0,94388.0,13896.0,3651.0,860.0,20255.0,13710.0,24295.0,2449.0,1225.0,13143.0,3933.0,4534.0,1578.0,1850.0,5912.0,900.0,22446.0,7266.0,8762.0,4923.0,1708.0,14340.0,636.0,2685.0,3074.0,1142.0,14144.0,1943.0,11460.0,17771.0,860.0,6150.0,3910.0,2885.0,14580.0,977.0,5064.0,240.0,12872.0,67149.0,7867.0,1554.0,20020.0,16911.0,3980.0,5511.0,200.0,330.0,1036.0,47.0
"Recommend procedures for detection, prevention, and elimination of physical, chemical, or other product hazards.",recommend procedures for detection prevention and elimination of physical chemical or other product hazards,Advise others on health and safety issues.,Advise others on workplace health or safety issues.,Providing Consultation and Advice to Others,"Health and Safety Engineers, Except Mining Safety Engineers and Inspectors",health and safety engineers except mining safety engineers and inspectors,17-2111.00,"Health and Safety Engineers, Except Mining Safety Engineers and Inspectors",17-2111,17-2111.00,"Industrial Engineers, Including Health and Safety",Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.2354979322678,False,0.3655438461538461,4.26,100.0,0.3143948342558377,1.165328925975881,E1,E2,115160.0,105490.0,102690.0,106370.0,101590.0,131540.0,120950.0,115640.0,118440.0,115160.0,101790.0,105880.0,82300.0,98860.0,111370.0,83240.0,106350.0,102690.0,107760.0,118490.0,82140.0,110950.0,131210.0,107780.0,120050.0,87180.0,89820.0,97670.0,103230.0,121660.0,130500.0,119370.0,94640.0,101300.0,106800.0,115160.0,129560.0,102890.0,116020.0,121730.0,94620.0,104120.0,115160.0,115160.0,123440.0,106980.0,115160.0,104920.0,126590.0,76700.0,92700.0,115160.0,115160.0,115160.0,115160.0,21450.0,570.0,110.0,180.0,130.0,2470.0,210.0,270.0,50.0,180.0,770.0,350.0,70.0,250.0,230.0,440.0,230.0,120.0,300.0,370.0,70.0,520.0,750.0,720.0,220.0,120.0,250.0,60.0,90.0,80.0,80.0,430.0,340.0,1570.0,480.0,59.0,650.0,620.0,180.0,490.0,40.0,280.0,63.0,240.0,4320.0,260.0,42.0,380.0,420.0,210.0,250.0,38.0,80.0,129.0,4.0
"Recommend product or component design improvements, based on test data or observations.",recommend product or component design improvements based on test data or observations,"Recommend technical design or process changes to improve efficiency, quality, or performance.",Advise others on business or operational matters.,Providing Consultation and Advice to Others,Automotive Engineering Technicians,automotive engineering technicians,17-3027.01,Automotive Engineering Technicians,17-3027,17-3027.01,"Engineering Technologists and Technicians, Except Drafters","Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.307,False,0.6302619230769231,3.48,96.3,0.2442644364910748,0.5,E0,E2,74510.0,60350.0,74510.0,72090.0,74510.0,87390.0,77090.0,82660.0,77820.0,74510.0,59720.0,73870.0,74510.0,68310.0,77020.0,77220.0,71670.0,55390.0,77990.0,102800.0,76790.0,79180.0,62390.0,68170.0,63990.0,70570.0,92150.0,74510.0,80050.0,72950.0,66740.0,65180.0,97560.0,78210.0,62360.0,76440.0,78500.0,61480.0,80840.0,70820.0,81600.0,69580.0,53670.0,62270.0,76610.0,61870.0,74510.0,75650.0,79410.0,47660.0,67850.0,74510.0,74510.0,51860.0,74510.0,21945.0,485.0,85.0,885.0,183.0,4439.0,400.0,424.0,61.0,98.0,655.0,679.0,89.0,36.0,1419.0,1819.0,606.0,497.0,631.0,327.0,267.0,776.0,1589.0,5979.0,485.0,267.0,970.0,72.0,303.0,509.0,691.0,315.0,388.0,1383.0,1443.0,109.0,2183.0,594.0,315.0,1965.0,36.0,1565.0,133.0,703.0,2595.0,1092.0,42.0,813.0,1079.0,243.0,1092.0,39.0,10.0,85.0,5.0
Recommend product or service improvements to employers.,recommend product or service improvements to employers,Recommend products or services to customers.,Advise others on products or services.,Providing Consultation and Advice to Others,Demonstrators and Product Promoters,demonstrators and product promoters,41-9011.00,Demonstrators and Product Promoters,41-9011,41-9011.00,"Models, Demonstrators, and Product Promoters",Other Sales and Related Workers,Sales and Related Occupations,2026-05-31,0.0030529241359659,4.676338373518595,False,1.6035753846153846,3.51,48.52,0.0849484885004599,0.1,E1,E2,39320.0,28630.0,39320.0,39780.0,33640.0,46220.0,37750.0,36890.0,31200.0,39750.0,31300.0,32180.0,38490.0,31370.0,36550.0,47630.0,37050.0,33770.0,42910.0,29680.0,35880.0,38900.0,47590.0,50290.0,34180.0,28470.0,37740.0,33070.0,32180.0,45030.0,38510.0,36420.0,29110.0,49150.0,36650.0,32180.0,34610.0,45760.0,38430.0,36910.0,47600.0,38590.0,29560.0,35070.0,38780.0,38280.0,37040.0,41600.0,38670.0,39320.0,38220.0,39320.0,39320.0,22530.0,39320.0,64520.0,871.0,134.0,3130.0,180.0,18140.0,1150.0,490.0,200.0,150.0,3160.0,560.0,280.0,330.0,2890.0,530.0,280.0,380.0,480.0,798.0,190.0,170.0,1000.0,1360.0,1400.0,160.0,610.0,100.0,200.0,1200.0,60.0,1550.0,560.0,4510.0,2037.0,177.0,710.0,470.0,1700.0,720.0,50.0,190.0,70.0,430.0,4930.0,800.0,150.0,1870.0,4020.000000000001,289.0,220.0,116.0,27.0,930.0,13.0
"Recommend products to customers, based on customers' needs and interests.",recommend products to customers based on customers needs and interests,Recommend products or services to customers.,Advise others on products or services.,Providing Consultation and Advice to Others,"Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products",sales representatives wholesale and manufacturing except technical and scientific products,41-4012.00,"Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products",41-4012,41-4012.00,"Sales Representatives, Wholesale and Manufacturing","Sales Representatives, Wholesale and Manufacturing",Sales and Related Occupations,2026-05-31,0.4296708043211314,4.756077376642185,False,2.961989230769231,4.29,100.0,0.2532313679325772,0.1,E2,E2,72080.0,64140.0,56830.0,72390.0,55120.0,76490.0,79250.0,75570.0,62280.0,80010.0,62490.0,63860.0,59010.0,64840.0,73510.0,71330.0,66760.0,68960.0,64280.0,63290.0,63960.0,73080.0,79810.0,72980.0,76750.0,59320.0,61940.0,61670.0,64030.0,68150.0,72790.0,79410.0,61320.0,79590.0,70990.0,74250.0,73960.0,62160.0,74180.0,66130.0,82420.0,64250.0,77210.0,61630.0,65970.0,61980.0,76840.0,63400.0,79830.0,63560.0,65930.0,72530.0,29460.0,34870.0,45980.0,1238190.0,20470.0,910.0,19400.0,12740.0,134800.0,27530.0,9870.0,2920.0,560.0,92920.0,43630.0,3280.0,7210.0,51310.0,32350.0,16990.0,12630.0,15550.0,19120.0,3320.0,9070.0,22700.0,40960.0,31230.0,7000.0,21960.0,3510.0,8550.0,8970.0,4940.0,34360.0,3660.0,61500.0,49110.0,4180.0,58739.99999999999,14220.0,15020.0,51270.0,4870.0,22010.0,5220.0,23850.0,95670.0,13900.0,1890.0,22570.0,27340.0,3220.0,37700.0,1480.0,210.0,5150.0,80.0
Recommend remedial procedures to correct any violations found during inspections.,recommend remedial procedures to correct any violations found during inspections,Recommend changes or corrective procedures.,Advise others on business or operational matters.,Providing Consultation and Advice to Others,Transportation Inspectors,transportation inspectors,53-6051.00,Transportation Inspectors,53-6051,53-6051.00,Transportation Inspectors,Other Transportation Workers,Transportation and Material Moving Occupations,2026-05-31,0.0113071264295034,4.525955859496427,False,0.6434130769230769,4.06,73.3,0.127362517774326,0.4,E1,E2,92100.0,108140.0,123120.0,62250.0,85130.0,83000.0,81820.0,91520.0,92100.0,89960.0,101470.0,95030.0,108270.0,54330.0,47990.0,80330.0,116850.0,103380.0,83970.0,77460.0,63750.0,100700.0,79650.0,35890.0,92860.0,92100.0,64690.0,62810.0,92100.0,50060.0,92100.0,49250.0,63690.0,93420.0,84470.0,106330.0,77010.0,111070.0,78110.0,81550.0,92100.0,80490.0,70080.0,78430.0,101440.0,64480.0,92100.0,68610.0,104250.0,58670.0,75260.0,92100.0,52540.0,29760.0,92100.0,8166.666666666667,787.0,200.0,975.0,141.0,2102.0,540.0,387.0,106.0,176.0,1914.0,1033.0,176.0,200.0,1327.0,294.0,70.0,247.0,305.0,153.0,106.0,294.0,223.0,634.0,364.0,72.0,446.0,211.0,235.0,505.0,42.0,1092.0,270.0,4368.0,446.0,70.0,505.0,552.0,294.0,399.0,31.0,517.0,117.0,493.0,2689.0,247.0,19.0,387.0,575.0,106.0,141.0,18.0,82.0,294.0,2.0
Recommend resolution of identified deviations from established product or process standards.,recommend resolution of identified deviations from established product or process standards,Inspect finished products to locate flaws.,Inspect completed work or finished products.,"Inspecting Equipment, Structures, or Materials",Validation Engineers,validation engineers,17-2199.02,Validation Engineers,17-2112,17-2112.02,"Industrial Engineers, Including Health and Safety",Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.454600000000001,False,0.9815384615384616,4.0,100.0,0.1430555555555556,0.2,E1,E2,102440.0,99880.0,156510.0,108280.0,98410.0,124600.0,109750.0,104160.0,120190.0,103300.0,101610.0,100100.0,123800.0,100840.0,100540.0,97480.0,97690.0,99830.0,96820.0,122920.0,101030.0,119930.0,109420.0,101680.0,102660.0,95830.0,99290.0,104430.0,98170.0,102090.0,101310.0,103840.0,128090.0,102640.0,99310.0,96940.0,100060.0,97510.0,128290.0,99560.0,109350.0,101060.0,93200.0,99080.0,104560.0,103940.0,103010.0,102550.0,129050.0,108360.0,96980.0,122070.0,102440.0,81820.0,102440.0,72148.0,6036.0,174.0,5934.0,1349.0,25787.0,4103.0,4750.0,647.0,126.0,11086.0,7054.0,39.0,1049.0,14708.0,9216.0,2841.0,2722.0,4790.0,1349.0,813.0,3077.0,9051.0,24453.0,13872.0,1933.0,4001.0,308.0,915.0,1239.0,1531.0,5421.0,900.0,9319.0,9137.0,473.0,18527.0,1712.0,4584.0,10400.0,781.0,6281.0,655.0,5871.0,24445.0,4356.0,347.0,4403.0,4837.0,671.0,10313.0,189.0,31.0,2170.0,15.0
Recommend resolution of identified deviations from established product or process standards.,recommend resolution of identified deviations from established product or process standards,"Recommend technical design or process changes to improve efficiency, quality, or performance.",Advise others on business or operational matters.,Providing Consultation and Advice to Others,Validation Engineers,validation engineers,17-2199.02,Validation Engineers,17-2112,17-2112.02,"Industrial Engineers, Including Health and Safety",Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.454600000000001,False,0.9815384615384616,4.0,100.0,0.1430555555555556,0.2,E1,E2,102440.0,99880.0,156510.0,108280.0,98410.0,124600.0,109750.0,104160.0,120190.0,103300.0,101610.0,100100.0,123800.0,100840.0,100540.0,97480.0,97690.0,99830.0,96820.0,122920.0,101030.0,119930.0,109420.0,101680.0,102660.0,95830.0,99290.0,104430.0,98170.0,102090.0,101310.0,103840.0,128090.0,102640.0,99310.0,96940.0,100060.0,97510.0,128290.0,99560.0,109350.0,101060.0,93200.0,99080.0,104560.0,103940.0,103010.0,102550.0,129050.0,108360.0,96980.0,122070.0,102440.0,81820.0,102440.0,72148.0,6036.0,174.0,5934.0,1349.0,25787.0,4103.0,4750.0,647.0,126.0,11086.0,7054.0,39.0,1049.0,14708.0,9216.0,2841.0,2722.0,4790.0,1349.0,813.0,3077.0,9051.0,24453.0,13872.0,1933.0,4001.0,308.0,915.0,1239.0,1531.0,5421.0,900.0,9319.0,9137.0,473.0,18527.0,1712.0,4584.0,10400.0,781.0,6281.0,655.0,5871.0,24445.0,4356.0,347.0,4403.0,4837.0,671.0,10313.0,189.0,31.0,2170.0,15.0
"Recommend, select, and help locate or obtain merchandise based on customer needs and desires.",recommend select and help locate or obtain merchandise based on customer needs and desires,Recommend products or services to customers.,Advise others on products or services.,Providing Consultation and Advice to Others,Retail Salespersons,retail salespersons,41-2031.00,Retail Salespersons,41-2031,41-2031.00,Retail Salespersons,Retail Sales Workers,Sales and Related Occupations,2026-05-31,0.0452285057180138,4.541940114848237,True,4.84295076923077,4.68,98.94,0.4093133355217759,0.1,E0,E2,35410.0,30040.0,37290.0,35720.0,29270.0,38440.0,37950.0,36490.0,35360.0,38500.0,34010.0,30840.0,37790.0,35080.0,35370.0,31530.0,31360.0,32180.0,29650.0,29490.0,36640.0,35510.0,36610.0,34640.0,36370.0,28640.0,33460.0,36270.0,31870.0,34190.0,36200.0,36520.0,33300.0,37720.0,31370.0,36040.0,30800.0,29660.0,36770.0,31200.0,34860.0,30690.0,34370.0,31950.0,30800.0,33900.0,37400.0,34240.0,39560.0,28950.0,34480.0,34310.0,24000.0,22560.0,28790.0,3897860.0,60880.0,7890.0,93920.0,35510.0,376460.0,76660.0,42410.0,13400.0,4660.0,333460.0,143120.0,19180.0,20180.0,126610.0,83670.0,41000.0,33360.0,51250.0,49570.0,18450.0,79320.0,86860.0,111010.0,74840.0,38400.0,67140.0,13490.0,22780.0,43920.0,23880.0,72530.0,23800.0,238540.0,127540.0,11320.0,137370.0,43830.0,48090.0,141790.0,12830.0,67310.0,14180.0,87380.0,341640.0,47570.0,8250.0,100290.0,84850.0,19050.0,67640.0,8770.0,1540.0,41230.0,1300.0
"Recommend special diets to improve athletes' health, increase their stamina, or alter their weight.",recommend special diets to improve athletes health increase their stamina or alter their weight,"Advise athletes, coaches, or trainers on exercise regimens, nutrition, or equipment use.",Advise others on healthcare or wellness issues.,Providing Consultation and Advice to Others,Athletic Trainers,athletic trainers,29-9091.00,Athletic Trainers,29-9091,29-9091.00,Miscellaneous Health Practitioners and Technical Workers,Other Healthcare Practitioners and Technical Occupations,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.822299999999999,False,0.2129696153846154,3.12,77.55,0.013726777276856,0.1,E1,E2,62520.0,46940.0,62520.0,61710.0,57240.0,78490.0,64580.0,69960.0,59650.0,74450.0,61350.0,64590.0,76320.0,60410.0,64750.0,62780.0,55430.0,59140.0,60680.0,62760.0,61970.0,63970.0,70010.0,59280.0,65390.0,58180.0,58660.0,60090.0,61020.0,59820.0,60200.0,76210.0,72440.0,66230.0,56540.0,60900.0,61420.0,61320.0,57790.0,61060.0,63750.0,59240.0,58620.0,59850.0,64150.0,65980.0,62910.0,61860.0,63750.0,50510.0,61820.0,63190.0,62520.0,62520.0,62520.0,30500.0,840.0,63.0,590.0,240.0,1760.0,380.0,290.0,50.0,100.0,1430.0,860.0,200.0,170.0,850.0,1040.0,570.0,390.0,720.0,810.0,180.0,320.0,630.0,870.0,820.0,200.0,510.0,50.0,270.0,180.0,210.0,890.0,150.0,1370.0,990.0,110.0,2100.0,360.0,280.0,1870.0,98.0,530.0,150.0,580.0,3130.0,340.0,140.0,830.0,240.0,110.0,620.0,60.0,13.0,183.0,6.0
"Recommend tests or testing conditions in accordance with designs, customer requirements, or industry standards to ensure test validity.",recommend tests or testing conditions in accordance with designs customer requirements or industry standards to ensure test validity,"Recommend technical design or process changes to improve efficiency, quality, or performance.",Advise others on business or operational matters.,Providing Consultation and Advice to Others,Automotive Engineering Technicians,automotive engineering technicians,17-3027.01,Automotive Engineering Technicians,17-3027,17-3027.01,"Engineering Technologists and Technicians, Except Drafters","Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.1153,False,0.4057161538461539,3.44,100.0,0.0552771300655013,0.2,E0,E2,74510.0,60350.0,74510.0,72090.0,74510.0,87390.0,77090.0,82660.0,77820.0,74510.0,59720.0,73870.0,74510.0,68310.0,77020.0,77220.0,71670.0,55390.0,77990.0,102800.0,76790.0,79180.0,62390.0,68170.0,63990.0,70570.0,92150.0,74510.0,80050.0,72950.0,66740.0,65180.0,97560.0,78210.0,62360.0,76440.0,78500.0,61480.0,80840.0,70820.0,81600.0,69580.0,53670.0,62270.0,76610.0,61870.0,74510.0,75650.0,79410.0,47660.0,67850.0,74510.0,74510.0,51860.0,74510.0,21945.0,485.0,85.0,885.0,183.0,4439.0,400.0,424.0,61.0,98.0,655.0,679.0,89.0,36.0,1419.0,1819.0,606.0,497.0,631.0,327.0,267.0,776.0,1589.0,5979.0,485.0,267.0,970.0,72.0,303.0,509.0,691.0,315.0,388.0,1383.0,1443.0,109.0,2183.0,594.0,315.0,1965.0,36.0,1565.0,133.0,703.0,2595.0,1092.0,42.0,813.0,1079.0,243.0,1092.0,39.0,10.0,85.0,5.0
Recommend the use of vitamin and mineral supplements to enhance the health of patients and children.,recommend the use of vitamin and mineral supplements to enhance the health of patients and children,"Provide health and wellness advice to patients, program participants, or caregivers.",Advise patients or clients on medical issues.,Providing Consultation and Advice to Others,Midwives,midwives,29-9099.01,Midwives,29-9099,29-9099.01,Miscellaneous Health Practitioners and Technical Workers,Other Healthcare Practitioners and Technical Occupations,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.131500000000001,False,1.4906230769230768,3.81,100.0,0.1148274999999999,0.1,E0,E1,65790.0,69520.0,68610.0,62860.0,37660.0,75800.0,74480.0,78980.0,49990.0,113640.0,75900.0,63230.0,57330.0,62490.0,72610.0,81290.0,42070.0,43430.0,91560.0,63240.0,65790.0,75000.0,80240.0,77130.0,79990.0,37920.0,86110.0,79070.0,49400.0,64170.0,79860.0,76570.0,35270.0,102990.0,57390.0,52240.0,60670.0,73320.0,67270.0,45360.0,63060.0,67940.0,65790.0,63400.0,62420.0,67320.0,59300.0,63410.0,80730.0,66080.0,81580.0,60410.0,65790.0,108890.0,65790.0,35010.0,80.0,70.0,690.0,610.0,4180.0,200.0,420.0,90.0,130.0,1070.0,1770.0,720.0,110.0,970.0,500.0,410.0,270.0,190.0,3900.0,143.0,2110.0,310.0,1160.0,410.0,230.0,450.0,190.0,200.0,1020.0,360.0,720.0,150.0,1110.0,940.0,80.0,350.0,30.0,210.0,2490.0,240.0,340.0,102.0,1650.0,1460.0,160.0,130.0,530.0,880.0,80.0,470.0,80.0,15.0,60.0,7.0
"Recommend to clients strategies in cash management, insurance coverage, investment planning, or other areas to help them achieve their financial goals.",recommend to clients strategies in cash management insurance coverage investment planning or other areas to help them achieve their financial goals,Recommend investments to clients.,Advise others on financial matters.,Providing Consultation and Advice to Others,Personal Financial Advisors,personal financial advisors,13-2052.00,Personal Financial Advisors,13-2052,13-2052.00,Financial Analysts and Advisors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.1333,False,0.468626923076923,4.42,100.0,0.2577639690099232,0.7,E1,E2,105070.0,77990.0,78690.0,96950.0,79420.0,130330.0,89280.0,129720.0,125050.0,104990.0,100970.0,101450.0,76070.0,94370.0,120130.0,87710.0,92310.0,102530.0,67150.0,105070.0,105070.0,99880.0,125670.0,77930.0,102660.0,63300.0,99930.0,97450.0,93280.0,92720.0,96780.0,158570.0,94270.0,166400.0,96880.0,76870.0,90990.0,68670.0,122830.0,105200.0,80200.0,96330.0,128720.0,84160.0,99160.0,77390.0,110020.0,102640.0,114050.0,80010.0,119430.0,77490.0,105070.0,105070.0,105070.0,266800.0,2540.0,555.0,6430.0,1320.0,32200.0,6730.0,2891.0,826.0,480.0,21490.0,6830.0,550.0,760.0,9760.0,5400.0,1920.0,4150.0,2040.0,1470.0,850.0,5260.0,6200.0,6570.0,5280.0,790.0,4480.0,872.0,2210.0,1730.0,1850.0,9300.0,610.0,21550.0,12340.0,540.0,7680.0,1140.0,3070.0,12200.0,1130.0,2400.0,620.0,3970.0,18200.0,2520.0,520.0,6340.0,5790.0,670.0,5200.0,310.0,114.0,440.0,55.0
Recommend treatment and prevention methods for pest problems to clients.,recommend treatment and prevention methods for pest problems to clients,Recommend products or services to customers.,Advise others on products or services.,Providing Consultation and Advice to Others,Pest Control Workers,pest control workers,37-2021.00,Pest Control Workers,37-2021,37-2021.00,Pest Control Workers,Building Cleaning and Pest Control Workers,Building and Grounds Cleaning and Maintenance Occupations,2026-05-31,0.0030529241359659,4.799812811980034,False,2.402993846153846,4.3,99.49,0.2026479449718606,0.1,E1,E2,45250.0,38410.0,46900.0,44430.0,37710.0,47190.0,48650.0,49010.0,45300.0,45250.0,44320.0,37860.0,48570.0,40220.0,46450.0,38600.0,45290.0,38690.0,42310.0,44570.0,48340.0,47360.0,45560.0,44470.0,41640.0,37200.0,42690.0,41730.0,38960.0,49240.0,48000.0,48780.0,37070.0,48530.0,44740.0,48020.0,40110.0,39050.0,46570.0,45720.0,45030.0,43130.0,49920.0,39690.0,37660.0,44740.0,46320.0,45950.0,51300.0,37510.0,45350.0,44500.0,28340.0,23410.0,36330.0,102620.0,2540.0,40.0,3200.0,1030.0,11941.0,970.0,880.0,300.0,460.0,12400.0,5770.0,740.0,620.0,2470.0,1670.0,540.0,760.0,1030.0,1930.0,320.0,1670.0,1900.0,1460.0,670.0,960.0,1440.0,100.0,460.0,790.0,260.0,2270.0,320.0,4220.0,4870.0,120.0,2170.0,1310.0,740.0,2260.0,270.0,2660.0,190.0,3340.0,9470.0,1050.0,80.0,3040.0,1430.0,460.0,1060.0,50.0,40.0,300.0,30.0
Recommend ways to control or reduce risk.,recommend ways to control or reduce risk,Advise others on business or operational matters.,Advise others on business or operational matters.,Providing Consultation and Advice to Others,Financial Analysts,financial analysts,13-2051.00,Financial Risk Specialists,13-2054,13-2054.00,Financial Analysts and Advisors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0226142528590069,4.5219427756847566,False,0.2597452338877339,3.786216216216217,84.55324324324324,0.0793062150898892,0.7820017637507292,E2,E2,110326.8,86329.2,93467.6,98355.2,73310.0,119510.0,112404.0,111834.8,121372.8,102374.0,97303.2,100018.0,92154.4,88370.8,102802.4,90854.8,99291.2,84823.6,78009.6,66715.2,115724.0,109085.2,121107.2,99850.4,104253.6,88170.4,99564.0,100089.6,89979.2,92051.6,121936.0,119327.2,87437.6,132558.0,117808.0,76329.2,96552.4,82500.0,114864.8,94121.6,102588.4,96712.0,88651.2,91929.2,101547.2,84298.0,104933.136,116420.4,115498.8,82196.4,96740.0,151969.2,110326.8,61627.2,90965.136,206952.4,1730.4,117.2,3735.2,745.2,24767.2,4405.200000000001,1419.84,1702.4,1870.8,13432.4,5828.0,334.8,466.8,11368.0,1964.0,1235.6,975.6,1440.8000000000002,966.4,781.24,3035.6,7848.0,4150.0,4194.8,465.2,2682.8,237.2,779.92,1174.8,434.4,6417.6,540.0,31413.6,7764.799999999999,190.8,5782.0,915.6,1577.2,7621.2,1093.1999999999998,2019.2,461.2,2637.6,16319.2,2492.4,319.43999999999994,5917.2,4701.6,218.0,2923.6,179.6,88.0,851.6,41.04
"Recommend workplace changes to improve health and safety, using knowledge of potentially harmful factors, such as heavy loads or repetitive motions.",recommend workplace changes to improve health and safety using knowledge of potentially harmful factors such as heavy loads or repetitive motions,Advise others on health and safety issues.,Advise others on workplace health or safety issues.,Providing Consultation and Advice to Others,Human Factors Engineers and Ergonomists,human factors engineers and ergonomists,17-2112.01,Human Factors Engineers and Ergonomists,17-2112,17-2112.01,"Industrial Engineers, Including Health and Safety",Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.300220518744094,False,0.8038584615384615,4.37,95.0,0.5906244237699915,0.898461545114466,E1,E2,102440.0,99880.0,156510.0,108280.0,98410.0,124600.0,109750.0,104160.0,120190.0,103300.0,101610.0,100100.0,123800.0,100840.0,100540.0,97480.0,97690.0,99830.0,96820.0,122920.0,101030.0,119930.0,109420.0,101680.0,102660.0,95830.0,99290.0,104430.0,98170.0,102090.0,101310.0,103840.0,128090.0,102640.0,99310.0,96940.0,100060.0,97510.0,128290.0,99560.0,109350.0,101060.0,93200.0,99080.0,104560.0,103940.0,103010.0,102550.0,129050.0,108360.0,96980.0,122070.0,102440.0,81820.0,102440.0,168005.0,14056.0,404.0,13817.0,3142.0,60047.0,9555.0,11061.0,1507.0,294.0,25816.0,16427.0,92.0,2444.0,34250.0,21461.0,6615.0,6339.0,11153.0,3142.0,1893.0,7166.0,21075.0,56942.0,32302.0,4502.0,9316.0,717.0,2131.0,2885.0,3565.0,12623.0,2095.0,21700.0,21277.0,1102.0,43143.0,3987.0,10675.0,24217.0,1819.0,14626.0,1525.0,13670.0,56924.0,10143.0,808.0,10253.0,11263.0,1562.0,24015.0,441.0,72.0,5053.0,35.0
Reconcile or note and report discrepancies found in records.,reconcile or note and report discrepancies found in records,Reconcile records of sales or other financial transactions.,Reconcile financial data.,Processing Information,"Bookkeeping, Accounting, and Auditing Clerks",bookkeeping accounting and auditing clerks,43-3031.00,"Bookkeeping, Accounting, and Auditing Clerks",43-3031,43-3031.00,"Bookkeeping, Accounting, and Auditing Clerks",Financial Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.808080808080808,False,1.1078200000000002,4.29,81.32,0.4835774758282973,0.6,E2,E2,50670.0,44640.0,56430.0,50590.0,42840.0,59230.0,54000.0,59970.0,51780.0,65180.0,49330.0,49350.0,48730.0,48310.0,49560.0,47820.0,48180.0,47290.0,46550.0,44890.0,50510.0,53540.0,59830.0,48980.0,54600.0,42840.0,47990.0,47270.0,47110.0,50380.0,52450.0,58300.0,48080.0,58160.0,47930.0,49710.0,48810.0,46180.0,54060.0,48440.0,53280.0,47940.0,46340.0,48180.0,48910.0,49440.0,54720.0,51620.0,58620.0,42890.0,50340.0,47910.0,33280.0,28700.0,46490.0,1373680.0,19890.0,4580.0,22690.0,12510.0,151870.0,26140.0,14929.999999999998,4600.0,1790.0,88670.0,38700.0,5220.0,9540.0,51470.0,29910.0,14020.0,15380.000000000002,23480.0,18980.0,7390.0,18170.0,29110.0,37550.0,26850.0,12160.0,21400.0,6980.0,10050.0,15180.0,7180.0,37550.0,7779.999999999999,84280.0,48760.0,4290.0,45140.0,16490.0,21710.0,48920.0,4570.0,19980.0,10200.0,37680.0,122400.0,12650.0,2950.0,31990.0,32930.0,7620.000000000001,25960.0,3480.0,880.0,6650.0,280.0
Reconcile records of bank transactions.,reconcile records of bank transactions,Reconcile records of sales or other financial transactions.,Reconcile financial data.,Processing Information,"Bookkeeping, Accounting, and Auditing Clerks",bookkeeping accounting and auditing clerks,43-3031.00,"Bookkeeping, Accounting, and Auditing Clerks",43-3031,43-3031.00,"Bookkeeping, Accounting, and Auditing Clerks",Financial Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.894805982215036,False,0.7016919230769231,4.38,53.68,0.3260447214076246,0.7999999999999999,E2,E1,50670.0,44640.0,56430.0,50590.0,42840.0,59230.0,54000.0,59970.0,51780.0,65180.0,49330.0,49350.0,48730.0,48310.0,49560.0,47820.0,48180.0,47290.0,46550.0,44890.0,50510.0,53540.0,59830.0,48980.0,54600.0,42840.0,47990.0,47270.0,47110.0,50380.0,52450.0,58300.0,48080.0,58160.0,47930.0,49710.0,48810.0,46180.0,54060.0,48440.0,53280.0,47940.0,46340.0,48180.0,48910.0,49440.0,54720.0,51620.0,58620.0,42890.0,50340.0,47910.0,33280.0,28700.0,46490.0,1373680.0,19890.0,4580.0,22690.0,12510.0,151870.0,26140.0,14929.999999999998,4600.0,1790.0,88670.0,38700.0,5220.0,9540.0,51470.0,29910.0,14020.0,15380.000000000002,23480.0,18980.0,7390.0,18170.0,29110.0,37550.0,26850.0,12160.0,21400.0,6980.0,10050.0,15180.0,7180.0,37550.0,7779.999999999999,84280.0,48760.0,4290.0,45140.0,16490.0,21710.0,48920.0,4570.0,19980.0,10200.0,37680.0,122400.0,12650.0,2950.0,31990.0,32930.0,7620.000000000001,25960.0,3480.0,880.0,6650.0,280.0
"Record and compile operational data by completing and maintaining forms, logs, or reports.",record and compile operational data by completing and maintaining forms logs or reports,Record operational or production data.,Maintain operational records.,Documenting/Recording Information,Power Plant Operators,power plant operators,51-8013.00,Power Plant Operators,51-8013,51-8013.00,"Power Plant Operators, Distributors, and Dispatchers",Plant and System Operators,Production Occupations,2026-05-31,0.0339213792885103,4.933250285477007,False,2.9539353846153844,4.14,86.66,0.1599321684904106,0.1,E2,E1,102040.0,107080.0,88870.0,84970.0,97760.0,105210.0,102780.0,97460.0,103010.0,102040.0,94290.0,107580.0,121700.0,124440.0,104440.0,107000.0,100500.0,79980.0,93400.0,101170.0,81060.0,111260.0,100140.0,105820.0,94390.0,102400.0,101900.0,106040.0,98210.0,131400.0,81070.0,131370.0,105510.0,106990.0,108300.0,122160.0,104160.0,88590.0,109830.0,95800.0,98050.0,79900.0,102040.0,115920.0,102510.0,107120.0,78240.0,73640.0,131620.0,97210.0,66080.0,99200.0,61230.0,70640.0,102040.0,29320.0,790.0,650.0,390.0,220.0,2610.0,250.0,250.0,80.0,131.0,1640.0,590.0,290.0,310.0,1160.0,1190.0,470.0,520.0,690.0,370.0,190.0,330.0,880.0,1220.0,970.0,450.0,550.0,130.0,360.0,250.0,90.0,300.0,130.0,1960.0,420.0,150.0,730.0,520.0,250.0,1010.0,50.0,680.0,86.0,490.0,2100.0,420.0,140.0,590.0,430.0,170.0,420.0,230.0,60.0,210.0,6.0
Record and edit the minutes of meetings and distribute to appropriate officials or staff members.,record and edit the minutes of meetings and distribute to appropriate officials or staff members,Record information from meetings or other formal proceedings.,Maintain operational records.,Documenting/Recording Information,"Court, Municipal, and License Clerks",court municipal and license clerks,43-4031.00,"Court, Municipal, and License Clerks",43-4031,43-4031.00,"Court, Municipal, and License Clerks",Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.888888888888889,False,0.2498292307692308,4.61,83.58,0.0686762817386881,0.5,E0,E1,48700.0,38360.0,54270.0,48700.0,36960.0,63320.0,50410.0,60480.0,44600.0,66130.0,47100.0,42960.0,51890.0,48450.0,46920.0,46350.0,48280.0,44740.0,43680.0,46570.0,48580.0,58380.0,61730.0,48690.0,56520.0,37210.0,41020.0,45680.0,48420.0,56680.0,46590.0,53700.0,46960.0,53500.0,49110.0,53850.0,48030.0,39120.0,61300.0,44830.0,61670.0,43460.0,43850.0,44720.0,46580.0,51130.0,53000.0,45650.0,64680.0,37810.0,51920.0,46540.0,48700.0,48700.0,48700.0,179750.0,2050.0,650.0,3560.0,2090.0,12460.0,7920.0,1300.0,980.0,50.0,11180.0,5750.0,510.0,1500.0,8370.0,3460.0,2390.0,1290.0,2370.0,2900.0,1150.0,2360.0,4360.0,5620.0,5360.0,2950.0,4760.0,1340.0,1210.0,1250.0,550.0,5710.0,1040.0,11850.0,5240.0,600.0,9550.0,2730.0,1820.0,3320.0,660.0,2020.0,920.0,3050.0,15730.0,1280.0,890.0,4610.0,3450.0,1590.0,1240.0,770.0,76.0,1078.0,37.0
Record and edit the minutes of meetings and distribute to appropriate officials or staff members.,record and edit the minutes of meetings and distribute to appropriate officials or staff members,Distribute materials to employees or customers.,"Distribute materials, supplies, or resources.",Monitoring and Controlling Resources,"Court, Municipal, and License Clerks",court municipal and license clerks,43-4031.00,"Court, Municipal, and License Clerks",43-4031,43-4031.00,"Court, Municipal, and License Clerks",Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.888888888888889,False,0.2498292307692308,4.61,83.58,0.0686762817386881,0.5,E0,E1,48700.0,38360.0,54270.0,48700.0,36960.0,63320.0,50410.0,60480.0,44600.0,66130.0,47100.0,42960.0,51890.0,48450.0,46920.0,46350.0,48280.0,44740.0,43680.0,46570.0,48580.0,58380.0,61730.0,48690.0,56520.0,37210.0,41020.0,45680.0,48420.0,56680.0,46590.0,53700.0,46960.0,53500.0,49110.0,53850.0,48030.0,39120.0,61300.0,44830.0,61670.0,43460.0,43850.0,44720.0,46580.0,51130.0,53000.0,45650.0,64680.0,37810.0,51920.0,46540.0,48700.0,48700.0,48700.0,179750.0,2050.0,650.0,3560.0,2090.0,12460.0,7920.0,1300.0,980.0,50.0,11180.0,5750.0,510.0,1500.0,8370.0,3460.0,2390.0,1290.0,2370.0,2900.0,1150.0,2360.0,4360.0,5620.0,5360.0,2950.0,4760.0,1340.0,1210.0,1250.0,550.0,5710.0,1040.0,11850.0,5240.0,600.0,9550.0,2730.0,1820.0,3320.0,660.0,2020.0,920.0,3050.0,15730.0,1280.0,890.0,4610.0,3450.0,1590.0,1240.0,770.0,76.0,1078.0,37.0
"Record and maintain files or records of customer requests, work or services performed, charges, expenses, inventory, or other dispatch information.",record and maintain files or records of customer requests work or services performed charges expenses inventory or other dispatch information,Maintain operational records.,Maintain operational records.,Documenting/Recording Information,"Dispatchers, Except Police, Fire, and Ambulance",dispatchers except police fire and ambulance,43-5032.00,"Dispatchers, Except Police, Fire, and Ambulance",43-5032,43-5032.00,Dispatchers,"Material Recording, Scheduling, Dispatching, and Distributing Workers",Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.935383980181669,False,3.3731153846153843,4.39,94.13,0.8221294147809309,0.3,E2,E1,50340.0,48790.0,56730.0,47880.0,47130.0,52350.0,54070.0,47960.0,57170.0,72260.0,45880.0,49180.0,52570.0,49660.0,57240.0,50060.0,47000.0,47170.0,49990.0,47050.0,55150.0,51350.0,55690.0,49490.0,59220.0,45660.0,51410.0,47140.0,53880.0,47920.0,52770.0,54590.0,43960.0,55810.0,48230.0,57580.0,50320.0,44950.0,54980.0,49960.0,49320.0,47550.0,43920.0,49660.0,47320.0,51010.0,56360.0,50710.0,59330.0,46620.0,52350.0,48690.0,39630.0,24750.0,33870.0,202810.0,1780.0,570.0,5690.0,1780.0,23970.0,3470.0,2220.0,670.0,300.0,12550.0,6190.0,950.0,1430.0,7901.0,4090.0,1460.0,1670.0,2440.0,2980.0,670.0,3310.0,3510.0,5390.0,2760.0,2000.0,4340.0,810.0,1500.0,2840.0,710.0,6420.0,1350.0,11160.0,5740.0,600.0,5720.0,2180.0,3290.0,6670.0,530.0,2440.0,860.0,4190.0,23920.0,2040.0,260.0,5830.0,4920.0,880.0,3240.0,240.0,130.0,740.0,30.0
"Record and maintain patient information, such as vital signs, eating habits, behavior, progress notes, treatments, or discharge plans.",record and maintain patient information such as vital signs eating habits behavior progress notes treatments or discharge plans,Record vital statistics or other health information.,Maintain health or medical records.,Documenting/Recording Information,Psychiatric Aides,psychiatric aides,31-1013.00,Psychiatric Aides,31-1133,31-1133.00,"Nursing Assistants, Orderlies, and Psychiatric Aides","Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",Healthcare Support Occupations,2026-05-31,0.0030529241359659,4.829217078292171,False,2.6414100000000005,4.33,85.96,0.1881353468741639,0.1,E2,E1,44910.0,27150.0,49300.0,44910.0,36270.0,47500.0,46130.0,44660.0,44910.0,44910.0,37930.0,36790.0,52310.0,44910.0,48670.0,44860.0,39260.0,38390.0,38610.0,30030.0,46720.0,51440.0,45300.0,45800.0,55040.0,30510.0,39840.0,46340.0,44910.0,51400.0,44910.0,45780.0,44910.0,50220.0,38400.0,44910.0,38480.0,44960.0,48300.0,44790.0,51100.0,36320.0,44910.0,44910.0,42560.0,40810.0,47860.0,37280.0,52570.0,37910.0,44910.0,44910.0,44910.0,44910.0,44910.0,35520.0,790.0,190.0,735.0,490.0,3760.0,300.0,520.0,110.0,159.0,2210.0,1090.0,30.0,195.0,120.0,1930.0,400.0,580.0,250.0,280.0,110.0,250.0,950.0,1410.0,620.0,2490.0,110.0,330.0,232.0,220.0,155.0,2060.0,198.0,5120.0,1121.0,97.0,980.0,388.0,1550.0,1620.0,130.0,200.0,104.0,744.0,1760.0,130.0,330.0,932.0,330.0,220.0,667.0,64.0,15.0,213.0,7.0
"Record and maintain patient information, such as vital signs, eating habits, behavior, progress notes, treatments, or discharge plans.",record and maintain patient information such as vital signs eating habits behavior progress notes treatments or discharge plans,Maintain medical records.,Maintain health or medical records.,Documenting/Recording Information,Psychiatric Aides,psychiatric aides,31-1013.00,Psychiatric Aides,31-1133,31-1133.00,"Nursing Assistants, Orderlies, and Psychiatric Aides","Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",Healthcare Support Occupations,2026-05-31,0.0030529241359659,4.829217078292171,False,2.6414100000000005,4.33,85.96,0.1881353468741639,0.1,E2,E1,44910.0,27150.0,49300.0,44910.0,36270.0,47500.0,46130.0,44660.0,44910.0,44910.0,37930.0,36790.0,52310.0,44910.0,48670.0,44860.0,39260.0,38390.0,38610.0,30030.0,46720.0,51440.0,45300.0,45800.0,55040.0,30510.0,39840.0,46340.0,44910.0,51400.0,44910.0,45780.0,44910.0,50220.0,38400.0,44910.0,38480.0,44960.0,48300.0,44790.0,51100.0,36320.0,44910.0,44910.0,42560.0,40810.0,47860.0,37280.0,52570.0,37910.0,44910.0,44910.0,44910.0,44910.0,44910.0,35520.0,790.0,190.0,735.0,490.0,3760.0,300.0,520.0,110.0,159.0,2210.0,1090.0,30.0,195.0,120.0,1930.0,400.0,580.0,250.0,280.0,110.0,250.0,950.0,1410.0,620.0,2490.0,110.0,330.0,232.0,220.0,155.0,2060.0,198.0,5120.0,1121.0,97.0,980.0,388.0,1550.0,1620.0,130.0,200.0,104.0,744.0,1760.0,130.0,330.0,932.0,330.0,220.0,667.0,64.0,15.0,213.0,7.0
Record and process results of procedures.,record and process results of procedures,Record patient medical histories.,Maintain health or medical records.,Documenting/Recording Information,Nuclear Medicine Technologists,nuclear medicine technologists,29-2033.00,Nuclear Medicine Technologists,29-2033,29-2033.00,Diagnostic Related Technologists and Technicians,Health Technologists and Technicians,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.970917903665556,False,5.431812692307692,4.76,97.71,0.4489936009373872,0.1,E2,E2,101370.0,82630.0,101370.0,100130.0,83670.0,162380.0,116990.0,117150.0,100470.0,116630.0,97310.0,100880.0,125650.0,104630.0,104950.0,103230.0,92890.0,64610.0,95470.0,87670.0,99500.0,104150.0,118250.0,95400.0,107380.0,83340.0,98010.0,100490.0,104320.0,109150.0,107890.0,124280.0,98400.0,118650.0,85240.0,102640.0,97570.0,90640.0,122100.0,94570.0,104000.0,90230.0,82010.0,84470.0,101170.0,111770.0,101370.0,101820.0,126200.0,76460.0,98450.0,81900.0,101370.0,52930.0,101370.0,17080.0,320.0,36.0,430.0,190.0,1500.0,200.0,170.0,70.0,30.0,1740.0,540.0,30.0,80.0,620.0,280.0,150.0,380.0,270.0,170.0,70.0,330.0,380.0,640.0,200.0,160.0,360.0,50.0,120.0,120.0,60.0,540.0,70.0,890.0,600.0,50.0,670.0,200.0,180.0,740.0,110.0,280.0,140.0,390.0,1060.0,120.0,33.0,430.0,320.0,150.0,390.0,40.0,7.0,240.0,4.0
Record and process results of procedures.,record and process results of procedures,Process healthcare paperwork.,Perform administrative or clerical activities.,Performing Administrative Activities,Nuclear Medicine Technologists,nuclear medicine technologists,29-2033.00,Nuclear Medicine Technologists,29-2033,29-2033.00,Diagnostic Related Technologists and Technicians,Health Technologists and Technicians,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.970917903665556,False,5.431812692307692,4.76,97.71,0.4489936009373872,0.1,E2,E2,101370.0,82630.0,101370.0,100130.0,83670.0,162380.0,116990.0,117150.0,100470.0,116630.0,97310.0,100880.0,125650.0,104630.0,104950.0,103230.0,92890.0,64610.0,95470.0,87670.0,99500.0,104150.0,118250.0,95400.0,107380.0,83340.0,98010.0,100490.0,104320.0,109150.0,107890.0,124280.0,98400.0,118650.0,85240.0,102640.0,97570.0,90640.0,122100.0,94570.0,104000.0,90230.0,82010.0,84470.0,101170.0,111770.0,101370.0,101820.0,126200.0,76460.0,98450.0,81900.0,101370.0,52930.0,101370.0,17080.0,320.0,36.0,430.0,190.0,1500.0,200.0,170.0,70.0,30.0,1740.0,540.0,30.0,80.0,620.0,280.0,150.0,380.0,270.0,170.0,70.0,330.0,380.0,640.0,200.0,160.0,360.0,50.0,120.0,120.0,60.0,540.0,70.0,890.0,600.0,50.0,670.0,200.0,180.0,740.0,110.0,280.0,140.0,390.0,1060.0,120.0,33.0,430.0,320.0,150.0,390.0,40.0,7.0,240.0,4.0
"Record and report job-related activities, findings, transactions, violations, discrepancies, and decisions.",record and report jobrelated activities findings transactions violations discrepancies and decisions,Maintain operational records.,Maintain operational records.,Documenting/Recording Information,Immigration and Customs Inspectors,immigration and customs inspectors,33-3021.05,Customs and Border Protection Officers,33-3051,33-3051.04,Police Officers,Law Enforcement Workers,Protective Service Occupations,2026-05-31,0.0030529241359659,4.940267765190526,False,2.062178461538461,4.21,90.15,0.3142525338936212,0.2,E2,E1,76210.0,51270.0,99130.0,78880.0,47670.0,118880.0,97350.0,82170.0,92970.0,88650.0,74470.0,58120.0,83820.0,66990.0,100520.0,73370.0,74470.0,59230.0,60490.0,48380.0,67050.0,77970.0,78940.0,73730.0,83360.0,46140.0,59460.0,70050.0,74620.0,78140.0,71640.0,92610.0,69180.0,92790.0,59300.0,74500.0,77020.0,59700.0,88140.0,85470.0,77230.0,58070.0,60740.0,59280.0,75900.0,77310.0,68910.0,65870.0,102080.0,56960.0,78090.0,66140.0,62130.0,45510.0,76210.0,531684.0,18571.0,1998.0,19046.0,9055.0,104573.0,15240.0,10308.0,2855.0,7485.0,69192.0,35159.0,3838.0,4456.0,46276.0,20585.0,8136.0,9721.0,12513.0,19665.0,3362.0,15415.0,27023.0,26564.0,14527.0,12798.0,21520.0,3426.0,5535.0,9071.0,3901.0,34541.0,7263.0,84797.0,35476.0,2585.0,37157.0,15320.0,7977.0,42042.0,3077.0,20505.0,3172.0,24787.0,100069.0,8722.0,1618.0,31670.0,14527.0,4599.0,19538.0,2078.0,856.0,18460.0,109.0
"Record and report time, materials, faults, deficiencies, or other unusual occurrences on work orders.",record and report time materials faults deficiencies or other unusual occurrences on work orders,Document operational activities.,Maintain operational records.,Documenting/Recording Information,"Heating, Air Conditioning, and Refrigeration Mechanics and Installers",heating air conditioning and refrigeration mechanics and installers,49-9021.00,"Heating, Air Conditioning, and Refrigeration Mechanics and Installers",49-9021,49-9021.00,"Heating, Air Conditioning, and Refrigeration Mechanics and Installers","Other Installation, Maintenance, and Repair Occupations","Installation, Maintenance, and Repair Occupations",2026-05-31,0.0030529241359659,4.8333,False,1.3959826923076923,3.86,85.72,0.101407489596702,0.1,E1,E1,61010.0,48370.0,77430.0,59400.0,48110.0,72560.0,65200.0,76610.0,62320.0,84390.0,56670.0,56390.0,65450.0,56240.0,77410.0,60430.0,60680.0,60460.0,58620.0,58650.0,63170.0,70020.0,77300.0,60850.0,76350.0,48680.0,59950.0,60850.0,59850.0,60510.0,73850.0,74450.0,50270.0,74430.0,57260.0,74490.0,62510.0,57560.0,62940.0,62400.0,67370.0,56610.0,61390.0,55490.0,57760.0,58730.0,62150.0,59730.0,75660.0,48850.0,61710.0,54700.0,40110.0,31480.0,45030.0,409670.0,8260.0,610.0,10860.0,4960.0,35130.0,8940.0,3800.0,1730.0,400.0,39160.0,12290.0,1300.0,4550.0,9740.0,8530.0,3840.0,3770.0,5100.0,5380.0,2250.0,8560.0,8200.0,12590.0,4200.0,2700.0,7220.0,1230.0,3020.0,4170.0,2560.0,10330.0,1950.0,24430.0,15230.0,970.0,14150.0,5650.0,3980.0,15880.0,1450.0,6920.0,1610.0,9740.0,34730.0,5580.0,970.0,14690.0,7370.0,1690.0,6630.0,690.0,240.0,1140.0,70.0
"Record details of attendance, sales, receipts, reservations, or repair activities.",record details of attendance sales receipts reservations or repair activities,Maintain financial or account records.,Maintain sales or financial records.,Documenting/Recording Information,Amusement and Recreation Attendants,amusement and recreation attendants,39-3091.00,Amusement and Recreation Attendants,39-3091,39-3091.00,Miscellaneous Entertainment Attendants and Related Workers,Entertainment Attendants and Related Workers,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.923827926370386,False,1.964009615384616,3.68,84.17,0.7077193307545612,0.5,E2,E1,32150.0,23210.0,45680.0,33570.0,26850.0,37000.0,35770.0,34860.0,31200.0,37960.0,30670.0,26120.0,39920.0,30530.0,32770.0,27680.0,27430.0,26410.0,27210.0,22680.0,35330.0,36710.0,34440.0,28580.0,30830.0,23160.0,29790.0,29710.0,30110.0,29940.0,31210.0,34500.0,29160.0,36300.0,26680.0,28070.0,26980.0,22040.0,35400.0,28090.0,31220.0,27040.0,29730.0,28690.0,26570.0,28000.0,35290.0,30910.0,37790.0,25230.0,30180.0,28660.0,21050.0,22210.0,35570.0,397830.0,6740.0,340.0,6930.0,2250.0,56920.0,10820.0,2440.0,1360.0,200.0,45540.0,8770.0,3950.0,2010.0,11660.0,6740.0,5050.0,4240.0,3190.0,2850.0,1230.0,9200.0,5460.0,11720.0,7880.0,2400.0,8080.0,1890.0,2620.0,7680.0,1220.0,14060.0,1700.0,14620.0,14120.0,1430.0,11780.0,2430.0,3150.0,17470.0,760.0,8740.0,1850.0,4820.0,28360.0,6960.0,800.0,9390.0,7000.0,800.0,5450.0,760.0,200.0,980.0,70.0
"Record details of attendance, sales, receipts, reservations, or repair activities.",record details of attendance sales receipts reservations or repair activities,Prepare operational reports or records.,Prepare reports of operational or procedural activities.,Documenting/Recording Information,Amusement and Recreation Attendants,amusement and recreation attendants,39-3091.00,Amusement and Recreation Attendants,39-3091,39-3091.00,Miscellaneous Entertainment Attendants and Related Workers,Entertainment Attendants and Related Workers,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.923827926370386,False,1.964009615384616,3.68,84.17,0.7077193307545612,0.5,E2,E1,32150.0,23210.0,45680.0,33570.0,26850.0,37000.0,35770.0,34860.0,31200.0,37960.0,30670.0,26120.0,39920.0,30530.0,32770.0,27680.0,27430.0,26410.0,27210.0,22680.0,35330.0,36710.0,34440.0,28580.0,30830.0,23160.0,29790.0,29710.0,30110.0,29940.0,31210.0,34500.0,29160.0,36300.0,26680.0,28070.0,26980.0,22040.0,35400.0,28090.0,31220.0,27040.0,29730.0,28690.0,26570.0,28000.0,35290.0,30910.0,37790.0,25230.0,30180.0,28660.0,21050.0,22210.0,35570.0,397830.0,6740.0,340.0,6930.0,2250.0,56920.0,10820.0,2440.0,1360.0,200.0,45540.0,8770.0,3950.0,2010.0,11660.0,6740.0,5050.0,4240.0,3190.0,2850.0,1230.0,9200.0,5460.0,11720.0,7880.0,2400.0,8080.0,1890.0,2620.0,7680.0,1220.0,14060.0,1700.0,14620.0,14120.0,1430.0,11780.0,2430.0,3150.0,17470.0,760.0,8740.0,1850.0,4820.0,28360.0,6960.0,800.0,9390.0,7000.0,800.0,5450.0,760.0,200.0,980.0,70.0
"Record details of calls, dispatches, and messages.",record details of calls dispatches and messages,Maintain call records.,Maintain operational records.,Documenting/Recording Information,"Police, Fire, and Ambulance Dispatchers",police fire and ambulance dispatchers,43-5031.00,Public Safety Telecommunicators,43-5031,43-5031.00,Dispatchers,"Material Recording, Scheduling, Dispatching, and Distributing Workers",Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.947345705653864,False,6.4208,4.7,98.5,0.5468623780908287,0.1,E1,E1,53040.0,38960.0,66660.0,56600.0,38240.0,80120.0,63520.0,62410.0,53140.0,59080.0,50170.0,42790.0,57020.0,51780.0,61260.0,49050.0,56770.0,45110.0,45670.0,38550.0,57250.0,58910.0,61720.0,53310.0,66550.0,34510.0,46990.0,47640.0,50270.0,60040.0,58240.0,59240.0,49060.0,61450.0,46550.0,59940.0,58100.0,39890.0,71980.0,49890.0,58310.0,43540.0,47900.0,46390.0,50040.0,54120.0,59470.0,50490.0,78850.0,40490.0,60000.0,50600.0,53040.0,26620.0,53040.0,102500.0,2230.0,390.0,1790.0,1460.0,8520.0,1800.0,1820.0,260.0,60.0,6090.0,3480.0,170.0,580.0,4350.0,2150.0,980.0,1370.0,1350.0,1470.0,730.0,1610.0,2790.0,2100.0,1460.0,1430.0,2750.0,560.0,750.0,1010.0,560.0,4010.0,640.0,5470.0,3730.0,270.0,4550.0,1930.0,1110.0,3620.0,370.0,1490.0,420.0,1840.0,7730.0,880.0,280.0,3050.0,1980.0,880.0,1820.0,350.0,44.0,120.0,21.0
"Record guest comments or complaints, referring customers to managers as necessary.",record guest comments or complaints referring customers to managers as necessary,Maintain financial or account records.,Maintain sales or financial records.,Documenting/Recording Information,"Hotel, Motel, and Resort Desk Clerks",hotel motel and resort desk clerks,43-4081.00,"Hotel, Motel, and Resort Desk Clerks",43-4081,43-4081.00,"Hotel, Motel, and Resort Desk Clerks",Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.882320071524363,False,2.816997307692308,4.58,100.0,0.23445262013883,0.1,E1,E1,35070.0,28050.0,37500.0,35880.0,28300.0,39360.0,36750.0,37000.0,35730.0,47060.0,35030.0,29130.0,59110.0,33870.0,35410.0,33280.0,30590.0,29750.0,29970.0,27420.0,37380.0,35860.0,39400.0,33870.0,36320.0,27300.0,34560.0,35330.0,31490.0,38900.0,37300.0,38110.0,29300.0,38590.0,29900.0,34530.0,30630.0,27630.0,37020.0,31330.0,37840.0,30020.0,30550.0,30160.0,29630.0,36250.0,44940.0,33270.0,40460.0,26830.0,35360.0,35050.0,35070.0,23330.0,34020.0,261420.0,3910.0,820.0,5540.0,2420.0,27810.0,5520.0,1490.0,740.0,1170.0,23580.0,9490.0,2810.0,2130.0,6390.0,4640.0,2790.0,1900.0,3890.0,4110.0,1510.0,4020.0,4530.0,6300.0,4430.0,3050.0,4400.0,2660.0,1650.0,5040.0,850.0,5000.0,2940.0,10130.0,7530.0,1390.0,6320.0,3090.0,4080.0,7880.0,530.0,5910.0,1760.0,6930.0,23690.0,4120.0,580.0,6560.0,5630.0,1730.0,5100.0,950.0,111.0,1230.0,240.0
"Record guest comments or complaints, referring customers to managers as necessary.",record guest comments or complaints referring customers to managers as necessary,Refer customers to appropriate personnel.,Assist others to access additional services or resources.,Assisting and Caring for Others,"Hotel, Motel, and Resort Desk Clerks",hotel motel and resort desk clerks,43-4081.00,"Hotel, Motel, and Resort Desk Clerks",43-4081,43-4081.00,"Hotel, Motel, and Resort Desk Clerks",Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.882320071524363,False,2.816997307692308,4.58,100.0,0.23445262013883,0.1,E1,E1,35070.0,28050.0,37500.0,35880.0,28300.0,39360.0,36750.0,37000.0,35730.0,47060.0,35030.0,29130.0,59110.0,33870.0,35410.0,33280.0,30590.0,29750.0,29970.0,27420.0,37380.0,35860.0,39400.0,33870.0,36320.0,27300.0,34560.0,35330.0,31490.0,38900.0,37300.0,38110.0,29300.0,38590.0,29900.0,34530.0,30630.0,27630.0,37020.0,31330.0,37840.0,30020.0,30550.0,30160.0,29630.0,36250.0,44940.0,33270.0,40460.0,26830.0,35360.0,35050.0,35070.0,23330.0,34020.0,261420.0,3910.0,820.0,5540.0,2420.0,27810.0,5520.0,1490.0,740.0,1170.0,23580.0,9490.0,2810.0,2130.0,6390.0,4640.0,2790.0,1900.0,3890.0,4110.0,1510.0,4020.0,4530.0,6300.0,4430.0,3050.0,4400.0,2660.0,1650.0,5040.0,850.0,5000.0,2940.0,10130.0,7530.0,1390.0,6320.0,3090.0,4080.0,7880.0,530.0,5910.0,1760.0,6930.0,23690.0,4120.0,580.0,6560.0,5630.0,1730.0,5100.0,950.0,111.0,1230.0,240.0
Record height or weight of patients.,record height or weight of patients,Record vital statistics or other health information.,Maintain health or medical records.,Documenting/Recording Information,Nursing Assistants,nursing assistants,31-1014.00,Nursing Assistants,31-1131,31-1131.00,"Nursing Assistants, Orderlies, and Psychiatric Aides","Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",Healthcare Support Occupations,2026-05-31,0.0030529241359659,4.714300000000001,True,0.9846788461538464,4.07,85.5,0.0683546025429227,0.1,E2,E2,42260.0,34140.0,46370.0,44780.0,34430.0,47630.0,47380.0,44790.0,42030.0,47700.0,37510.0,37680.0,45350.0,38650.0,45960.0,38330.0,39350.0,38010.0,38370.0,30510.0,47070.0,43240.0,46680.0,39570.0,46680.0,31520.0,37680.0,40900.0,40000.0,45490.0,47870.0,46830.0,39390.0,48590.0,38460.0,45820.0,39010.0,35930.0,49830.0,44590.0,46440.0,37220.0,38800.0,37990.0,37500.0,39840.0,47130.0,43200.0,49180.0,36720.0,45130.0,39160.0,42260.0,22850.0,37240.0,1448910.0,25250.0,2060.0,20320.0,17260.0,110060.0,22240.0,21380.0,5530.0,3490.0,96960.0,43440.0,5050.0,7910.0,68640.0,33640.0,22670.0,24610.0,23410.0,20690.0,8540.0,27720.0,38130.0,43290.0,29120.0,14200.0,34050.0,4390.0,16450.0,8100.0,7810.0,32400.0,4750.0,87990.0,64010.0,6840.0,63280.0,19410.0,14800.0,67740.0,10220.0,21760.0,6860.0,27040.0,88680.0,12260.0,3030.0,40580.0,30270.0,9390.0,28370.0,2830.0,616.0,430.0,110.0
"Record information, such as cash receipts and ticket fares, and maintain log book.",record information such as cash receipts and ticket fares and maintain log book,Record operational or production data.,Maintain operational records.,Documenting/Recording Information,"Bus Drivers, Transit and Intercity",bus drivers transit and intercity,53-3021.00,"Bus Drivers, Transit and Intercity",53-3052,53-3052.00,Passenger Vehicle Drivers,Motor Vehicle Operators,Transportation and Material Moving Occupations,2026-05-31,0.0030529241359659,4.8939,True,2.825038076923077,4.09,71.33,0.190980768803713,0.1,E2,E1,59050.0,37700.0,64150.0,53870.0,37520.0,67130.0,63010.0,60100.0,60510.0,55580.0,48300.0,45500.0,68500.0,49000.0,65200.0,58410.0,45890.0,41340.0,54550.0,48860.0,57870.0,65220.0,65460.0,47660.0,50200.0,38570.0,60660.0,45640.0,45120.0,61700.0,54830.0,61140.0,45610.0,84480.0,44060.0,48890.0,62760.0,50300.0,65510.0,51360.0,48610.0,43330.0,41590.0,47770.0,48740.0,50730.0,53830.0,52940.0,72280.0,39260.0,52660.0,45630.0,59050.0,32230.0,59050.0,159240.0,960.0,250.0,3240.0,570.0,24380.0,3540.0,1830.0,380.0,150.0,9130.0,3700.0,2190.0,520.0,8650.0,2130.0,1560.0,430.0,2570.0,1490.0,470.0,4890.0,3970.0,3620.0,2610.0,400.0,1860.0,450.0,460.0,2540.0,300.0,6420.0,580.0,16770.0,2900.0,250.0,4000.0,1760.0,2620.0,4710.0,70.0,630.0,410.0,1970.0,11600.0,1230.0,440.0,3800.0,6960.0,520.0,2220.0,130.0,68.0,510.0,33.0
"Record information, such as cash receipts and ticket fares, and maintain log book.",record information such as cash receipts and ticket fares and maintain log book,Record sales or transactions data.,Maintain sales or financial records.,Documenting/Recording Information,"Bus Drivers, Transit and Intercity",bus drivers transit and intercity,53-3021.00,"Bus Drivers, Transit and Intercity",53-3052,53-3052.00,Passenger Vehicle Drivers,Motor Vehicle Operators,Transportation and Material Moving Occupations,2026-05-31,0.0030529241359659,4.8939,True,2.825038076923077,4.09,71.33,0.190980768803713,0.1,E2,E1,59050.0,37700.0,64150.0,53870.0,37520.0,67130.0,63010.0,60100.0,60510.0,55580.0,48300.0,45500.0,68500.0,49000.0,65200.0,58410.0,45890.0,41340.0,54550.0,48860.0,57870.0,65220.0,65460.0,47660.0,50200.0,38570.0,60660.0,45640.0,45120.0,61700.0,54830.0,61140.0,45610.0,84480.0,44060.0,48890.0,62760.0,50300.0,65510.0,51360.0,48610.0,43330.0,41590.0,47770.0,48740.0,50730.0,53830.0,52940.0,72280.0,39260.0,52660.0,45630.0,59050.0,32230.0,59050.0,159240.0,960.0,250.0,3240.0,570.0,24380.0,3540.0,1830.0,380.0,150.0,9130.0,3700.0,2190.0,520.0,8650.0,2130.0,1560.0,430.0,2570.0,1490.0,470.0,4890.0,3970.0,3620.0,2610.0,400.0,1860.0,450.0,460.0,2540.0,300.0,6420.0,580.0,16770.0,2900.0,250.0,4000.0,1760.0,2620.0,4710.0,70.0,630.0,410.0,1970.0,11600.0,1230.0,440.0,3800.0,6960.0,520.0,2220.0,130.0,68.0,510.0,33.0
"Record information, such as personnel, production, or operational data on specified forms or reports.",record information such as personnel production or operational data on specified forms or reports,Record operational or environmental data.,Maintain operational records.,Documenting/Recording Information,First-Line Supervisors of Construction Trades and Extraction Workers,firstline supervisors of construction trades and extraction workers,47-1011.00,First-Line Supervisors of Construction Trades and Extraction Workers,47-1011,47-1011.00,First-Line Supervisors of Construction Trades and Extraction Workers,Supervisors of Construction and Extraction Workers,Construction and Extraction Occupations,2026-05-31,0.0113071264295034,4.930077338701135,False,0.6932919230769231,3.64,93.53,0.0576806634825229,0.1,E2,E1,79920.0,64120.0,102140.0,78550.0,61230.0,97680.0,81230.0,92260.0,81100.0,86520.0,75790.0,78430.0,102630.0,75550.0,105750.0,82530.0,78510.0,76780.0,73490.0,75360.0,77290.0,78760.0,97850.0,78180.0,97610.0,66910.0,87520.0,76910.0,75570.0,81990.0,81220.0,105510.0,75130.0,95700.0,75270.0,81370.0,79580.0,73040.0,103070.0,81540.0,98590.0,75350.0,77690.0,74470.0,74520.0,77280.0,82490.0,78640.0,109570.0,80060.0,85350.0,78250.0,51370.0,37860.0,74210.0,486887.0,16281.0,3225.0,25837.0,7901.0,86022.0,25633.0,8368.0,3105.0,1702.0,83720.0,32095.0,3465.0,8069.0,23187.0,19722.0,11582.0,10718.0,11534.0,16869.0,3753.0,18463.0,21976.0,19974.0,16281.0,8440.0,15982.0,5215.0,7217.0,11606.0,4304.0,19458.0,8141.0,35488.0,38917.0,5215.0,28342.0,13812.0,9459.0,32203.0,2470.0,15766.0,2829.0,21305.0,107915.0,17109.0,1211.0,29937.0,23439.0,6450.0,18164.0,3920.0,731.0,6114.0,240.0
"Record laboratory or field data, including numerical data, test results, photographs, or summaries of visual observations.",record laboratory or field data including numerical data test results photographs or summaries of visual observations,Document design or operational test results.,"Document technical designs, procedures, or activities.",Documenting/Recording Information,Environmental Engineering Technicians,environmental engineering technicians,17-3025.00,Environmental Engineering Technologists and Technicians,17-3025,17-3025.00,"Engineering Technologists and Technicians, Except Drafters","Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.875,False,0.9591469230769232,3.99,93.28,0.2778029137671928,0.4,E2,E2,59920.0,60170.0,77860.0,65420.0,45290.0,60010.0,60740.0,59920.0,59920.0,59920.0,51970.0,60500.0,51810.0,62240.0,51540.0,53110.0,58690.0,59420.0,61470.0,60840.0,64660.0,67510.0,66860.0,50800.0,60110.0,36680.0,59920.0,58870.0,54690.0,75330.0,39880.0,60740.0,61170.0,62540.0,53660.0,59920.0,51830.0,61900.0,80770.0,59920.0,59920.0,63200.0,53960.0,80100.0,57150.0,60410.0,59920.0,52330.0,100050.0,47650.0,49190.0,59920.0,58770.0,44120.0,59920.0,12190.0,230.0,40.0,190.0,200.0,2060.0,224.0,80.0,80.0,55.0,420.0,670.0,50.0,80.0,80.0,130.0,80.0,112.0,200.0,100.0,50.0,250.0,320.0,220.0,50.0,100.0,180.0,80.0,40.0,70.0,53.0,400.0,130.0,470.0,120.0,33.0,630.0,370.0,140.0,250.0,39.0,220.0,40.0,450.0,1240.0,120.0,24.0,320.0,270.0,40.0,310.0,60.0,5.0,160.0,2.0
Record operational data on specified forms.,record operational data on specified forms,Record operational or production data.,Maintain operational records.,Documenting/Recording Information,"Coating, Painting, and Spraying Machine Setters, Operators, and Tenders",coating painting and spraying machine setters operators and tenders,51-9121.00,"Coating, Painting, and Spraying Machine Setters, Operators, and Tenders",51-9124,51-9124.00,Painting Workers,Other Production Occupations,Production Occupations,2026-05-31,0.0030529241359659,4.893573264781491,False,2.973609230769231,4.03,50.18,0.1394944590781254,0.1,E2,E1,48250.0,44250.0,69910.0,47860.0,46380.0,52950.0,53590.0,52900.0,46120.0,48250.0,47860.0,46450.0,51990.0,45810.0,48000.0,47320.0,49330.0,47120.0,47170.0,47950.0,56200.0,55510.0,51150.0,44670.0,52210.0,53170.0,47580.0,47380.0,49340.0,45750.0,48410.0,58240.0,45730.0,48000.0,46730.0,51020.0,48550.0,45780.0,49400.0,48340.0,49850.0,48220.0,47980.0,47210.0,46750.0,47880.0,49360.0,49880.0,59980.0,42950.0,49170.0,50220.0,48250.0,29850.0,48250.0,158740.0,5250.0,140.0,2440.0,1870.0,11570.0,1470.0,1550.0,100.0,712.0,6200.0,5900.0,230.0,760.0,6390.0,8030.0,3220.0,3160.0,2190.0,810.0,680.0,1010.0,2740.0,7050.0,3430.0,2010.0,3860.0,330.0,740.0,640.0,430.0,2890.0,400.0,3270.0,5700.0,560.0,8320.0,2520.0,2470.0,6790.0,470.0,2780.0,1150.0,3880.0,16600.0,1740.0,170.0,4130.0,3980.0,370.0,6120.0,220.0,68.0,150.0,33.0
Record operational or production data on specified forms.,record operational or production data on specified forms,Record operational or production data.,Maintain operational records.,Documenting/Recording Information,"Mixing and Blending Machine Setters, Operators, and Tenders",mixing and blending machine setters operators and tenders,51-9023.00,"Mixing and Blending Machine Setters, Operators, and Tenders",51-9023,51-9023.00,"Crushing, Grinding, Polishing, Mixing, and Blending Workers",Other Production Occupations,Production Occupations,2026-05-31,0.0226142528590069,4.83695313311857,False,3.773235,4.41,89.08,0.294068883255768,0.1,E2,E1,48990.0,46050.0,49740.0,48280.0,44650.0,50640.0,48520.0,53830.0,51460.0,48990.0,46000.0,47000.0,48990.0,44690.0,53560.0,47650.0,51570.0,50750.0,48490.0,47330.0,55540.0,53480.0,60790.0,44310.0,59270.0,46410.0,50340.0,38410.0,49050.0,48460.0,51920.0,57810.0,36980.0,53170.0,47020.0,48000.0,47720.0,47000.0,50420.0,50550.0,47610.0,47740.0,49000.0,47840.0,45320.0,47180.0,45420.0,49970.0,53800.0,51020.0,52200.0,58320.0,48990.0,31410.0,48990.0,94920.0,2220.0,60.0,1400.0,1100.0,5730.0,640.0,260.0,130.0,426.0,3550.0,3420.0,381.0,510.0,10240.0,4840.0,2310.0,1380.0,1660.0,570.0,220.0,770.0,420.0,3040.0,1760.0,1070.0,2800.0,280.0,940.0,650.0,310.0,2050.0,340.0,4340.0,3400.0,260.0,5230.0,960.0,1090.0,4380.0,190.0,2560.0,510.0,1610.0,6350.0,1290.0,280.0,1530.0,2270.0,350.0,3380.0,210.0,40.0,660.0,19.0
"Record or compile test results or prepare graphs, charts, or reports.",record or compile test results or prepare graphs charts or reports,Record research or operational data.,Maintain operational records.,Documenting/Recording Information,Agricultural and Food Science Technicians,agricultural and food science technicians,19-4011.00,Food Science Technicians,19-4013,19-4013.00,Agricultural and Food Science Technicians,"Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.875,False,1.994732307692308,4.26,88.26,0.5544780876639567,0.4,E2,E1,50463.333333333336,47288.8888888889,50463.333333333336,58814.444444444445,46770.0,58280.0,50860.0,50208.8888888889,51827.77777777778,50463.333333333336,47966.66666666666,50356.66666666666,48794.444444444445,48906.66666666666,51213.333333333336,45656.66666666666,59626.66666666666,44776.66666666666,61496.66666666666,48412.22222222223,48427.77777777778,52413.333333333336,52592.22222222223,45896.66666666666,57520.0,49686.66666666666,55896.66666666666,50463.333333333336,47790.0,48750.0,45167.77777777778,55156.66666666666,49142.22222222223,49043.333333333336,50526.66666666666,48127.77777777778,52662.22222222223,40973.333333333336,48063.333333333336,48553.333333333336,50463.333333333336,40686.66666666666,43866.66666666666,46907.77777777778,49433.333333333336,46076.66666666666,53968.8888888889,49260.0,52836.66666666666,50463.333333333336,49543.333333333336,58901.11111111112,50463.333333333336,45658.8888888889,50463.333333333336,14953.333333333332,144.66666666666666,31.0,309.0,220.0,2943.333333333333,156.66666666666669,162.0,46.0,67.0,243.3333333333333,766.6666666666667,120.0,620.0,563.3333333333334,450.0,239.3333333333333,320.0,193.3333333333333,133.33333333333331,53.66666666666667,226.66666666666669,318.0,383.3333333333333,480.0,143.33333333333334,330.0,49.0,443.33333333333337,63.333333333333336,41.66666666666667,469.33333333333337,95.33333333333334,446.6666666666667,410.0,80.33333333333334,170.0,125.33333333333334,593.3333333333333,270.0,48.0,80.0,266.6666666666667,144.33333333333331,380.0,53.333333333333336,36.0,163.33333333333331,533.3333333333333,67.0,593.3333333333333,29.0,6.0,76.66666666666667,3.0
Record or oversee recording of information to ensure currency of engineering drawings and documentation of production problems.,record or oversee recording of information to ensure currency of engineering drawings and documentation of production problems,Document technical design details.,"Document technical designs, procedures, or activities.",Documenting/Recording Information,Industrial Engineers,industrial engineers,17-2112.00,Industrial Engineers,17-2112,17-2112.00,"Industrial Engineers, Including Health and Safety",Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.571400000000001,False,0.8122546153846153,3.66,85.75,0.1096919037199125,0.2,E2,E2,102440.0,99880.0,156510.0,108280.0,98410.0,124600.0,109750.0,104160.0,120190.0,103300.0,101610.0,100100.0,123800.0,100840.0,100540.0,97480.0,97690.0,99830.0,96820.0,122920.0,101030.0,119930.0,109420.0,101680.0,102660.0,95830.0,99290.0,104430.0,98170.0,102090.0,101310.0,103840.0,128090.0,102640.0,99310.0,96940.0,100060.0,97510.0,128290.0,99560.0,109350.0,101060.0,93200.0,99080.0,104560.0,103940.0,103010.0,102550.0,129050.0,108360.0,96980.0,122070.0,102440.0,81820.0,102440.0,61874.0,5177.0,149.0,5089.0,1157.0,22115.0,3519.0,4074.0,555.0,108.0,9508.0,6050.0,34.0,900.0,12614.0,7904.0,2436.0,2335.0,4108.0,1157.0,697.0,2639.0,7762.0,20971.0,11896.0,1658.0,3431.0,264.0,785.0,1062.0,1313.0,4649.0,771.0,7992.0,7836.0,406.0,15889.0,1468.0,3932.0,8919.0,670.0,5387.0,562.0,5035.0,20964.0,3735.0,298.0,3776.0,4148.0,575.0,8844.0,162.0,26.0,1861.0,13.0
"Record patients' medical history, vital statistics, or information such as test results in medical records.",record patients medical history vital statistics or information such as test results in medical records,Record vital statistics or other health information.,Maintain health or medical records.,Documenting/Recording Information,Medical Assistants,medical assistants,31-9092.00,Medical Assistants,31-9092,31-9092.00,Miscellaneous Healthcare Support Occupations,Other Healthcare Support Occupations,Healthcare Support Occupations,2026-05-31,0.0030529241359659,4.931002379228303,False,5.394649230769231,4.73,98.58,0.4645486262742944,0.1,E2,E1,45690.0,36100.0,52560.0,45940.0,37760.0,49660.0,48400.0,47430.0,44490.0,51050.0,43680.0,41600.0,48410.0,44700.0,46090.0,45110.0,45480.0,39510.0,39270.0,36320.0,47580.0,46410.0,49460.0,39870.0,50480.0,35360.0,40440.0,46820.0,47370.0,45200.0,48020.0,47210.0,39230.0,48000.0,45140.0,45980.0,42810.0,38750.0,50410.0,43920.0,47190.0,41160.0,41870.0,39570.0,39520.0,45360.0,47250.0,44740.0,59290.0,37180.0,48680.0,40920.0,33570.0,46120.0,38130.0,817870.0,13300.0,2140.0,21460.0,5150.0,117060.0,13160.0,10250.0,2880.0,2260.0,66110.0,28780.0,3890.0,5250.0,20260.0,19630.0,5990.0,5510.0,13440.0,12310.0,4480.0,16390.0,14880.0,27810.0,10580.0,3340.0,13050.0,2460.0,2380.0,7760.0,3000.0,20330.0,5400.0,40710.0,23650.0,600.0,28950.0,10510.0,11840.0,23050.0,3210.0,12110.0,1340.0,19180.0,75340.0,9990.0,1140.0,16650.0,19500.0,4540.0,13810.0,1040.0,270.0,660.0,120.0
"Record, process, and maintain patient data or treatment records and prepare reports.",record process and maintain patient data or treatment records and prepare reports,Prepare reports summarizing patient diagnostic or care activities.,Prepare health or medical documents.,Documenting/Recording Information,Radiologic Technologists,radiologic technologists,29-2034.00,Radiologic Technologists and Technicians,29-2034,29-2034.00,Diagnostic Related Technologists and Technicians,Health Technologists and Technicians,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.91939193919392,False,5.278883076923077,4.58,94.46,0.2278452708289592,0.1789473684210526,E1,E2,80110.0,60700.0,98920.0,89200.0,63640.0,121260.0,87760.0,91970.0,84210.0,102770.0,76750.0,74550.0,101700.0,80080.0,79930.0,77640.0,65930.0,76070.0,69670.0,63680.0,80080.0,85890.0,103620.0,76420.0,83400.0,59300.0,73080.0,77070.0,72860.0,82910.0,84910.0,95000.0,79940.0,98470.0,74450.0,67790.0,78320.0,74160.0,102290.0,76050.0,85330.0,69600.0,65240.0,64630.0,78630.0,81000.0,94540.0,80670.0,102090.0,74150.0,79140.0,77860.0,80110.0,35280.0,42680.0,230490.0,3500.0,370.0,4670.0,2210.0,20900.0,3960.0,3230.0,650.0,660.0,16470.0,7540.0,690.0,1490.0,7650.0,5470.0,2550.0,2270.0,3630.0,3370.0,1050.0,3370.0,5500.0,7220.0,4910.0,2510.0,5170.0,850.0,1670.0,1840.0,1240.0,6320.0,1150.0,13450.0,9250.0,740.0,9570.0,3640.0,2700.0,8090.0,660.0,3630.0,980.0,4660.0,20250.0,1780.0,470.0,5140.0,4130.0,1810.0,5010.0,430.0,50.0,1300.0,40.0
"Record, process, and maintain patient data or treatment records and prepare reports.",record process and maintain patient data or treatment records and prepare reports,Record patient medical histories.,Maintain health or medical records.,Documenting/Recording Information,Radiologic Technologists,radiologic technologists,29-2034.00,Radiologic Technologists and Technicians,29-2034,29-2034.00,Diagnostic Related Technologists and Technicians,Health Technologists and Technicians,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.91939193919392,False,5.278883076923077,4.58,94.46,0.2278452708289592,0.1789473684210526,E1,E2,80110.0,60700.0,98920.0,89200.0,63640.0,121260.0,87760.0,91970.0,84210.0,102770.0,76750.0,74550.0,101700.0,80080.0,79930.0,77640.0,65930.0,76070.0,69670.0,63680.0,80080.0,85890.0,103620.0,76420.0,83400.0,59300.0,73080.0,77070.0,72860.0,82910.0,84910.0,95000.0,79940.0,98470.0,74450.0,67790.0,78320.0,74160.0,102290.0,76050.0,85330.0,69600.0,65240.0,64630.0,78630.0,81000.0,94540.0,80670.0,102090.0,74150.0,79140.0,77860.0,80110.0,35280.0,42680.0,230490.0,3500.0,370.0,4670.0,2210.0,20900.0,3960.0,3230.0,650.0,660.0,16470.0,7540.0,690.0,1490.0,7650.0,5470.0,2550.0,2270.0,3630.0,3370.0,1050.0,3370.0,5500.0,7220.0,4910.0,2510.0,5170.0,850.0,1670.0,1840.0,1240.0,6320.0,1150.0,13450.0,9250.0,740.0,9570.0,3640.0,2700.0,8090.0,660.0,3630.0,980.0,4660.0,20250.0,1780.0,470.0,5140.0,4130.0,1810.0,5010.0,430.0,50.0,1300.0,40.0
"Record product, packaging, and order information on specified forms and records.",record product packaging and order information on specified forms and records,Record details of deliveries or shipments.,Maintain operational records.,Documenting/Recording Information,"Packers and Packagers, Hand",packers and packagers hand,53-7064.00,"Packers and Packagers, Hand",53-7064,53-7064.00,Laborers and Material Movers,Material Moving Workers,Transportation and Material Moving Occupations,2026-05-31,0.0030529241359659,4.98,False,2.7710907692307694,4.24,80.49,0.4001715089611347,0.2,E2,E1,36280.0,31770.0,41670.0,37060.0,33930.0,37260.0,40730.0,35890.0,37290.0,40910.0,28280.0,33260.0,35930.0,36920.0,36090.0,37420.0,37470.0,44460.0,36850.0,27710.0,36330.0,35860.0,34200.0,35340.0,40310.0,33240.0,37670.0,34960.0,38880.0,37400.0,30700.0,43840.0,28070.0,37260.0,34360.0,31440.0,37000.0,34520.0,36190.0,36960.0,36730.0,32180.0,28760.0,35980.0,33090.0,36060.0,39440.0,35000.0,39220.0,28740.0,36010.0,32110.0,21030.0,21840.0,22880.0,559820.0,7050.0,560.0,7380.0,3050.0,79730.0,4120.0,4280.0,2030.0,170.0,38860.0,17380.0,2010.0,2020.0,23270.0,9690.0,4090.0,9900.0,5900.0,2280.0,1460.0,4230.0,15330.0,15590.0,5460.0,3490.0,5910.0,1490.0,3010.0,3750.0,3300.0,71260.0,1050.0,14830.0,19600.0,470.0,20700.0,3900.0,6370.0,22990.0,1830.0,7610.0,1040.0,14030.0,46510.0,5740.0,810.0,7790.0,11940.0,1140.0,13130.0,340.0,240.0,3840.0,100.0
Record production and operational data on specified forms.,record production and operational data on specified forms,Record operational or production data.,Maintain operational records.,Documenting/Recording Information,"Coil Winders, Tapers, and Finishers",coil winders tapers and finishers,51-2021.00,"Coil Winders, Tapers, and Finishers",51-2021,51-2021.00,"Electrical, Electronics, and Electromechanical Assemblers",Assemblers and Fabricators,Production Occupations,2026-05-31,0.0030529241359659,4.724332070836319,False,2.0054092307692306,4.24,92.93,0.1529581817532941,0.1,E2,E1,48220.0,55880.0,48220.0,48220.0,50010.0,42330.0,48470.0,42220.0,48220.0,48220.0,49350.0,59180.0,48220.0,49830.0,45020.0,48920.0,59780.0,46470.0,53490.0,61480.0,48220.0,54180.0,44080.0,47350.0,52820.0,35730.0,51490.0,48220.0,48220.0,38140.0,45450.0,48330.0,48220.0,52280.0,51180.0,48220.0,47770.0,40490.0,41600.0,50380.0,48220.0,51670.0,48220.0,46280.0,44060.0,51910.0,48220.0,56230.0,73920.0,47760.0,43270.0,48220.0,48220.0,21840.0,48220.0,12840.0,420.0,27.0,266.0,430.0,440.0,40.0,320.0,40.0,58.0,150.0,420.0,51.0,120.0,760.0,790.0,260.0,70.0,100.0,60.0,53.0,160.0,50.0,110.0,80.0,150.0,420.0,42.0,84.0,30.0,110.0,200.0,71.0,850.0,480.0,35.0,1020.0,120.0,40.0,450.0,41.0,190.0,38.0,1460.0,1150.0,50.0,25.0,460.0,60.0,70.0,570.0,23.0,5.0,80.0,3.0
"Record production data, including volume produced, consumption of raw materials, or quality control measures.",record production data including volume produced consumption of raw materials or quality control measures,Record production information.,Maintain operational records.,Documenting/Recording Information,"Production, Planning, and Expediting Clerks",production planning and expediting clerks,43-5061.00,"Production, Planning, and Expediting Clerks",43-5061,43-5061.00,"Production, Planning, and Expediting Clerks","Material Recording, Scheduling, Dispatching, and Distributing Workers",Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.6,False,0.7930142307692308,3.45,65.89,0.1066018642782727,0.2,E2,E2,59650.0,57240.0,62590.0,58580.0,50350.0,63000.0,63980.0,63240.0,62700.0,72660.0,51940.0,56850.0,63780.0,59950.0,57880.0,58980.0,60320.0,57080.0,55690.0,60120.0,60200.0,58590.0,60280.0,61670.0,61490.0,51080.0,54170.0,50800.0,55710.0,55790.0,61590.0,62710.0,49640.0,60920.0,52640.0,58330.0,57830.0,56300.0,60790.0,59240.0,65310.0,57640.0,50530.0,53020.0,55850.0,61650.0,60560.0,61780.0,77190.0,56290.0,58540.0,69710.0,53070.0,37570.0,59650.0,390160.0,2680.0,380.0,9780.0,2390.0,56080.0,7800.0,4090.0,450.0,430.0,20850.0,16370.0,1040.0,1070.0,11900.0,9100.0,3540.0,4320.0,6480.0,1970.0,1240.0,4670.0,5650.0,7560.0,7330.0,2030.0,6310.0,830.0,1690.0,2190.0,1600.0,9410.0,1040.0,35160.0,13000.0,450.0,17700.0,5820.0,2790.0,8790.0,960.0,7020.0,690.0,12740.0,33080.0,4550.0,430.0,8490.0,8851.0,750.0,9140.0,110.0,190.0,1780.0,80.0
Record production or operational data on specified forms.,record production or operational data on specified forms,Record operational or production data.,Maintain operational records.,Documenting/Recording Information,Chefs and Head Cooks,chefs and head cooks,35-1011.00,Chefs and Head Cooks,35-1011,35-1011.00,Supervisors of Food Preparation and Serving Workers,Supervisors of Food Preparation and Serving Workers,Food Preparation and Serving Related Occupations,2026-05-31,0.0030529241359659,5.0,False,1.6042630769230768,3.55,91.67,0.1201990858846703,0.1,E2,E1,62470.0,62400.0,52190.0,59890.0,46170.0,64500.0,65400.0,64310.0,61440.0,76420.0,58240.0,66230.0,77360.0,52000.0,58830.0,52190.0,47990.0,58390.0,48070.0,45570.0,57010.0,61590.0,69540.0,60070.0,62600.0,54850.0,64480.0,57470.0,60510.0,62380.0,63400.0,74280.0,62250.0,70670.0,61130.0,74740.0,53990.0,58540.0,63600.0,63860.0,79930.0,71860.0,48470.0,69810.0,56080.0,59060.0,65440.0,63270.0,76010.0,61100.0,61300.0,73170.0,62470.0,30800.0,63960.0,200040.0,1000.0,680.0,4080.0,880.0,31670.0,3970.0,3080.0,590.0,2020.0,19670.0,3680.0,1240.0,550.0,8290.0,1940.0,1640.0,860.0,1790.0,1990.0,1250.0,3220.0,6000.0,5360.0,1730.0,840.0,1750.0,720.0,540.0,3940.0,1170.0,9100.0,770.0,17430.0,4920.0,100.0,4000.0,1430.0,2510.0,9170.0,740.0,2650.0,300.0,3820.0,13270.0,1740.0,610.0,3600.0,5320.0,350.0,1860.0,240.0,85.0,770.0,260.0
Record sales or delivery information on daily sales or delivery record.,record sales or delivery information on daily sales or delivery record,Record details of deliveries or shipments.,Maintain operational records.,Documenting/Recording Information,Driver/Sales Workers,driversales workers,53-3031.00,Driver/Sales Workers,53-3031,53-3031.00,Driver/Sales Workers and Truck Drivers,Motor Vehicle Operators,Transportation and Material Moving Occupations,2026-05-31,0.0113071264295034,4.895185862279098,False,4.098326153846154,4.04,84.69,0.3141843128628998,0.1,E2,E1,38770.0,39190.0,48420.0,38440.0,39820.0,45600.0,43420.0,36730.0,31200.0,41600.0,36260.0,40040.0,31270.0,35770.0,38960.0,36250.0,47120.0,43180.0,37030.0,36290.0,39900.0,38500.0,46870.0,39610.0,32980.0,35480.0,40200.0,27580.0,34950.0,31760.0,41520.0,44720.0,29770.0,42730.0,36540.0,38610.0,35720.0,29120.0,41080.0,37330.0,34230.0,22240.0,45050.0,42220.0,35850.0,26590.0,46300.0,37180.0,41570.0,28790.0,27560.0,26940.0,20630.0,22220.0,38770.0,409180.0,4310.0,1270.0,10550.0,3170.0,34480.0,10790.0,3730.0,1267.0,1020.0,24380.0,19150.0,920.0,2090.0,13680.0,12040.0,4400.0,1950.0,6140.0,3200.0,2160.0,11940.0,3830.0,15490.0,9750.0,2550.0,7590.0,2100.0,2590.0,4310.0,1990.0,9720.0,2970.0,18990.0,14530.0,1740.0,20430.0,5110.0,5210.0,15100.0,1260.0,6430.0,1050.0,9620.0,40950.0,3050.0,510.0,10780.0,5890.0,2540.0,10020.0,1140.0,240.0,1610.0,84.0
Record sales or delivery information on daily sales or delivery record.,record sales or delivery information on daily sales or delivery record,Record sales or transactions data.,Maintain sales or financial records.,Documenting/Recording Information,Driver/Sales Workers,driversales workers,53-3031.00,Driver/Sales Workers,53-3031,53-3031.00,Driver/Sales Workers and Truck Drivers,Motor Vehicle Operators,Transportation and Material Moving Occupations,2026-05-31,0.0113071264295034,4.895185862279098,False,4.098326153846154,4.04,84.69,0.3141843128628998,0.1,E2,E1,38770.0,39190.0,48420.0,38440.0,39820.0,45600.0,43420.0,36730.0,31200.0,41600.0,36260.0,40040.0,31270.0,35770.0,38960.0,36250.0,47120.0,43180.0,37030.0,36290.0,39900.0,38500.0,46870.0,39610.0,32980.0,35480.0,40200.0,27580.0,34950.0,31760.0,41520.0,44720.0,29770.0,42730.0,36540.0,38610.0,35720.0,29120.0,41080.0,37330.0,34230.0,22240.0,45050.0,42220.0,35850.0,26590.0,46300.0,37180.0,41570.0,28790.0,27560.0,26940.0,20630.0,22220.0,38770.0,409180.0,4310.0,1270.0,10550.0,3170.0,34480.0,10790.0,3730.0,1267.0,1020.0,24380.0,19150.0,920.0,2090.0,13680.0,12040.0,4400.0,1950.0,6140.0,3200.0,2160.0,11940.0,3830.0,15490.0,9750.0,2550.0,7590.0,2100.0,2590.0,4310.0,1990.0,9720.0,2970.0,18990.0,14530.0,1740.0,20430.0,5110.0,5210.0,15100.0,1260.0,6430.0,1050.0,9620.0,40950.0,3050.0,510.0,10780.0,5890.0,2540.0,10020.0,1140.0,240.0,1610.0,84.0
"Record shipment data, such as weight, charges, space availability, damages, or discrepancies, for reporting, accounting, or recordkeeping purposes.",record shipment data such as weight charges space availability damages or discrepancies for reporting accounting or recordkeeping purposes,Record shipping information.,Maintain operational records.,Documenting/Recording Information,"Shipping, Receiving, and Traffic Clerks",shipping receiving and traffic clerks,43-5071.00,"Shipping, Receiving, and Inventory Clerks",43-5071,43-5071.00,"Shipping, Receiving, and Inventory Clerks","Material Recording, Scheduling, Dispatching, and Distributing Workers",Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.9714,False,1.7891692307692308,3.96,88.63,0.1364026538714424,0.1,E2,E1,45260.0,38940.0,47900.0,45410.0,40500.0,46520.0,47130.0,45810.0,44120.0,49660.0,40700.0,43630.0,49660.0,41430.0,46760.0,47320.0,47590.0,44110.0,42830.0,40180.0,47160.0,47280.0,49240.0,45140.0,47890.0,38620.0,43480.0,43590.0,44110.0,43210.0,47960.0,45440.0,38860.0,47100.0,43040.0,46730.0,45270.0,41060.0,47540.0,45780.0,45520.0,43430.0,43680.0,44920.0,42190.0,39050.0,49080.0,44290.0,51590.0,39940.0,47490.0,43000.0,32360.0,26050.0,36240.0,816870.0,7720.0,890.0,20280.0,7650.0,88760.0,15610.0,6480.0,2630.0,680.0,44040.0,28150.0,1390.0,4900.0,33030.0,27600.0,7170.0,6530.0,16130.0,7650.0,2470.0,13980.0,14370.0,24980.0,13210.0,11330.0,11650.0,1560.0,5670.0,12390.0,4090.0,29440.0,3420.0,30750.0,20150.0,1520.0,35880.0,6530.0,11210.0,30940.0,2420.0,14160.0,2740.0,16680.0,87280.0,15750.0,780.0,20380.0,19500.0,2660.0,20980.0,730.0,630.0,5200.0,80.0
Record symbols on computer storage media and use computer aided transcription to translate and display them as text.,record symbols on computer storage media and use computer aided transcription to translate and display them as text,Enter information into databases or software programs.,Process digital or online data.,Working with Computers,Court Reporters,court reporters,23-2091.00,Court Reporters and Simultaneous Captioners,27-3092,27-3092.00,Miscellaneous Media and Communication Workers,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0113071264295034,4.949357681282515,False,2.99123,4.82,65.24,0.5737277030779269,0.3,E2,E1,72420.0,67340.0,72420.0,77770.0,59180.0,116020.0,83010.0,59390.0,44760.0,72420.0,49240.0,72420.0,72420.0,69330.0,75890.0,54740.0,93810.0,72420.0,50350.0,63380.0,49110.0,59300.0,79940.0,61600.0,83680.0,67300.0,72500.0,62730.0,76480.0,62030.0,72420.0,72420.0,72420.0,101990.0,73510.0,70540.0,67330.0,60800.0,72420.0,65100.0,92250.0,61100.0,75210.0,72420.0,110080.0,72420.0,72420.0,55210.0,107670.0,56790.0,65640.0,72420.0,72420.0,38300.0,72420.0,12870.0,350.0,27.0,70.0,130.0,1400.0,260.0,210.0,40.0,58.0,1110.0,410.0,52.0,40.0,770.0,890.0,160.0,180.0,80.0,270.0,30.0,227.0,50.0,260.0,320.0,40.0,270.0,50.0,60.0,70.0,56.0,200.0,72.0,1400.0,110.0,60.0,340.0,180.0,162.0,670.0,60.0,140.0,40.0,270.0,1270.0,143.0,25.0,320.0,80.0,90.0,60.0,23.0,5.0,110.0,3.0
"Record test data and prepare reports, summaries, or charts that interpret test results.",record test data and prepare reports summaries or charts that interpret test results,Prepare scientific or technical reports or presentations.,Present research or technical information.,Documenting/Recording Information,"Environmental Science and Protection Technicians, Including Health",environmental science and protection technicians including health,19-4091.00,"Environmental Science and Protection Technicians, Including Health",19-4042,19-4042.00,Environmental Science and Geoscience Technicians,"Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.781272558523255,False,0.5583657692307692,4.0,100.0,0.4619033455304259,1.0,E1,E1,55090.0,45000.0,55220.0,57800.0,48390.0,61220.0,60930.0,66120.0,45720.0,55090.0,48840.0,48050.0,57010.0,55420.0,59930.0,49020.0,52020.0,47880.0,46840.0,55090.0,51820.0,55090.0,59330.0,51290.0,65320.0,35010.0,50340.0,60550.0,66240.0,60370.0,54080.0,52190.0,62330.0,62400.0,51630.0,61430.0,56070.0,48090.0,58950.0,60650.0,64830.0,48700.0,44180.0,56960.0,50710.0,58240.0,55090.0,49430.0,67160.0,52590.0,55290.0,49440.0,55090.0,34370.0,55090.0,34670.0,410.0,440.0,590.0,160.0,6010.0,740.0,376.0,150.0,155.0,2090.0,1110.0,260.0,200.0,980.0,780.0,470.0,340.0,560.0,300.0,150.0,580.0,330.0,600.0,450.0,250.0,380.0,70.0,140.0,390.0,80.0,830.0,500.0,1960.0,1100.0,140.0,770.0,360.0,440.0,1180.0,90.0,500.0,60.0,320.0,3350.0,270.0,50.0,1450.0,850.0,750.0,380.0,150.0,15.0,150.0,7.0
"Record test data and prepare reports, summaries, or charts that interpret test results.",record test data and prepare reports summaries or charts that interpret test results,Record research or operational data.,Maintain operational records.,Documenting/Recording Information,"Environmental Science and Protection Technicians, Including Health",environmental science and protection technicians including health,19-4091.00,"Environmental Science and Protection Technicians, Including Health",19-4042,19-4042.00,Environmental Science and Geoscience Technicians,"Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.781272558523255,False,0.5583657692307692,4.0,100.0,0.4619033455304259,1.0,E1,E1,55090.0,45000.0,55220.0,57800.0,48390.0,61220.0,60930.0,66120.0,45720.0,55090.0,48840.0,48050.0,57010.0,55420.0,59930.0,49020.0,52020.0,47880.0,46840.0,55090.0,51820.0,55090.0,59330.0,51290.0,65320.0,35010.0,50340.0,60550.0,66240.0,60370.0,54080.0,52190.0,62330.0,62400.0,51630.0,61430.0,56070.0,48090.0,58950.0,60650.0,64830.0,48700.0,44180.0,56960.0,50710.0,58240.0,55090.0,49430.0,67160.0,52590.0,55290.0,49440.0,55090.0,34370.0,55090.0,34670.0,410.0,440.0,590.0,160.0,6010.0,740.0,376.0,150.0,155.0,2090.0,1110.0,260.0,200.0,980.0,780.0,470.0,340.0,560.0,300.0,150.0,580.0,330.0,600.0,450.0,250.0,380.0,70.0,140.0,390.0,80.0,830.0,500.0,1960.0,1100.0,140.0,770.0,360.0,440.0,1180.0,90.0,500.0,60.0,320.0,3350.0,270.0,50.0,1450.0,850.0,750.0,380.0,150.0,15.0,150.0,7.0
Record the specifics of malfunctioning machines and document malfunctions needing repair.,record the specifics of malfunctioning machines and document malfunctions needing repair,Prepare operational reports or records.,Prepare reports of operational or procedural activities.,Documenting/Recording Information,Gaming Supervisors,gaming supervisors,39-1011.00,First-Line Supervisors of Gambling Services Workers,39-1013,39-1013.00,First-Line Supervisors of Entertainment and Recreation Workers,Supervisors of Personal Care and Service Workers,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.9565,False,2.541975769230769,4.34,96.95,0.2010013718544447,0.1,E2,E1,63820.0,51760.0,76340.0,69050.0,57890.0,68010.0,69070.0,63820.0,60370.0,63820.0,64980.0,63820.0,63820.0,63820.0,64620.0,61680.0,52820.0,57570.0,57830.0,57560.0,59440.0,74160.0,63820.0,62090.0,52490.0,58010.0,62050.0,48300.0,43610.0,66680.0,59000.0,64210.0,60140.0,74530.0,63820.0,49900.0,55680.0,58900.0,76960.0,63200.0,66660.0,47750.0,47720.0,63820.0,54340.0,63820.0,63820.0,63820.0,77350.0,59210.0,56670.0,63820.0,63820.0,37180.0,63820.0,26010.0,80.0,90.0,580.0,110.0,3010.0,250.0,282.0,110.0,117.0,1140.0,812.0,104.0,142.0,510.0,700.0,370.0,150.0,50.0,610.0,30.0,600.0,270.0,1000.0,770.0,1030.0,370.0,860.0,100.0,5590.0,70.0,1120.0,170.0,560.0,821.0,220.0,330.0,1160.0,150.0,700.0,100.0,60.0,60.0,545.0,190.0,288.0,50.0,683.0,910.0,270.0,150.0,47.0,11.0,390.0,5.0
"Record transaction information on forms or logs, and notify designated personnel of discrepancies.",record transaction information on forms or logs and notify designated personnel of discrepancies,Document operational activities.,Maintain operational records.,Documenting/Recording Information,"Coin, Vending, and Amusement Machine Servicers and Repairers",coin vending and amusement machine servicers and repairers,49-9091.00,"Coin, Vending, and Amusement Machine Servicers and Repairers",49-9091,49-9091.00,"Miscellaneous Installation, Maintenance, and Repair Workers","Other Installation, Maintenance, and Repair Occupations","Installation, Maintenance, and Repair Occupations",2026-05-31,0.0030529241359659,4.819672131147541,False,2.588364615384616,3.76,71.78,0.1752198780667207,0.1,E1,E1,47450.0,40670.0,52040.0,56450.0,46940.0,51870.0,45600.0,50120.0,48350.0,47450.0,48430.0,45360.0,47450.0,43230.0,45560.0,44280.0,45740.0,45750.0,42150.0,46770.0,47160.0,49860.0,54380.0,46980.0,49570.0,41040.0,44220.0,47670.0,47520.0,51210.0,48710.0,59770.0,43860.0,60010.0,46010.0,48870.0,37950.0,48160.0,56100.0,46600.0,62350.0,47120.0,43860.0,53270.0,49960.0,46570.0,47450.0,44720.0,58750.0,38190.0,50050.0,45190.0,47450.0,26990.0,47450.0,26410.0,420.0,60.0,990.0,60.0,2810.0,290.0,170.0,82.0,118.0,1350.0,470.0,106.0,140.0,2010.0,640.0,380.0,220.0,190.0,300.0,50.0,290.0,70.0,430.0,360.0,260.0,570.0,150.0,80.0,1620.0,80.0,550.0,240.0,1450.0,520.0,210.0,1450.0,920.0,310.0,1780.0,70.0,240.0,290.0,160.0,1560.0,130.0,51.0,420.0,580.0,170.0,630.0,100.0,11.0,180.0,5.0
Record treatment information in patient records.,record treatment information in patient records,Maintain medical records.,Maintain health or medical records.,Documenting/Recording Information,Dental Assistants,dental assistants,31-9091.00,Dental Assistants,31-9091,31-9091.00,Miscellaneous Healthcare Support Occupations,Other Healthcare Support Occupations,Healthcare Support Occupations,2026-05-31,0.0030529241359659,4.697000000000001,False,5.785572307692308,4.77,100.0,0.4988318750000001,0.1,E2,E1,48070.0,39080.0,57710.0,49000.0,42830.0,50110.0,48340.0,56850.0,47600.0,60580.0,47620.0,46840.0,44720.0,45880.0,48610.0,48670.0,48430.0,48070.0,47730.0,44090.0,60070.0,48620.0,57980.0,48820.0,65270.0,39160.0,45970.0,46680.0,46660.0,47110.0,59530.0,49390.0,44400.0,48110.0,50380.0,57770.0,47970.0,45740.0,59490.0,47930.0,50150.0,47320.0,47900.0,46720.0,45430.0,37760.0,52760.0,46670.0,58090.0,37960.0,47520.0,44990.0,40280.0,35910.0,36540.0,387790.0,3740.0,1140.0,8680.0,2950.0,56220.0,8360.0,3840.0,990.0,630.0,26620.0,10540.0,1960.0,2680.0,13740.0,6690.0,3210.0,3561.0,4530.0,4540.0,1550.0,6560.0,9680.0,11990.0,5980.0,3080.0,6760.0,1450.0,2520.0,4230.0,1600.0,9990.0,2150.0,19800.0,11450.0,860.0,12150.0,4550.0,5930.0,12080.0,1050.0,5530.0,1290.0,7420.0,33230.0,6640.0,580.0,10760.0,13050.0,1290.0,7760.0,630.0,110.0,3210.0,70.0
Record type and cost of maintenance or repair work.,record type and cost of maintenance or repair work,"Record information about parts, materials or repair procedures.",Maintain operational records.,Documenting/Recording Information,"Maintenance and Repair Workers, General",maintenance and repair workers general,49-9071.00,"Maintenance and Repair Workers, General",49-9071,49-9071.00,"Maintenance and Repair Workers, General","Other Installation, Maintenance, and Repair Occupations","Installation, Maintenance, and Repair Occupations",2026-05-31,0.0030529241359659,4.875053123671909,False,0.902831153846154,3.7,74.04,0.0638645580769419,0.1,E2,E1,49590.0,43630.0,60270.0,47620.0,43400.0,57000.0,51280.0,57620.0,50150.0,60310.0,46060.0,47680.0,57960.0,48190.0,56720.0,49890.0,52160.0,47210.0,46810.0,43960.0,49430.0,51490.0,58320.0,47580.0,59200.0,44350.0,48370.0,46870.0,50700.0,52360.0,52830.0,54810.0,45760.0,57790.0,47910.0,49840.0,53420.0,42750.0,54350.0,49290.0,50900.0,47880.0,48100.0,47240.0,46670.0,50450.0,55510.0,49470.0,59160.0,38890.0,55810.0,47900.0,30450.0,23220.0,38850.0,1529700.0,16660.0,4590.0,39000.0,12410.0,143060.0,22960.0,11700.0,3310.0,4860.0,111530.0,48430.0,8030.0,8200.0,66600.0,34480.0,16500.0,12730.0,22190.0,21490.0,5820.0,23730.0,29830.0,39490.0,29660.0,14550.0,31180.0,5420.0,9850.0,16520.0,5780.0,37350.0,9320.0,119650.0,43440.0,3300.0,64770.0,18670.0,16160.0,55590.0,4500.0,28020.0,3450.0,35790.0,140580.0,16090.0,2610.0,34540.0,32450.0,8060.0,30880.0,3920.0,1240.0,12560.0,700.0
Record work activities performed.,record work activities performed,Document work hours or activities.,Maintain operational records.,Documenting/Recording Information,Pest Control Workers,pest control workers,37-2021.00,Pest Control Workers,37-2021,37-2021.00,Pest Control Workers,Building Cleaning and Pest Control Workers,Building and Grounds Cleaning and Maintenance Occupations,2026-05-31,0.0030529241359659,4.851174138456846,False,5.374306153846154,4.62,100.0,0.464890108058425,0.1,E2,E1,45250.0,38410.0,46900.0,44430.0,37710.0,47190.0,48650.0,49010.0,45300.0,45250.0,44320.0,37860.0,48570.0,40220.0,46450.0,38600.0,45290.0,38690.0,42310.0,44570.0,48340.0,47360.0,45560.0,44470.0,41640.0,37200.0,42690.0,41730.0,38960.0,49240.0,48000.0,48780.0,37070.0,48530.0,44740.0,48020.0,40110.0,39050.0,46570.0,45720.0,45030.0,43130.0,49920.0,39690.0,37660.0,44740.0,46320.0,45950.0,51300.0,37510.0,45350.0,44500.0,28340.0,23410.0,36330.0,102620.0,2540.0,40.0,3200.0,1030.0,11941.0,970.0,880.0,300.0,460.0,12400.0,5770.0,740.0,620.0,2470.0,1670.0,540.0,760.0,1030.0,1930.0,320.0,1670.0,1900.0,1460.0,670.0,960.0,1440.0,100.0,460.0,790.0,260.0,2270.0,320.0,4220.0,4870.0,120.0,2170.0,1310.0,740.0,2260.0,270.0,2660.0,190.0,3340.0,9470.0,1050.0,80.0,3040.0,1430.0,460.0,1060.0,50.0,40.0,300.0,30.0
"Recruit, interview, and select employees.",recruit interview and select employees,Administer personnel recruitment or hiring activities.,Perform recruiting or hiring activities.,Staffing Organizational Units,First-Line Supervisors of Office and Administrative Support Workers,firstline supervisors of office and administrative support workers,43-1011.00,First-Line Supervisors of Office and Administrative Support Workers,43-1011,43-1011.00,First-Line Supervisors of Office and Administrative Support Workers,Supervisors of Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.789473684210527,False,0.1506915384615384,4.04,75.75,0.0885677223001876,0.8999999999999999,E2,E2,69500.0,60360.0,69840.0,64250.0,58100.0,77590.0,76600.0,78200.0,75220.0,79200.0,64360.0,64620.0,63080.0,61390.0,69010.0,69490.0,64400.0,64000.0,63180.0,57180.0,67530.0,74140.0,76770.0,64720.0,76440.0,58380.0,63050.0,62550.0,61980.0,63090.0,73250.0,76640.0,62640.0,79170.0,62340.0,68720.0,64220.0,60870.0,74300.0,65270.0,76030.0,62920.0,62530.0,66390.0,64940.0,66900.0,68790.0,67170.0,79480.0,53660.0,70560.0,63050.0,44980.0,42840.0,55630.0,1436680.0,20140.0,5690.0,31930.0,13630.0,149230.0,26100.0,24420.0,5480.0,4080.0,93850.0,42630.0,10090.0,8360.0,42400.0,21780.0,10190.0,12010.0,19670.0,20810.0,6000.0,27860.0,34520.0,30690.0,21690.0,13680.0,22360.0,4030.0,9930.0,14380.0,7600.0,55210.0,8330.0,83110.0,35830.0,1830.0,45070.0,19860.0,12200.0,56600.0,5090.0,26710.0,1750.0,49870.0,160600.0,18890.0,1710.0,35160.0,31790.0,6900.0,22950.0,1980.0,990.0,16400.0,510.0
Recruit staff members.,recruit staff members,Recruit personnel.,Perform recruiting or hiring activities.,Staffing Organizational Units,Financial Managers,financial managers,11-3031.00,Financial Managers,11-3031,11-3031.00,Financial Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0113071264295034,4.877630301068308,False,0.05002,3.78,91.26,0.0080292208846016,0.3,E0,E2,166570.0,140500.0,127030.0,139830.0,116570.0,180770.0,182690.0,174830.0,181580.0,188880.0,153280.0,166790.0,134210.0,127210.0,165880.0,135840.0,133320.0,159380.0,130650.0,126800.0,133610.0,158750.0,206760.0,139370.0,163410.0,111390.0,143460.0,131060.0,140360.0,132490.0,144730.0,199110.0,133700.0,219880.0,166780.0,135890.0,140870.0,132460.0,156460.0,145610.0,166940.0,136160.0,159700.0,141010.0,164860.0,150450.0,128690.0,185220.0,174840.0,113140.0,139720.0,124910.0,80390.0,90660.0,94990.0,19400.0,7200.0,140.0,1030.0,492.0,6452.0,736.0,1386.0,194.0,617.0,3382.0,1479.0,262.0,216.0,3645.0,868.0,631.0,359.0,458.0,489.0,216.0,1367.0,1808.0,1555.0,1153.0,240.0,922.0,104.0,389.0,559.0,299.0,32510.0,175.0,5588.0,1553.0,148.0,1892.0,461.0,526.0,2225.0,178.0,624.0,69.0,1219.0,4969.0,613.0,124.0,1442.0,894.0,180.0,1074.0,50.0,26.0,263.0,12.0
"Refer clients to community resources for services, such as job placement, debt counseling, legal aid, housing, medical treatment, or financial assistance, and provide concrete information, such as where to go and how to apply.",refer clients to community resources for services such as job placement debt counseling legal aid housing medical treatment or financial assistance and provide concrete information such as where to go and how to apply,Help clients get needed services or resources.,Assist others to access additional services or resources.,Assisting and Caring for Others,"Child, Family, and School Social Workers",child family and school social workers,21-1021.00,"Child, Family, and School Social Workers",21-1021,21-1021.00,Social Workers,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0030529241359659,4.466123168447725,False,1.14751,4.01,98.06,0.0876373759282203,0.1,E1,E2,59550.0,46660.0,62630.0,50150.0,43330.0,65200.0,63720.0,78970.0,48520.0,73550.0,56550.0,47510.0,68270.0,59840.0,63220.0,50470.0,52250.0,54300.0,59100.0,56800.0,63290.0,76390.0,75570.0,59270.0,67450.0,46530.0,48520.0,56780.0,47770.0,61080.0,71010.0,76280.0,56160.0,65100.0,59610.0,64560.0,51520.0,43950.0,64130.0,50820.0,69870.0,51800.0,51100.0,56310.0,55680.0,52000.0,67340.0,61330.0,74480.0,52220.0,59280.0,56420.0,54910.0,43620.0,50810.0,392550.0,4220.0,1260.0,7560.0,1150.0,60310.0,8200.0,5230.0,910.0,2430.0,14000.0,7110.0,1170.0,810.0,19860.0,6690.0,3410.0,3190.0,8470.0,1110.0,2000.0,4710.0,10900.0,15760.0,6540.0,3310.0,9620.0,1250.0,4830.0,4030.0,1700.0,7360.0,2990.0,30170.0,13010.0,870.0,16050.0,6500.0,6630.0,16200.0,2450.0,5520.0,2050.0,7870.0,21670.0,1930.0,640.0,9410.0,10720.0,2380.0,5710.0,710.0,80.0,3370.0,30.0
"Refer clients to community resources for services, such as job placement, debt counseling, legal aid, housing, medical treatment, or financial assistance, and provide concrete information, such as where to go and how to apply.",refer clients to community resources for services such as job placement debt counseling legal aid housing medical treatment or financial assistance and provide concrete information such as where to go and how to apply,Refer individuals to educational or work programs.,Assist others to access additional services or resources.,Assisting and Caring for Others,"Child, Family, and School Social Workers",child family and school social workers,21-1021.00,"Child, Family, and School Social Workers",21-1021,21-1021.00,Social Workers,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0030529241359659,4.466123168447725,False,1.14751,4.01,98.06,0.0876373759282203,0.1,E1,E2,59550.0,46660.0,62630.0,50150.0,43330.0,65200.0,63720.0,78970.0,48520.0,73550.0,56550.0,47510.0,68270.0,59840.0,63220.0,50470.0,52250.0,54300.0,59100.0,56800.0,63290.0,76390.0,75570.0,59270.0,67450.0,46530.0,48520.0,56780.0,47770.0,61080.0,71010.0,76280.0,56160.0,65100.0,59610.0,64560.0,51520.0,43950.0,64130.0,50820.0,69870.0,51800.0,51100.0,56310.0,55680.0,52000.0,67340.0,61330.0,74480.0,52220.0,59280.0,56420.0,54910.0,43620.0,50810.0,392550.0,4220.0,1260.0,7560.0,1150.0,60310.0,8200.0,5230.0,910.0,2430.0,14000.0,7110.0,1170.0,810.0,19860.0,6690.0,3410.0,3190.0,8470.0,1110.0,2000.0,4710.0,10900.0,15760.0,6540.0,3310.0,9620.0,1250.0,4830.0,4030.0,1700.0,7360.0,2990.0,30170.0,13010.0,870.0,16050.0,6500.0,6630.0,16200.0,2450.0,5520.0,2050.0,7870.0,21670.0,1930.0,640.0,9410.0,10720.0,2380.0,5710.0,710.0,80.0,3370.0,30.0
"Refer clients to community resources for services, such as job placement, debt counseling, legal aid, housing, medical treatment, or financial assistance, and provide concrete information, such as where to go and how to apply.",refer clients to community resources for services such as job placement debt counseling legal aid housing medical treatment or financial assistance and provide concrete information such as where to go and how to apply,Refer clients to community or social service programs.,Assist others to access additional services or resources.,Assisting and Caring for Others,"Child, Family, and School Social Workers",child family and school social workers,21-1021.00,"Child, Family, and School Social Workers",21-1021,21-1021.00,Social Workers,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0030529241359659,4.466123168447725,False,1.14751,4.01,98.06,0.0876373759282203,0.1,E1,E2,59550.0,46660.0,62630.0,50150.0,43330.0,65200.0,63720.0,78970.0,48520.0,73550.0,56550.0,47510.0,68270.0,59840.0,63220.0,50470.0,52250.0,54300.0,59100.0,56800.0,63290.0,76390.0,75570.0,59270.0,67450.0,46530.0,48520.0,56780.0,47770.0,61080.0,71010.0,76280.0,56160.0,65100.0,59610.0,64560.0,51520.0,43950.0,64130.0,50820.0,69870.0,51800.0,51100.0,56310.0,55680.0,52000.0,67340.0,61330.0,74480.0,52220.0,59280.0,56420.0,54910.0,43620.0,50810.0,392550.0,4220.0,1260.0,7560.0,1150.0,60310.0,8200.0,5230.0,910.0,2430.0,14000.0,7110.0,1170.0,810.0,19860.0,6690.0,3410.0,3190.0,8470.0,1110.0,2000.0,4710.0,10900.0,15760.0,6540.0,3310.0,9620.0,1250.0,4830.0,4030.0,1700.0,7360.0,2990.0,30170.0,13010.0,870.0,16050.0,6500.0,6630.0,16200.0,2450.0,5520.0,2050.0,7870.0,21670.0,1930.0,640.0,9410.0,10720.0,2380.0,5710.0,710.0,80.0,3370.0,30.0
Refer clients to community resources or services.,refer clients to community resources or services,Refer patients to other healthcare practitioners or health resources.,Assist others to access additional services or resources.,Assisting and Caring for Others,Physical Therapists,physical therapists,29-1123.00,Physical Therapists,29-1123,29-1123.00,Therapists,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.600201156650741,False,0.4738176923076923,3.84,99.67,0.035899400584777,0.1,E1,E2,102760.0,97290.0,115280.0,103220.0,99010.0,124190.0,102030.0,104360.0,102050.0,101640.0,101040.0,102700.0,101700.0,99000.0,105250.0,101560.0,97560.0,98290.0,100710.0,98530.0,99720.0,106890.0,103790.0,100900.0,102010.0,99990.0,99310.0,91450.0,97090.0,111250.0,99850.0,112140.0,106880.0,100660.0,99910.0,85330.0,103050.0,98590.0,103510.0,101380.0,99400.0,101330.0,92660.0,100140.0,105810.0,99880.0,97970.0,101450.0,105950.0,96600.0,101840.0,100400.0,102760.0,60250.0,102760.0,267330.0,3040.0,680.0,5170.0,2680.0,26580.0,5630.0,4060.0,1260.0,610.0,16290.0,6780.0,950.0,1030.0,9800.0,6130.0,2530.0,2660.0,3390.0,3280.0,1860.0,3940.0,6850.0,8630.0,5180.0,1980.0,4900.0,1180.0,2140.0,2030.0,1960.0,9750.0,1330.0,20940.0,7350.0,830.0,10280.0,2560.0,3210.0,11710.0,1020.0,3930.0,1060.0,4800.0,21870.0,2300.0,760.0,7630.0,5370.0,1310.0,5580.0,560.0,114.0,570.0,55.0
"Refer clients to other specialists, institutions, or support services as necessary.",refer clients to other specialists institutions or support services as necessary,Advise others on healthcare matters.,Advise others on healthcare or wellness issues.,Providing Consultation and Advice to Others,"Clinical, Counseling, and School Psychologists",clinical counseling and school psychologists,19-3031.00,Clinical and Counseling Psychologists,19-3033,19-3033.00,Psychologists,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.1348,False,0.48,3.72,100.0,0.0355494117647058,0.1,E1,E2,100580.0,90800.0,124270.0,119010.0,77520.0,116000.0,113290.0,100580.0,113050.0,107000.0,85610.0,96060.0,117860.0,97790.0,83750.0,84990.0,91690.0,76690.0,99140.0,71330.0,100580.0,100580.0,115180.0,84730.0,107030.0,76000.0,99410.0,68160.0,94540.0,102650.0,64270.0,127090.0,124800.0,114400.0,92130.0,116130.0,101190.0,79950.0,134350.0,91870.0,107490.0,92700.0,80130.0,76820.0,83660.0,99170.0,83270.0,86520.0,115240.0,77040.0,113360.0,89890.0,100580.0,67660.0,100580.0,75990.0,260.0,40.0,730.0,370.0,12840.0,1170.0,660.0,280.0,220.0,3040.0,1120.0,250.0,300.0,5810.0,1850.0,440.0,400.0,710.0,320.0,311.0,2140.0,2860.0,2170.0,1290.0,210.0,840.0,150.0,770.0,680.0,330.0,2700.0,423.0,8420.0,2770.0,170.0,2080.0,950.0,540.0,3140.0,420.0,1119.0,120.0,1180.0,3640.0,1020.0,190.0,2140.0,1270.0,920.0,1150.0,50.0,32.0,330.0,16.0
Refer customers to appropriate bank personnel to meet their financial needs.,refer customers to appropriate bank personnel to meet their financial needs,Refer customers to appropriate personnel.,Assist others to access additional services or resources.,Assisting and Caring for Others,New Accounts Clerks,new accounts clerks,43-4141.00,New Accounts Clerks,43-4141,43-4141.00,New Accounts Clerks,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.500203610696349,False,2.202881538461538,4.31,100.0,0.1814955,0.1,E1,E2,47670.0,44780.0,47670.0,47670.0,35680.0,52100.0,48870.0,57080.0,47150.0,60990.0,45930.0,45770.0,47440.0,45760.0,49040.0,42950.0,45630.0,40170.0,43990.0,47670.0,47420.0,43200.0,47670.0,46780.0,48920.0,40910.0,50270.0,43610.0,47140.0,47450.0,48170.0,57240.0,51380.0,57950.0,49480.0,57970.0,48310.0,43380.0,48330.0,47330.0,47670.0,45500.0,47670.0,49770.0,44040.0,44890.0,47910.0,46350.0,52830.0,38520.0,48050.0,45760.0,47670.0,29630.0,47670.0,36860.0,140.0,77.0,763.0,730.0,950.0,390.0,420.0,140.0,165.0,910.0,1650.0,140.0,350.0,2020.0,480.0,1320.0,1100.0,240.0,160.0,510.0,80.0,857.0,1800.0,1160.0,160.0,590.0,470.0,1150.0,850.0,410.0,230.0,150.0,4800.0,1910.0,140.0,1307.0,1650.0,1410.0,1400.0,118.0,60.0,108.0,420.0,2360.0,210.0,190.0,640.0,310.0,150.0,2100.0,180.0,16.0,221.0,8.0
Refer guest problems or complaints to supervisors.,refer guest problems or complaints to supervisors,Resolve customer complaints or problems.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,"Locker Room, Coatroom, and Dressing Room Attendants",locker room coatroom and dressing room attendants,39-3093.00,"Locker Room, Coatroom, and Dressing Room Attendants",39-3093,39-3093.00,Miscellaneous Entertainment Attendants and Related Workers,Entertainment Attendants and Related Workers,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.650414176365733,False,1.007795,4.03,94.32,0.0830752665338709,0.1,E0,E0,36300.0,26440.0,26350.0,36400.0,27180.0,46560.0,37690.0,40260.0,36300.0,50440.0,35290.0,33430.0,51100.0,36300.0,38890.0,26320.0,23720.0,28520.0,36300.0,36300.0,35620.0,38840.0,40770.0,29640.0,29710.0,36300.0,30680.0,50370.0,36300.0,36620.0,34330.0,36650.0,36300.0,37420.0,33140.0,36300.0,28960.0,21590.0,37520.0,38460.0,41250.0,33250.0,36300.0,36300.0,34100.0,23660.0,36300.0,38010.0,47500.0,36300.0,28540.0,36300.0,36300.0,36300.0,36300.0,15560.0,60.0,150.0,650.0,50.0,2620.0,80.0,110.0,48.0,40.0,1030.0,90.0,190.0,85.0,800.0,90.0,280.0,80.0,199.0,192.0,90.0,320.0,190.0,1170.0,390.0,116.0,540.0,30.0,102.0,510.0,68.0,300.0,87.0,2250.0,340.0,43.0,480.0,200.0,196.0,580.0,70.0,140.0,45.0,326.0,590.0,190.0,30.0,120.0,60.0,70.0,260.0,28.0,7.0,93.0,3.0
"Refer patients, clients, or family members to community resources or to specialists as necessary.",refer patients clients or family members to community resources or to specialists as necessary,Refer clients to community or social service programs.,Assist others to access additional services or resources.,Assisting and Caring for Others,Mental Health Counselors,mental health counselors,21-1014.00,Mental Health Counselors,21-1014,21-1014.00,Counselors,"Counselors, Social Workers, and Other Community and Social Service Specialists",Community and Social Service Occupations,2026-05-31,0.0030529241359659,4.722472247224722,False,0.5503646153846153,4.18,100.0,0.0401222274289284,0.1,E1,E2,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,60320.0,172550.0,2330.0,359.0,3571.0,1437.0,20077.0,3168.0,1870.0,534.0,774.0,10946.0,5389.0,692.0,945.0,6722.0,3529.0,1719.0,1585.0,2205.0,2133.0,706.0,3046.0,4010.0,4854.0,3252.0,1282.0,3236.0,564.0,1129.0,1710.0,753.0,4724.0,960.0,10679.0,5447.0,473.0,6118.0,1882.0,2168.0,6685.0,553.0,2541.0,504.0,3614.0,15511.0,1913.0,335.0,4530.0,3914.0,773.0,3243.0,309.0,73.0,1035.0,35.0
Refer patients to other health care practitioners as necessary.,refer patients to other health care practitioners as necessary,Refer patients to other healthcare practitioners or health resources.,Assist others to access additional services or resources.,Assisting and Caring for Others,Neurologists,neurologists,29-1069.04,Neurologists,29-1217,29-1217.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.772814051164567,False,1.857416923076923,4.27,100.0,0.1445438632216512,0.1,E1,E2,248560.0,248560.0,354760.0,409610.0,317880.0,357080.0,356250.0,320680.0,248560.0,332000.0,322750.0,248560.0,248560.0,248560.0,237080.0,220210.0,248560.0,248560.0,338850.0,248560.0,248560.0,302840.0,248560.0,248560.0,381670.0,248560.0,248560.0,248560.0,269270.0,248560.0,248560.0,222120.0,248560.0,155990.0,325550.0,248560.0,248560.0,248560.0,248560.0,248560.0,248560.0,352680.0,248560.0,229670.0,360640.0,248560.0,434730.0,248560.0,327140.0,63500.0,342520.0,248560.0,248560.0,248560.0,248560.0,10590.0,143.0,100.0,80.0,70.0,1090.0,120.0,120.0,33.0,50.0,520.0,120.0,42.0,58.0,240.0,360.0,105.0,60.0,230.0,131.0,50.0,187.0,246.0,120.0,310.0,79.0,199.0,35.0,80.0,105.0,46.0,140.0,59.0,2810.0,180.0,29.0,940.0,116.0,133.0,30.0,34.0,40.0,31.0,220.0,660.0,100.0,40.0,278.0,180.0,60.0,130.0,19.0,5.0,64.0,2.0
Refer patients to other health professionals or agencies when appropriate.,refer patients to other health professionals or agencies when appropriate,Refer patients to other healthcare practitioners or health resources.,Assist others to access additional services or resources.,Assisting and Caring for Others,Pharmacists,pharmacists,29-1051.00,Pharmacists,29-1051,29-1051.00,Pharmacists,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.530315565535989,False,0.7032311538461539,3.43,75.55,0.0447511242191551,0.1,E1,E2,140910.0,134630.0,167310.0,146930.0,136060.0,164610.0,156030.0,141290.0,152880.0,153400.0,135970.0,137120.0,163220.0,144900.0,139080.0,144290.0,138860.0,137800.0,136530.0,132410.0,140930.0,138990.0,138170.0,137860.0,159740.0,133230.0,137610.0,142080.0,139330.0,140030.0,143020.0,137620.0,147000.0,142090.0,138860.0,142040.0,137020.0,135140.0,165960.0,138160.0,128180.0,135700.0,146790.0,133390.0,138260.0,144240.0,136270.0,144060.0,160610.0,133430.0,148740.0,139550.0,129090.0,111270.0,134970.0,321970.0,5400.0,560.0,6900.0,2900.0,34030.0,4560.0,3490.0,790.0,850.0,21540.0,10530.0,1190.0,1790.0,12070.0,6430.0,3230.0,3500.0,5030.0,5610.0,1380.0,5400.0,7230.0,8780.0,6310.0,3050.0,6740.0,1190.0,2450.0,2500.0,1130.0,9420.0,1730.0,19760.0,11430.0,1070.0,12790.0,3610.0,3250.0,14090.0,1510.0,5320.0,1280.0,8250.0,24700.0,2830.0,530.0,7980.0,7350.0,2260.0,5730.0,510.0,70.0,2220.0,50.0
Refer patients to specialists or community resources.,refer patients to specialists or community resources,Refer patients to other healthcare practitioners or health resources.,Assist others to access additional services or resources.,Assisting and Caring for Others,Genetic Counselors,genetic counselors,29-9092.00,Genetic Counselors,29-9092,29-9092.00,Miscellaneous Health Practitioners and Technical Workers,Other Healthcare Practitioners and Technical Occupations,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.500175008750438,False,0.7724723076923077,3.86,100.0,0.0560982551020408,0.1,E1,E2,100040.0,100040.0,100040.0,102730.0,100040.0,137650.0,106100.0,101640.0,106010.0,100380.0,102330.0,82750.0,100040.0,100040.0,95880.0,89640.0,100040.0,100040.0,99770.0,100040.0,100040.0,94050.0,97240.0,84970.0,102010.0,100040.0,83980.0,100040.0,100040.0,100040.0,100040.0,117750.0,100040.0,107450.0,93570.0,100040.0,100670.0,100040.0,100040.0,94930.0,100040.0,93600.0,100040.0,94380.0,99450.0,98430.0,100040.0,99960.0,102920.0,100040.0,92170.0,100040.0,100040.0,100040.0,100040.0,3740.0,51.0,8.0,50.0,31.0,440.0,40.0,50.0,40.0,40.0,100.0,117.0,15.0,20.0,90.0,40.0,37.0,34.0,50.0,46.0,15.0,50.0,200.0,80.0,160.0,28.0,40.0,12.0,24.0,37.0,16.0,240.0,21.0,240.0,80.0,10.0,120.0,41.0,47.0,230.0,12.0,40.0,11.0,340.0,336.0,50.0,7.0,100.0,100.0,17.0,110.0,7.0,2.0,22.0,1.0
Refer patients to specialists or other practitioners.,refer patients to specialists or other practitioners,Refer patients to other healthcare practitioners or health resources.,Assist others to access additional services or resources.,Assisting and Caring for Others,"Physicians and Surgeons, All Other",physicians and surgeons all other,29-1069.00,Emergency Medicine Physicians,29-1214,29-1214.00,Physicians,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.210489753386593,False,4.37962,4.37,100.0,0.1132351187349842,0.1057142857142857,E1,E2,409608.4615384616,460318.4023668639,432768.5207100592,409608.4615384616,409608.4615384616,306224.5562130178,409608.4615384616,451247.6923076923,409608.4615384616,360388.5207100592,301876.1538461539,399499.2307692308,409608.4615384616,308281.5976331361,459566.0946745562,458673.8461538461,361674.6153846154,409608.4615384616,348831.53846153844,409608.4615384616,409608.4615384616,398824.6153846154,380866.21301775146,418346.1538461539,399556.21301775146,325259.2899408284,544798.4615384615,409608.4615384616,498535.3846153846,409608.4615384616,409608.4615384616,302047.6923076923,407196.9822485207,389543.8461538461,371776.9822485207,400606.21301775146,435993.8461538461,376725.4437869822,409608.4615384616,487844.5562130178,458674.6153846154,373182.3668639053,401133.9053254438,502133.7869822485,359900.76923076925,264633.90532544383,421030.0591715976,433535.325443787,508005.3846153846,453558.5207100592,514364.5562130178,409608.4615384616,409608.4615384616,409608.4615384616,409608.4615384616,25684.615384615383,108.46153846153848,126.76923076923076,489.5384615384616,131.07692307692307,2670.7692307692305,512.3076923076924,400.7692307692308,84.61538461538461,117.6923076923077,1533.8461538461538,962.6153846153846,82.3076923076923,269.6923076923077,813.8461538461538,694.6153846153846,202.30769230769232,236.0,485.2307692307692,399.38461538461536,220.00000000000003,505.2307692307692,714.6153846153846,646.9230769230769,726.9230769230769,265.38461538461536,328.76923076923083,114.15384615384616,288.46153846153845,255.00000000000003,254.6153846153846,593.6923076923077,224.6153846153846,3186.1538461538457,520.7692307692307,99.23076923076924,980.7692307692308,161.53846153846155,548.4615384615385,602.3076923076924,183.84615384615384,140.0,126.15384615384616,548.1538461538462,1366.1538461538462,204.61538461538464,102.3076923076923,869.2307692307693,406.2307692307692,214.6153846153846,770.7692307692307,38.61538461538461,11.0,110.6153846153846,5.0
"Refer people to community support services, psychologists, or doctors.",refer people to community support services psychologists or doctors,Refer clients to community or social service programs.,Assist others to access additional services or resources.,Assisting and Caring for Others,Clergy,clergy,21-2011.00,Clergy,21-2011,21-2011.00,Clergy,Religious Workers,Community and Social Service Occupations,2026-05-31,0.0030529241359659,4.27777777777778,False,0.4337142307692307,3.57,96.36,0.0350167360460201,0.1,E1,E2,60810.0,50180.0,55780.0,61900.0,49070.0,77710.0,63700.0,63470.0,63260.0,64800.0,56940.0,60530.0,61050.0,59570.0,61820.0,59020.0,60630.0,52130.0,58920.0,54140.0,64340.0,61620.0,72190.0,56490.0,61230.0,52450.0,58740.0,59550.0,57520.0,73910.0,65200.0,65500.0,64100.0,58580.0,59600.0,60680.0,59160.0,59110.0,63140.0,58300.0,59660.0,56630.0,59860.0,57260.0,59480.0,60810.0,64950.0,55430.0,80830.0,48460.0,60950.0,61590.0,37460.0,28880.0,60810.0,57200.0,850.0,150.0,1070.0,350.0,7110.0,440.0,900.0,120.0,310.0,3560.0,1380.0,720.0,150.0,2200.0,1060.0,370.0,450.0,410.0,400.0,160.0,670.0,840.0,1880.0,1160.0,250.0,920.0,680.0,270.0,210.0,100.0,1460.0,270.0,7790.0,1430.0,120.0,2020.0,510.0,3850.0,2150.0,230.0,450.0,140.0,710.0,3180.0,634.0,50.0,1220.0,1060.0,290.0,770.0,40.0,30.0,290.0,12.0
"Refer to schematic drawings, product manuals, and troubleshooting guides to diagnose and repair problems.",refer to schematic drawings product manuals and troubleshooting guides to diagnose and repair problems,Read technical information needed to perform maintenance or repairs.,Read documents or materials to inform work processes.,Getting Information,Home Appliance Repairers,home appliance repairers,49-9031.00,Home Appliance Repairers,49-9031,49-9031.00,Home Appliance Repairers,"Other Installation, Maintenance, and Repair Occupations","Installation, Maintenance, and Repair Occupations",2026-05-31,0.0030529241359659,4.756756756756757,False,2.2041553846153845,4.4,93.86,0.4871957472579234,0.3,E2,E2,50990.0,50190.0,63950.0,47800.0,38680.0,58480.0,52220.0,62380.0,53390.0,50990.0,57280.0,49500.0,58300.0,45650.0,56860.0,47080.0,44090.0,38840.0,49710.0,49240.0,46500.0,57860.0,70750.0,52160.0,61360.0,35890.0,48530.0,47130.0,45620.0,48070.0,53640.0,55450.0,37440.0,65190.0,47270.0,48720.0,47300.0,40210.0,51160.0,51990.0,50170.0,47460.0,47340.0,49580.0,48630.0,49350.0,58750.0,59820.0,58110.0,35720.0,52440.0,43630.0,50990.0,29840.0,50990.0,32150.0,280.0,100.0,990.0,230.0,2760.0,550.0,380.0,60.0,144.0,3000.0,670.0,240.0,260.0,1730.0,1030.0,210.0,310.0,200.0,310.0,160.0,570.0,550.0,1050.0,540.0,220.0,890.0,130.0,260.0,319.0,200.0,1200.0,150.0,2110.0,960.0,50.0,730.0,280.0,680.0,1010.0,60.0,380.0,100.0,690.0,2200.0,360.0,60.0,870.0,800.0,80.0,520.0,170.0,14.0,193.0,7.0
Refer unresolved customer grievances to designated departments for further investigation.,refer unresolved customer grievances to designated departments for further investigation,Refer customers to appropriate personnel.,Assist others to access additional services or resources.,Assisting and Caring for Others,Customer Service Representatives,customer service representatives,43-4051.00,Customer Service Representatives,43-4051,43-4051.00,Customer Service Representatives,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.587591240875913,False,2.155248076923077,4.07,85.43,0.1567181681141079,0.1,E1,E2,44770.0,38400.0,45150.0,45690.0,37840.0,49560.0,47540.0,48090.0,48190.0,48250.0,40440.0,39630.0,45650.0,43200.0,46130.0,43140.0,46090.0,40320.0,38700.0,37330.0,47160.0,42830.0,49120.0,43950.0,48800.0,36380.0,44190.0,45290.0,43940.0,40560.0,47300.0,47740.0,39030.0,48000.0,40240.0,44670.0,45610.0,38650.0,47450.0,44630.0,47550.0,38860.0,40650.0,42830.0,40420.0,43140.0,47500.0,42730.0,50330.0,38430.0,46970.0,42340.0,30350.0,26700.0,37140.0,2595750.0,33290.0,2410.0,87020.0,20680.0,176850.0,38770.0,24490.0,7470.0,7550.000000000001,228000.0,97850.0,8010.0,18770.0,100970.0,44630.0,30100.0,29200.0,38630.0,25780.0,7560.0,37740.0,49990.0,71310.0,53340.0,20860.0,50530.0,4910.0,15340.0,32110.0,12750.0,59690.0,16950.0,141090.0,89510.0,5750.0,85930.0,34460.0,19440.0,94340.0,7890.0,51000.0,6120.0,59730.0,337170.0,44490.0,2870.0,59850.0,39760.0,9860.0,50840.0,2110.0,720.0,20330.0,320.0
"Reformat documents, moving paragraphs or columns.",reformat documents moving paragraphs or columns,"Format digital documents, data, or images.",Process digital or online data.,Working with Computers,Word Processors and Typists,word processors and typists,43-9022.00,Word Processors and Typists,43-9022,43-9022.00,Data Entry and Information Processing Workers,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.1017641378655311,4.903677581863979,False,1.3895492307692308,3.66,84.53,0.2000642823279845,0.2,E2,E1,49280.0,46860.0,49280.0,42070.0,43010.0,56380.0,57550.0,49250.0,45480.0,49180.0,35770.0,31450.0,40060.0,49930.0,45490.0,39520.0,43210.0,49280.0,49280.0,49280.0,49280.0,47110.0,53740.0,47970.0,51550.0,49280.0,37440.0,49280.0,47080.0,41290.0,49280.0,49520.0,46400.0,48400.0,49280.0,49280.0,48670.0,43710.0,52420.0,41000.0,47040.0,42840.0,49280.0,49750.0,47720.0,49280.0,49280.0,46130.0,46110.0,36060.0,48540.0,49280.0,49280.0,32270.0,49280.0,35010.0,70.0,73.0,725.0,40.0,10270.0,59.99999999999999,170.0,50.0,120.0,1000.0,1094.0,270.0,59.99999999999999,490.0,120.0,360.0,322.0,160.0,433.0,143.0,210.0,350.0,520.0,210.0,260.0,260.0,114.0,80.0,170.0,153.0,3560.0000000000005,59.99999999999999,12340.0,1105.0,96.0,310.0,40.0,40.0,1170.0,120.0,30.0,102.0,90.0,290.0,388.0,68.0,290.0,140.0,80.0,180.0,62.99999999999999,14.999999999999998,1700.0,7.0
Relay or route written or verbal messages.,relay or route written or verbal messages,Relay information between personnel.,Communicate with others about operational plans or activities.,"Communicating with Supervisors, Peers, or Subordinates","Switchboard Operators, Including Answering Service",switchboard operators including answering service,43-2011.00,"Switchboard Operators, Including Answering Service",43-2011,43-2011.00,"Switchboard Operators, Including Answering Service",Communications Equipment Operators,Office and Administrative Support Occupations,2026-05-31,0.0339213792885103,4.853949652777778,False,3.3252753846153844,4.35,99.47,0.270003357206804,0.1,E2,E1,38630.0,32210.0,37690.0,40380.0,35290.0,48840.0,43720.0,38380.0,35980.0,54700.0,35410.0,39490.0,59860.0,38000.0,42660.0,36860.0,38400.0,38760.0,37590.0,35890.0,43350.0,37080.0,43790.0,37390.0,47430.0,30520.0,37130.0,36270.0,37570.0,38070.0,44210.0,40430.0,37710.0,45330.0,38520.0,38630.0,36350.0,35280.0,38630.0,36890.0,39850.0,34010.0,38630.0,35550.0,33620.0,38630.0,42630.0,36730.0,47800.0,37430.0,40030.0,38630.0,38630.0,24960.0,38630.0,34280.0,680.0,71.0,380.0,260.0,6680.0,320.0,180.0,180.0,230.0,3090.0,780.0,410.0,70.0,1240.0,380.0,210.0,180.0,370.0,424.0,100.0,650.0,830.0,370.0,200.0,200.0,640.0,110.0,180.0,650.0,100.0,660.0,220.0,1760.0,690.0,94.0,990.0,480.0,431.0,1350.0,130.0,480.0,100.0,680.0,3640.0,50.0,70.0,610.0,430.0,110.0,550.0,61.0,15.0,560.0,7.0
"Relay work orders, messages, or information to or from work crews, supervisors, or field inspectors, using telephones or two-way radios.",relay work orders messages or information to or from work crews supervisors or field inspectors using telephones or twoway radios,Relay information between personnel.,Communicate with others about operational plans or activities.,"Communicating with Supervisors, Peers, or Subordinates","Dispatchers, Except Police, Fire, and Ambulance",dispatchers except police fire and ambulance,43-5032.00,"Dispatchers, Except Police, Fire, and Ambulance",43-5032,43-5032.00,Dispatchers,"Material Recording, Scheduling, Dispatching, and Distributing Workers",Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.8378,False,4.925400000000001,4.62,88.53,0.3738853503184714,0.1,E2,E1,50340.0,48790.0,56730.0,47880.0,47130.0,52350.0,54070.0,47960.0,57170.0,72260.0,45880.0,49180.0,52570.0,49660.0,57240.0,50060.0,47000.0,47170.0,49990.0,47050.0,55150.0,51350.0,55690.0,49490.0,59220.0,45660.0,51410.0,47140.0,53880.0,47920.0,52770.0,54590.0,43960.0,55810.0,48230.0,57580.0,50320.0,44950.0,54980.0,49960.0,49320.0,47550.0,43920.0,49660.0,47320.0,51010.0,56360.0,50710.0,59330.0,46620.0,52350.0,48690.0,39630.0,24750.0,33870.0,202810.0,1780.0,570.0,5690.0,1780.0,23970.0,3470.0,2220.0,670.0,300.0,12550.0,6190.0,950.0,1430.0,7901.0,4090.0,1460.0,1670.0,2440.0,2980.0,670.0,3310.0,3510.0,5390.0,2760.0,2000.0,4340.0,810.0,1500.0,2840.0,710.0,6420.0,1350.0,11160.0,5740.0,600.0,5720.0,2180.0,3290.0,6670.0,530.0,2440.0,860.0,4190.0,23920.0,2040.0,260.0,5830.0,4920.0,880.0,3240.0,240.0,130.0,740.0,30.0
"Report and document safety hazards, potentially hazardous conditions, and unsafe practices and procedures.",report and document safety hazards potentially hazardous conditions and unsafe practices and procedures,Prepare operational reports or records.,Prepare reports of operational or procedural activities.,Documenting/Recording Information,"Locker Room, Coatroom, and Dressing Room Attendants",locker room coatroom and dressing room attendants,39-3093.00,"Locker Room, Coatroom, and Dressing Room Attendants",39-3093,39-3093.00,Miscellaneous Entertainment Attendants and Related Workers,Entertainment Attendants and Related Workers,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.857019064124783,False,0.44918,3.46,63.33,0.0550933638835949,0.2,E2,E0,36300.0,26440.0,26350.0,36400.0,27180.0,46560.0,37690.0,40260.0,36300.0,50440.0,35290.0,33430.0,51100.0,36300.0,38890.0,26320.0,23720.0,28520.0,36300.0,36300.0,35620.0,38840.0,40770.0,29640.0,29710.0,36300.0,30680.0,50370.0,36300.0,36620.0,34330.0,36650.0,36300.0,37420.0,33140.0,36300.0,28960.0,21590.0,37520.0,38460.0,41250.0,33250.0,36300.0,36300.0,34100.0,23660.0,36300.0,38010.0,47500.0,36300.0,28540.0,36300.0,36300.0,36300.0,36300.0,15560.0,60.0,150.0,650.0,50.0,2620.0,80.0,110.0,48.0,40.0,1030.0,90.0,190.0,85.0,800.0,90.0,280.0,80.0,199.0,192.0,90.0,320.0,190.0,1170.0,390.0,116.0,540.0,30.0,102.0,510.0,68.0,300.0,87.0,2250.0,340.0,43.0,480.0,200.0,196.0,580.0,70.0,140.0,45.0,326.0,590.0,190.0,30.0,120.0,60.0,70.0,260.0,28.0,7.0,93.0,3.0
"Report and document safety hazards, potentially hazardous conditions, and unsafe practices and procedures.",report and document safety hazards potentially hazardous conditions and unsafe practices and procedures,Communicate with management or other staff to resolve problems.,Coordinate with others to resolve problems.,"Communicating with Supervisors, Peers, or Subordinates","Locker Room, Coatroom, and Dressing Room Attendants",locker room coatroom and dressing room attendants,39-3093.00,"Locker Room, Coatroom, and Dressing Room Attendants",39-3093,39-3093.00,Miscellaneous Entertainment Attendants and Related Workers,Entertainment Attendants and Related Workers,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.857019064124783,False,0.44918,3.46,63.33,0.0550933638835949,0.2,E2,E0,36300.0,26440.0,26350.0,36400.0,27180.0,46560.0,37690.0,40260.0,36300.0,50440.0,35290.0,33430.0,51100.0,36300.0,38890.0,26320.0,23720.0,28520.0,36300.0,36300.0,35620.0,38840.0,40770.0,29640.0,29710.0,36300.0,30680.0,50370.0,36300.0,36620.0,34330.0,36650.0,36300.0,37420.0,33140.0,36300.0,28960.0,21590.0,37520.0,38460.0,41250.0,33250.0,36300.0,36300.0,34100.0,23660.0,36300.0,38010.0,47500.0,36300.0,28540.0,36300.0,36300.0,36300.0,36300.0,15560.0,60.0,150.0,650.0,50.0,2620.0,80.0,110.0,48.0,40.0,1030.0,90.0,190.0,85.0,800.0,90.0,280.0,80.0,199.0,192.0,90.0,320.0,190.0,1170.0,390.0,116.0,540.0,30.0,102.0,510.0,68.0,300.0,87.0,2250.0,340.0,43.0,480.0,200.0,196.0,580.0,70.0,140.0,45.0,326.0,590.0,190.0,30.0,120.0,60.0,70.0,260.0,28.0,7.0,93.0,3.0
"Report delays, accidents, or other traffic and transportation situations, using telephones or mobile two-way radios.",report delays accidents or other traffic and transportation situations using telephones or mobile twoway radios,"Notify others of emergencies, problems, or hazards.",Notify others of emergencies or problems.,"Communicating with Supervisors, Peers, or Subordinates","Bus Drivers, School or Special Client",bus drivers school or special client,53-3022.00,"Bus Drivers, School",53-3051,53-3051.00,Passenger Vehicle Drivers,Motor Vehicle Operators,Transportation and Material Moving Occupations,2026-05-31,0.0015264620679829,4.965529370383398,True,1.5273934615384617,4.17,100.0,0.1343084722222222,0.1,E2,E1,42605.0,24295.0,47000.0,41445.0,37620.0,52885.0,46820.0,50030.0,40135.0,50575.0,39675.0,39530.0,54700.0,41220.0,43340.0,40400.0,39450.0,40265.0,39205.0,30045.0,43350.0,48100.0,54380.0,41355.0,44375.0,28770.0,41965.0,41420.0,41520.0,36725.0,42540.0,49450.0,40220.0,50400.0,34720.0,44175.0,39695.0,34755.0,44290.0,40880.0,47500.0,35195.0,38020.0,38980.0,40045.0,45390.0,49425.0,44430.0,54015.0,30655.0,40880.0,39530.0,34330.0,24920.0,37710.0,325730.0,6130.0,875.0,5320.0,3125.0,23270.0,4275.0,5690.0,1115.0,475.0,14480.0,11345.0,1560.0,2035.0,14535.0,8295.0,3360.0,3755.0,4725.0,4405.0,1430.0,7250.0,10975.0,7325.0,9805.0,2470.0,6835.0,1110.0,1950.0,3025.0,1630.0,11500.0,1680.0,28225.0,8955.0,1095.0,7995.0,2490.0,4360.0,19040.0,1295.0,4200.0,955.0,5145.0,25395.0,1490.0,665.0,10345.0,7220.0,2845.0,7330.0,960.0,110.0,1455.0,60.0
"Report delays, accidents, or other traffic and transportation situations, using telephones or mobile two-way radios.",report delays accidents or other traffic and transportation situations using telephones or mobile twoway radios,"Notify others of emergencies, problems, or hazards.",Notify others of emergencies or problems.,"Communicating with Supervisors, Peers, or Subordinates","Bus Drivers, School or Special Client",bus drivers school or special client,53-3022.00,Shuttle Drivers and Chauffeurs,53-3053,53-3053.00,Passenger Vehicle Drivers,Motor Vehicle Operators,Transportation and Material Moving Occupations,2026-05-31,0.0015264620679829,4.965529370383398,False,1.9656753846153845,4.4,95.32,0.1693091213340038,0.1,E2,E1,42605.0,24295.0,47000.0,41445.0,37620.0,52885.0,46820.0,50030.0,40135.0,50575.0,39675.0,39530.0,54700.0,41220.0,43340.0,40400.0,39450.0,40265.0,39205.0,30045.0,43350.0,48100.0,54380.0,41355.0,44375.0,28770.0,41965.0,41420.0,41520.0,36725.0,42540.0,49450.0,40220.0,50400.0,34720.0,44175.0,39695.0,34755.0,44290.0,40880.0,47500.0,35195.0,38020.0,38980.0,40045.0,45390.0,49425.0,44430.0,54015.0,30655.0,40880.0,39530.0,34330.0,24920.0,37710.0,325730.0,6130.0,875.0,5320.0,3125.0,23270.0,4275.0,5690.0,1115.0,475.0,14480.0,11345.0,1560.0,2035.0,14535.0,8295.0,3360.0,3755.0,4725.0,4405.0,1430.0,7250.0,10975.0,7325.0,9805.0,2470.0,6835.0,1110.0,1950.0,3025.0,1630.0,11500.0,1680.0,28225.0,8955.0,1095.0,7995.0,2490.0,4360.0,19040.0,1295.0,4200.0,955.0,5145.0,25395.0,1490.0,665.0,10345.0,7220.0,2845.0,7330.0,960.0,110.0,1455.0,60.0
Report delays or accidents.,report delays or accidents,"Notify others of emergencies, problems, or hazards.",Notify others of emergencies or problems.,"Communicating with Supervisors, Peers, or Subordinates","Bus Drivers, Transit and Intercity",bus drivers transit and intercity,53-3021.00,"Bus Drivers, Transit and Intercity",53-3052,53-3052.00,Passenger Vehicle Drivers,Motor Vehicle Operators,Transportation and Material Moving Occupations,2026-05-31,0.0030529241359659,4.876803077251844,False,1.9729796153846155,4.23,98.95,0.1652520022455846,0.1,E2,E1,59050.0,37700.0,64150.0,53870.0,37520.0,67130.0,63010.0,60100.0,60510.0,55580.0,48300.0,45500.0,68500.0,49000.0,65200.0,58410.0,45890.0,41340.0,54550.0,48860.0,57870.0,65220.0,65460.0,47660.0,50200.0,38570.0,60660.0,45640.0,45120.0,61700.0,54830.0,61140.0,45610.0,84480.0,44060.0,48890.0,62760.0,50300.0,65510.0,51360.0,48610.0,43330.0,41590.0,47770.0,48740.0,50730.0,53830.0,52940.0,72280.0,39260.0,52660.0,45630.0,59050.0,32230.0,59050.0,159240.0,960.0,250.0,3240.0,570.0,24380.0,3540.0,1830.0,380.0,150.0,9130.0,3700.0,2190.0,520.0,8650.0,2130.0,1560.0,430.0,2570.0,1490.0,470.0,4890.0,3970.0,3620.0,2610.0,400.0,1860.0,450.0,460.0,2540.0,300.0,6420.0,580.0,16770.0,2900.0,250.0,4000.0,1760.0,2620.0,4710.0,70.0,630.0,410.0,1970.0,11600.0,1230.0,440.0,3800.0,6960.0,520.0,2220.0,130.0,68.0,510.0,33.0
Report equipment problems and ensure that required repairs are made.,report equipment problems and ensure that required repairs are made,Notify others of equipment problems.,Notify others of emergencies or problems.,"Communicating with Supervisors, Peers, or Subordinates",Sound Engineering Technicians,sound engineering technicians,27-4014.00,Sound Engineering Technicians,27-4014,27-4014.00,"Broadcast, Sound, and Lighting Technicians",Media and Communication Equipment Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.953678807137619,False,0.4113646153846154,4.5,92.0,0.0351386354976375,0.1,E2,E0,73130.0,73130.0,73130.0,66350.0,73130.0,78150.0,60630.0,72800.0,73130.0,106630.0,70360.0,77010.0,73130.0,54970.0,73130.0,73130.0,57400.0,62710.0,74100.0,55530.0,48380.0,79990.0,63250.0,51840.0,73130.0,73130.0,61750.0,57600.0,63810.0,84570.0,65630.0,115190.0,45690.0,87510.0,49150.0,73130.0,64030.0,73130.0,73130.0,49490.0,73130.0,45240.0,73130.0,60500.0,54370.0,36400.0,73130.0,49920.0,73130.0,73130.0,46780.0,73130.0,73130.0,35180.0,73130.0,13080.0,177.0,27.0,130.0,109.0,4060.0,170.0,60.0,41.0,90.0,590.0,200.0,30.0,40.0,570.0,50.0,60.0,30.0,60.0,162.0,40.0,160.0,200.0,200.0,400.0,97.0,190.0,50.0,50.0,170.0,30.0,290.0,50.0,2050.0,170.0,36.0,464.0,143.0,150.0,160.0,42.0,193.0,38.0,510.0,830.0,210.0,25.0,120.0,160.0,59.0,90.0,23.0,6.0,70.0,3.0
"Report on specialized fields such as medicine, green technology, environmental issues, science, politics, sports, arts, consumer affairs, business, religion, crime, or education.",report on specialized fields such as medicine green technology environmental issues science politics sports arts consumer affairs business religion crime or education,Gather information for news stories.,Gather information for news stories.,Getting Information,Broadcast News Analysts,broadcast news analysts,27-3021.00,"News Analysts, Reporters, and Journalists",27-3023,27-3023.00,"News Analysts, Reporters and Journalists",Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,5.0,False,0.7049,4.0,100.0,0.0556778131710638,0.1,E2,E2,62200.0,43440.0,43820.0,43100.0,37450.0,62200.0,60770.0,61620.0,55600.0,105390.0,58730.0,81910.0,56730.0,51190.0,60590.0,47610.0,43540.0,45870.0,47530.0,50750.0,50090.0,63680.0,62200.0,62760.0,46490.0,45240.0,46920.0,47960.0,40420.0,78550.0,48450.0,59830.0,54610.0,100770.0,58670.0,43420.0,47880.0,48210.0,49200.0,62200.0,74570.0,47940.0,43520.0,62390.0,48470.0,61880.0,46970.0,62140.0,54760.0,35280.0,57530.0,36040.0,62200.0,44870.0,62200.0,39250.0,530.0,90.0,450.0,260.0,4140.0,590.0,470.0,70.0,1720.0,2490.0,1520.0,120.0,220.0,1060.0,530.0,590.0,400.0,370.0,410.0,250.00000000000003,580.0,810.0,960.0,510.0,310.0,480.0,290.0,350.0,370.0,90.0,500.00000000000006,170.0,5750.0,930.0,160.0,1340.0,400.0,410.0,1160.0,150.0,480.0,190.0,600.0,2670.0,240.0,90.0,1110.0,880.0,190.0,740.0,80.0,17.0,220.0,8.0
"Report on specialized fields such as medicine, green technology, environmental issues, science, politics, sports, arts, consumer affairs, business, religion, crime, or education.",report on specialized fields such as medicine green technology environmental issues science politics sports arts consumer affairs business religion crime or education,Report news to the public.,Provide information or assistance to the public.,Communicating with People Outside the Organization,Broadcast News Analysts,broadcast news analysts,27-3021.00,"News Analysts, Reporters, and Journalists",27-3023,27-3023.00,"News Analysts, Reporters and Journalists",Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,5.0,False,0.7049,4.0,100.0,0.0556778131710638,0.1,E2,E2,62200.0,43440.0,43820.0,43100.0,37450.0,62200.0,60770.0,61620.0,55600.0,105390.0,58730.0,81910.0,56730.0,51190.0,60590.0,47610.0,43540.0,45870.0,47530.0,50750.0,50090.0,63680.0,62200.0,62760.0,46490.0,45240.0,46920.0,47960.0,40420.0,78550.0,48450.0,59830.0,54610.0,100770.0,58670.0,43420.0,47880.0,48210.0,49200.0,62200.0,74570.0,47940.0,43520.0,62390.0,48470.0,61880.0,46970.0,62140.0,54760.0,35280.0,57530.0,36040.0,62200.0,44870.0,62200.0,39250.0,530.0,90.0,450.0,260.0,4140.0,590.0,470.0,70.0,1720.0,2490.0,1520.0,120.0,220.0,1060.0,530.0,590.0,400.0,370.0,410.0,250.00000000000003,580.0,810.0,960.0,510.0,310.0,480.0,290.0,350.0,370.0,90.0,500.00000000000006,170.0,5750.0,930.0,160.0,1340.0,400.0,410.0,1160.0,150.0,480.0,190.0,600.0,2670.0,240.0,90.0,1110.0,880.0,190.0,740.0,80.0,17.0,220.0,8.0
"Report overpayments, underpayments, and other irregularities.",report overpayments underpayments and other irregularities,Report information to managers or other personnel.,Communicate with others about operational plans or activities.,"Communicating with Supervisors, Peers, or Subordinates","Claims Adjusters, Examiners, and Investigators",claims adjusters examiners and investigators,13-1031.00,"Claims Adjusters, Examiners, and Investigators",13-1031,13-1031.00,"Claims Adjusters, Appraisers, Examiners, and Investigators",Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.8889000000000005,False,0.5252361538461539,3.81,73.24,0.0352605959080446,0.1,E2,E2,78000.0,79710.0,87670.0,65110.0,73920.0,91790.0,77620.0,88330.0,72370.0,101150.0,76920.0,73320.0,79080.0,77340.0,77010.0,73560.0,72640.0,77290.0,73840.0,65220.0,78590.0,95560.0,83740.0,78850.0,78350.0,77100.0,75840.0,63860.0,75830.0,62730.0,83890.0,95690.0,67930.0,87130.0,75310.0,65460.0,67990.0,71260.0,81640.0,77290.0,86520.0,75370.0,78900.0,78010.0,78800.0,69000.0,83970.0,74240.0,80700.0,67290.0,78160.0,76400.0,50560.0,45970.0,60050.0,324230.0,4040.0,220.0,13830.0,2660.0,24290.0,5680.0,3190.0,1004.0,360.0,28100.0,10127.0,900.0,1320.0,14210.0,4340.0,3930.0,4570.0,3670.0,3340.0,1650.0,5723.0,5070.0,6640.0,5530.0,2409.0,6200.0,1230.0,3160.0,3214.0,880.0,9650.0,1280.0,17330.0,9880.0,750.0,13650.0,4140.0,2950.0,13270.0,1150.0,4130.0,1030.0,6390.0,29220.0,2440.0,280.0,7860.0,6180.0,1340.0,8760.0,180.0,80.0,2730.0,30.0
"Report project plans, progress, and results.",report project plans progress and results,Report information to managers or other personnel.,Communicate with others about operational plans or activities.,"Communicating with Supervisors, Peers, or Subordinates",Logisticians,logisticians,13-1081.00,Logisticians,13-1081,13-1081.00,Logisticians and Project Management Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0339213792885103,4.832466406588643,False,0.4736184615384615,3.92,100.0,0.068215800344234,0.2,E2,E1,82320.0,98450.0,87280.0,77620.0,78400.0,92890.0,96090.0,85450.0,96090.0,104770.0,76410.0,77570.0,100340.0,73920.0,80100.0,77670.0,78740.0,69520.0,68420.0,75230.0,77780.0,102700.0,100360.0,83200.0,82320.0,75160.0,78350.0,81270.0,65370.0,79600.0,81270.0,92280.0,98430.0,88240.0,80780.0,72800.0,83460.0,86600.0,83180.0,79340.0,76180.0,80330.0,80020.0,71280.0,75480.0,83300.0,83560.0,98920.0,107250.0,71590.0,73180.0,85550.0,65440.0,54380.0,68790.0,73990.0,4589.0,469.0,4244.0,1963.0,29126.0,3970.0,1945.0,460.0,1194.0,13281.0,11123.0,504.0,504.0,12529.0,3890.0,2193.0,1574.0,2290.0,1512.0,504.0,6048.0,4642.0,9081.0,3051.0,1379.0,3042.0,248.0,1326.0,1141.0,610.0,5553.0,752.0,6128.0,6950.0,274.0,7949.0,3387.0,2803.0,8824.0,486.0,4642.0,186.0,4412.0,18595.0,3325.0,230.0,9320.0,5013.0,522.0,4545.0,106.0,115.0,981.0,35.0
"Report project status, such as budget, resources, technical issues, or customer satisfaction, to managers.",report project status such as budget resources technical issues or customer satisfaction to managers,Report information to managers or other personnel.,Communicate with others about operational plans or activities.,"Communicating with Supervisors, Peers, or Subordinates","Managers, All Other",managers all other,11-9199.00,Project Management Specialists,13-1082,13-1082.00,Logisticians and Project Management Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0452285057180138,4.880116959064328,False,0.310428006993007,4.086363636363637,82.93454545454546,0.1260928878051919,0.4625365613463374,E2,E2,95304.6153846154,90272.30769230767,90693.84615384616,92126.92307692308,68699.23076923077,108183.84615384616,106034.6153846154,96861.53846153848,113917.57396449705,107678.46153846152,93593.07692307692,96395.3846153846,78972.30769230769,95442.30769230767,95420.76923076923,85093.84615384616,87856.92307692308,90773.07692307692,81216.92307692308,77939.23076923077,95968.46153846152,97018.46153846152,106577.69230769233,90176.15384615384,100875.3846153846,75423.84615384616,91263.07692307692,90171.4201183432,74956.15384615384,94533.84615384616,87566.92307692308,112706.15384615384,103380.65088757395,114070.76923076923,93795.3846153846,95896.8047337278,84283.84615384616,83833.84615384616,97086.15384615384,90562.30769230767,99778.46153846152,90138.46153846152,80326.92307692308,81163.84615384616,92304.6153846154,91390.76923076923,84344.61538461539,106673.84615384616,115738.46153846152,78096.92307692308,91290.76923076923,92452.30769230767,75965.26627218934,58864.61538461538,81413.72781065089,750150.0000000001,2266.923076923077,1386.923076923077,16138.46153846154,3885.384615384616,81340.0,22713.07692307692,5862.307692307692,1940.1538461538464,3588.4615384615386,53677.69230769231,20263.07692307692,1095.3846153846157,4014.6153846153848,19820.000000000004,8391.538461538461,4843.076923076923,4205.384615384615,7188.461538461538,5600.769230769231,1835.384615384616,21425.384615384617,15520.0,18050.0,13197.692307692309,3018.4615384615386,14970.76923076923,2789.846153846154,2303.846153846154,5865.384615384616,2710.7692307692305,20287.69230769231,3022.3076923076924,47500.0,25430.76923076923,2031.692307692308,24112.30769230769,7798.461538461539,13703.076923076922,25402.30769230769,2698.4615384615386,11932.307692307691,956.1538461538462,14552.307692307691,97089.23076923077,11502.307692307691,906.9230769230768,30460.0,25283.07692307692,1775.3846153846152,15013.076923076924,838.4615384615385,375.0769230769231,1650.0,109.6923076923077
"Report results of statistical analyses, including information in the form of graphs, charts, and tables.",report results of statistical analyses including information in the form of graphs charts and tables,Prepare graphics or other visual representations of information.,Create visual designs or displays.,Thinking Creatively,Statisticians,statisticians,15-2041.00,Statisticians,15-2041,15-2041.00,Statisticians,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.579743538369064,False,1.3391984615384611,4.52,100.0,0.1097862951251646,0.1,E2,E2,105650.0,76400.0,105650.0,79640.0,105720.0,135960.0,109660.0,102860.0,109570.0,140670.0,108040.0,115150.0,76780.0,105650.0,119760.0,109300.0,80150.0,111780.0,112520.0,76400.0,85680.0,132620.0,96710.0,102710.0,105650.0,64670.0,66330.0,105650.0,83480.0,79750.0,96080.0,118280.0,84330.0,136020.0,115690.0,75890.0,98190.0,89540.0,93620.0,93830.0,102620.0,65450.0,105650.0,98230.0,102960.0,88610.0,82210.0,114920.0,105650.0,84660.0,107150.0,105650.0,105650.0,49730.0,105650.0,18186.0,251.0,100.0,551.0,714.0,3107.0,977.0,614.0,88.0,689.0,689.0,576.0,113.0,200.0,601.0,288.0,313.0,100.0,100.0,88.0,100.0,3420.0,3107.0,714.0,977.0,100.0,852.0,59.0,175.0,63.0,88.0,1103.0,288.0,1529.0,1503.0,50.0,727.0,63.0,752.0,2042.0,50.0,301.0,53.0,664.0,1742.0,376.0,35.0,902.0,3709.0,113.0,313.0,33.0,8.0,288.0,4.0
"Report results of statistical analyses, including information in the form of graphs, charts, and tables.",report results of statistical analyses including information in the form of graphs charts and tables,Prepare analytical reports.,Present research or technical information.,Documenting/Recording Information,Statisticians,statisticians,15-2041.00,Statisticians,15-2041,15-2041.00,Statisticians,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.579743538369064,False,1.3391984615384611,4.52,100.0,0.1097862951251646,0.1,E2,E2,105650.0,76400.0,105650.0,79640.0,105720.0,135960.0,109660.0,102860.0,109570.0,140670.0,108040.0,115150.0,76780.0,105650.0,119760.0,109300.0,80150.0,111780.0,112520.0,76400.0,85680.0,132620.0,96710.0,102710.0,105650.0,64670.0,66330.0,105650.0,83480.0,79750.0,96080.0,118280.0,84330.0,136020.0,115690.0,75890.0,98190.0,89540.0,93620.0,93830.0,102620.0,65450.0,105650.0,98230.0,102960.0,88610.0,82210.0,114920.0,105650.0,84660.0,107150.0,105650.0,105650.0,49730.0,105650.0,18186.0,251.0,100.0,551.0,714.0,3107.0,977.0,614.0,88.0,689.0,689.0,576.0,113.0,200.0,601.0,288.0,313.0,100.0,100.0,88.0,100.0,3420.0,3107.0,714.0,977.0,100.0,852.0,59.0,175.0,63.0,88.0,1103.0,288.0,1529.0,1503.0,50.0,727.0,63.0,752.0,2042.0,50.0,301.0,53.0,664.0,1742.0,376.0,35.0,902.0,3709.0,113.0,313.0,33.0,8.0,288.0,4.0
"Report to management about asset utilization and audit results, and recommend changes in operations and financial activities.",report to management about asset utilization and audit results and recommend changes in operations and financial activities,Report information to managers or other personnel.,Communicate with others about operational plans or activities.,"Communicating with Supervisors, Peers, or Subordinates",Accountants and Auditors,accountants and auditors,13-2011.00,Accountants and Auditors,13-2011,13-2011.00,Accountants and Auditors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.9091000000000005,False,0.1064373076923076,4.55,95.24,0.0513164763915247,0.7999999999999999,E1,E2,83680.0,74880.0,83460.0,79970.0,66330.0,97050.0,97030.0,97550.0,95020.0,111530.0,79250.0,81900.0,74500.0,74730.0,80230.0,77720.0,77440.0,79000.0,75270.0,73810.0,77480.0,89370.0,99460.0,78820.0,81600.0,68100.0,76590.0,75810.0,72080.0,81600.0,83470.0,100830.0,78580.0,102640.0,82050.0,75730.0,79320.0,79370.0,85800.0,79000.0,95820.0,76560.0,78880.0,76840.0,80920.0,79990.0,78890.0,93290.0,96550.0,73320.0,79400.0,77620.0,50410.0,43530.0,59060.0,1449500.0,24300.0,2190.0,27410.0,7870.0,175360.0,35410.0,16770.0,6570.0,9810.0,91000.0,44020.0,4670.0,5570.0,54930.0,25660.0,13210.0,13610.0,11930.0,14050.0,3860.0,26170.0,46230.0,41460.0,30530.0,7350.0,28000.0,4730.0,10340.0,6930.0,7000.0,42250.0,6300.0,109830.0,49270.0,4430.0,50440.0,16720.0,14920.0,54290.0,6570.0,15270.0,5820.0,27340.0,116470.0,15490.0,2630.0,47100.0,34740.0,4900.0,25100.0,2670.0,610.0,12370.0,340.0
"Report to management about asset utilization and audit results, and recommend changes in operations and financial activities.",report to management about asset utilization and audit results and recommend changes in operations and financial activities,Advise others on business or operational matters.,Advise others on business or operational matters.,Providing Consultation and Advice to Others,Accountants and Auditors,accountants and auditors,13-2011.00,Accountants and Auditors,13-2011,13-2011.00,Accountants and Auditors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.9091000000000005,False,0.1064373076923076,4.55,95.24,0.0513164763915247,0.7999999999999999,E1,E2,83680.0,74880.0,83460.0,79970.0,66330.0,97050.0,97030.0,97550.0,95020.0,111530.0,79250.0,81900.0,74500.0,74730.0,80230.0,77720.0,77440.0,79000.0,75270.0,73810.0,77480.0,89370.0,99460.0,78820.0,81600.0,68100.0,76590.0,75810.0,72080.0,81600.0,83470.0,100830.0,78580.0,102640.0,82050.0,75730.0,79320.0,79370.0,85800.0,79000.0,95820.0,76560.0,78880.0,76840.0,80920.0,79990.0,78890.0,93290.0,96550.0,73320.0,79400.0,77620.0,50410.0,43530.0,59060.0,1449500.0,24300.0,2190.0,27410.0,7870.0,175360.0,35410.0,16770.0,6570.0,9810.0,91000.0,44020.0,4670.0,5570.0,54930.0,25660.0,13210.0,13610.0,11930.0,14050.0,3860.0,26170.0,46230.0,41460.0,30530.0,7350.0,28000.0,4730.0,10340.0,6930.0,7000.0,42250.0,6300.0,109830.0,49270.0,4430.0,50440.0,16720.0,14920.0,54290.0,6570.0,15270.0,5820.0,27340.0,116470.0,15490.0,2630.0,47100.0,34740.0,4900.0,25100.0,2670.0,610.0,12370.0,340.0
"Report to management about asset utilization and audit results, and recommend changes in operations and financial activities.",report to management about asset utilization and audit results and recommend changes in operations and financial activities,Advise others on financial matters.,Advise others on financial matters.,Providing Consultation and Advice to Others,Accountants and Auditors,accountants and auditors,13-2011.00,Accountants and Auditors,13-2011,13-2011.00,Accountants and Auditors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.9091000000000005,False,0.1064373076923076,4.55,95.24,0.0513164763915247,0.7999999999999999,E1,E2,83680.0,74880.0,83460.0,79970.0,66330.0,97050.0,97030.0,97550.0,95020.0,111530.0,79250.0,81900.0,74500.0,74730.0,80230.0,77720.0,77440.0,79000.0,75270.0,73810.0,77480.0,89370.0,99460.0,78820.0,81600.0,68100.0,76590.0,75810.0,72080.0,81600.0,83470.0,100830.0,78580.0,102640.0,82050.0,75730.0,79320.0,79370.0,85800.0,79000.0,95820.0,76560.0,78880.0,76840.0,80920.0,79990.0,78890.0,93290.0,96550.0,73320.0,79400.0,77620.0,50410.0,43530.0,59060.0,1449500.0,24300.0,2190.0,27410.0,7870.0,175360.0,35410.0,16770.0,6570.0,9810.0,91000.0,44020.0,4670.0,5570.0,54930.0,25660.0,13210.0,13610.0,11930.0,14050.0,3860.0,26170.0,46230.0,41460.0,30530.0,7350.0,28000.0,4730.0,10340.0,6930.0,7000.0,42250.0,6300.0,109830.0,49270.0,4430.0,50440.0,16720.0,14920.0,54290.0,6570.0,15270.0,5820.0,27340.0,116470.0,15490.0,2630.0,47100.0,34740.0,4900.0,25100.0,2670.0,610.0,12370.0,340.0
Report to management regarding the finances of establishment.,report to management regarding the finances of establishment,Report information to managers or other personnel.,Communicate with others about operational plans or activities.,"Communicating with Supervisors, Peers, or Subordinates",Accountants and Auditors,accountants and auditors,13-2011.00,Accountants and Auditors,13-2011,13-2011.00,Accountants and Auditors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.909052895672173,False,0.590483076923077,4.03,85.77,0.2258577349561359,0.6,E2,E2,83680.0,74880.0,83460.0,79970.0,66330.0,97050.0,97030.0,97550.0,95020.0,111530.0,79250.0,81900.0,74500.0,74730.0,80230.0,77720.0,77440.0,79000.0,75270.0,73810.0,77480.0,89370.0,99460.0,78820.0,81600.0,68100.0,76590.0,75810.0,72080.0,81600.0,83470.0,100830.0,78580.0,102640.0,82050.0,75730.0,79320.0,79370.0,85800.0,79000.0,95820.0,76560.0,78880.0,76840.0,80920.0,79990.0,78890.0,93290.0,96550.0,73320.0,79400.0,77620.0,50410.0,43530.0,59060.0,1449500.0,24300.0,2190.0,27410.0,7870.0,175360.0,35410.0,16770.0,6570.0,9810.0,91000.0,44020.0,4670.0,5570.0,54930.0,25660.0,13210.0,13610.0,11930.0,14050.0,3860.0,26170.0,46230.0,41460.0,30530.0,7350.0,28000.0,4730.0,10340.0,6930.0,7000.0,42250.0,6300.0,109830.0,49270.0,4430.0,50440.0,16720.0,14920.0,54290.0,6570.0,15270.0,5820.0,27340.0,116470.0,15490.0,2630.0,47100.0,34740.0,4900.0,25100.0,2670.0,610.0,12370.0,340.0
Request and review project updates to ensure deadlines are met.,request and review project updates to ensure deadlines are met,Gather organizational performance information.,Gather data about operational or development activities.,Getting Information,"Managers, All Other",managers all other,11-9199.00,Project Management Specialists,13-1082,13-1082.00,Logisticians and Project Management Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.852850198851083,False,0.205579423076923,3.942,82.058,0.5363765120658774,1.901966244829644,E2,E2,95304.6153846154,90272.30769230767,90693.84615384616,92126.92307692308,68699.23076923077,108183.84615384616,106034.6153846154,96861.53846153848,113917.57396449705,107678.46153846152,93593.07692307692,96395.3846153846,78972.30769230769,95442.30769230767,95420.76923076923,85093.84615384616,87856.92307692308,90773.07692307692,81216.92307692308,77939.23076923077,95968.46153846152,97018.46153846152,106577.69230769233,90176.15384615384,100875.3846153846,75423.84615384616,91263.07692307692,90171.4201183432,74956.15384615384,94533.84615384616,87566.92307692308,112706.15384615384,103380.65088757395,114070.76923076923,93795.3846153846,95896.8047337278,84283.84615384616,83833.84615384616,97086.15384615384,90562.30769230767,99778.46153846152,90138.46153846152,80326.92307692308,81163.84615384616,92304.6153846154,91390.76923076923,84344.61538461539,106673.84615384616,115738.46153846152,78096.92307692308,91290.76923076923,92452.30769230767,75965.26627218934,58864.61538461538,81413.72781065089,750150.0000000001,2266.923076923077,1386.923076923077,16138.46153846154,3885.384615384616,81340.0,22713.07692307692,5862.307692307692,1940.1538461538464,3588.4615384615386,53677.69230769231,20263.07692307692,1095.3846153846157,4014.6153846153848,19820.000000000004,8391.538461538461,4843.076923076923,4205.384615384615,7188.461538461538,5600.769230769231,1835.384615384616,21425.384615384617,15520.0,18050.0,13197.692307692309,3018.4615384615386,14970.76923076923,2789.846153846154,2303.846153846154,5865.384615384616,2710.7692307692305,20287.69230769231,3022.3076923076924,47500.0,25430.76923076923,2031.692307692308,24112.30769230769,7798.461538461539,13703.076923076922,25402.30769230769,2698.4615384615386,11932.307692307691,956.1538461538462,14552.307692307691,97089.23076923077,11502.307692307691,906.9230769230768,30460.0,25283.07692307692,1775.3846153846152,15013.076923076924,838.4615384615385,375.0769230769231,1650.0,109.6923076923077
"Research and analyze customer design proposals, specifications, manuals, or other data to evaluate the feasibility, cost, or maintenance requirements of designs or applications.",research and analyze customer design proposals specifications manuals or other data to evaluate the feasibility cost or maintenance requirements of designs or applications,Analyze design or requirements information for mechanical equipment or systems.,"Evaluate designs, specifications, or other technical data.",Analyzing Data or Information,Mechanical Engineers,mechanical engineers,17-2141.00,Mechanical Engineers,17-2141,17-2141.00,Mechanical Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.461522780552441,False,0.9935584615384616,3.61,91.99,0.2833509606045918,0.4,E2,E2,104110.0,100230.0,124340.0,100270.0,80180.0,130900.0,124430.0,105090.0,125130.0,133300.0,99980.0,100620.0,98740.0,93190.0,102680.0,99590.0,97700.0,86260.0,101050.0,119540.0,102430.0,122870.0,119300.0,104890.0,99140.0,98000.0,99330.0,94190.0,88060.0,102680.0,103660.0,112300.0,157710.0,102440.0,100720.0,86330.0,99100.0,101850.0,103470.0,97920.0,116230.0,104580.0,88380.0,99550.0,112410.0,102500.0,107330.0,104180.0,110430.0,97390.0,95870.0,117750.0,61510.0,72240.0,104110.0,122670.0,1656.0,314.0,4174.0,1165.0,25236.0,5943.0,3802.0,504.0,510.00000000000006,8878.0,4373.0,438.0,884.0,9746.0,7183.0,2868.0,3827.0,3447.0,1562.0,736.0,5414.0,7679.999999999999,28625.0,4869.0,1298.0,4025.0,413.0,785.0,1165.0,2281.0,3455.0,2240.0,7100.0,7902.0,653.0,11895.0,1876.0,2414.0,11200.0,1289.0,4778.0,463.0,3249.0,18251.0,2786.0,438.0,6175.0,6811.0,628.0,6175.0,190.0,116.0,405.0,30.0
"Research and analyze laws, regulations, policies, and precedent decisions to prepare for hearings and to determine conclusions.",research and analyze laws regulations policies and precedent decisions to prepare for hearings and to determine conclusions,Evaluate information related to legal matters in public or personal records.,Consult legal materials or public records.,Getting Information,"Administrative Law Judges, Adjudicators, and Hearing Officers",administrative law judges adjudicators and hearing officers,23-1021.00,"Administrative Law Judges, Adjudicators, and Hearing Officers",23-1021,23-1021.00,"Judges, Magistrates, and Other Judicial Workers","Lawyers, Judges, and Related Workers",Legal Occupations,2026-05-31,0.0113071264295034,4.620995365706226,False,1.7822938461538462,4.52,93.68,0.6546911284896803,0.5,E2,E2,117860.0,134810.0,117860.0,123240.0,63660.0,117860.0,121410.0,95310.0,56830.0,181060.0,115920.0,67990.0,106480.0,65050.0,104990.0,145290.0,123500.0,126570.0,117860.0,126440.0,75960.0,133460.0,113750.0,127420.0,126360.0,66310.0,129670.0,83910.0,117060.0,87240.0,117860.0,128320.0,80800.0,123170.0,129960.0,117860.0,79000.0,122930.0,89220.0,98010.0,117860.0,94880.0,117860.0,107740.0,100400.0,103380.0,117860.0,117860.0,122390.0,78870.0,132250.0,117860.0,117860.0,88530.0,117860.0,16370.0,70.0,34.0,300.0,340.0,1905.0,220.0,300.0,70.0,300.0,570.0,490.0,50.0,110.0,550.0,70.0,80.0,40.0,209.0,140.0,120.0,430.0,270.0,390.0,120.0,110.0,160.0,90.0,30.0,170.0,71.0,330.0,140.0,1400.0,260.0,45.0,690.0,90.0,480.0,800.0,52.0,130.0,48.0,380.0,1300.0,190.0,32.0,430.0,330.0,90.0,60.0,29.0,7.0,40.0,3.0
"Research and analyze laws, regulations, policies, and precedent decisions to prepare for hearings and to determine conclusions.",research and analyze laws regulations policies and precedent decisions to prepare for hearings and to determine conclusions,Research relevant legal materials to aid decision making.,Consult legal materials or public records.,Getting Information,"Administrative Law Judges, Adjudicators, and Hearing Officers",administrative law judges adjudicators and hearing officers,23-1021.00,"Administrative Law Judges, Adjudicators, and Hearing Officers",23-1021,23-1021.00,"Judges, Magistrates, and Other Judicial Workers","Lawyers, Judges, and Related Workers",Legal Occupations,2026-05-31,0.0113071264295034,4.620995365706226,False,1.7822938461538462,4.52,93.68,0.6546911284896803,0.5,E2,E2,117860.0,134810.0,117860.0,123240.0,63660.0,117860.0,121410.0,95310.0,56830.0,181060.0,115920.0,67990.0,106480.0,65050.0,104990.0,145290.0,123500.0,126570.0,117860.0,126440.0,75960.0,133460.0,113750.0,127420.0,126360.0,66310.0,129670.0,83910.0,117060.0,87240.0,117860.0,128320.0,80800.0,123170.0,129960.0,117860.0,79000.0,122930.0,89220.0,98010.0,117860.0,94880.0,117860.0,107740.0,100400.0,103380.0,117860.0,117860.0,122390.0,78870.0,132250.0,117860.0,117860.0,88530.0,117860.0,16370.0,70.0,34.0,300.0,340.0,1905.0,220.0,300.0,70.0,300.0,570.0,490.0,50.0,110.0,550.0,70.0,80.0,40.0,209.0,140.0,120.0,430.0,270.0,390.0,120.0,110.0,160.0,90.0,30.0,170.0,71.0,330.0,140.0,1400.0,260.0,45.0,690.0,90.0,480.0,800.0,52.0,130.0,48.0,380.0,1300.0,190.0,32.0,430.0,330.0,90.0,60.0,29.0,7.0,40.0,3.0
"Research and analyze laws, regulations, policies, and precedent decisions to prepare for hearings and to determine conclusions.",research and analyze laws regulations policies and precedent decisions to prepare for hearings and to determine conclusions,Identify implications for cases from legal precedents or other legal information.,"Research laws, precedents, or other legal data.",Analyzing Data or Information,"Administrative Law Judges, Adjudicators, and Hearing Officers",administrative law judges adjudicators and hearing officers,23-1021.00,"Administrative Law Judges, Adjudicators, and Hearing Officers",23-1021,23-1021.00,"Judges, Magistrates, and Other Judicial Workers","Lawyers, Judges, and Related Workers",Legal Occupations,2026-05-31,0.0113071264295034,4.620995365706226,False,1.7822938461538462,4.52,93.68,0.6546911284896803,0.5,E2,E2,117860.0,134810.0,117860.0,123240.0,63660.0,117860.0,121410.0,95310.0,56830.0,181060.0,115920.0,67990.0,106480.0,65050.0,104990.0,145290.0,123500.0,126570.0,117860.0,126440.0,75960.0,133460.0,113750.0,127420.0,126360.0,66310.0,129670.0,83910.0,117060.0,87240.0,117860.0,128320.0,80800.0,123170.0,129960.0,117860.0,79000.0,122930.0,89220.0,98010.0,117860.0,94880.0,117860.0,107740.0,100400.0,103380.0,117860.0,117860.0,122390.0,78870.0,132250.0,117860.0,117860.0,88530.0,117860.0,16370.0,70.0,34.0,300.0,340.0,1905.0,220.0,300.0,70.0,300.0,570.0,490.0,50.0,110.0,550.0,70.0,80.0,40.0,209.0,140.0,120.0,430.0,270.0,390.0,120.0,110.0,160.0,90.0,30.0,170.0,71.0,330.0,140.0,1400.0,260.0,45.0,690.0,90.0,480.0,800.0,52.0,130.0,48.0,380.0,1300.0,190.0,32.0,430.0,330.0,90.0,60.0,29.0,7.0,40.0,3.0
"Research and apply innovative solutions for product design, visuals, and user experience to meet the needs of individual Web development projects.",research and apply innovative solutions for product design visuals and user experience to meet the needs of individual web development projects,Conduct research to gain information about products or processes.,Research technology designs or applications.,Getting Information,Web Developers,web developers,15-1134.00,Web and Digital Interface Designers,15-1255,15-1255.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.1130712642950345,4.523368251410154,False,0.7843856610576924,3.630625,96.614375,0.2333333333333333,0.4690969619612205,E2,E2,98992.64705882352,72653.81487889274,83517.34429065743,88434.70588235294,77620.8910034602,128812.9411764706,91499.11764705884,90808.5294117647,86000.58823529411,110755.88235294116,87110.57958477509,97867.35294117648,98992.64705882352,70885.29411764706,85317.35294117648,71124.11764705883,66920.29411764706,71930.29411764706,79483.82352941176,76087.05882352941,98992.64705882352,103787.9411764706,106891.4705882353,88712.94117647059,90754.41176470587,70804.10899653978,85431.76470588235,70425.58823529411,72062.64705882352,81487.64705882352,96639.70588235294,95252.64705882352,59838.23529411765,111103.23529411764,97381.17647058824,67758.5294117647,90256.75605536332,77384.11764705883,85561.17647058824,96315.88235294116,102526.76470588236,79721.17647058824,77863.53806228373,68473.23529411765,95216.17647058824,100069.41176470587,92620.8910034602,99745.88235294116,130462.35294117648,74685.88235294117,93262.0588235294,67633.23529411765,61108.52076124567,47517.64705882353,98992.64705882352,62631.91176470588,482.9411764705882,74.11764705882354,898.2352941176471,468.1764705882353,18367.941176470587,2557.3529411764707,923.2352941176472,158.23529411764707,457.9411764705882,4334.558823529412,2226.470588235294,164.70588235294116,287.05882352941177,3047.058823529412,1027.6470588235293,559.7058823529412,332.3529411764706,448.8235294117647,311.1764705882353,287.3529411764705,1596.764705882353,2387.058823529412,1675.0,1378.8235294117646,212.35294117647047,1187.9411764705883,298.52941176470586,503.8235294117647,809.4117647058823,447.6470588235294,2205.2941176470586,169.11764705882354,11014.411764705885,2795.5882352941176,98.23529411764706,2153.823529411765,370.88235294117646,1190.294117647059,2312.6470588235293,222.7941176470588,760.2941176470589,274.3235294117647,2732.058823529412,5468.823529411765,1157.0588235294117,99.05882352941175,3137.058823529412,8425.588235294117,288.2352941176471,1012.3529411764706,83.52941176470588,28.676470588235293,221.1764705882353,13.0
"Research and apply innovative solutions for product design, visuals, and user experience to meet the needs of individual Web development projects.",research and apply innovative solutions for product design visuals and user experience to meet the needs of individual web development projects,Create images or other visual displays.,Create visual designs or displays.,Thinking Creatively,Web Developers,web developers,15-1134.00,Web and Digital Interface Designers,15-1255,15-1255.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.1130712642950345,4.523368251410154,False,0.7843856610576924,3.630625,96.614375,0.2333333333333333,0.4690969619612205,E2,E2,98992.64705882352,72653.81487889274,83517.34429065743,88434.70588235294,77620.8910034602,128812.9411764706,91499.11764705884,90808.5294117647,86000.58823529411,110755.88235294116,87110.57958477509,97867.35294117648,98992.64705882352,70885.29411764706,85317.35294117648,71124.11764705883,66920.29411764706,71930.29411764706,79483.82352941176,76087.05882352941,98992.64705882352,103787.9411764706,106891.4705882353,88712.94117647059,90754.41176470587,70804.10899653978,85431.76470588235,70425.58823529411,72062.64705882352,81487.64705882352,96639.70588235294,95252.64705882352,59838.23529411765,111103.23529411764,97381.17647058824,67758.5294117647,90256.75605536332,77384.11764705883,85561.17647058824,96315.88235294116,102526.76470588236,79721.17647058824,77863.53806228373,68473.23529411765,95216.17647058824,100069.41176470587,92620.8910034602,99745.88235294116,130462.35294117648,74685.88235294117,93262.0588235294,67633.23529411765,61108.52076124567,47517.64705882353,98992.64705882352,62631.91176470588,482.9411764705882,74.11764705882354,898.2352941176471,468.1764705882353,18367.941176470587,2557.3529411764707,923.2352941176472,158.23529411764707,457.9411764705882,4334.558823529412,2226.470588235294,164.70588235294116,287.05882352941177,3047.058823529412,1027.6470588235293,559.7058823529412,332.3529411764706,448.8235294117647,311.1764705882353,287.3529411764705,1596.764705882353,2387.058823529412,1675.0,1378.8235294117646,212.35294117647047,1187.9411764705883,298.52941176470586,503.8235294117647,809.4117647058823,447.6470588235294,2205.2941176470586,169.11764705882354,11014.411764705885,2795.5882352941176,98.23529411764706,2153.823529411765,370.88235294117646,1190.294117647059,2312.6470588235293,222.7941176470588,760.2941176470589,274.3235294117647,2732.058823529412,5468.823529411765,1157.0588235294117,99.05882352941175,3137.058823529412,8425.588235294117,288.2352941176471,1012.3529411764706,83.52941176470588,28.676470588235293,221.1764705882353,13.0
"Research and evaluate suppliers, based on price, quality, selection, service, support, availability, reliability, production and distribution capabilities, and the supplier's reputation and history.",research and evaluate suppliers based on price quality selection service support availability reliability production and distribution capabilities and the suppliers reputation and history,Obtain information about goods or services.,Obtain information about goods or services.,Getting Information,"Purchasing Agents, Except Wholesale, Retail, and Farm Products",purchasing agents except wholesale retail and farm products,13-1023.00,"Purchasing Agents, Except Wholesale, Retail, and Farm Products",13-1023,13-1023.00,Buyers and Purchasing Agents,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.885916919959473,False,0.4931184615384615,4.16,95.0,0.3637873167667606,0.9239655637831122,E2,E2,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,163810.0,2212.0,341.0,3390.0,1364.0,19060.0,3008.0,1775.0,507.0,735.0,10391.0,5116.0,657.0,897.0,6382.0,3350.0,1632.0,1504.0,2093.0,2025.0,670.0,2891.0,3807.0,4608.0,3087.0,1217.0,3073.0,535.0,1072.0,1624.0,715.0,4485.0,911.0,10138.0,5172.0,449.0,5808.0,1787.0,2059.0,6347.0,525.0,2412.0,479.0,3431.0,14725.0,1816.0,318.0,4300.0,3716.0,734.0,3078.0,294.0,70.0,982.0,34.0
Research and identify potential customers for products or services.,research and identify potential customers for products or services,Identify potential customers.,Identify business or organizational opportunities.,"Identifying Objects, Actions, and Events",Sales Engineers,sales engineers,41-9031.00,Sales Engineers,41-9031,41-9031.00,Sales Engineers,Other Sales and Related Workers,Sales and Related Occupations,2026-05-31,0.0452285057180138,4.9457928802589,False,0.5095142307692307,3.85,93.48,0.1571363271802787,0.4,E1,E2,124900.0,104410.0,71080.0,131870.0,130760.0,139160.0,139990.0,123660.0,167200.0,124900.0,125530.0,98840.0,124900.0,128030.0,99710.0,74960.0,83450.0,98000.0,90190.0,121680.0,95180.0,153410.0,136200.0,114180.0,100570.0,124900.0,90960.0,124900.0,90140.0,99020.0,107850.0,139010.0,119420.0,137480.0,121530.0,124900.0,97420.0,114520.0,128170.0,98500.0,149750.0,114250.0,119110.0,111580.0,130610.0,117650.0,116790.0,124900.0,147620.0,135260.0,117970.0,124900.0,124900.0,62970.0,124900.0,51790.0,220.0,108.0,1000.0,30.0,6310.0,2800.0,760.0,80.0,232.0,2410.0,1630.0,208.0,360.0,1150.0,980.0,310.0,220.0,380.0,640.0,140.0,850.0,3150.0,2290.0,990.0,90.0,710.0,169.0,130.0,320.0,300.0,1760.0,80.0,3150.0,2530.0,142.0,1210.0,290.0,540.0,1980.0,30.0,770.0,100.0,530.0,6800.0,480.0,101.0,1260.0,760.0,40.0,1300.0,93.0,22.0,70.0,11.0
Research and test new or modified hardware or software products to determine performance and interoperability.,research and test new or modified hardware or software products to determine performance and interoperability,Conduct research to gain information about products or processes.,Research technology designs or applications.,Getting Information,Computer Network Architects,computer network architects,15-1143.00,Computer Network Architects,15-1241,15-1241.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.69469122426869,True,0.0437230769230769,3.47,95.0,0.0369337623803223,1.936169451871366,E2,E1,134050.0,130810.0,119720.0,130890.0,110400.0,158870.0,139230.0,143890.0,148390.0,137670.0,132800.0,133890.0,108000.0,107620.0,132790.0,124190.0,103050.0,100610.0,103740.0,106620.0,108570.0,159460.0,155060.0,112040.0,133270.0,90990.0,103130.0,104300.0,116420.0,138060.0,125420.0,162350.0,109080.0,140390.0,127320.0,108990.0,131070.0,109450.0,135660.0,131840.0,131320.0,134990.0,153390.0,123860.0,133310.0,121000.0,110930.0,141340.0,168070.0,122520.0,131720.0,100520.0,134050.0,78200.0,134050.0,98010.0,4580.0,131.0,4351.0,992.0,16217.0,17864.0,1712.0,829.0,1625.0,10219.0,8387.0,349.0,785.0,8517.0,2214.0,1276.0,1930.0,1865.0,513.0,622.0,6391.0,6838.0,3501.0,2225.0,729.0,3664.0,273.0,1472.0,1101.0,611.0,6173.0,458.0,10688.0,9106.0,251.0,5616.0,1440.0,1679.0,6631.0,502.0,2127.0,458.0,4722.0,14886.0,1450.0,142.0,10230.0,5158.0,393.0,2367.0,55.0,41.0,262.0,20.0
Research and test new or modified hardware or software products to determine performance and interoperability.,research and test new or modified hardware or software products to determine performance and interoperability,Test computer hardware performance.,Test performance of computer or information systems.,"Inspecting Equipment, Structures, or Materials",Computer Network Architects,computer network architects,15-1143.00,Computer Network Architects,15-1241,15-1241.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.69469122426869,True,0.0437230769230769,3.47,95.0,0.0369337623803223,1.936169451871366,E2,E1,134050.0,130810.0,119720.0,130890.0,110400.0,158870.0,139230.0,143890.0,148390.0,137670.0,132800.0,133890.0,108000.0,107620.0,132790.0,124190.0,103050.0,100610.0,103740.0,106620.0,108570.0,159460.0,155060.0,112040.0,133270.0,90990.0,103130.0,104300.0,116420.0,138060.0,125420.0,162350.0,109080.0,140390.0,127320.0,108990.0,131070.0,109450.0,135660.0,131840.0,131320.0,134990.0,153390.0,123860.0,133310.0,121000.0,110930.0,141340.0,168070.0,122520.0,131720.0,100520.0,134050.0,78200.0,134050.0,98010.0,4580.0,131.0,4351.0,992.0,16217.0,17864.0,1712.0,829.0,1625.0,10219.0,8387.0,349.0,785.0,8517.0,2214.0,1276.0,1930.0,1865.0,513.0,622.0,6391.0,6838.0,3501.0,2225.0,729.0,3664.0,273.0,1472.0,1101.0,611.0,6173.0,458.0,10688.0,9106.0,251.0,5616.0,1440.0,1679.0,6631.0,502.0,2127.0,458.0,4722.0,14886.0,1450.0,142.0,10230.0,5158.0,393.0,2367.0,55.0,41.0,262.0,20.0
"Research, compile, analyze and organize information from maps, reports, investigations, and books for use in reports and special projects.",research compile analyze and organize information from maps reports investigations and books for use in reports and special projects,Compile geographic or related data.,"Compile records, documentation, or other data.",Processing Information,Urban and Regional Planners,urban and regional planners,19-3051.00,Urban and Regional Planners,19-3051,19-3051.00,Urban and Regional Planners,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0113071264295034,4.995781862006629,False,0.3102036234817814,4.1078947368421055,98.52631578947368,0.28,1.6718192132091096,E0,E2,89320.0,70710.0,93860.0,102400.0,63530.0,109610.0,101340.0,99880.0,67110.0,137000.0,80720.0,80030.0,85590.0,76500.0,91360.0,70760.0,79100.0,82330.0,65000.0,74500.0,79120.0,88570.0,99780.0,78510.0,97060.0,60300.0,80720.0,80770.0,74830.0,100040.0,73860.0,86280.0,77710.0,89630.0,81230.0,78500.0,79950.0,81520.0,103070.0,80810.0,90210.0,75810.0,71180.0,78970.0,82830.0,84360.0,84750.0,86030.0,100990.0,61390.0,84290.0,70190.0,88610.0,51600.0,89320.0,44230.0,520.0,230.0,1330.0,80.0,7460.0,1300.0,350.0,290.0,120.0,2620.0,1150.0,450.0,350.0,1140.0,620.0,300.0,250.0,180.0,240.0,190.0,900.0,1540.0,1380.0,860.0,200.0,440.0,270.0,360.0,270.0,260.0,790.0,270.0,2420.0,1630.0,210.0,760.0,350.0,1010.0,860.0,160.0,530.0,210.0,310.0,2190.0,500.0,100.0,1740.0,3180.0,160.0,1100.0,110.0,60.0,90.0,9.0
"Research, compile, analyze and organize information from maps, reports, investigations, and books for use in reports and special projects.",research compile analyze and organize information from maps reports investigations and books for use in reports and special projects,Analyze geological or geographical data.,Analyze environmental or geospatial data.,Analyzing Data or Information,Urban and Regional Planners,urban and regional planners,19-3051.00,Urban and Regional Planners,19-3051,19-3051.00,Urban and Regional Planners,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0113071264295034,4.995781862006629,False,0.3102036234817814,4.1078947368421055,98.52631578947368,0.28,1.6718192132091096,E0,E2,89320.0,70710.0,93860.0,102400.0,63530.0,109610.0,101340.0,99880.0,67110.0,137000.0,80720.0,80030.0,85590.0,76500.0,91360.0,70760.0,79100.0,82330.0,65000.0,74500.0,79120.0,88570.0,99780.0,78510.0,97060.0,60300.0,80720.0,80770.0,74830.0,100040.0,73860.0,86280.0,77710.0,89630.0,81230.0,78500.0,79950.0,81520.0,103070.0,80810.0,90210.0,75810.0,71180.0,78970.0,82830.0,84360.0,84750.0,86030.0,100990.0,61390.0,84290.0,70190.0,88610.0,51600.0,89320.0,44230.0,520.0,230.0,1330.0,80.0,7460.0,1300.0,350.0,290.0,120.0,2620.0,1150.0,450.0,350.0,1140.0,620.0,300.0,250.0,180.0,240.0,190.0,900.0,1540.0,1380.0,860.0,200.0,440.0,270.0,360.0,270.0,260.0,790.0,270.0,2420.0,1630.0,210.0,760.0,350.0,1010.0,860.0,160.0,530.0,210.0,310.0,2190.0,500.0,100.0,1740.0,3180.0,160.0,1100.0,110.0,60.0,90.0,9.0
"Research, compile, and prepare reports, manuals, correspondence, or other information required by management or governmental agencies.",research compile and prepare reports manuals correspondence or other information required by management or governmental agencies,Compile data or documentation.,"Compile records, documentation, or other data.",Processing Information,First-Line Supervisors of Office and Administrative Support Workers,firstline supervisors of office and administrative support workers,43-1011.00,First-Line Supervisors of Office and Administrative Support Workers,43-1011,43-1011.00,First-Line Supervisors of Office and Administrative Support Workers,Supervisors of Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0791498850065242,4.924886877828054,False,0.7419223076923077,3.98,92.43,0.593246323350387,1.0,E1,E2,69500.0,60360.0,69840.0,64250.0,58100.0,77590.0,76600.0,78200.0,75220.0,79200.0,64360.0,64620.0,63080.0,61390.0,69010.0,69490.0,64400.0,64000.0,63180.0,57180.0,67530.0,74140.0,76770.0,64720.0,76440.0,58380.0,63050.0,62550.0,61980.0,63090.0,73250.0,76640.0,62640.0,79170.0,62340.0,68720.0,64220.0,60870.0,74300.0,65270.0,76030.0,62920.0,62530.0,66390.0,64940.0,66900.0,68790.0,67170.0,79480.0,53660.0,70560.0,63050.0,44980.0,42840.0,55630.0,1436680.0,20140.0,5690.0,31930.0,13630.0,149230.0,26100.0,24420.0,5480.0,4080.0,93850.0,42630.0,10090.0,8360.0,42400.0,21780.0,10190.0,12010.0,19670.0,20810.0,6000.0,27860.0,34520.0,30690.0,21690.0,13680.0,22360.0,4030.0,9930.0,14380.0,7600.0,55210.0,8330.0,83110.0,35830.0,1830.0,45070.0,19860.0,12200.0,56600.0,5090.0,26710.0,1750.0,49870.0,160600.0,18890.0,1710.0,35160.0,31790.0,6900.0,22950.0,1980.0,990.0,16400.0,510.0
"Research, compile, and prepare reports, manuals, correspondence, or other information required by management or governmental agencies.",research compile and prepare reports manuals correspondence or other information required by management or governmental agencies,Prepare research or technical reports.,Present research or technical information.,Documenting/Recording Information,First-Line Supervisors of Office and Administrative Support Workers,firstline supervisors of office and administrative support workers,43-1011.00,First-Line Supervisors of Office and Administrative Support Workers,43-1011,43-1011.00,First-Line Supervisors of Office and Administrative Support Workers,Supervisors of Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0791498850065242,4.924886877828054,False,0.7419223076923077,3.98,92.43,0.593246323350387,1.0,E1,E2,69500.0,60360.0,69840.0,64250.0,58100.0,77590.0,76600.0,78200.0,75220.0,79200.0,64360.0,64620.0,63080.0,61390.0,69010.0,69490.0,64400.0,64000.0,63180.0,57180.0,67530.0,74140.0,76770.0,64720.0,76440.0,58380.0,63050.0,62550.0,61980.0,63090.0,73250.0,76640.0,62640.0,79170.0,62340.0,68720.0,64220.0,60870.0,74300.0,65270.0,76030.0,62920.0,62530.0,66390.0,64940.0,66900.0,68790.0,67170.0,79480.0,53660.0,70560.0,63050.0,44980.0,42840.0,55630.0,1436680.0,20140.0,5690.0,31930.0,13630.0,149230.0,26100.0,24420.0,5480.0,4080.0,93850.0,42630.0,10090.0,8360.0,42400.0,21780.0,10190.0,12010.0,19670.0,20810.0,6000.0,27860.0,34520.0,30690.0,21690.0,13680.0,22360.0,4030.0,9930.0,14380.0,7600.0,55210.0,8330.0,83110.0,35830.0,1830.0,45070.0,19860.0,12200.0,56600.0,5090.0,26710.0,1750.0,49870.0,160600.0,18890.0,1710.0,35160.0,31790.0,6900.0,22950.0,1980.0,990.0,16400.0,510.0
"Research current trends and new technology, such as printing production techniques, computer software, and design trends.",research current trends and new technology such as printing production techniques computer software and design trends,Research new technologies.,Research technology designs or applications.,Getting Information,Art Directors,art directors,27-1011.00,Art Directors,27-1011,27-1011.00,Artists and Related Workers,Art and Design Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.528118609406953,False,0.9745876923076924,3.74,93.14,0.3591858418497527,0.5,E2,E2,114850.0,77220.0,75200.0,114850.0,71930.0,137780.0,99990.0,71900.0,114850.0,114850.0,99660.0,110430.0,89300.0,80680.0,103550.0,105690.0,80940.0,60460.0,76160.0,83640.0,100300.0,98400.0,149320.0,86660.0,109700.0,66020.0,100940.0,73850.0,73270.0,98070.0,132000.0,129200.0,114850.0,137320.0,90000.0,83170.0,94390.0,80680.0,133840.0,97450.0,72550.0,87990.0,66610.0,89860.0,88270.0,106500.0,129260.0,101150.0,121170.0,63550.0,81130.0,114850.0,114850.0,57580.0,114850.0,53070.0,210.0,40.0,450.00000000000006,240.0,12430.0,720.0,1160.0,164.0,310.0,2520.0,1420.0,40.0,291.0,2960.0,350.0,280.0,487.0,320.0,160.0,217.0,570.0,1850.0,1080.0,920.0,90.0,780.0,100.0,140.0,290.0,160.0,1840.0,60.0,8720.0,1675.0,30.0,1050.0,290.0,1040.0,1250.0,90.0,550.0,30.0,930.0,2480.0,290.0,80.0,670.0,650.0,30.0,730.0,95.0,23.0,80.0,11.0
"Research, design, evaluate, install, operate, or maintain mechanical products, equipment, systems or processes to meet requirements.",research design evaluate install operate or maintain mechanical products equipment systems or processes to meet requirements,Evaluate characteristics of equipment or systems.,"Evaluate the characteristics, usefulness, or performance of products or technologies.","Judging the Qualities of Objects, Services, or People",Mechanical Engineers,mechanical engineers,17-2141.00,Mechanical Engineers,17-2141,17-2141.00,Mechanical Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0113071264295034,4.9479,True,3.031736923076923,4.18,99.81,1.5401978593613317,0.6,E0,E2,104110.0,100230.0,124340.0,100270.0,80180.0,130900.0,124430.0,105090.0,125130.0,133300.0,99980.0,100620.0,98740.0,93190.0,102680.0,99590.0,97700.0,86260.0,101050.0,119540.0,102430.0,122870.0,119300.0,104890.0,99140.0,98000.0,99330.0,94190.0,88060.0,102680.0,103660.0,112300.0,157710.0,102440.0,100720.0,86330.0,99100.0,101850.0,103470.0,97920.0,116230.0,104580.0,88380.0,99550.0,112410.0,102500.0,107330.0,104180.0,110430.0,97390.0,95870.0,117750.0,61510.0,72240.0,104110.0,122670.0,1656.0,314.0,4174.0,1165.0,25236.0,5943.0,3802.0,504.0,510.00000000000006,8878.0,4373.0,438.0,884.0,9746.0,7183.0,2868.0,3827.0,3447.0,1562.0,736.0,5414.0,7679.999999999999,28625.0,4869.0,1298.0,4025.0,413.0,785.0,1165.0,2281.0,3455.0,2240.0,7100.0,7902.0,653.0,11895.0,1876.0,2414.0,11200.0,1289.0,4778.0,463.0,3249.0,18251.0,2786.0,438.0,6175.0,6811.0,628.0,6175.0,190.0,116.0,405.0,30.0
"Research, design, evaluate, install, operate, or maintain mechanical products, equipment, systems or processes to meet requirements.",research design evaluate install operate or maintain mechanical products equipment systems or processes to meet requirements,Design industrial processing systems.,Design industrial systems or equipment.,Thinking Creatively,Mechanical Engineers,mechanical engineers,17-2141.00,Mechanical Engineers,17-2141,17-2141.00,Mechanical Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0113071264295034,4.9479,True,3.031736923076923,4.18,99.81,1.5401978593613317,0.6,E0,E2,104110.0,100230.0,124340.0,100270.0,80180.0,130900.0,124430.0,105090.0,125130.0,133300.0,99980.0,100620.0,98740.0,93190.0,102680.0,99590.0,97700.0,86260.0,101050.0,119540.0,102430.0,122870.0,119300.0,104890.0,99140.0,98000.0,99330.0,94190.0,88060.0,102680.0,103660.0,112300.0,157710.0,102440.0,100720.0,86330.0,99100.0,101850.0,103470.0,97920.0,116230.0,104580.0,88380.0,99550.0,112410.0,102500.0,107330.0,104180.0,110430.0,97390.0,95870.0,117750.0,61510.0,72240.0,104110.0,122670.0,1656.0,314.0,4174.0,1165.0,25236.0,5943.0,3802.0,504.0,510.00000000000006,8878.0,4373.0,438.0,884.0,9746.0,7183.0,2868.0,3827.0,3447.0,1562.0,736.0,5414.0,7679.999999999999,28625.0,4869.0,1298.0,4025.0,413.0,785.0,1165.0,2281.0,3455.0,2240.0,7100.0,7902.0,653.0,11895.0,1876.0,2414.0,11200.0,1289.0,4778.0,463.0,3249.0,18251.0,2786.0,438.0,6175.0,6811.0,628.0,6175.0,190.0,116.0,405.0,30.0
"Research, design, evaluate, install, operate, or maintain mechanical products, equipment, systems or processes to meet requirements.",research design evaluate install operate or maintain mechanical products equipment systems or processes to meet requirements,Design industrial equipment.,Design industrial systems or equipment.,Thinking Creatively,Mechanical Engineers,mechanical engineers,17-2141.00,Mechanical Engineers,17-2141,17-2141.00,Mechanical Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0113071264295034,4.9479,True,3.031736923076923,4.18,99.81,1.5401978593613317,0.6,E0,E2,104110.0,100230.0,124340.0,100270.0,80180.0,130900.0,124430.0,105090.0,125130.0,133300.0,99980.0,100620.0,98740.0,93190.0,102680.0,99590.0,97700.0,86260.0,101050.0,119540.0,102430.0,122870.0,119300.0,104890.0,99140.0,98000.0,99330.0,94190.0,88060.0,102680.0,103660.0,112300.0,157710.0,102440.0,100720.0,86330.0,99100.0,101850.0,103470.0,97920.0,116230.0,104580.0,88380.0,99550.0,112410.0,102500.0,107330.0,104180.0,110430.0,97390.0,95870.0,117750.0,61510.0,72240.0,104110.0,122670.0,1656.0,314.0,4174.0,1165.0,25236.0,5943.0,3802.0,504.0,510.00000000000006,8878.0,4373.0,438.0,884.0,9746.0,7183.0,2868.0,3827.0,3447.0,1562.0,736.0,5414.0,7679.999999999999,28625.0,4869.0,1298.0,4025.0,413.0,785.0,1165.0,2281.0,3455.0,2240.0,7100.0,7902.0,653.0,11895.0,1876.0,2414.0,11200.0,1289.0,4778.0,463.0,3249.0,18251.0,2786.0,438.0,6175.0,6811.0,628.0,6175.0,190.0,116.0,405.0,30.0
"Research, document, rate, or select alternatives for Web architecture or technologies.",research document rate or select alternatives for web architecture or technologies,Conduct research to gain information about products or processes.,Research technology designs or applications.,Getting Information,Web Developers,web developers,15-1134.00,Web Developers,15-1254,15-1254.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0015264620679829,4.129025598678778,False,0.0436003846153846,2.75,100.0,0.0172708189059271,0.8999999999999999,E2,E1,98992.64705882352,72653.81487889274,83517.34429065743,88434.70588235294,77620.8910034602,128812.9411764706,91499.11764705884,90808.5294117647,86000.58823529411,110755.88235294116,87110.57958477509,97867.35294117648,98992.64705882352,70885.29411764706,85317.35294117648,71124.11764705883,66920.29411764706,71930.29411764706,79483.82352941176,76087.05882352941,98992.64705882352,103787.9411764706,106891.4705882353,88712.94117647059,90754.41176470587,70804.10899653978,85431.76470588235,70425.58823529411,72062.64705882352,81487.64705882352,96639.70588235294,95252.64705882352,59838.23529411765,111103.23529411764,97381.17647058824,67758.5294117647,90256.75605536332,77384.11764705883,85561.17647058824,96315.88235294116,102526.76470588236,79721.17647058824,77863.53806228373,68473.23529411765,95216.17647058824,100069.41176470587,92620.8910034602,99745.88235294116,130462.35294117648,74685.88235294117,93262.0588235294,67633.23529411765,61108.52076124567,47517.64705882353,98992.64705882352,62631.91176470588,482.9411764705882,74.11764705882354,898.2352941176471,468.1764705882353,18367.941176470587,2557.3529411764707,923.2352941176472,158.23529411764707,457.9411764705882,4334.558823529412,2226.470588235294,164.70588235294116,287.05882352941177,3047.058823529412,1027.6470588235293,559.7058823529412,332.3529411764706,448.8235294117647,311.1764705882353,287.3529411764705,1596.764705882353,2387.058823529412,1675.0,1378.8235294117646,212.35294117647047,1187.9411764705883,298.52941176470586,503.8235294117647,809.4117647058823,447.6470588235294,2205.2941176470586,169.11764705882354,11014.411764705885,2795.5882352941176,98.23529411764706,2153.823529411765,370.88235294117646,1190.294117647059,2312.6470588235293,222.7941176470588,760.2941176470589,274.3235294117647,2732.058823529412,5468.823529411765,1157.0588235294117,99.05882352941175,3137.058823529412,8425.588235294117,288.2352941176471,1012.3529411764706,83.52941176470588,28.676470588235293,221.1764705882353,13.0
"Research, document, rate, or select alternatives for Web architecture or technologies.",research document rate or select alternatives for web architecture or technologies,Document design or development procedures.,"Document technical designs, procedures, or activities.",Documenting/Recording Information,Web Developers,web developers,15-1134.00,Web Developers,15-1254,15-1254.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0015264620679829,4.129025598678778,False,0.0436003846153846,2.75,100.0,0.0172708189059271,0.8999999999999999,E2,E1,98992.64705882352,72653.81487889274,83517.34429065743,88434.70588235294,77620.8910034602,128812.9411764706,91499.11764705884,90808.5294117647,86000.58823529411,110755.88235294116,87110.57958477509,97867.35294117648,98992.64705882352,70885.29411764706,85317.35294117648,71124.11764705883,66920.29411764706,71930.29411764706,79483.82352941176,76087.05882352941,98992.64705882352,103787.9411764706,106891.4705882353,88712.94117647059,90754.41176470587,70804.10899653978,85431.76470588235,70425.58823529411,72062.64705882352,81487.64705882352,96639.70588235294,95252.64705882352,59838.23529411765,111103.23529411764,97381.17647058824,67758.5294117647,90256.75605536332,77384.11764705883,85561.17647058824,96315.88235294116,102526.76470588236,79721.17647058824,77863.53806228373,68473.23529411765,95216.17647058824,100069.41176470587,92620.8910034602,99745.88235294116,130462.35294117648,74685.88235294117,93262.0588235294,67633.23529411765,61108.52076124567,47517.64705882353,98992.64705882352,62631.91176470588,482.9411764705882,74.11764705882354,898.2352941176471,468.1764705882353,18367.941176470587,2557.3529411764707,923.2352941176472,158.23529411764707,457.9411764705882,4334.558823529412,2226.470588235294,164.70588235294116,287.05882352941177,3047.058823529412,1027.6470588235293,559.7058823529412,332.3529411764706,448.8235294117647,311.1764705882353,287.3529411764705,1596.764705882353,2387.058823529412,1675.0,1378.8235294117646,212.35294117647047,1187.9411764705883,298.52941176470586,503.8235294117647,809.4117647058823,447.6470588235294,2205.2941176470586,169.11764705882354,11014.411764705885,2795.5882352941176,98.23529411764706,2153.823529411765,370.88235294117646,1190.294117647059,2312.6470588235293,222.7941176470588,760.2941176470589,274.3235294117647,2732.058823529412,5468.823529411765,1157.0588235294117,99.05882352941175,3137.058823529412,8425.588235294117,288.2352941176471,1012.3529411764706,83.52941176470588,28.676470588235293,221.1764705882353,13.0
"Research, document, rate, or select alternatives for Web architecture or technologies.",research document rate or select alternatives for web architecture or technologies,Conduct research to gain information about products or processes.,Research technology designs or applications.,Getting Information,Web Developers,web developers,15-1134.00,Web and Digital Interface Designers,15-1255,15-1255.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0015264620679829,4.129025598678778,False,0.0436003846153846,2.75,100.0,0.0107969484291522,0.8999999999999999,E2,E2,98992.64705882352,72653.81487889274,83517.34429065743,88434.70588235294,77620.8910034602,128812.9411764706,91499.11764705884,90808.5294117647,86000.58823529411,110755.88235294116,87110.57958477509,97867.35294117648,98992.64705882352,70885.29411764706,85317.35294117648,71124.11764705883,66920.29411764706,71930.29411764706,79483.82352941176,76087.05882352941,98992.64705882352,103787.9411764706,106891.4705882353,88712.94117647059,90754.41176470587,70804.10899653978,85431.76470588235,70425.58823529411,72062.64705882352,81487.64705882352,96639.70588235294,95252.64705882352,59838.23529411765,111103.23529411764,97381.17647058824,67758.5294117647,90256.75605536332,77384.11764705883,85561.17647058824,96315.88235294116,102526.76470588236,79721.17647058824,77863.53806228373,68473.23529411765,95216.17647058824,100069.41176470587,92620.8910034602,99745.88235294116,130462.35294117648,74685.88235294117,93262.0588235294,67633.23529411765,61108.52076124567,47517.64705882353,98992.64705882352,62631.91176470588,482.9411764705882,74.11764705882354,898.2352941176471,468.1764705882353,18367.941176470587,2557.3529411764707,923.2352941176472,158.23529411764707,457.9411764705882,4334.558823529412,2226.470588235294,164.70588235294116,287.05882352941177,3047.058823529412,1027.6470588235293,559.7058823529412,332.3529411764706,448.8235294117647,311.1764705882353,287.3529411764705,1596.764705882353,2387.058823529412,1675.0,1378.8235294117646,212.35294117647047,1187.9411764705883,298.52941176470586,503.8235294117647,809.4117647058823,447.6470588235294,2205.2941176470586,169.11764705882354,11014.411764705885,2795.5882352941176,98.23529411764706,2153.823529411765,370.88235294117646,1190.294117647059,2312.6470588235293,222.7941176470588,760.2941176470589,274.3235294117647,2732.058823529412,5468.823529411765,1157.0588235294117,99.05882352941175,3137.058823529412,8425.588235294117,288.2352941176471,1012.3529411764706,83.52941176470588,28.676470588235293,221.1764705882353,13.0
"Research, document, rate, or select alternatives for Web architecture or technologies.",research document rate or select alternatives for web architecture or technologies,Document design or development procedures.,"Document technical designs, procedures, or activities.",Documenting/Recording Information,Web Developers,web developers,15-1134.00,Web and Digital Interface Designers,15-1255,15-1255.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0015264620679829,4.129025598678778,False,0.0436003846153846,2.75,100.0,0.0107969484291522,0.8999999999999999,E2,E2,98992.64705882352,72653.81487889274,83517.34429065743,88434.70588235294,77620.8910034602,128812.9411764706,91499.11764705884,90808.5294117647,86000.58823529411,110755.88235294116,87110.57958477509,97867.35294117648,98992.64705882352,70885.29411764706,85317.35294117648,71124.11764705883,66920.29411764706,71930.29411764706,79483.82352941176,76087.05882352941,98992.64705882352,103787.9411764706,106891.4705882353,88712.94117647059,90754.41176470587,70804.10899653978,85431.76470588235,70425.58823529411,72062.64705882352,81487.64705882352,96639.70588235294,95252.64705882352,59838.23529411765,111103.23529411764,97381.17647058824,67758.5294117647,90256.75605536332,77384.11764705883,85561.17647058824,96315.88235294116,102526.76470588236,79721.17647058824,77863.53806228373,68473.23529411765,95216.17647058824,100069.41176470587,92620.8910034602,99745.88235294116,130462.35294117648,74685.88235294117,93262.0588235294,67633.23529411765,61108.52076124567,47517.64705882353,98992.64705882352,62631.91176470588,482.9411764705882,74.11764705882354,898.2352941176471,468.1764705882353,18367.941176470587,2557.3529411764707,923.2352941176472,158.23529411764707,457.9411764705882,4334.558823529412,2226.470588235294,164.70588235294116,287.05882352941177,3047.058823529412,1027.6470588235293,559.7058823529412,332.3529411764706,448.8235294117647,311.1764705882353,287.3529411764705,1596.764705882353,2387.058823529412,1675.0,1378.8235294117646,212.35294117647047,1187.9411764705883,298.52941176470586,503.8235294117647,809.4117647058823,447.6470588235294,2205.2941176470586,169.11764705882354,11014.411764705885,2795.5882352941176,98.23529411764706,2153.823529411765,370.88235294117646,1190.294117647059,2312.6470588235293,222.7941176470588,760.2941176470589,274.3235294117647,2732.058823529412,5468.823529411765,1157.0588235294117,99.05882352941175,3137.058823529412,8425.588235294117,288.2352941176471,1012.3529411764706,83.52941176470588,28.676470588235293,221.1764705882353,13.0
"Research, evaluate, and prepare recommendations on curricula, instructional methods, and materials for school systems.",research evaluate and prepare recommendations on curricula instructional methods and materials for school systems,Evaluate effectiveness of educational programs.,"Evaluate programs, practices, or processes.","Judging the Qualities of Objects, Services, or People",Instructional Coordinators,instructional coordinators,25-9031.00,Instructional Coordinators,25-9031,25-9031.00,Instructional Coordinators,Other Educational Instruction and Library Occupations,Educational Instruction and Library Occupations,2026-05-31,0.0030529241359659,4.846384638463847,False,0.1988511538461538,3.67,81.83,0.1283332865289714,2.137418375362869,E2,E2,77440.0,69000.0,72320.0,62620.0,67100.0,97010.0,82160.0,96170.0,79290.0,105990.0,60790.0,81060.0,96080.0,63030.0,76050.0,66300.0,74970.0,64750.0,63640.0,63120.0,76700.0,102220.0,95320.0,79290.0,80550.0,61830.0,72080.0,60920.0,79150.0,67410.0,81210.0,96090.0,80870.0,80560.0,63340.0,75340.0,77760.0,63980.0,84620.0,75580.0,63110.0,65460.0,57910.0,74390.0,78710.0,65780.0,78360.0,83230.0,97250.0,69600.0,83000.0,76140.0,61750.0,35250.0,75040.0,227760.0,2040.0,550.0,6560.0,1300.0,20950.0,3400.0,1780.0,980.0,1220.0,18030.0,7830.000000000001,1130.0,1490.0,10330.0,2640.0,2760.0,1950.0,3380.0,2140.0,480.0,4350.0,6170.0,5680.0,3130.0,1840.0,3110.0,740.0,1370.0,1130.0,510.0,3770.0,510.0,18730.0,8260.0,650.0,3510.0,2540.0,2940.0,7540.0,1240.0,4370.0,500.0,4120.0,31970.0,3680.0,730.0,5830.0,4720.0,730.0,2130.0,290.0,110.0,1010.0,40.0
"Research, evaluate, and prepare recommendations on curricula, instructional methods, and materials for school systems.",research evaluate and prepare recommendations on curricula instructional methods and materials for school systems,Research topics in area of expertise.,Maintain current knowledge in area of expertise.,Updating and Using Relevant Knowledge,Instructional Coordinators,instructional coordinators,25-9031.00,Instructional Coordinators,25-9031,25-9031.00,Instructional Coordinators,Other Educational Instruction and Library Occupations,Educational Instruction and Library Occupations,2026-05-31,0.0030529241359659,4.846384638463847,False,0.1988511538461538,3.67,81.83,0.1283332865289714,2.137418375362869,E2,E2,77440.0,69000.0,72320.0,62620.0,67100.0,97010.0,82160.0,96170.0,79290.0,105990.0,60790.0,81060.0,96080.0,63030.0,76050.0,66300.0,74970.0,64750.0,63640.0,63120.0,76700.0,102220.0,95320.0,79290.0,80550.0,61830.0,72080.0,60920.0,79150.0,67410.0,81210.0,96090.0,80870.0,80560.0,63340.0,75340.0,77760.0,63980.0,84620.0,75580.0,63110.0,65460.0,57910.0,74390.0,78710.0,65780.0,78360.0,83230.0,97250.0,69600.0,83000.0,76140.0,61750.0,35250.0,75040.0,227760.0,2040.0,550.0,6560.0,1300.0,20950.0,3400.0,1780.0,980.0,1220.0,18030.0,7830.000000000001,1130.0,1490.0,10330.0,2640.0,2760.0,1950.0,3380.0,2140.0,480.0,4350.0,6170.0,5680.0,3130.0,1840.0,3110.0,740.0,1370.0,1130.0,510.0,3770.0,510.0,18730.0,8260.0,650.0,3510.0,2540.0,2940.0,7540.0,1240.0,4370.0,500.0,4120.0,31970.0,3680.0,730.0,5830.0,4720.0,730.0,2130.0,290.0,110.0,1010.0,40.0
Research hardware or software products to meet technical networking or security needs.,research hardware or software products to meet technical networking or security needs,Conduct research to gain information about products or processes.,Research technology designs or applications.,Getting Information,Computer Network Support Specialists,computer network support specialists,15-1152.00,Computer Network Support Specialists,15-1231,15-1231.00,Computer Support Specialists,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.7463459196102304,False,0.3694196153846154,3.34,86.33,0.2424930429888901,1.1,E1,E2,76220.0,61890.0,86110.0,68880.0,59460.0,79190.0,82750.0,81890.0,60580.0,91370.0,75740.0,79180.0,83620.0,63340.0,68530.0,73100.0,64600.0,60060.0,76220.0,58680.0,72990.0,96680.0,88650.0,65900.0,76000.0,63410.0,72780.0,61150.0,65450.0,85790.0,72330.0,87440.0,64550.0,77540.0,76220.0,73550.0,70080.0,78740.0,68900.0,78310.0,82970.0,76790.0,53650.0,77640.0,66780.0,76220.0,72400.0,76760.0,101750.0,46840.0,81010.0,61780.0,46110.0,39570.0,56360.0,146190.0,940.0,300.0,1460.0,1470.0,13620.0,4530.0,850.0,330.0,450.0,9450.0,4440.0,350.0,780.0,6960.0,5030.0,1920.0,310.0,1720.0,1290.0,680.0,8200.0,1980.0,2470.0,2930.0,1240.0,3910.0,890.0,1490.0,2460.0,680.0,3370.0,1300.0,7170.0,6080.0,500.0,7480.0,1940.0,2660.0,4170.0,620.0,2660.0,480.0,2660.0,9930.0,990.0,120.0,5650.0,3300.0,600.0,1140.0,270.0,40.0,670.0,30.0
Research information requested by farmers.,research information requested by farmers,Search information sources to find specific data.,Gather information from physical or electronic sources.,Getting Information,Farm and Home Management Advisors,farm and home management advisors,25-9021.00,Farm and Home Management Educators,25-9021,25-9021.00,Farm and Home Management Educators,Other Educational Instruction and Library Occupations,Educational Instruction and Library Occupations,2026-05-31,0.0030529241359659,4.820155541153596,False,0.6342046153846155,4.08,96.3,0.9291364285499965,1.897534089273976,E2,E2,60220.0,58330.0,60220.0,73210.0,49640.0,98770.0,66230.0,60220.0,63300.0,60220.0,49090.0,33510.0,48340.0,60220.0,60220.0,65740.0,48200.0,52870.0,61190.0,60220.0,65780.0,79780.0,66920.0,65030.0,60220.0,59480.0,60220.0,60220.0,60670.0,60220.0,60220.0,57810.0,62730.0,48860.0,64280.0,63480.0,60220.0,60220.0,80030.0,45970.0,60220.0,60220.0,60440.0,60220.0,33260.0,60220.0,62830.0,76710.0,63440.0,50930.0,60920.0,50510.0,60220.0,53160.0,60220.0,8220.0,260.0,17.0,30.0,200.0,40.0,90.0,89.0,80.0,37.0,710.0,200.0,30.0,45.0,320.0,360.0,520.0,480.0,420.0,102.0,70.0,150.0,40.0,330.0,155.0,61.0,154.0,27.0,90.0,81.0,36.0,225.0,160.0,80.0,910.0,90.0,291.0,90.0,103.0,318.0,26.0,121.0,90.0,172.0,470.0,91.0,50.0,520.0,186.0,50.0,670.0,140.0,3.0,470.0,2.0
"Research laws, court decisions, documents, opinions, briefs, or other information related to cases before the court.",research laws court decisions documents opinions briefs or other information related to cases before the court,Research relevant legal materials to aid decision making.,Consult legal materials or public records.,Getting Information,Judicial Law Clerks,judicial law clerks,23-1012.00,Judicial Law Clerks,23-1012,23-1012.00,Lawyers and Judicial Law Clerks,"Lawyers, Judges, and Related Workers",Legal Occupations,2026-05-31,0.0030529241359659,4.6378754283410615,False,3.6885307692307694,4.84,94.69,1.7876598913483503,0.6,E2,E2,64920.0,64920.0,67580.0,60170.0,80150.0,79030.0,67230.0,98670.0,64720.0,64920.0,55180.0,55120.0,47010.0,75540.0,64920.0,57140.0,64260.0,45720.0,64920.0,63180.0,67890.0,70110.0,143350.0,62260.0,71070.0,64920.0,66060.0,47320.0,49570.0,69600.0,64920.0,58890.0,64920.0,133320.0,64920.0,85530.0,49840.0,44990.0,86870.0,50590.0,64920.0,50330.0,64920.0,75190.0,63130.0,51900.0,64920.0,65940.0,80240.0,52120.0,54250.0,64920.0,64920.0,64920.0,64920.0,13290.0,179.0,140.0,250.0,50.0,1800.0,140.0,270.0,100.0,60.0,1300.0,560.0,330.0,60.0,518.0,70.0,90.0,40.0,170.0,90.0,30.0,370.0,500.0,280.0,410.0,99.0,100.0,40.0,110.0,70.0,58.0,530.0,74.0,850.0,420.0,40.0,240.0,130.0,30.0,970.0,43.0,230.0,39.0,400.0,220.0,630.0,26.0,380.0,580.0,260.0,180.0,24.0,6.0,80.0,3.0
"Research laws, regulations, policies, or precedent decisions to prepare for hearings.",research laws regulations policies or precedent decisions to prepare for hearings,Research relevant legal materials to aid decision making.,Consult legal materials or public records.,Getting Information,"Arbitrators, Mediators, and Conciliators",arbitrators mediators and conciliators,23-1022.00,"Arbitrators, Mediators, and Conciliators",23-1022,23-1022.00,"Judges, Magistrates, and Other Judicial Workers","Lawyers, Judges, and Related Workers",Legal Occupations,2026-05-31,0.0030529241359659,4.368474610766256,False,1.3844384615384615,3.81,85.0,0.9097380602006686,0.8999999999999999,E2,E2,75530.0,76810.0,75530.0,82150.0,75530.0,97680.0,82590.0,75530.0,75530.0,110300.0,75530.0,75530.0,75530.0,75530.0,162410.0,57390.0,75530.0,64970.0,75530.0,46100.0,75530.0,58890.0,75530.0,76270.0,75530.0,75530.0,75530.0,64980.0,75530.0,75530.0,75530.0,75530.0,110180.0,70800.0,75320.0,75530.0,68790.0,36780.0,75530.0,67890.0,63770.0,58990.0,75530.0,62140.0,50940.0,75530.0,75530.0,79530.0,75530.0,75530.0,75530.0,75530.0,75530.0,50960.0,75530.0,9210.0,40.0,19.0,160.0,77.0,1072.0,30.0,100.0,29.0,150.0,584.0,288.0,37.0,50.0,80.0,60.0,92.0,40.0,118.0,80.0,38.0,80.0,214.0,190.0,174.0,68.0,70.0,40.0,60.0,91.0,40.0,252.0,40.0,1050.0,100.0,25.0,130.0,100.0,116.0,310.0,29.0,70.0,27.0,50.0,828.0,102.0,18.0,120.0,209.0,41.0,260.0,17.0,4.0,70.0,2.0
"Research laws, regulations, policies, or precedent decisions to prepare for hearings.",research laws regulations policies or precedent decisions to prepare for hearings,Identify implications for cases from legal precedents or other legal information.,"Research laws, precedents, or other legal data.",Analyzing Data or Information,"Arbitrators, Mediators, and Conciliators",arbitrators mediators and conciliators,23-1022.00,"Arbitrators, Mediators, and Conciliators",23-1022,23-1022.00,"Judges, Magistrates, and Other Judicial Workers","Lawyers, Judges, and Related Workers",Legal Occupations,2026-05-31,0.0030529241359659,4.368474610766256,False,1.3844384615384615,3.81,85.0,0.9097380602006686,0.8999999999999999,E2,E2,75530.0,76810.0,75530.0,82150.0,75530.0,97680.0,82590.0,75530.0,75530.0,110300.0,75530.0,75530.0,75530.0,75530.0,162410.0,57390.0,75530.0,64970.0,75530.0,46100.0,75530.0,58890.0,75530.0,76270.0,75530.0,75530.0,75530.0,64980.0,75530.0,75530.0,75530.0,75530.0,110180.0,70800.0,75320.0,75530.0,68790.0,36780.0,75530.0,67890.0,63770.0,58990.0,75530.0,62140.0,50940.0,75530.0,75530.0,79530.0,75530.0,75530.0,75530.0,75530.0,75530.0,50960.0,75530.0,9210.0,40.0,19.0,160.0,77.0,1072.0,30.0,100.0,29.0,150.0,584.0,288.0,37.0,50.0,80.0,60.0,92.0,40.0,118.0,80.0,38.0,80.0,214.0,190.0,174.0,68.0,70.0,40.0,60.0,91.0,40.0,252.0,40.0,1050.0,100.0,25.0,130.0,100.0,116.0,310.0,29.0,70.0,27.0,50.0,828.0,102.0,18.0,120.0,209.0,41.0,260.0,17.0,4.0,70.0,2.0
Research legal issues and write opinions on the issues.,research legal issues and write opinions on the issues,Research relevant legal materials to aid decision making.,Consult legal materials or public records.,Getting Information,"Judges, Magistrate Judges, and Magistrates",judges magistrate judges and magistrates,23-1023.00,"Judges, Magistrate Judges, and Magistrates",23-1023,23-1023.00,"Judges, Magistrates, and Other Judicial Workers","Lawyers, Judges, and Related Workers",Legal Occupations,2026-05-31,0.0030529241359659,4.4664213431462745,False,0.4178669230769231,4.52,96.32,0.4184256323821244,1.405551881627224,E2,E2,153990.0,52850.0,183310.0,93280.0,153990.0,153990.0,198790.0,217760.0,131340.0,153990.0,186040.0,133660.0,211810.0,172920.0,153990.0,183000.0,147510.0,148910.0,150650.0,83040.0,161470.0,172190.0,221710.0,51210.0,190110.0,49960.0,153990.0,84630.0,208180.0,166360.0,153990.0,204160.0,205400.0,216390.0,153990.0,171100.0,95260.0,153990.0,166400.0,110580.0,239760.0,86210.0,153990.0,208350.0,139990.0,92780.0,194170.0,104000.0,134270.0,63240.0,76620.0,153990.0,153990.0,153990.0,153990.0,24030.0,560.0,140.0,590.0,240.0,2796.0,620.0,230.0,120.0,108.0,1380.0,1190.0,120.0,250.0,936.0,790.0,410.0,420.0,370.0,180.0,100.0,170.0,610.0,570.0,590.0,360.0,600.0,70.0,160.0,90.0,105.0,920.0,250.0,2270.0,759.0,130.0,1720.0,262.0,40.0,931.0,120.0,670.0,70.0,420.0,2770.0,100.0,80.0,1270.0,1040.0,350.0,130.0,43.0,10.0,490.0,5.0
Research legal issues and write opinions on the issues.,research legal issues and write opinions on the issues,Prepare written decisions for legal proceedings.,Record information about legal matters.,Documenting/Recording Information,"Judges, Magistrate Judges, and Magistrates",judges magistrate judges and magistrates,23-1023.00,"Judges, Magistrate Judges, and Magistrates",23-1023,23-1023.00,"Judges, Magistrates, and Other Judicial Workers","Lawyers, Judges, and Related Workers",Legal Occupations,2026-05-31,0.0030529241359659,4.4664213431462745,False,0.4178669230769231,4.52,96.32,0.4184256323821244,1.405551881627224,E2,E2,153990.0,52850.0,183310.0,93280.0,153990.0,153990.0,198790.0,217760.0,131340.0,153990.0,186040.0,133660.0,211810.0,172920.0,153990.0,183000.0,147510.0,148910.0,150650.0,83040.0,161470.0,172190.0,221710.0,51210.0,190110.0,49960.0,153990.0,84630.0,208180.0,166360.0,153990.0,204160.0,205400.0,216390.0,153990.0,171100.0,95260.0,153990.0,166400.0,110580.0,239760.0,86210.0,153990.0,208350.0,139990.0,92780.0,194170.0,104000.0,134270.0,63240.0,76620.0,153990.0,153990.0,153990.0,153990.0,24030.0,560.0,140.0,590.0,240.0,2796.0,620.0,230.0,120.0,108.0,1380.0,1190.0,120.0,250.0,936.0,790.0,410.0,420.0,370.0,180.0,100.0,170.0,610.0,570.0,590.0,360.0,600.0,70.0,160.0,90.0,105.0,920.0,250.0,2270.0,759.0,130.0,1720.0,262.0,40.0,931.0,120.0,670.0,70.0,420.0,2770.0,100.0,80.0,1270.0,1040.0,350.0,130.0,43.0,10.0,490.0,5.0
Research new financial products or analytics to determine their usefulness.,research new financial products or analytics to determine their usefulness,"Assess the cost effectiveness of products, projects, or services.","Evaluate the characteristics, usefulness, or performance of products or technologies.","Judging the Qualities of Objects, Services, or People",Financial Quantitative Analysts,financial quantitative analysts,13-2099.01,Financial Quantitative Analysts,13-2099,13-2099.01,Miscellaneous Financial Specialists,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.974500000000001,False,0.1051923076923077,3.3,100.0,0.0451277901785714,0.6,E2,E2,81100.0,87110.0,77070.0,81180.0,60600.0,80810.0,87430.0,81100.0,80610.0,125110.0,61660.0,77540.0,77190.0,79440.0,81180.0,92410.0,79390.0,51160.0,65690.0,59860.0,109060.0,101400.0,99970.0,75040.0,83280.0,73920.0,75800.0,76350.0,66290.0,61930.0,83590.0,98630.0,80610.0,107490.0,80900.0,78260.0,90060.0,76980.0,83080.0,78610.0,78990.0,76400.0,86260.0,69240.0,71650.0,76530.0,75270.0,92930.0,80930.0,86200.0,64420.0,75810.0,81100.0,39270.0,81100.0,96670.0,776.0,190.0,1332.0,541.0,20910.0,4030.0,1048.0,1946.0,3600.0,10184.0,5955.0,1229.0,307.0,8560.0,2824.0,1785.0,1668.0,1010.0,4375.0,1829.0,5546.0,2246.0,3834.0,1200.0,585.0,3965.0,395.0,702.0,1785.0,615.0,8063.0,1054.0,14267.0,6131.0,219.0,6102.0,920.0,900.0000000000001,4030.0,746.0,1361.0,132.0,3541.0,19827.0,4565.0,230.0,7419.0,4258.0,920.0,2370.0,146.0,41.0,980.0,20.0
Research new software or design concepts.,research new software or design concepts,Research new technologies.,Research technology designs or applications.,Getting Information,Graphic Designers,graphic designers,27-1024.00,Graphic Designers,27-1024,27-1024.00,Designers,Art and Design Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0113071264295034,4.239596977329975,False,0.4964515384615384,3.5,100.0,0.0758720900044505,0.2,E2,E2,62960.0,51070.0,62570.0,58510.0,46220.0,75130.0,66330.0,72700.0,60130.0,87920.0,61660.0,60250.0,58070.0,50350.0,62560.0,55480.0,50310.0,53630.0,52960.0,49910.0,60030.0,75120.0,76710.0,57350.0,63860.0,45640.0,56750.0,56890.0,56700.0,62890.0,60490.0,73790.0,56730.0,77340.0,58450.0,56470.0,60080.0,53630.0,66040.0,60730.0,78220.0,57170.0,48390.0,57270.0,60150.0,62310.0,65690.0,72310.0,72710.0,40350.0,59900.0,45150.0,33800.0,34180.0,62960.0,197830.0,1760.0,180.0,3560.0,1390.0,27390.0,4200.0,1930.0,360.0,1150.0,12660.0,5920.0,520.0,920.0,8960.0,3450.0,2100.0,1730.0,2060.0,1750.0,560.0,3050.0,4450.0,6070.0,5570.0,830.0,4500.0,610.0,1670.0,1570.0,790.0,5670.0,850.0,14530.0,5660.0,460.0,7280.0,2040.0,4140.0,8150.0,750.0,1930.0,470.0,3880.000000000001,13670.0,2720.0,410.0,4740.0,3960.0,520.0,4130.0,240.0,70.0,1280.0,41.0
"Research production specifications, costs, production materials, and manufacturing methods and provide cost estimates and itemized production requirements.",research production specifications costs production materials and manufacturing methods and provide cost estimates and itemized production requirements,Estimate costs for projects or productions.,Estimate project development or operational costs.,"Estimating the Quantifiable Characteristics of Products, Events, or Information",Commercial and Industrial Designers,commercial and industrial designers,27-1021.00,Commercial and Industrial Designers,27-1021,27-1021.00,Designers,Art and Design Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.703231034133495,False,0.5350161538461539,3.68,95.88,0.2677979707050343,0.6372612050263583,E2,E2,83910.0,63640.0,83910.0,76420.0,92540.0,100770.0,90590.0,81300.0,83910.0,83910.0,78720.0,91360.0,83910.0,80730.0,83910.0,88040.0,70420.0,104870.0,76100.0,98040.0,83910.0,70870.0,101720.0,102160.0,94370.0,83910.0,75440.0,72990.0,71570.0,76680.0,74050.0,90310.0,62710.0,89640.0,80620.0,83910.0,79470.0,76640.0,76970.0,82610.0,101140.0,77300.0,60110.0,71230.0,83910.0,62620.0,80690.0,82230.0,94280.0,73030.0,80590.0,83910.0,83910.0,83910.0,83910.0,33490.0,130.0,70.0,170.0,230.0,5300.0,400.0,160.0,104.0,150.0,1990.0,360.0,134.0,180.0,480.0,1110.0,440.0,260.0,420.0,130.0,200.0,490.0,1240.0,2930.0,590.0,249.0,270.0,60.0,90.0,210.0,110.0,1230.0,110.0,2400.0,1000.0,92.0,1190.0,240.0,480.0,770.0,190.0,810.0,190.0,750.0,2350.0,480.0,120.0,1480.0,340.0,110.0,820.0,60.0,14.0,201.0,7.0
"Research, test, or verify proper functioning of software patches and fixes.",research test or verify proper functioning of software patches and fixes,Conduct research to gain information about products or processes.,Research technology designs or applications.,Getting Information,Computer Systems Engineers/Architects,computer systems engineersarchitects,15-1199.02,Computer Systems Engineers/Architects,15-1299,15-1299.08,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.705470999588647,False,0.2132707692307692,3.91,100.0,0.1063825710491368,0.7,E1,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,193835.0,7026.0,1897.0,5510.0,2992.0,214105.0,31521.0,8281.0,860.0,45947.0,13710.0,55109.0,5556.0,2778.0,29812.0,8922.0,10285.0,3580.0,1850.0,13410.0,900.0,50915.0,16482.0,19875.0,11166.0,3873.0,14340.0,1443.0,6091.0,6972.0,2591.0,32082.0,4408.0,11460.0,40310.0,1950.0,6150.0,8869.0,6545.0,14580.0,2217.0,11487.0,240.0,29197.0,152318.0,17844.0,3526.0,45412.0,38360.0,9029.0,12502.0,454.0,748.0,2351.0,107.0
"Research, test, or verify proper functioning of software patches and fixes.",research test or verify proper functioning of software patches and fixes,Test computer system operations to ensure proper functioning.,Test performance of computer or information systems.,"Inspecting Equipment, Structures, or Materials",Computer Systems Engineers/Architects,computer systems engineersarchitects,15-1199.02,Computer Systems Engineers/Architects,15-1299,15-1299.08,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.705470999588647,False,0.2132707692307692,3.91,100.0,0.1063825710491368,0.7,E1,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,193835.0,7026.0,1897.0,5510.0,2992.0,214105.0,31521.0,8281.0,860.0,45947.0,13710.0,55109.0,5556.0,2778.0,29812.0,8922.0,10285.0,3580.0,1850.0,13410.0,900.0,50915.0,16482.0,19875.0,11166.0,3873.0,14340.0,1443.0,6091.0,6972.0,2591.0,32082.0,4408.0,11460.0,40310.0,1950.0,6150.0,8869.0,6545.0,14580.0,2217.0,11487.0,240.0,29197.0,152318.0,17844.0,3526.0,45412.0,38360.0,9029.0,12502.0,454.0,748.0,2351.0,107.0
"Research the history of a particular country or region, or of a specific time period.",research the history of a particular country or region or of a specific time period,Conduct historical research.,Research historical or social issues.,Getting Information,Historians,historians,19-3093.00,Historians,19-3093,19-3093.00,Miscellaneous Social Scientists and Related Workers,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.547146780592005,False,1.815484615384616,3.83,86.59,1.0795917807452198,0.7999999999999999,E2,E2,76750.0,72490.0,76750.0,76750.0,76750.0,97420.0,76750.0,66770.0,76750.0,118290.0,74740.0,63840.0,92520.0,76750.0,89670.0,63770.0,76750.0,72600.0,63530.0,80620.0,76750.0,120580.0,121710.0,62920.0,103040.0,46010.0,64230.0,76750.0,70050.0,80140.0,76750.0,77080.0,66790.0,62960.0,73440.0,76750.0,60350.0,50980.0,99560.0,71970.0,76750.0,52120.0,76750.0,71080.0,78240.0,33840.0,76750.0,101920.0,99720.0,76750.0,45810.0,76750.0,76750.0,76750.0,76750.0,3450.0,60.0,7.0,71.0,29.0,210.0,63.0,40.0,11.0,250.0,110.0,110.0,70.0,19.0,134.0,30.0,34.0,40.0,50.0,60.0,14.0,50.0,80.0,80.0,50.0,90.0,50.0,11.0,30.0,34.0,15.0,130.0,40.0,410.0,120.0,9.0,122.0,50.0,40.0,70.0,11.0,60.0,10.0,40.0,130.0,80.0,7.0,180.0,30.0,15.0,50.0,6.0,1.0,21.0,1.0
Research the target audience of projects.,research the target audience of projects,Conduct market research.,Collect data about consumer needs or opinions.,Getting Information,Graphic Designers,graphic designers,27-1024.00,Graphic Designers,27-1024,27-1024.00,Designers,Art and Design Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0113071264295034,4.883021933387489,False,1.12698,4.25,100.0,0.3515490856929344,0.4,,,62960.0,51070.0,62570.0,58510.0,46220.0,75130.0,66330.0,72700.0,60130.0,87920.0,61660.0,60250.0,58070.0,50350.0,62560.0,55480.0,50310.0,53630.0,52960.0,49910.0,60030.0,75120.0,76710.0,57350.0,63860.0,45640.0,56750.0,56890.0,56700.0,62890.0,60490.0,73790.0,56730.0,77340.0,58450.0,56470.0,60080.0,53630.0,66040.0,60730.0,78220.0,57170.0,48390.0,57270.0,60150.0,62310.0,65690.0,72310.0,72710.0,40350.0,59900.0,45150.0,33800.0,34180.0,62960.0,197830.0,1760.0,180.0,3560.0,1390.0,27390.0,4200.0,1930.0,360.0,1150.0,12660.0,5920.0,520.0,920.0,8960.0,3450.0,2100.0,1730.0,2060.0,1750.0,560.0,3050.0,4450.0,6070.0,5570.0,830.0,4500.0,610.0,1670.0,1570.0,790.0,5670.0,850.0,14530.0,5660.0,460.0,7280.0,2040.0,4140.0,8150.0,750.0,1930.0,470.0,3880.000000000001,13670.0,2720.0,410.0,4740.0,3960.0,520.0,4130.0,240.0,70.0,1280.0,41.0
Research the target audience of projects.,research the target audience of projects,Collect data about customer needs.,Collect data about consumer needs or opinions.,Getting Information,Graphic Designers,graphic designers,27-1024.00,Graphic Designers,27-1024,27-1024.00,Designers,Art and Design Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0113071264295034,4.883021933387489,False,1.12698,4.25,100.0,0.3515490856929344,0.4,,,62960.0,51070.0,62570.0,58510.0,46220.0,75130.0,66330.0,72700.0,60130.0,87920.0,61660.0,60250.0,58070.0,50350.0,62560.0,55480.0,50310.0,53630.0,52960.0,49910.0,60030.0,75120.0,76710.0,57350.0,63860.0,45640.0,56750.0,56890.0,56700.0,62890.0,60490.0,73790.0,56730.0,77340.0,58450.0,56470.0,60080.0,53630.0,66040.0,60730.0,78220.0,57170.0,48390.0,57270.0,60150.0,62310.0,65690.0,72310.0,72710.0,40350.0,59900.0,45150.0,33800.0,34180.0,62960.0,197830.0,1760.0,180.0,3560.0,1390.0,27390.0,4200.0,1930.0,360.0,1150.0,12660.0,5920.0,520.0,920.0,8960.0,3450.0,2100.0,1730.0,2060.0,1750.0,560.0,3050.0,4450.0,6070.0,5570.0,830.0,4500.0,610.0,1670.0,1570.0,790.0,5670.0,850.0,14530.0,5660.0,460.0,7280.0,2040.0,4140.0,8150.0,750.0,1930.0,470.0,3880.000000000001,13670.0,2720.0,410.0,4740.0,3960.0,520.0,4130.0,240.0,70.0,1280.0,41.0
Research the target audience of projects.,research the target audience of projects,"Conduct research to inform art, designs, or other work.",Maintain current knowledge in area of expertise.,Updating and Using Relevant Knowledge,Graphic Designers,graphic designers,27-1024.00,Graphic Designers,27-1024,27-1024.00,Designers,Art and Design Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0113071264295034,4.883021933387489,False,1.12698,4.25,100.0,0.3515490856929344,0.4,,,62960.0,51070.0,62570.0,58510.0,46220.0,75130.0,66330.0,72700.0,60130.0,87920.0,61660.0,60250.0,58070.0,50350.0,62560.0,55480.0,50310.0,53630.0,52960.0,49910.0,60030.0,75120.0,76710.0,57350.0,63860.0,45640.0,56750.0,56890.0,56700.0,62890.0,60490.0,73790.0,56730.0,77340.0,58450.0,56470.0,60080.0,53630.0,66040.0,60730.0,78220.0,57170.0,48390.0,57270.0,60150.0,62310.0,65690.0,72310.0,72710.0,40350.0,59900.0,45150.0,33800.0,34180.0,62960.0,197830.0,1760.0,180.0,3560.0,1390.0,27390.0,4200.0,1930.0,360.0,1150.0,12660.0,5920.0,520.0,920.0,8960.0,3450.0,2100.0,1730.0,2060.0,1750.0,560.0,3050.0,4450.0,6070.0,5570.0,830.0,4500.0,610.0,1670.0,1570.0,790.0,5670.0,850.0,14530.0,5660.0,460.0,7280.0,2040.0,4140.0,8150.0,750.0,1930.0,470.0,3880.000000000001,13670.0,2720.0,410.0,4740.0,3960.0,520.0,4130.0,240.0,70.0,1280.0,41.0
"Research various topics, including site history, environmental conditions, and clients' skills and abilities to plan appropriate expeditions, instruction, and commentary.",research various topics including site history environmental conditions and clients skills and abilities to plan appropriate expeditions instruction and commentary,Gather information in order to provide services to clients.,Gather information from physical or electronic sources.,Getting Information,Tour Guides and Escorts,tour guides and escorts,39-7011.00,Tour Guides and Escorts,39-7011,39-7011.00,Tour and Travel Guides,Tour and Travel Guides,Personal Care and Service Occupations,2026-05-31,0.0113071264295034,4.875026145157916,False,1.7859015384615389,4.14,82.47,0.6470062697869456,0.5,E2,E2,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,26750.0,361.0,56.0,554.0,223.0,3113.0,491.0,290.0,83.0,120.0,1697.0,836.0,107.0,147.0,1042.0,547.0,266.0,246.0,342.0,331.0,109.0,472.0,622.0,753.0,504.0,199.0,502.0,87.0,175.0,265.0,117.0,732.0,149.0,1656.0,845.0,73.0,948.0,292.0,336.0,1036.0,86.0,394.0,78.0,560.0,2405.0,297.0,52.0,702.0,607.0,120.0,503.0,48.0,11.0,160.0,5.0
"Resolve any problems with itineraries, service, or accommodations.",resolve any problems with itineraries service or accommodations,Resolve customer complaints or problems.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,Travel Guides,travel guides,39-7012.00,Travel Guides,39-7012,39-7012.00,Tour and Travel Guides,Tour and Travel Guides,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.582737435794138,False,1.3859873076923075,4.45,90.29,0.4341169093298093,0.4,E1,E2,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,38120.0,26750.0,361.0,56.0,554.0,223.0,3113.0,491.0,290.0,83.0,120.0,1697.0,836.0,107.0,147.0,1042.0,547.0,266.0,246.0,342.0,331.0,109.0,472.0,622.0,753.0,504.0,199.0,502.0,87.0,175.0,265.0,117.0,732.0,149.0,1656.0,845.0,73.0,948.0,292.0,336.0,1036.0,86.0,394.0,78.0,560.0,2405.0,297.0,52.0,702.0,607.0,120.0,503.0,48.0,11.0,160.0,5.0
Resolve customer complaints.,resolve customer complaints,Resolve customer complaints or problems.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,Postmasters and Mail Superintendents,postmasters and mail superintendents,11-9131.00,Postmasters and Mail Superintendents,11-9131,11-9131.00,Postmasters and Mail Superintendents,Other Management Occupations,Management Occupations,2026-05-31,0.0678427585770207,4.710253217102532,False,2.096734615384616,4.55,86.27,0.4628592009415012,0.3,E1,E2,96660.0,95740.0,59340.0,99050.0,97880.0,101150.0,93000.0,97880.0,98550.0,96660.0,102880.0,97050.0,99070.0,92820.0,94970.0,98680.0,93160.0,93080.0,98570.0,96550.0,93000.0,94890.0,96870.0,97790.0,92410.0,95270.0,95680.0,88920.0,94040.0,89770.0,92980.0,101100.0,91500.0,97640.0,96410.0,91040.0,97680.0,96080.0,93180.0,97530.0,99900.0,98940.0,91540.0,99170.0,97550.0,98570.0,89890.0,94790.0,95430.0,96260.0,96810.0,88040.0,96660.0,101580.0,96660.0,13810.0,280.0,170.0,150.0,180.0,800.0,200.0,160.0,40.0,62.0,350.0,340.0,60.0,130.0,510.0,290.0,260.0,190.0,240.0,250.0,180.0,230.0,330.0,450.0,320.0,190.0,300.0,170.0,150.0,70.0,160.0,440.0,140.0,830.0,480.0,90.0,510.0,240.0,220.0,800.0,40.0,210.0,100.0,260.0,820.0,110.0,120.0,370.0,280.0,180.0,340.0,80.0,6.0,90.0,3.0
Resolve customer complaints or answer customers' questions regarding policies and procedures.,resolve customer complaints or answer customers questions regarding policies and procedures,"Explain regulations, policies, or procedures.","Explain regulations, policies, or procedures.",Interpreting the Meaning of Information for Others,First-Line Supervisors of Office and Administrative Support Workers,firstline supervisors of office and administrative support workers,43-1011.00,First-Line Supervisors of Office and Administrative Support Workers,43-1011,43-1011.00,First-Line Supervisors of Office and Administrative Support Workers,Supervisors of Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0339213792885103,4.338549702446551,False,1.2217811538461538,4.36,87.49,0.0926752019684518,0.1,E1,E2,69500.0,60360.0,69840.0,64250.0,58100.0,77590.0,76600.0,78200.0,75220.0,79200.0,64360.0,64620.0,63080.0,61390.0,69010.0,69490.0,64400.0,64000.0,63180.0,57180.0,67530.0,74140.0,76770.0,64720.0,76440.0,58380.0,63050.0,62550.0,61980.0,63090.0,73250.0,76640.0,62640.0,79170.0,62340.0,68720.0,64220.0,60870.0,74300.0,65270.0,76030.0,62920.0,62530.0,66390.0,64940.0,66900.0,68790.0,67170.0,79480.0,53660.0,70560.0,63050.0,44980.0,42840.0,55630.0,1436680.0,20140.0,5690.0,31930.0,13630.0,149230.0,26100.0,24420.0,5480.0,4080.0,93850.0,42630.0,10090.0,8360.0,42400.0,21780.0,10190.0,12010.0,19670.0,20810.0,6000.0,27860.0,34520.0,30690.0,21690.0,13680.0,22360.0,4030.0,9930.0,14380.0,7600.0,55210.0,8330.0,83110.0,35830.0,1830.0,45070.0,19860.0,12200.0,56600.0,5090.0,26710.0,1750.0,49870.0,160600.0,18890.0,1710.0,35160.0,31790.0,6900.0,22950.0,1980.0,990.0,16400.0,510.0
Resolve customer complaints or answer customers' questions regarding policies and procedures.,resolve customer complaints or answer customers questions regarding policies and procedures,Respond to customer problems or complaints.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,First-Line Supervisors of Office and Administrative Support Workers,firstline supervisors of office and administrative support workers,43-1011.00,First-Line Supervisors of Office and Administrative Support Workers,43-1011,43-1011.00,First-Line Supervisors of Office and Administrative Support Workers,Supervisors of Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0339213792885103,4.338549702446551,False,1.2217811538461538,4.36,87.49,0.0926752019684518,0.1,E1,E2,69500.0,60360.0,69840.0,64250.0,58100.0,77590.0,76600.0,78200.0,75220.0,79200.0,64360.0,64620.0,63080.0,61390.0,69010.0,69490.0,64400.0,64000.0,63180.0,57180.0,67530.0,74140.0,76770.0,64720.0,76440.0,58380.0,63050.0,62550.0,61980.0,63090.0,73250.0,76640.0,62640.0,79170.0,62340.0,68720.0,64220.0,60870.0,74300.0,65270.0,76030.0,62920.0,62530.0,66390.0,64940.0,66900.0,68790.0,67170.0,79480.0,53660.0,70560.0,63050.0,44980.0,42840.0,55630.0,1436680.0,20140.0,5690.0,31930.0,13630.0,149230.0,26100.0,24420.0,5480.0,4080.0,93850.0,42630.0,10090.0,8360.0,42400.0,21780.0,10190.0,12010.0,19670.0,20810.0,6000.0,27860.0,34520.0,30690.0,21690.0,13680.0,22360.0,4030.0,9930.0,14380.0,7600.0,55210.0,8330.0,83110.0,35830.0,1830.0,45070.0,19860.0,12200.0,56600.0,5090.0,26710.0,1750.0,49870.0,160600.0,18890.0,1710.0,35160.0,31790.0,6900.0,22950.0,1980.0,990.0,16400.0,510.0
"Resolve customer complaints regarding problems, such as payout errors.",resolve customer complaints regarding problems such as payout errors,Resolve customer complaints or problems.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,Gaming Managers,gaming managers,11-9071.00,Gambling Managers,11-9071,11-9071.00,Entertainment and Recreation Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0113071264295034,4.646854618135914,False,1.4529738461538462,4.59,98.53,0.2334642592138517,0.2,E1,E2,93220.0,93220.0,93220.0,82840.0,77860.0,99230.0,93220.0,93220.0,93220.0,93220.0,96180.0,93220.0,93220.0,93220.0,79610.0,98920.0,76350.0,93220.0,105340.0,82140.0,93220.0,77320.0,100460.0,101860.0,77360.0,97170.0,85630.0,93220.0,61360.0,91250.0,93220.0,101470.0,101260.0,102350.0,93220.0,79300.0,99650.0,77380.0,93220.0,94800.0,93220.0,93220.0,93220.0,93220.0,106670.0,93220.0,93220.0,93220.0,106450.0,74270.0,93220.0,93220.0,93220.0,54640.0,93220.0,5030.0,68.0,10.0,220.0,50.0,620.0,92.0,55.0,16.0,23.0,230.0,157.0,20.0,28.0,310.0,110.0,100.0,46.0,30.0,240.0,21.0,180.0,40.0,190.0,95.0,160.0,70.0,16.0,40.0,790.0,22.0,130.0,70.0,180.0,159.0,30.0,110.0,220.0,63.0,170.0,16.0,74.0,15.0,105.0,60.0,56.0,10.0,132.0,130.0,50.0,95.0,9.0,2.0,100.0,1.0
Resolve customer complaints regarding sales and service.,resolve customer complaints regarding sales and service,Resolve customer complaints or problems.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,Sales Managers,sales managers,11-2022.00,Sales Managers,11-2022,11-2022.00,Marketing and Sales Managers,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",Management Occupations,2026-05-31,0.0113071264295034,4.728857528276435,False,1.3946153846153846,4.35,95.24,0.2119019056893863,0.2,E1,E2,148270.0,124040.0,98860.0,145690.0,108330.0,134910.0,180850.0,162110.0,148270.0,141800.0,131900.0,159890.0,116340.0,135350.0,155280.0,131470.0,134010.0,159990.0,128650.0,110700.0,158660.0,137150.0,191200.0,136870.0,151670.0,108750.0,115370.0,117390.0,126990.0,109790.0,141900.0,173020.0,114080.0,217640.0,150470.0,119990.0,135510.0,128920.0,155810.0,130610.0,154970.0,131080.0,136360.0,128040.0,136020.0,136520.0,138650.0,191130.0,174000.0,94830.0,134870.0,129840.0,60740.0,78960.0,107740.0,637080.0,4670.0,850.0,13870.0,3710.0,112440.0,8780.0,8560.0,1973.0,1930.0,46480.0,17690.0,1710.0,2490.0,32240.0,9700.0,3260.0,6820.0,6650.0,4360.0,2607.0,11245.0,15010.0,17950.0,11240.0,1870.0,7630.0,1200.0,3000.0,5770.0,2820.0,20090.0,1750.0,38510.0,16920.0,550.0,22840.0,3250.0,5260.0,20460.0,1120.0,9340.0,450.0,12270.0,76010.0,8990.0,930.0,9670.0,10030.0,1110.0,10480.0,300.0,220.0,2180.0,40.0
Resolve customer complaints regarding worker performance or services rendered.,resolve customer complaints regarding worker performance or services rendered,Resolve customer complaints or problems.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,"Managers, All Other",managers all other,11-9199.00,"Entertainment and Recreation Managers, Except Gambling",11-9072,11-9072.00,Entertainment and Recreation Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0007632310339914,4.777800616649538,False,0.92295,3.79,98.2,0.2228550770476758,0.3,E1,E2,95304.6153846154,90272.30769230767,90693.84615384616,92126.92307692308,68699.23076923077,108183.84615384616,106034.6153846154,96861.53846153848,113917.57396449705,107678.46153846152,93593.07692307692,96395.3846153846,78972.30769230769,95442.30769230767,95420.76923076923,85093.84615384616,87856.92307692308,90773.07692307692,81216.92307692308,77939.23076923077,95968.46153846152,97018.46153846152,106577.69230769233,90176.15384615384,100875.3846153846,75423.84615384616,91263.07692307692,90171.4201183432,74956.15384615384,94533.84615384616,87566.92307692308,112706.15384615384,103380.65088757395,114070.76923076923,93795.3846153846,95896.8047337278,84283.84615384616,83833.84615384616,97086.15384615384,90562.30769230767,99778.46153846152,90138.46153846152,80326.92307692308,81163.84615384616,92304.6153846154,91390.76923076923,84344.61538461539,106673.84615384616,115738.46153846152,78096.92307692308,91290.76923076923,92452.30769230767,75965.26627218934,58864.61538461538,81413.72781065089,750150.0000000001,2266.923076923077,1386.923076923077,16138.46153846154,3885.384615384616,81340.0,22713.07692307692,5862.307692307692,1940.1538461538464,3588.4615384615386,53677.69230769231,20263.07692307692,1095.3846153846157,4014.6153846153848,19820.000000000004,8391.538461538461,4843.076923076923,4205.384615384615,7188.461538461538,5600.769230769231,1835.384615384616,21425.384615384617,15520.0,18050.0,13197.692307692309,3018.4615384615386,14970.76923076923,2789.846153846154,2303.846153846154,5865.384615384616,2710.7692307692305,20287.69230769231,3022.3076923076924,47500.0,25430.76923076923,2031.692307692308,24112.30769230769,7798.461538461539,13703.076923076922,25402.30769230769,2698.4615384615386,11932.307692307691,956.1538461538462,14552.307692307691,97089.23076923077,11502.307692307691,906.9230769230768,30460.0,25283.07692307692,1775.3846153846152,15013.076923076924,838.4615384615385,375.0769230769231,1650.0,109.6923076923077
Resolve customer complaints regarding worker performance or services rendered.,resolve customer complaints regarding worker performance or services rendered,Resolve customer complaints or problems.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,First-Line Supervisors of Personal Service Workers,firstline supervisors of personal service workers,39-1021.00,"First-Line Supervisors of Entertainment and Recreation Workers, Except Gambling Services",39-1014,39-1014.00,First-Line Supervisors of Entertainment and Recreation Workers,Supervisors of Personal Care and Service Workers,Personal Care and Service Occupations,2026-05-31,0.0007632310339914,4.777800616649538,False,0.7419826923076923,4.045,93.28,0.2977242440602369,0.4,E1,E2,52648.57142857143,45328.16326530612,52521.02040816326,48103.87755102041,42089.59183673469,54053.87755102041,55753.87755102041,53239.59183673469,54649.59183673469,57843.87755102041,50041.02040816326,47236.73469387755,54613.87755102041,47862.44897959184,49236.73469387755,48879.59183673469,44101.02040816326,49516.73469387755,44841.02040816326,43812.44897959184,55429.59183673469,50978.16326530612,54821.02040816326,45913.87755102041,51263.87755102041,44126.73469387755,47903.87755102041,49351.02040816326,47435.30612244898,48341.02040816326,52028.16326530612,53005.30612244898,45022.44897959184,53865.30612244898,49031.02040816326,49248.16326530612,46221.02040816326,42915.30612244898,52588.16326530612,48365.30612244898,52128.16326530612,48878.16326530612,48346.73469387755,47205.30612244898,47212.44897959184,46846.73469387755,53829.59183673469,49358.16326530612,59136.73469387755,41461.02040816326,49328.16326530612,51036.73469387755,36049.59183673469,35923.87755102041,52648.57142857143,113021.42857142858,1701.7142857142858,371.4285714285714,2164.0,774.5714285714286,12277.428571428572,3274.2857142857147,1627.142857142857,364.2857142857143,343.42857142857144,6615.714285714285,3134.285714285714,649.4285714285714,625.4285714285714,3850.857142857143,1971.7142857142856,1116.0,875.1428571428571,1076.857142857143,1100.571428571429,386.57142857142856,2435.714285714286,2364.5714285714284,2708.5714285714284,2102.857142857143,772.8571428571429,1572.857142857143,422.5714285714286,717.1428571428571,1572.857142857143,653.7142857142857,3722.571428571429,431.1428571428572,5842.857142857143,3560.857142857143,260.0,3662.0,1089.428571428571,1555.7142857142856,5415.428571428572,389.1428571428571,1778.2857142857142,281.42857142857144,1747.7142857142858,9634.285714285714,1365.142857142857,252.57142857142856,3002.0,2005.428571428572,439.1428571428572,2655.428571428572,200.8571428571429,52.285714285714285,452.2857142857143,23.0
Resolve customer complaints regarding worker performance or services rendered.,resolve customer complaints regarding worker performance or services rendered,Resolve customer complaints or problems.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,First-Line Supervisors of Personal Service Workers,firstline supervisors of personal service workers,39-1021.00,First-Line Supervisors of Personal Service Workers,39-1022,39-1022.00,First-Line Supervisors of Personal Service Workers,Supervisors of Personal Care and Service Workers,Personal Care and Service Occupations,2026-05-31,0.0007632310339914,4.777800616649538,False,0.5610153846153847,4.3,88.36,0.212491247035679,0.5,E1,E2,52648.57142857143,45328.16326530612,52521.02040816326,48103.87755102041,42089.59183673469,54053.87755102041,55753.87755102041,53239.59183673469,54649.59183673469,57843.87755102041,50041.02040816326,47236.73469387755,54613.87755102041,47862.44897959184,49236.73469387755,48879.59183673469,44101.02040816326,49516.73469387755,44841.02040816326,43812.44897959184,55429.59183673469,50978.16326530612,54821.02040816326,45913.87755102041,51263.87755102041,44126.73469387755,47903.87755102041,49351.02040816326,47435.30612244898,48341.02040816326,52028.16326530612,53005.30612244898,45022.44897959184,53865.30612244898,49031.02040816326,49248.16326530612,46221.02040816326,42915.30612244898,52588.16326530612,48365.30612244898,52128.16326530612,48878.16326530612,48346.73469387755,47205.30612244898,47212.44897959184,46846.73469387755,53829.59183673469,49358.16326530612,59136.73469387755,41461.02040816326,49328.16326530612,51036.73469387755,36049.59183673469,35923.87755102041,52648.57142857143,113021.42857142858,1701.7142857142858,371.4285714285714,2164.0,774.5714285714286,12277.428571428572,3274.2857142857147,1627.142857142857,364.2857142857143,343.42857142857144,6615.714285714285,3134.285714285714,649.4285714285714,625.4285714285714,3850.857142857143,1971.7142857142856,1116.0,875.1428571428571,1076.857142857143,1100.571428571429,386.57142857142856,2435.714285714286,2364.5714285714284,2708.5714285714284,2102.857142857143,772.8571428571429,1572.857142857143,422.5714285714286,717.1428571428571,1572.857142857143,653.7142857142857,3722.571428571429,431.1428571428572,5842.857142857143,3560.857142857143,260.0,3662.0,1089.428571428571,1555.7142857142856,5415.428571428572,389.1428571428571,1778.2857142857142,281.42857142857144,1747.7142857142858,9634.285714285714,1365.142857142857,252.57142857142856,3002.0,2005.428571428572,439.1428571428572,2655.428571428572,200.8571428571429,52.285714285714285,452.2857142857143,23.0
Resolve customer complaints regarding worker performance or services rendered.,resolve customer complaints regarding worker performance or services rendered,Resolve customer complaints or problems.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,First-Line Supervisors of Personal Service Workers,firstline supervisors of personal service workers,39-1021.00,First-Line Supervisors of Passenger Attendants,53-1044,53-1044.00,First-Line Supervisors of Transportation and Material Moving Workers,Supervisors of Transportation and Material Moving Workers,Transportation and Material Moving Occupations,2026-05-31,0.0007632310339914,4.777800616649538,False,0.7419826923076923,4.045,93.28,0.3819418678162634,0.4,E1,E2,52648.57142857143,45328.16326530612,52521.02040816326,48103.87755102041,42089.59183673469,54053.87755102041,55753.87755102041,53239.59183673469,54649.59183673469,57843.87755102041,50041.02040816326,47236.73469387755,54613.87755102041,47862.44897959184,49236.73469387755,48879.59183673469,44101.02040816326,49516.73469387755,44841.02040816326,43812.44897959184,55429.59183673469,50978.16326530612,54821.02040816326,45913.87755102041,51263.87755102041,44126.73469387755,47903.87755102041,49351.02040816326,47435.30612244898,48341.02040816326,52028.16326530612,53005.30612244898,45022.44897959184,53865.30612244898,49031.02040816326,49248.16326530612,46221.02040816326,42915.30612244898,52588.16326530612,48365.30612244898,52128.16326530612,48878.16326530612,48346.73469387755,47205.30612244898,47212.44897959184,46846.73469387755,53829.59183673469,49358.16326530612,59136.73469387755,41461.02040816326,49328.16326530612,51036.73469387755,36049.59183673469,35923.87755102041,52648.57142857143,113021.42857142858,1701.7142857142858,371.4285714285714,2164.0,774.5714285714286,12277.428571428572,3274.2857142857147,1627.142857142857,364.2857142857143,343.42857142857144,6615.714285714285,3134.285714285714,649.4285714285714,625.4285714285714,3850.857142857143,1971.7142857142856,1116.0,875.1428571428571,1076.857142857143,1100.571428571429,386.57142857142856,2435.714285714286,2364.5714285714284,2708.5714285714284,2102.857142857143,772.8571428571429,1572.857142857143,422.5714285714286,717.1428571428571,1572.857142857143,653.7142857142857,3722.571428571429,431.1428571428572,5842.857142857143,3560.857142857143,260.0,3662.0,1089.428571428571,1555.7142857142856,5415.428571428572,389.1428571428571,1778.2857142857142,281.42857142857144,1747.7142857142858,9634.285714285714,1365.142857142857,252.57142857142856,3002.0,2005.428571428572,439.1428571428572,2655.428571428572,200.8571428571429,52.285714285714285,452.2857142857143,23.0
"Resolve customers' service or billing complaints by performing activities such as exchanging merchandise, refunding money, or adjusting bills.",resolve customers service or billing complaints by performing activities such as exchanging merchandise refunding money or adjusting bills,Respond to customer problems or complaints.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,Customer Service Representatives,customer service representatives,43-4051.00,Customer Service Representatives,43-4051,43-4051.00,Customer Service Representatives,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.740637573506655,True,2.3022230769230774,4.19,63.89,1.2158313839445172,0.8884720802571039,E1,E2,44770.0,38400.0,45150.0,45690.0,37840.0,49560.0,47540.0,48090.0,48190.0,48250.0,40440.0,39630.0,45650.0,43200.0,46130.0,43140.0,46090.0,40320.0,38700.0,37330.0,47160.0,42830.0,49120.0,43950.0,48800.0,36380.0,44190.0,45290.0,43940.0,40560.0,47300.0,47740.0,39030.0,48000.0,40240.0,44670.0,45610.0,38650.0,47450.0,44630.0,47550.0,38860.0,40650.0,42830.0,40420.0,43140.0,47500.0,42730.0,50330.0,38430.0,46970.0,42340.0,30350.0,26700.0,37140.0,2595750.0,33290.0,2410.0,87020.0,20680.0,176850.0,38770.0,24490.0,7470.0,7550.000000000001,228000.0,97850.0,8010.0,18770.0,100970.0,44630.0,30100.0,29200.0,38630.0,25780.0,7560.0,37740.0,49990.0,71310.0,53340.0,20860.0,50530.0,4910.0,15340.0,32110.0,12750.0,59690.0,16950.0,141090.0,89510.0,5750.0,85930.0,34460.0,19440.0,94340.0,7890.0,51000.0,6120.0,59730.0,337170.0,44490.0,2870.0,59850.0,39760.0,9860.0,50840.0,2110.0,720.0,20330.0,320.0
"Resolve customers' service or billing complaints by performing activities such as exchanging merchandise, refunding money, or adjusting bills.",resolve customers service or billing complaints by performing activities such as exchanging merchandise refunding money or adjusting bills,Execute sales or other financial transactions.,Execute financial transactions.,Performing Administrative Activities,Customer Service Representatives,customer service representatives,43-4051.00,Customer Service Representatives,43-4051,43-4051.00,Customer Service Representatives,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.740637573506655,True,2.3022230769230774,4.19,63.89,1.2158313839445172,0.8884720802571039,E1,E2,44770.0,38400.0,45150.0,45690.0,37840.0,49560.0,47540.0,48090.0,48190.0,48250.0,40440.0,39630.0,45650.0,43200.0,46130.0,43140.0,46090.0,40320.0,38700.0,37330.0,47160.0,42830.0,49120.0,43950.0,48800.0,36380.0,44190.0,45290.0,43940.0,40560.0,47300.0,47740.0,39030.0,48000.0,40240.0,44670.0,45610.0,38650.0,47450.0,44630.0,47550.0,38860.0,40650.0,42830.0,40420.0,43140.0,47500.0,42730.0,50330.0,38430.0,46970.0,42340.0,30350.0,26700.0,37140.0,2595750.0,33290.0,2410.0,87020.0,20680.0,176850.0,38770.0,24490.0,7470.0,7550.000000000001,228000.0,97850.0,8010.0,18770.0,100970.0,44630.0,30100.0,29200.0,38630.0,25780.0,7560.0,37740.0,49990.0,71310.0,53340.0,20860.0,50530.0,4910.0,15340.0,32110.0,12750.0,59690.0,16950.0,141090.0,89510.0,5750.0,85930.0,34460.0,19440.0,94340.0,7890.0,51000.0,6120.0,59730.0,337170.0,44490.0,2870.0,59850.0,39760.0,9860.0,50840.0,2110.0,720.0,20330.0,320.0
Resolve discrepancies in accounting records.,resolve discrepancies in accounting records,Reconcile records of sales or other financial transactions.,Reconcile financial data.,Processing Information,Billing and Posting Clerks,billing and posting clerks,43-3021.00,Billing and Posting Clerks,43-3021,43-3021.00,Billing and Posting Clerks,Financial Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.59084091590841,False,1.2090938461538463,4.63,82.08,0.3371210315297153,0.5,E2,E1,48500.0,39520.0,52170.0,47730.0,38780.0,56260.0,52670.0,52000.0,52110.0,64330.0,46540.0,47390.0,51240.0,46440.0,49730.0,46400.0,47110.0,46420.0,45590.0,43170.0,47840.0,52210.0,56110.0,46890.0,55810.0,41190.0,46760.0,46730.0,47410.0,47430.0,50710.0,51750.0,46120.0,53320.0,47160.0,48550.0,46390.0,45120.0,51860.0,46890.0,52910.0,45250.0,46180.0,46330.0,45910.0,46470.0,50730.0,47580.0,56090.0,39300.0,48230.0,44880.0,26900.0,28490.0,43430.0,404060.0,3780.0,370.0,8490.0,4390.0,41290.0,8170.0,4170.0,1270.0,530.0,28560.0,11450.0,1340.0,2850.0,21010.0,8060.0,3660.0,3890.0,5200.0,5970.0,1850.0,5960.0,7430.0,12550.0,6300.0,3040.0,8550.0,1890.0,3310.0,3720.0,1480.0,14910.0,2050.0,32770.0,7000.0,660.0,19480.0,4460.0,5030.0,15800.0,980.0,5550.0,770.0,7990.0,31150.0,4000.0,890.0,7500.0,11960.0,2180.0,7790.0,580.0,80.0,4800.0,30.0
"Resolve problems concerning transportation, logistics systems, imports or exports, or customer issues.",resolve problems concerning transportation logistics systems imports or exports or customer issues,Resolve customer complaints or problems.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,"Transportation, Storage, and Distribution Managers",transportation storage and distribution managers,11-3071.00,"Transportation, Storage, and Distribution Managers",11-3071,11-3071.00,"Transportation, Storage, and Distribution Managers",Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.8116,False,1.060383076923077,4.07,100.0,0.3108036997825026,0.4,E1,E2,107230.0,118320.0,103080.0,98750.0,89200.0,123780.0,132610.0,114210.0,145000.0,132180.0,101570.0,123330.0,101480.0,93920.0,120250.0,108720.0,99010.0,106130.0,100340.0,93650.0,102110.0,105180.0,123830.0,99100.0,118180.0,85770.0,102870.0,108180.0,97380.0,99860.0,129470.0,130610.0,101420.0,127180.0,106100.0,100720.0,101550.0,96830.0,103520.0,105240.0,117600.0,106860.0,107410.0,100740.0,100700.0,102180.0,101850.0,119140.0,136500.0,98230.0,95900.0,112310.0,83360.0,83560.0,56390.0,67132.0,759.0,140.0,2058.0,874.0,18539.0,1402.0,1463.0,188.0,370.0,4258.0,4067.0,504.0,631.0,6696.0,2543.0,1123.0,698.0,1420.0,1724.0,225.0,2155.0,2616.0,4966.0,2446.0,1463.0,2216.0,182.0,862.0,1366.0,322.0,5536.0,401.0,4091.0,4037.0,237.0,5755.0,1008.0,1736.0,5184.0,273.0,2100.0,225.0,2981.0,17428.0,1827.0,237.0,2052.0,1512.0,322.0,3284.0,79.0,91.0,498.0,24.0
Resolve problems or discrepancies concerning customers' accounts.,resolve problems or discrepancies concerning customers accounts,Respond to customer problems or complaints.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,Tellers,tellers,43-3071.00,Tellers,43-3071,43-3071.00,Tellers,Financial Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.734440267335005,False,1.876774615384616,4.61,96.83,0.1527455847966567,0.1,E1,E2,43030.0,37350.0,46770.0,45250.0,35710.0,46900.0,46060.0,46320.0,45340.0,45590.0,45580.0,41690.0,43910.0,42380.0,38670.0,38730.0,38450.0,36840.0,37210.0,35680.0,42890.0,46010.0,46900.0,39240.0,44190.0,36810.0,36650.0,38080.0,38140.0,44980.0,44460.0,47210.0,37680.0,44400.0,44830.0,39300.0,39810.0,35840.0,44440.0,40200.0,45300.0,42280.0,38460.0,36750.0,38050.0,38370.0,44030.0,45120.0,47670.0,34560.0,39640.0,38290.0,43030.0,30430.0,32750.0,329480.0,6770.0,1020.0,3770.0,4250.0,25230.0,5370.0,3220.0,1400.0,700.0,14700.0,7820.0,1760.0,2690.0,16960.0,8400.0,5470.0,4720.0,5350.0,4900.0,2410.0,3860.0,7190.0,13420.0,5740.0,3750.0,10030.0,1660.0,4590.0,1850.0,1550.0,10270.0,2330.0,15040.0,5260.0,1990.0,13890.0,7230.0,2990.0,14800.0,830.0,4400.0,1560.0,7560.0,25860.0,4790.0,930.0,7410.000000000001,9180.0,2620.0,9030.0,970.0,140.0,2850.0,130.0
"Respond to customer and supplier inquiries about order status, changes, or cancellations.",respond to customer and supplier inquiries about order status changes or cancellations,Discuss account status or activity with customers or patrons.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,Procurement Clerks,procurement clerks,43-3061.00,Procurement Clerks,43-3061,43-3061.00,Procurement Clerks,Financial Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.732029224605232,False,1.8167953846153848,4.12,91.05,0.1457708409145051,0.1,E2,E2,50580.0,52940.0,54100.0,47970.0,47760.0,56160.0,55210.0,50510.0,47470.0,62880.0,48710.0,50730.0,53890.0,50310.0,47770.0,49210.0,48870.0,47730.0,50610.0,49680.0,53070.0,53960.0,60110.0,49980.0,58100.0,46270.0,48820.0,49560.0,47950.0,51530.0,58830.0,57460.0,51080.0,54080.0,50390.0,51630.0,49880.0,49940.0,52700.0,53800.0,53980.0,49810.0,46690.0,38710.0,47660.0,54950.0,47960.0,54660.0,52910.0,48050.0,49410.0,50380.0,38100.0,30940.0,50580.0,55810.0,260.0,230.0,1300.0,400.0,7080.0,830.0,710.0,140.0,220.0,2890.0,1800.0,330.0,470.0,1950.0,1110.0,680.0,430.0,810.0,760.0,320.0,1230.0,520.0,1220.0,790.0,860.0,630.0,150.0,910.0,580.0,190.0,2370.0,460.0,2680.0,1460.0,90.0,1350.0,830.0,510.0,2360.0,210.0,900.0,170.0,3900.0,3740.0,540.0,90.0,930.0,1750.0,520.0,1050.0,120.0,150.0,670.0,11.0
"Respond to customer complaints, legal inquiries, payment negotiations, or other post-service matters.",respond to customer complaints legal inquiries payment negotiations or other postservice matters,Resolve customer complaints or problems.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,Funeral Service Managers,funeral service managers,11-9061.00,Funeral Home Managers,11-9171,11-9171.00,Personal Service Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0113071264295034,4.695108194031382,False,0.3892165384615385,3.89,99.65,0.097892549154881,0.3,E1,E2,78790.0,63010.0,78790.0,61420.0,60260.0,82370.0,78790.0,102810.0,78790.0,78790.0,72180.0,79010.0,61440.0,78790.0,78790.0,77910.0,81220.0,61890.0,47040.0,81930.0,76020.0,100670.0,80790.0,77140.0,79900.0,63390.0,66670.0,84900.0,78590.0,60750.0,83200.0,101520.0,82850.0,103530.0,80730.0,68080.0,99440.0,64440.0,80350.0,104400.0,122150.0,77400.0,100880.0,78130.0,67740.0,82510.0,78790.0,81700.0,102540.0,71990.0,79560.0,78790.0,78790.0,78790.0,78790.0,13910.0,490.0,29.0,200.0,230.0,760.0,120.0,90.0,60.0,62.0,1050.0,420.0,90.0,76.0,270.0,300.0,210.0,130.0,400.0,190.0,60.0,260.0,280.0,430.0,500.0,140.0,560.0,50.0,110.0,100.0,60.0,420.0,60.0,820.0,460.0,40.0,420.0,200.0,90.0,560.0,120.0,220.0,70.0,430.0,1230.0,160.0,27.0,310.0,80.0,150.0,440.0,25.0,6.0,83.0,3.0
Respond to customer inquiries or complaints.,respond to customer inquiries or complaints,Resolve customer complaints or problems.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,Spa Managers,spa managers,39-1021.01,Spa Managers,11-9179,11-9179.02,Personal Service Managers,Other Management Occupations,Management Occupations,2026-05-31,0.1696068964425518,4.631169672750838,False,2.997804615384615,4.69,100.0,0.2556197457177358,0.1,E1,E2,69770.0,69770.0,69770.0,69770.0,69770.0,77840.0,83080.0,69770.0,69770.0,69770.0,61460.0,73720.0,88130.0,69770.0,63500.0,61300.0,69720.0,69770.0,69770.0,69770.0,69770.0,83990.0,69770.0,52840.0,69770.0,44600.0,69770.0,69770.0,58640.0,69770.0,69770.0,77350.0,69770.0,65150.0,73990.0,69770.0,58940.0,64810.0,64910.0,72640.0,69770.0,61100.0,69770.0,72360.0,61310.0,51500.0,99570.0,65800.0,75700.0,69770.0,104860.0,69770.0,69770.0,69770.0,69770.0,4851.0,66.0,10.0,100.0,41.0,1866.0,28.0,53.0,15.0,21.0,307.0,130.0,102.0,27.0,93.0,111.0,214.0,45.0,62.0,60.0,19.0,473.0,112.0,136.0,91.0,56.0,91.0,16.0,74.0,48.0,21.0,158.0,27.0,381.0,223.0,13.0,172.0,46.0,74.0,260.0,16.0,71.0,14.0,158.0,436.0,54.0,28.0,74.0,46.0,21.0,56.0,8.0,2.0,29.0,1.0
Respond to general inquiries or requests from the public.,respond to general inquiries or requests from the public,Provide technical information or assistance to public.,Provide information or assistance to the public.,Communicating with People Outside the Organization,Agricultural and Food Science Technicians,agricultural and food science technicians,19-4011.00,Agricultural Technicians,19-4012,19-4012.00,Agricultural and Food Science Technicians,"Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Occupations",2026-05-31,0.0452285057180138,3.879313973063973,False,0.1277153846153846,3.0,56.32,0.006536371926276,0.1,E1,E1,50463.333333333336,47288.8888888889,50463.333333333336,58814.444444444445,46770.0,58280.0,50860.0,50208.8888888889,51827.77777777778,50463.333333333336,47966.66666666666,50356.66666666666,48794.444444444445,48906.66666666666,51213.333333333336,45656.66666666666,59626.66666666666,44776.66666666666,61496.66666666666,48412.22222222223,48427.77777777778,52413.333333333336,52592.22222222223,45896.66666666666,57520.0,49686.66666666666,55896.66666666666,50463.333333333336,47790.0,48750.0,45167.77777777778,55156.66666666666,49142.22222222223,49043.333333333336,50526.66666666666,48127.77777777778,52662.22222222223,40973.333333333336,48063.333333333336,48553.333333333336,50463.333333333336,40686.66666666666,43866.66666666666,46907.77777777778,49433.333333333336,46076.66666666666,53968.8888888889,49260.0,52836.66666666666,50463.333333333336,49543.333333333336,58901.11111111112,50463.333333333336,45658.8888888889,50463.333333333336,14953.333333333332,144.66666666666666,31.0,309.0,220.0,2943.333333333333,156.66666666666669,162.0,46.0,67.0,243.3333333333333,766.6666666666667,120.0,620.0,563.3333333333334,450.0,239.3333333333333,320.0,193.3333333333333,133.33333333333331,53.66666666666667,226.66666666666669,318.0,383.3333333333333,480.0,143.33333333333334,330.0,49.0,443.33333333333337,63.333333333333336,41.66666666666667,469.33333333333337,95.33333333333334,446.6666666666667,410.0,80.33333333333334,170.0,125.33333333333334,593.3333333333333,270.0,48.0,80.0,266.6666666666667,144.33333333333331,380.0,53.333333333333336,36.0,163.33333333333331,533.3333333333333,67.0,593.3333333333333,29.0,6.0,76.66666666666667,3.0
"Respond to passengers' questions, requests, or complaints.",respond to passengers questions requests or complaints,Provide transportation information to passengers or customers.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,"Transportation Attendants, Except Flight Attendants",transportation attendants except flight attendants,53-6061.00,Passenger Attendants,53-6061,53-6061.00,Passenger Attendants,Other Transportation Workers,Transportation and Material Moving Occupations,2026-05-31,0.0030529241359659,4.428773463615326,False,2.511566153846154,4.15,93.62,0.3927492087367993,0.2,E2,E1,37720.0,37720.0,54290.0,36820.0,37720.0,43340.0,37550.0,34320.0,37720.0,52730.0,29680.0,26330.0,42360.0,37720.0,38930.0,37720.0,37720.0,37720.0,44810.0,37720.0,37720.0,33350.0,43350.0,40250.0,37720.0,37720.0,34110.0,37720.0,37720.0,32130.0,37720.0,39760.0,37720.0,41590.0,35740.0,37720.0,26220.0,32920.0,39910.0,33000.0,37720.0,28710.0,37720.0,27380.0,31230.0,25840.0,37720.0,38810.0,41760.0,37720.0,24650.0,37720.0,37720.0,37720.0,37720.0,27110.0,366.0,220.0,250.0,226.0,2810.0,870.0,110.0,84.0,710.0,2590.0,847.0,610.0,149.0,1700.0,554.0,270.0,249.0,346.0,335.0,111.0,950.0,1330.0,840.0,511.0,201.0,480.0,89.0,177.0,90.0,118.0,640.0,151.0,3190.0,110.0,74.0,961.0,40.0,341.0,500.0,87.0,120.0,79.0,300.0,5170.0,370.0,53.0,70.0,900.0,122.0,330.0,49.0,12.0,163.0,6.0
"Respond to questions from patrons, and provide information about animals, such as behavior, habitat, breeding habits, or facility activities.",respond to questions from patrons and provide information about animals such as behavior habitat breeding habits or facility activities,Respond to customer inquiries.,Respond to customer problems or inquiries.,Performing for or Working Directly with the Public,Nonfarm Animal Caretakers,nonfarm animal caretakers,39-2021.00,Animal Caretakers,39-2021,39-2021.00,Animal Caretakers,Animal Care and Service Workers,Personal Care and Service Occupations,2026-05-31,0.0113071264295034,4.639957009792214,False,2.774959615384615,4.18,95.11,0.2200280017463495,0.1,E1,E1,35360.0,28330.0,36640.0,38180.0,30230.0,38700.0,37430.0,37310.0,33910.0,44210.0,34150.0,29860.0,40130.0,32170.0,35570.0,29990.0,30080.0,29830.0,30720.0,27910.0,37230.0,36780.0,39650.0,30320.0,36430.0,26970.0,31230.0,34210.0,31680.0,30320.0,34790.0,35850.0,33570.0,37840.0,30870.0,34040.0,30310.0,28940.0,36580.0,31360.0,37120.0,31280.0,30390.0,30550.0,32730.0,34750.0,36090.0,34380.0,40570.0,28550.0,30160.0,29080.0,35360.0,27600.0,35570.0,266910.0,4100.0,550.0,6330.0,2040.0,25710.0,6290.0,3000.0,1230.0,460.0,17210.0,9110.0,570.0,1760.0,11070.0,6420.0,3480.0,3000.0,6140.0,2660.0,1430.0,5570.0,6900.0,6290.0,4250.0,1900.0,5820.0,1200.0,2100.0,2470.0,1810.0,5890.0,1710.0,12470.0,9730.0,770.0,9350.0,3170.0,3470.0,9910.0,1020.0,4090.0,1110.0,6110.0,20450.0,2350.0,430.0,10070.0,6620.0,1160.0,5720.0,460.0,114.0,520.0,50.0
Respond to requests for assistance during emergencies or crises.,respond to requests for assistance during emergencies or crises,Intervene in crisis situations to assist clients.,Counsel others about personal matters.,Providing Consultation and Advice to Others,Clergy,clergy,21-2011.00,Clergy,21-2011,21-2011.00,Clergy,Religious Workers,Community and Social Service Occupations,2026-05-31,0.0030529241359659,4.272459499263623,False,0.4077038461538461,4.07,99.95,0.0652126476444317,0.2,E0,E0,60810.0,50180.0,55780.0,61900.0,49070.0,77710.0,63700.0,63470.0,63260.0,64800.0,56940.0,60530.0,61050.0,59570.0,61820.0,59020.0,60630.0,52130.0,58920.0,54140.0,64340.0,61620.0,72190.0,56490.0,61230.0,52450.0,58740.0,59550.0,57520.0,73910.0,65200.0,65500.0,64100.0,58580.0,59600.0,60680.0,59160.0,59110.0,63140.0,58300.0,59660.0,56630.0,59860.0,57260.0,59480.0,60810.0,64950.0,55430.0,80830.0,48460.0,60950.0,61590.0,37460.0,28880.0,60810.0,57200.0,850.0,150.0,1070.0,350.0,7110.0,440.0,900.0,120.0,310.0,3560.0,1380.0,720.0,150.0,2200.0,1060.0,370.0,450.0,410.0,400.0,160.0,670.0,840.0,1880.0,1160.0,250.0,920.0,680.0,270.0,210.0,100.0,1460.0,270.0,7790.0,1430.0,120.0,2020.0,510.0,3850.0,2150.0,230.0,450.0,140.0,710.0,3180.0,634.0,50.0,1220.0,1060.0,290.0,770.0,40.0,30.0,290.0,12.0
Respond to requests for information about employers' activities or status.,respond to requests for information about employers activities or status,Coordinate with external parties to exchange information.,"Coordinate activities with clients, agencies, or organizations.","Communicating with Supervisors, Peers, or Subordinates",Public Relations and Fundraising Managers,public relations and fundraising managers,11-2031.00,Public Relations Managers,11-2032,11-2032.00,Public Relations and Fundraising Managers,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",Management Occupations,2026-05-31,0.0030529241359659,4.837783933518006,False,0.2064952797202797,4.041818181818182,80.9509090909091,0.1720867409074225,0.6234083733831877,E2,E1,142145.55555555556,94985.55555555556,116957.77777777778,114860.0,96823.33333333331,160844.44444444444,155567.77777777778,147172.22222222222,148285.55555555556,185182.22222222225,120814.44444444444,129733.33333333331,102543.33333333331,95900.0,126278.88888888888,114500.0,115834.44444444444,127860.0,115086.66666666669,100551.11111111112,155724.44444444444,145240.0,167295.55555555556,116891.11111111112,136346.66666666666,93928.88888888888,113912.22222222222,109357.90123456792,102837.77777777778,112416.66666666669,138086.66666666666,167317.77777777778,112242.22222222222,178353.33333333334,130855.55555555556,115807.77777777778,114847.77777777778,101823.33333333331,125118.88888888888,116545.55555555556,156055.55555555556,104546.66666666669,142145.55555555556,123027.77777777778,119970.0,124341.11111111112,139262.0987654321,169093.33333333334,154455.55555555556,80606.66666666667,116004.44444444444,142145.55555555556,142145.55555555556,87813.45679012345,142145.55555555556,66841.11111111111,466.6666666666666,320.0,1027.7777777777778,297.77777777777777,8517.777777777777,1087.6666666666667,892.2222222222222,158.88888888888889,5941.111111111111,2618.8888888888887,1348.888888888889,356.6666666666667,300.22222222222223,2790.0,564.4444444444445,572.2222222222222,268.8888888888889,443.3333333333333,260.0,262.0,1370.0,2190.0,1533.3333333333333,1107.7777777777776,147.77777777777777,869.7777777777778,177.77777777777777,345.55555555555554,383.33333333333337,316.66666666666663,2048.888888888889,210.0,6903.333333333333,1403.3333333333333,107.7777777777778,1451.111111111111,430.0,1354.4444444444443,2152.222222222222,212.2222222222222,554.4444444444445,195.0,611.1111111111111,6938.888888888889,480.0,257.77777777777777,2225.555555555556,1485.5555555555557,76.66666666666667,874.4444444444445,120.0,28.0,260.22222222222223,14.0
Respond to requests for information from the media or designate an appropriate spokesperson or information source.,respond to requests for information from the media or designate an appropriate spokesperson or information source,Provide educational information to the public.,Provide information or assistance to the public.,Communicating with People Outside the Organization,Public Relations Specialists,public relations specialists,27-3031.00,Public Relations Specialists,27-3031,27-3031.00,Public Relations Specialists,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,3.249893752656183,False,1.3459457692307693,4.55,100.0,0.10593367341407,0.1,E2,E2,74750.0,61710.0,70050.0,66710.0,65000.0,85030.0,80680.0,84990.0,76120.0,102740.0,63660.0,73200.0,63880.0,61110.0,76380.0,64900.0,62970.0,64860.0,60150.0,60470.0,62450.0,79560.0,79660.0,65300.0,68620.0,59810.0,61130.0,63780.0,61780.0,73840.0,73280.0,80130.0,68700.0,81250.0,67230.0,70280.0,64840.0,64920.0,74900.0,57460.0,77540.0,62730.0,64520.0,60900.0,65160.0,62670.0,66060.0,80380.0,87470.0,56730.0,67240.0,67490.0,48460.0,44950.0,59990.0,283380.0,2410.0,640.0,5350.0,980.0,32710.0,7410.0,1910.0,930.0,16720.0,17820.0,6860.0,1800.0,1220.0,6200.0,3750.0,2890.0,2340.0,2580.0,1710.0,1400.0,4190.0,6760.0,7510.0,8260.0,950.0,4820.0,1760.0,1590.0,1600.0,1140.0,4980.0,1130.0,28250.0,9910.0,640.0,6670.0,2280.0,4510.0,11180.0,1140.0,2950.0,210.0,3380.0,25220.0,1800.0,1260.0,9990.0,6430.0,350.0,4410.0,480.0,121.0,520.0,60.0
"Respond to user email inquiries, or set up automated systems to send responses.",respond to user email inquiries or set up automated systems to send responses,Provide customer service to clients or users.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,Web Developers,web developers,15-1134.00,Web Developers,15-1254,15-1254.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0734963217917724,4.882006204756981,False,1.3980034615384616,3.67,100.0,0.1076905588550771,0.1,E2,E1,98992.64705882352,72653.81487889274,83517.34429065743,88434.70588235294,77620.8910034602,128812.9411764706,91499.11764705884,90808.5294117647,86000.58823529411,110755.88235294116,87110.57958477509,97867.35294117648,98992.64705882352,70885.29411764706,85317.35294117648,71124.11764705883,66920.29411764706,71930.29411764706,79483.82352941176,76087.05882352941,98992.64705882352,103787.9411764706,106891.4705882353,88712.94117647059,90754.41176470587,70804.10899653978,85431.76470588235,70425.58823529411,72062.64705882352,81487.64705882352,96639.70588235294,95252.64705882352,59838.23529411765,111103.23529411764,97381.17647058824,67758.5294117647,90256.75605536332,77384.11764705883,85561.17647058824,96315.88235294116,102526.76470588236,79721.17647058824,77863.53806228373,68473.23529411765,95216.17647058824,100069.41176470587,92620.8910034602,99745.88235294116,130462.35294117648,74685.88235294117,93262.0588235294,67633.23529411765,61108.52076124567,47517.64705882353,98992.64705882352,62631.91176470588,482.9411764705882,74.11764705882354,898.2352941176471,468.1764705882353,18367.941176470587,2557.3529411764707,923.2352941176472,158.23529411764707,457.9411764705882,4334.558823529412,2226.470588235294,164.70588235294116,287.05882352941177,3047.058823529412,1027.6470588235293,559.7058823529412,332.3529411764706,448.8235294117647,311.1764705882353,287.3529411764705,1596.764705882353,2387.058823529412,1675.0,1378.8235294117646,212.35294117647047,1187.9411764705883,298.52941176470586,503.8235294117647,809.4117647058823,447.6470588235294,2205.2941176470586,169.11764705882354,11014.411764705885,2795.5882352941176,98.23529411764706,2153.823529411765,370.88235294117646,1190.294117647059,2312.6470588235293,222.7941176470588,760.2941176470589,274.3235294117647,2732.058823529412,5468.823529411765,1157.0588235294117,99.05882352941175,3137.058823529412,8425.588235294117,288.2352941176471,1012.3529411764706,83.52941176470588,28.676470588235293,221.1764705882353,13.0
"Respond to user email inquiries, or set up automated systems to send responses.",respond to user email inquiries or set up automated systems to send responses,Provide customer service to clients or users.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,Web Developers,web developers,15-1134.00,Web and Digital Interface Designers,15-1255,15-1255.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0734963217917724,4.882006204756981,False,1.3980034615384616,3.67,100.0,0.067323351405521,0.1,E2,E1,98992.64705882352,72653.81487889274,83517.34429065743,88434.70588235294,77620.8910034602,128812.9411764706,91499.11764705884,90808.5294117647,86000.58823529411,110755.88235294116,87110.57958477509,97867.35294117648,98992.64705882352,70885.29411764706,85317.35294117648,71124.11764705883,66920.29411764706,71930.29411764706,79483.82352941176,76087.05882352941,98992.64705882352,103787.9411764706,106891.4705882353,88712.94117647059,90754.41176470587,70804.10899653978,85431.76470588235,70425.58823529411,72062.64705882352,81487.64705882352,96639.70588235294,95252.64705882352,59838.23529411765,111103.23529411764,97381.17647058824,67758.5294117647,90256.75605536332,77384.11764705883,85561.17647058824,96315.88235294116,102526.76470588236,79721.17647058824,77863.53806228373,68473.23529411765,95216.17647058824,100069.41176470587,92620.8910034602,99745.88235294116,130462.35294117648,74685.88235294117,93262.0588235294,67633.23529411765,61108.52076124567,47517.64705882353,98992.64705882352,62631.91176470588,482.9411764705882,74.11764705882354,898.2352941176471,468.1764705882353,18367.941176470587,2557.3529411764707,923.2352941176472,158.23529411764707,457.9411764705882,4334.558823529412,2226.470588235294,164.70588235294116,287.05882352941177,3047.058823529412,1027.6470588235293,559.7058823529412,332.3529411764706,448.8235294117647,311.1764705882353,287.3529411764705,1596.764705882353,2387.058823529412,1675.0,1378.8235294117646,212.35294117647047,1187.9411764705883,298.52941176470586,503.8235294117647,809.4117647058823,447.6470588235294,2205.2941176470586,169.11764705882354,11014.411764705885,2795.5882352941176,98.23529411764706,2153.823529411765,370.88235294117646,1190.294117647059,2312.6470588235293,222.7941176470588,760.2941176470589,274.3235294117647,2732.058823529412,5468.823529411765,1157.0588235294117,99.05882352941175,3137.058823529412,8425.588235294117,288.2352941176471,1012.3529411764706,83.52941176470588,28.676470588235293,221.1764705882353,13.0
"Retrieve electronic assets from repository for distribution to users, collecting and returning to repository, if necessary.",retrieve electronic assets from repository for distribution to users collecting and returning to repository if necessary,Retrieve information from electronic sources.,Gather information from physical or electronic sources.,Getting Information,Document Management Specialists,document management specialists,15-1199.12,Document Management Specialists,15-1299,15-1299.03,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.124378390724538,4.890145564980626,False,1.8293784615384607,3.86,70.0,0.1088025588238629,0.1,E2,E2,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,123033.0,4459.0,1204.0,5510.0,1899.0,135900.0,20008.0,5256.0,860.0,29164.0,13710.0,34980.0,3527.0,1763.0,18923.0,5663.0,6528.0,2272.0,1850.0,8512.0,900.0,32318.0,10462.0,12615.0,7087.0,2459.0,14340.0,916.0,3866.0,4425.0,1645.0,20364.0,2798.0,11460.0,25586.0,1238.0,6150.0,5629.0,4154.0,14580.0,1407.0,7291.0,240.0,18533.0,96681.0,11326.0,2238.0,28825.0,24348.0,5731.0,7935.0,288.0,475.0,1492.0,68.0
"Review advertising trends, consumer surveys, and other data regarding marketing of goods and services to determine the best way to promote products.",review advertising trends consumer surveys and other data regarding marketing of goods and services to determine the best way to promote products,Monitor current trends.,"Monitor external affairs, trends, or events.","Monitoring Processes, Materials, or Surroundings",Writers and Authors,writers and authors,27-3043.00,Writers and Authors,27-3043,27-3043.00,Writers and Editors,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.744958481613286,False,0.6268157692307692,3.71,97.09,0.1299586188558378,0.4,E2,E2,76910.0,66950.0,76910.0,55990.0,47970.0,86480.0,76830.0,98460.0,76910.0,129300.0,68080.0,74710.0,76910.0,56360.0,68220.0,75820.0,61010.0,65840.0,48780.0,89520.0,76910.0,104330.0,85260.0,76910.0,72810.0,54180.0,58140.0,76910.0,65470.0,63910.0,71830.0,81590.0,76910.0,76910.0,63660.0,50860.0,65930.0,58770.0,80540.0,77410.0,70190.0,51920.0,56700.0,58870.0,69990.0,64530.0,94430.0,85000.0,85700.0,64410.0,64370.0,49650.0,76910.0,43440.0,76910.0,2791.0,21.0,6.0,70.0,31.0,977.0,151.0,480.0,9.0,122.0,351.0,95.0,59.99999999999999,10.0,307.0,52.0,34.0,240.0,41.0,480.0,23.0,63.0,157.0,78.0,84.0,15.0,70.0,10.0,240.0,22.0,21.0,137.0,10.0,871.0,211.0,9.0,97.0,26.0,111.0,126.0,13.0,61.0,59.99999999999999,147.0,270.0,48.0,13.0,178.0,90.0,13.0,83.0,5.0,1.0,10.0,1.0
"Review all regulatory agency submission materials to ensure timeliness, accuracy, comprehensiveness, or compliance with regulatory standards.",review all regulatory agency submission materials to ensure timeliness accuracy comprehensiveness or compliance with regulatory standards,Review documents or materials for compliance with policies or regulations.,Examine materials or documentation for accuracy or compliance.,Evaluating Information to Determine Compliance with Standards,Regulatory Affairs Managers,regulatory affairs managers,11-9199.01,Regulatory Affairs Managers,11-9199,11-9199.01,Miscellaneous Managers,Other Management Occupations,Management Occupations,2026-05-31,0.1696068964425518,4.698057859599433,False,0.4830646153846153,4.61,100.0,0.4088372736225342,1.1,E2,E2,141900.0,135890.0,127950.0,129870.0,87520.0,174560.0,171140.0,162690.0,168060.0,175720.0,108890.0,125000.0,130000.0,131550.0,140240.0,79900.0,128080.0,131710.0,122930.0,103140.0,115920.0,159040.0,182950.0,134260.0,152600.0,101570.0,125760.0,110470.0,116430.0,112040.0,145630.0,161510.0,123550.0,167200.0,141160.0,126440.0,129940.0,131870.0,125580.0,131600.0,165900.0,129960.0,119470.0,99430.0,134390.0,134890.0,125440.0,166230.0,164160.0,124940.0,107050.0,113420.0,104010.0,82250.0,95530.0,219480.0,2780.0,2455.0,12050.0,8029.0,140509.0,19839.0,10343.0,1806.0,26203.0,53365.0,48934.0,880.0,1736.0,44701.0,9863.0,5080.0,3796.0,3372.0,18654.0,2624.0,24735.0,14999.0,13235.0,5870.0,1355.0,16114.0,2258.0,3725.0,12854.0,1877.0,42711.0,5320.0,26061.0,30802.0,2878.0,10385.0,1891.0,10837.0,28460.0,1115.0,3118.0,804.0,24707.0,86650.0,12967.0,1496.0,30422.0,14802.0,5136.0,20093.0,1199.0,254.0,7831.0,198.0
"Review and analyze computer printouts and performance indicators to locate code problems, and correct errors by correcting codes.",review and analyze computer printouts and performance indicators to locate code problems and correct errors by correcting codes,Analyze data to identify or resolve operational problems.,Analyze data to improve operations.,Analyzing Data or Information,Computer Systems Analysts,computer systems analysts,15-1121.00,Computer Systems Analysts,15-1211,15-1211.00,Computer and Information Analysts,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.557792992347967,False,1.6608542307692309,3.6,65.95,0.5168403447010167,0.5,E2,E1,105850.0,101770.0,88520.0,103530.0,81760.0,127720.0,127750.0,109600.0,110560.0,116820.0,101900.0,106240.0,88640.0,75310.0,101570.0,98810.0,95920.0,100770.0,95090.0,95660.0,95820.0,113610.0,128240.0,103410.0,106350.0,86280.0,92060.0,91310.0,91810.0,104060.0,107670.0,122890.0,98220.0,109610.0,106850.0,105470.0,102320.0,95930.0,121620.0,98550.0,134630.0,98280.0,99790.0,95630.0,107390.0,98770.0,99610.0,120840.0,129410.0,105850.0,100440.0,109780.0,59900.0,63730.0,59430.0,421026.0,10632.0,681.0,18364.0,6645.0,95724.0,10098.0,7780.0,3468.0,4020.0,57165.0,18866.0,2707.0,2674.0,33405.0,15657.0,7715.0,6062.0,9611.0,4830.0,4020.0,24863.0,35917.0,22805.0,18364.0,1990.0,12529.0,1378.0,3955.0,4117.0,3387.0,26776.0,3712.0,39061.0,33891.0,454.0,31103.0,3710.0,9141.0,31524.0,1850.0,7699.999999999999,1799.0,16565.0,77782.0,4781.0,956.0,37586.0,39094.0,1669.0,13517.0,502.0,59.99999999999999,2075.0,65.0
Review and analyze facility activities and data to aid planning and cash and risk management and to improve service utilization.,review and analyze facility activities and data to aid planning and cash and risk management and to improve service utilization,Monitor facilities or operational systems.,Monitor operations to ensure adequate performance.,"Monitoring Processes, Materials, or Surroundings",Medical and Health Services Managers,medical and health services managers,11-9111.00,Medical and Health Services Managers,11-9111,11-9111.00,Medical and Health Services Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.799878283801602,False,0.317991923076923,3.83,82.14,0.1372706720764151,0.7999999999999999,E2,E2,123860.0,97790.0,132240.0,128850.0,94340.0,141480.0,134910.0,130790.0,134820.0,155140.0,120360.0,131910.0,147630.0,117770.0,117850.0,104140.0,101940.0,111030.0,103450.0,104550.0,120320.0,131810.0,134360.0,107570.0,122700.0,98160.0,104370.0,105840.0,107700.0,119990.0,130410.0,145650.0,124300.0,164120.0,114410.0,105170.0,106140.0,101270.0,141690.0,103670.0,119260.0,105620.0,122050.0,107120.0,114150.0,114980.0,128690.0,129270.0,145290.0,112010.0,128320.0,108030.0,100420.0,82580.0,96950.0,597080.0,10360.0,1640.0,11840.0,6440.0,75090.0,8400.0,8020.0,1560.0,2010.0,42700.0,11130.0,2650.0,3920.0,22460.0,12340.0,6200.0,5120.0,8600.0,7470.0,2450.0,17030.0,17600.0,16060.0,11350.0,4280.0,10800.0,1870.0,3770.0,5360.0,2460.0,16900.0,3150.0,33200.0,14820.0,1220.0,24390.0,6030.0,5550.0,30480.0,3370.0,9350.0,1140.0,14160.0,58420.0,4860.0,860.0,10210.0,7490.0,2080.0,7230.0,1180.0,140.0,1180.0,80.0
Review and analyze facility activities and data to aid planning and cash and risk management and to improve service utilization.,review and analyze facility activities and data to aid planning and cash and risk management and to improve service utilization,Analyze risks to minimize losses or damages.,Analyze business or financial risks.,Analyzing Data or Information,Medical and Health Services Managers,medical and health services managers,11-9111.00,Medical and Health Services Managers,11-9111,11-9111.00,Medical and Health Services Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.799878283801602,False,0.317991923076923,3.83,82.14,0.1372706720764151,0.7999999999999999,E2,E2,123860.0,97790.0,132240.0,128850.0,94340.0,141480.0,134910.0,130790.0,134820.0,155140.0,120360.0,131910.0,147630.0,117770.0,117850.0,104140.0,101940.0,111030.0,103450.0,104550.0,120320.0,131810.0,134360.0,107570.0,122700.0,98160.0,104370.0,105840.0,107700.0,119990.0,130410.0,145650.0,124300.0,164120.0,114410.0,105170.0,106140.0,101270.0,141690.0,103670.0,119260.0,105620.0,122050.0,107120.0,114150.0,114980.0,128690.0,129270.0,145290.0,112010.0,128320.0,108030.0,100420.0,82580.0,96950.0,597080.0,10360.0,1640.0,11840.0,6440.0,75090.0,8400.0,8020.0,1560.0,2010.0,42700.0,11130.0,2650.0,3920.0,22460.0,12340.0,6200.0,5120.0,8600.0,7470.0,2450.0,17030.0,17600.0,16060.0,11350.0,4280.0,10800.0,1870.0,3770.0,5360.0,2460.0,16900.0,3150.0,33200.0,14820.0,1220.0,24390.0,6030.0,5550.0,30480.0,3370.0,9350.0,1140.0,14160.0,58420.0,4860.0,860.0,10210.0,7490.0,2080.0,7230.0,1180.0,140.0,1180.0,80.0
"Review and analyze new, proposed, or revised laws, regulations, policies, and procedures to interpret their meaning and determine their impact.",review and analyze new proposed or revised laws regulations policies and procedures to interpret their meaning and determine their impact,Evaluate applicable laws and regulations to determine impact on organizational activities.,Assess characteristics or impacts of regulations or policies.,Analyzing Data or Information,Financial Examiners,financial examiners,13-2061.00,Financial Examiners,13-2061,13-2061.00,Financial Examiners,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.1017641378655311,4.870450215582071,False,0.0968492307692307,3.74,100.0,0.0206672643146326,0.3,E1,E2,94160.0,94160.0,90530.0,80260.0,57590.0,106000.0,99610.0,120530.0,92390.0,198720.0,76230.0,77710.0,62720.0,85260.0,93150.0,81300.0,80370.0,80420.0,76260.0,84310.0,80840.0,102980.0,111110.0,71050.0,104260.0,85430.0,79990.0,80970.0,74460.0,84650.0,80810.0,106410.0,67950.0,128920.0,100730.0,82640.0,69040.0,80760.0,94630.0,78500.0,94130.0,86440.0,88690.0,87110.0,78140.0,92000.0,74680.0,104060.0,113700.0,60590.0,86320.0,94160.0,94160.0,37470.0,94160.0,67830.0,916.0,50.0,1910.0,540.0,4200.0,1910.0,735.0,430.0,470.0,4190.0,1450.0,270.0,210.0,4050.0,420.0,1020.0,470.0,640.0,240.0,230.0,350.0,950.0,710.0,1280.0,420.0,2290.0,140.0,840.0,180.0,130.0,2190.0,220.0,13480.0,2610.0,220.0,3680.0,400.0,820.0,2590.0,320.0,480.0,150.0,500.0,5230.0,960.0,170.0,1280.0,420.0,240.0,580.0,122.0,29.0,1270.0,14.0
"Review and analyze specifications, sketches, drawings, ideas, and related data to assess factors affecting component designs and the procedures and instructions to be followed.",review and analyze specifications sketches drawings ideas and related data to assess factors affecting component designs and the procedures and instructions to be followed,Analyze design or requirements information for mechanical equipment or systems.,"Evaluate designs, specifications, or other technical data.",Analyzing Data or Information,Mechanical Drafters,mechanical drafters,17-3013.00,Mechanical Drafters,17-3013,17-3013.00,Drafters,"Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0113071264295034,4.746325367463253,False,2.1769926923076923,4.21,95.89,0.1692374367727472,0.1,E2,E2,71550.0,53600.0,71550.0,67410.0,59960.0,82510.0,85280.0,68830.0,57110.0,71550.0,68050.0,66670.0,71550.0,59050.0,63320.0,62820.0,63330.0,65250.0,68880.0,77730.0,76360.0,76740.0,75490.0,72280.0,73090.0,60460.0,66350.0,71550.0,61170.0,75830.0,55390.0,83380.0,89940.0,76490.0,59050.0,77570.0,70580.0,63440.0,74000.0,63480.0,69290.0,63740.0,52610.0,63390.0,79380.0,70000.0,73040.0,69630.0,76820.0,65100.0,63770.0,61070.0,71550.0,53470.0,71550.0,39960.0,440.0,50.0,630.0,250.0,3640.0,580.0,450.0,160.0,179.0,1540.0,820.0,160.0,330.0,450.0,1300.0,630.0,540.0,510.0,420.0,620.0,360.0,620.0,2030.0,1220.0,260.0,870.0,131.0,530.0,250.0,174.0,690.0,90.0,1940.0,1350.0,100.0,1790.0,650.0,410.0,2330.0,100.0,640.0,100.0,740.0,4630.0,490.0,70.0,630.0,1690.0,140.0,1630.0,60.0,17.0,320.0,8.0
Review and detail shop drawings for construction plans.,review and detail shop drawings for construction plans,Review details of technical drawings or specifications.,Read documents or materials to inform work processes.,Getting Information,Interior Designers,interior designers,27-1025.00,Interior Designers,27-1025,27-1025.00,Designers,Art and Design Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0113071264295034,5.0,False,0.4179661538461538,4.44,100.0,0.2235795576923077,0.6,E2,E2,67190.0,61050.0,63320.0,61460.0,69990.0,80230.0,78390.0,67330.0,60360.0,98450.0,60860.0,71760.0,63780.0,67190.0,76290.0,62580.0,58040.0,61090.0,59240.0,60610.0,63830.0,65070.0,80110.0,59340.0,73270.0,43740.0,59610.0,61770.0,64870.0,67190.0,64140.0,74020.0,60850.0,75580.0,61400.0,59190.0,61410.0,68520.0,66350.0,62400.0,58100.0,63790.0,65220.0,63660.0,65160.0,61740.0,63870.0,62560.0,76570.0,49800.0,62740.0,96100.0,67190.0,32150.0,67190.0,71500.0,620.0,40.0,1600.0,740.0,8500.0,2300.0,630.0,190.0,620.0,7410.0,3050.0,270.0,350.0,2570.0,1020.0,510.0,400.0,490.0,350.0,230.0,1440.0,1580.0,1930.0,1220.0,330.0,1010.0,290.0,430.0,590.0,300.0,1670.0,90.0,5340.0,2610.0,160.0,2180.0,490.0,1030.0,1820.0,550.0,940.0,150.0,1530.0,6450.0,1110.0,110.0,1550.0,1330.0,90.0,1200.0,90.0,30.0,130.0,15.0
Review and edit standard operating procedures.,review and edit standard operating procedures,Document organizational or operational procedures.,Maintain operational records.,Documenting/Recording Information,Nuclear Power Reactor Operators,nuclear power reactor operators,51-8011.00,Nuclear Power Reactor Operators,51-8011,51-8011.00,"Power Plant Operators, Distributors, and Dispatchers",Plant and System Operators,Production Occupations,2026-05-31,0.0030529241359659,4.555555555555555,False,0.6811438461538462,4.06,93.3,0.1496069493464058,0.3,E2,E1,122890.0,119000.0,122890.0,122890.0,122890.0,122890.0,122890.0,122890.0,122890.0,122890.0,122890.0,122890.0,122890.0,122890.0,123980.0,122890.0,122890.0,122890.0,122890.0,122890.0,122890.0,122890.0,122890.0,122890.0,122890.0,122890.0,122890.0,122890.0,108650.0,122890.0,122890.0,122890.0,122890.0,129580.0,122890.0,122890.0,122890.0,122890.0,122890.0,122890.0,122890.0,118620.0,122890.0,122890.0,122890.0,122890.0,122890.0,122890.0,122890.0,122890.0,122890.0,122890.0,122890.0,122890.0,122890.0,5150.0,360.0,11.0,107.0,43.0,599.0,95.0,56.0,16.0,23.0,327.0,161.0,21.0,28.0,410.0,105.0,51.0,47.0,66.0,64.0,21.0,91.0,120.0,145.0,97.0,38.0,97.0,17.0,50.0,51.0,22.0,141.0,29.0,230.0,163.0,14.0,183.0,56.0,65.0,200.0,16.0,320.0,15.0,108.0,463.0,57.0,10.0,135.0,117.0,23.0,97.0,9.0,2.0,31.0,1.0
"Review and edit transcribed reports or dictated material for spelling, grammar, clarity, consistency, and proper medical terminology.",review and edit transcribed reports or dictated material for spelling grammar clarity consistency and proper medical terminology,Prepare medical reports or documents.,Prepare health or medical documents.,Documenting/Recording Information,Medical Transcriptionists,medical transcriptionists,31-9094.00,Medical Transcriptionists,31-9094,31-9094.00,Miscellaneous Healthcare Support Occupations,Other Healthcare Support Occupations,Healthcare Support Occupations,2026-05-31,0.0030529241359659,4.9474494508878175,False,3.733564615384616,4.73,86.68,0.2925501977214711,0.1,E0,E1,40410.0,35340.0,48360.0,36550.0,35100.0,45050.0,43080.0,48190.0,34070.0,45110.0,42050.0,28330.0,44310.0,38140.0,45490.0,41400.0,45010.0,35390.0,39000.0,38040.0,48600.0,39900.0,36910.0,37280.0,50030.0,38600.0,37480.0,41340.0,45880.0,39350.0,40410.0,39020.0,37480.0,43260.0,39300.0,44660.0,37060.0,27740.0,46280.0,41510.0,34790.0,33870.0,46070.0,44720.0,42900.0,39630.0,33030.0,35130.0,38690.0,37440.0,49150.0,48100.0,40410.0,31200.0,40410.0,41550.0,410.0,110.0,700.0,280.0,5860.0,610.0,390.0,129.0,70.0,2650.0,950.0,167.0,400.0,970.0,790.0,180.0,420.0,690.0,420.0,80.0,230.0,400.0,1130.0,270.0,300.0,310.0,80.0,230.0,210.0,181.0,1710.0,210.0,2710.0,1020.0,120.0,680.0,560.0,510.0,1130.0,80.0,390.0,240.0,1450.0,7520.0,210.0,81.0,1091.0,620.0,90.0,590.0,40.0,18.0,140.0,9.0
"Review and evaluate data on documents, such as claim applications, birth or death certificates, or physician or employer records.",review and evaluate data on documents such as claim applications birth or death certificates or physician or employer records,Evaluate information related to legal matters in public or personal records.,Consult legal materials or public records.,Getting Information,"Administrative Law Judges, Adjudicators, and Hearing Officers",administrative law judges adjudicators and hearing officers,23-1021.00,"Administrative Law Judges, Adjudicators, and Hearing Officers",23-1021,23-1021.00,"Judges, Magistrates, and Other Judicial Workers","Lawyers, Judges, and Related Workers",Legal Occupations,2026-05-31,0.0030529241359659,4.983712045043234,False,3.122804615384616,4.37,98.63,0.5160230860299921,0.2,E2,E2,117860.0,134810.0,117860.0,123240.0,63660.0,117860.0,121410.0,95310.0,56830.0,181060.0,115920.0,67990.0,106480.0,65050.0,104990.0,145290.0,123500.0,126570.0,117860.0,126440.0,75960.0,133460.0,113750.0,127420.0,126360.0,66310.0,129670.0,83910.0,117060.0,87240.0,117860.0,128320.0,80800.0,123170.0,129960.0,117860.0,79000.0,122930.0,89220.0,98010.0,117860.0,94880.0,117860.0,107740.0,100400.0,103380.0,117860.0,117860.0,122390.0,78870.0,132250.0,117860.0,117860.0,88530.0,117860.0,16370.0,70.0,34.0,300.0,340.0,1905.0,220.0,300.0,70.0,300.0,570.0,490.0,50.0,110.0,550.0,70.0,80.0,40.0,209.0,140.0,120.0,430.0,270.0,390.0,120.0,110.0,160.0,90.0,30.0,170.0,71.0,330.0,140.0,1400.0,260.0,45.0,690.0,90.0,480.0,800.0,52.0,130.0,48.0,380.0,1300.0,190.0,32.0,430.0,330.0,90.0,60.0,29.0,7.0,40.0,3.0
"Review and evaluate data on documents, such as claim applications, birth or death certificates, or physician or employer records.",review and evaluate data on documents such as claim applications birth or death certificates or physician or employer records,Research relevant legal materials to aid decision making.,Consult legal materials or public records.,Getting Information,"Administrative Law Judges, Adjudicators, and Hearing Officers",administrative law judges adjudicators and hearing officers,23-1021.00,"Administrative Law Judges, Adjudicators, and Hearing Officers",23-1021,23-1021.00,"Judges, Magistrates, and Other Judicial Workers","Lawyers, Judges, and Related Workers",Legal Occupations,2026-05-31,0.0030529241359659,4.983712045043234,False,3.122804615384616,4.37,98.63,0.5160230860299921,0.2,E2,E2,117860.0,134810.0,117860.0,123240.0,63660.0,117860.0,121410.0,95310.0,56830.0,181060.0,115920.0,67990.0,106480.0,65050.0,104990.0,145290.0,123500.0,126570.0,117860.0,126440.0,75960.0,133460.0,113750.0,127420.0,126360.0,66310.0,129670.0,83910.0,117060.0,87240.0,117860.0,128320.0,80800.0,123170.0,129960.0,117860.0,79000.0,122930.0,89220.0,98010.0,117860.0,94880.0,117860.0,107740.0,100400.0,103380.0,117860.0,117860.0,122390.0,78870.0,132250.0,117860.0,117860.0,88530.0,117860.0,16370.0,70.0,34.0,300.0,340.0,1905.0,220.0,300.0,70.0,300.0,570.0,490.0,50.0,110.0,550.0,70.0,80.0,40.0,209.0,140.0,120.0,430.0,270.0,390.0,120.0,110.0,160.0,90.0,30.0,170.0,71.0,330.0,140.0,1400.0,260.0,45.0,690.0,90.0,480.0,800.0,52.0,130.0,48.0,380.0,1300.0,190.0,32.0,430.0,330.0,90.0,60.0,29.0,7.0,40.0,3.0
"Review and evaluate new and current programs to determine their efficiency, effectiveness, and compliance with state, local, and federal regulations and recommend any necessary modifications.",review and evaluate new and current programs to determine their efficiency effectiveness and compliance with state local and federal regulations and recommend any necessary modifications,Determine operational compliance with regulations or standards.,Monitor operations to ensure compliance with regulations or standards.,"Monitoring Processes, Materials, or Surroundings","Education Administrators, Preschool and Childcare Center/Program",education administrators preschool and childcare centerprogram,11-9031.00,"Education and Childcare Administrators, Preschool and Daycare",11-9031,11-9031.00,Education and Childcare Administrators,Other Management Occupations,Management Occupations,2026-05-31,0.1696068964425518,4.719534787978592,False,0.3232980769230769,3.75,78.9,0.2617404732918323,1.2,E2,E2,59300.0,41780.0,75540.0,48160.0,44990.0,67100.0,64620.0,59760.0,58230.0,77850.0,56750.0,60300.0,65080.0,48530.0,58550.0,58740.0,47480.0,56970.0,44530.0,46030.0,60090.0,62520.0,70320.0,56870.0,62020.0,49740.0,47940.0,48140.0,56160.0,60120.0,55120.0,78770.0,59300.0,96810.0,57200.0,51390.0,49580.0,46690.0,60250.0,56380.0,55290.0,51200.0,63240.0,49200.0,50840.0,60980.0,63220.0,53320.0,70470.0,45660.0,59930.0,56170.0,33030.0,45990.0,59300.0,73660.0,940.0,60.0,1210.0,1090.0,9810.0,1150.0,1290.0,420.0,410.0,5980.0,1550.0,260.0,200.0,3090.0,750.0,1020.0,600.0,1000.0,690.0,240.0,1270.0,2260.0,1890.0,1010.0,580.0,1060.0,180.0,550.0,730.0,410.0,2900.0,410.0,3950.0,2410.0,290.0,3030.0,830.0,1230.0,4100.0,390.0,700.0,150.0,710.0,5480.0,400.0,190.0,1590.0,1560.0,290.0,1320.0,160.0,40.0,220.0,15.0
"Review and evaluate new and current programs to determine their efficiency, effectiveness, and compliance with state, local, and federal regulations and recommend any necessary modifications.",review and evaluate new and current programs to determine their efficiency effectiveness and compliance with state local and federal regulations and recommend any necessary modifications,Evaluate program effectiveness.,"Evaluate programs, practices, or processes.","Judging the Qualities of Objects, Services, or People","Education Administrators, Preschool and Childcare Center/Program",education administrators preschool and childcare centerprogram,11-9031.00,"Education and Childcare Administrators, Preschool and Daycare",11-9031,11-9031.00,Education and Childcare Administrators,Other Management Occupations,Management Occupations,2026-05-31,0.1696068964425518,4.719534787978592,False,0.3232980769230769,3.75,78.9,0.2617404732918323,1.2,E2,E2,59300.0,41780.0,75540.0,48160.0,44990.0,67100.0,64620.0,59760.0,58230.0,77850.0,56750.0,60300.0,65080.0,48530.0,58550.0,58740.0,47480.0,56970.0,44530.0,46030.0,60090.0,62520.0,70320.0,56870.0,62020.0,49740.0,47940.0,48140.0,56160.0,60120.0,55120.0,78770.0,59300.0,96810.0,57200.0,51390.0,49580.0,46690.0,60250.0,56380.0,55290.0,51200.0,63240.0,49200.0,50840.0,60980.0,63220.0,53320.0,70470.0,45660.0,59930.0,56170.0,33030.0,45990.0,59300.0,73660.0,940.0,60.0,1210.0,1090.0,9810.0,1150.0,1290.0,420.0,410.0,5980.0,1550.0,260.0,200.0,3090.0,750.0,1020.0,600.0,1000.0,690.0,240.0,1270.0,2260.0,1890.0,1010.0,580.0,1060.0,180.0,550.0,730.0,410.0,2900.0,410.0,3950.0,2410.0,290.0,3030.0,830.0,1230.0,4100.0,390.0,700.0,150.0,710.0,5480.0,400.0,190.0,1590.0,1560.0,290.0,1320.0,160.0,40.0,220.0,15.0
"Review and evaluate new and current programs to determine their efficiency, effectiveness, and compliance with state, local, and federal regulations and recommend any necessary modifications.",review and evaluate new and current programs to determine their efficiency effectiveness and compliance with state local and federal regulations and recommend any necessary modifications,Advise others on business or operational matters.,Advise others on business or operational matters.,Providing Consultation and Advice to Others,"Education Administrators, Preschool and Childcare Center/Program",education administrators preschool and childcare centerprogram,11-9031.00,"Education and Childcare Administrators, Preschool and Daycare",11-9031,11-9031.00,Education and Childcare Administrators,Other Management Occupations,Management Occupations,2026-05-31,0.1696068964425518,4.719534787978592,False,0.3232980769230769,3.75,78.9,0.2617404732918323,1.2,E2,E2,59300.0,41780.0,75540.0,48160.0,44990.0,67100.0,64620.0,59760.0,58230.0,77850.0,56750.0,60300.0,65080.0,48530.0,58550.0,58740.0,47480.0,56970.0,44530.0,46030.0,60090.0,62520.0,70320.0,56870.0,62020.0,49740.0,47940.0,48140.0,56160.0,60120.0,55120.0,78770.0,59300.0,96810.0,57200.0,51390.0,49580.0,46690.0,60250.0,56380.0,55290.0,51200.0,63240.0,49200.0,50840.0,60980.0,63220.0,53320.0,70470.0,45660.0,59930.0,56170.0,33030.0,45990.0,59300.0,73660.0,940.0,60.0,1210.0,1090.0,9810.0,1150.0,1290.0,420.0,410.0,5980.0,1550.0,260.0,200.0,3090.0,750.0,1020.0,600.0,1000.0,690.0,240.0,1270.0,2260.0,1890.0,1010.0,580.0,1060.0,180.0,550.0,730.0,410.0,2900.0,410.0,3950.0,2410.0,290.0,3030.0,830.0,1230.0,4100.0,390.0,700.0,150.0,710.0,5480.0,400.0,190.0,1590.0,1560.0,290.0,1320.0,160.0,40.0,220.0,15.0
"Review and evaluate requests from engineers, managers, and technicians for system modifications.",review and evaluate requests from engineers managers and technicians for system modifications,Evaluate new technologies or methods.,"Evaluate the characteristics, usefulness, or performance of products or technologies.","Judging the Qualities of Objects, Services, or People",Telecommunications Engineering Specialists,telecommunications engineering specialists,15-1143.01,Telecommunications Engineering Specialists,15-1241,15-1241.01,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.750050658561297,False,0.2769723076923077,4.15,100.0,0.1695118464676423,0.8088196011277404,E2,E2,134050.0,130810.0,119720.0,130890.0,110400.0,158870.0,139230.0,143890.0,148390.0,137670.0,132800.0,133890.0,108000.0,107620.0,132790.0,124190.0,103050.0,100610.0,103740.0,106620.0,108570.0,159460.0,155060.0,112040.0,133270.0,90990.0,103130.0,104300.0,116420.0,138060.0,125420.0,162350.0,109080.0,140390.0,127320.0,108990.0,131070.0,109450.0,135660.0,131840.0,131320.0,134990.0,153390.0,123860.0,133310.0,121000.0,110930.0,141340.0,168070.0,122520.0,131720.0,100520.0,134050.0,78200.0,134050.0,81730.0,3820.0,109.0,3629.0,828.0,13523.0,14896.0,1428.0,691.0,1355.0,8521.0,6993.0,291.0,655.0,7103.0,1846.0,1064.0,1610.0,1555.0,427.0,518.0,5329.0,5702.0,2919.0,1855.0,607.0,3056.0,227.0,1228.0,919.0,509.0,5147.0,382.0,8912.0,7594.0,209.0,4684.0,1200.0,1401.0,5529.0,418.0,1773.0,382.0,3938.0,12414.0,1210.0,118.0,8530.0,4302.0,327.0,1973.0,45.0,35.0,218.0,16.0
Review and update credit and loan files.,review and update credit and loan files,Examine financial records.,"Examine financial activities, operations, or systems.",Evaluating Information to Determine Compliance with Standards,Loan Counselors,loan counselors,13-2071.01,Loan Officers,13-2072,13-2072.00,Credit Counselors and Loan Officers,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.7576,False,1.3609915384615383,4.13,96.96,0.2390737283991854,0.4,E2,E2,76690.0,66710.0,72800.0,62160.0,70260.0,81770.0,94520.0,95730.0,83130.0,92890.0,71090.0,68490.0,63740.0,71070.0,79150.0,72960.0,83670.0,86970.0,62090.0,61110.0,81900.0,73580.0,101600.0,74470.0,95170.0,60260.0,73660.0,71570.0,79840.0,64500.0,80660.0,92920.0,62610.0,95710.0,75920.0,84650.0,76370.0,72990.0,94440.0,69300.0,77250.0,63220.0,79920.0,62800.0,66370.0,59440.0,88710.0,78320.0,80120.0,57580.0,78290.0,79620.0,45180.0,35730.0,44780.0,274330.0,5050.0,490.0,10020.0,2610.0,25790.0,3230.0,2220.0,1420.0,370.0,18830.0,9540.0,980.0,2030.0,10890.0,4790.0,2840.0,3540.0,3940.0,2810.0,1060.0,3850.0,4470.0,11340.0,6430.0,3450.0,7050.0,1180.0,2710.0,2580.0,1120.0,6200.0,1140.0,10840.0,10700.0,1370.0,9880.0,4100.0,4220.0,8140.0,1290.0,4140.0,1820.0,6510.0,21200.0,3990.0,350.0,8790.0,6040.0,1290.0,4940.0,740.0,60.0,2360.0,50.0
Review and update credit and loan files.,review and update credit and loan files,Maintain data in information systems or databases.,Maintain operational records.,Documenting/Recording Information,Loan Counselors,loan counselors,13-2071.01,Loan Officers,13-2072,13-2072.00,Credit Counselors and Loan Officers,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.7576,False,1.3609915384615383,4.13,96.96,0.2390737283991854,0.4,E2,E2,76690.0,66710.0,72800.0,62160.0,70260.0,81770.0,94520.0,95730.0,83130.0,92890.0,71090.0,68490.0,63740.0,71070.0,79150.0,72960.0,83670.0,86970.0,62090.0,61110.0,81900.0,73580.0,101600.0,74470.0,95170.0,60260.0,73660.0,71570.0,79840.0,64500.0,80660.0,92920.0,62610.0,95710.0,75920.0,84650.0,76370.0,72990.0,94440.0,69300.0,77250.0,63220.0,79920.0,62800.0,66370.0,59440.0,88710.0,78320.0,80120.0,57580.0,78290.0,79620.0,45180.0,35730.0,44780.0,274330.0,5050.0,490.0,10020.0,2610.0,25790.0,3230.0,2220.0,1420.0,370.0,18830.0,9540.0,980.0,2030.0,10890.0,4790.0,2840.0,3540.0,3940.0,2810.0,1060.0,3850.0,4470.0,11340.0,6430.0,3450.0,7050.0,1180.0,2710.0,2580.0,1120.0,6200.0,1140.0,10840.0,10700.0,1370.0,9880.0,4100.0,4220.0,8140.0,1290.0,4140.0,1820.0,6510.0,21200.0,3990.0,350.0,8790.0,6040.0,1290.0,4940.0,740.0,60.0,2360.0,50.0
Review and update standard operating procedures or quality assurance manuals.,review and update standard operating procedures or quality assurance manuals,Document organizational or operational procedures.,Maintain operational records.,Documenting/Recording Information,Quality Control Systems Managers,quality control systems managers,11-3051.01,Quality Control Systems Managers,11-3051,11-3051.01,Industrial Production Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.68302428029915,False,0.3169288461538462,4.35,98.75,0.1868741792025452,0.7999999999999999,E2,E1,126060.0,122520.0,113280.0,124810.0,118120.0,132620.0,141020.0,134780.0,153000.0,124420.0,119870.0,127820.0,124650.0,107340.0,127270.0,121500.0,106510.0,125750.0,112250.0,133210.0,124810.0,132540.0,148050.0,120660.0,123580.0,118660.0,117660.0,120690.0,107200.0,112270.0,146590.0,147260.0,124670.0,130470.0,125940.0,116050.0,109340.0,120570.0,119420.0,109140.0,124120.0,126880.0,107490.0,119430.0,130890.0,115290.0,114150.0,128230.0,145210.0,111760.0,126060.0,151490.0,100470.0,129740.0,126060.0,72122.0,3181.0,360.0,3189.0,2249.0,22080.0,1520.0,2952.0,325.0,44.0,8330.0,4841.0,114.0,1063.0,10166.0,8259.0,3181.0,2126.0,5650.0,2355.0,703.0,2179.0,3928.0,12582.0,4463.0,2012.0,3611.0,237.0,1898.0,1423.0,1353.0,5957.0,589.0,5825.0,8470.0,431.0,12556.0,1880.0,2768.0,8962.0,826.0,5615.0,633.0,5544.0,18627.0,2276.0,422.0,2258.0,4182.0,879.0,1355.0,343.0,35.0,923.0,15.0
Review audit reports of internal and external auditors to monitor adequacy of scope of reports or to discover specific weaknesses in internal routines.,review audit reports of internal and external auditors to monitor adequacy of scope of reports or to discover specific weaknesses in internal routines,Monitor organizational processes.,Monitor operations to ensure adequate performance.,"Monitoring Processes, Materials, or Surroundings",Financial Examiners,financial examiners,13-2061.00,Financial Examiners,13-2061,13-2061.00,Financial Examiners,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.970588235294117,False,0.161391923076923,4.04,100.0,0.2932814046378604,2.869953359515686,E2,E2,94160.0,94160.0,90530.0,80260.0,57590.0,106000.0,99610.0,120530.0,92390.0,198720.0,76230.0,77710.0,62720.0,85260.0,93150.0,81300.0,80370.0,80420.0,76260.0,84310.0,80840.0,102980.0,111110.0,71050.0,104260.0,85430.0,79990.0,80970.0,74460.0,84650.0,80810.0,106410.0,67950.0,128920.0,100730.0,82640.0,69040.0,80760.0,94630.0,78500.0,94130.0,86440.0,88690.0,87110.0,78140.0,92000.0,74680.0,104060.0,113700.0,60590.0,86320.0,94160.0,94160.0,37470.0,94160.0,67830.0,916.0,50.0,1910.0,540.0,4200.0,1910.0,735.0,430.0,470.0,4190.0,1450.0,270.0,210.0,4050.0,420.0,1020.0,470.0,640.0,240.0,230.0,350.0,950.0,710.0,1280.0,420.0,2290.0,140.0,840.0,180.0,130.0,2190.0,220.0,13480.0,2610.0,220.0,3680.0,400.0,820.0,2590.0,320.0,480.0,150.0,500.0,5230.0,960.0,170.0,1280.0,420.0,240.0,580.0,122.0,29.0,1270.0,14.0
Review billing for accuracy.,review billing for accuracy,Verify accuracy of records.,Evaluate the quality or accuracy of data.,Processing Information,Loan Counselors,loan counselors,13-2071.01,Loan Officers,13-2072,13-2072.00,Credit Counselors and Loan Officers,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.937006299370063,False,0.9275023529411764,3.988235294117647,82.49,0.2333333333333333,0.7811421560510022,E2,E1,76690.0,66710.0,72800.0,62160.0,70260.0,81770.0,94520.0,95730.0,83130.0,92890.0,71090.0,68490.0,63740.0,71070.0,79150.0,72960.0,83670.0,86970.0,62090.0,61110.0,81900.0,73580.0,101600.0,74470.0,95170.0,60260.0,73660.0,71570.0,79840.0,64500.0,80660.0,92920.0,62610.0,95710.0,75920.0,84650.0,76370.0,72990.0,94440.0,69300.0,77250.0,63220.0,79920.0,62800.0,66370.0,59440.0,88710.0,78320.0,80120.0,57580.0,78290.0,79620.0,45180.0,35730.0,44780.0,274330.0,5050.0,490.0,10020.0,2610.0,25790.0,3230.0,2220.0,1420.0,370.0,18830.0,9540.0,980.0,2030.0,10890.0,4790.0,2840.0,3540.0,3940.0,2810.0,1060.0,3850.0,4470.0,11340.0,6430.0,3450.0,7050.0,1180.0,2710.0,2580.0,1120.0,6200.0,1140.0,10840.0,10700.0,1370.0,9880.0,4100.0,4220.0,8140.0,1290.0,4140.0,1820.0,6510.0,21200.0,3990.0,350.0,8790.0,6040.0,1290.0,4940.0,740.0,60.0,2360.0,50.0
Review books and journal articles for potential publication.,review books and journal articles for potential publication,Evaluate scholarly materials.,Evaluate scholarly work.,"Judging the Qualities of Objects, Services, or People","Psychology Teachers, Postsecondary",psychology teachers postsecondary,25-1066.00,"Psychology Teachers, Postsecondary",25-1066,25-1066.00,"Social Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0056535632147517,4.716200000000001,False,0.4046788461538462,2.92,84.22,0.2072646407447214,0.7,E2,E1,80340.0,75340.0,79040.0,78610.0,60730.0,107340.0,76810.0,84500.0,102340.0,101250.0,69050.0,79440.0,80340.0,83010.0,77860.0,77820.0,78450.0,79730.0,74520.0,91340.0,81660.0,101430.0,82930.0,99900.0,82640.0,62590.0,79240.0,77120.0,77340.0,81300.0,95030.0,80790.0,83600.0,100720.0,75260.0,97110.0,78530.0,61720.0,80060.0,75960.0,94360.0,74890.0,65020.0,76010.0,77060.0,93090.0,81100.0,77950.0,78330.0,74280.0,77580.0,65050.0,80340.0,66580.0,80340.0,41530.0,610.0,70.0,940.0,190.0,4410.0,960.0,920.0,129.0,340.0,1120.0,820.0,166.0,180.0,2260.0,760.0,320.0,230.0,590.0,140.0,110.0,640.0,2640.0,920.0,760.0,260.0,590.0,90.0,170.0,140.0,110.0,1630.0,100.0,4070.0,1100.0,60.0,1500.0,410.0,660.0,2120.0,180.0,390.0,70.0,790.0,3380.0,200.0,100.0,1050.0,840.0,150.0,630.0,80.0,18.0,400.0,9.0
Review books and journal articles for potential publication.,review books and journal articles for potential publication,Evaluate scholarly materials.,Evaluate scholarly work.,"Judging the Qualities of Objects, Services, or People","History Teachers, Postsecondary",history teachers postsecondary,25-1125.00,"History Teachers, Postsecondary",25-1125,25-1125.00,"Arts, Communications, History, and Humanities Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0056535632147517,4.716200000000001,False,0.0993930769230769,3.98,90.82,0.0716014543302259,1.0,E2,E1,83820.0,66550.0,83820.0,97430.0,47860.0,127170.0,78410.0,101950.0,83820.0,85550.0,70880.0,79010.0,83820.0,83820.0,83940.0,79450.0,77040.0,74920.0,64600.0,78990.0,99610.0,97830.0,104900.0,99440.0,92970.0,63450.0,80680.0,75770.0,57150.0,81930.0,106880.0,99900.0,83700.0,100400.0,75070.0,83820.0,81080.0,66910.0,104330.0,98850.0,83820.0,73670.0,69220.0,72940.0,81530.0,81750.0,83750.0,85910.0,83250.0,69560.0,81380.0,75400.0,83820.0,73470.0,83820.0,18790.0,340.0,39.0,150.0,290.0,1450.0,380.0,300.0,58.0,180.0,320.0,630.0,75.0,103.0,700.0,380.0,150.0,150.0,280.0,120.0,80.0,310.0,780.0,370.0,280.0,210.0,360.0,40.0,190.0,80.0,100.0,780.0,120.0,1660.0,720.0,52.0,650.0,180.0,260.0,960.0,60.0,280.0,30.0,450.0,2030.0,140.0,80.0,760.0,290.0,90.0,370.0,30.0,8.0,50.0,4.0
"Review catalogs, industry periodicals, directories, trade journals, and Internet sites and consult with other department personnel to locate necessary goods and services.",review catalogs industry periodicals directories trade journals and internet sites and consult with other department personnel to locate necessary goods and services,Obtain information about goods or services.,Obtain information about goods or services.,Getting Information,"Purchasing Agents, Except Wholesale, Retail, and Farm Products",purchasing agents except wholesale retail and farm products,13-1023.00,"Purchasing Agents, Except Wholesale, Retail, and Farm Products",13-1023,13-1023.00,Buyers and Purchasing Agents,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.939569101418813,False,0.3926384615384615,3.45,100.0,0.1876051205832415,0.6239655637831123,E0,E2,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,163810.0,2212.0,341.0,3390.0,1364.0,19060.0,3008.0,1775.0,507.0,735.0,10391.0,5116.0,657.0,897.0,6382.0,3350.0,1632.0,1504.0,2093.0,2025.0,670.0,2891.0,3807.0,4608.0,3087.0,1217.0,3073.0,535.0,1072.0,1624.0,715.0,4485.0,911.0,10138.0,5172.0,449.0,5808.0,1787.0,2059.0,6347.0,525.0,2412.0,479.0,3431.0,14725.0,1816.0,318.0,4300.0,3716.0,734.0,3078.0,294.0,70.0,982.0,34.0
"Review catalogs, industry periodicals, directories, trade journals, and Internet sites and consult with other department personnel to locate necessary goods and services.",review catalogs industry periodicals directories trade journals and internet sites and consult with other department personnel to locate necessary goods and services,Confer with personnel to coordinate business operations.,Communicate with others about business strategies.,"Communicating with Supervisors, Peers, or Subordinates","Purchasing Agents, Except Wholesale, Retail, and Farm Products",purchasing agents except wholesale retail and farm products,13-1023.00,"Purchasing Agents, Except Wholesale, Retail, and Farm Products",13-1023,13-1023.00,Buyers and Purchasing Agents,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.939569101418813,False,0.3926384615384615,3.45,100.0,0.1876051205832415,0.6239655637831123,E0,E2,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,77710.0,163810.0,2212.0,341.0,3390.0,1364.0,19060.0,3008.0,1775.0,507.0,735.0,10391.0,5116.0,657.0,897.0,6382.0,3350.0,1632.0,1504.0,2093.0,2025.0,670.0,2891.0,3807.0,4608.0,3087.0,1217.0,3073.0,535.0,1072.0,1624.0,715.0,4485.0,911.0,10138.0,5172.0,449.0,5808.0,1787.0,2059.0,6347.0,525.0,2412.0,479.0,3431.0,14725.0,1816.0,318.0,4300.0,3716.0,734.0,3078.0,294.0,70.0,982.0,34.0
"Review civil design, engineering, or construction technical documentation to ensure compliance with applicable government or industrial codes, standards, requirements, or regulations.",review civil design engineering or construction technical documentation to ensure compliance with applicable government or industrial codes standards requirements or regulations,Review documents or materials for compliance with policies or regulations.,Examine materials or documentation for accuracy or compliance.,Evaluating Information to Determine Compliance with Standards,Wind Energy Project Managers,wind energy project managers,11-9199.10,Wind Energy Development Managers,11-9199,11-9199.10,Miscellaneous Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0339213792885103,4.815997597357093,False,0.1553003846153846,3.42,85.9,0.0358574869604476,0.5,E2,E2,141900.0,135890.0,127950.0,129870.0,87520.0,174560.0,171140.0,162690.0,168060.0,175720.0,108890.0,125000.0,130000.0,131550.0,140240.0,79900.0,128080.0,131710.0,122930.0,103140.0,115920.0,159040.0,182950.0,134260.0,152600.0,101570.0,125760.0,110470.0,116430.0,112040.0,145630.0,161510.0,123550.0,167200.0,141160.0,126440.0,129940.0,131870.0,125580.0,131600.0,165900.0,129960.0,119470.0,99430.0,134390.0,134890.0,125440.0,166230.0,164160.0,124940.0,107050.0,113420.0,104010.0,82250.0,95530.0,85790.0,1087.0,960.0,4710.0,3138.0,54922.0,7755.0,4043.0,706.0,10242.0,20859.0,19127.0,344.0,678.0,17473.0,3855.0,1986.0,1484.0,1318.0,7291.0,1026.0,9668.0,5863.0,5173.0,2294.0,529.0,6299.0,882.0,1456.0,5025.0,734.0,16695.0,2079.0,10187.0,12040.0,1125.0,4059.0,739.0,4236.0,11125.0,436.0,1219.0,314.0,9657.0,33870.0,5069.0,585.0,11891.0,5786.0,2008.0,7854.0,469.0,99.0,3061.0,77.0
"Review class material with students by discussing text, working solutions to problems, or reviewing worksheets or other assignments.",review class material with students by discussing text working solutions to problems or reviewing worksheets or other assignments,Communicate project information to others.,Communicate with others about specifications or project details.,"Communicating with Supervisors, Peers, or Subordinates",Tutors,tutors,25-3099.02,Tutors,25-3041,25-3041.00,Tutors,Other Teachers and Instructors,Educational Instruction and Library Occupations,2026-05-31,0.0030529241359659,3.535800000000001,False,4.618167692307693,4.73,100.0,0.4063773043971065,0.1,E1,E2,43350.0,35500.0,45990.0,38940.0,30830.0,45100.0,47420.0,50350.0,33240.0,43350.0,37310.0,47380.0,36590.0,34990.0,37400.0,38090.0,36790.0,34170.0,34240.0,33780.0,49880.0,52810.0,60900.0,37380.0,44800.0,49610.0,32270.0,41380.0,38470.0,30420.0,53790.0,42270.0,36660.0,47100.0,42390.0,46190.0,43610.0,34510.0,48280.0,36270.0,77850.0,33220.0,38760.0,50280.0,33620.0,35190.0,53920.0,40750.0,45360.0,44070.0,41340.0,82290.0,30410.0,41890.0,43350.0,175070.0,890.0,550.0,2730.0,720.0,45370.0,2500.0,3230.0,590.0,785.0,12220.0,5690.0,1130.0,760.0,5910.0,1770.0,610.0,1290.0,780.0,540.0,340.0,4300.0,4610.0,6010.0,1370.0,1220.0,1670.0,450.0,950.0,1070.0,700.0,5270.0,460.0,12730.0,5780.0,110.0,5760.0,1220.0,1130.0,4540.0,300.0,1510.0,250.0,3310.0,10690.0,3150.0,130.0,4090.0,2460.0,280.0,1530.0,200.0,30.0,250.0,36.0
"Review class material with students by discussing text, working solutions to problems, or reviewing worksheets or other assignments.",review class material with students by discussing text working solutions to problems or reviewing worksheets or other assignments,Apply multiple teaching methods.,Teach academic or vocational subjects.,Training and Teaching Others,Tutors,tutors,25-3099.02,Tutors,25-3041,25-3041.00,Tutors,Other Teachers and Instructors,Educational Instruction and Library Occupations,2026-05-31,0.0030529241359659,3.535800000000001,False,4.618167692307693,4.73,100.0,0.4063773043971065,0.1,E1,E2,43350.0,35500.0,45990.0,38940.0,30830.0,45100.0,47420.0,50350.0,33240.0,43350.0,37310.0,47380.0,36590.0,34990.0,37400.0,38090.0,36790.0,34170.0,34240.0,33780.0,49880.0,52810.0,60900.0,37380.0,44800.0,49610.0,32270.0,41380.0,38470.0,30420.0,53790.0,42270.0,36660.0,47100.0,42390.0,46190.0,43610.0,34510.0,48280.0,36270.0,77850.0,33220.0,38760.0,50280.0,33620.0,35190.0,53920.0,40750.0,45360.0,44070.0,41340.0,82290.0,30410.0,41890.0,43350.0,175070.0,890.0,550.0,2730.0,720.0,45370.0,2500.0,3230.0,590.0,785.0,12220.0,5690.0,1130.0,760.0,5910.0,1770.0,610.0,1290.0,780.0,540.0,340.0,4300.0,4610.0,6010.0,1370.0,1220.0,1670.0,450.0,950.0,1070.0,700.0,5270.0,460.0,12730.0,5780.0,110.0,5760.0,1220.0,1130.0,4540.0,300.0,1510.0,250.0,3310.0,10690.0,3150.0,130.0,4090.0,2460.0,280.0,1530.0,200.0,30.0,250.0,36.0
"Review, classify, and record survey data in preparation for computer analysis.",review classify and record survey data in preparation for computer analysis,Classify organisms based on their characteristics or behavior.,Research biological or ecological phenomena.,Getting Information,Survey Researchers,survey researchers,19-3022.00,Survey Researchers,19-3022,19-3022.00,Survey Researchers,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0113071264295034,4.996387355745108,False,0.2898876923076923,3.92,96.15,0.0362499814839502,0.2,E1,E1,69460.0,69460.0,70560.0,59210.0,69460.0,83520.0,89870.0,88320.0,69460.0,102390.0,69460.0,51590.0,69460.0,69460.0,54080.0,69460.0,83170.0,57700.0,69460.0,69460.0,47330.0,84030.0,74890.0,101550.0,104220.0,69460.0,66460.0,69460.0,64530.0,69460.0,69460.0,95580.0,61380.0,86890.0,96560.0,69460.0,57630.0,57200.0,64660.0,63310.0,69460.0,69460.0,69460.0,66900.0,47330.0,79090.0,69460.0,69460.0,69590.0,69460.0,92660.0,84360.0,69460.0,69460.0,69460.0,8290.0,112.0,40.0,172.0,69.0,1180.0,110.0,110.0,80.0,150.0,310.0,259.0,33.0,45.0,320.0,170.0,90.0,210.0,106.0,102.0,60.0,390.0,160.0,150.0,340.0,62.0,130.0,27.0,210.0,82.0,36.0,100.0,130.0,380.0,350.0,23.0,320.0,50.0,190.0,321.0,27.0,122.0,24.0,210.0,680.0,50.0,16.0,218.0,130.0,37.0,60.0,40.0,4.0,50.0,2.0
"Review, classify, and record survey data in preparation for computer analysis.",review classify and record survey data in preparation for computer analysis,Record research or operational data.,Maintain operational records.,Documenting/Recording Information,Survey Researchers,survey researchers,19-3022.00,Survey Researchers,19-3022,19-3022.00,Survey Researchers,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0113071264295034,4.996387355745108,False,0.2898876923076923,3.92,96.15,0.0362499814839502,0.2,E1,E1,69460.0,69460.0,70560.0,59210.0,69460.0,83520.0,89870.0,88320.0,69460.0,102390.0,69460.0,51590.0,69460.0,69460.0,54080.0,69460.0,83170.0,57700.0,69460.0,69460.0,47330.0,84030.0,74890.0,101550.0,104220.0,69460.0,66460.0,69460.0,64530.0,69460.0,69460.0,95580.0,61380.0,86890.0,96560.0,69460.0,57630.0,57200.0,64660.0,63310.0,69460.0,69460.0,69460.0,66900.0,47330.0,79090.0,69460.0,69460.0,69590.0,69460.0,92660.0,84360.0,69460.0,69460.0,69460.0,8290.0,112.0,40.0,172.0,69.0,1180.0,110.0,110.0,80.0,150.0,310.0,259.0,33.0,45.0,320.0,170.0,90.0,210.0,106.0,102.0,60.0,390.0,160.0,150.0,340.0,62.0,130.0,27.0,210.0,82.0,36.0,100.0,130.0,380.0,350.0,23.0,320.0,50.0,190.0,321.0,27.0,122.0,24.0,210.0,680.0,50.0,16.0,218.0,130.0,37.0,60.0,40.0,4.0,50.0,2.0
"Review commercial vehicle logs, shipping papers, or driver and equipment records to detect any problems or to ensure compliance with regulations.",review commercial vehicle logs shipping papers or driver and equipment records to detect any problems or to ensure compliance with regulations,Review documents or materials for compliance with policies or regulations.,Examine materials or documentation for accuracy or compliance.,Evaluating Information to Determine Compliance with Standards,"Transportation Vehicle, Equipment and Systems Inspectors, Except Aviation",transportation vehicle equipment and systems inspectors except aviation,53-6051.07,"Transportation Vehicle, Equipment and Systems Inspectors, Except Aviation",53-6051,53-6051.07,Transportation Inspectors,Other Transportation Workers,Transportation and Material Moving Occupations,2026-05-31,0.0030529241359659,4.862,False,2.0943369230769227,3.52,34.17,0.3130182101325255,0.3,E2,E1,92100.0,108140.0,123120.0,62250.0,85130.0,83000.0,81820.0,91520.0,92100.0,89960.0,101470.0,95030.0,108270.0,54330.0,47990.0,80330.0,116850.0,103380.0,83970.0,77460.0,63750.0,100700.0,79650.0,35890.0,92860.0,92100.0,64690.0,62810.0,92100.0,50060.0,92100.0,49250.0,63690.0,93420.0,84470.0,106330.0,77010.0,111070.0,78110.0,81550.0,92100.0,80490.0,70080.0,78430.0,101440.0,64480.0,92100.0,68610.0,104250.0,58670.0,75260.0,92100.0,52540.0,29760.0,92100.0,8166.666666666666,600.0,152.0,744.0,108.0,1604.0,412.0,296.0,81.0,134.0,1460.0,788.0,134.0,152.0,1012.0,224.0,54.0,188.0,233.0,116.0,81.0,224.0,170.0,484.0,278.0,55.0,340.0,161.0,179.0,385.0,32.0,833.0,206.0,3333.0,340.0,54.0,385.0,421.0,224.0,305.0,23.0,394.0,90.0,376.0,2052.0,188.0,14.0,296.0,439.0,81.0,108.0,13.0,63.0,224.0,2.0
Review compiled data on operating costs and revenues to set rates.,review compiled data on operating costs and revenues to set rates,Analyze financial information.,Analyze business or financial data.,Analyzing Data or Information,Billing and Posting Clerks,billing and posting clerks,43-3021.00,Billing and Posting Clerks,43-3021,43-3021.00,Billing and Posting Clerks,Financial Clerks,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.819581404709197,False,0.9030573076923076,3.59,44.3,1.0157978230124185,2.633421513351353,E2,E2,48500.0,39520.0,52170.0,47730.0,38780.0,56260.0,52670.0,52000.0,52110.0,64330.0,46540.0,47390.0,51240.0,46440.0,49730.0,46400.0,47110.0,46420.0,45590.0,43170.0,47840.0,52210.0,56110.0,46890.0,55810.0,41190.0,46760.0,46730.0,47410.0,47430.0,50710.0,51750.0,46120.0,53320.0,47160.0,48550.0,46390.0,45120.0,51860.0,46890.0,52910.0,45250.0,46180.0,46330.0,45910.0,46470.0,50730.0,47580.0,56090.0,39300.0,48230.0,44880.0,26900.0,28490.0,43430.0,404060.0,3780.0,370.0,8490.0,4390.0,41290.0,8170.0,4170.0,1270.0,530.0,28560.0,11450.0,1340.0,2850.0,21010.0,8060.0,3660.0,3890.0,5200.0,5970.0,1850.0,5960.0,7430.0,12550.0,6300.0,3040.0,8550.0,1890.0,3310.0,3720.0,1480.0,14910.0,2050.0,32770.0,7000.0,660.0,19480.0,4460.0,5030.0,15800.0,980.0,5550.0,770.0,7990.0,31150.0,4000.0,890.0,7500.0,11960.0,2180.0,7790.0,580.0,80.0,4800.0,30.0
"Review complaints, petitions, motions, or pleadings that have been filed to determine issues involved or basis for relief.",review complaints petitions motions or pleadings that have been filed to determine issues involved or basis for relief,Research relevant legal materials to aid decision making.,Consult legal materials or public records.,Getting Information,Judicial Law Clerks,judicial law clerks,23-1012.00,Judicial Law Clerks,23-1012,23-1012.00,Lawyers and Judicial Law Clerks,"Lawyers, Judges, and Related Workers",Legal Occupations,2026-05-31,0.0113071264295034,4.742650747466639,False,2.335165,4.64,98.73,0.9293910048822784,0.5,E2,E2,64920.0,64920.0,67580.0,60170.0,80150.0,79030.0,67230.0,98670.0,64720.0,64920.0,55180.0,55120.0,47010.0,75540.0,64920.0,57140.0,64260.0,45720.0,64920.0,63180.0,67890.0,70110.0,143350.0,62260.0,71070.0,64920.0,66060.0,47320.0,49570.0,69600.0,64920.0,58890.0,64920.0,133320.0,64920.0,85530.0,49840.0,44990.0,86870.0,50590.0,64920.0,50330.0,64920.0,75190.0,63130.0,51900.0,64920.0,65940.0,80240.0,52120.0,54250.0,64920.0,64920.0,64920.0,64920.0,13290.0,179.0,140.0,250.0,50.0,1800.0,140.0,270.0,100.0,60.0,1300.0,560.0,330.0,60.0,518.0,70.0,90.0,40.0,170.0,90.0,30.0,370.0,500.0,280.0,410.0,99.0,100.0,40.0,110.0,70.0,58.0,530.0,74.0,850.0,420.0,40.0,240.0,130.0,30.0,970.0,43.0,230.0,39.0,400.0,220.0,630.0,26.0,380.0,580.0,260.0,180.0,24.0,6.0,80.0,3.0
"Review complaints, petitions, motions, or pleadings that have been filed to determine issues involved or basis for relief.",review complaints petitions motions or pleadings that have been filed to determine issues involved or basis for relief,Identify implications for cases from legal precedents or other legal information.,"Research laws, precedents, or other legal data.",Analyzing Data or Information,Judicial Law Clerks,judicial law clerks,23-1012.00,Judicial Law Clerks,23-1012,23-1012.00,Lawyers and Judicial Law Clerks,"Lawyers, Judges, and Related Workers",Legal Occupations,2026-05-31,0.0113071264295034,4.742650747466639,False,2.335165,4.64,98.73,0.9293910048822784,0.5,E2,E2,64920.0,64920.0,67580.0,60170.0,80150.0,79030.0,67230.0,98670.0,64720.0,64920.0,55180.0,55120.0,47010.0,75540.0,64920.0,57140.0,64260.0,45720.0,64920.0,63180.0,67890.0,70110.0,143350.0,62260.0,71070.0,64920.0,66060.0,47320.0,49570.0,69600.0,64920.0,58890.0,64920.0,133320.0,64920.0,85530.0,49840.0,44990.0,86870.0,50590.0,64920.0,50330.0,64920.0,75190.0,63130.0,51900.0,64920.0,65940.0,80240.0,52120.0,54250.0,64920.0,64920.0,64920.0,64920.0,13290.0,179.0,140.0,250.0,50.0,1800.0,140.0,270.0,100.0,60.0,1300.0,560.0,330.0,60.0,518.0,70.0,90.0,40.0,170.0,90.0,30.0,370.0,500.0,280.0,410.0,99.0,100.0,40.0,110.0,70.0,58.0,530.0,74.0,850.0,420.0,40.0,240.0,130.0,30.0,970.0,43.0,230.0,39.0,400.0,220.0,630.0,26.0,380.0,580.0,260.0,180.0,24.0,6.0,80.0,3.0
Review computer-processed digital images for quality.,review computerprocessed digital images for quality,Inspected printed materials or other images to verify quality.,Inspect completed work or finished products.,"Inspecting Equipment, Structures, or Materials",Photographic Process Workers and Processing Machine Operators,photographic process workers and processing machine operators,51-9151.00,Photographic Process Workers and Processing Machine Operators,51-9151,51-9151.00,Photographic Process Workers and Processing Machine Operators,Other Production Occupations,Production Occupations,2026-05-31,0.0030529241359659,4.921600000000001,False,4.2426615384615385,4.41,98.48,0.34857951215259,0.1,E2,E2,40610.0,29850.0,40610.0,36650.0,40610.0,47320.0,40610.0,37460.0,42220.0,40610.0,46840.0,34790.0,40610.0,40610.0,37940.0,37670.0,43310.0,40610.0,37430.0,36500.0,40610.0,45600.0,38400.0,38610.0,40610.0,40610.0,33540.0,40610.0,40610.0,40610.0,40610.0,43300.0,40610.0,57760.0,35580.0,40610.0,29770.0,40610.0,39940.0,37340.0,40610.0,30010.0,40610.0,29050.0,35950.0,39510.0,40610.0,47380.0,46280.0,40610.0,46480.0,40610.0,40610.0,40610.0,40610.0,4800.0,40.0,10.0,99.0,40.0,740.0,88.0,80.0,30.0,22.0,450.0,50.0,19.0,26.0,187.0,240.0,90.0,44.0,120.0,60.0,20.0,200.0,112.0,150.0,90.0,36.0,100.0,16.0,31.0,48.0,21.0,110.0,27.0,400.0,320.0,13.0,190.0,52.0,40.0,160.0,15.0,50.0,14.0,110.0,160.0,60.0,9.0,110.0,80.0,22.0,60.0,9.0,2.0,29.0,1.0
Review contents of written orders to ensure adherence to legal requirements.,review contents of written orders to ensure adherence to legal requirements,Review documents or materials for compliance with policies or regulations.,Examine materials or documentation for accuracy or compliance.,Evaluating Information to Determine Compliance with Standards,First-Line Supervisors of Police and Detectives,firstline supervisors of police and detectives,33-1012.00,First-Line Supervisors of Police and Detectives,33-1012,33-1012.00,First-Line Supervisors of Law Enforcement Workers,Supervisors of Protective Service Workers,Protective Service Occupations,2026-05-31,0.1696068964425518,4.657460252751733,False,0.3985423076923077,4.0,83.65,0.056284932769979,0.2,E2,E1,106040.0,75970.0,137320.0,104850.0,62290.0,163960.0,126810.0,109360.0,131080.0,134760.0,100880.0,80120.0,140590.0,94920.0,135080.0,81540.0,98840.0,82950.0,80390.0,70470.0,92350.0,120700.0,104320.0,98140.0,118750.0,59860.0,94440.0,89380.0,106100.0,132100.0,100060.0,142990.0,92200.0,124080.0,91100.0,98300.0,98380.0,82830.0,122130.0,102400.0,97690.0,73700.0,87810.0,74770.0,111000.0,110500.0,99280.0,101230.0,136280.0,74280.0,97120.0,91400.0,106040.0,50300.0,82380.0,154610.0,1900.0,320.0,2790.0,2100.0,13200.0,2790.0,2240.0,410.0,1230.0,9900.0,7910.0,700.0,930.0,4900.0,1700.0,1370.0,2330.0,1600.0,3120.0,440.0,6700.0,5540.0,3290.0,2870.0,2060.0,3490.0,450.0,730.0,1300.0,940.0,7650.0,1320.0,12750.0,4820.0,440.0,5170.0,2420.0,1470.0,5690.0,820.0,1560.0,190.0,4430.0,5540.0,1360.0,210.0,3750.0,2750.0,490.0,2080.0,430.0,66.0,2900.0,100.0
"Review data about material assets, net worth, liabilities, capital stock, surplus, income, or expenditures.",review data about material assets net worth liabilities capital stock surplus income or expenditures,Examine financial records.,"Examine financial activities, operations, or systems.",Evaluating Information to Determine Compliance with Standards,Accountants and Auditors,accountants and auditors,13-2011.00,Accountants and Auditors,13-2011,13-2011.00,Accountants and Auditors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.947416785787217,False,0.3031488615384615,4.1476,82.08879999999999,0.2413793103448276,1.3214873924030954,E2,E2,83680.0,74880.0,83460.0,79970.0,66330.0,97050.0,97030.0,97550.0,95020.0,111530.0,79250.0,81900.0,74500.0,74730.0,80230.0,77720.0,77440.0,79000.0,75270.0,73810.0,77480.0,89370.0,99460.0,78820.0,81600.0,68100.0,76590.0,75810.0,72080.0,81600.0,83470.0,100830.0,78580.0,102640.0,82050.0,75730.0,79320.0,79370.0,85800.0,79000.0,95820.0,76560.0,78880.0,76840.0,80920.0,79990.0,78890.0,93290.0,96550.0,73320.0,79400.0,77620.0,50410.0,43530.0,59060.0,1449500.0,24300.0,2190.0,27410.0,7870.0,175360.0,35410.0,16770.0,6570.0,9810.0,91000.0,44020.0,4670.0,5570.0,54930.0,25660.0,13210.0,13610.0,11930.0,14050.0,3860.0,26170.0,46230.0,41460.0,30530.0,7350.0,28000.0,4730.0,10340.0,6930.0,7000.0,42250.0,6300.0,109830.0,49270.0,4430.0,50440.0,16720.0,14920.0,54290.0,6570.0,15270.0,5820.0,27340.0,116470.0,15490.0,2630.0,47100.0,34740.0,4900.0,25100.0,2670.0,610.0,12370.0,340.0
Review data from contract laboratories to ensure accuracy and regulatory compliance.,review data from contract laboratories to ensure accuracy and regulatory compliance,Verify accuracy of data.,Evaluate the quality or accuracy of data.,Processing Information,Quality Control Analysts,quality control analysts,19-4099.01,Quality Control Analysts,19-4099,19-4099.01,"Miscellaneous Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.217445742904841,False,0.8680484615384616,3.54,66.38,0.0526672011869042,0.1,E2,E2,62280.0,59500.0,70700.0,58240.0,59310.0,78350.0,63760.0,66710.0,62280.0,79230.0,63180.0,69320.0,50880.0,50600.0,59410.0,48650.0,50480.0,65270.0,68230.0,53360.0,66730.0,68390.0,63820.0,59100.0,49410.0,59490.0,50410.0,52260.0,48640.0,54070.0,64250.0,55980.0,56420.0,63810.0,49200.0,69350.0,49210.0,86260.0,60810.0,57680.0,69630.0,58960.0,51630.0,62050.0,48960.0,59290.0,63460.0,67240.0,73530.0,59750.0,47210.0,64510.0,62280.0,35060.0,62280.0,21591.0,204.0,99.0,245.0,204.0,5895.0,1087.0,187.0,53.0,88.0,1069.0,1303.0,613.0,321.0,438.0,438.0,245.0,514.0,187.0,941.0,228.0,2051.0,666.0,608.0,789.0,193.0,1227.0,76.0,175.0,204.0,210.0,1250.0,105.0,4318.0,1350.0,105.0,596.0,269.0,987.0,1537.0,123.0,754.0,35.0,1256.0,5358.0,240.0,93.0,1583.0,573.0,134.0,625.0,129.0,9.0,415.0,5.0
"Review design drawings or technical documents for completeness, correctness, or appropriateness.",review design drawings or technical documents for completeness correctness or appropriateness,Verify accuracy of records.,Evaluate the quality or accuracy of data.,Processing Information,Security Management Specialists,security management specialists,13-1199.02,Security Management Specialists,13-1199,13-1199.07,Miscellaneous Business Operations Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.703509479628882,False,0.2847869230769231,3.62,90.0,0.1895387129815128,1.060950831664545,E2,E2,83050.0,100240.0,94740.0,83280.0,61240.0,87570.0,92520.0,85530.0,95040.0,108160.0,79650.0,78410.0,92620.0,76400.0,82070.0,79030.0,80470.0,83350.0,74690.0,63220.0,78830.0,101500.0,93270.0,81810.0,77820.0,76980.0,80420.0,74990.0,77980.0,67330.0,83740.0,91060.0,79100.0,83450.0,80230.0,80500.0,79350.0,93640.0,77170.0,80590.0,88130.0,79110.0,85340.0,78690.0,80820.0,80190.0,71710.0,85200.0,100360.0,69240.0,67370.0,74060.0,88610.0,46700.0,65170.0,465402.0,11970.0,3459.0,20909.0,14042.0,265432.0,78208.0,9641.0,2740.0,64714.0,113417.0,115506.0,4030.0,4692.0,56409.0,10771.0,16953.0,16799.0,10052.0,29129.0,7244.0,68190.0,30670.0,35859.0,28102.0,7072.0,15769.999999999998,8151.0,4350.0,15652.0,3288.0,58584.0,14470.0,49302.0,70519.0,3100.0,54268.0,9761.0,25550.0,46665.0,3836.0,15258.0,1610.0,20190.0,178559.0,5160.0,4178.0,77335.0,88449.0,6970.0,20909.0,3031.0,805.0,16029.0,634.0
Review dockets of pending litigation to ensure adequate progress.,review dockets of pending litigation to ensure adequate progress,Evaluate information related to legal matters in public or personal records.,Consult legal materials or public records.,Getting Information,Judicial Law Clerks,judicial law clerks,23-1012.00,Judicial Law Clerks,23-1012,23-1012.00,Lawyers and Judicial Law Clerks,"Lawyers, Judges, and Related Workers",Legal Occupations,2026-05-31,0.0030529241359659,4.8536,False,0.6578288461538462,3.51,85.61,0.0420238395622073,0.1,E2,E2,64920.0,64920.0,67580.0,60170.0,80150.0,79030.0,67230.0,98670.0,64720.0,64920.0,55180.0,55120.0,47010.0,75540.0,64920.0,57140.0,64260.0,45720.0,64920.0,63180.0,67890.0,70110.0,143350.0,62260.0,71070.0,64920.0,66060.0,47320.0,49570.0,69600.0,64920.0,58890.0,64920.0,133320.0,64920.0,85530.0,49840.0,44990.0,86870.0,50590.0,64920.0,50330.0,64920.0,75190.0,63130.0,51900.0,64920.0,65940.0,80240.0,52120.0,54250.0,64920.0,64920.0,64920.0,64920.0,13290.0,179.0,140.0,250.0,50.0,1800.0,140.0,270.0,100.0,60.0,1300.0,560.0,330.0,60.0,518.0,70.0,90.0,40.0,170.0,90.0,30.0,370.0,500.0,280.0,410.0,99.0,100.0,40.0,110.0,70.0,58.0,530.0,74.0,850.0,420.0,40.0,240.0,130.0,30.0,970.0,43.0,230.0,39.0,400.0,220.0,630.0,26.0,380.0,580.0,260.0,180.0,24.0,6.0,80.0,3.0
Review dockets of pending litigation to ensure adequate progress.,review dockets of pending litigation to ensure adequate progress,Review documents or materials for compliance with policies or regulations.,Examine materials or documentation for accuracy or compliance.,Evaluating Information to Determine Compliance with Standards,Judicial Law Clerks,judicial law clerks,23-1012.00,Judicial Law Clerks,23-1012,23-1012.00,Lawyers and Judicial Law Clerks,"Lawyers, Judges, and Related Workers",Legal Occupations,2026-05-31,0.0030529241359659,4.8536,False,0.6578288461538462,3.51,85.61,0.0420238395622073,0.1,E2,E2,64920.0,64920.0,67580.0,60170.0,80150.0,79030.0,67230.0,98670.0,64720.0,64920.0,55180.0,55120.0,47010.0,75540.0,64920.0,57140.0,64260.0,45720.0,64920.0,63180.0,67890.0,70110.0,143350.0,62260.0,71070.0,64920.0,66060.0,47320.0,49570.0,69600.0,64920.0,58890.0,64920.0,133320.0,64920.0,85530.0,49840.0,44990.0,86870.0,50590.0,64920.0,50330.0,64920.0,75190.0,63130.0,51900.0,64920.0,65940.0,80240.0,52120.0,54250.0,64920.0,64920.0,64920.0,64920.0,13290.0,179.0,140.0,250.0,50.0,1800.0,140.0,270.0,100.0,60.0,1300.0,560.0,330.0,60.0,518.0,70.0,90.0,40.0,170.0,90.0,30.0,370.0,500.0,280.0,410.0,99.0,100.0,40.0,110.0,70.0,58.0,530.0,74.0,850.0,420.0,40.0,240.0,130.0,30.0,970.0,43.0,230.0,39.0,400.0,220.0,630.0,26.0,380.0,580.0,260.0,180.0,24.0,6.0,80.0,3.0
Review documents written by others.,review documents written by others,Review technical documents to plan work.,Read documents or materials to inform work processes.,Getting Information,Economists,economists,19-3011.00,Economists,19-3011,19-3011.00,Economists,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0904570114360276,4.257323670511382,False,0.960466153846154,4.0,95.83,0.0711916730859734,0.1,,,124720.0,129960.0,111040.0,79610.0,91560.0,119410.0,121410.0,101400.0,159120.0,167590.0,102430.0,122570.0,83050.0,131270.0,124720.0,80750.0,96310.0,138790.0,71400.0,73050.0,91480.0,144680.0,106380.0,106350.0,105120.0,124720.0,117010.0,89340.0,75880.0,91340.0,86130.0,167550.0,124720.0,136660.0,136150.0,124720.0,120000.0,89980.0,122120.0,115000.0,124720.0,124720.0,124720.0,117650.0,121420.0,124720.0,124720.0,137590.0,109300.0,124720.0,84000.0,124720.0,124720.0,70750.0,124720.0,11488.0,52.0,103.0,439.0,65.0,1111.0,310.0,271.0,90.0,3875.0,646.0,336.0,65.0,168.0,448.0,103.0,90.0,103.0,129.0,181.0,90.0,1459.0,1330.0,413.0,646.0,85.0,362.0,116.0,116.0,90.0,65.0,362.0,155.0,1175.0,375.0,31.0,181.0,103.0,413.0,723.0,36.0,169.0,34.0,103.0,723.0,65.0,22.0,1227.0,581.0,52.0,362.0,21.0,5.0,129.0,3.0
Review documents written by others.,review documents written by others,"Proofread documents, records, or other files to ensure accuracy.",Examine materials or documentation for accuracy or compliance.,Evaluating Information to Determine Compliance with Standards,Economists,economists,19-3011.00,Economists,19-3011,19-3011.00,Economists,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0904570114360276,4.257323670511382,False,0.960466153846154,4.0,95.83,0.0711916730859734,0.1,,,124720.0,129960.0,111040.0,79610.0,91560.0,119410.0,121410.0,101400.0,159120.0,167590.0,102430.0,122570.0,83050.0,131270.0,124720.0,80750.0,96310.0,138790.0,71400.0,73050.0,91480.0,144680.0,106380.0,106350.0,105120.0,124720.0,117010.0,89340.0,75880.0,91340.0,86130.0,167550.0,124720.0,136660.0,136150.0,124720.0,120000.0,89980.0,122120.0,115000.0,124720.0,124720.0,124720.0,117650.0,121420.0,124720.0,124720.0,137590.0,109300.0,124720.0,84000.0,124720.0,124720.0,70750.0,124720.0,11488.0,52.0,103.0,439.0,65.0,1111.0,310.0,271.0,90.0,3875.0,646.0,336.0,65.0,168.0,448.0,103.0,90.0,103.0,129.0,181.0,90.0,1459.0,1330.0,413.0,646.0,85.0,362.0,116.0,116.0,90.0,65.0,362.0,155.0,1175.0,375.0,31.0,181.0,103.0,413.0,723.0,36.0,169.0,34.0,103.0,723.0,65.0,22.0,1227.0,581.0,52.0,362.0,21.0,5.0,129.0,3.0
Review electrical engineering plans to ensure adherence to design specifications and compliance with applicable electrical codes and standards.,review electrical engineering plans to ensure adherence to design specifications and compliance with applicable electrical codes and standards,Evaluate designs or specifications to ensure quality.,"Evaluate designs, specifications, or other technical data.",Analyzing Data or Information,Electrical and Electronic Engineering Technicians,electrical and electronic engineering technicians,17-3023.00,Electrical and Electronic Engineering Technologists and Technicians,17-3023,17-3023.00,"Engineering Technologists and Technicians, Except Drafters","Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.3809000000000005,False,0.852821923076923,3.89,94.2,0.1207803187605645,0.2,E2,E2,78190.0,74500.0,92760.0,77960.0,69960.0,86090.0,77440.0,81390.0,67360.0,97620.0,73190.0,78070.0,96200.0,77170.0,85510.0,70540.0,74840.0,70310.0,64120.0,82990.0,83440.0,95830.0,77710.0,74800.0,78280.0,81180.0,72120.0,82050.0,65490.0,88160.0,74560.0,85510.0,96070.0,77040.0,76040.0,80930.0,63300.0,80880.0,77990.0,76070.0,98600.0,73450.0,58340.0,63750.0,74050.0,72670.0,74760.0,79540.0,93930.0,85440.0,71880.0,99840.0,75360.0,44590.0,78190.0,95130.0,1620.0,230.0,2260.0,310.0,13450.0,1410.0,1190.0,130.0,240.0,4710.0,1630.0,460.0,650.0,1980.0,1800.0,880.0,770.0,1060.0,1000.0,270.0,2170.0,4030.0,2350.0,1540.0,650.0,1390.0,140.0,710.0,1140.0,590.0,2250.0,1000.0,4390.0,2490.0,120.0,3260.0,1170.0,1920.0,3470.0,290.0,2060.0,200.0,1820.0,8960.0,1420.0,300.0,4670.0,2540.0,300.0,1520.0,200.0,50.0,660.0,20.0
Review employment applications and job orders to match applicants with job requirements.,review employment applications and job orders to match applicants with job requirements,Administer personnel recruitment or hiring activities.,Perform recruiting or hiring activities.,Staffing Organizational Units,Human Resources Specialists,human resources specialists,13-1071.00,Human Resources Specialists,13-1071,13-1071.00,Human Resources Workers,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.857200000000001,False,2.0330053846153846,4.18,93.08,0.2175409740897997,0.1389715597088938,E2,E2,75940.0,64940.0,76990.0,71390.0,55010.0,83500.0,80840.0,82890.0,77700.0,110970.0,66410.0,70570.0,73750.0,64990.0,76820.0,65600.0,66710.0,70870.0,69010.0,61300.0,71630.0,83910.0,85630.0,69520.0,78760.0,60300.0,66990.0,63790.0,61930.0,71610.0,70840.0,80690.0,68050.0,84380.0,73070.0,75630.0,70180.0,61630.0,78060.0,70450.0,77560.0,65370.0,67590.0,67370.0,68920.0,71750.0,77800.0,82090.0,84550.0,66860.0,70540.0,66970.0,59900.0,40900.0,60210.0,912430.0,11080.0,1420.0,20230.0,6230.0,104000.0,19450.0,9010.0,2720.0,6910.0,62729.99999999999,32110.0,2570.0,3930.0,35430.0,17110.0,7930.0,7560.0,10900.0,7240.0,3020.0,15530.0,27300.0,25520.0,17240.0,4850.0,17650.0,2340.0,7219.999999999999,6520.0,4270.0,21690.0,4090.000000000001,54610.0,31140.0,1710.0,33500.0,9370.0,10620.0,36960.0,3320.0,13720.0,1340.0,21460.0,84930.0,9900.0,1270.0,28540.0,22770.0,3130.0,17360.0,1000.0,380.0,4270.0,120.0
"Review environmental, historical, or technical reports and publications for accuracy.",review environmental historical or technical reports and publications for accuracy,"Proofread documents, records, or other files to ensure accuracy.",Examine materials or documentation for accuracy or compliance.,Evaluating Information to Determine Compliance with Standards,"Geoscientists, Except Hydrologists and Geographers",geoscientists except hydrologists and geographers,19-2042.00,"Geoscientists, Except Hydrologists and Geographers",19-2042,19-2042.00,Environmental Scientists and Geoscientists,Physical Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.0871,False,0.2192307692307692,3.68,78.12,0.0138462500195351,0.1,E2,E1,101920.0,88610.0,107410.0,85190.0,67880.0,106500.0,114410.0,61810.0,93640.0,101920.0,95140.0,73920.0,106270.0,91170.0,96950.0,68240.0,74460.0,80080.0,77510.0,91560.0,86840.0,110510.0,108210.0,80990.0,80540.0,112400.0,83390.0,75520.0,85550.0,99890.0,101150.0,88500.0,88530.0,86410.0,95260.0,84070.0,81220.0,119990.0,98110.0,84180.0,121010.0,86070.0,71150.0,77870.0,145220.0,89990.0,87070.0,88390.0,105020.0,76060.0,78610.0,74910.0,101920.0,101920.0,101920.0,23470.0,110.0,430.0,550.0,70.0,3350.0,1480.0,254.0,110.0,105.0,660.0,340.0,110.0,130.0,410.0,270.0,40.0,190.0,170.0,440.0,70.0,390.0,420.0,320.0,240.0,250.0,260.0,210.0,110.0,520.0,102.0,300.0,160.0,600.0,570.0,100.0,410.0,770.0,380.0,910.0,75.0,230.0,80.0,230.0,4900.0,300.0,46.0,300.0,840.0,90.0,110.0,220.0,10.0,141.0,5.0
"Review, evaluate, and approve specifications for issuing and awarding bids.",review evaluate and approve specifications for issuing and awarding bids,Verify information or specifications.,Evaluate the quality or accuracy of data.,Processing Information,Purchasing Managers,purchasing managers,11-3061.00,Purchasing Managers,11-3061,11-3061.00,Purchasing Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0113071264295034,4.6552,False,0.5740384615384615,4.18,89.47,0.3351536198164179,0.8999999999999999,E0,E2,148080.0,130710.0,114650.0,138940.0,156450.0,159830.0,171250.0,138680.0,148080.0,175720.0,133410.0,155360.0,113490.0,136970.0,153370.0,126880.0,121580.0,159850.0,124350.0,109630.0,135970.0,161470.0,170750.0,142120.0,144810.0,122940.0,132100.0,123480.0,124010.0,120270.0,162900.0,174520.0,134790.0,166300.0,138710.0,130110.0,134580.0,119310.0,137190.0,141790.0,134560.0,131720.0,128670.0,137060.0,134670.0,125940.0,135720.0,166230.0,162730.0,147220.0,124990.0,123380.0,80290.0,89600.0,148080.0,84320.0,1520.0,140.0,1630.0,930.0,7470.0,1320.0,1420.0,150.0,1110.0,3960.0,3430.0,220.0,270.0,4160.0,1190.0,610.0,920.0,920.0,470.0,170.0,2380.0,2160.0,2780.0,1340.0,320.0,960.0,160.0,440.0,450.0,540.0,3430.0,240.0,6930.0,2670.0,50.0,3490.0,480.0,980.0,2530.0,220.0,830.0,70.0,1460.0,9640.0,510.0,90.0,3540.0,1770.0,180.0,1610.0,40.0,40.0,280.0,17.0
"Review, evaluate, and approve specifications for issuing and awarding bids.",review evaluate and approve specifications for issuing and awarding bids,Approve expenditures.,Authorize business activities or transactions.,Making Decisions and Solving Problems,Purchasing Managers,purchasing managers,11-3061.00,Purchasing Managers,11-3061,11-3061.00,Purchasing Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0113071264295034,4.6552,False,0.5740384615384615,4.18,89.47,0.3351536198164179,0.8999999999999999,E0,E2,148080.0,130710.0,114650.0,138940.0,156450.0,159830.0,171250.0,138680.0,148080.0,175720.0,133410.0,155360.0,113490.0,136970.0,153370.0,126880.0,121580.0,159850.0,124350.0,109630.0,135970.0,161470.0,170750.0,142120.0,144810.0,122940.0,132100.0,123480.0,124010.0,120270.0,162900.0,174520.0,134790.0,166300.0,138710.0,130110.0,134580.0,119310.0,137190.0,141790.0,134560.0,131720.0,128670.0,137060.0,134670.0,125940.0,135720.0,166230.0,162730.0,147220.0,124990.0,123380.0,80290.0,89600.0,148080.0,84320.0,1520.0,140.0,1630.0,930.0,7470.0,1320.0,1420.0,150.0,1110.0,3960.0,3430.0,220.0,270.0,4160.0,1190.0,610.0,920.0,920.0,470.0,170.0,2380.0,2160.0,2780.0,1340.0,320.0,960.0,160.0,440.0,450.0,540.0,3430.0,240.0,6930.0,2670.0,50.0,3490.0,480.0,980.0,2530.0,220.0,830.0,70.0,1460.0,9640.0,510.0,90.0,3540.0,1770.0,180.0,1610.0,40.0,40.0,280.0,17.0
"Review existing or incoming data for currency, accuracy, usefulness, quality, or completeness of documentation.",review existing or incoming data for currency accuracy usefulness quality or completeness of documentation,Evaluate data quality.,Evaluate the quality or accuracy of data.,Processing Information,Geospatial Information Scientists and Technologists,geospatial information scientists and technologists,15-1199.04,Geographic Information Systems Technologists and Technicians,15-1299,15-1299.02,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,4.025337008903231,4.92140588175018,False,1.313656923076923,4.06,99.56,0.0977993727877988,0.1,E1,E2,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,85452.0,3097.0,836.0,5510.0,1319.0,94388.0,13896.0,3651.0,860.0,20255.0,13710.0,24295.0,2449.0,1225.0,13143.0,3933.0,4534.0,1578.0,1850.0,5912.0,900.0,22446.0,7266.0,8762.0,4923.0,1708.0,14340.0,636.0,2685.0,3074.0,1142.0,14144.0,1943.0,11460.0,17771.0,860.0,6150.0,3910.0,2885.0,14580.0,977.0,5064.0,240.0,12872.0,67149.0,7867.0,1554.0,20020.0,16911.0,3980.0,5511.0,200.0,330.0,1036.0,47.0
"Review existing standards, controls, or equipment used, recommending changes or upgrades as needed.",review existing standards controls or equipment used recommending changes or upgrades as needed,Evaluate designs or specifications to ensure quality.,"Evaluate designs, specifications, or other technical data.",Analyzing Data or Information,Geodetic Surveyors,geodetic surveyors,17-1022.01,Geodetic Surveyors,17-1022,17-1022.01,"Surveyors, Cartographers, and Photogrammetrists","Architects, Surveyors, and Cartographers",Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.439196803606189,False,0.5535046153846155,3.78,100.0,0.1841937992248838,0.4,E2,E2,75440.0,66840.0,99550.0,77490.0,51800.0,105330.0,79310.0,76730.0,82890.0,75440.0,65480.0,58100.0,82200.0,73940.0,75980.0,80510.0,77090.0,75860.0,71840.0,63140.0,83200.0,64910.0,94590.0,72080.0,83620.0,58720.0,62110.0,84610.0,68050.0,82460.0,65130.0,77160.0,74230.0,78870.0,76210.0,79360.0,70620.0,61300.0,97070.0,75950.0,62670.0,63300.0,77190.0,76340.0,61150.0,73230.0,76450.0,71070.0,85610.0,61520.0,79650.0,81250.0,61490.0,44870.0,75440.0,13805.0,494.0,136.0,739.0,299.0,2455.0,880.0,234.0,65.0,62.0,2173.0,961.0,76.0,136.0,929.0,473.0,244.0,190.0,364.0,793.0,147.0,516.0,701.0,570.0,532.0,310.0,451.0,190.0,234.0,266.0,152.0,489.0,158.0,799.0,831.0,136.0,706.0,521.0,288.0,875.0,81.0,543.0,98.0,500.0,3482.0,353.0,27.0,739.0,424.0,342.0,331.0,130.0,33.0,76.0,3.0
"Review files, records, and other documents to obtain information to respond to requests.",review files records and other documents to obtain information to respond to requests,"Search files, databases or reference materials to obtain needed information.",Gather information from physical or electronic sources.,Getting Information,"Office Clerks, General",office clerks general,43-9061.00,"Office Clerks, General",43-9061,43-9061.00,"Office Clerks, General",Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,1.8656758608680704,4.718350515463918,False,1.790818846153846,3.91,89.21,0.5405977492819976,0.4,E2,E2,45010.0,31200.0,51890.0,46420.0,37050.0,48460.0,53550.0,48280.0,42740.0,55040.0,44450.0,40590.0,42340.0,44830.0,45730.0,44520.0,44310.0,32370.0,37870.0,32480.0,45300.0,47270.0,49940.0,44820.0,47840.0,34900.0,42370.0,46480.0,37820.0,45460.0,49020.0,48570.0,37130.0,45890.0,41770.0,50160.0,43680.0,37240.0,49910.0,44950.0,47830.0,36840.0,38560.0,38860.0,39000.0,44060.0,48310.0,46410.0,50500.0,35020.0,44980.0,42840.0,26470.0,23860.0,37330.0,2464940.0,13130.0,3440.0,52710.0,29940.0,311490.0,31770.0,23190.0,7230.0,5670.0,189700.0,75390.0,12930.0,20790.0,95980.0,58480.0,23120.0,2130.0,29750.0,31790.0,11260.0,27290.0,47940.0,88030.0,55530.0,17600.0,56050.0,10390.0,10000.0,20430.0,12740.0,65130.0,11880.0,134280.0,67930.0,8440.0,89310.0,31870.0,27980.0,107500.0,7700.0,42250.0,1720.0,49880.0,218470.0,36470.0,5100.0,66550.0,49050.0,9430.0,51440.0,6670.0,760.0,20190.0,560.0
"Review financial statements, sales or activity reports, or other performance data to identify opportunities for cost reductions or service improvements.",review financial statements sales or activity reports or other performance data to identify opportunities for cost reductions or service improvements,Analyze data to inform operational decisions or activities.,Analyze data to improve operations.,Analyzing Data or Information,Funeral Service Managers,funeral service managers,11-9061.00,Funeral Home Managers,11-9171,11-9171.00,Personal Service Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0565356321475172,4.926755752034563,False,0.2727992307692308,3.7,88.56,0.1562764371307085,0.7999999999999999,E2,E2,78790.0,63010.0,78790.0,61420.0,60260.0,82370.0,78790.0,102810.0,78790.0,78790.0,72180.0,79010.0,61440.0,78790.0,78790.0,77910.0,81220.0,61890.0,47040.0,81930.0,76020.0,100670.0,80790.0,77140.0,79900.0,63390.0,66670.0,84900.0,78590.0,60750.0,83200.0,101520.0,82850.0,103530.0,80730.0,68080.0,99440.0,64440.0,80350.0,104400.0,122150.0,77400.0,100880.0,78130.0,67740.0,82510.0,78790.0,81700.0,102540.0,71990.0,79560.0,78790.0,78790.0,78790.0,78790.0,13910.0,490.0,29.0,200.0,230.0,760.0,120.0,90.0,60.0,62.0,1050.0,420.0,90.0,76.0,270.0,300.0,210.0,130.0,400.0,190.0,60.0,260.0,280.0,430.0,500.0,140.0,560.0,50.0,110.0,100.0,60.0,420.0,60.0,820.0,460.0,40.0,420.0,200.0,90.0,560.0,120.0,220.0,70.0,430.0,1230.0,160.0,27.0,310.0,80.0,150.0,440.0,25.0,6.0,83.0,3.0
"Review financial statements, sales or activity reports, or other performance data to identify opportunities for cost reductions or service improvements.",review financial statements sales or activity reports or other performance data to identify opportunities for cost reductions or service improvements,Analyze financial records to improve efficiency.,Analyze business or financial data.,Analyzing Data or Information,Funeral Service Managers,funeral service managers,11-9061.00,Funeral Home Managers,11-9171,11-9171.00,Personal Service Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0565356321475172,4.926755752034563,False,0.2727992307692308,3.7,88.56,0.1562764371307085,0.7999999999999999,E2,E2,78790.0,63010.0,78790.0,61420.0,60260.0,82370.0,78790.0,102810.0,78790.0,78790.0,72180.0,79010.0,61440.0,78790.0,78790.0,77910.0,81220.0,61890.0,47040.0,81930.0,76020.0,100670.0,80790.0,77140.0,79900.0,63390.0,66670.0,84900.0,78590.0,60750.0,83200.0,101520.0,82850.0,103530.0,80730.0,68080.0,99440.0,64440.0,80350.0,104400.0,122150.0,77400.0,100880.0,78130.0,67740.0,82510.0,78790.0,81700.0,102540.0,71990.0,79560.0,78790.0,78790.0,78790.0,78790.0,13910.0,490.0,29.0,200.0,230.0,760.0,120.0,90.0,60.0,62.0,1050.0,420.0,90.0,76.0,270.0,300.0,210.0,130.0,400.0,190.0,60.0,260.0,280.0,430.0,500.0,140.0,560.0,50.0,110.0,100.0,60.0,420.0,60.0,820.0,460.0,40.0,420.0,200.0,90.0,560.0,120.0,220.0,70.0,430.0,1230.0,160.0,27.0,310.0,80.0,150.0,440.0,25.0,6.0,83.0,3.0
"Review financial statements, sales or activity reports, or other performance data to measure productivity or goal achievement or to identify areas needing cost reduction or program improvement.",review financial statements sales or activity reports or other performance data to measure productivity or goal achievement or to identify areas needing cost reduction or program improvement,Analyze data to inform operational decisions or activities.,Analyze data to improve operations.,Analyzing Data or Information,General and Operations Managers,general and operations managers,11-1021.00,General and Operations Managers,11-1021,11-1021.00,General and Operations Managers,Top Executives,Management Occupations,2026-05-31,0.2035282757310622,4.882110966188422,False,0.6705076923076924,4.18,97.14,0.217735040291113,0.4,E2,E2,105770.0,111790.0,116630.0,94800.0,74050.0,124390.0,131840.0,137220.0,137220.0,168000.0,101580.0,103730.0,108180.0,80390.0,103570.0,108170.0,87690.0,92840.0,79370.0,101790.0,98860.0,117930.0,127220.0,99530.0,99340.0,106680.0,79300.0,91380.0,85090.0,99390.0,124680.0,173690.0,98630.0,130860.0,101950.0,98170.0,97700.0,90430.0,103490.0,103130.0,117380.0,106080.0,137400.0,106970.0,103230.0,97850.0,98640.0,122080.0,133750.0,82500.0,118730.0,99700.0,67690.0,73570.0,82850.0,3503020.0,30170.0,6020.0,110480.0,34570.0,300840.0,41870.0,39070.0,5000.0,36150.0,236290.0,111060.0,13380.0,24880.0,171300.0,47180.0,30760.0,24660.0,52100.0,43220.0,14770.0,96740.0,95880.0,85860.0,72860.0,10630.0,109020.0,11840.0,24030.0,38920.0,22110.0,53000.0,16330.0,206740.0,63740.0,11150.0,153160.0,43890.0,36190.0,172010.0,9150.0,32230.0,4280.0,63720.0,431310.0,42580.0,8000.0,103590.0,50630.0,15300.0,36910.0,7470.0,1580.0,7190.0,1040.0
"Review financial statements, sales or activity reports, or other performance data to measure productivity or goal achievement or to identify areas needing cost reduction or program improvement.",review financial statements sales or activity reports or other performance data to measure productivity or goal achievement or to identify areas needing cost reduction or program improvement,Analyze financial records to improve efficiency.,Analyze business or financial data.,Analyzing Data or Information,General and Operations Managers,general and operations managers,11-1021.00,General and Operations Managers,11-1021,11-1021.00,General and Operations Managers,Top Executives,Management Occupations,2026-05-31,0.2035282757310622,4.882110966188422,False,0.6705076923076924,4.18,97.14,0.217735040291113,0.4,E2,E2,105770.0,111790.0,116630.0,94800.0,74050.0,124390.0,131840.0,137220.0,137220.0,168000.0,101580.0,103730.0,108180.0,80390.0,103570.0,108170.0,87690.0,92840.0,79370.0,101790.0,98860.0,117930.0,127220.0,99530.0,99340.0,106680.0,79300.0,91380.0,85090.0,99390.0,124680.0,173690.0,98630.0,130860.0,101950.0,98170.0,97700.0,90430.0,103490.0,103130.0,117380.0,106080.0,137400.0,106970.0,103230.0,97850.0,98640.0,122080.0,133750.0,82500.0,118730.0,99700.0,67690.0,73570.0,82850.0,3503020.0,30170.0,6020.0,110480.0,34570.0,300840.0,41870.0,39070.0,5000.0,36150.0,236290.0,111060.0,13380.0,24880.0,171300.0,47180.0,30760.0,24660.0,52100.0,43220.0,14770.0,96740.0,95880.0,85860.0,72860.0,10630.0,109020.0,11840.0,24030.0,38920.0,22110.0,53000.0,16330.0,206740.0,63740.0,11150.0,153160.0,43890.0,36190.0,172010.0,9150.0,32230.0,4280.0,63720.0,431310.0,42580.0,8000.0,103590.0,50630.0,15300.0,36910.0,7470.0,1580.0,7190.0,1040.0
Review forensic analysts' reports for technical merit.,review forensic analysts reports for technical merit,Verify information or specifications.,Evaluate the quality or accuracy of data.,Processing Information,Forensic Science Technicians,forensic science technicians,19-4092.00,Forensic Science Technicians,19-4092,19-4092.00,"Miscellaneous Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Occupations",2026-05-31,0.0452285057180138,4.512745591939547,False,0.5334223076923077,4.0,54.09,0.0910528585713266,0.3,E2,E2,72060.0,59560.0,72060.0,63250.0,44670.0,102100.0,84010.0,85910.0,72060.0,72060.0,64140.0,63600.0,72060.0,71160.0,124790.0,66520.0,67060.0,72060.0,61470.0,72060.0,70870.0,82140.0,79320.0,72060.0,76960.0,52850.0,62750.0,82200.0,65920.0,81090.0,72060.0,63220.0,65570.0,81670.0,59240.0,71090.0,72060.0,65940.0,80950.0,61580.0,72060.0,51830.0,51690.0,70500.0,59870.0,66780.0,74110.0,68900.0,81310.0,63330.0,72280.0,52100.0,72060.0,72060.0,72060.0,19120.0,160.0,40.0,900.0,100.0,2800.0,510.0,120.0,59.0,86.0,1920.0,550.0,77.0,160.0,370.0,320.0,130.0,176.0,60.0,240.0,40.0,460.0,290.0,650.0,140.0,140.0,350.0,60.0,150.0,360.0,83.0,60.0,200.0,1140.0,520.0,40.0,470.0,110.0,110.0,360.0,61.0,160.0,30.0,300.0,1900.0,220.0,30.0,770.0,390.0,110.0,310.0,90.0,8.0,115.0,4.0
Review forensic analysts' reports for technical merit.,review forensic analysts reports for technical merit,Verify accuracy of data.,Evaluate the quality or accuracy of data.,Processing Information,Forensic Science Technicians,forensic science technicians,19-4092.00,Forensic Science Technicians,19-4092,19-4092.00,"Miscellaneous Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Occupations",2026-05-31,0.0452285057180138,4.512745591939547,False,0.5334223076923077,4.0,54.09,0.0910528585713266,0.3,E2,E2,72060.0,59560.0,72060.0,63250.0,44670.0,102100.0,84010.0,85910.0,72060.0,72060.0,64140.0,63600.0,72060.0,71160.0,124790.0,66520.0,67060.0,72060.0,61470.0,72060.0,70870.0,82140.0,79320.0,72060.0,76960.0,52850.0,62750.0,82200.0,65920.0,81090.0,72060.0,63220.0,65570.0,81670.0,59240.0,71090.0,72060.0,65940.0,80950.0,61580.0,72060.0,51830.0,51690.0,70500.0,59870.0,66780.0,74110.0,68900.0,81310.0,63330.0,72280.0,52100.0,72060.0,72060.0,72060.0,19120.0,160.0,40.0,900.0,100.0,2800.0,510.0,120.0,59.0,86.0,1920.0,550.0,77.0,160.0,370.0,320.0,130.0,176.0,60.0,240.0,40.0,460.0,290.0,650.0,140.0,140.0,350.0,60.0,150.0,360.0,83.0,60.0,200.0,1140.0,520.0,40.0,470.0,110.0,110.0,360.0,61.0,160.0,30.0,300.0,1900.0,220.0,30.0,770.0,390.0,110.0,310.0,90.0,8.0,115.0,4.0
Review illustrative material to determine if it conforms to standards and specifications.,review illustrative material to determine if it conforms to standards and specifications,Review art or design materials.,Study details of artistic productions.,Getting Information,Art Directors,art directors,27-1011.00,Art Directors,27-1011,27-1011.00,Artists and Related Workers,Art and Design Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.88978897889789,False,1.4630865384615386,4.04,90.7,0.1124637603643769,0.1016158316042061,E2,E2,114850.0,77220.0,75200.0,114850.0,71930.0,137780.0,99990.0,71900.0,114850.0,114850.0,99660.0,110430.0,89300.0,80680.0,103550.0,105690.0,80940.0,60460.0,76160.0,83640.0,100300.0,98400.0,149320.0,86660.0,109700.0,66020.0,100940.0,73850.0,73270.0,98070.0,132000.0,129200.0,114850.0,137320.0,90000.0,83170.0,94390.0,80680.0,133840.0,97450.0,72550.0,87990.0,66610.0,89860.0,88270.0,106500.0,129260.0,101150.0,121170.0,63550.0,81130.0,114850.0,114850.0,57580.0,114850.0,53070.0,210.0,40.0,450.00000000000006,240.0,12430.0,720.0,1160.0,164.0,310.0,2520.0,1420.0,40.0,291.0,2960.0,350.0,280.0,487.0,320.0,160.0,217.0,570.0,1850.0,1080.0,920.0,90.0,780.0,100.0,140.0,290.0,160.0,1840.0,60.0,8720.0,1675.0,30.0,1050.0,290.0,1040.0,1250.0,90.0,550.0,30.0,930.0,2480.0,290.0,80.0,670.0,650.0,30.0,730.0,95.0,23.0,80.0,11.0
"Review information about transfers of property to ensure its accuracy, checking basic information on buyers, sellers, and sales prices and making corrections as necessary.",review information about transfers of property to ensure its accuracy checking basic information on buyers sellers and sales prices and making corrections as necessary,Verify accuracy of records.,Evaluate the quality or accuracy of data.,Processing Information,Appraisers and Assessors of Real Estate,appraisers and assessors of real estate,13-2021.00,Appraisers and Assessors of Real Estate,13-2023,13-2023.00,Property Appraisers and Assessors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.867900000000001,False,1.2192307692307691,4.29,87.5,0.0875343915343915,0.1,E2,E2,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,28535.0,385.0,59.0,591.0,238.0,3320.0,524.0,309.0,88.0,128.0,1810.0,891.0,114.0,156.0,1112.0,584.0,284.0,262.0,365.0,353.0,117.0,504.0,663.0,803.0,538.0,212.0,535.0,93.0,187.0,283.0,125.0,781.0,159.0,1765.9999999999998,901.0,78.0,1012.0,311.0,358.99999999999994,1106.0,91.0,420.0,83.0,598.0,2565.0,316.0,55.0,749.0,647.0,128.0,536.0,51.0,12.0,171.0,6.0
"Review instructional content, methods, and student evaluations to assess strengths and weaknesses, and to develop recommendations for course revision, development, or elimination.",review instructional content methods and student evaluations to assess strengths and weaknesses and to develop recommendations for course revision development or elimination,Evaluate effectiveness of educational programs.,"Evaluate programs, practices, or processes.","Judging the Qualities of Objects, Services, or People",Adult Basic and Secondary Education and Literacy Teachers and Instructors,adult basic and secondary education and literacy teachers and instructors,25-3011.00,"Adult Basic Education, Adult Secondary Education, and English as a Second Language Instructors",25-3011,25-3011.00,"Adult Basic Education, Adult Secondary Education, and English as a Second Language Instructors",Other Teachers and Instructors,Educational Instruction and Library Occupations,2026-05-31,0.0056535632147517,4.127412741274127,False,0.6240973076923078,3.55,86.83,0.1911296447383757,0.4,E2,E2,61540.0,48870.0,61540.0,61750.0,43240.0,102030.0,51170.0,72180.0,78600.0,62940.0,58920.0,47540.0,44600.0,50040.0,62370.0,58660.0,48010.0,52030.0,44990.0,66870.0,58880.0,59950.0,62290.0,59900.0,76800.0,49900.0,51770.0,56500.0,49040.0,48930.0,64440.0,81100.0,49170.0,78010.0,51810.0,63820.0,47190.0,51840.0,65700.0,57230.0,57690.0,62940.0,35760.0,60340.0,49490.0,49680.0,62500.0,64540.0,69990.0,65050.0,64980.0,52060.0,61540.0,61540.0,61540.0,37310.0,470.0,78.0,570.0,230.0,1660.0,820.0,410.0,200.0,570.0,3670.000000000001,470.0,300.0,270.0,1970.0,650.0,370.0,160.0,350.0,100.0,330.0,450.00000000000006,1420.0,560.0,2880.0,240.0,620.0,110.0,130.0,40.0,50.0,1350.0,210.0,2810.0,3720.0,180.0,750.0,300.0,510.0,790.0,119.0,480.0,100.0,240.0,1830.0,60.0,70.0,700.0,1310.0,250.0,1050.0,100.0,16.0,224.0,8.0
"Review instructional content, methods, and student evaluations to assess strengths and weaknesses, and to develop recommendations for course revision, development, or elimination.",review instructional content methods and student evaluations to assess strengths and weaknesses and to develop recommendations for course revision development or elimination,Evaluate effectiveness of educational programs.,"Evaluate programs, practices, or processes.","Judging the Qualities of Objects, Services, or People",Self-Enrichment Education Teachers,selfenrichment education teachers,25-3021.00,Self-Enrichment Teachers,25-3021,25-3021.00,Self-Enrichment Teachers,Other Teachers and Instructors,Educational Instruction and Library Occupations,2026-05-31,0.0056535632147517,4.127412741274127,False,0.98709,3.66,96.13,0.5121402610622733,0.6,E2,E2,46800.0,38430.0,47710.0,44110.0,30810.0,49570.0,44710.0,55240.0,34730.0,66430.0,45830.0,52320.0,51960.0,36490.0,44230.0,36980.0,35670.0,41290.0,39990.0,37760.0,46720.0,51630.0,49430.0,40350.0,45660.0,38770.0,43090.0,45050.0,38240.0,47020.0,59880.0,53780.0,45890.0,57790.0,41710.0,35100.0,37360.0,38010.0,53790.0,41740.0,41960.0,39800.0,49720.0,38730.0,36140.0,43580.0,53190.0,49160.0,48020.0,45010.0,37820.0,46640.0,46800.0,36110.0,37590.0,332110.0,2130.0,190.0,2330.0,900.0,60260.0,9700.0,5080.0,260.0,600.0,11800.0,10030.0,1730.0,2190.0,15030.0,3710.0,2910.0,1070.0,1630.0,3030.0,1120.0,6570.0,11950.0,7190.0,9050.0,690.0,5010.0,1070.0,3360.0,1690.0,1820.0,13380.0,1840.0,31120.0,9320.0,470.0,8860.0,2710.0,5580.0,15270.0,1400.0,3430.0,140.0,3530.0,16680.0,5180.0,1190.0,8730.0,12890.0,540.0,5140.0,610.0,141.0,880.0,50.0
"Review invoices, work orders, consumption reports, or demand forecasts to estimate peak performance periods and to issue work assignments.",review invoices work orders consumption reports or demand forecasts to estimate peak performance periods and to issue work assignments,Analyze forecasting data to improve business decisions.,Analyze data to improve operations.,Analyzing Data or Information,"Transportation, Storage, and Distribution Managers",transportation storage and distribution managers,11-3071.00,"Transportation, Storage, and Distribution Managers",11-3071,11-3071.00,"Transportation, Storage, and Distribution Managers",Operations Specialties Managers,Management Occupations,2026-05-31,0.0113071264295034,4.966319165998396,False,0.7866851923076924,3.914615384615385,92.16576923076924,0.2333333333333333,0.761740879287175,E2,E2,107230.0,118320.0,103080.0,98750.0,89200.0,123780.0,132610.0,114210.0,145000.0,132180.0,101570.0,123330.0,101480.0,93920.0,120250.0,108720.0,99010.0,106130.0,100340.0,93650.0,102110.0,105180.0,123830.0,99100.0,118180.0,85770.0,102870.0,108180.0,97380.0,99860.0,129470.0,130610.0,101420.0,127180.0,106100.0,100720.0,101550.0,96830.0,103520.0,105240.0,117600.0,106860.0,107410.0,100740.0,100700.0,102180.0,101850.0,119140.0,136500.0,98230.0,95900.0,112310.0,83360.0,83560.0,56390.0,67132.0,759.0,140.0,2058.0,874.0,18539.0,1402.0,1463.0,188.0,370.0,4258.0,4067.0,504.0,631.0,6696.0,2543.0,1123.0,698.0,1420.0,1724.0,225.0,2155.0,2616.0,4966.0,2446.0,1463.0,2216.0,182.0,862.0,1366.0,322.0,5536.0,401.0,4091.0,4037.0,237.0,5755.0,1008.0,1736.0,5184.0,273.0,2100.0,225.0,2981.0,17428.0,1827.0,237.0,2052.0,1512.0,322.0,3284.0,79.0,91.0,498.0,24.0
"Review invoices, work orders, consumption reports, or demand forecasts to estimate peak performance periods and to issue work assignments.",review invoices work orders consumption reports or demand forecasts to estimate peak performance periods and to issue work assignments,Analyze data to inform operational decisions or activities.,Analyze data to improve operations.,Analyzing Data or Information,"Transportation, Storage, and Distribution Managers",transportation storage and distribution managers,11-3071.00,"Transportation, Storage, and Distribution Managers",11-3071,11-3071.00,"Transportation, Storage, and Distribution Managers",Operations Specialties Managers,Management Occupations,2026-05-31,0.0113071264295034,4.966319165998396,False,0.7866851923076924,3.914615384615385,92.16576923076924,0.2333333333333333,0.761740879287175,E2,E2,107230.0,118320.0,103080.0,98750.0,89200.0,123780.0,132610.0,114210.0,145000.0,132180.0,101570.0,123330.0,101480.0,93920.0,120250.0,108720.0,99010.0,106130.0,100340.0,93650.0,102110.0,105180.0,123830.0,99100.0,118180.0,85770.0,102870.0,108180.0,97380.0,99860.0,129470.0,130610.0,101420.0,127180.0,106100.0,100720.0,101550.0,96830.0,103520.0,105240.0,117600.0,106860.0,107410.0,100740.0,100700.0,102180.0,101850.0,119140.0,136500.0,98230.0,95900.0,112310.0,83360.0,83560.0,56390.0,67132.0,759.0,140.0,2058.0,874.0,18539.0,1402.0,1463.0,188.0,370.0,4258.0,4067.0,504.0,631.0,6696.0,2543.0,1123.0,698.0,1420.0,1724.0,225.0,2155.0,2616.0,4966.0,2446.0,1463.0,2216.0,182.0,862.0,1366.0,322.0,5536.0,401.0,4091.0,4037.0,237.0,5755.0,1008.0,1736.0,5184.0,273.0,2100.0,225.0,2981.0,17428.0,1827.0,237.0,2052.0,1512.0,322.0,3284.0,79.0,91.0,498.0,24.0
Review legal publications and perform database searches to identify laws and court decisions relevant to pending cases.,review legal publications and perform database searches to identify laws and court decisions relevant to pending cases,"Search files, databases or reference materials to obtain needed information.",Gather information from physical or electronic sources.,Getting Information,Legal Secretaries,legal secretaries,43-6012.00,Legal Secretaries and Administrative Assistants,43-6012,43-6012.00,Secretaries and Administrative Assistants,Secretaries and Administrative Assistants,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.479330510183504,False,0.8821888461538461,3.31,49.1,0.2784384625110672,0.6,E2,E2,55570.0,45950.0,61280.0,55120.0,41410.0,62860.0,59490.0,66220.0,66130.0,99280.0,48510.0,48460.0,49460.0,41880.0,52790.0,47740.0,46590.0,36620.0,39300.0,48050.0,48040.0,61440.0,62120.0,56870.0,63180.0,45140.0,38560.0,55570.0,45800.0,56470.0,51830.0,63080.0,57800.0,72230.0,43720.0,53540.0,51080.0,45950.0,59610.0,51430.0,63020.0,52840.0,47790.0,45340.0,45940.0,52860.0,49090.0,55320.0,58360.0,46960.0,55410.0,46960.0,46430.0,31000.0,55570.0,156280.0,1840.0,660.0,2600.0,610.0,27470.0,2030.0,1090.0,980.0,1940.0,10920.0,3260.0,680.0,420.0,8030.0,2670.0,1120.0,1600.0,2810.0,2460.0,860.0,1670.0,4020.0,3580.0,2410.0,820.0,3310.0,730.0,1310.0,1430.0,300.0,4160.0,1400.0,9800.0,3780.0,360.0,4360.0,1290.0,1590.0,6230.0,390.0,2280.0,560.0,2980.0,13380.0,940.0,303.0,2380.0,3950.0,1200.0,1210.0,280.0,50.0,2530.0,32.0
Review loss prevention exception reports and cash discrepancies to ensure adherence to guidelines.,review loss prevention exception reports and cash discrepancies to ensure adherence to guidelines,Examine financial records to ensure compliance with policies or regulations.,"Examine financial activities, operations, or systems.",Evaluating Information to Determine Compliance with Standards,Loss Prevention Managers,loss prevention managers,11-9199.08,Loss Prevention Managers,11-9199,11-9199.08,Miscellaneous Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.8561000000000005,False,0.94462,4.28,81.82,0.0705186564007106,0.1,E2,E2,141900.0,135890.0,127950.0,129870.0,87520.0,174560.0,171140.0,162690.0,168060.0,175720.0,108890.0,125000.0,130000.0,131550.0,140240.0,79900.0,128080.0,131710.0,122930.0,103140.0,115920.0,159040.0,182950.0,134260.0,152600.0,101570.0,125760.0,110470.0,116430.0,112040.0,145630.0,161510.0,123550.0,167200.0,141160.0,126440.0,129940.0,131870.0,125580.0,131600.0,165900.0,129960.0,119470.0,99430.0,134390.0,134890.0,125440.0,166230.0,164160.0,124940.0,107050.0,113420.0,104010.0,82250.0,95530.0,185188.0,2345.0,2072.0,10167.0,6774.0,118556.0,16739.0,8727.0,1524.0,22109.0,45027.0,41289.0,743.0,1464.0,37717.0,8322.0,4286.0,3203.0,2845.0,15739.0,2214.0,20870.0,12656.0,11167.0,4953.0,1143.0,13596.0,1905.0,3143.0,10846.0,1583.0,36038.0,4488.0,21990.0,25990.0,2429.0,8763.0,1595.0,9143.0,24014.0,941.0,2631.0,679.0,20847.0,73112.0,10941.0,1262.0,25668.0,12489.0,4334.0,16954.0,1012.0,214.0,6608.0,167.0
Review manuscripts for publication in books and professional journals.,review manuscripts for publication in books and professional journals,Evaluate scholarly materials.,Evaluate scholarly work.,"Judging the Qualities of Objects, Services, or People","Anthropology and Archeology Teachers, Postsecondary",anthropology and archeology teachers postsecondary,25-1061.00,"Anthropology and Archeology Teachers, Postsecondary",25-1061,25-1061.00,"Social Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0226142528590069,4.422168626268717,False,0.0538615384615384,3.45,100.0,0.0284963201296428,1.116221839874025,E2,E1,99650.0,99650.0,101700.0,80720.0,99650.0,128370.0,78780.0,112860.0,99650.0,106470.0,76460.0,99650.0,99650.0,99650.0,84790.0,85460.0,86390.0,99650.0,102140.0,99650.0,85900.0,104770.0,107390.0,104890.0,97660.0,99650.0,130500.0,99650.0,99650.0,99650.0,99650.0,82910.0,104510.0,99500.0,64380.0,99650.0,76440.0,99650.0,103110.0,100880.0,99650.0,80370.0,99650.0,98160.0,102060.0,78720.0,99650.0,94260.0,86160.0,99650.0,77750.0,99650.0,99650.0,99650.0,99650.0,5240.0,71.0,40.0,100.0,44.0,630.0,170.0,100.0,16.0,50.0,60.0,164.0,21.0,29.0,180.0,110.0,40.0,48.0,60.0,65.0,40.0,70.0,250.0,170.0,90.0,39.0,160.0,17.0,34.0,52.0,23.0,190.0,40.0,670.0,250.0,14.0,180.0,57.0,140.0,140.0,17.0,40.0,15.0,80.0,280.0,60.0,10.0,230.0,140.0,23.0,90.0,9.0,2.0,31.0,1.0
Review offering documents or marketing materials to ensure regulatory compliance.,review offering documents or marketing materials to ensure regulatory compliance,Examine marketing materials to ensure compliance with policies or regulations.,Examine materials or documentation for accuracy or compliance.,Evaluating Information to Determine Compliance with Standards,Investment Fund Managers,investment fund managers,11-9199.03,Investment Fund Managers,11-3031,11-3031.03,Financial Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.4231,False,0.5177223076923076,3.58,58.5,0.0315305037839574,0.1,E2,E2,166570.0,140500.0,127030.0,139830.0,116570.0,180770.0,182690.0,174830.0,181580.0,188880.0,153280.0,166790.0,134210.0,127210.0,165880.0,135840.0,133320.0,159380.0,130650.0,126800.0,133610.0,158750.0,206760.0,139370.0,163410.0,111390.0,143460.0,131060.0,140360.0,132490.0,144730.0,199110.0,133700.0,219880.0,166780.0,135890.0,140870.0,132460.0,156460.0,145610.0,166940.0,136160.0,159700.0,141010.0,164860.0,150450.0,128690.0,185220.0,174840.0,113140.0,139720.0,124910.0,80390.0,90660.0,94990.0,527667.0,7200.000000000001,3799.0,28022.0,13391.0,175488.0,20011.0,37689.0,5285.0,16795.0,91985.0,40228.0,7128.0,5868.0,99150.0,23622.0,17171.0,9761.0,12469.0,13297.0,5868.0,37181.0,49180.0,42297.0,31370.0,6526.0,25070.0,2840.0,10588.0,15215.0,8143.0,32510.000000000004,4758.0,151979.0,42240.0,4025.0,51456.0,12544.0,14312.0,60521.0,4833.0,16964.0,1881.0,33157.0,135166.0,16663.0,3366.0,39213.0,24317.0,4909.0,29207.0,1373.0,715.0,7147.0,320.0
Review operational records and reports to project sales and determine profitability.,review operational records and reports to project sales and determine profitability,Analyze financial records or reports to determine state of operations.,Analyze business or financial data.,Analyzing Data or Information,Sales Managers,sales managers,11-2022.00,Sales Managers,11-2022,11-2022.00,Marketing and Sales Managers,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",Management Occupations,2026-05-31,0.1130712642950345,4.913853904282116,False,0.2094230769230769,4.21,95.24,0.0830275276909599,0.6,E2,E2,148270.0,124040.0,98860.0,145690.0,108330.0,134910.0,180850.0,162110.0,148270.0,141800.0,131900.0,159890.0,116340.0,135350.0,155280.0,131470.0,134010.0,159990.0,128650.0,110700.0,158660.0,137150.0,191200.0,136870.0,151670.0,108750.0,115370.0,117390.0,126990.0,109790.0,141900.0,173020.0,114080.0,217640.0,150470.0,119990.0,135510.0,128920.0,155810.0,130610.0,154970.0,131080.0,136360.0,128040.0,136020.0,136520.0,138650.0,191130.0,174000.0,94830.0,134870.0,129840.0,60740.0,78960.0,107740.0,637080.0,4670.0,850.0,13870.0,3710.0,112440.0,8780.0,8560.0,1973.0,1930.0,46480.0,17690.0,1710.0,2490.0,32240.0,9700.0,3260.0,6820.0,6650.0,4360.0,2607.0,11245.0,15010.0,17950.0,11240.0,1870.0,7630.0,1200.0,3000.0,5770.0,2820.0,20090.0,1750.0,38510.0,16920.0,550.0,22840.0,3250.0,5260.0,20460.0,1120.0,9340.0,450.0,12270.0,76010.0,8990.0,930.0,9670.0,10030.0,1110.0,10480.0,300.0,220.0,2180.0,40.0
"Review or approve designs, calculations, or cost estimates.",review or approve designs calculations or cost estimates,Evaluate designs or specifications to ensure quality.,"Evaluate designs, specifications, or other technical data.",Analyzing Data or Information,Robotics Engineers,robotics engineers,17-2199.08,Robotics Engineers,17-2199,17-2199.08,Miscellaneous Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0113071264295034,4.2759,False,0.5260392307692308,4.11,96.67,0.1639206083464865,0.4,E2,E1,122930.0,152550.0,142390.0,102280.0,76940.0,130850.0,132590.0,124110.0,103580.0,151920.0,105410.0,112260.0,122800.0,130970.0,111930.0,120880.0,103090.0,76100.0,99830.0,99070.0,120430.0,129770.0,131260.0,121000.0,108850.0,111030.0,102980.0,97470.0,88490.0,103780.0,128130.0,132450.0,162070.0,117600.0,112450.0,100250.0,120470.0,119810.0,123220.0,108950.0,117080.0,110490.0,112260.0,96640.0,115810.0,110320.0,126550.0,148160.0,134570.0,118800.0,110360.0,113050.0,100010.0,81370.0,122930.0,25497.0,4008.0,232.0,1993.0,950.0,33143.0,2942.0,2815.0,79.0,4124.0,9963.0,4773.0,1274.0,649.0,2919.0,1784.0,1274.0,904.0,579.0,7310.0,683.0,8503.0,3302.0,8920.0,1494.0,556.0,2143.0,278.0,348.0,1008.0,707.0,5259.0,2537.0,6673.0,4947.0,255.0,8109.0,996.0,2352.0,3765.0,440.0,1483.0,127.0,5097.0,12534.0,2027.0,452.0,5862.0,4147.0,765.0,799.0,127.0,93.0,1031.0,6.0
"Review or update Web page content or links in a timely manner, using appropriate tools.",review or update web page content or links in a timely manner using appropriate tools,Update website content.,Process digital or online data.,Working with Computers,Web Administrators,web administrators,15-1199.03,Web Administrators,15-1299,15-1299.01,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.124378390724538,4.597045132564259,False,2.0835,3.89,95.0,0.1643917496454093,0.1,E1,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,187608.0,6800.0,1836.0,5510.000000000001,2896.0,207228.0,30509.0,8015.0,859.9999999999999,44471.0,13710.0,53339.0,5378.0,2689.0,28854.0,8636.0,9954.0,3465.0,1850.0,12979.0,899.9999999999999,49280.0,15953.0,19236.0,10807.0,3749.0,14340.0,1396.0,5895.0,6748.0,2508.0,31052.0,4266.0,11459.999999999998,39015.0,1887.0,6149.999999999999,8584.0,6334.0,14580.000000000002,2146.0,11118.0,240.0,28260.0,147425.0,17271.0,3413.0,43954.0,37128.0,8739.0,12100.0,440.0,724.0,2275.0,103.0
Review papers for colleagues and scientific journals.,review papers for colleagues and scientific journals,Evaluate scholarly materials.,Evaluate scholarly work.,"Judging the Qualities of Objects, Services, or People","Forestry and Conservation Science Teachers, Postsecondary",forestry and conservation science teachers postsecondary,25-1043.00,"Forestry and Conservation Science Teachers, Postsecondary",25-1043,25-1043.00,"Life Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0226142528590069,4.449655034496551,False,0.0850588461538461,3.13,82.14,0.0374049302729272,1.0,E2,E1,101420.0,80380.0,101420.0,115730.0,101420.0,61730.0,101420.0,101420.0,101420.0,101420.0,101420.0,94310.0,101420.0,101420.0,101420.0,102330.0,101420.0,101420.0,101420.0,101420.0,82280.0,101420.0,101420.0,138130.0,82670.0,101420.0,79820.0,104220.0,101420.0,101420.0,101420.0,101420.0,101420.0,101420.0,108430.0,101420.0,101420.0,101420.0,126930.0,101420.0,101420.0,101420.0,101420.0,101420.0,101420.0,101420.0,101420.0,132820.0,104490.0,84450.0,98410.0,101420.0,101420.0,101420.0,101420.0,1520.0,80.0,3.0,60.0,13.0,110.0,28.0,16.0,5.0,7.0,96.0,40.0,6.0,8.0,59.0,40.0,15.0,14.0,19.0,19.0,50.0,27.0,35.0,60.0,180.0,11.0,70.0,60.0,10.0,15.0,7.0,42.0,8.0,94.0,90.0,4.0,54.0,17.0,210.0,59.0,5.0,22.0,4.0,32.0,137.0,17.0,3.0,60.0,40.0,40.0,40.0,3.0,1.0,9.0,0.0
Review papers for publication in journals.,review papers for publication in journals,Evaluate scholarly materials.,Evaluate scholarly work.,"Judging the Qualities of Objects, Services, or People","Biological Science Teachers, Postsecondary",biological science teachers postsecondary,25-1042.00,"Biological Science Teachers, Postsecondary",25-1042,25-1042.00,"Life Sciences Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0113071264295034,4.708354227259052,False,0.0808676923076923,3.24,76.55,0.0493858268762159,1.3,E2,E1,84620.0,77540.0,84620.0,83030.0,77670.0,129150.0,98680.0,96470.0,101380.0,96830.0,57140.0,88020.0,84620.0,81620.0,99060.0,83130.0,78060.0,81300.0,70630.0,79010.0,84080.0,83500.0,105050.0,103620.0,96880.0,66830.0,80970.0,100480.0,81190.0,85040.0,102410.0,79540.0,98820.0,98180.0,77700.0,90740.0,79600.0,65960.0,100820.0,85970.0,102300.0,82300.0,76570.0,78940.0,82470.0,81580.0,82230.0,79190.0,97280.0,67190.0,78920.0,82930.0,84620.0,84590.0,84620.0,50190.0,1160.0,104.0,1039.0,430.0,3610.0,810.0,870.0,130.0,350.0,2020.0,980.0,201.0,220.0,2340.0,1100.0,540.0,430.0,470.0,390.0,270.0,970.0,2060.0,1460.0,780.0,580.0,1060.0,110.0,500.0,350.0,170.0,1570.0,150.0,3870.0,1960.0,170.0,1350.0,470.0,800.0,2410.0,250.0,750.0,160.0,830.0,3840.0,300.0,170.0,1760.0,960.0,220.0,950.0,160.0,21.0,340.0,10.0
Review physician's referral and patient's medical records to help determine diagnosis and physical therapy treatment required.,review physicians referral and patients medical records to help determine diagnosis and physical therapy treatment required,Analyze patient data to determine patient needs or treatment goals.,Analyze health or medical data.,Analyzing Data or Information,Physical Therapists,physical therapists,29-1123.00,Physical Therapists,29-1123,29-1123.00,Therapists,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,5.0,False,2.68058,4.6,100.0,0.2082177743143917,0.1,E2,E2,102760.0,97290.0,115280.0,103220.0,99010.0,124190.0,102030.0,104360.0,102050.0,101640.0,101040.0,102700.0,101700.0,99000.0,105250.0,101560.0,97560.0,98290.0,100710.0,98530.0,99720.0,106890.0,103790.0,100900.0,102010.0,99990.0,99310.0,91450.0,97090.0,111250.0,99850.0,112140.0,106880.0,100660.0,99910.0,85330.0,103050.0,98590.0,103510.0,101380.0,99400.0,101330.0,92660.0,100140.0,105810.0,99880.0,97970.0,101450.0,105950.0,96600.0,101840.0,100400.0,102760.0,60250.0,102760.0,267330.0,3040.0,680.0,5170.0,2680.0,26580.0,5630.0,4060.0,1260.0,610.0,16290.0,6780.0,950.0,1030.0,9800.0,6130.0,2530.0,2660.0,3390.0,3280.0,1860.0,3940.0,6850.0,8630.0,5180.0,1980.0,4900.0,1180.0,2140.0,2030.0,1960.0,9750.0,1330.0,20940.0,7350.0,830.0,10280.0,2560.0,3210.0,11710.0,1020.0,3930.0,1060.0,4800.0,21870.0,2300.0,760.0,7630.0,5370.0,1310.0,5580.0,560.0,114.0,570.0,55.0
Review plans and confer with research or support staff to develop new products or processes.,review plans and confer with research or support staff to develop new products or processes,Develop specifications for new products or processes.,Develop technical specifications for products or operations.,Thinking Creatively,Industrial Production Managers,industrial production managers,11-3051.00,Industrial Production Managers,11-3051,11-3051.00,Industrial Production Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.000105552037155,False,0.5230969230769231,3.57,78.31,1.4525297868435123,7.0,E1,E2,126060.0,122520.0,113280.0,124810.0,118120.0,132620.0,141020.0,134780.0,153000.0,124420.0,119870.0,127820.0,124650.0,107340.0,127270.0,121500.0,106510.0,125750.0,112250.0,133210.0,124810.0,132540.0,148050.0,120660.0,123580.0,118660.0,117660.0,120690.0,107200.0,112270.0,146590.0,147260.0,124670.0,130470.0,125940.0,116050.0,109340.0,120570.0,119420.0,109140.0,124120.0,126880.0,107490.0,119430.0,130890.0,115290.0,114150.0,128230.0,145210.0,111760.0,126060.0,151490.0,100470.0,129740.0,126060.0,82561.0,3641.0,412.0,3651.0,2575.0,25276.0,1740.0,3380.0,372.0,50.0,9535.0,5542.0,131.0,1217.0,11637.0,9455.0,3641.0,2434.0,6467.0,2696.0,805.0,2494.0,4496.0,14403.0,5110.0,2303.0,4134.0,272.0,2173.0,1629.0,1549.0,6819.0,674.0,6669.0,9696.0,493.0,14373.0,2152.0,3168.0,10259.0,945.0,6427.0,724.0,6347.0,21323.0,2605.0,483.0,2585.0,4788.0,1006.0,1551.0,392.0,40.0,1056.0,17.0
Review plans and confer with research or support staff to develop new products or processes.,review plans and confer with research or support staff to develop new products or processes,Confer with organizational members to accomplish work activities.,Communicate with others about operational plans or activities.,"Communicating with Supervisors, Peers, or Subordinates",Industrial Production Managers,industrial production managers,11-3051.00,Industrial Production Managers,11-3051,11-3051.00,Industrial Production Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0030529241359659,4.000105552037155,False,0.5230969230769231,3.57,78.31,1.4525297868435123,7.0,E1,E2,126060.0,122520.0,113280.0,124810.0,118120.0,132620.0,141020.0,134780.0,153000.0,124420.0,119870.0,127820.0,124650.0,107340.0,127270.0,121500.0,106510.0,125750.0,112250.0,133210.0,124810.0,132540.0,148050.0,120660.0,123580.0,118660.0,117660.0,120690.0,107200.0,112270.0,146590.0,147260.0,124670.0,130470.0,125940.0,116050.0,109340.0,120570.0,119420.0,109140.0,124120.0,126880.0,107490.0,119430.0,130890.0,115290.0,114150.0,128230.0,145210.0,111760.0,126060.0,151490.0,100470.0,129740.0,126060.0,82561.0,3641.0,412.0,3651.0,2575.0,25276.0,1740.0,3380.0,372.0,50.0,9535.0,5542.0,131.0,1217.0,11637.0,9455.0,3641.0,2434.0,6467.0,2696.0,805.0,2494.0,4496.0,14403.0,5110.0,2303.0,4134.0,272.0,2173.0,1629.0,1549.0,6819.0,674.0,6669.0,9696.0,493.0,14373.0,2152.0,3168.0,10259.0,945.0,6427.0,724.0,6347.0,21323.0,2605.0,483.0,2585.0,4788.0,1006.0,1551.0,392.0,40.0,1056.0,17.0
"Review processing schedules or production orders to make decisions concerning inventory requirements, staffing requirements, work procedures, or duty assignments, considering budgetary limitations and time constraints.",review processing schedules or production orders to make decisions concerning inventory requirements staffing requirements work procedures or duty assignments considering budgetary limitations and time constraints,Analyze data to inform operational decisions or activities.,Analyze data to improve operations.,Analyzing Data or Information,Industrial Production Managers,industrial production managers,11-3051.00,Industrial Production Managers,11-3051,11-3051.00,Industrial Production Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0339213792885103,4.893870544279511,False,1.5295030769230769,3.99,96.31,0.075826146963109,0.1,E2,E2,126060.0,122520.0,113280.0,124810.0,118120.0,132620.0,141020.0,134780.0,153000.0,124420.0,119870.0,127820.0,124650.0,107340.0,127270.0,121500.0,106510.0,125750.0,112250.0,133210.0,124810.0,132540.0,148050.0,120660.0,123580.0,118660.0,117660.0,120690.0,107200.0,112270.0,146590.0,147260.0,124670.0,130470.0,125940.0,116050.0,109340.0,120570.0,119420.0,109140.0,124120.0,126880.0,107490.0,119430.0,130890.0,115290.0,114150.0,128230.0,145210.0,111760.0,126060.0,151490.0,100470.0,129740.0,126060.0,82561.0,3641.0,412.0,3651.0,2575.0,25276.0,1740.0,3380.0,372.0,50.0,9535.0,5542.0,131.0,1217.0,11637.0,9455.0,3641.0,2434.0,6467.0,2696.0,805.0,2494.0,4496.0,14403.0,5110.0,2303.0,4134.0,272.0,2173.0,1629.0,1549.0,6819.0,674.0,6669.0,9696.0,493.0,14373.0,2152.0,3168.0,10259.0,945.0,6427.0,724.0,6347.0,21323.0,2605.0,483.0,2585.0,4788.0,1006.0,1551.0,392.0,40.0,1056.0,17.0
Review product designs for manufacturability or completeness.,review product designs for manufacturability or completeness,Evaluate designs or specifications to ensure quality.,"Evaluate designs, specifications, or other technical data.",Analyzing Data or Information,Manufacturing Engineers,manufacturing engineers,17-2199.04,Manufacturing Engineers,17-2112,17-2112.03,"Industrial Engineers, Including Health and Safety",Engineers,Architecture and Engineering Occupations,2026-05-31,0.0113071264295034,4.647664766476647,False,0.3224469230769231,3.92,100.0,0.0712287142857142,0.3,E2,E2,102440.0,99880.0,156510.0,108280.0,98410.0,124600.0,109750.0,104160.0,120190.0,103300.0,101610.0,100100.0,123800.0,100840.0,100540.0,97480.0,97690.0,99830.0,96820.0,122920.0,101030.0,119930.0,109420.0,101680.0,102660.0,95830.0,99290.0,104430.0,98170.0,102090.0,101310.0,103840.0,128090.0,102640.0,99310.0,96940.0,100060.0,97510.0,128290.0,99560.0,109350.0,101060.0,93200.0,99080.0,104560.0,103940.0,103010.0,102550.0,129050.0,108360.0,96980.0,122070.0,102440.0,81820.0,102440.0,63713.0,5331.0,153.0,5240.0,1192.0,22772.0,3623.0,4195.0,571.0,111.0,9790.0,6229.0,35.0,927.0,12989.0,8139.0,2509.0,2404.0,4230.0,1192.0,718.0,2718.0,7992.0,21594.0,12250.0,1707.0,3533.0,272.0,808.0,1094.0,1352.0,4787.0,794.0,8229.0,8069.0,418.0,16361.0,1512.0,4048.0,9184.0,690.0,5547.0,578.0,5184.0,21587.0,3846.0,307.0,3888.0,4271.0,592.0,9107.0,167.0,27.0,1916.0,13.0
"Review product promotional materials, labeling, batch records, specification sheets, or test methods for compliance with applicable regulations and policies.",review product promotional materials labeling batch records specification sheets or test methods for compliance with applicable regulations and policies,Examine product information to ensure compliance with regulations.,Examine materials or documentation for accuracy or compliance.,Evaluating Information to Determine Compliance with Standards,Regulatory Affairs Specialists,regulatory affairs specialists,13-1041.07,Regulatory Affairs Specialists,13-1041,13-1041.07,Compliance Officers,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.805019498050195,False,0.9459330769230768,4.32,95.0,0.3507134844286002,0.5,E1,E2,80730.0,72990.0,76430.0,74920.0,64680.0,96980.0,82450.0,91810.0,91050.0,111030.0,74920.0,70200.0,82590.0,75450.0,80550.0,78770.0,75620.0,69740.0,69240.0,70290.0,83740.0,84720.0,102060.0,77390.0,85920.0,67450.0,67270.0,66660.0,73920.0,78290.0,82800.0,100000.0,67990.0,90080.0,78500.0,79440.0,75030.0,63000.0,82990.0,85580.0,87620.0,75460.0,72630.0,63960.0,75370.0,67370.0,90420.0,80380.0,88790.0,64270.0,78800.0,79890.0,71930.0,48950.0,67990.0,113754.0,6169.0,920.0,20341.0,5106.0,81627.0,12666.0,3610.0,3518.0,7168.0,48570.0,23549.0,2078.0,2717.0,17428.0,8379.0,5989.0,5826.0,7135.0,6497.0,2929.0,16528.0,21585.0,15907.0,10048.0,2815.0,11455.0,2422.0,5679.0,7200.0,2831.0,21781.0,3928.0,38457.0,18525.0,990.0,18394.0,6922.0,8771.0,32419.0,970.0,7790.0,1849.0,7990.0,70205.0,6153.0,3207.0,24858.0,18214.0,2815.0,9344.0,949.0,425.0,8952.0,230.0
"Review project activities and prepare and review research, testing, or operational reports.",review project activities and prepare and review research testing or operational reports,Analyze data to inform operational decisions or activities.,Analyze data to improve operations.,Analyzing Data or Information,Natural Sciences Managers,natural sciences managers,11-9121.00,Natural Sciences Managers,11-9121,11-9121.00,Natural Sciences Managers,Other Management Occupations,Management Occupations,2026-05-31,0.2148354021605657,4.970885564092196,False,0.9113446153846152,4.09,100.0,0.2884486946778712,0.4,E2,E2,167220.0,133470.0,130590.0,124920.0,119430.0,210230.0,152730.0,210670.0,167220.0,156730.0,112220.0,167220.0,107810.0,124800.0,159670.0,108250.0,109760.0,153820.0,126440.0,115950.0,141360.0,168620.0,267290.0,129070.0,136450.0,119430.0,129410.0,119430.0,120620.0,112260.0,134010.0,207030.0,167220.0,134680.0,173870.0,131370.0,137170.0,112260.0,143120.0,137900.0,130480.0,131140.0,128140.0,124530.0,129960.0,119430.0,131290.0,150570.0,182480.0,138010.0,128890.0,109300.0,167220.0,119430.0,167220.0,42404.0,289.0,554.0,702.0,265.0,11665.0,1280.0,929.0,343.0,1202.0,3410.0,1324.0,398.0,476.0,2193.0,1303.0,476.0,187.0,312.0,524.0,336.0,3761.0,8263.0,1732.0,1194.0,164.0,960.0,289.0,429.0,250.0,187.0,7834.0,312.0,4440.0,4689.0,109.0,1217.0,242.0,1326.0,6227.0,156.0,609.0,140.0,687.0,5829.0,471.0,226.0,1147.0,1943.0,125.0,835.0,117.0,18.0,70.0,9.0
"Review project activities and prepare and review research, testing, or operational reports.",review project activities and prepare and review research testing or operational reports,Prepare operational progress or status reports.,Prepare reports of operational or procedural activities.,Documenting/Recording Information,Natural Sciences Managers,natural sciences managers,11-9121.00,Natural Sciences Managers,11-9121,11-9121.00,Natural Sciences Managers,Other Management Occupations,Management Occupations,2026-05-31,0.2148354021605657,4.970885564092196,False,0.9113446153846152,4.09,100.0,0.2884486946778712,0.4,E2,E2,167220.0,133470.0,130590.0,124920.0,119430.0,210230.0,152730.0,210670.0,167220.0,156730.0,112220.0,167220.0,107810.0,124800.0,159670.0,108250.0,109760.0,153820.0,126440.0,115950.0,141360.0,168620.0,267290.0,129070.0,136450.0,119430.0,129410.0,119430.0,120620.0,112260.0,134010.0,207030.0,167220.0,134680.0,173870.0,131370.0,137170.0,112260.0,143120.0,137900.0,130480.0,131140.0,128140.0,124530.0,129960.0,119430.0,131290.0,150570.0,182480.0,138010.0,128890.0,109300.0,167220.0,119430.0,167220.0,42404.0,289.0,554.0,702.0,265.0,11665.0,1280.0,929.0,343.0,1202.0,3410.0,1324.0,398.0,476.0,2193.0,1303.0,476.0,187.0,312.0,524.0,336.0,3761.0,8263.0,1732.0,1194.0,164.0,960.0,289.0,429.0,250.0,187.0,7834.0,312.0,4440.0,4689.0,109.0,1217.0,242.0,1326.0,6227.0,156.0,609.0,140.0,687.0,5829.0,471.0,226.0,1147.0,1943.0,125.0,835.0,117.0,18.0,70.0,9.0
"Review published materials and recommend revisions or changes in scope, format, content, and methods of reproduction and binding.",review published materials and recommend revisions or changes in scope format content and methods of reproduction and binding,Edit written materials.,Edit written materials or documents.,Making Decisions and Solving Problems,Technical Writers,technical writers,27-3042.00,Technical Writers,27-3042,27-3042.00,Writers and Editors,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.116443262048501,False,1.0269646153846153,3.65,85.97,0.1474569459843483,0.2,E1,E1,90390.0,85840.0,83200.0,79780.0,61180.0,104000.0,100610.0,101870.0,90370.0,117810.0,86240.0,73070.0,90390.0,90390.0,88700.0,75510.0,66520.0,73550.0,81070.0,63790.0,90390.0,100990.0,109200.0,85270.0,83270.0,65220.0,80840.0,75070.0,90390.0,88750.0,96300.0,122320.0,94970.0,98310.0,86320.0,72990.0,76480.0,69760.0,84000.0,87620.0,102360.0,82540.0,63350.0,79550.0,82750.0,80270.0,87860.0,93600.0,104070.0,90390.0,80030.0,90390.0,90390.0,46950.0,90390.0,45500.0,630.0,130.0,730.0,150.0,5280.0,1320.0,770.0,80.0,440.0,2550.0,1680.0,30.0,430.0,1040.0,540.0,640.0,480.0,340.0,320.0,310.0,1780.0,1850.0,970.0,910.0,70.0,500.0,160.0,190.0,230.0,230.0,1550.0,420.0,1610.0,2860.0,70.0,1350.0,600.0,590.0,1330.0,150.0,700.0,70.0,480.0,3340.0,570.0,60.0,2280.0,1620.0,130.0,910.0,30.0,19.0,60.0,9.0
Review purchase order claims and contracts for conformance to company policy.,review purchase order claims and contracts for conformance to company policy,Examine financial records to ensure compliance with policies or regulations.,"Examine financial activities, operations, or systems.",Evaluating Information to Determine Compliance with Standards,Purchasing Managers,purchasing managers,11-3061.00,Purchasing Managers,11-3061,11-3061.00,Purchasing Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0113071264295034,4.916129032258065,False,0.6833615384615385,4.18,89.47,0.1872047467876444,0.4,E2,E1,148080.0,130710.0,114650.0,138940.0,156450.0,159830.0,171250.0,138680.0,148080.0,175720.0,133410.0,155360.0,113490.0,136970.0,153370.0,126880.0,121580.0,159850.0,124350.0,109630.0,135970.0,161470.0,170750.0,142120.0,144810.0,122940.0,132100.0,123480.0,124010.0,120270.0,162900.0,174520.0,134790.0,166300.0,138710.0,130110.0,134580.0,119310.0,137190.0,141790.0,134560.0,131720.0,128670.0,137060.0,134670.0,125940.0,135720.0,166230.0,162730.0,147220.0,124990.0,123380.0,80290.0,89600.0,148080.0,84320.0,1520.0,140.0,1630.0,930.0,7470.0,1320.0,1420.0,150.0,1110.0,3960.0,3430.0,220.0,270.0,4160.0,1190.0,610.0,920.0,920.0,470.0,170.0,2380.0,2160.0,2780.0,1340.0,320.0,960.0,160.0,440.0,450.0,540.0,3430.0,240.0,6930.0,2670.0,50.0,3490.0,480.0,980.0,2530.0,220.0,830.0,70.0,1460.0,9640.0,510.0,90.0,3540.0,1770.0,180.0,1610.0,40.0,40.0,280.0,17.0
Review quality documentation necessary for regulatory submissions and inspections.,review quality documentation necessary for regulatory submissions and inspections,Review documents or materials for compliance with policies or regulations.,Examine materials or documentation for accuracy or compliance.,Evaluating Information to Determine Compliance with Standards,Quality Control Systems Managers,quality control systems managers,11-3051.01,Quality Control Systems Managers,11-3051,11-3051.01,Industrial Production Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.2261425285900691,4.642690945877592,False,1.0502103846153843,4.24,98.78,0.4689135909279234,0.6,E2,E2,126060.0,122520.0,113280.0,124810.0,118120.0,132620.0,141020.0,134780.0,153000.0,124420.0,119870.0,127820.0,124650.0,107340.0,127270.0,121500.0,106510.0,125750.0,112250.0,133210.0,124810.0,132540.0,148050.0,120660.0,123580.0,118660.0,117660.0,120690.0,107200.0,112270.0,146590.0,147260.0,124670.0,130470.0,125940.0,116050.0,109340.0,120570.0,119420.0,109140.0,124120.0,126880.0,107490.0,119430.0,130890.0,115290.0,114150.0,128230.0,145210.0,111760.0,126060.0,151490.0,100470.0,129740.0,126060.0,72122.0,3181.0,360.0,3189.0,2249.0,22080.0,1520.0,2952.0,325.0,44.0,8330.0,4841.0,114.0,1063.0,10166.0,8259.0,3181.0,2126.0,5650.0,2355.0,703.0,2179.0,3928.0,12582.0,4463.0,2012.0,3611.0,237.0,1898.0,1423.0,1353.0,5957.0,589.0,5825.0,8470.0,431.0,12556.0,1880.0,2768.0,8962.0,826.0,5615.0,633.0,5544.0,18627.0,2276.0,422.0,2258.0,4182.0,879.0,1355.0,343.0,35.0,923.0,15.0
"Review records or reports for clarity and completeness and maintain records or reports, as required under federal law.",review records or reports for clarity and completeness and maintain records or reports as required under federal law,Review documents or materials for compliance with policies or regulations.,Examine materials or documentation for accuracy or compliance.,Evaluating Information to Determine Compliance with Standards,Air Traffic Controllers,air traffic controllers,53-2021.00,Air Traffic Controllers,53-2021,53-2021.00,Air Traffic Controllers and Airfield Operations Specialists,Air Transportation Workers,Transportation and Material Moving Occupations,2026-05-31,0.2600639078785795,4.82352340077662,False,1.9401242307692308,3.81,68.95,0.5848518676343688,0.6847252201565619,E2,E1,148080.0,114960.0,123950.0,136800.0,109760.0,160080.0,177380.0,140940.0,148080.0,47760.0,147530.0,178420.0,158700.0,148080.0,181560.0,158810.0,90790.0,159700.0,127800.0,99810.0,107270.0,131290.0,125060.0,118930.0,176840.0,88110.0,122200.0,101380.0,111710.0,140920.0,148080.0,132230.0,148550.0,144960.0,129230.0,107990.0,148080.0,123220.0,148080.0,132350.0,126300.0,112030.0,148080.0,157330.0,170080.0,158310.0,109140.0,191820.0,162570.0,148080.0,148080.0,93580.0,82830.0,125780.0,148080.0,22510.0,240.0,490.0,380.0,80.0,2290.0,740.0,244.0,70.0,820.0,1950.0,970.0,210.0,123.0,990.0,630.0,120.0,430.0,230.0,230.0,70.0,70.0,120.0,360.0,680.0,160.0,260.0,60.0,70.0,210.0,98.0,190.0,350.0,1150.0,410.0,100.0,798.0,270.0,283.0,460.0,50.0,190.0,66.0,590.0,2060.0,360.0,30.0,1120.0,620.0,101.0,423.0,40.0,40.0,110.0,5.0
"Review records or reports for clarity and completeness and maintain records or reports, as required under federal law.",review records or reports for clarity and completeness and maintain records or reports as required under federal law,Record operational details of travel.,Maintain operational records.,Documenting/Recording Information,Air Traffic Controllers,air traffic controllers,53-2021.00,Air Traffic Controllers,53-2021,53-2021.00,Air Traffic Controllers and Airfield Operations Specialists,Air Transportation Workers,Transportation and Material Moving Occupations,2026-05-31,0.2600639078785795,4.82352340077662,False,1.9401242307692308,3.81,68.95,0.5848518676343688,0.6847252201565619,E2,E1,148080.0,114960.0,123950.0,136800.0,109760.0,160080.0,177380.0,140940.0,148080.0,47760.0,147530.0,178420.0,158700.0,148080.0,181560.0,158810.0,90790.0,159700.0,127800.0,99810.0,107270.0,131290.0,125060.0,118930.0,176840.0,88110.0,122200.0,101380.0,111710.0,140920.0,148080.0,132230.0,148550.0,144960.0,129230.0,107990.0,148080.0,123220.0,148080.0,132350.0,126300.0,112030.0,148080.0,157330.0,170080.0,158310.0,109140.0,191820.0,162570.0,148080.0,148080.0,93580.0,82830.0,125780.0,148080.0,22510.0,240.0,490.0,380.0,80.0,2290.0,740.0,244.0,70.0,820.0,1950.0,970.0,210.0,123.0,990.0,630.0,120.0,430.0,230.0,230.0,70.0,70.0,120.0,360.0,680.0,160.0,260.0,60.0,70.0,210.0,98.0,190.0,350.0,1150.0,410.0,100.0,798.0,270.0,283.0,460.0,50.0,190.0,66.0,590.0,2060.0,360.0,30.0,1120.0,620.0,101.0,423.0,40.0,40.0,110.0,5.0
"Review records or reports pertaining to activities such as production, payroll, or shipping to verify details, monitor work activities, or evaluate performance.",review records or reports pertaining to activities such as production payroll or shipping to verify details monitor work activities or evaluate performance,Examine documents to verify adherence to requirements.,Examine materials or documentation for accuracy or compliance.,Evaluating Information to Determine Compliance with Standards,First-Line Supervisors of Office and Administrative Support Workers,firstline supervisors of office and administrative support workers,43-1011.00,First-Line Supervisors of Office and Administrative Support Workers,43-1011,43-1011.00,First-Line Supervisors of Office and Administrative Support Workers,Supervisors of Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.729026424193711,False,1.0410065384615383,4.15,74.78,0.3517923278248285,0.5,E2,E2,69500.0,60360.0,69840.0,64250.0,58100.0,77590.0,76600.0,78200.0,75220.0,79200.0,64360.0,64620.0,63080.0,61390.0,69010.0,69490.0,64400.0,64000.0,63180.0,57180.0,67530.0,74140.0,76770.0,64720.0,76440.0,58380.0,63050.0,62550.0,61980.0,63090.0,73250.0,76640.0,62640.0,79170.0,62340.0,68720.0,64220.0,60870.0,74300.0,65270.0,76030.0,62920.0,62530.0,66390.0,64940.0,66900.0,68790.0,67170.0,79480.0,53660.0,70560.0,63050.0,44980.0,42840.0,55630.0,1436680.0,20140.0,5690.0,31930.0,13630.0,149230.0,26100.0,24420.0,5480.0,4080.0,93850.0,42630.0,10090.0,8360.0,42400.0,21780.0,10190.0,12010.0,19670.0,20810.0,6000.0,27860.0,34520.0,30690.0,21690.0,13680.0,22360.0,4030.0,9930.0,14380.0,7600.0,55210.0,8330.0,83110.0,35830.0,1830.0,45070.0,19860.0,12200.0,56600.0,5090.0,26710.0,1750.0,49870.0,160600.0,18890.0,1710.0,35160.0,31790.0,6900.0,22950.0,1980.0,990.0,16400.0,510.0
Review reports of securities transactions or price lists to analyze market conditions.,review reports of securities transactions or price lists to analyze market conditions,Analyze financial records or reports to determine state of operations.,Analyze business or financial data.,Analyzing Data or Information,Financial Managers,financial managers,11-3031.00,Financial Managers,11-3031,11-3031.00,Financial Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0565356321475172,4.964342948717949,False,0.1879530769230769,3.18,25.66,0.0308625532470774,0.5,E2,E2,166570.0,140500.0,127030.0,139830.0,116570.0,180770.0,182690.0,174830.0,181580.0,188880.0,153280.0,166790.0,134210.0,127210.0,165880.0,135840.0,133320.0,159380.0,130650.0,126800.0,133610.0,158750.0,206760.0,139370.0,163410.0,111390.0,143460.0,131060.0,140360.0,132490.0,144730.0,199110.0,133700.0,219880.0,166780.0,135890.0,140870.0,132460.0,156460.0,145610.0,166940.0,136160.0,159700.0,141010.0,164860.0,150450.0,128690.0,185220.0,174840.0,113140.0,139720.0,124910.0,80390.0,90660.0,94990.0,19400.0,7200.0,140.0,1030.0,492.0,6452.0,736.0,1386.0,194.0,617.0,3382.0,1479.0,262.0,216.0,3645.0,868.0,631.0,359.0,458.0,489.0,216.0,1367.0,1808.0,1555.0,1153.0,240.0,922.0,104.0,389.0,559.0,299.0,32510.0,175.0,5588.0,1553.0,148.0,1892.0,461.0,526.0,2225.0,178.0,624.0,69.0,1219.0,4969.0,613.0,124.0,1442.0,894.0,180.0,1074.0,50.0,26.0,263.0,12.0
Review reports submitted by staff members to recommend approval or to suggest changes.,review reports submitted by staff members to recommend approval or to suggest changes,Analyze data to inform operational decisions or activities.,Analyze data to improve operations.,Analyzing Data or Information,Chief Executives,chief executives,11-1011.00,Chief Executives,11-1011,11-1011.00,Chief Executives,Top Executives,Management Occupations,2026-05-31,0.0791498850065242,4.959161036603811,False,0.964546923076923,4.07,96.42,0.2051445595476903,0.2875387476993781,E1,E1,213990.0,166420.0,166710.0,213990.0,119990.0,218600.0,213370.0,295120.0,199990.0,213990.0,213990.0,208180.0,281640.0,177210.0,331920.0,254180.0,211190.0,158100.0,179530.0,213990.0,138770.0,248660.0,213990.0,255560.0,195670.0,139250.0,172320.0,182340.0,214680.0,149770.0,168590.0,310440.0,123500.0,257980.0,314290.0,164560.0,176440.0,163790.0,341630.0,232560.0,235360.0,168840.0,280900.0,198830.0,257850.0,171880.0,175070.0,310740.0,339810.0,151950.0,208350.0,147940.0,213990.0,97510.0,104010.0,166363.0,1319.0,1042.0,3442.0,5780.0,56499.0,3055.0,2703.0,635.0,746.0,10554.0,6643.0,765.0,4754.0,7522.0,2963.0,4966.0,3191.0,3370.0,2056.0,2573.0,5178.0,10730.0,8060.0,10974.0,505.0,4152.0,1091.0,4087.0,2231.0,726.0,3957.0,163.0,13726.0,3142.0,619.0,7278.0,3891.0,1482.0,14410.0,460.0,2833.0,830.0,7653.0,14296.0,5113.0,586.0,7929.0,5161.0,2768.0,3126.0,98.0,70.0,4380.0,212.0
"Review rough sketches, drawings, specifications, and other engineering data to ensure that they conform to design concepts.",review rough sketches drawings specifications and other engineering data to ensure that they conform to design concepts,Review details of technical drawings or specifications.,Read documents or materials to inform work processes.,Getting Information,Architectural and Civil Drafters,architectural and civil drafters,17-3011.00,Architectural and Civil Drafters,17-3011,17-3011.00,Drafters,"Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0113071264295034,4.732275455192758,False,1.197524046153846,3.7256,83.39119999999998,0.25,0.2150378966206402,E2,E2,66150.0,57100.0,66150.0,64750.0,62420.0,76520.0,76370.0,76290.0,73040.0,97880.0,62640.0,74940.0,63510.0,61840.0,58240.0,60000.0,64220.0,62220.0,60120.0,61010.0,66200.0,75180.0,76990.0,58330.0,70680.0,59920.0,61940.0,65750.0,61550.0,67000.0,65300.0,62960.0,50230.0,76260.0,62750.0,64720.0,61450.0,62140.0,74000.0,64800.0,71700.0,64680.0,52470.0,69220.0,63320.0,64290.0,61000.0,63450.0,73000.0,65640.0,62930.0,63730.0,56710.0,44720.0,66150.0,103700.0,1010.0,220.0,2120.0,980.0,11400.0,3570.0,810.0,290.0,370.0,7530.0,3970.0,610.0,1010.0,1310.0,2240.0,980.0,630.0,870.0,1040.0,440.0,910.0,2660.0,2100.0,1930.0,330.0,2270.0,600.0,850.0,1100.0,400.0,2280.0,690.0,7380.0,2680.0,380.0,2860.0,1260.0,1490.0,5370.0,240.0,1170.0,460.0,1310.0,11710.0,1820.0,230.0,2600.0,2530.0,330.0,2200.0,200.0,70.0,690.0,21.0
"Review rough sketches, drawings, specifications, and other engineering data to ensure that they conform to design concepts.",review rough sketches drawings specifications and other engineering data to ensure that they conform to design concepts,Evaluate designs or specifications to ensure quality.,"Evaluate designs, specifications, or other technical data.",Analyzing Data or Information,Architectural and Civil Drafters,architectural and civil drafters,17-3011.00,Architectural and Civil Drafters,17-3011,17-3011.00,Drafters,"Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0113071264295034,4.732275455192758,False,1.197524046153846,3.7256,83.39119999999998,0.25,0.2150378966206402,E2,E2,66150.0,57100.0,66150.0,64750.0,62420.0,76520.0,76370.0,76290.0,73040.0,97880.0,62640.0,74940.0,63510.0,61840.0,58240.0,60000.0,64220.0,62220.0,60120.0,61010.0,66200.0,75180.0,76990.0,58330.0,70680.0,59920.0,61940.0,65750.0,61550.0,67000.0,65300.0,62960.0,50230.0,76260.0,62750.0,64720.0,61450.0,62140.0,74000.0,64800.0,71700.0,64680.0,52470.0,69220.0,63320.0,64290.0,61000.0,63450.0,73000.0,65640.0,62930.0,63730.0,56710.0,44720.0,66150.0,103700.0,1010.0,220.0,2120.0,980.0,11400.0,3570.0,810.0,290.0,370.0,7530.0,3970.0,610.0,1010.0,1310.0,2240.0,980.0,630.0,870.0,1040.0,440.0,910.0,2660.0,2100.0,1930.0,330.0,2270.0,600.0,850.0,1100.0,400.0,2280.0,690.0,7380.0,2680.0,380.0,2860.0,1260.0,1490.0,5370.0,240.0,1170.0,460.0,1310.0,11710.0,1820.0,230.0,2600.0,2530.0,330.0,2200.0,200.0,70.0,690.0,21.0
Review security assessments for computing environments or check for compliance with cybersecurity standards and regulations.,review security assessments for computing environments or check for compliance with cybersecurity standards and regulations,Read documents to gather technical information.,Read documents or materials to inform work processes.,Getting Information,"Computer Occupations, All Other",computer occupations all other,15-1199.00,Information Security Engineers,15-1299,15-1299.05,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.814913997322073,False,0.7083180769230769,3.76,94.74,0.2603229002503378,0.5,E1,E2,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,17371.0,630.0,170.0,5510.0,268.0,19188.0,2825.0,742.0,860.0,4118.0,13710.0,4939.0,498.0,249.0,2672.0,800.0,922.0,321.0,1850.0,1202.0,900.0,4563.0,1477.0,1781.0,1001.0,347.0,14340.0,129.0,546.0,625.0,232.0,2875.0,395.0,11460.0,3612.0,175.0,6150.0,795.0,587.0,14580.0,199.0,1029.0,240.0,2617.0,13650.0,1599.0,316.0,4070.0,3438.0,809.0,1120.0,41.0,67.0,211.0,10.0
Review security assessments for computing environments or check for compliance with cybersecurity standards and regulations.,review security assessments for computing environments or check for compliance with cybersecurity standards and regulations,Monitor processes for compliance with standards.,Monitor operations to ensure compliance with regulations or standards.,"Monitoring Processes, Materials, or Surroundings","Computer Occupations, All Other",computer occupations all other,15-1199.00,Information Security Engineers,15-1299,15-1299.05,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.814913997322073,False,0.7083180769230769,3.76,94.74,0.2603229002503378,0.5,E1,E2,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,17371.0,630.0,170.0,5510.0,268.0,19188.0,2825.0,742.0,860.0,4118.0,13710.0,4939.0,498.0,249.0,2672.0,800.0,922.0,321.0,1850.0,1202.0,900.0,4563.0,1477.0,1781.0,1001.0,347.0,14340.0,129.0,546.0,625.0,232.0,2875.0,395.0,11460.0,3612.0,175.0,6150.0,795.0,587.0,14580.0,199.0,1029.0,240.0,2617.0,13650.0,1599.0,316.0,4070.0,3438.0,809.0,1120.0,41.0,67.0,211.0,10.0
Review sets of photographs to select the best work.,review sets of photographs to select the best work,Review art or design materials.,Study details of artistic productions.,Getting Information,Photographers,photographers,27-4021.00,Photographers,27-4021,27-4021.00,Photographers,Media and Communication Equipment Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.847884788478847,False,1.87686,4.45,100.0,0.1582185531446856,0.1,E2,E2,44660.0,36130.0,39190.0,36970.0,32810.0,47840.0,47070.0,49790.0,50100.0,110970.0,42640.0,43770.0,45960.0,33320.0,36570.0,35960.0,38290.0,37790.0,47170.0,36830.0,46680.0,46450.0,57990.0,44660.0,46470.0,45860.0,39170.0,39900.0,41920.0,37460.0,44780.0,40520.0,48090.0,60050.0,37120.0,37410.0,38470.0,36750.0,53630.0,40520.0,37300.0,37890.0,45330.0,37950.0,41280.0,52140.0,44660.0,46550.0,48050.0,36110.0,42060.0,39330.0,44660.0,34060.0,44660.0,51760.0,530.0,50.0,1360.0,240.0,7980.0,1140.0,630.0,180.0,260.0,4390.0,1420.0,440.0,190.0,2150.0,810.0,430.0,300.0,380.0,510.0,180.0,790.0,830.0,970.0,730.0,190.0,950.0,190.0,220.0,890.0,220.0,1460.0,230.0,3650.0,2130.0,70.0,1540.0,330.0,510.0,1870.0,220.0,630.0,190.0,780.0,4330.0,660.0,60.0,1580.0,960.0,110.0,850.0,50.0,22.0,90.0,11.0
Review subject matter of materials to be classified and select classification numbers and headings according to classification systems.,review subject matter of materials to be classified and select classification numbers and headings according to classification systems,Classify materials according to standard systems.,Perform administrative or clerical activities.,Performing Administrative Activities,Library Technicians,library technicians,25-4031.00,Library Technicians,25-4031,25-4031.00,Library Technicians,"Librarians, Curators, and Archivists",Educational Instruction and Library Occupations,2026-05-31,1.3003195393928977,4.992228502220429,False,0.5614930769230769,3.74,46.06,0.1037933815327605,0.4,E1,E1,44580.0,37150.0,46940.0,40510.0,28570.0,53260.0,46680.0,57060.0,47580.0,61040.0,41080.0,37320.0,50870.0,34510.0,47120.0,35560.0,38590.0,41960.0,35700.0,39180.0,44520.0,48920.0,50430.0,34680.0,51110.0,27080.0,39160.0,38220.0,36920.0,45650.0,48650.0,48840.0,38830.0,50060.0,46520.0,39240.0,37920.0,29440.0,49970.0,46100.0,48740.0,36070.0,29590.0,36400.0,38640.0,40160.0,50090.0,45560.0,62570.0,30300.0,35000.0,26850.0,44580.0,35890.0,44580.0,68690.0,390.0,220.0,820.0,390.0,7190.0,2250.0,930.0,210.0,390.0,3070.0,2130.0,110.0,520.0,2140.0,1470.0,1510.0,480.0,670.0,1410.0,320.0,1980.0,1910.0,2180.0,1180.0,270.0,1360.0,370.0,710.0,410.0,280.0,1060.0,540.0,3390.0,2350.0,370.0,4020.0,830.0,1810.0,1560.0,160.0,650.0,650.0,390.0,5180.0,310.0,150.0,2580.0,1850.0,280.0,2890.0,400.0,29.0,250.0,14.0
Review technical documents to ensure completeness and conformance to requirements.,review technical documents to ensure completeness and conformance to requirements,Evaluate designs or specifications to ensure quality.,"Evaluate designs, specifications, or other technical data.",Analyzing Data or Information,Environmental Engineering Technicians,environmental engineering technicians,17-3025.00,Environmental Engineering Technologists and Technicians,17-3025,17-3025.00,"Engineering Technologists and Technicians, Except Drafters","Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.9271843672192835,4.663479923518166,False,0.8366253846153847,3.81,72.3,0.2025549248875674,0.4,E2,E1,59920.0,60170.0,77860.0,65420.0,45290.0,60010.0,60740.0,59920.0,59920.0,59920.0,51970.0,60500.0,51810.0,62240.0,51540.0,53110.0,58690.0,59420.0,61470.0,60840.0,64660.0,67510.0,66860.0,50800.0,60110.0,36680.0,59920.0,58870.0,54690.0,75330.0,39880.0,60740.0,61170.0,62540.0,53660.0,59920.0,51830.0,61900.0,80770.0,59920.0,59920.0,63200.0,53960.0,80100.0,57150.0,60410.0,59920.0,52330.0,100050.0,47650.0,49190.0,59920.0,58770.0,44120.0,59920.0,12190.0,230.0,40.0,190.0,200.0,2060.0,224.0,80.0,80.0,55.0,420.0,670.0,50.0,80.0,80.0,130.0,80.0,112.0,200.0,100.0,50.0,250.0,320.0,220.0,50.0,100.0,180.0,80.0,40.0,70.0,53.0,400.0,130.0,470.0,120.0,33.0,630.0,370.0,140.0,250.0,39.0,220.0,40.0,450.0,1240.0,120.0,24.0,320.0,270.0,40.0,310.0,60.0,5.0,160.0,2.0
"Review work done by others to check for correct spelling and grammar, ensure that company format policies are followed, and recommend revisions.",review work done by others to check for correct spelling and grammar ensure that company format policies are followed and recommend revisions,"Proofread documents, records, or other files to ensure accuracy.",Examine materials or documentation for accuracy or compliance.,Evaluating Information to Determine Compliance with Standards,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",secretaries and administrative assistants except legal medical and executive,43-6014.00,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",43-6014,43-6014.00,Secretaries and Administrative Assistants,Secretaries and Administrative Assistants,Office and Administrative Support Occupations,2026-05-31,0.0339213792885103,4.087152742954569,False,0.7124026923076923,3.66,73.23,0.0456079000350098,0.1,E2,E1,47540.0,41630.0,48530.0,47940.0,37630.0,55400.0,48690.0,57210.0,47970.0,59910.0,45900.0,41600.0,50830.0,43710.0,48310.0,44270.0,45150.0,42270.0,44200.0,38790.0,49820.0,48680.0,57940.0,46020.0,51400.0,37340.0,43540.0,43940.0,46760.0,46570.0,48080.0,50260.0,46450.0,49600.0,45790.0,47480.0,46230.0,39660.0,51740.0,46270.0,52140.0,44880.0,41700.0,45810.0,45140.0,47050.0,48920.0,47620.0,57330.0,40370.0,47710.0,45450.0,36030.0,25730.0,44040.0,1706790.0,45050.0,5390.0,31220.000000000004,8590.0,158630.0,29120.0,22650.0,6320.0,11800.0,104000.0,44430.0,7020.0,7570.0,74280.0,20100.0,12830.0,32120.000000000004,18420.0,28040.0,6740.0,54890.0,37750.0,40830.0,31330.0,14720.0,33180.0,4520.0,16240.000000000002,16790.0,9050.0,65960.0,25430.0,122490.0,43690.0,5800.0,54790.0,20120.0,23150.0,65310.0,5200.0,30180.0,6120.0,34580.0,149650.0,14870.0,3360.0,31580.000000000004,31710.0,8820.0,28100.0,2250.0,1610.0,17810.0,530.0
"Review work procedures and operational problems to determine ways to improve service, performance, or safety.",review work procedures and operational problems to determine ways to improve service performance or safety,Analyze data to inform operational decisions or activities.,Analyze data to improve operations.,Analyzing Data or Information,Food Service Managers,food service managers,11-9051.00,Food Service Managers,11-9051,11-9051.00,Food Service Managers,Other Management Occupations,Management Occupations,2026-05-31,0.1017641378655311,4.863937138130687,False,0.844765,4.05,93.59,0.2884186645184388,0.4,E1,E2,69390.0,63010.0,82030.0,70180.0,55120.0,78260.0,79870.0,77990.0,74430.0,81680.0,72790.0,65280.0,87800.0,70140.0,63930.0,71430.0,66700.0,70320.0,70410.0,61400.0,70510.0,72850.0,92240.0,60790.0,79820.0,59540.0,65520.0,72140.0,60450.0,65320.0,77360.0,78020.0,65210.0,84200.0,74080.0,72210.0,62980.0,63840.0,62110.0,64750.0,82850.0,66190.0,60640.0,64410.0,60770.0,69480.0,77910.0,71230.0,95190.0,54800.0,61810.0,62610.0,44770.0,42230.0,80570.0,238430.0,4330.0,380.0,3400.0,2720.0,33180.0,2440.0,1520.0,770.0,1000.0,18500.0,9230.0,1230.0,670.0,11270.0,4990.0,1760.0,1540.0,1680.0,1950.0,1210.0,4209.0,4310.0,9240.0,730.0,1920.0,1600.0,950.0,2050.0,4310.0,590.0,6360.0,1410.0,8000.0,9420.0,950.0,8570.0,2020.0,4420.0,10530.0,760.0,5080.0,1270.0,4550.0,25990.0,2400.0,500.0,3820.0,1180.0,1230.0,6000.0,590.0,100.0,830.0,140.0
"Review work procedures and operational problems to determine ways to improve service, performance, or safety.",review work procedures and operational problems to determine ways to improve service performance or safety,Recommend organizational process or policy changes.,Advise others on business or operational matters.,Providing Consultation and Advice to Others,Food Service Managers,food service managers,11-9051.00,Food Service Managers,11-9051,11-9051.00,Food Service Managers,Other Management Occupations,Management Occupations,2026-05-31,0.1017641378655311,4.863937138130687,False,0.844765,4.05,93.59,0.2884186645184388,0.4,E1,E2,69390.0,63010.0,82030.0,70180.0,55120.0,78260.0,79870.0,77990.0,74430.0,81680.0,72790.0,65280.0,87800.0,70140.0,63930.0,71430.0,66700.0,70320.0,70410.0,61400.0,70510.0,72850.0,92240.0,60790.0,79820.0,59540.0,65520.0,72140.0,60450.0,65320.0,77360.0,78020.0,65210.0,84200.0,74080.0,72210.0,62980.0,63840.0,62110.0,64750.0,82850.0,66190.0,60640.0,64410.0,60770.0,69480.0,77910.0,71230.0,95190.0,54800.0,61810.0,62610.0,44770.0,42230.0,80570.0,238430.0,4330.0,380.0,3400.0,2720.0,33180.0,2440.0,1520.0,770.0,1000.0,18500.0,9230.0,1230.0,670.0,11270.0,4990.0,1760.0,1540.0,1680.0,1950.0,1210.0,4209.0,4310.0,9240.0,730.0,1920.0,1600.0,950.0,2050.0,4310.0,590.0,6360.0,1410.0,8000.0,9420.0,950.0,8570.0,2020.0,4420.0,10530.0,760.0,5080.0,1270.0,4550.0,25990.0,2400.0,500.0,3820.0,1180.0,1230.0,6000.0,590.0,100.0,830.0,140.0
"Review written, audio, or video copy, and correct errors in content, grammar, or punctuation, following prescribed editorial style and formatting guidelines.",review written audio or video copy and correct errors in content grammar or punctuation following prescribed editorial style and formatting guidelines,Edit written materials.,Edit written materials or documents.,Making Decisions and Solving Problems,Broadcast News Analysts,broadcast news analysts,27-3021.00,"News Analysts, Reporters, and Journalists",27-3023,27-3023.00,"News Analysts, Reporters and Journalists",Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.2035282757310622,4.657171819564116,False,2.3171015384615385,4.1,100.0,0.1818017142857143,0.1,E1,E1,62200.0,43440.0,43820.0,43100.0,37450.0,62200.0,60770.0,61620.0,55600.0,105390.0,58730.0,81910.0,56730.0,51190.0,60590.0,47610.0,43540.0,45870.0,47530.0,50750.0,50090.0,63680.0,62200.0,62760.0,46490.0,45240.0,46920.0,47960.0,40420.0,78550.0,48450.0,59830.0,54610.0,100770.0,58670.0,43420.0,47880.0,48210.0,49200.0,62200.0,74570.0,47940.0,43520.0,62390.0,48470.0,61880.0,46970.0,62140.0,54760.0,35280.0,57530.0,36040.0,62200.0,44870.0,62200.0,39250.0,530.0,90.0,450.0,260.0,4140.0,590.0,470.0,70.0,1720.0,2490.0,1520.0,120.0,220.0,1060.0,530.0,590.0,400.0,370.0,410.0,250.00000000000003,580.0,810.0,960.0,510.0,310.0,480.0,290.0,350.0,370.0,90.0,500.00000000000006,170.0,5750.0,930.0,160.0,1340.0,400.0,410.0,1160.0,150.0,480.0,190.0,600.0,2670.0,240.0,90.0,1110.0,880.0,190.0,740.0,80.0,17.0,220.0,8.0
Revise work to meet editorial approval or to fit time or space requirements.,revise work to meet editorial approval or to fit time or space requirements,Edit written materials.,Edit written materials or documents.,Making Decisions and Solving Problems,Broadcast News Analysts,broadcast news analysts,27-3021.00,"News Analysts, Reporters, and Journalists",27-3023,27-3023.00,"News Analysts, Reporters and Journalists",Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.1809140228720553,4.725998598458304,False,1.3623015384615385,4.3,100.0,0.0999617142857142,0.1,E1,E1,62200.0,43440.0,43820.0,43100.0,37450.0,62200.0,60770.0,61620.0,55600.0,105390.0,58730.0,81910.0,56730.0,51190.0,60590.0,47610.0,43540.0,45870.0,47530.0,50750.0,50090.0,63680.0,62200.0,62760.0,46490.0,45240.0,46920.0,47960.0,40420.0,78550.0,48450.0,59830.0,54610.0,100770.0,58670.0,43420.0,47880.0,48210.0,49200.0,62200.0,74570.0,47940.0,43520.0,62390.0,48470.0,61880.0,46970.0,62140.0,54760.0,35280.0,57530.0,36040.0,62200.0,44870.0,62200.0,39250.0,530.0,90.0,450.0,260.0,4140.0,590.0,470.0,70.0,1720.0,2490.0,1520.0,120.0,220.0,1060.0,530.0,590.0,400.0,370.0,410.0,250.00000000000003,580.0,810.0,960.0,510.0,310.0,480.0,290.0,350.0,370.0,90.0,500.00000000000006,170.0,5750.0,930.0,160.0,1340.0,400.0,410.0,1160.0,150.0,480.0,190.0,600.0,2670.0,240.0,90.0,1110.0,880.0,190.0,740.0,80.0,17.0,220.0,8.0
"Revise written material to meet personal standards and to satisfy needs of clients, publishers, directors, or producers.",revise written material to meet personal standards and to satisfy needs of clients publishers directors or producers,Edit written materials.,Edit written materials or documents.,Making Decisions and Solving Problems,Writers and Authors,writers and authors,27-3043.00,Writers and Authors,27-3043,27-3043.00,Writers and Editors,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0452285057180138,4.306926711571328,False,1.1097,4.64,100.0,0.1869695888425096,0.4,E1,E1,76910.0,66950.0,76910.0,55990.0,47970.0,86480.0,76830.0,98460.0,76910.0,129300.0,68080.0,74710.0,76910.0,56360.0,68220.0,75820.0,61010.0,65840.0,48780.0,89520.0,76910.0,104330.0,85260.0,76910.0,72810.0,54180.0,58140.0,76910.0,65470.0,63910.0,71830.0,81590.0,76910.0,76910.0,63660.0,50860.0,65930.0,58770.0,80540.0,77410.0,70190.0,51920.0,56700.0,58870.0,69990.0,64530.0,94430.0,85000.0,85700.0,64410.0,64370.0,49650.0,76910.0,43440.0,76910.0,2791.0,21.0,6.0,70.0,31.0,977.0,151.0,480.0,9.0,122.0,351.0,95.0,59.99999999999999,10.0,307.0,52.0,34.0,240.0,41.0,480.0,23.0,63.0,157.0,78.0,84.0,15.0,70.0,10.0,240.0,22.0,21.0,137.0,10.0,871.0,211.0,9.0,97.0,26.0,111.0,126.0,13.0,61.0,59.99999999999999,147.0,270.0,48.0,13.0,178.0,90.0,13.0,83.0,5.0,1.0,10.0,1.0
"Revise written material to meet personal standards and to satisfy needs of clients, publishers, directors, or producers.",revise written material to meet personal standards and to satisfy needs of clients publishers directors or producers,Edit written materials.,Edit written materials or documents.,Making Decisions and Solving Problems,"Poets, Lyricists and Creative Writers",poets lyricists and creative writers,27-3043.05,"Poets, Lyricists and Creative Writers",27-3043,27-3043.05,Writers and Editors,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0452285057180138,4.306926711571328,False,1.1097,4.64,100.0,0.3184376943005182,0.4,E1,E1,76910.0,66950.0,76910.0,55990.0,47970.0,86480.0,76830.0,98460.0,76910.0,129300.0,68080.0,74710.0,76910.0,56360.0,68220.0,75820.0,61010.0,65840.0,48780.0,89520.0,76910.0,104330.0,85260.0,76910.0,72810.0,54180.0,58140.0,76910.0,65470.0,63910.0,71830.0,81590.0,76910.0,76910.0,63660.0,50860.0,65930.0,58770.0,80540.0,77410.0,70190.0,51920.0,56700.0,58870.0,69990.0,64530.0,94430.0,85000.0,85700.0,64410.0,64370.0,49650.0,76910.0,43440.0,76910.0,45149.0,339.0,94.0,1130.0,509.0,15803.0,2449.0,480.0,139.0,1978.0,5669.0,1545.0,60.0,170.0,4973.0,848.0,546.0,240.0,659.0,480.0,377.0,1017.0,2543.0,1270.0,1356.0,245.0,1130.0,170.0,240.0,358.0,339.0,2223.0,170.0,14089.0,3409.0,151.0,1563.0,414.0,1789.0,2034.0,207.0,979.0,60.0,2373.0,4370.0,772.0,207.0,2882.0,1450.0,207.0,1337.0,81.0,19.0,170.0,9.0
Route correspondence to other departments for reply.,route correspondence to other departments for reply,Route mail to correct destinations.,Process shipments or mail.,Performing Administrative Activities,Correspondence Clerks,correspondence clerks,43-4021.00,Correspondence Clerks,43-4021,43-4021.00,Correspondence Clerks,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,5.0,True,1.2038569230769232,3.51,87.63,0.0935516596956483,0.1,E1,E1,46800.0,46800.0,46800.0,39900.0,46800.0,53640.0,45510.0,61310.0,46800.0,46800.0,46800.0,46800.0,46800.0,51010.0,46280.0,49710.0,46800.0,46800.0,46800.0,36790.0,49180.0,46800.0,46800.0,40780.0,46800.0,46800.0,43400.0,46800.0,49800.0,47820.0,49730.0,48510.0,46800.0,49360.0,42340.0,46800.0,49700.0,46800.0,61160.0,40270.0,46800.0,41710.0,46800.0,42390.0,48860.0,47450.0,46800.0,48310.0,46800.0,46800.0,47400.0,46800.0,46800.0,46800.0,46800.0,4290.0,58.0,9.0,110.0,36.0,240.0,50.0,70.0,13.0,19.0,350.0,150.0,17.0,40.0,50.0,70.0,43.0,39.0,55.0,60.0,40.0,76.0,100.0,40.0,81.0,32.0,70.0,14.0,60.0,130.0,120.0,40.0,24.0,540.0,50.0,12.0,40.0,47.0,110.0,140.0,14.0,130.0,13.0,100.0,830.0,140.0,8.0,113.0,97.0,19.0,81.0,8.0,2.0,26.0,1.0
"Scan networks, using vulnerability assessment tools to identify vulnerabilities.",scan networks using vulnerability assessment tools to identify vulnerabilities,Test computer system operations to ensure proper functioning.,Test performance of computer or information systems.,"Inspecting Equipment, Structures, or Materials","Computer Occupations, All Other",computer occupations all other,15-1199.00,Information Security Engineers,15-1299,15-1299.05,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.909081611781551,False,0.5616876923076923,4.28,94.74,0.1699753832449382,0.4,E2,E2,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,17371.0,630.0,170.0,5510.0,268.0,19188.0,2825.0,742.0,860.0,4118.0,13710.0,4939.0,498.0,249.0,2672.0,800.0,922.0,321.0,1850.0,1202.0,900.0,4563.0,1477.0,1781.0,1001.0,347.0,14340.0,129.0,546.0,625.0,232.0,2875.0,395.0,11460.0,3612.0,175.0,6150.0,795.0,587.0,14580.0,199.0,1029.0,240.0,2617.0,13650.0,1599.0,316.0,4070.0,3438.0,809.0,1120.0,41.0,67.0,211.0,10.0
"Schedule and confirm appointments for clients, customers, or supervisors.",schedule and confirm appointments for clients customers or supervisors,Schedule appointments.,Schedule appointments.,Scheduling Work and Activities,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",secretaries and administrative assistants except legal medical and executive,43-6014.00,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",43-6014,43-6014.00,Secretaries and Administrative Assistants,Secretaries and Administrative Assistants,Office and Administrative Support Occupations,2026-05-31,0.124378390724538,4.770486623130398,False,2.363625769230769,3.93,68.78,0.1550369239118873,0.1,E2,E2,47540.0,41630.0,48530.0,47940.0,37630.0,55400.0,48690.0,57210.0,47970.0,59910.0,45900.0,41600.0,50830.0,43710.0,48310.0,44270.0,45150.0,42270.0,44200.0,38790.0,49820.0,48680.0,57940.0,46020.0,51400.0,37340.0,43540.0,43940.0,46760.0,46570.0,48080.0,50260.0,46450.0,49600.0,45790.0,47480.0,46230.0,39660.0,51740.0,46270.0,52140.0,44880.0,41700.0,45810.0,45140.0,47050.0,48920.0,47620.0,57330.0,40370.0,47710.0,45450.0,36030.0,25730.0,44040.0,1706790.0,45050.0,5390.0,31220.000000000004,8590.0,158630.0,29120.0,22650.0,6320.0,11800.0,104000.0,44430.0,7020.0,7570.0,74280.0,20100.0,12830.0,32120.000000000004,18420.0,28040.0,6740.0,54890.0,37750.0,40830.0,31330.0,14720.0,33180.0,4520.0,16240.000000000002,16790.0,9050.0,65960.0,25430.0,122490.0,43690.0,5800.0,54790.0,20120.0,23150.0,65310.0,5200.0,30180.0,6120.0,34580.0,149650.0,14870.0,3360.0,31580.000000000004,31710.0,8820.0,28100.0,2250.0,1610.0,17810.0,530.0
"Schedule and confirm patient diagnostic appointments, surgeries, or medical consultations.",schedule and confirm patient diagnostic appointments surgeries or medical consultations,Schedule appointments.,Schedule appointments.,Scheduling Work and Activities,Medical Secretaries,medical secretaries,43-6013.00,Medical Secretaries and Administrative Assistants,43-6013,43-6013.00,Secretaries and Administrative Assistants,Secretaries and Administrative Assistants,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.321718683197948,False,4.420844615384615,4.51,95.72,0.363963352164177,0.1,E2,E2,45930.0,36930.0,47870.0,45820.0,37000.0,54490.0,46920.0,48500.0,44500.0,49180.0,41730.0,43160.0,49920.0,44920.0,46670.0,44060.0,40980.0,43020.0,38750.0,36930.0,46990.0,47850.0,50290.0,41100.0,50030.0,36290.0,43980.0,43740.0,46100.0,46990.0,48410.0,48660.0,44230.0,47710.0,44190.0,45390.0,44280.0,38330.0,50130.0,44930.0,46860.0,40170.0,45810.0,39940.0,42910.0,44330.0,48200.0,46180.0,58100.0,38430.0,48380.0,44430.0,31680.0,29620.0,36710.0,961610.0,16580.0,2520.0,18090.0,2190.0,115050.0,11560.0,6480.0,4510.0,1930.0,96000.0,39380.0,2160.0,5120.0,27560.0,21180.0,10560.0,6470.0,26430.0,2970.0,4610.0,17290.0,22210.0,27960.0,16860.0,7145.0,12260.0,4410.0,4110.0,7030.0,3680.0,20980.0,4590.0,57720.0,56840.0,1120.0,29110.0,8430.0,16840.0,27600.0,2350.0,15630.0,80.0,41810.0,78740.0,5260.0,2390.0,27600.0,10960.0,1550.0,7760.0,1110.0,310.0,8480.0,230.0
Schedule and make appointments.,schedule and make appointments,Schedule appointments.,Schedule appointments.,Scheduling Work and Activities,Legal Secretaries,legal secretaries,43-6012.00,Legal Secretaries and Administrative Assistants,43-6012,43-6012.00,Secretaries and Administrative Assistants,Secretaries and Administrative Assistants,Office and Administrative Support Occupations,2026-05-31,0.0226142528590069,4.707531965187493,False,2.511689615384616,4.0,83.64,0.1730031915029843,0.1,E2,E2,55570.0,45950.0,61280.0,55120.0,41410.0,62860.0,59490.0,66220.0,66130.0,99280.0,48510.0,48460.0,49460.0,41880.0,52790.0,47740.0,46590.0,36620.0,39300.0,48050.0,48040.0,61440.0,62120.0,56870.0,63180.0,45140.0,38560.0,55570.0,45800.0,56470.0,51830.0,63080.0,57800.0,72230.0,43720.0,53540.0,51080.0,45950.0,59610.0,51430.0,63020.0,52840.0,47790.0,45340.0,45940.0,52860.0,49090.0,55320.0,58360.0,46960.0,55410.0,46960.0,46430.0,31000.0,55570.0,156280.0,1840.0,660.0,2600.0,610.0,27470.0,2030.0,1090.0,980.0,1940.0,10920.0,3260.0,680.0,420.0,8030.0,2670.0,1120.0,1600.0,2810.0,2460.0,860.0,1670.0,4020.0,3580.0,2410.0,820.0,3310.0,730.0,1310.0,1430.0,300.0,4160.0,1400.0,9800.0,3780.0,360.0,4360.0,1290.0,1590.0,6230.0,390.0,2280.0,560.0,2980.0,13380.0,940.0,303.0,2380.0,3950.0,1200.0,1210.0,280.0,50.0,2530.0,32.0
Schedule appointments and maintain and update appointment calendars.,schedule appointments and maintain and update appointment calendars,Schedule appointments.,Schedule appointments.,Scheduling Work and Activities,Receptionists and Information Clerks,receptionists and information clerks,43-4171.00,Receptionists and Information Clerks,43-4171,43-4171.00,Receptionists and Information Clerks,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.697579803880659,False,4.65110923076923,4.4,78.02,0.3326201311647519,0.1,E2,E2,38010.0,32590.0,44720.0,38730.0,34840.0,44100.0,42010.0,40630.0,36310.0,49060.0,36810.0,36100.0,41600.0,36810.0,37400.0,36160.0,37330.0,36050.0,32940.0,32750.0,42440.0,38100.0,43870.0,37470.0,37510.0,31160.0,35740.0,37360.0,37860.0,37050.0,38160.0,41650.0,35140.0,43080.0,35440.0,39530.0,35920.0,34560.0,40900.0,36810.0,42620.0,35510.0,38280.0,34910.0,35210.0,36960.0,38370.0,37060.0,44710.0,31920.0,41150.0,37480.0,23290.0,22890.0,34630.0,910180.0,10460.0,1530.0,23220.0,10870.0,82470.0,11020.0,14980.0,2880.0,2000.0,63280.0,26080.0,3510.0,5340.0,40370.0,17360.0,4660.0,7290.0,9290.0,12820.0,3440.0,18390.0,18970.0,25230.0,11800.0,6920.0,18890.0,1280.0,6750.0,10650.0,5320.0,42060.0,5650.0,65010.0,20080.0,1930.0,30850.0,9380.0,13590.0,37830.0,4270.0,11280.0,5760.0,11460.0,78330.0,12020.0,1160.0,23360.0,26500.0,5470.0,25580.0,1540.0,210.0,4030.0,120.0
Schedule appointments for patients.,schedule appointments for patients,Schedule patient procedures or appointments.,Schedule appointments.,Scheduling Work and Activities,Medical Assistants,medical assistants,31-9092.00,Medical Assistants,31-9092,31-9092.00,Miscellaneous Healthcare Support Occupations,Other Healthcare Support Occupations,Healthcare Support Occupations,2026-05-31,0.0226142528590069,4.621904761904762,False,3.834736538461539,4.21,96.1,0.3095940426694188,0.1,E2,E2,45690.0,36100.0,52560.0,45940.0,37760.0,49660.0,48400.0,47430.0,44490.0,51050.0,43680.0,41600.0,48410.0,44700.0,46090.0,45110.0,45480.0,39510.0,39270.0,36320.0,47580.0,46410.0,49460.0,39870.0,50480.0,35360.0,40440.0,46820.0,47370.0,45200.0,48020.0,47210.0,39230.0,48000.0,45140.0,45980.0,42810.0,38750.0,50410.0,43920.0,47190.0,41160.0,41870.0,39570.0,39520.0,45360.0,47250.0,44740.0,59290.0,37180.0,48680.0,40920.0,33570.0,46120.0,38130.0,817870.0,13300.0,2140.0,21460.0,5150.0,117060.0,13160.0,10250.0,2880.0,2260.0,66110.0,28780.0,3890.0,5250.0,20260.0,19630.0,5990.0,5510.0,13440.0,12310.0,4480.0,16390.0,14880.0,27810.0,10580.0,3340.0,13050.0,2460.0,2380.0,7760.0,3000.0,20330.0,5400.0,40710.0,23650.0,600.0,28950.0,10510.0,11840.0,23050.0,3210.0,12110.0,1340.0,19180.0,75340.0,9990.0,1140.0,16650.0,19500.0,4540.0,13810.0,1040.0,270.0,660.0,120.0
Schedule appointments with clients.,schedule appointments with clients,Schedule appointments.,Schedule appointments.,Scheduling Work and Activities,Tax Preparers,tax preparers,13-2082.00,Tax Preparers,13-2082,13-2082.00,"Tax Examiners, Collectors and Preparers, and Revenue Agents",Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0226142528590069,4.57612437534703,False,0.8815384615384616,3.75,95.24,0.0635977472317677,0.1,E2,E2,54920.0,33280.0,62360.0,44770.0,35040.0,70030.0,62620.0,41130.0,51960.0,54920.0,49020.0,49330.0,34720.0,54920.0,54480.0,45710.0,53660.0,47300.0,36620.0,38740.0,47150.0,47020.0,58400.0,46400.0,59200.0,50670.0,62780.0,63080.0,43010.0,60000.0,61370.0,43420.0,38060.0,71850.0,48130.0,57060.0,49020.0,42700.0,61370.0,61270.0,57680.0,39220.0,52530.0,36600.0,47460.0,66720.0,54920.0,58520.0,45370.0,35880.0,44340.0,57990.0,54920.0,46730.0,54920.0,76480.0,290.0,70.0,2240.0,550.0,10270.0,1540.0,700.0,240.0,343.0,4852.0,1670.0,307.0,419.0,1310.0,1820.0,780.0,450.0,1080.0,650.0,250.0,1240.0,1500.0,1660.0,1040.0,580.0,1330.0,360.0,420.0,1410.0,420.0,3220.0,340.0,7620.0,2710.0,220.0,1590.0,1300.0,1590.0,2010.0,245.0,1360.0,280.0,1260.0,6010.0,1190.0,148.0,1960.0,1360.0,330.0,1550.0,90.0,33.0,340.0,16.0
Schedule client appointments.,schedule client appointments,Schedule appointments.,Schedule appointments.,Scheduling Work and Activities,"Hairdressers, Hairstylists, and Cosmetologists",hairdressers hairstylists and cosmetologists,39-5012.00,"Hairdressers, Hairstylists, and Cosmetologists",39-5012,39-5012.00,"Barbers, Hairdressers, Hairstylists and Cosmetologists",Personal Appearance Workers,Personal Care and Service Occupations,2026-05-31,0.0226142528590069,4.596067230583325,False,5.100547692307693,4.47,99.41,0.4286304553136495,0.1,E2,E2,35790.0,29150.0,32150.0,36810.0,28830.0,38660.0,37690.0,44620.0,34350.0,54570.0,29530.0,34560.0,35040.0,35480.0,34040.0,32830.0,35700.0,29710.0,29840.0,26030.0,44000.0,36420.0,37290.0,34820.0,39170.0,27560.0,30750.0,38000.0,34320.0,33840.0,34650.0,36150.0,37750.0,35760.0,38410.0,34850.0,36260.0,29650.0,57580.0,36790.0,31200.0,33700.0,49800.0,31310.0,30680.0,35140.0,48650.0,35790.0,59510.0,34480.0,36230.0,29170.0,29500.0,22090.0,35790.0,305710.0,3300.0,330.0,7840.0,1410.0,27080.0,6820.0,4090.0,1270.0,870.0,23530.0,7910.0,930.0,2250.0,13190.0,5920.0,2930.0,2190.0,2350.0,2720.0,970.0,5860.0,9600.0,8970.0,5320.0,1040.0,5430.0,690.0,1890.0,1940.0,1950.0,15500.0,1230.0,20740.0,8490.0,870.0,12890.0,1920.0,1860.0,19350.0,1470.0,3570.0,690.0,6080.0,22440.0,2810.0,440.0,10200.0,6930.0,1020.0,6260.0,360.0,170.0,960.0,63.0
Schedule client appointments and accept payments.,schedule client appointments and accept payments,Schedule appointments.,Schedule appointments.,Scheduling Work and Activities,Manicurists and Pedicurists,manicurists and pedicurists,39-5092.00,Manicurists and Pedicurists,39-5092,39-5092.00,Miscellaneous Personal Appearance Workers,Personal Appearance Workers,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.75,True,5.012894615384616,4.26,84.45,0.2228628029196782,0.1983192431886888,E2,E2,35760.0,30300.0,47890.0,35290.0,27690.0,36630.0,37110.0,34720.0,31200.0,36620.0,37840.0,26910.0,60790.0,34910.0,37050.0,36140.0,45420.0,30930.0,45310.0,28170.0,48540.0,37300.0,35470.0,36890.0,36040.0,37300.0,39100.0,33660.0,56940.0,41880.0,35100.0,36370.0,25720.0,34660.0,34740.0,33430.0,35590.0,31330.0,46080.0,27990.0,34910.0,33810.0,45310.0,34810.0,34040.0,28820.0,35760.0,36630.0,49900.0,38260.0,36680.0,35760.0,35760.0,22900.0,35760.0,152770.0,920.0,180.0,2440.0,230.0,39210.0,3970.0,4490.0,780.0,685.0,4470.0,1710.0,40.0,160.0,2470.0,510.0,190.0,1510.0,240.0,2210.0,200.0,2080.0,4660.0,1020.0,3260.0,520.0,1630.0,110.0,310.0,1020.0,490.0,11520.0,850.0,19710.0,1900.0,270.0,3680.0,480.0,2210.0,9610.0,489.0,710.0,250.0,1200.0,5340.0,1150.0,100.0,4230.0,5570.0,120.0,2350.0,274.0,65.0,190.0,31.0
Schedule employee work assignments and set work priorities.,schedule employee work assignments and set work priorities,Prepare activity or work schedules.,Assign work to others.,"Guiding, Directing, and Motivating Subordinates",First-Line Supervisors of Fire Fighting and Prevention Workers,firstline supervisors of fire fighting and prevention workers,33-1021.00,First-Line Supervisors of Firefighting and Prevention Workers,33-1021,33-1021.00,First-Line Supervisors of Firefighting and Prevention Workers,Supervisors of Protective Service Workers,Protective Service Occupations,2026-05-31,0.0030529241359659,4.904672113974439,False,1.2449923076923075,4.11,87.5,0.2380109718051585,0.3,E1,E2,93530.0,73320.0,92760.0,96470.0,61890.0,127630.0,102580.0,98500.0,74670.0,126560.0,98560.0,67200.0,93530.0,92630.0,123500.0,88310.0,76010.0,78880.0,60850.0,59750.0,74790.0,120530.0,96600.0,77550.0,78800.0,48250.0,75970.0,82820.0,80810.0,93920.0,93720.0,133210.0,58430.0,132520.0,59560.0,82880.0,84490.0,85310.0,100260.0,101050.0,85170.0,65160.0,72420.0,77920.0,81710.0,100380.0,83250.0,97780.0,129350.0,55380.0,83310.0,80260.0,82350.0,48640.0,93530.0,99140.0,1440.0,310.0,2670.0,920.0,8170.0,1900.0,1310.0,307.0,380.0,9540.0,3730.0,397.0,520.0,3240.0,1290.0,600.0,1450.0,1250.0,1810.0,410.0,2380.0,3370.0,1830.0,1120.0,1550.0,1950.0,320.0,370.0,1080.0,450.0,2210.0,820.0,4100.0,5050.0,130.0,3960.0,2000.0,1160.0,1340.0,770.0,1450.0,120.0,2210.0,8660.0,770.0,90.0,3300.0,3350.0,180.0,1330.0,150.0,80.0,230.0,20.0
Schedule follow-up visits to monitor patients or evaluate health or illness care.,schedule followup visits to monitor patients or evaluate health or illness care,Schedule patient procedures or appointments.,Schedule appointments.,Scheduling Work and Activities,Nurse Practitioners,nurse practitioners,29-1171.00,Nurse Practitioners,29-1171,29-1171.00,Nurse Practitioners,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.840000000000001,False,3.381832307692308,4.45,95.65,0.1330295474785625,0.1,E2,E2,132300.0,105750.0,155170.0,134420.0,125660.0,168520.0,132930.0,138470.0,131040.0,135880.0,129510.0,129430.0,135570.0,132540.0,130680.0,128830.0,130160.0,126650.0,122870.0,125600.0,130260.0,131110.0,142440.0,131450.0,133260.0,124730.0,129930.0,137210.0,132130.0,140670.0,137550.0,159310.0,137520.0,153510.0,128990.0,130070.0,124870.0,133390.0,155680.0,130140.0,135970.0,123290.0,128840.0,117590.0,131670.0,130920.0,134740.0,127810.0,156100.0,127320.0,131980.0,132200.0,118670.0,132300.0,132300.0,323040.0,5640.0,710.0,7219.999999999999,3970.0,25120.0,4270.0,3750.0,1430.0,680.0,21790.0,10460.0,550.0,1750.0,9270.0,7450.0,3240.0,3780.0,4770.0,5380.0,1650.0,6710.0,8070.0,8290.0,7779.999999999999,4690.0,7709.999999999999,1260.0,2340.0,1930.0,1770.0,9950.0,1770.0,22890.0,9800.0,1290.0,15400.0,3620.0,2820.0,10670.0,1180.0,5670.0,1020.0,12150.0,25970.0,2740.0,700.0,7110.0,6700.0,2550.0,5160.0,440.0,90.0,1937.0,66.0
Schedule guest appointments.,schedule guest appointments,Schedule appointments.,Schedule appointments.,Scheduling Work and Activities,Spa Managers,spa managers,39-1021.01,Spa Managers,11-9179,11-9179.02,Personal Service Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.636304134395113,False,4.620909230769231,4.63,94.22,0.3832254757247667,0.1,E2,E2,69770.0,69770.0,69770.0,69770.0,69770.0,77840.0,83080.0,69770.0,69770.0,69770.0,61460.0,73720.0,88130.0,69770.0,63500.0,61300.0,69720.0,69770.0,69770.0,69770.0,69770.0,83990.0,69770.0,52840.0,69770.0,44600.0,69770.0,69770.0,58640.0,69770.0,69770.0,77350.0,69770.0,65150.0,73990.0,69770.0,58940.0,64810.0,64910.0,72640.0,69770.0,61100.0,69770.0,72360.0,61310.0,51500.0,99570.0,65800.0,75700.0,69770.0,104860.0,69770.0,69770.0,69770.0,69770.0,4851.0,66.0,10.0,100.0,41.0,1866.0,28.0,53.0,15.0,21.0,307.0,130.0,102.0,27.0,93.0,111.0,214.0,45.0,62.0,60.0,19.0,473.0,112.0,136.0,91.0,56.0,91.0,16.0,74.0,48.0,21.0,158.0,27.0,381.0,223.0,13.0,172.0,46.0,74.0,260.0,16.0,71.0,14.0,158.0,436.0,54.0,28.0,74.0,46.0,21.0,56.0,8.0,2.0,29.0,1.0
Schedule medical appointments for patients.,schedule medical appointments for patients,Schedule appointments.,Schedule appointments.,Scheduling Work and Activities,Medical Records and Health Information Technicians,medical records and health information technicians,29-2071.00,Medical Records Specialists,29-2072,29-2072.00,Medical Records Specialists,Health Technologists and Technicians,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0113071264295034,4.569803296119086,False,1.3967880085132258,4.112747035573123,75.66816205533597,0.423752302949667,0.1983192431886888,E2,E2,58374.28571428572,50051.83673469388,65380.0,48962.857142857145,63837.142857142855,74212.85714285714,67355.71428571429,67454.28571428571,61558.57142857143,73505.71428571429,59127.142857142855,59530.0,58358.57142857143,54677.142857142855,59157.142857142855,47155.71428571428,63480.0,53247.142857142855,48804.28571428572,53614.28571428572,51331.42857142857,61000.0,69380.0,56275.71428571428,74057.14285714286,43857.142857142855,54448.57142857143,62597.142857142855,50748.57142857143,56004.28571428572,62842.857142857145,55254.28571428572,50840.0,67548.57142857143,55358.57142857143,61232.857142857145,59707.142857142855,49924.28571428572,70670.0,52471.42857142857,67457.14285714286,50101.42857142857,55522.857142857145,55542.857142857145,60842.857142857145,62491.42857142857,64232.857142857145,55762.857142857145,61142.857142857145,53347.142857142855,72700.0,68931.42857142857,47000.40816326531,27582.85714285714,58374.28571428572,127597.14285714288,2069.8571428571427,641.4285714285714,2528.5714285714284,1552.7142857142858,11937.14285714286,1175.7142857142858,717.1428571428571,517.8571428571429,188.57142857142856,13291.428571428572,4087.142857142857,292.8571428571429,1091.4285714285716,3665.714285714286,3794.285714285714,1401.4285714285716,1421.428571428571,2971.428571428572,1575.7142857142858,657.1428571428572,1895.7142857142856,2377.1428571428573,3231.428571428572,2245.714285714286,1371.4285714285716,2621.428571428571,550.0,1048.5714285714284,1450.0,604.2857142857143,3262.8571428571427,851.4285714285714,6045.714285714285,4878.571428571428,322.8571428571429,5322.857142857143,1678.5714285714284,1745.7142857142858,4450.0,392.8571428571429,1772.857142857143,574.2857142857143,2785.714285714286,11068.571428571428,1697.857142857143,176.0,2975.714285714286,3149.9999999999995,762.8571428571429,1918.571428571429,181.42857142857144,63.142857142857146,1095.7142857142856,26.0
Schedule medical appointments for patients.,schedule medical appointments for patients,Schedule patient procedures or appointments.,Schedule appointments.,Scheduling Work and Activities,Medical Records and Health Information Technicians,medical records and health information technicians,29-2071.00,Medical Records Specialists,29-2072,29-2072.00,Medical Records Specialists,Health Technologists and Technicians,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0113071264295034,4.569803296119086,False,1.3967880085132258,4.112747035573123,75.66816205533597,0.423752302949667,0.1983192431886888,E2,E2,58374.28571428572,50051.83673469388,65380.0,48962.857142857145,63837.142857142855,74212.85714285714,67355.71428571429,67454.28571428571,61558.57142857143,73505.71428571429,59127.142857142855,59530.0,58358.57142857143,54677.142857142855,59157.142857142855,47155.71428571428,63480.0,53247.142857142855,48804.28571428572,53614.28571428572,51331.42857142857,61000.0,69380.0,56275.71428571428,74057.14285714286,43857.142857142855,54448.57142857143,62597.142857142855,50748.57142857143,56004.28571428572,62842.857142857145,55254.28571428572,50840.0,67548.57142857143,55358.57142857143,61232.857142857145,59707.142857142855,49924.28571428572,70670.0,52471.42857142857,67457.14285714286,50101.42857142857,55522.857142857145,55542.857142857145,60842.857142857145,62491.42857142857,64232.857142857145,55762.857142857145,61142.857142857145,53347.142857142855,72700.0,68931.42857142857,47000.40816326531,27582.85714285714,58374.28571428572,127597.14285714288,2069.8571428571427,641.4285714285714,2528.5714285714284,1552.7142857142858,11937.14285714286,1175.7142857142858,717.1428571428571,517.8571428571429,188.57142857142856,13291.428571428572,4087.142857142857,292.8571428571429,1091.4285714285716,3665.714285714286,3794.285714285714,1401.4285714285716,1421.428571428571,2971.428571428572,1575.7142857142858,657.1428571428572,1895.7142857142856,2377.1428571428573,3231.428571428572,2245.714285714286,1371.4285714285716,2621.428571428571,550.0,1048.5714285714284,1450.0,604.2857142857143,3262.8571428571427,851.4285714285714,6045.714285714285,4878.571428571428,322.8571428571429,5322.857142857143,1678.5714285714284,1745.7142857142858,4450.0,392.8571428571429,1772.857142857143,574.2857142857143,2785.714285714286,11068.571428571428,1697.857142857143,176.0,2975.714285714286,3149.9999999999995,762.8571428571429,1918.571428571429,181.42857142857144,63.142857142857146,1095.7142857142856,26.0
"Schedule special events, such as camps, conferences, meetings, seminars, or retreats.",schedule special events such as camps conferences meetings seminars or retreats,"Plan conferences, programs, or special events.",Plan events or programs.,"Organizing, Planning, and Prioritizing Work","Directors, Religious Activities and Education",directors religious activities and education,21-2021.00,"Directors, Religious Activities and Education",21-2021,21-2021.00,"Directors, Religious Activities and Education",Religious Workers,Community and Social Service Occupations,2026-05-31,0.0030529241359659,4.731315816378694,False,0.0789980769230769,3.97,94.95,0.0135840533405893,0.3,E1,E1,52100.0,79310.0,52100.0,57140.0,33920.0,61570.0,67760.0,47850.0,52100.0,61870.0,49230.0,72910.0,47590.0,44990.0,53600.0,58490.0,66140.0,45640.0,52230.0,29540.0,52100.0,58820.0,62930.0,45590.0,50110.0,49430.0,52980.0,45220.0,72500.0,62460.0,52100.0,65730.0,48240.0,49990.0,63280.0,52100.0,49340.0,47100.0,45360.0,55510.0,44770.0,36120.0,53360.0,61940.0,75420.0,56790.0,52100.0,59020.0,56480.0,52100.0,40180.0,52100.0,52100.0,52100.0,52100.0,22160.0,90.0,46.0,300.0,140.0,3200.0,100.0,160.0,69.0,170.0,1420.0,320.0,310.0,40.0,863.0,670.0,220.0,140.0,250.0,274.0,91.0,300.0,160.0,950.0,760.0,120.0,60.0,640.0,40.0,90.0,97.0,607.0,60.0,3550.0,260.0,61.0,740.0,110.0,1860.0,1210.0,120.0,170.0,50.0,130.0,330.0,50.0,43.0,380.0,390.0,99.0,130.0,40.0,9.0,133.0,5.0
"Search computer databases, credit reports, public records, tax or legal filings, or other resources to locate persons or to compile information for investigations.",search computer databases credit reports public records tax or legal filings or other resources to locate persons or to compile information for investigations,Examine records or other types of data to investigate criminal activities.,Investigate criminal or legal matters.,Getting Information,Private Detectives and Investigators,private detectives and investigators,33-9021.00,Private Detectives and Investigators,33-9021,33-9021.00,Private Detectives and Investigators,Other Protective Service Workers,Protective Service Occupations,2026-05-31,0.0030529241359659,4.820081496186397,False,1.5391519230769233,4.43,93.31,0.57781811068958,0.5,E2,E2,51220.0,46810.0,53440.0,61030.0,47750.0,61250.0,48730.0,75010.0,55710.0,72720.0,50640.0,45060.0,45750.0,47910.0,60210.0,41830.0,41110.0,45260.0,47650.0,41950.0,43830.0,51220.0,50240.0,48650.0,57880.0,39060.0,41600.0,47430.0,51750.0,51220.0,65370.0,54710.0,41600.0,59140.0,52890.0,44310.0,47200.0,39680.0,76480.0,51200.0,54620.0,51530.0,44840.0,49360.0,51810.0,57910.0,67910.0,56160.0,64080.0,46410.0,41850.0,54310.0,51220.0,42190.0,51220.0,35580.0,530.0,70.0,790.0,370.0,4190.0,540.0,400.0,110.0,160.0,3660.0,1460.0,70.0,210.0,1300.0,480.0,170.0,280.0,350.0,860.0,210.0,560.0,280.0,850.0,600.0,330.0,590.0,70.0,160.0,350.0,280.0,410.0,198.0,1300.0,1710.0,60.0,1560.0,370.0,610.0,1220.0,60.0,620.0,60.0,940.0,3220.0,350.0,90.0,1280.0,750.0,170.0,410.0,40.0,15.0,120.0,7.0
"Search computer databases, credit reports, public records, tax or legal filings, or other resources to locate persons or to compile information for investigations.",search computer databases credit reports public records tax or legal filings or other resources to locate persons or to compile information for investigations,Use databases to locate investigation details or other information.,Gather information from physical or electronic sources.,Getting Information,Private Detectives and Investigators,private detectives and investigators,33-9021.00,Private Detectives and Investigators,33-9021,33-9021.00,Private Detectives and Investigators,Other Protective Service Workers,Protective Service Occupations,2026-05-31,0.0030529241359659,4.820081496186397,False,1.5391519230769233,4.43,93.31,0.57781811068958,0.5,E2,E2,51220.0,46810.0,53440.0,61030.0,47750.0,61250.0,48730.0,75010.0,55710.0,72720.0,50640.0,45060.0,45750.0,47910.0,60210.0,41830.0,41110.0,45260.0,47650.0,41950.0,43830.0,51220.0,50240.0,48650.0,57880.0,39060.0,41600.0,47430.0,51750.0,51220.0,65370.0,54710.0,41600.0,59140.0,52890.0,44310.0,47200.0,39680.0,76480.0,51200.0,54620.0,51530.0,44840.0,49360.0,51810.0,57910.0,67910.0,56160.0,64080.0,46410.0,41850.0,54310.0,51220.0,42190.0,51220.0,35580.0,530.0,70.0,790.0,370.0,4190.0,540.0,400.0,110.0,160.0,3660.0,1460.0,70.0,210.0,1300.0,480.0,170.0,280.0,350.0,860.0,210.0,560.0,280.0,850.0,600.0,330.0,590.0,70.0,160.0,350.0,280.0,410.0,198.0,1300.0,1710.0,60.0,1560.0,370.0,610.0,1220.0,60.0,620.0,60.0,940.0,3220.0,350.0,90.0,1280.0,750.0,170.0,410.0,40.0,15.0,120.0,7.0
"Search electronic sources, such as databases or repositories, or manual sources for information.",search electronic sources such as databases or repositories or manual sources for information,Retrieve information from electronic sources.,Gather information from physical or electronic sources.,Getting Information,Document Management Specialists,document management specialists,15-1199.12,Document Management Specialists,15-1299,15-1299.03,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,6.467676317675978,4.8719588926174495,False,1.3923523076923077,3.41,85.0,0.3197597247203155,0.3,E2,E2,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,123033.0,4459.0,1204.0,5510.0,1899.0,135900.0,20008.0,5256.0,860.0,29164.0,13710.0,34980.0,3527.0,1763.0,18923.0,5663.0,6528.0,2272.0,1850.0,8512.0,900.0,32318.0,10462.0,12615.0,7087.0,2459.0,14340.0,916.0,3866.0,4425.0,1645.0,20364.0,2798.0,11460.0,25586.0,1238.0,6150.0,5629.0,4154.0,14580.0,1407.0,7291.0,240.0,18533.0,96681.0,11326.0,2238.0,28825.0,24348.0,5731.0,7935.0,288.0,475.0,1492.0,68.0
"Search employee files to obtain information for authorized persons and organizations, such as credit bureaus and finance companies.",search employee files to obtain information for authorized persons and organizations such as credit bureaus and finance companies,"Search files, databases or reference materials to obtain needed information.",Gather information from physical or electronic sources.,Getting Information,"Human Resources Assistants, Except Payroll and Timekeeping",human resources assistants except payroll and timekeeping,43-4161.00,"Human Resources Assistants, Except Payroll and Timekeeping",43-4161,43-4161.00,"Human Resources Assistants, Except Payroll and Timekeeping",Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,5.0,False,0.5922988461538461,3.45,78.77,0.0368770330551246,0.1,E2,E2,50610.0,42140.0,56510.0,47890.0,46190.0,57590.0,54880.0,54130.0,50850.0,59050.0,48330.0,46830.0,49260.0,51770.0,48310.0,47850.0,48490.0,49630.0,50400.0,47490.0,49710.0,56880.0,55840.0,48250.0,54520.0,44780.0,47960.0,50070.0,47130.0,47900.0,51400.0,54410.0,49650.0,52920.0,48190.0,53000.0,48310.0,44950.0,53550.0,48800.0,56370.0,45300.0,45150.0,45760.0,47540.0,45790.0,51810.0,51950.0,57390.0,42990.0,48690.0,49660.0,35990.0,29080.0,50610.0,90220.0,960.0,260.0,1490.0,720.0,11490.0,1660.0,910.0,290.0,610.0,3210.0,2510.0,450.0,280.0,4140.0,1870.0,920.0,660.0,1240.0,750.0,490.0,1480.0,1400.0,1890.0,3380.0,1010.0,1090.0,140.0,440.0,1390.0,470.0,4000.0,620.0,8800.0,2790.0,110.0,2770.0,600.0,1050.0,2700.0,150.0,1190.0,190.0,3930.0,5890.0,700.0,140.0,2160.0,2350.0,480.0,1890.0,90.0,100.0,1050.0,18.0
"Search for specific sets of stored, typed characters to make changes.",search for specific sets of stored typed characters to make changes,"Search files, databases or reference materials to obtain needed information.",Gather information from physical or electronic sources.,Getting Information,Word Processors and Typists,word processors and typists,43-9022.00,Word Processors and Typists,43-9022,43-9022.00,Data Entry and Information Processing Workers,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0565356321475172,4.723699182786802,False,1.372158846153846,3.83,70.34,0.0852576275937198,0.1,E2,E1,49280.0,46860.0,49280.0,42070.0,43010.0,56380.0,57550.0,49250.0,45480.0,49180.0,35770.0,31450.0,40060.0,49930.0,45490.0,39520.0,43210.0,49280.0,49280.0,49280.0,49280.0,47110.0,53740.0,47970.0,51550.0,49280.0,37440.0,49280.0,47080.0,41290.0,49280.0,49520.0,46400.0,48400.0,49280.0,49280.0,48670.0,43710.0,52420.0,41000.0,47040.0,42840.0,49280.0,49750.0,47720.0,49280.0,49280.0,46130.0,46110.0,36060.0,48540.0,49280.0,49280.0,32270.0,49280.0,35010.0,70.0,73.0,725.0,40.0,10270.0,59.99999999999999,170.0,50.0,120.0,1000.0,1094.0,270.0,59.99999999999999,490.0,120.0,360.0,322.0,160.0,433.0,143.0,210.0,350.0,520.0,210.0,260.0,260.0,114.0,80.0,170.0,153.0,3560.0000000000005,59.99999999999999,12340.0,1105.0,96.0,310.0,40.0,40.0,1170.0,120.0,30.0,102.0,90.0,290.0,388.0,68.0,290.0,140.0,80.0,180.0,62.99999999999999,14.999999999999998,1700.0,7.0
"Search standard reference materials, including online sources and the Internet, to answer patrons' reference questions.",search standard reference materials including online sources and the internet to answer patrons reference questions,Search information sources to find specific data.,Gather information from physical or electronic sources.,Getting Information,Librarians,librarians,25-4021.00,Librarians and Media Collections Specialists,25-4022,25-4022.00,Librarians and Media Collections Specialists,"Librarians, Curators, and Archivists",Educational Instruction and Library Occupations,2026-05-31,1.1080983900913388,4.659116302691722,False,2.2136034615384617,4.14,86.92,0.1531048013144896,0.1,E2,E2,68270.0,64650.0,78810.0,60500.0,56800.0,89790.0,76480.0,79210.0,77700.0,96550.0,67060.0,76750.0,68270.0,54130.0,62700.0,53500.0,58440.0,61900.0,65200.0,60650.0,59540.0,88570.0,78540.0,60010.0,77650.0,56970.0,58700.0,63870.0,64060.0,84540.0,63580.0,78380.0,62530.0,78590.0,61420.0,62830.0,60630.0,58180.0,78070.0,62880.0,75860.0,62640.0,51210.0,62090.0,71860.0,53730.0,62360.0,77430.0,100030.0,42980.0,66870.0,46530.0,68270.0,51610.0,68270.0,133790.0,2750.0,350.0,1990.0,1490.0,10180.0,1990.0,2550.0,370.0,960.0,6670.0,3330.0,300.0,650.0,5390.0,1920.0,1770.0,1620.0,1980.0,2130.0,780.0,3220.0,4980.0,3940.0,2220.0,1060.0,2970.0,640.0,1200.0,610.0,1150.0,4100.0,580.0,11870.0,4010.0,570.0,4820.0,1820.0,1690.0,5050.0,780.0,2130.0,490.0,2540.0,9150.0,1630.0,600.0,4590.0,2750.0,610.0,2450.0,440.0,57.0,1310.0,27.0
Seek and provide information to help companies determine their position in the marketplace.,seek and provide information to help companies determine their position in the marketplace,Gather organizational performance information.,Gather data about operational or development activities.,Getting Information,Market Research Analysts and Marketing Specialists,market research analysts and marketing specialists,13-1161.00,Market Research Analysts and Marketing Specialists,13-1161,13-1161.00,Market Research Analysts and Marketing Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.874873044891326,False,0.2578665384615384,3.96,100.0,0.0694548227194492,0.4,E2,E2,78760.0,59530.0,66710.0,71940.0,65430.0,94700.0,93050.0,77740.0,101270.0,98090.0,75450.0,75850.0,59390.0,60970.0,79120.0,63700.0,66390.0,70430.0,61480.0,59690.0,71980.0,76370.0,101810.0,66780.0,87510.0,56640.0,70140.0,68080.0,60000.0,71840.0,64570.0,88190.0,61950.0,98580.0,78410.0,61580.0,72790.0,61940.0,79150.0,68760.0,86240.0,69440.0,63490.0,69790.0,72520.0,62630.0,74880.0,76980.0,95120.0,52340.0,64800.0,60990.0,42240.0,39330.0,59990.0,449790.0,7277.0,494.0,13748.0,5421.0,103277.0,24182.0,8613.0,3570.0,5499.0,60769.99999999999,27810.0,1396.0,3279.0,35180.0,14400.000000000002,7702.0,8090.0,5456.0,4649.0,2073.0,11770.0,34443.0,21008.0,18457.0,2272.0,12915.0,1266.0,3279.0,5013.0,3643.0,19941.0,1396.0,69823.0,30700.0,1344.0,23740.0,5742.0,9810.0,31040.000000000004,2784.0,10339.0,1327.0,11310.0,54947.0,14509.999999999998,860.0,22213.0,21216.0,1431.0,13531.0,737.0,69.0,2099.0,78.0
Seek new ways to improve efficiency and increase profits.,seek new ways to improve efficiency and increase profits,Identify opportunities to improve operational efficiency.,Identify business or organizational opportunities.,"Identifying Objects, Actions, and Events",Budget Analysts,budget analysts,13-2031.00,Budget Analysts,13-2031,13-2031.00,Budget Analysts,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.9001,False,0.2977680769230769,3.36,97.46,0.0224182942441168,0.1,E2,E2,91640.0,99490.0,94740.0,84810.0,71800.0,99520.0,97100.0,95440.0,82000.0,124590.0,84170.0,91870.0,92380.0,83220.0,94880.0,82080.0,86550.0,80140.0,76860.0,80530.0,88130.0,106020.0,92260.0,96430.0,85970.0,78850.0,81980.0,79700.0,83010.0,81600.0,92600.0,96250.0,87360.0,88540.0,82350.0,77400.0,89840.0,80990.0,95250.0,84240.0,92790.0,86260.0,79180.0,86570.0,82970.0,88610.0,93430.0,105470.0,96640.0,78850.0,82180.0,81100.0,67200.0,50560.0,64990.0,47160.0,870.0,220.0,730.0,320.0,4160.0,1290.0,970.0,260.0,1490.0,3150.0,1900.0,210.0,190.0,750.0,390.0,390.0,270.0,630.0,330.0,200.0,2490.0,1280.0,1020.0,450.0,390.0,520.0,360.0,200.0,440.0,80.0,840.0,740.0,2760.0,1830.0,150.0,800.0,670.0,1090.0,1490.0,90.0,470.0,120.0,1140.0,3340.0,280.0,90.0,2730.0,1510.0,180.0,820.0,80.0,70.0,370.0,50.0
Seek out new clients and develop clientele by networking to find new customers and generate lists of prospective clients.,seek out new clients and develop clientele by networking to find new customers and generate lists of prospective clients,Identify potential customers.,Identify business or organizational opportunities.,"Identifying Objects, Actions, and Events",Insurance Sales Agents,insurance sales agents,41-3021.00,Insurance Sales Agents,41-3021,41-3021.00,Insurance Sales Agents,"Sales Representatives, Services",Sales and Related Occupations,2026-05-31,0.0030529241359659,4.909090909090909,False,1.0914980769230769,4.14,95.5,0.5383105782638413,0.6,E0,E2,62280.0,65510.0,50500.0,61560.0,56720.0,76120.0,68730.0,74840.0,46710.0,84530.0,59790.0,61850.0,64170.0,58510.0,64280.0,61360.0,60140.0,60370.0,60880.0,55440.0,62920.0,58300.0,79300.0,61900.0,78640.0,47930.0,58990.0,62040.0,61590.0,49100.0,74370.0,81640.0,45180.0,78110.0,58710.0,71220.0,61260.0,47920.0,61680.0,73370.0,79930.0,61350.0,71990.0,57120.0,51180.0,61230.0,70720.0,60520.0,61040.0,45480.0,79450.0,71830.0,37010.0,36250.0,62550.0,479100.0,7430.0,540.0,11870.0,4580.0,41160.0,9530.0,5230.0,1220.0,2148.0,47560.0,18030.0,1070.0,3200.0,16360.0,10440.0,6840.0,6360.0,6210.0,7100.0,2240.0,5700.0,9940.0,12160.0,10010.0,3210.0,10030.0,2090.0,6160.0,4200.0,2320.0,11370.0,2200.0,22420.0,20540.0,1460.0,16250.0,5310.0,5370.0,19390.0,1700.0,8220.0,1870.0,7610.0,47060.0,4620.0,730.0,9480.0,10500.0,1430.0,7860.0,850.0,70.0,2650.0,60.0
Seek out new clients and develop clientele by networking to find new customers and generate lists of prospective clients.,seek out new clients and develop clientele by networking to find new customers and generate lists of prospective clients,Develop professional relationships or networks.,Develop professional relationships or networks.,Establishing and Maintaining Interpersonal Relationships,Insurance Sales Agents,insurance sales agents,41-3021.00,Insurance Sales Agents,41-3021,41-3021.00,Insurance Sales Agents,"Sales Representatives, Services",Sales and Related Occupations,2026-05-31,0.0030529241359659,4.909090909090909,False,1.0914980769230769,4.14,95.5,0.5383105782638413,0.6,E0,E2,62280.0,65510.0,50500.0,61560.0,56720.0,76120.0,68730.0,74840.0,46710.0,84530.0,59790.0,61850.0,64170.0,58510.0,64280.0,61360.0,60140.0,60370.0,60880.0,55440.0,62920.0,58300.0,79300.0,61900.0,78640.0,47930.0,58990.0,62040.0,61590.0,49100.0,74370.0,81640.0,45180.0,78110.0,58710.0,71220.0,61260.0,47920.0,61680.0,73370.0,79930.0,61350.0,71990.0,57120.0,51180.0,61230.0,70720.0,60520.0,61040.0,45480.0,79450.0,71830.0,37010.0,36250.0,62550.0,479100.0,7430.0,540.0,11870.0,4580.0,41160.0,9530.0,5230.0,1220.0,2148.0,47560.0,18030.0,1070.0,3200.0,16360.0,10440.0,6840.0,6360.0,6210.0,7100.0,2240.0,5700.0,9940.0,12160.0,10010.0,3210.0,10030.0,2090.0,6160.0,4200.0,2320.0,11370.0,2200.0,22420.0,20540.0,1460.0,16250.0,5310.0,5370.0,19390.0,1700.0,8220.0,1870.0,7610.0,47060.0,4620.0,730.0,9480.0,10500.0,1430.0,7860.0,850.0,70.0,2650.0,60.0
"Select and edit documents for publication and display, applying knowledge of subject, literary expression, and presentation techniques.",select and edit documents for publication and display applying knowledge of subject literary expression and presentation techniques,Edit documents.,Edit written materials or documents.,Making Decisions and Solving Problems,Archivists,archivists,25-4011.00,Archivists,25-4011,25-4011.00,"Archivists, Curators, and Museum Technicians","Librarians, Curators, and Archivists",Educational Instruction and Library Occupations,2026-05-31,0.0565356321475172,4.763055895552836,True,0.1563453846153846,3.1,100.0,0.0529588060570762,0.4,E1,E2,64550.0,57860.0,64550.0,47010.0,58560.0,70530.0,59210.0,79790.0,53890.0,93040.0,52100.0,59010.0,64550.0,58370.0,59340.0,54220.0,59010.0,49200.0,48810.0,59070.0,56260.0,76440.0,78180.0,63890.0,65740.0,64550.0,60020.0,64550.0,64550.0,64550.0,61410.0,67900.0,64550.0,73860.0,55370.0,64550.0,58790.0,51940.0,61880.0,60690.0,76990.0,52810.0,64550.0,53210.0,50160.0,56660.0,64550.0,64550.0,76490.0,64550.0,59400.0,64550.0,64550.0,40900.0,64550.0,7970.0,100.0,17.0,165.0,40.0,1160.0,70.0,160.0,50.0,200.0,100.0,150.0,32.0,30.0,200.0,70.0,40.0,30.0,40.0,50.0,60.0,660.0,270.0,160.0,90.0,59.0,150.0,26.0,52.0,79.0,50.0,70.0,44.0,960.0,130.0,22.0,150.0,80.0,70.0,360.0,40.0,60.0,23.0,110.0,490.0,80.0,15.0,209.0,640.0,36.0,220.0,14.0,3.0,30.0,2.0
Select appropriate curricula or class structures for educational programs.,select appropriate curricula or class structures for educational programs,Develop educational programs.,"Develop educational programs, plans, or procedures.",Thinking Creatively,"Directors, Religious Activities and Education",directors religious activities and education,21-2021.00,"Directors, Religious Activities and Education",21-2021,21-2021.00,"Directors, Religious Activities and Education",Religious Workers,Community and Social Service Occupations,2026-05-31,0.0030529241359659,4.660257069408741,False,0.1992076923076923,4.13,90.38,0.0430265663130035,0.3,E2,E2,52100.0,79310.0,52100.0,57140.0,33920.0,61570.0,67760.0,47850.0,52100.0,61870.0,49230.0,72910.0,47590.0,44990.0,53600.0,58490.0,66140.0,45640.0,52230.0,29540.0,52100.0,58820.0,62930.0,45590.0,50110.0,49430.0,52980.0,45220.0,72500.0,62460.0,52100.0,65730.0,48240.0,49990.0,63280.0,52100.0,49340.0,47100.0,45360.0,55510.0,44770.0,36120.0,53360.0,61940.0,75420.0,56790.0,52100.0,59020.0,56480.0,52100.0,40180.0,52100.0,52100.0,52100.0,52100.0,22160.0,90.0,46.0,300.0,140.0,3200.0,100.0,160.0,69.0,170.0,1420.0,320.0,310.0,40.0,863.0,670.0,220.0,140.0,250.0,274.0,91.0,300.0,160.0,950.0,760.0,120.0,60.0,640.0,40.0,90.0,97.0,607.0,60.0,3550.0,260.0,61.0,740.0,110.0,1860.0,1210.0,120.0,170.0,50.0,130.0,330.0,50.0,43.0,380.0,390.0,99.0,130.0,40.0,9.0,133.0,5.0
"Select electronics equipment, components, or systems to meet functional specifications.",select electronics equipment components or systems to meet functional specifications,"Select tools, equipment, or technologies for use in operations or projects.",Select materials or equipment for operations or projects.,Making Decisions and Solving Problems,Electrical and Electronic Engineering Technicians,electrical and electronic engineering technicians,17-3023.00,Electrical and Electronic Engineering Technologists and Technicians,17-3023,17-3023.00,"Engineering Technologists and Technicians, Except Drafters","Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.939000000000001,False,1.2449003846153848,3.62,100.0,0.0905050129629629,0.1,E2,E2,78190.0,74500.0,92760.0,77960.0,69960.0,86090.0,77440.0,81390.0,67360.0,97620.0,73190.0,78070.0,96200.0,77170.0,85510.0,70540.0,74840.0,70310.0,64120.0,82990.0,83440.0,95830.0,77710.0,74800.0,78280.0,81180.0,72120.0,82050.0,65490.0,88160.0,74560.0,85510.0,96070.0,77040.0,76040.0,80930.0,63300.0,80880.0,77990.0,76070.0,98600.0,73450.0,58340.0,63750.0,74050.0,72670.0,74760.0,79540.0,93930.0,85440.0,71880.0,99840.0,75360.0,44590.0,78190.0,95130.0,1620.0,230.0,2260.0,310.0,13450.0,1410.0,1190.0,130.0,240.0,4710.0,1630.0,460.0,650.0,1980.0,1800.0,880.0,770.0,1060.0,1000.0,270.0,2170.0,4030.0,2350.0,1540.0,650.0,1390.0,140.0,710.0,1140.0,590.0,2250.0,1000.0,4390.0,2490.0,120.0,3260.0,1170.0,1920.0,3470.0,290.0,2060.0,200.0,1820.0,8960.0,1420.0,300.0,4670.0,2540.0,300.0,1520.0,200.0,50.0,660.0,20.0
"Select local, state, national, and international news items received from wire services, based on assessment of items' significance and interest value.",select local state national and international news items received from wire services based on assessment of items significance and interest value,Determine presentation subjects or content.,"Develop news, entertainment, or artistic content.",Thinking Creatively,Editors,editors,27-3041.00,Editors,27-3041,27-3041.00,Writers and Editors,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0113071264295034,4.9701,False,2.8331065384615384,3.93,62.87,0.1766464727557052,0.1,E1,E2,77920.0,63330.0,63630.0,63090.0,50180.0,98030.0,77870.0,85950.0,75020.0,83920.0,73950.0,76650.0,55070.0,77920.0,76060.0,56440.0,57200.0,61920.0,59430.0,58860.0,50180.0,75550.0,83170.0,63090.0,62650.0,54380.0,61620.0,61750.0,46320.0,72510.0,66510.0,81680.0,64250.0,101480.0,73740.0,60520.0,72160.0,50780.0,71540.0,63460.0,77960.0,62000.0,56730.0,59550.0,45950.0,65040.0,66860.0,80590.0,77850.0,56630.0,64270.0,46710.0,77920.0,39640.0,77920.0,91690.0,530.0,60.0,820.0,260.0,14830.0,1830.0,1050.0,170.0,3310.0,3790.0,1920.0,100.0,230.0,4560.0,830.0,900.0,500.0,490.0,330.0,300.0,1850.0,3100.0,1690.0,1970.0,290.0,880.0,200.0,360.0,909.0,250.0,2120.0,230.0,16800.0,1870.0,200.0,1800.0,500.0,1110.0,3240.0,340.0,500.0,140.0,1390.0,6460.0,590.0,240.0,2720.0,1860.0,260.0,1510.0,110.0,39.0,300.0,19.0
"Select material most pertinent to presentation, and organize this material into appropriate formats.",select material most pertinent to presentation and organize this material into appropriate formats,Determine presentation subjects or content.,"Develop news, entertainment, or artistic content.",Thinking Creatively,Broadcast News Analysts,broadcast news analysts,27-3021.00,"News Analysts, Reporters, and Journalists",27-3023,27-3023.00,"News Analysts, Reporters and Journalists",Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.9837199993668008,4.904428904428904,False,4.020806153846154,4.5,94.95,0.3310335269835031,0.1,E1,E2,62200.0,43440.0,43820.0,43100.0,37450.0,62200.0,60770.0,61620.0,55600.0,105390.0,58730.0,81910.0,56730.0,51190.0,60590.0,47610.0,43540.0,45870.0,47530.0,50750.0,50090.0,63680.0,62200.0,62760.0,46490.0,45240.0,46920.0,47960.0,40420.0,78550.0,48450.0,59830.0,54610.0,100770.0,58670.0,43420.0,47880.0,48210.0,49200.0,62200.0,74570.0,47940.0,43520.0,62390.0,48470.0,61880.0,46970.0,62140.0,54760.0,35280.0,57530.0,36040.0,62200.0,44870.0,62200.0,39250.0,530.0,90.0,450.0,260.0,4140.0,590.0,470.0,70.0,1720.0,2490.0,1520.0,120.0,220.0,1060.0,530.0,590.0,400.0,370.0,410.0,250.00000000000003,580.0,810.0,960.0,510.0,310.0,480.0,290.0,350.0,370.0,90.0,500.00000000000006,170.0,5750.0,930.0,160.0,1340.0,400.0,410.0,1160.0,150.0,480.0,190.0,600.0,2670.0,240.0,90.0,1110.0,880.0,190.0,740.0,80.0,17.0,220.0,8.0
Select material quantities or processing methods needed to achieve efficient production.,select material quantities or processing methods needed to achieve efficient production,Determine operational methods.,Determine operational methods or procedures.,Making Decisions and Solving Problems,Industrial Engineering Technicians,industrial engineering technicians,17-3026.00,Industrial Engineering Technologists and Technicians,17-3026,17-3026.00,"Engineering Technologists and Technicians, Except Drafters","Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.5789,False,0.6634380769230769,3.407777777777778,69.135,0.2333333333333333,2.257005697765359,E1,E2,66120.0,66510.0,66120.0,66040.0,62210.0,79070.0,66850.0,69260.0,66120.0,66120.0,61350.0,65060.0,66120.0,63150.0,71090.0,63110.0,64410.0,61000.0,61140.0,66120.0,63070.0,79090.0,71830.0,64510.0,70490.0,50180.0,62440.0,60330.0,59970.0,61470.0,69650.0,72890.0,61280.0,70290.0,69720.0,64060.0,65490.0,79330.0,75760.0,65260.0,59420.0,70080.0,54570.0,58070.0,62020.0,67490.0,72410.0,66310.0,78430.0,57240.0,65270.0,66120.0,66120.0,46470.0,66120.0,33528.0,896.0,70.0,1846.0,293.0,5067.0,825.0,595.0,104.0,150.0,2760.0,1633.0,134.0,266.0,2005.0,2272.0,630.0,506.0,1180.0,728.0,275.0,435.0,1837.0,4800.0,4774.0,249.0,1083.0,80.0,213.0,878.0,550.0,816.0,426.0,3629.0,1721.0,89.0,4738.0,666.0,807.0,1588.0,151.0,2130.0,275.0,2351.0,4490.0,1242.0,98.0,1127.0,932.0,124.0,2360.0,60.0,14.0,887.0,7.0
Select material quantities or processing methods needed to achieve efficient production.,select material quantities or processing methods needed to achieve efficient production,Select project materials.,Select materials or equipment for operations or projects.,Making Decisions and Solving Problems,Industrial Engineering Technicians,industrial engineering technicians,17-3026.00,Industrial Engineering Technologists and Technicians,17-3026,17-3026.00,"Engineering Technologists and Technicians, Except Drafters","Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.5789,False,0.6634380769230769,3.407777777777778,69.135,0.2333333333333333,2.257005697765359,E1,E2,66120.0,66510.0,66120.0,66040.0,62210.0,79070.0,66850.0,69260.0,66120.0,66120.0,61350.0,65060.0,66120.0,63150.0,71090.0,63110.0,64410.0,61000.0,61140.0,66120.0,63070.0,79090.0,71830.0,64510.0,70490.0,50180.0,62440.0,60330.0,59970.0,61470.0,69650.0,72890.0,61280.0,70290.0,69720.0,64060.0,65490.0,79330.0,75760.0,65260.0,59420.0,70080.0,54570.0,58070.0,62020.0,67490.0,72410.0,66310.0,78430.0,57240.0,65270.0,66120.0,66120.0,46470.0,66120.0,33528.0,896.0,70.0,1846.0,293.0,5067.0,825.0,595.0,104.0,150.0,2760.0,1633.0,134.0,266.0,2005.0,2272.0,630.0,506.0,1180.0,728.0,275.0,435.0,1837.0,4800.0,4774.0,249.0,1083.0,80.0,213.0,878.0,550.0,816.0,426.0,3629.0,1721.0,89.0,4738.0,666.0,807.0,1588.0,151.0,2130.0,275.0,2351.0,4490.0,1242.0,98.0,1127.0,932.0,124.0,2360.0,60.0,14.0,887.0,7.0
Select materials needed to complete work assignments.,select materials needed to complete work assignments,Select resources needed to accomplish tasks.,Select materials or equipment for operations or projects.,Making Decisions and Solving Problems,Data Entry Keyers,data entry keyers,43-9021.00,Data Entry Keyers,43-9021,43-9021.00,Data Entry and Information Processing Workers,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0226142528590069,4.9833,True,3.802059230769231,4.38,82.29,0.2792092370210145,0.1,E2,E1,41340.0,35130.0,40700.0,43200.0,33860.0,47010.0,43910.0,38560.0,37810.0,55170.0,38880.0,41270.0,47630.0,42810.0,42840.0,40550.0,43640.0,38290.0,36870.0,36920.0,48190.0,38970.0,47560.0,38080.0,44280.0,34540.0,41340.0,42340.0,39600.0,39260.0,43440.0,42470.0,49810.0,44860.0,39610.0,48300.0,40220.0,38590.0,41340.0,38810.0,44980.0,38070.0,34320.0,40490.0,38880.0,47180.0,43280.0,38900.0,47480.0,35900.0,38170.0,45870.0,25730.0,23940.0,33280.0,127080.0,1060.0,160.0,3420.0,1000.0,14520.0,1190.0,1290.0,410.0,200.0,7650.0,3410.0,210.0,540.0,5910.0,2370.0,1180.0,1210.0,2020.0,1800.0,140.0,1850.0,1590.0,3290.0,1360.0,530.0,2720.0,300.0,1260.0,800.0,790.0,4940.0,300.0,9470.0,3330.0,110.0,4530.0,1290.0,1840.0,5270.0,270.0,1490.0,30.0,2360.0,17850.0,2140.0,290.0,2890.0,1360.0,660.0,2360.0,140.0,100.0,2000.0,70.0
"Select or assist customers in selecting products based on customer needs, product specifications, and applicable regulations.",select or assist customers in selecting products based on customer needs product specifications and applicable regulations,Recommend products or services to customers.,Advise others on products or services.,Providing Consultation and Advice to Others,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",sales representatives wholesale and manufacturing technical and scientific products,41-4011.00,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",41-4011,41-4011.00,"Sales Representatives, Wholesale and Manufacturing","Sales Representatives, Wholesale and Manufacturing",Sales and Related Occupations,2026-05-31,0.0113071264295034,4.739557739557741,False,1.455330769230769,3.87,80.6,0.1014506970443123,0.1,E1,E2,104920.0,87140.0,77080.0,100620.0,71830.0,124220.0,135000.0,98000.0,107830.0,92940.0,107700.0,128850.0,126110.0,101390.0,107570.0,102910.0,103380.0,130850.0,97640.0,124200.0,101850.0,95040.0,118980.0,125650.0,103000.0,74990.0,94840.0,83610.0,84400.0,98500.0,97960.0,131360.0,87310.0,129410.0,125370.0,102720.0,108370.0,72480.0,113830.0,103790.0,117670.0,111190.0,104920.0,94450.0,99080.0,104920.0,95900.0,128270.0,127390.0,97230.0,78480.0,100850.0,104920.0,62160.0,104920.0,228895.0,4469.0,707.0,14242.0,2443.0,44348.0,6671.0,4790.0,1543.0,964.0,31891.0,9162.0,868.0,3022.0,11814.0,7024.0,4147.0,3922.0,6703.0,3761.0,937.0,10175.0,18726.0,14692.0,7973.0,1302.0,8134.0,1109.0,2733.0,3022.0,4276.0,9002.0,1575.0,16878.0,19273.0,820.0,15865.0,6381.0,4887.0,11557.0,852.0,6044.0,2781.0,13325.0,71369.0,6317.0,659.0,9741.0,16010.0,1222.0,5449.0,450.0,98.0,1736.0,47.0
Select performers for roles or submit lists of suitable performers to producers or directors for final selection.,select performers for roles or submit lists of suitable performers to producers or directors for final selection,"Select staff, team members, or performers.",Perform recruiting or hiring activities.,Staffing Organizational Units,Talent Directors,talent directors,27-2012.04,Talent Directors,27-2012,27-2012.04,"Actors, Producers, and Directors","Entertainers and Performers, Sports and Related Workers","Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.9333,False,1.103621923076923,4.33,91.93,0.3869995521504478,0.4714434556176637,E0,E2,90360.0,63340.0,54060.0,67320.0,38820.0,129790.0,78060.0,88260.0,72650.0,104270.0,79920.0,79950.0,66190.0,61150.0,81080.0,59870.0,58550.0,60600.0,54550.0,62920.0,71320.0,79350.0,80970.0,65720.0,76360.0,48100.0,66460.0,52580.0,52580.0,78480.0,61560.0,119840.0,90360.0,107550.0,63700.0,57870.0,69350.0,61600.0,87460.0,75460.0,84250.0,56030.0,60260.0,73020.0,71710.0,76350.0,55660.0,65900.0,81550.0,46660.0,66390.0,60420.0,90360.0,48820.0,90360.0,47706.66666666666,1480.0,228.0,2448.0,996.0,48543.0,2789.0,3131.0,213.0,3757.0,10190.0,7130.0,726.0,541.0,4511.0,2106.0,1025.0,598.0,1352.0,1252.0,569.0,2291.0,4896.0,3287.0,1978.0,555.0,2320.0,555.0,669.0,2320.0,427.0,4227.0,740.0,39833.0,4981.0,242.0,2291.0,1096.0,2334.0,5977.0,797.0,1694.0,242.0,4156.0,9407.0,2377.0,413.0,4013.0,3230.0,327.0,2277.0,185.0,28.0,370.0,14.0
"Select photographs, drawings, sketches, diagrams, and charts to illustrate material.",select photographs drawings sketches diagrams and charts to illustrate material,Determine presentation subjects or content.,"Develop news, entertainment, or artistic content.",Thinking Creatively,Technical Writers,technical writers,27-3042.00,Technical Writers,27-3042,27-3042.00,Writers and Editors,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0226142528590069,4.8415,False,1.6534676923076923,4.01,91.92,0.1229962167023545,0.1,E1,E2,90390.0,85840.0,83200.0,79780.0,61180.0,104000.0,100610.0,101870.0,90370.0,117810.0,86240.0,73070.0,90390.0,90390.0,88700.0,75510.0,66520.0,73550.0,81070.0,63790.0,90390.0,100990.0,109200.0,85270.0,83270.0,65220.0,80840.0,75070.0,90390.0,88750.0,96300.0,122320.0,94970.0,98310.0,86320.0,72990.0,76480.0,69760.0,84000.0,87620.0,102360.0,82540.0,63350.0,79550.0,82750.0,80270.0,87860.0,93600.0,104070.0,90390.0,80030.0,90390.0,90390.0,46950.0,90390.0,45500.0,630.0,130.0,730.0,150.0,5280.0,1320.0,770.0,80.0,440.0,2550.0,1680.0,30.0,430.0,1040.0,540.0,640.0,480.0,340.0,320.0,310.0,1780.0,1850.0,970.0,910.0,70.0,500.0,160.0,190.0,230.0,230.0,1550.0,420.0,1610.0,2860.0,70.0,1350.0,600.0,590.0,1330.0,150.0,700.0,70.0,480.0,3340.0,570.0,60.0,2280.0,1620.0,130.0,910.0,30.0,19.0,60.0,9.0
"Select plays, scripts, books, news content, or ideas to be produced.",select plays scripts books news content or ideas to be produced,Determine presentation subjects or content.,"Develop news, entertainment, or artistic content.",Thinking Creatively,Producers and Directors,producers and directors,27-2012.00,Producers and Directors,27-2012,27-2012.00,"Actors, Producers, and Directors","Entertainers and Performers, Sports and Related Workers","Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.411646373742721,False,1.4158264387464388,3.843333333333333,68.21407407407408,0.2333333333333333,0.4197242274969991,E1,E2,90360.0,63340.0,54060.0,67320.0,38820.0,129790.0,78060.0,88260.0,72650.0,104270.0,79920.0,79950.0,66190.0,61150.0,81080.0,59870.0,58550.0,60600.0,54550.0,62920.0,71320.0,79350.0,80970.0,65720.0,76360.0,48100.0,66460.0,52580.0,52580.0,78480.0,61560.0,119840.0,90360.0,107550.0,63700.0,57870.0,69350.0,61600.0,87460.0,75460.0,84250.0,56030.0,60260.0,73020.0,71710.0,76350.0,55660.0,65900.0,81550.0,46660.0,66390.0,60420.0,90360.0,48820.0,90360.0,47706.66666666666,639.0,98.0,1057.0,430.0,20964.0,1205.0,1352.0,92.0,1623.0,4400.0,3079.0,313.0,234.0,1948.0,910.0,443.0,258.0,584.0,541.0,246.0,989.0,2114.0,1420.0,854.0,240.0,1002.0,240.0,289.0,1002.0,184.0,1825.0,320.0,17202.0,2151.0,104.0,989.0,473.0,1008.0,2581.0,344.0,731.0,104.0,1795.0,4062.0,1026.0,178.0,1733.0,1395.0,141.0,983.0,80.0,12.0,160.0,6.0
"Select program content, in conjunction with producers and assistants, based on factors such as program specialties, audience tastes, or requests from the public.",select program content in conjunction with producers and assistants based on factors such as program specialties audience tastes or requests from the public,Determine presentation subjects or content.,"Develop news, entertainment, or artistic content.",Thinking Creatively,Radio and Television Announcers,radio and television announcers,27-3011.00,Broadcast Announcers and Radio Disc Jockeys,27-3011,27-3011.00,Broadcast Announcers and Radio Disc Jockeys,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.773524034842456,False,2.327734230769231,4.14,83.16,0.1747140540266812,0.1,E1,E2,47340.0,38530.0,44790.0,47930.0,36160.0,47340.0,50660.0,47340.0,47340.0,47340.0,56360.0,42020.0,51030.0,46940.0,46720.0,61760.0,37090.0,35130.0,36170.0,33020.0,44000.0,74480.0,60200.0,46640.0,43530.0,34040.0,45460.0,35000.0,45020.0,60460.0,46000.0,70800.0,38940.0,81310.0,47910.0,38500.0,42440.0,36110.0,46190.0,52080.0,55110.0,30960.0,40630.0,48290.0,49050.0,46080.0,35220.0,44400.0,44420.0,35400.0,40630.0,36760.0,47340.0,22970.0,47340.0,21240.0,300.0,80.0,410.0,300.0,1620.0,310.0,290.0,66.0,70.0,990.0,490.0,140.0,50.0,770.0,1040.0,320.0,440.0,340.0,190.0,170.0,290.0,280.0,650.0,750.0,160.0,470.0,130.0,280.0,160.0,70.0,190.0,190.0,1460.0,830.0,180.0,910.0,300.0,240.0,830.0,90.0,150.0,230.0,970.0,960.0,190.0,110.0,460.0,620.0,130.0,580.0,50.0,9.0,150.0,4.0
"Select programming languages, design tools, or applications.",select programming languages design tools or applications,Design websites or web applications.,Design computer or information systems or applications.,Thinking Creatively,Web Developers,web developers,15-1134.00,Web Developers,15-1254,15-1254.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0015264620679829,4.7746,False,1.195035,4.17,100.0,0.0963030524988082,0.1,E2,E1,98992.64705882352,72653.81487889274,83517.34429065743,88434.70588235294,77620.8910034602,128812.9411764706,91499.11764705884,90808.5294117647,86000.58823529411,110755.88235294116,87110.57958477509,97867.35294117648,98992.64705882352,70885.29411764706,85317.35294117648,71124.11764705883,66920.29411764706,71930.29411764706,79483.82352941176,76087.05882352941,98992.64705882352,103787.9411764706,106891.4705882353,88712.94117647059,90754.41176470587,70804.10899653978,85431.76470588235,70425.58823529411,72062.64705882352,81487.64705882352,96639.70588235294,95252.64705882352,59838.23529411765,111103.23529411764,97381.17647058824,67758.5294117647,90256.75605536332,77384.11764705883,85561.17647058824,96315.88235294116,102526.76470588236,79721.17647058824,77863.53806228373,68473.23529411765,95216.17647058824,100069.41176470587,92620.8910034602,99745.88235294116,130462.35294117648,74685.88235294117,93262.0588235294,67633.23529411765,61108.52076124567,47517.64705882353,98992.64705882352,62631.91176470588,482.9411764705882,74.11764705882354,898.2352941176471,468.1764705882353,18367.941176470587,2557.3529411764707,923.2352941176472,158.23529411764707,457.9411764705882,4334.558823529412,2226.470588235294,164.70588235294116,287.05882352941177,3047.058823529412,1027.6470588235293,559.7058823529412,332.3529411764706,448.8235294117647,311.1764705882353,287.3529411764705,1596.764705882353,2387.058823529412,1675.0,1378.8235294117646,212.35294117647047,1187.9411764705883,298.52941176470586,503.8235294117647,809.4117647058823,447.6470588235294,2205.2941176470586,169.11764705882354,11014.411764705885,2795.5882352941176,98.23529411764706,2153.823529411765,370.88235294117646,1190.294117647059,2312.6470588235293,222.7941176470588,760.2941176470589,274.3235294117647,2732.058823529412,5468.823529411765,1157.0588235294117,99.05882352941175,3137.058823529412,8425.588235294117,288.2352941176471,1012.3529411764706,83.52941176470588,28.676470588235293,221.1764705882353,13.0
"Select programming languages, design tools, or applications.",select programming languages design tools or applications,Design websites or web applications.,Design computer or information systems or applications.,Thinking Creatively,Web Developers,web developers,15-1134.00,Web and Digital Interface Designers,15-1255,15-1255.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0015264620679829,4.7746,False,1.195035,4.17,100.0,0.0602043885158643,0.1,E2,E1,98992.64705882352,72653.81487889274,83517.34429065743,88434.70588235294,77620.8910034602,128812.9411764706,91499.11764705884,90808.5294117647,86000.58823529411,110755.88235294116,87110.57958477509,97867.35294117648,98992.64705882352,70885.29411764706,85317.35294117648,71124.11764705883,66920.29411764706,71930.29411764706,79483.82352941176,76087.05882352941,98992.64705882352,103787.9411764706,106891.4705882353,88712.94117647059,90754.41176470587,70804.10899653978,85431.76470588235,70425.58823529411,72062.64705882352,81487.64705882352,96639.70588235294,95252.64705882352,59838.23529411765,111103.23529411764,97381.17647058824,67758.5294117647,90256.75605536332,77384.11764705883,85561.17647058824,96315.88235294116,102526.76470588236,79721.17647058824,77863.53806228373,68473.23529411765,95216.17647058824,100069.41176470587,92620.8910034602,99745.88235294116,130462.35294117648,74685.88235294117,93262.0588235294,67633.23529411765,61108.52076124567,47517.64705882353,98992.64705882352,62631.91176470588,482.9411764705882,74.11764705882354,898.2352941176471,468.1764705882353,18367.941176470587,2557.3529411764707,923.2352941176472,158.23529411764707,457.9411764705882,4334.558823529412,2226.470588235294,164.70588235294116,287.05882352941177,3047.058823529412,1027.6470588235293,559.7058823529412,332.3529411764706,448.8235294117647,311.1764705882353,287.3529411764705,1596.764705882353,2387.058823529412,1675.0,1378.8235294117646,212.35294117647047,1187.9411764705883,298.52941176470586,503.8235294117647,809.4117647058823,447.6470588235294,2205.2941176470586,169.11764705882354,11014.411764705885,2795.5882352941176,98.23529411764706,2153.823529411765,370.88235294117646,1190.294117647059,2312.6470588235293,222.7941176470588,760.2941176470589,274.3235294117647,2732.058823529412,5468.823529411765,1157.0588235294117,99.05882352941175,3137.058823529412,8425.588235294117,288.2352941176471,1012.3529411764706,83.52941176470588,28.676470588235293,221.1764705882353,13.0
"Select substitute titles when requested materials are unavailable, following criteria such as age, education, and interests.",select substitute titles when requested materials are unavailable following criteria such as age education and interests,Provide customer service to clients or users.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,"Library Assistants, Clerical",library assistants clerical,43-4121.00,"Library Assistants, Clerical",43-4121,43-4121.00,"Library Assistants, Clerical",Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.956477319166327,False,0.4403384615384615,3.43,68.11,0.0302157864245455,0.1,E2,E1,36910.0,27530.0,44800.0,38110.0,31100.0,47860.0,36130.0,39100.0,37090.0,59390.0,37880.0,36410.0,37110.0,33960.0,34680.0,28900.0,29480.0,31550.0,33690.0,29620.0,37890.0,45910.0,42520.0,34510.0,39970.0,28110.0,33760.0,39070.0,28080.0,46620.0,37400.0,39780.0,35250.0,35990.0,34550.0,34530.0,33480.0,29640.0,42270.0,30690.0,36610.0,33980.0,36910.0,37410.0,31200.0,32690.0,36430.0,38020.0,47540.0,30800.0,39610.0,38040.0,36910.0,23110.0,36910.0,85520.0,900.0,180.0,1560.0,390.0,11170.0,470.0,1810.0,270.0,100.0,3630.0,610.0,370.0,920.0,6620.0,1830.0,1700.0,1380.0,1050.0,720.0,540.0,730.0,2840.0,3470.0,1770.0,440.0,1610.0,160.0,310.0,660.0,990.0,3120.0,150.0,8010.0,1330.0,60.0,5240.0,800.0,1090.0,3930.0,510.0,960.0,250.0,1110.0,1600.0,820.0,350.0,2170.0,2810.0,450.0,1570.0,153.0,36.0,210.0,18.0
"Select themes, lighting, colors, or props to be used.",select themes lighting colors or props to be used,Select materials or props.,Select materials or equipment for operations or projects.,Making Decisions and Solving Problems,Merchandise Displayers and Window Trimmers,merchandise displayers and window trimmers,27-1026.00,Merchandise Displayers and Window Trimmers,27-1026,27-1026.00,Designers,Art and Design Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,5.0,False,0.9733334615384616,3.8,81.17,0.1321284393605653,0.2,E0,E2,39390.0,42840.0,46530.0,39630.0,36230.0,47010.0,43230.0,42410.0,37710.0,39460.0,36220.0,37050.0,40370.0,38770.0,40270.0,36510.0,39680.0,39960.0,35820.0,34860.0,45750.0,43370.0,43290.0,36710.0,45730.0,33040.0,42890.0,43700.0,37980.0,39440.0,40880.0,38200.0,36550.0,43660.0,37960.0,42080.0,37850.0,38380.0,45200.0,37740.0,37610.0,36810.0,40190.0,34500.0,37260.0,39930.0,44850.0,37750.0,48780.0,36660.0,39510.0,38790.0,39390.0,29400.0,27520.0,165220.0,2900.0,540.0,3130.0,1670.0,17840.0,3650.0,1450.0,490.0,250.0,14360.0,7790.0,990.0,1570.0,3090.0,2610.0,1860.0,1580.0,2460.0,2360.0,910.0,1920.0,3360.0,5050.0,1820.0,1760.0,2700.0,580.0,680.0,2300.0,690.0,5120.0,880.0,10430.0,6040.0,350.0,6930.0,1570.0,1220.0,5230.0,529.0,2550.0,320.0,4710.0,14730.0,1160.0,180.0,4450.0,2550.0,750.0,2930.0,220.0,70.0,60.0,130.0
"Separate materials or products according to size, weight, type, condition, color, or shade.",separate materials or products according to size weight type condition color or shade,"Sort materials or products for processing, storing, shipping, or grading.",Sort materials or products.,Processing Information,"Cutters and Trimmers, Hand",cutters and trimmers hand,51-9031.00,"Cutters and Trimmers, Hand",51-9031,51-9031.00,Cutting Workers,Other Production Occupations,Production Occupations,2026-05-31,0.0030529241359659,4.968307006885379,True,2.7774553846153847,4.21,70.69,0.178750825479855,0.1,E0,E0,38020.0,35160.0,38020.0,31110.0,38020.0,37840.0,38020.0,35970.0,38020.0,38020.0,35150.0,37480.0,38020.0,38020.0,35360.0,41740.0,48580.0,38800.0,38020.0,38020.0,38020.0,38020.0,39970.0,46830.0,46570.0,37280.0,40560.0,38020.0,48830.0,38020.0,38020.0,34600.0,38020.0,46190.0,47910.0,38020.0,35360.0,34910.0,38020.0,35560.0,48100.0,39340.0,38020.0,27030.0,29130.0,38020.0,48670.0,32470.0,35960.0,38020.0,39010.0,38020.0,38020.0,38020.0,38020.0,6060.0,82.0,13.0,125.0,50.0,770.0,111.0,50.0,19.0,27.0,150.0,290.0,24.0,33.0,30.0,360.0,60.0,130.0,77.0,75.0,25.0,107.0,110.0,50.0,40.0,90.0,110.0,20.0,60.0,60.0,26.0,380.0,34.0,220.0,1060.0,17.0,120.0,66.0,76.0,140.0,50.0,50.0,18.0,230.0,740.0,67.0,12.0,60.0,137.0,27.0,60.0,11.0,3.0,36.0,1.0
"Set specifications for materials, dimensions, and finishes.",set specifications for materials dimensions and finishes,"Calculate dimensions of workpieces, products, or equipment.","Measure physical characteristics of materials, products, or equipment.","Estimating the Quantifiable Characteristics of Products, Events, or Information",Craft Artists,craft artists,27-1012.00,Craft Artists,27-1012,27-1012.00,Artists and Related Workers,Art and Design Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0113071264295034,4.9536,False,0.6553,4.06,81.82,0.070731422458731,0.2,E0,E2,46080.0,40800.0,41600.0,46300.0,46080.0,100540.0,43620.0,34010.0,46080.0,46080.0,48710.0,48880.0,46080.0,46080.0,43040.0,46080.0,46080.0,46080.0,46080.0,46080.0,53380.0,46080.0,47660.0,25960.0,27560.0,46080.0,61780.0,46080.0,46080.0,46080.0,46080.0,46080.0,46080.0,49020.0,46080.0,46080.0,38070.0,46080.0,51060.0,41600.0,46080.0,35050.0,46080.0,32830.0,54690.0,46080.0,46080.0,46080.0,44120.0,46080.0,58650.0,46080.0,46080.0,46080.0,46080.0,4580.0,70.0,10.0,95.0,38.0,170.0,84.0,70.0,14.0,21.0,270.0,143.0,18.0,25.0,178.0,94.0,46.0,42.0,59.0,50.0,50.0,81.0,50.0,290.0,140.0,34.0,140.0,15.0,30.0,45.0,20.0,125.0,25.0,50.0,145.0,13.0,180.0,50.0,170.0,230.0,15.0,70.0,13.0,96.0,870.0,51.0,9.0,120.0,80.0,21.0,190.0,8.0,2.0,27.0,1.0
"Set specifications for materials, dimensions, and finishes.",set specifications for materials dimensions and finishes,Analyze project data to determine specifications or requirements.,"Evaluate designs, specifications, or other technical data.",Analyzing Data or Information,Craft Artists,craft artists,27-1012.00,Craft Artists,27-1012,27-1012.00,Artists and Related Workers,Art and Design Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0113071264295034,4.9536,False,0.6553,4.06,81.82,0.070731422458731,0.2,E0,E2,46080.0,40800.0,41600.0,46300.0,46080.0,100540.0,43620.0,34010.0,46080.0,46080.0,48710.0,48880.0,46080.0,46080.0,43040.0,46080.0,46080.0,46080.0,46080.0,46080.0,53380.0,46080.0,47660.0,25960.0,27560.0,46080.0,61780.0,46080.0,46080.0,46080.0,46080.0,46080.0,46080.0,49020.0,46080.0,46080.0,38070.0,46080.0,51060.0,41600.0,46080.0,35050.0,46080.0,32830.0,54690.0,46080.0,46080.0,46080.0,44120.0,46080.0,58650.0,46080.0,46080.0,46080.0,46080.0,4580.0,70.0,10.0,95.0,38.0,170.0,84.0,70.0,14.0,21.0,270.0,143.0,18.0,25.0,178.0,94.0,46.0,42.0,59.0,50.0,50.0,81.0,50.0,290.0,140.0,34.0,140.0,15.0,30.0,45.0,20.0,125.0,25.0,50.0,145.0,13.0,180.0,50.0,170.0,230.0,15.0,70.0,13.0,96.0,870.0,51.0,9.0,120.0,80.0,21.0,190.0,8.0,2.0,27.0,1.0
"Set up and manage paper or electronic filing systems, recording information, updating paperwork, or maintaining documents, such as attendance records, correspondence, or other material.",set up and manage paper or electronic filing systems recording information updating paperwork or maintaining documents such as attendance records correspondence or other material,Select resources needed to accomplish tasks.,Select materials or equipment for operations or projects.,Making Decisions and Solving Problems,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",secretaries and administrative assistants except legal medical and executive,43-6014.00,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",43-6014,43-6014.00,Secretaries and Administrative Assistants,Secretaries and Administrative Assistants,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,5.0,True,2.386083076923077,4.0,97.1,0.7760076306168635,0.4,E2,E1,47540.0,41630.0,48530.0,47940.0,37630.0,55400.0,48690.0,57210.0,47970.0,59910.0,45900.0,41600.0,50830.0,43710.0,48310.0,44270.0,45150.0,42270.0,44200.0,38790.0,49820.0,48680.0,57940.0,46020.0,51400.0,37340.0,43540.0,43940.0,46760.0,46570.0,48080.0,50260.0,46450.0,49600.0,45790.0,47480.0,46230.0,39660.0,51740.0,46270.0,52140.0,44880.0,41700.0,45810.0,45140.0,47050.0,48920.0,47620.0,57330.0,40370.0,47710.0,45450.0,36030.0,25730.0,44040.0,1706790.0,45050.0,5390.0,31220.000000000004,8590.0,158630.0,29120.0,22650.0,6320.0,11800.0,104000.0,44430.0,7020.0,7570.0,74280.0,20100.0,12830.0,32120.000000000004,18420.0,28040.0,6740.0,54890.0,37750.0,40830.0,31330.0,14720.0,33180.0,4520.0,16240.000000000002,16790.0,9050.0,65960.0,25430.0,122490.0,43690.0,5800.0,54790.0,20120.0,23150.0,65310.0,5200.0,30180.0,6120.0,34580.0,149650.0,14870.0,3360.0,31580.000000000004,31710.0,8820.0,28100.0,2250.0,1610.0,17810.0,530.0
"Set up and manage paper or electronic filing systems, recording information, updating paperwork, or maintaining documents, such as attendance records, correspondence, or other material.",set up and manage paper or electronic filing systems recording information updating paperwork or maintaining documents such as attendance records correspondence or other material,Record personnel information.,Maintain operational records.,Documenting/Recording Information,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",secretaries and administrative assistants except legal medical and executive,43-6014.00,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",43-6014,43-6014.00,Secretaries and Administrative Assistants,Secretaries and Administrative Assistants,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,5.0,True,2.386083076923077,4.0,97.1,0.7760076306168635,0.4,E2,E1,47540.0,41630.0,48530.0,47940.0,37630.0,55400.0,48690.0,57210.0,47970.0,59910.0,45900.0,41600.0,50830.0,43710.0,48310.0,44270.0,45150.0,42270.0,44200.0,38790.0,49820.0,48680.0,57940.0,46020.0,51400.0,37340.0,43540.0,43940.0,46760.0,46570.0,48080.0,50260.0,46450.0,49600.0,45790.0,47480.0,46230.0,39660.0,51740.0,46270.0,52140.0,44880.0,41700.0,45810.0,45140.0,47050.0,48920.0,47620.0,57330.0,40370.0,47710.0,45450.0,36030.0,25730.0,44040.0,1706790.0,45050.0,5390.0,31220.000000000004,8590.0,158630.0,29120.0,22650.0,6320.0,11800.0,104000.0,44430.0,7020.0,7570.0,74280.0,20100.0,12830.0,32120.000000000004,18420.0,28040.0,6740.0,54890.0,37750.0,40830.0,31330.0,14720.0,33180.0,4520.0,16240.000000000002,16790.0,9050.0,65960.0,25430.0,122490.0,43690.0,5800.0,54790.0,20120.0,23150.0,65310.0,5200.0,30180.0,6120.0,34580.0,149650.0,14870.0,3360.0,31580.000000000004,31710.0,8820.0,28100.0,2250.0,1610.0,17810.0,530.0
"Share information about religious issues by writing articles, giving speeches, or teaching.",share information about religious issues by writing articles giving speeches or teaching,"Write articles, books or other original materials in area of expertise.",Write material for artistic or commercial purposes.,Documenting/Recording Information,Clergy,clergy,21-2011.00,Clergy,21-2011,21-2011.00,Clergy,Religious Workers,Community and Social Service Occupations,2026-05-31,0.0030529241359659,4.03852944230969,False,0.843983076923077,4.39,99.13,0.132242930945221,0.2,E1,E1,60810.0,50180.0,55780.0,61900.0,49070.0,77710.0,63700.0,63470.0,63260.0,64800.0,56940.0,60530.0,61050.0,59570.0,61820.0,59020.0,60630.0,52130.0,58920.0,54140.0,64340.0,61620.0,72190.0,56490.0,61230.0,52450.0,58740.0,59550.0,57520.0,73910.0,65200.0,65500.0,64100.0,58580.0,59600.0,60680.0,59160.0,59110.0,63140.0,58300.0,59660.0,56630.0,59860.0,57260.0,59480.0,60810.0,64950.0,55430.0,80830.0,48460.0,60950.0,61590.0,37460.0,28880.0,60810.0,57200.0,850.0,150.0,1070.0,350.0,7110.0,440.0,900.0,120.0,310.0,3560.0,1380.0,720.0,150.0,2200.0,1060.0,370.0,450.0,410.0,400.0,160.0,670.0,840.0,1880.0,1160.0,250.0,920.0,680.0,270.0,210.0,100.0,1460.0,270.0,7790.0,1430.0,120.0,2020.0,510.0,3850.0,2150.0,230.0,450.0,140.0,710.0,3180.0,634.0,50.0,1220.0,1060.0,290.0,770.0,40.0,30.0,290.0,12.0
"Share information about religious issues by writing articles, giving speeches, or teaching.",share information about religious issues by writing articles giving speeches or teaching,"Promote products, activities, or organizations.","Promote products, services, or programs.",Selling or Influencing Others,Clergy,clergy,21-2011.00,Clergy,21-2011,21-2011.00,Clergy,Religious Workers,Community and Social Service Occupations,2026-05-31,0.0030529241359659,4.03852944230969,False,0.843983076923077,4.39,99.13,0.132242930945221,0.2,E1,E1,60810.0,50180.0,55780.0,61900.0,49070.0,77710.0,63700.0,63470.0,63260.0,64800.0,56940.0,60530.0,61050.0,59570.0,61820.0,59020.0,60630.0,52130.0,58920.0,54140.0,64340.0,61620.0,72190.0,56490.0,61230.0,52450.0,58740.0,59550.0,57520.0,73910.0,65200.0,65500.0,64100.0,58580.0,59600.0,60680.0,59160.0,59110.0,63140.0,58300.0,59660.0,56630.0,59860.0,57260.0,59480.0,60810.0,64950.0,55430.0,80830.0,48460.0,60950.0,61590.0,37460.0,28880.0,60810.0,57200.0,850.0,150.0,1070.0,350.0,7110.0,440.0,900.0,120.0,310.0,3560.0,1380.0,720.0,150.0,2200.0,1060.0,370.0,450.0,410.0,400.0,160.0,670.0,840.0,1880.0,1160.0,250.0,920.0,680.0,270.0,210.0,100.0,1460.0,270.0,7790.0,1430.0,120.0,2020.0,510.0,3850.0,2150.0,230.0,450.0,140.0,710.0,3180.0,634.0,50.0,1220.0,1060.0,290.0,770.0,40.0,30.0,290.0,12.0
"Share information about religious issues by writing articles, giving speeches, or teaching.",share information about religious issues by writing articles giving speeches or teaching,Teach classes in area of specialization.,Teach academic or vocational subjects.,Training and Teaching Others,Clergy,clergy,21-2011.00,Clergy,21-2011,21-2011.00,Clergy,Religious Workers,Community and Social Service Occupations,2026-05-31,0.0030529241359659,4.03852944230969,False,0.843983076923077,4.39,99.13,0.132242930945221,0.2,E1,E1,60810.0,50180.0,55780.0,61900.0,49070.0,77710.0,63700.0,63470.0,63260.0,64800.0,56940.0,60530.0,61050.0,59570.0,61820.0,59020.0,60630.0,52130.0,58920.0,54140.0,64340.0,61620.0,72190.0,56490.0,61230.0,52450.0,58740.0,59550.0,57520.0,73910.0,65200.0,65500.0,64100.0,58580.0,59600.0,60680.0,59160.0,59110.0,63140.0,58300.0,59660.0,56630.0,59860.0,57260.0,59480.0,60810.0,64950.0,55430.0,80830.0,48460.0,60950.0,61590.0,37460.0,28880.0,60810.0,57200.0,850.0,150.0,1070.0,350.0,7110.0,440.0,900.0,120.0,310.0,3560.0,1380.0,720.0,150.0,2200.0,1060.0,370.0,450.0,410.0,400.0,160.0,670.0,840.0,1880.0,1160.0,250.0,920.0,680.0,270.0,210.0,100.0,1460.0,270.0,7790.0,1430.0,120.0,2020.0,510.0,3850.0,2150.0,230.0,450.0,140.0,710.0,3180.0,634.0,50.0,1220.0,1060.0,290.0,770.0,40.0,30.0,290.0,12.0
"Sketch rough and detailed drawings of apparel or accessories, and write specifications such as color schemes, construction, material types, and accessory requirements.",sketch rough and detailed drawings of apparel or accessories and write specifications such as color schemes construction material types and accessory requirements,Draw detailed or technical illustrations.,Create visual designs or displays.,Thinking Creatively,Fashion Designers,fashion designers,27-1022.00,Fashion Designers,27-1022,27-1022.00,Designers,Art and Design Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.9596,False,2.440500384615385,4.81,96.55,1.30352748165506,0.7,E2,E2,80960.0,80960.0,80960.0,45720.0,80960.0,80960.0,94140.0,81510.0,80960.0,80960.0,43020.0,78340.0,47990.0,80960.0,80960.0,40740.0,80960.0,59150.0,80960.0,80960.0,49530.0,80960.0,103520.0,63430.0,42110.0,80960.0,80960.0,80960.0,80960.0,80960.0,100160.0,101610.0,80960.0,98640.0,74990.0,80960.0,82050.0,80960.0,80960.0,63840.0,80960.0,80960.0,80960.0,80960.0,40040.0,80960.0,79610.0,94120.0,82030.0,80960.0,57030.0,80960.0,80960.0,80960.0,80960.0,21450.0,290.0,45.0,444.0,190.0,6470.0,360.0,50.0,66.0,96.0,1100.0,120.0,86.0,117.0,836.0,120.0,214.0,40.0,120.0,265.0,30.0,120.0,540.0,40.0,420.0,159.0,200.0,70.0,140.0,213.0,40.0,160.0,119.0,5760.0,460.0,59.0,90.0,234.0,860.0,320.0,69.0,316.0,63.0,449.0,1850.0,430.0,60.0,100.0,487.0,96.0,120.0,38.0,9.0,129.0,4.0
"Sketch rough and detailed drawings of apparel or accessories, and write specifications such as color schemes, construction, material types, and accessory requirements.",sketch rough and detailed drawings of apparel or accessories and write specifications such as color schemes construction material types and accessory requirements,Write informational material.,Prepare informational or instructional materials.,Documenting/Recording Information,Fashion Designers,fashion designers,27-1022.00,Fashion Designers,27-1022,27-1022.00,Designers,Art and Design Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.9596,False,2.440500384615385,4.81,96.55,1.30352748165506,0.7,E2,E2,80960.0,80960.0,80960.0,45720.0,80960.0,80960.0,94140.0,81510.0,80960.0,80960.0,43020.0,78340.0,47990.0,80960.0,80960.0,40740.0,80960.0,59150.0,80960.0,80960.0,49530.0,80960.0,103520.0,63430.0,42110.0,80960.0,80960.0,80960.0,80960.0,80960.0,100160.0,101610.0,80960.0,98640.0,74990.0,80960.0,82050.0,80960.0,80960.0,63840.0,80960.0,80960.0,80960.0,80960.0,40040.0,80960.0,79610.0,94120.0,82030.0,80960.0,57030.0,80960.0,80960.0,80960.0,80960.0,21450.0,290.0,45.0,444.0,190.0,6470.0,360.0,50.0,66.0,96.0,1100.0,120.0,86.0,117.0,836.0,120.0,214.0,40.0,120.0,265.0,30.0,120.0,540.0,40.0,420.0,159.0,200.0,70.0,140.0,213.0,40.0,160.0,119.0,5760.0,460.0,59.0,90.0,234.0,860.0,320.0,69.0,316.0,63.0,449.0,1850.0,430.0,60.0,100.0,487.0,96.0,120.0,38.0,9.0,129.0,4.0
Solicit new business.,solicit new business,Perform marketing activities.,"Promote products, services, or programs.",Selling or Influencing Others,Mechanical Engineers,mechanical engineers,17-2141.00,Mechanical Engineers,17-2141,17-2141.00,Mechanical Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.770312669046847,False,0.7632226923076924,2.86,31.03,0.0365520143434341,0.1,E0,E2,104110.0,100230.0,124340.0,100270.0,80180.0,130900.0,124430.0,105090.0,125130.0,133300.0,99980.0,100620.0,98740.0,93190.0,102680.0,99590.0,97700.0,86260.0,101050.0,119540.0,102430.0,122870.0,119300.0,104890.0,99140.0,98000.0,99330.0,94190.0,88060.0,102680.0,103660.0,112300.0,157710.0,102440.0,100720.0,86330.0,99100.0,101850.0,103470.0,97920.0,116230.0,104580.0,88380.0,99550.0,112410.0,102500.0,107330.0,104180.0,110430.0,97390.0,95870.0,117750.0,61510.0,72240.0,104110.0,122670.0,1656.0,314.0,4174.0,1165.0,25236.0,5943.0,3802.0,504.0,510.00000000000006,8878.0,4373.0,438.0,884.0,9746.0,7183.0,2868.0,3827.0,3447.0,1562.0,736.0,5414.0,7679.999999999999,28625.0,4869.0,1298.0,4025.0,413.0,785.0,1165.0,2281.0,3455.0,2240.0,7100.0,7902.0,653.0,11895.0,1876.0,2414.0,11200.0,1289.0,4778.0,463.0,3249.0,18251.0,2786.0,438.0,6175.0,6811.0,628.0,6175.0,190.0,116.0,405.0,30.0
Solicit sales of new or additional services or products.,solicit sales of new or additional services or products,"Promote products, services, or programs.","Promote products, services, or programs.",Selling or Influencing Others,Customer Service Representatives,customer service representatives,43-4051.00,Customer Service Representatives,43-4051,43-4051.00,Customer Service Representatives,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.754047585527243,False,2.797765,3.87,48.54,0.3091768247392051,0.2,E1,E2,44770.0,38400.0,45150.0,45690.0,37840.0,49560.0,47540.0,48090.0,48190.0,48250.0,40440.0,39630.0,45650.0,43200.0,46130.0,43140.0,46090.0,40320.0,38700.0,37330.0,47160.0,42830.0,49120.0,43950.0,48800.0,36380.0,44190.0,45290.0,43940.0,40560.0,47300.0,47740.0,39030.0,48000.0,40240.0,44670.0,45610.0,38650.0,47450.0,44630.0,47550.0,38860.0,40650.0,42830.0,40420.0,43140.0,47500.0,42730.0,50330.0,38430.0,46970.0,42340.0,30350.0,26700.0,37140.0,2595750.0,33290.0,2410.0,87020.0,20680.0,176850.0,38770.0,24490.0,7470.0,7550.000000000001,228000.0,97850.0,8010.0,18770.0,100970.0,44630.0,30100.0,29200.0,38630.0,25780.0,7560.0,37740.0,49990.0,71310.0,53340.0,20860.0,50530.0,4910.0,15340.0,32110.0,12750.0,59690.0,16950.0,141090.0,89510.0,5750.0,85930.0,34460.0,19440.0,94340.0,7890.0,51000.0,6120.0,59730.0,337170.0,44490.0,2870.0,59850.0,39760.0,9860.0,50840.0,2110.0,720.0,20330.0,320.0
"Sort and file correspondence and perform miscellaneous clerical duties, such as answering correspondence and writing reports.",sort and file correspondence and perform miscellaneous clerical duties such as answering correspondence and writing reports,Sort mail.,Sort materials or products.,Processing Information,Bill and Account Collectors,bill and account collectors,43-3011.00,Bill and Account Collectors,43-3011,43-3011.00,Bill and Account Collectors,Financial Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.8,True,1.6649238461538465,3.87,81.39,0.118197095821324,0.1,E2,E1,47030.0,40330.0,60810.0,47740.0,39110.0,57930.0,50090.0,57930.0,46680.0,62230.0,46410.0,46300.0,53570.0,41880.0,48140.0,45240.0,46000.0,45760.0,48330.0,39130.0,48890.0,50010.0,59800.0,47130.0,49580.0,37680.0,41760.0,45420.0,43210.0,48750.0,44450.0,52510.0,46560.0,47170.0,42910.0,46660.0,46230.0,44820.0,50880.0,46660.0,52000.0,43140.0,46620.0,40920.0,45710.0,45240.0,57630.0,43770.0,48460.0,43960.0,49090.0,42110.0,37320.0,25570.0,47030.0,158830.0,2090.0,310.0,6300.0,850.0,13880.0,1670.0,900.0,990.0,240.0,13180.0,5280.0,180.0,510.0,5080.0,2690.0,830.0,1350.0,1740.0,1690.0,410.0,2090.0,2510.0,2990.0,2860.0,1150.0,3770.0,640.0,730.0,2350.0,1120.0,3310.0,440.0,8800.0,5460.0,270.0,6620.0,1740.0,830.0,6680.0,370.0,4430.0,1120.0,3890.0,21720.0,2430.0,80.0,4590.0,2260.0,670.0,2570.0,180.0,70.0,2850.0,33.0
"Sort and file correspondence and perform miscellaneous clerical duties, such as answering correspondence and writing reports.",sort and file correspondence and perform miscellaneous clerical duties such as answering correspondence and writing reports,Maintain medical records.,Maintain health or medical records.,Documenting/Recording Information,Bill and Account Collectors,bill and account collectors,43-3011.00,Bill and Account Collectors,43-3011,43-3011.00,Bill and Account Collectors,Financial Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.8,True,1.6649238461538465,3.87,81.39,0.118197095821324,0.1,E2,E1,47030.0,40330.0,60810.0,47740.0,39110.0,57930.0,50090.0,57930.0,46680.0,62230.0,46410.0,46300.0,53570.0,41880.0,48140.0,45240.0,46000.0,45760.0,48330.0,39130.0,48890.0,50010.0,59800.0,47130.0,49580.0,37680.0,41760.0,45420.0,43210.0,48750.0,44450.0,52510.0,46560.0,47170.0,42910.0,46660.0,46230.0,44820.0,50880.0,46660.0,52000.0,43140.0,46620.0,40920.0,45710.0,45240.0,57630.0,43770.0,48460.0,43960.0,49090.0,42110.0,37320.0,25570.0,47030.0,158830.0,2090.0,310.0,6300.0,850.0,13880.0,1670.0,900.0,990.0,240.0,13180.0,5280.0,180.0,510.0,5080.0,2690.0,830.0,1350.0,1740.0,1690.0,410.0,2090.0,2510.0,2990.0,2860.0,1150.0,3770.0,640.0,730.0,2350.0,1120.0,3310.0,440.0,8800.0,5460.0,270.0,6620.0,1740.0,830.0,6680.0,370.0,4430.0,1120.0,3890.0,21720.0,2430.0,80.0,4590.0,2260.0,670.0,2570.0,180.0,70.0,2850.0,33.0
"Sort and file correspondence and perform miscellaneous clerical duties, such as answering correspondence and writing reports.",sort and file correspondence and perform miscellaneous clerical duties such as answering correspondence and writing reports,File documents or records.,Perform administrative or clerical activities.,Performing Administrative Activities,Bill and Account Collectors,bill and account collectors,43-3011.00,Bill and Account Collectors,43-3011,43-3011.00,Bill and Account Collectors,Financial Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.8,True,1.6649238461538465,3.87,81.39,0.118197095821324,0.1,E2,E1,47030.0,40330.0,60810.0,47740.0,39110.0,57930.0,50090.0,57930.0,46680.0,62230.0,46410.0,46300.0,53570.0,41880.0,48140.0,45240.0,46000.0,45760.0,48330.0,39130.0,48890.0,50010.0,59800.0,47130.0,49580.0,37680.0,41760.0,45420.0,43210.0,48750.0,44450.0,52510.0,46560.0,47170.0,42910.0,46660.0,46230.0,44820.0,50880.0,46660.0,52000.0,43140.0,46620.0,40920.0,45710.0,45240.0,57630.0,43770.0,48460.0,43960.0,49090.0,42110.0,37320.0,25570.0,47030.0,158830.0,2090.0,310.0,6300.0,850.0,13880.0,1670.0,900.0,990.0,240.0,13180.0,5280.0,180.0,510.0,5080.0,2690.0,830.0,1350.0,1740.0,1690.0,410.0,2090.0,2510.0,2990.0,2860.0,1150.0,3770.0,640.0,730.0,2350.0,1120.0,3310.0,440.0,8800.0,5460.0,270.0,6620.0,1740.0,830.0,6680.0,370.0,4430.0,1120.0,3890.0,21720.0,2430.0,80.0,4590.0,2260.0,670.0,2570.0,180.0,70.0,2850.0,33.0
"Sort, assemble, and proof completed work.",sort assemble and proof completed work,Sort materials or products.,Sort materials or products.,Processing Information,"Office Machine Operators, Except Computer",office machine operators except computer,43-9071.00,"Office Machine Operators, Except Computer",43-9071,43-9071.00,"Office Machine Operators, Except Computer",Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.941805819418058,True,3.5442303846153846,4.28,100.0,0.2905807723629505,0.1,E0,E1,40960.0,40960.0,56010.0,32060.0,36520.0,47150.0,46860.0,37790.0,39200.0,41460.0,38330.0,36730.0,38170.0,40960.0,44360.0,37860.0,41330.0,39050.0,38640.0,36960.0,45240.0,35670.0,47470.0,36880.0,45890.0,34640.0,37760.0,44260.0,38820.0,45330.0,32590.0,39360.0,35140.0,45740.0,44480.0,40960.0,38380.0,34810.0,42910.0,36720.0,45560.0,33870.0,40960.0,40740.0,37060.0,36360.0,48380.0,41920.0,46290.0,43140.0,39890.0,37470.0,40960.0,24480.0,40960.0,25130.0,339.0,70.0,650.0,190.0,2320.0,250.0,272.0,110.0,170.0,560.0,1020.0,130.0,138.0,1150.0,600.0,250.0,310.0,200.0,70.0,60.0,580.0,584.0,370.0,630.0,90.0,880.0,120.0,100.0,70.0,230.0,1570.0,160.0,3780.0,930.0,69.0,750.0,290.0,370.0,1230.0,70.0,190.0,73.0,230.0,1550.0,240.0,60.0,530.0,340.0,80.0,550.0,90.0,11.0,70.0,5.0
"Sort, assemble, and proof completed work.",sort assemble and proof completed work,Compile data or documentation.,"Compile records, documentation, or other data.",Processing Information,"Office Machine Operators, Except Computer",office machine operators except computer,43-9071.00,"Office Machine Operators, Except Computer",43-9071,43-9071.00,"Office Machine Operators, Except Computer",Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.941805819418058,True,3.5442303846153846,4.28,100.0,0.2905807723629505,0.1,E0,E1,40960.0,40960.0,56010.0,32060.0,36520.0,47150.0,46860.0,37790.0,39200.0,41460.0,38330.0,36730.0,38170.0,40960.0,44360.0,37860.0,41330.0,39050.0,38640.0,36960.0,45240.0,35670.0,47470.0,36880.0,45890.0,34640.0,37760.0,44260.0,38820.0,45330.0,32590.0,39360.0,35140.0,45740.0,44480.0,40960.0,38380.0,34810.0,42910.0,36720.0,45560.0,33870.0,40960.0,40740.0,37060.0,36360.0,48380.0,41920.0,46290.0,43140.0,39890.0,37470.0,40960.0,24480.0,40960.0,25130.0,339.0,70.0,650.0,190.0,2320.0,250.0,272.0,110.0,170.0,560.0,1020.0,130.0,138.0,1150.0,600.0,250.0,310.0,200.0,70.0,60.0,580.0,584.0,370.0,630.0,90.0,880.0,120.0,100.0,70.0,230.0,1570.0,160.0,3780.0,930.0,69.0,750.0,290.0,370.0,1230.0,70.0,190.0,73.0,230.0,1550.0,240.0,60.0,530.0,340.0,80.0,550.0,90.0,11.0,70.0,5.0
"Sort or classify information according to guidelines, such as content, purpose, user criteria, or chronological, alphabetical, or numerical order.",sort or classify information according to guidelines such as content purpose user criteria or chronological alphabetical or numerical order,Compile data or documentation.,"Compile records, documentation, or other data.",Processing Information,File Clerks,file clerks,43-4071.00,File Clerks,43-4071,43-4071.00,File Clerks,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.8819558615012697,4.978392568659127,False,2.146531923076924,4.05,91.56,0.1706668362383804,0.1,E2,E1,43600.0,38290.0,49910.0,43690.0,38470.0,49040.0,46490.0,44810.0,39940.0,43600.0,41750.0,41000.0,50630.0,45910.0,49920.0,39740.0,46560.0,42130.0,39250.0,32200.0,43910.0,44920.0,48310.0,43950.0,46640.0,31260.0,38400.0,38370.0,40640.0,44150.0,44390.0,44400.0,37700.0,44340.0,43260.0,42860.0,40650.0,39170.0,50660.0,42920.0,36400.0,39350.0,36640.0,43010.0,39480.0,41450.0,47540.0,39900.0,45830.0,31600.0,45130.0,43600.0,32360.0,25700.0,43600.0,73440.0,110.0,150.0,2190.0,310.0,9520.0,1130.0,350.0,227.0,329.0,6180.0,2570.0,100.0,540.0,3780.0,1430.0,430.0,570.0,250.0,680.0,210.0,880.0,600.0,1820.0,760.0,546.0,1000.0,410.0,750.0,1110.0,300.0,2310.0,340.0,2590.0,1970.0,60.0,1820.0,1440.0,970.0,2830.0,235.0,1210.0,215.0,2060.0,11340.0,510.0,70.0,2110.0,520.0,260.0,1550.0,70.0,31.0,330.0,15.0
Specify manipulative or computational methods to be applied to models.,specify manipulative or computational methods to be applied to models,Determine appropriate methods for data analysis.,Determine operational methods or procedures.,Making Decisions and Solving Problems,Operations Research Analysts,operations research analysts,15-2031.00,Operations Research Analysts,15-2031,15-2031.00,Operations Research Analysts,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.797290516808832,False,0.4585753846153846,4.05,100.0,0.0347854840029761,0.1,E1,E1,88940.0,115630.0,88750.0,75470.0,59030.0,102100.0,129880.0,96700.0,101070.0,96030.0,77600.0,76220.0,100600.0,103600.0,89800.0,85280.0,80580.0,92050.0,83850.0,63210.0,99460.0,97410.0,96500.0,83480.0,95550.0,92310.0,62380.0,80400.0,98300.0,86500.0,88940.0,88940.0,80360.0,108610.0,97290.0,82460.0,103620.0,61520.0,102170.0,79640.0,77910.0,80240.0,88940.0,76680.0,90710.0,90200.0,89790.0,129460.0,98030.0,64100.0,71820.0,88940.0,88940.0,57000.0,88940.0,108510.0,550.0,70.0,2600.0,210.0,10620.0,770.0,950.0,660.0,2250.0,9120.0,4600.0,120.0,500.0,5180.0,1380.0,300.0,997.0,660.0,550.0,220.0,4710.0,4200.0,980.0,1240.0,120.0,1190.0,150.0,330.0,370.0,290.0,3280.0,510.0,5890.0,2520.0,130.0,2600.0,1840.0,2710.0,3220.0,360.0,1380.0,317.0,1200.0,11890.0,810.0,170.0,6980.0,3050.0,200.0,4270.0,195.0,46.0,50.0,22.0
"Start and control games and gaming equipment, and announce winning numbers or colors.",start and control games and gaming equipment and announce winning numbers or colors,Operate gaming equipment.,Conduct amusement or gaming activities.,Performing for or Working Directly with the Public,Gaming Dealers,gaming dealers,39-3011.00,Gambling Dealers,39-3011,39-3011.00,Gambling Services Workers,Entertainment Attendants and Related Workers,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.731966053748232,True,5.527744230769231,4.61,83.21,0.3132877754297186,0.127891156462585,E0,E0,34320.0,34320.0,34320.0,60940.0,28380.0,35090.0,30800.0,34320.0,39330.0,34320.0,38500.0,21430.0,34320.0,34320.0,31200.0,24160.0,23020.0,34320.0,34320.0,17760.0,34320.0,31740.0,34320.0,29120.0,27190.0,28250.0,28600.0,21940.0,34320.0,25690.0,32100.0,33000.0,36990.0,50860.0,34320.0,27370.0,40710.0,23720.0,62230.0,48230.0,34320.0,27350.0,36190.0,34320.0,25090.0,34320.0,34320.0,26170.0,58700.0,25100.0,61670.0,34320.0,34320.0,22930.0,34320.0,83910.0,1133.0,175.0,1680.0,360.0,15050.0,870.0,909.0,270.0,376.0,5370.0,2621.0,336.0,460.0,2470.0,2410.0,970.0,771.0,1072.0,2650.0,343.0,1770.0,1950.0,2510.0,1370.0,2730.0,1160.0,274.0,549.0,17390.0,460.0,3030.0,370.0,2010.0,2649.0,900.0,640.0,1980.0,350.0,2970.0,269.0,140.0,170.0,1758.0,560.0,930.0,163.0,2203.0,4370.0,610.0,630.0,150.0,36.0,720.0,17.0
"Store, retrieve, and manipulate data for analysis of system capabilities and requirements.",store retrieve and manipulate data for analysis of system capabilities and requirements,Assess database performance.,"Evaluate the characteristics, usefulness, or performance of products or technologies.","Judging the Qualities of Objects, Services, or People","Software Developers, Applications",software developers applications,15-1132.00,Software Developers,15-1252,15-1252.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0075380842863356,4.832022355619955,False,1.058308846153846,3.59,82.48,0.2195488865310904,0.3,E2,E1,114549.41176470587,108307.0588235294,114549.41176470587,110045.29411764706,111294.89619377164,143515.58823529413,128445.88235294116,109510.0,114782.35294117648,114191.17647058824,110165.0,112089.11764705884,109759.70588235294,120062.54325259516,113710.0,93134.70588235294,97098.82352941176,100614.41176470587,88776.76470588235,78453.82352941176,98043.23529411764,120022.9411764706,136121.76470588235,107406.76470588236,110872.0588235294,84885.29411764706,98662.0588235294,109772.9411764706,102180.29411764706,119163.13148788927,117653.5294117647,124798.5294117647,119148.82352941176,135779.41176470587,111493.5294117647,90934.11764705884,103205.58823529413,90770.58823529413,119530.58823529413,103874.70588235294,111107.64705882352,107836.76470588236,77240.29411764706,101195.58823529413,111652.9411764706,97212.0588235294,92335.88235294116,126400.88235294116,140793.5294117647,81291.17647058824,100160.58823529413,114750.1903114187,114549.41176470587,67413.23529411765,114549.41176470587,672406.1764705882,6836.176470588235,1117.8529411764705,14941.764705882351,5745.588235294118,110753.52941176471,17472.05882352941,5204.117647058823,1445.2941176470588,2494.1176470588234,35416.17647058824,20889.117647058825,2341.4117647058824,2239.1176470588234,22635.29411764706,5660.588235294117,3601.176470588235,5164.705882352941,3080.2941176470586,1624.4117647058824,1166.470588235294,14120.294117647058,20082.647058823528,16414.70588235294,13390.588235294115,845.0000000000001,8459.117647058823,800.2941176470589,3187.6470588235293,2321.470588235294,4027.941176470588,21115.29411764706,1585.5882352941176,43799.70588235294,24930.58823529412,604.4117647058824,17467.35294117647,3321.7647058823527,8307.35294117647,21156.17647058824,1910.8823529411768,5457.352941176471,918.8235294117646,7191.764705882353,66272.05882352941,12092.35294117647,677.9411764705883,35434.117647058825,40018.82352941176,1121.1764705882351,9600.882352941177,1304.3529411764705,286.0,836.1764705882354,138.0
"Store, retrieve, and manipulate data for analysis of system capabilities and requirements.",store retrieve and manipulate data for analysis of system capabilities and requirements,Prepare data for analysis.,Process digital or online data.,Working with Computers,"Software Developers, Applications",software developers applications,15-1132.00,Software Developers,15-1252,15-1252.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0075380842863356,4.832022355619955,False,1.058308846153846,3.59,82.48,0.2195488865310904,0.3,E2,E1,114549.41176470587,108307.0588235294,114549.41176470587,110045.29411764706,111294.89619377164,143515.58823529413,128445.88235294116,109510.0,114782.35294117648,114191.17647058824,110165.0,112089.11764705884,109759.70588235294,120062.54325259516,113710.0,93134.70588235294,97098.82352941176,100614.41176470587,88776.76470588235,78453.82352941176,98043.23529411764,120022.9411764706,136121.76470588235,107406.76470588236,110872.0588235294,84885.29411764706,98662.0588235294,109772.9411764706,102180.29411764706,119163.13148788927,117653.5294117647,124798.5294117647,119148.82352941176,135779.41176470587,111493.5294117647,90934.11764705884,103205.58823529413,90770.58823529413,119530.58823529413,103874.70588235294,111107.64705882352,107836.76470588236,77240.29411764706,101195.58823529413,111652.9411764706,97212.0588235294,92335.88235294116,126400.88235294116,140793.5294117647,81291.17647058824,100160.58823529413,114750.1903114187,114549.41176470587,67413.23529411765,114549.41176470587,672406.1764705882,6836.176470588235,1117.8529411764705,14941.764705882351,5745.588235294118,110753.52941176471,17472.05882352941,5204.117647058823,1445.2941176470588,2494.1176470588234,35416.17647058824,20889.117647058825,2341.4117647058824,2239.1176470588234,22635.29411764706,5660.588235294117,3601.176470588235,5164.705882352941,3080.2941176470586,1624.4117647058824,1166.470588235294,14120.294117647058,20082.647058823528,16414.70588235294,13390.588235294115,845.0000000000001,8459.117647058823,800.2941176470589,3187.6470588235293,2321.470588235294,4027.941176470588,21115.29411764706,1585.5882352941176,43799.70588235294,24930.58823529412,604.4117647058824,17467.35294117647,3321.7647058823527,8307.35294117647,21156.17647058824,1910.8823529411768,5457.352941176471,918.8235294117646,7191.764705882353,66272.05882352941,12092.35294117647,677.9411764705883,35434.117647058825,40018.82352941176,1121.1764705882351,9600.882352941177,1304.3529411764705,286.0,836.1764705882354,138.0
"Store, retrieve, and manipulate data for analysis of system capabilities and requirements.",store retrieve and manipulate data for analysis of system capabilities and requirements,Assess database performance.,"Evaluate the characteristics, usefulness, or performance of products or technologies.","Judging the Qualities of Objects, Services, or People","Software Developers, Applications",software developers applications,15-1132.00,Software Quality Assurance Analysts and Testers,15-1253,15-1253.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0075380842863356,4.832022355619955,False,0.8209848076923076,3.625,91.24,0.1563294795319247,0.3,E2,E1,114549.41176470587,108307.0588235294,114549.41176470587,110045.29411764706,111294.89619377164,143515.58823529413,128445.88235294116,109510.0,114782.35294117648,114191.17647058824,110165.0,112089.11764705884,109759.70588235294,120062.54325259516,113710.0,93134.70588235294,97098.82352941176,100614.41176470587,88776.76470588235,78453.82352941176,98043.23529411764,120022.9411764706,136121.76470588235,107406.76470588236,110872.0588235294,84885.29411764706,98662.0588235294,109772.9411764706,102180.29411764706,119163.13148788927,117653.5294117647,124798.5294117647,119148.82352941176,135779.41176470587,111493.5294117647,90934.11764705884,103205.58823529413,90770.58823529413,119530.58823529413,103874.70588235294,111107.64705882352,107836.76470588236,77240.29411764706,101195.58823529413,111652.9411764706,97212.0588235294,92335.88235294116,126400.88235294116,140793.5294117647,81291.17647058824,100160.58823529413,114750.1903114187,114549.41176470587,67413.23529411765,114549.41176470587,672406.1764705882,6836.176470588235,1117.8529411764705,14941.764705882351,5745.588235294118,110753.52941176471,17472.05882352941,5204.117647058823,1445.2941176470588,2494.1176470588234,35416.17647058824,20889.117647058825,2341.4117647058824,2239.1176470588234,22635.29411764706,5660.588235294117,3601.176470588235,5164.705882352941,3080.2941176470586,1624.4117647058824,1166.470588235294,14120.294117647058,20082.647058823528,16414.70588235294,13390.588235294115,845.0000000000001,8459.117647058823,800.2941176470589,3187.6470588235293,2321.470588235294,4027.941176470588,21115.29411764706,1585.5882352941176,43799.70588235294,24930.58823529412,604.4117647058824,17467.35294117647,3321.7647058823527,8307.35294117647,21156.17647058824,1910.8823529411768,5457.352941176471,918.8235294117646,7191.764705882353,66272.05882352941,12092.35294117647,677.9411764705883,35434.117647058825,40018.82352941176,1121.1764705882351,9600.882352941177,1304.3529411764705,286.0,836.1764705882354,138.0
"Store, retrieve, and manipulate data for analysis of system capabilities and requirements.",store retrieve and manipulate data for analysis of system capabilities and requirements,Prepare data for analysis.,Process digital or online data.,Working with Computers,"Software Developers, Applications",software developers applications,15-1132.00,Software Quality Assurance Analysts and Testers,15-1253,15-1253.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0075380842863356,4.832022355619955,False,0.8209848076923076,3.625,91.24,0.1563294795319247,0.3,E2,E1,114549.41176470587,108307.0588235294,114549.41176470587,110045.29411764706,111294.89619377164,143515.58823529413,128445.88235294116,109510.0,114782.35294117648,114191.17647058824,110165.0,112089.11764705884,109759.70588235294,120062.54325259516,113710.0,93134.70588235294,97098.82352941176,100614.41176470587,88776.76470588235,78453.82352941176,98043.23529411764,120022.9411764706,136121.76470588235,107406.76470588236,110872.0588235294,84885.29411764706,98662.0588235294,109772.9411764706,102180.29411764706,119163.13148788927,117653.5294117647,124798.5294117647,119148.82352941176,135779.41176470587,111493.5294117647,90934.11764705884,103205.58823529413,90770.58823529413,119530.58823529413,103874.70588235294,111107.64705882352,107836.76470588236,77240.29411764706,101195.58823529413,111652.9411764706,97212.0588235294,92335.88235294116,126400.88235294116,140793.5294117647,81291.17647058824,100160.58823529413,114750.1903114187,114549.41176470587,67413.23529411765,114549.41176470587,672406.1764705882,6836.176470588235,1117.8529411764705,14941.764705882351,5745.588235294118,110753.52941176471,17472.05882352941,5204.117647058823,1445.2941176470588,2494.1176470588234,35416.17647058824,20889.117647058825,2341.4117647058824,2239.1176470588234,22635.29411764706,5660.588235294117,3601.176470588235,5164.705882352941,3080.2941176470586,1624.4117647058824,1166.470588235294,14120.294117647058,20082.647058823528,16414.70588235294,13390.588235294115,845.0000000000001,8459.117647058823,800.2941176470589,3187.6470588235293,2321.470588235294,4027.941176470588,21115.29411764706,1585.5882352941176,43799.70588235294,24930.58823529412,604.4117647058824,17467.35294117647,3321.7647058823527,8307.35294117647,21156.17647058824,1910.8823529411768,5457.352941176471,918.8235294117646,7191.764705882353,66272.05882352941,12092.35294117647,677.9411764705883,35434.117647058825,40018.82352941176,1121.1764705882351,9600.882352941177,1304.3529411764705,286.0,836.1764705882354,138.0
"Store, retrieve, and manipulate data for analysis of system capabilities and requirements.",store retrieve and manipulate data for analysis of system capabilities and requirements,Analyze design requirements for computer or electronics systems.,"Evaluate designs, specifications, or other technical data.",Analyzing Data or Information,Computer Hardware Engineers,computer hardware engineers,17-2061.00,Computer Hardware Engineers,17-2061,17-2061.00,Computer Hardware Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0075380842863356,4.832022355619955,False,0.5836607692307691,3.66,100.0,0.1236550323660714,0.3,E2,E1,161740.0,136990.0,161740.0,158280.0,120290.0,185180.0,156080.0,161740.0,135690.0,163360.0,134160.0,100210.0,159880.0,131570.0,133220.0,98350.0,125120.0,101750.0,116200.0,83550.0,161740.0,152730.0,167600.0,119670.0,134300.0,78320.0,103980.0,161740.0,134950.0,116530.0,129140.0,142880.0,165350.0,163470.0,134670.0,161740.0,118160.0,95600.0,161740.0,161740.0,119510.0,125110.0,101400.0,130830.0,163860.0,106950.0,161740.0,139030.0,169120.0,161740.0,83670.0,161740.0,161740.0,85660.0,161740.0,76660.0,680.0,159.0,3110.0,160.0,19820.0,2660.0,340.0,30.0,210.0,3290.0,650.0,90.0,920.0,1420.0,320.0,130.0,220.0,500.0,270.0,314.0,1720.0,3150.0,1420.0,770.0,150.0,900.0,251.0,80.0,160.0,310.0,580.0,5260.0,3020.0,1340.0,210.0,580.0,180.0,963.0,1610.0,390.0,690.0,160.0,1606.0,7390.0,430.0,130.0,1720.0,1800.0,140.0,270.0,137.0,33.0,370.0,16.0
Study and analyze information about alternative courses of action to determine which plan will offer the best outcomes.,study and analyze information about alternative courses of action to determine which plan will offer the best outcomes,Analyze project data to determine specifications or requirements.,"Evaluate designs, specifications, or other technical data.",Analyzing Data or Information,Operations Research Analysts,operations research analysts,15-2031.00,Operations Research Analysts,15-2031,15-2031.00,Operations Research Analysts,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.1809140228720553,4.851688545946488,False,0.5663092307692308,4.29,100.0,0.3507556840706066,0.781902382329578,E2,E2,88940.0,115630.0,88750.0,75470.0,59030.0,102100.0,129880.0,96700.0,101070.0,96030.0,77600.0,76220.0,100600.0,103600.0,89800.0,85280.0,80580.0,92050.0,83850.0,63210.0,99460.0,97410.0,96500.0,83480.0,95550.0,92310.0,62380.0,80400.0,98300.0,86500.0,88940.0,88940.0,80360.0,108610.0,97290.0,82460.0,103620.0,61520.0,102170.0,79640.0,77910.0,80240.0,88940.0,76680.0,90710.0,90200.0,89790.0,129460.0,98030.0,64100.0,71820.0,88940.0,88940.0,57000.0,88940.0,108510.0,550.0,70.0,2600.0,210.0,10620.0,770.0,950.0,660.0,2250.0,9120.0,4600.0,120.0,500.0,5180.0,1380.0,300.0,997.0,660.0,550.0,220.0,4710.0,4200.0,980.0,1240.0,120.0,1190.0,150.0,330.0,370.0,290.0,3280.0,510.0,5890.0,2520.0,130.0,2600.0,1840.0,2710.0,3220.0,360.0,1380.0,317.0,1200.0,11890.0,810.0,170.0,6980.0,3050.0,200.0,4270.0,195.0,46.0,50.0,22.0
"Study and interpret religious laws, doctrines, or traditions.",study and interpret religious laws doctrines or traditions,Interpret cultural or religious information for others.,"Interpret language, cultural, or religious information for others.",Interpreting the Meaning of Information for Others,Clergy,clergy,21-2011.00,Clergy,21-2011,21-2011.00,Clergy,Religious Workers,Community and Social Service Occupations,2026-05-31,0.0113071264295034,4.3987164059366215,False,1.4268296153846154,4.2,95.5,0.4510271284271284,0.4,E0,E1,60810.0,50180.0,55780.0,61900.0,49070.0,77710.0,63700.0,63470.0,63260.0,64800.0,56940.0,60530.0,61050.0,59570.0,61820.0,59020.0,60630.0,52130.0,58920.0,54140.0,64340.0,61620.0,72190.0,56490.0,61230.0,52450.0,58740.0,59550.0,57520.0,73910.0,65200.0,65500.0,64100.0,58580.0,59600.0,60680.0,59160.0,59110.0,63140.0,58300.0,59660.0,56630.0,59860.0,57260.0,59480.0,60810.0,64950.0,55430.0,80830.0,48460.0,60950.0,61590.0,37460.0,28880.0,60810.0,57200.0,850.0,150.0,1070.0,350.0,7110.0,440.0,900.0,120.0,310.0,3560.0,1380.0,720.0,150.0,2200.0,1060.0,370.0,450.0,410.0,400.0,160.0,670.0,840.0,1880.0,1160.0,250.0,920.0,680.0,270.0,210.0,100.0,1460.0,270.0,7790.0,1430.0,120.0,2020.0,510.0,3850.0,2150.0,230.0,450.0,140.0,710.0,3180.0,634.0,50.0,1220.0,1060.0,290.0,770.0,40.0,30.0,290.0,12.0
"Study basic principles of plant and animal life, such as origin, relationship, development, anatomy, and function.",study basic principles of plant and animal life such as origin relationship development anatomy and function,Examine characteristics or behavior of living organisms.,Research biological or ecological phenomena.,Getting Information,Biologists,biologists,19-1020.01,Biologists,19-1029,19-1029.04,Biological Scientists,Life Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,3.869574290484141,False,2.2544476923076924,3.97,94.33,1.0877248036339549,0.6,E0,E2,98920.0,87260.0,106870.0,90290.0,76400.0,113530.0,93970.0,111940.0,113400.0,84590.0,83780.0,96820.0,95600.0,83320.0,82640.0,84570.0,82720.0,76400.0,79400.0,69590.0,104570.0,121680.0,107100.0,81540.0,76400.0,91170.0,63290.0,91560.0,82770.0,74210.0,83740.0,104750.0,84120.0,104120.0,100070.0,98920.0,95560.0,79950.0,86260.0,100780.0,101750.0,91560.0,73920.0,80500.0,80870.0,93250.0,77960.0,96030.0,108110.0,84590.0,78480.0,91560.0,78850.0,76400.0,98920.0,13828.0,253.0,275.0,565.0,267.0,8824.0,631.0,126.0,43.0,631.0,1426.0,914.0,275.0,319.0,966.0,475.0,409.0,565.0,193.0,431.0,253.0,3692.0,2176.0,639.0,557.0,238.0,832.0,409.0,178.0,305.0,230.0,401.0,312.0,1872.0,2065.0,38.0,453.0,223.0,520.0,1344.0,74.0,178.0,126.0,312.0,1842.0,438.0,67.0,1226.0,1946.0,171.0,550.0,126.0,37.0,193.0,3.0
"Study basic principles of plant and animal life, such as origin, relationship, development, anatomy, and function.",study basic principles of plant and animal life such as origin relationship development anatomy and function,Research topics in area of expertise.,Maintain current knowledge in area of expertise.,Updating and Using Relevant Knowledge,Biologists,biologists,19-1020.01,Biologists,19-1029,19-1029.04,Biological Scientists,Life Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,3.869574290484141,False,2.2544476923076924,3.97,94.33,1.0877248036339549,0.6,E0,E2,98920.0,87260.0,106870.0,90290.0,76400.0,113530.0,93970.0,111940.0,113400.0,84590.0,83780.0,96820.0,95600.0,83320.0,82640.0,84570.0,82720.0,76400.0,79400.0,69590.0,104570.0,121680.0,107100.0,81540.0,76400.0,91170.0,63290.0,91560.0,82770.0,74210.0,83740.0,104750.0,84120.0,104120.0,100070.0,98920.0,95560.0,79950.0,86260.0,100780.0,101750.0,91560.0,73920.0,80500.0,80870.0,93250.0,77960.0,96030.0,108110.0,84590.0,78480.0,91560.0,78850.0,76400.0,98920.0,13828.0,253.0,275.0,565.0,267.0,8824.0,631.0,126.0,43.0,631.0,1426.0,914.0,275.0,319.0,966.0,475.0,409.0,565.0,193.0,431.0,253.0,3692.0,2176.0,639.0,557.0,238.0,832.0,409.0,178.0,305.0,230.0,401.0,312.0,1872.0,2065.0,38.0,453.0,223.0,520.0,1344.0,74.0,178.0,126.0,312.0,1842.0,438.0,67.0,1226.0,1946.0,171.0,550.0,126.0,37.0,193.0,3.0
"Study Constitution, statutes, decisions, regulations, and ordinances of quasi-judicial bodies to determine ramifications for cases.",study constitution statutes decisions regulations and ordinances of quasijudicial bodies to determine ramifications for cases,Research relevant legal materials to aid decision making.,Consult legal materials or public records.,Getting Information,Lawyers,lawyers,23-1011.00,Lawyers,23-1011,23-1011.00,Lawyers and Judicial Law Clerks,"Lawyers, Judges, and Related Workers",Legal Occupations,2026-05-31,0.0030529241359659,4.893919399045783,False,1.076626153846154,4.04,87.18,0.4085366351232334,0.5,E2,E2,159670.0,131970.0,149940.0,134260.0,98880.0,195080.0,168520.0,163600.0,173510.0,195190.0,133180.0,134830.0,124990.0,103400.0,160800.0,126860.0,123550.0,106650.0,101550.0,104100.0,113120.0,139110.0,176680.0,130520.0,155140.0,91690.0,133450.0,103720.0,109170.0,150510.0,120810.0,161430.0,119680.0,207860.0,127710.0,106880.0,131020.0,103060.0,138210.0,157180.0,138960.0,120310.0,102040.0,136180.0,154200.0,132830.0,127310.0,167210.0,154130.0,102420.0,126760.0,100130.0,122930.0,159670.0,118440.0,754500.0,6730.0,1120.0,11640.0,3430.0,95770.0,16720.0,8420.0,2920.0,33070.0,55210.0,23930.0,2270.0,2490.0,33590.0,8970.0,3550.0,4190.0,5770.0,10200.0,2280.0,13810.0,23560.0,16620.0,12380.0,3100.0,11560.0,2380.0,3490.0,6490.0,2250.0,23160.0,3380.0,91870.0,17000.0,1050.0,19950.0,6980.0,7150.0,27170.0,1840.0,7890.0,1360.0,9010.0,56580.0,7020.0,1330.0,18580.0,12770.0,2440.0,9160.0,900.0,180.0,4020.0,150.0
"Study Constitution, statutes, decisions, regulations, and ordinances of quasi-judicial bodies to determine ramifications for cases.",study constitution statutes decisions regulations and ordinances of quasijudicial bodies to determine ramifications for cases,Identify implications for cases from legal precedents or other legal information.,"Research laws, precedents, or other legal data.",Analyzing Data or Information,Lawyers,lawyers,23-1011.00,Lawyers,23-1011,23-1011.00,Lawyers and Judicial Law Clerks,"Lawyers, Judges, and Related Workers",Legal Occupations,2026-05-31,0.0030529241359659,4.893919399045783,False,1.076626153846154,4.04,87.18,0.4085366351232334,0.5,E2,E2,159670.0,131970.0,149940.0,134260.0,98880.0,195080.0,168520.0,163600.0,173510.0,195190.0,133180.0,134830.0,124990.0,103400.0,160800.0,126860.0,123550.0,106650.0,101550.0,104100.0,113120.0,139110.0,176680.0,130520.0,155140.0,91690.0,133450.0,103720.0,109170.0,150510.0,120810.0,161430.0,119680.0,207860.0,127710.0,106880.0,131020.0,103060.0,138210.0,157180.0,138960.0,120310.0,102040.0,136180.0,154200.0,132830.0,127310.0,167210.0,154130.0,102420.0,126760.0,100130.0,122930.0,159670.0,118440.0,754500.0,6730.0,1120.0,11640.0,3430.0,95770.0,16720.0,8420.0,2920.0,33070.0,55210.0,23930.0,2270.0,2490.0,33590.0,8970.0,3550.0,4190.0,5770.0,10200.0,2280.0,13810.0,23560.0,16620.0,12380.0,3100.0,11560.0,2380.0,3490.0,6490.0,2250.0,23160.0,3380.0,91870.0,17000.0,1050.0,19950.0,6980.0,7150.0,27170.0,1840.0,7890.0,1360.0,9010.0,56580.0,7020.0,1330.0,18580.0,12770.0,2440.0,9160.0,900.0,180.0,4020.0,150.0
"Study diagnostic records, such as medical or dental histories, plaster models of the teeth, photos of a patient's face and teeth, and X-rays, to develop patient treatment plans.",study diagnostic records such as medical or dental histories plaster models of the teeth photos of a patients face and teeth and xrays to develop patient treatment plans,Analyze patient data to determine patient needs or treatment goals.,Analyze health or medical data.,Analyzing Data or Information,Orthodontists,orthodontists,29-1023.00,Orthodontists,29-1023,29-1023.00,Dentists,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.862000000000001,False,4.020232307692307,4.9,100.0,0.9825237142857144,0.3,E2,E2,289140.0,253670.0,289140.0,272330.0,289140.0,289140.0,416000.0,478680.0,289140.0,289140.0,289140.0,159230.0,289140.0,289140.0,343100.0,289140.0,289140.0,289140.0,289140.0,289140.0,301250.0,361030.0,289140.0,357090.0,289140.0,289140.0,332630.0,312840.0,289140.0,289140.0,289140.0,289140.0,289140.0,172980.0,224990.0,289140.0,219300.0,289140.0,289140.0,311180.0,289140.0,311450.0,289140.0,339610.0,289140.0,289140.0,289140.0,289140.0,290430.0,289140.0,212860.0,289140.0,289140.0,289140.0,289140.0,6210.0,84.0,13.0,120.0,52.0,723.0,160.0,67.0,19.0,28.0,450.0,194.0,25.0,40.0,242.0,127.0,62.0,57.0,79.0,77.0,60.0,110.0,144.0,140.0,117.0,90.0,116.0,20.0,41.0,62.0,27.0,170.0,35.0,130.0,160.0,17.0,250.0,30.0,78.0,241.0,20.0,91.0,18.0,130.0,1070.0,69.0,12.0,163.0,290.0,28.0,90.0,11.0,3.0,37.0,1.0
"Study drawings, specifications, mockups, and product samples to integrate and delineate technology, operating procedure, and production sequence and detail.",study drawings specifications mockups and product samples to integrate and delineate technology operating procedure and production sequence and detail,Review details of technical drawings or specifications.,Read documents or materials to inform work processes.,Getting Information,Technical Writers,technical writers,27-3042.00,Technical Writers,27-3042,27-3042.00,Writers and Editors,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0113071264295034,4.984318455971049,True,1.2365438461538465,3.84,82.3,0.3423771670307886,0.4,E2,E2,90390.0,85840.0,83200.0,79780.0,61180.0,104000.0,100610.0,101870.0,90370.0,117810.0,86240.0,73070.0,90390.0,90390.0,88700.0,75510.0,66520.0,73550.0,81070.0,63790.0,90390.0,100990.0,109200.0,85270.0,83270.0,65220.0,80840.0,75070.0,90390.0,88750.0,96300.0,122320.0,94970.0,98310.0,86320.0,72990.0,76480.0,69760.0,84000.0,87620.0,102360.0,82540.0,63350.0,79550.0,82750.0,80270.0,87860.0,93600.0,104070.0,90390.0,80030.0,90390.0,90390.0,46950.0,90390.0,45500.0,630.0,130.0,730.0,150.0,5280.0,1320.0,770.0,80.0,440.0,2550.0,1680.0,30.0,430.0,1040.0,540.0,640.0,480.0,340.0,320.0,310.0,1780.0,1850.0,970.0,910.0,70.0,500.0,160.0,190.0,230.0,230.0,1550.0,420.0,1610.0,2860.0,70.0,1350.0,600.0,590.0,1330.0,150.0,700.0,70.0,480.0,3340.0,570.0,60.0,2280.0,1620.0,130.0,910.0,30.0,19.0,60.0,9.0
"Study, examine, and test acquisitions to authenticate their origin, composition, history, and to assess their current value.",study examine and test acquisitions to authenticate their origin composition history and to assess their current value,Evaluate characteristics of archival or historical objects.,Inspect characteristics or conditions of materials or products.,"Inspecting Equipment, Structures, or Materials",Curators,curators,25-4012.00,Curators,25-4012,25-4012.00,"Archivists, Curators, and Museum Technicians","Librarians, Curators, and Archivists",Educational Instruction and Library Occupations,2026-05-31,0.0030529241359659,5.0,True,0.3860303846153846,3.84,86.34,0.4829736242613029,1.7649111915736,E2,E2,63420.0,61120.0,63880.0,63510.0,53870.0,78740.0,73630.0,76510.0,56800.0,93310.0,59500.0,57810.0,50720.0,62190.0,63060.0,53910.0,53830.0,56630.0,55460.0,60080.0,56470.0,63750.0,77790.0,63190.0,53920.0,40600.0,59960.0,54460.0,58600.0,69900.0,82490.0,77800.0,63690.0,79120.0,49470.0,63420.0,63640.0,60560.0,62790.0,62100.0,77930.0,47200.0,74990.0,57580.0,59990.0,59910.0,56520.0,58200.0,74030.0,63420.0,64370.0,61910.0,63420.0,63420.0,63420.0,12150.0,150.0,90.0,150.0,80.0,1140.0,300.0,190.0,60.0,140.0,420.0,230.0,140.0,50.0,410.0,220.0,230.0,120.0,130.0,160.0,110.0,170.0,370.0,360.0,220.0,30.0,260.0,100.0,120.0,100.0,60.0,120.0,140.0,1330.0,600.0,33.0,370.0,150.0,260.0,520.0,70.0,120.0,50.0,190.0,690.0,50.0,60.0,450.0,260.0,54.0,300.0,90.0,5.0,73.0,2.0
"Study illustrations and photographs to plan presentation of materials, products, or services.",study illustrations and photographs to plan presentation of materials products or services,Review art or design materials.,Study details of artistic productions.,Getting Information,Graphic Designers,graphic designers,27-1024.00,Graphic Designers,27-1024,27-1024.00,Designers,Art and Design Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0113071264295034,4.789933909506863,False,1.5511353846153846,4.1,100.0,0.2498798095238095,0.2,E2,E2,62960.0,51070.0,62570.0,58510.0,46220.0,75130.0,66330.0,72700.0,60130.0,87920.0,61660.0,60250.0,58070.0,50350.0,62560.0,55480.0,50310.0,53630.0,52960.0,49910.0,60030.0,75120.0,76710.0,57350.0,63860.0,45640.0,56750.0,56890.0,56700.0,62890.0,60490.0,73790.0,56730.0,77340.0,58450.0,56470.0,60080.0,53630.0,66040.0,60730.0,78220.0,57170.0,48390.0,57270.0,60150.0,62310.0,65690.0,72310.0,72710.0,40350.0,59900.0,45150.0,33800.0,34180.0,62960.0,197830.0,1760.0,180.0,3560.0,1390.0,27390.0,4200.0,1930.0,360.0,1150.0,12660.0,5920.0,520.0,920.0,8960.0,3450.0,2100.0,1730.0,2060.0,1750.0,560.0,3050.0,4450.0,6070.0,5570.0,830.0,4500.0,610.0,1670.0,1570.0,790.0,5670.0,850.0,14530.0,5660.0,460.0,7280.0,2040.0,4140.0,8150.0,750.0,1930.0,470.0,3880.000000000001,13670.0,2720.0,410.0,4740.0,3960.0,520.0,4130.0,240.0,70.0,1280.0,41.0
Study preliminary reports or diagrams of infested area and determine treatment type required to eliminate and prevent recurrence of infestation.,study preliminary reports or diagrams of infested area and determine treatment type required to eliminate and prevent recurrence of infestation,Evaluate reports or designs to determine work needs.,Read documents or materials to inform work processes.,Getting Information,Pest Control Workers,pest control workers,37-2021.00,Pest Control Workers,37-2021,37-2021.00,Pest Control Workers,Building Cleaning and Pest Control Workers,Building and Grounds Cleaning and Maintenance Occupations,2026-05-31,0.0030529241359659,4.7084,False,0.7343073076923077,3.68,72.55,0.1438018284029339,0.3,E2,E2,45250.0,38410.0,46900.0,44430.0,37710.0,47190.0,48650.0,49010.0,45300.0,45250.0,44320.0,37860.0,48570.0,40220.0,46450.0,38600.0,45290.0,38690.0,42310.0,44570.0,48340.0,47360.0,45560.0,44470.0,41640.0,37200.0,42690.0,41730.0,38960.0,49240.0,48000.0,48780.0,37070.0,48530.0,44740.0,48020.0,40110.0,39050.0,46570.0,45720.0,45030.0,43130.0,49920.0,39690.0,37660.0,44740.0,46320.0,45950.0,51300.0,37510.0,45350.0,44500.0,28340.0,23410.0,36330.0,102620.0,2540.0,40.0,3200.0,1030.0,11941.0,970.0,880.0,300.0,460.0,12400.0,5770.0,740.0,620.0,2470.0,1670.0,540.0,760.0,1030.0,1930.0,320.0,1670.0,1900.0,1460.0,670.0,960.0,1440.0,100.0,460.0,790.0,260.0,2270.0,320.0,4220.0,4870.0,120.0,2170.0,1310.0,740.0,2260.0,270.0,2660.0,190.0,3340.0,9470.0,1050.0,80.0,3040.0,1430.0,460.0,1060.0,50.0,40.0,300.0,30.0
Study scripts to become familiar with production concepts and requirements.,study scripts to become familiar with production concepts and requirements,Study scripts to determine project requirements.,Study details of artistic productions.,Getting Information,Film and Video Editors,film and video editors,27-4032.00,Film and Video Editors,27-4032,27-4032.00,"Television, Video, and Film Camera Operators and Editors",Media and Communication Equipment Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.912979966611019,False,3.0754511538461538,3.96,80.64,0.2225432600740823,0.1,E1,E1,75420.0,74410.0,38800.0,45840.0,48480.0,88490.0,84620.0,83550.0,75420.0,98830.0,60430.0,51280.0,75420.0,54080.0,72460.0,46780.0,75420.0,50900.0,62330.0,66870.0,75420.0,78380.0,92130.0,59100.0,53150.0,50410.0,57950.0,42520.0,55810.0,65720.0,61250.0,82890.0,49400.0,103440.0,60020.0,75420.0,56410.0,55210.0,72300.0,75420.0,75420.0,75420.0,39090.0,57880.0,61220.0,76240.0,63080.0,78740.0,66870.0,48440.0,53430.0,75420.0,75420.0,44490.0,75420.0,25610.0,120.0,30.0,350.0,80.0,8110.0,380.0,600.0,79.0,370.0,1490.0,800.0,103.0,100.0,310.0,450.0,255.0,70.0,60.0,80.0,105.0,250.0,550.0,360.0,200.0,50.0,380.0,110.0,120.0,320.0,100.0,620.0,160.0,3710.0,400.0,70.0,340.0,100.0,360.0,850.0,82.0,160.0,30.0,560.0,1040.0,370.0,100.0,672.0,450.0,30.0,240.0,46.0,11.0,110.0,5.0
"Study the objectives, promotional policies, or needs of organizations to develop public relations strategies that will influence public opinion or promote ideas, products, or services.",study the objectives promotional policies or needs of organizations to develop public relations strategies that will influence public opinion or promote ideas products or services,Develop promotional strategies or plans.,Develop business or marketing plans.,Thinking Creatively,Public Relations Specialists,public relations specialists,27-3031.00,Public Relations Specialists,27-3031,27-3031.00,Public Relations Specialists,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0113071264295034,4.536832220367279,False,0.7721553846153846,4.1,95.45,0.5574875159584844,0.8999999999999999,E1,E2,74750.0,61710.0,70050.0,66710.0,65000.0,85030.0,80680.0,84990.0,76120.0,102740.0,63660.0,73200.0,63880.0,61110.0,76380.0,64900.0,62970.0,64860.0,60150.0,60470.0,62450.0,79560.0,79660.0,65300.0,68620.0,59810.0,61130.0,63780.0,61780.0,73840.0,73280.0,80130.0,68700.0,81250.0,67230.0,70280.0,64840.0,64920.0,74900.0,57460.0,77540.0,62730.0,64520.0,60900.0,65160.0,62670.0,66060.0,80380.0,87470.0,56730.0,67240.0,67490.0,48460.0,44950.0,59990.0,283380.0,2410.0,640.0,5350.0,980.0,32710.0,7410.0,1910.0,930.0,16720.0,17820.0,6860.0,1800.0,1220.0,6200.0,3750.0,2890.0,2340.0,2580.0,1710.0,1400.0,4190.0,6760.0,7510.0,8260.0,950.0,4820.0,1760.0,1590.0,1600.0,1140.0,4980.0,1130.0,28250.0,9910.0,640.0,6670.0,2280.0,4510.0,11180.0,1140.0,2950.0,210.0,3380.0,25220.0,1800.0,1260.0,9990.0,6430.0,350.0,4410.0,480.0,121.0,520.0,60.0
Submit daily reports on facility operations.,submit daily reports on facility operations,Record operational or production data.,Maintain operational records.,Documenting/Recording Information,Gas Compressor and Gas Pumping Station Operators,gas compressor and gas pumping station operators,53-7071.00,Gas Compressor and Gas Pumping Station Operators,53-7071,53-7071.00,Pumping Station Operators,Material Moving Workers,Transportation and Material Moving Occupations,2026-05-31,0.0030529241359659,4.8445,False,1.3277692307692308,4.04,99.37,0.4825122690902734,0.4,E2,E1,77320.0,43440.0,106440.0,77320.0,77320.0,77320.0,76200.0,77320.0,77320.0,77320.0,77320.0,77320.0,77320.0,77320.0,77320.0,100280.0,77320.0,107730.0,77320.0,79970.0,77320.0,77320.0,77320.0,78240.0,77320.0,77320.0,77320.0,83750.0,64620.0,77320.0,77320.0,77320.0,77320.0,59040.0,77320.0,77320.0,85930.0,82150.0,51150.0,60170.0,77320.0,77320.0,44440.0,45350.0,82120.0,77320.0,77320.0,64990.0,57500.0,65050.0,77320.0,77320.0,77320.0,21840.0,77320.0,3510.0,60.0,60.0,73.0,29.0,408.0,64.0,38.0,11.0,16.0,223.0,110.0,14.0,19.0,137.0,40.0,35.0,50.0,45.0,60.0,14.0,62.0,30.0,40.0,66.0,26.0,66.0,100.0,40.0,35.0,15.0,96.0,20.0,60.0,111.0,10.0,120.0,140.0,44.0,300.0,11.0,52.0,10.0,74.0,1350.0,39.0,7.0,40.0,120.0,200.0,66.0,6.0,1.0,50.0,1.0
"Submit project deliverables, ensuring adherence to quality standards.",submit project deliverables ensuring adherence to quality standards,Inspect products or operations to ensure that standards are met.,Monitor operations to ensure compliance with regulations or standards.,"Monitoring Processes, Materials, or Surroundings",Information Technology Project Managers,information technology project managers,15-1199.09,Information Technology Project Managers,15-1299,15-1299.09,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.625329547759074,False,0.6330769230769231,4.25,95.24,0.0469479742080062,0.1,E2,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,45756.0,1658.0,448.0,5510.0,706.0,50541.0,7441.0,1955.0,860.0,10846.0,13709.999999999998,13009.0,1312.0,656.0,7037.0,2106.0,2428.0,845.0,1850.0,3166.0,900.0,12019.0,3891.0,4692.0,2636.0,914.0,14340.000000000002,341.0,1438.0,1646.0,612.0,7573.0,1040.0,11460.0,9515.0,460.0,6150.0,2094.0,1545.0,14580.0,523.0,2711.0,240.0,6892.0,35956.0,4212.0,832.0,10720.0,9055.0,2131.0,2951.0,107.0,177.0,555.0,25.0
"Submit project deliverables, ensuring adherence to quality standards.",submit project deliverables ensuring adherence to quality standards,Evaluate utility of software or hardware technologies.,"Evaluate the characteristics, usefulness, or performance of products or technologies.","Judging the Qualities of Objects, Services, or People",Information Technology Project Managers,information technology project managers,15-1199.09,Information Technology Project Managers,15-1299,15-1299.09,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.625329547759074,False,0.6330769230769231,4.25,95.24,0.0469479742080062,0.1,E2,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,45756.0,1658.0,448.0,5510.0,706.0,50541.0,7441.0,1955.0,860.0,10846.0,13709.999999999998,13009.0,1312.0,656.0,7037.0,2106.0,2428.0,845.0,1850.0,3166.0,900.0,12019.0,3891.0,4692.0,2636.0,914.0,14340.000000000002,341.0,1438.0,1646.0,612.0,7573.0,1040.0,11460.0,9515.0,460.0,6150.0,2094.0,1545.0,14580.0,523.0,2711.0,240.0,6892.0,35956.0,4212.0,832.0,10720.0,9055.0,2131.0,2951.0,107.0,177.0,555.0,25.0
Suggest specific product purchases to meet customers' needs.,suggest specific product purchases to meet customers needs,Recommend products or services to customers.,Advise others on products or services.,Providing Consultation and Advice to Others,Demonstrators and Product Promoters,demonstrators and product promoters,41-9011.00,Demonstrators and Product Promoters,41-9011,41-9011.00,"Models, Demonstrators, and Product Promoters",Other Sales and Related Workers,Sales and Related Occupations,2026-05-31,0.0791498850065242,4.651768693073501,False,3.1209038461538463,4.34,86.82,0.2395829712274872,0.1,E1,E0,39320.0,28630.0,39320.0,39780.0,33640.0,46220.0,37750.0,36890.0,31200.0,39750.0,31300.0,32180.0,38490.0,31370.0,36550.0,47630.0,37050.0,33770.0,42910.0,29680.0,35880.0,38900.0,47590.0,50290.0,34180.0,28470.0,37740.0,33070.0,32180.0,45030.0,38510.0,36420.0,29110.0,49150.0,36650.0,32180.0,34610.0,45760.0,38430.0,36910.0,47600.0,38590.0,29560.0,35070.0,38780.0,38280.0,37040.0,41600.0,38670.0,39320.0,38220.0,39320.0,39320.0,22530.0,39320.0,64520.0,871.0,134.0,3130.0,180.0,18140.0,1150.0,490.0,200.0,150.0,3160.0,560.0,280.0,330.0,2890.0,530.0,280.0,380.0,480.0,798.0,190.0,170.0,1000.0,1360.0,1400.0,160.0,610.0,100.0,200.0,1200.0,60.0,1550.0,560.0,4510.0,2037.0,177.0,710.0,470.0,1700.0,720.0,50.0,190.0,70.0,430.0,4930.0,800.0,150.0,1870.0,4020.000000000001,289.0,220.0,116.0,27.0,930.0,13.0
"Supervise and monitor production processes to ensure efficient use of equipment, timely changes to specifications, and project completion within time frame and budget.",supervise and monitor production processes to ensure efficient use of equipment timely changes to specifications and project completion within time frame and budget,Monitor operational procedures in technical environments to ensure conformance to standards.,Monitor operations to ensure adequate performance.,"Monitoring Processes, Materials, or Surroundings",Materials Scientists,materials scientists,19-2032.00,Materials Scientists,19-2032,19-2032.00,Chemists and Materials Scientists,Physical Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.739068246832857,False,0.7713942307692307,4.0,76.19,0.3077427691984838,0.6,E0,E2,117790.0,117790.0,117790.0,117790.0,117790.0,177030.0,117290.0,130320.0,117790.0,137600.0,102340.0,91970.0,117790.0,117790.0,125850.0,130540.0,88320.0,115490.0,117790.0,117790.0,117790.0,112400.0,132600.0,107410.0,132160.0,117790.0,117790.0,71810.0,117790.0,97490.0,119990.0,103150.0,117790.0,131740.0,106470.0,117790.0,108830.0,117790.0,150550.0,106920.0,117790.0,101930.0,117790.0,69010.0,72700.0,126840.0,117790.0,124150.0,127250.0,117790.0,137700.0,117790.0,117790.0,117790.0,117790.0,8470.0,114.0,18.0,175.0,71.0,1030.0,370.0,50.0,90.0,38.0,200.0,350.0,34.0,46.0,380.0,320.0,180.0,40.0,108.0,105.0,35.0,270.0,890.0,230.0,290.0,63.0,159.0,50.0,55.0,100.0,80.0,440.0,47.0,530.0,490.0,23.0,450.0,92.0,100.0,100.0,27.0,80.0,25.0,60.0,300.0,110.0,16.0,100.0,290.0,38.0,70.0,15.0,4.0,51.0,2.0
"Supply guests or travelers with directions, travel information, and other information, such as available services and points of interest.",supply guests or travelers with directions travel information and other information such as available services and points of interest,Provide attraction or event information to patrons.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,Baggage Porters and Bellhops,baggage porters and bellhops,39-6011.00,Baggage Porters and Bellhops,39-6011,39-6011.00,"Baggage Porters, Bellhops, and Concierges","Baggage Porters, Bellhops, and Concierges",Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.666533346665334,False,4.125916923076923,4.47,99.7,0.345438185443669,0.1,E1,E2,37080.0,25150.0,32150.0,36740.0,31200.0,40040.0,39160.0,37420.0,37080.0,38170.0,30890.0,29070.0,42240.0,33510.0,40390.0,27910.0,31150.0,27870.0,37940.0,26320.0,36870.0,36310.0,41040.0,30930.0,37080.0,22560.0,30800.0,30830.0,33640.0,36880.0,27600.0,41080.0,29890.0,48610.0,32940.0,37080.0,28200.0,26260.0,40660.0,34270.0,34300.0,25850.0,27490.0,32060.0,31080.0,30730.0,36490.0,36530.0,41010.0,24090.0,31200.0,36260.0,37080.0,21840.0,28720.0,28510.0,60.0,70.0,490.0,60.0,2940.0,410.0,130.0,88.0,380.0,4430.0,370.0,1370.0,70.0,1480.0,140.0,30.0,30.0,260.0,690.0,60.0,520.0,1300.0,410.0,537.0,220.0,260.0,40.0,70.0,2170.0,50.0,570.0,90.0,3610.0,650.0,78.0,80.0,130.0,240.0,700.0,40.0,330.0,40.0,570.0,1050.0,240.0,90.0,800.0,270.0,50.0,310.0,60.0,12.0,210.0,80.0
"Supply guests or travelers with directions, travel information, and other information, such as available services and points of interest.",supply guests or travelers with directions travel information and other information such as available services and points of interest,Provide patrons with directions to locales or attractions.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,Baggage Porters and Bellhops,baggage porters and bellhops,39-6011.00,Baggage Porters and Bellhops,39-6011,39-6011.00,"Baggage Porters, Bellhops, and Concierges","Baggage Porters, Bellhops, and Concierges",Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.666533346665334,False,4.125916923076923,4.47,99.7,0.345438185443669,0.1,E1,E2,37080.0,25150.0,32150.0,36740.0,31200.0,40040.0,39160.0,37420.0,37080.0,38170.0,30890.0,29070.0,42240.0,33510.0,40390.0,27910.0,31150.0,27870.0,37940.0,26320.0,36870.0,36310.0,41040.0,30930.0,37080.0,22560.0,30800.0,30830.0,33640.0,36880.0,27600.0,41080.0,29890.0,48610.0,32940.0,37080.0,28200.0,26260.0,40660.0,34270.0,34300.0,25850.0,27490.0,32060.0,31080.0,30730.0,36490.0,36530.0,41010.0,24090.0,31200.0,36260.0,37080.0,21840.0,28720.0,28510.0,60.0,70.0,490.0,60.0,2940.0,410.0,130.0,88.0,380.0,4430.0,370.0,1370.0,70.0,1480.0,140.0,30.0,30.0,260.0,690.0,60.0,520.0,1300.0,410.0,537.0,220.0,260.0,40.0,70.0,2170.0,50.0,570.0,90.0,3610.0,650.0,78.0,80.0,130.0,240.0,700.0,40.0,330.0,40.0,570.0,1050.0,240.0,90.0,800.0,270.0,50.0,310.0,60.0,12.0,210.0,80.0
"Support children's emotional and social development, encouraging understanding of others and positive self-concepts.",support childrens emotional and social development encouraging understanding of others and positive selfconcepts,"Provide counsel, comfort, or encouragement to individuals or families.",Counsel others about personal matters.,Providing Consultation and Advice to Others,Childcare Workers,childcare workers,39-9011.00,Childcare Workers,39-9011,39-9011.00,Childcare Workers,Other Personal Care and Service Workers,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.2368421052631575,False,2.514872307692308,4.35,94.81,0.2035426371328073,0.1,E0,E0,34980.0,22720.0,36200.0,35100.0,28450.0,40020.0,40750.0,36660.0,33210.0,47340.0,34210.0,28020.0,37030.0,30160.0,35830.0,30180.0,28420.0,29240.0,28920.0,22900.0,36350.0,36030.0,40900.0,30970.0,35520.0,22050.0,30790.0,35120.0,30740.0,29740.0,37080.0,36390.0,35840.0,37590.0,29140.0,30290.0,29680.0,27730.0,38650.0,30140.0,36940.0,29650.0,27940.0,29660.0,28570.0,31630.0,38030.0,34330.0,41680.0,27710.0,32460.0,28250.0,22020.0,22600.0,28010.0,518910.0,4580.0,1340.0,5530.0,5400.0,52780.0,13310.0,12020.0,1230.0,1350.0,21760.0,21040.0,1870.0,4430.0,23900.0,8280.0,6020.0,7430.0,5820.0,8000.0,4990.0,9750.0,13140.0,14010.0,11570.0,5420.0,12430.0,2190.0,9390.0,3740.0,2820.0,25070.0,4120.0,44020.0,12550.0,4030.0,11300.0,7590.0,5240.0,13000.0,1800.0,10660.0,2370.0,13650.0,34160.0,4830.0,1007.0,13930.0,4340.0,1930.0,5560.0,1110.0,221.0,1960.0,50.0
Support the development of training materials and technical manuals.,support the development of training materials and technical manuals,Develop training materials.,Prepare informational or instructional materials.,Documenting/Recording Information,Logisticians,logisticians,13-1081.00,Logisticians,13-1081,13-1081.00,Logisticians and Project Management Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.930837181288898,False,0.1186992307692307,3.0,91.67,0.057503742071979,0.6,E1,E1,82320.0,98450.0,87280.0,77620.0,78400.0,92890.0,96090.0,85450.0,96090.0,104770.0,76410.0,77570.0,100340.0,73920.0,80100.0,77670.0,78740.0,69520.0,68420.0,75230.0,77780.0,102700.0,100360.0,83200.0,82320.0,75160.0,78350.0,81270.0,65370.0,79600.0,81270.0,92280.0,98430.0,88240.0,80780.0,72800.0,83460.0,86600.0,83180.0,79340.0,76180.0,80330.0,80020.0,71280.0,75480.0,83300.0,83560.0,98920.0,107250.0,71590.0,73180.0,85550.0,65440.0,54380.0,68790.0,73990.0,4589.0,469.0,4244.0,1963.0,29126.0,3970.0,1945.0,460.0,1194.0,13281.0,11123.0,504.0,504.0,12529.0,3890.0,2193.0,1574.0,2290.0,1512.0,504.0,6048.0,4642.0,9081.0,3051.0,1379.0,3042.0,248.0,1326.0,1141.0,610.0,5553.0,752.0,6128.0,6950.0,274.0,7949.0,3387.0,2803.0,8824.0,486.0,4642.0,186.0,4412.0,18595.0,3325.0,230.0,9320.0,5013.0,522.0,4545.0,106.0,115.0,981.0,35.0
Synthesize current business intelligence or trend data to support recommendations for action.,synthesize current business intelligence or trend data to support recommendations for action,Analyze market or customer related data.,Analyze market or industry conditions.,Analyzing Data or Information,Business Intelligence Analysts,business intelligence analysts,15-1199.08,Business Intelligence Analysts,15-2051,15-2051.01,Data Scientists,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.1696068964425518,4.935441897707937,False,0.9576230769230768,3.59,100.0,0.509818607072099,0.7,E2,E2,120230.0,103120.0,84110.0,107240.0,109390.0,141590.0,117400.0,126340.0,120230.0,126490.0,115820.0,104340.0,102130.0,89380.0,106560.0,91470.0,95830.0,98130.0,91760.0,78760.0,90880.0,136370.0,131750.0,100590.0,128800.0,69490.0,97090.0,100490.0,98230.0,98540.0,100620.0,135280.0,95850.0,130460.0,119090.0,81900.0,102630.0,86310.0,125990.0,106850.0,102440.0,91990.0,96150.0,100330.0,122090.0,108090.0,127070.0,126430.0,163350.0,85090.0,106680.0,120230.0,120230.0,80350.0,120230.0,137672.0,2738.0,362.0,7176.0,834.0,61864.0,9883.0,2770.0,1212.0,4218.0,16115.0,14573.0,472.0,2125.0,16556.0,5634.0,3620.0,771.0,2424.0,2046.0,1904.0,5256.0,14825.0,11583.0,6327.0,692.0,7444.0,346.0,3116.0,2644.0,1731.0,10119.0,881.0,37723.0,17988.0,330.0,9600.0,2990.0,3368.0,21734.0,1826.0,3750.000000000001,346.0,4391.0,40697.0,6862.0,200.00000000000003,14038.0,15108.0,614.0,6877.0,247.0,58.0,100.0,28.0
Take inventory or examine merchandise to identify items to be reordered or replenished.,take inventory or examine merchandise to identify items to be reordered or replenished,Monitor inventories of products or materials.,Monitor resources or inventories.,Monitoring and Controlling Resources,Stock Clerks and Order Fillers,stock clerks and order fillers,43-5081.00,Stockers and Order Fillers,53-7065,53-7065.00,Laborers and Material Movers,Material Moving Workers,Transportation and Material Moving Occupations,2026-05-31,0.0030529241359659,4.5582275890298805,True,1.158776923076923,3.86,78.64,0.2538279871137857,0.3,E0,E2,37330.0,34290.0,40310.0,37500.0,34700.0,42870.0,42350.0,40590.0,37420.0,39640.0,36400.0,35620.0,39300.0,37310.0,37680.0,36250.0,36640.0,35450.0,36810.0,34490.0,37220.0,37690.0,37540.0,35930.0,37120.0,34270.0,36710.0,39050.0,35920.0,37380.0,36780.0,37250.0,35830.0,39030.0,35950.0,36790.0,37130.0,34790.0,43480.0,36640.0,36470.0,36020.0,37650.0,36140.0,36840.0,37690.0,37130.0,36380.0,44620.0,34510.0,35000.0,39580.0,22910.0,25030.0,28130.0,2833810.0,46580.0,6770.0,57510.0,28350.0,310870.0,55520.0,35490.0,7080.0,3150.0,171380.0,86660.0,8830.0,12450.0,109240.0,66420.0,26770.0,26750.0,47730.0,31710.0,11950.0,34980.0,49760.0,82730.0,40270.0,23420.0,67390.0,8900.0,17980.0,31270.0,14400.0,64070.0,16540.0,146140.0,87510.0,5240.0,129760.0,32910.0,42690.0,119840.0,6660.0,41800.0,11460.0,60130.0,322710.0,26730.0,5360.0,69660.0,57370.0,12520.0,47580.0,4800.0,1200.0,19230.0,410.0
"Talk to coworkers using electronic devices, such as computers and radios.",talk to coworkers using electronic devices such as computers and radios,Exchange information with colleagues.,Communicate with others about operational plans or activities.,"Communicating with Supervisors, Peers, or Subordinates","Managers, All Other",managers all other,11-9199.00,"Entertainment and Recreation Managers, Except Gambling",11-9072,11-9072.00,Entertainment and Recreation Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0339213792885103,4.8405025262870405,False,3.78712,4.34,93.76,0.2947251506024096,0.1,E2,E1,95304.6153846154,90272.30769230767,90693.84615384616,92126.92307692308,68699.23076923077,108183.84615384616,106034.6153846154,96861.53846153848,113917.57396449705,107678.46153846152,93593.07692307692,96395.3846153846,78972.30769230769,95442.30769230767,95420.76923076923,85093.84615384616,87856.92307692308,90773.07692307692,81216.92307692308,77939.23076923077,95968.46153846152,97018.46153846152,106577.69230769233,90176.15384615384,100875.3846153846,75423.84615384616,91263.07692307692,90171.4201183432,74956.15384615384,94533.84615384616,87566.92307692308,112706.15384615384,103380.65088757395,114070.76923076923,93795.3846153846,95896.8047337278,84283.84615384616,83833.84615384616,97086.15384615384,90562.30769230767,99778.46153846152,90138.46153846152,80326.92307692308,81163.84615384616,92304.6153846154,91390.76923076923,84344.61538461539,106673.84615384616,115738.46153846152,78096.92307692308,91290.76923076923,92452.30769230767,75965.26627218934,58864.61538461538,81413.72781065089,750150.0000000001,2266.923076923077,1386.923076923077,16138.46153846154,3885.384615384616,81340.0,22713.07692307692,5862.307692307692,1940.1538461538464,3588.4615384615386,53677.69230769231,20263.07692307692,1095.3846153846157,4014.6153846153848,19820.000000000004,8391.538461538461,4843.076923076923,4205.384615384615,7188.461538461538,5600.769230769231,1835.384615384616,21425.384615384617,15520.0,18050.0,13197.692307692309,3018.4615384615386,14970.76923076923,2789.846153846154,2303.846153846154,5865.384615384616,2710.7692307692305,20287.69230769231,3022.3076923076924,47500.0,25430.76923076923,2031.692307692308,24112.30769230769,7798.461538461539,13703.076923076922,25402.30769230769,2698.4615384615386,11932.307692307691,956.1538461538462,14552.307692307691,97089.23076923077,11502.307692307691,906.9230769230768,30460.0,25283.07692307692,1775.3846153846152,15013.076923076924,838.4615384615385,375.0769230769231,1650.0,109.6923076923077
Teach artistic techniques to children or adults.,teach artistic techniques to children or adults,Teach classes in area of specialization.,Teach academic or vocational subjects.,Training and Teaching Others,"Fine Artists, Including Painters, Sculptors, and Illustrators",fine artists including painters sculptors and illustrators,27-1013.00,"Fine Artists, Including Painters, Sculptors, and Illustrators",27-1013,27-1013.00,Artists and Related Workers,Art and Design Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,3.875053123671909,True,0.4170511538461539,2.99,43.69,0.1845642180398611,0.7999999999999999,E0,E0,55490.0,55490.0,55490.0,56160.0,32340.0,58240.0,51910.0,71210.0,55490.0,55490.0,50360.0,65010.0,55490.0,55490.0,53850.0,55490.0,55490.0,25830.0,48050.0,40700.0,46170.0,66180.0,55490.0,38650.0,61730.0,55490.0,49820.0,55490.0,39800.0,81630.0,55490.0,55490.0,63090.0,78870.0,55490.0,55490.0,31780.0,47830.0,98540.0,54270.0,55490.0,55490.0,55490.0,30720.0,49650.0,57270.0,55490.0,47930.0,72430.0,55490.0,53350.0,55490.0,55490.0,55490.0,55490.0,11220.0,152.0,23.0,110.0,40.0,2560.0,250.0,100.0,35.0,50.0,1010.0,350.0,45.0,61.0,437.0,210.0,112.0,40.0,60.0,139.0,46.0,80.0,140.0,220.0,211.0,83.0,110.0,50.0,40.0,160.0,49.0,310.0,70.0,1400.0,390.0,31.0,510.0,60.0,141.0,435.0,36.0,160.0,33.0,100.0,700.0,80.0,22.0,230.0,350.0,50.0,100.0,20.0,5.0,67.0,2.0
Teach classes or courses to students.,teach classes or courses to students,Teach classes in area of specialization.,Teach academic or vocational subjects.,Training and Teaching Others,"Education Administrators, Elementary and Secondary School",education administrators elementary and secondary school,11-9032.00,"Education Administrators, Kindergarten through Secondary",11-9032,11-9032.00,Education and Childcare Administrators,Other Management Occupations,Management Occupations,2026-05-31,0.0565356321475172,3.277349117429448,False,1.4499153846153847,3.51,71.32,0.4615527637297178,0.5,E2,E0,105870.0,97480.0,125520.0,97480.0,86330.0,159950.0,110530.0,156240.0,132710.0,137470.0,96490.0,103360.0,126760.0,101090.0,113360.0,98770.0,104260.0,100530.0,99920.0,83360.0,102890.0,131510.0,128430.0,104020.0,127000.0,82800.0,100400.0,95700.0,110580.0,109420.0,104910.0,137440.0,107720.0,138830.0,83180.0,107940.0,99590.0,86630.0,130050.0,118710.0,119980.0,102440.0,88390.0,97590.0,93910.0,128880.0,105350.0,106100.0,166590.0,80650.0,117010.0,105480.0,105870.0,80130.0,80910.0,328330.0,3020.0,890.0,5270.0,2760.0,31370.0,5760.0,4610.0,1100.0,1930.0,16960.0,7530.0,1910.0,1830.0,14850.0,6990.0,3310.0,2520.0,4940.0,5080.0,1710.0,7200.0,10570.0,9610.0,4120.0,3170.0,7120.0,930.0,1860.0,2490.0,1590.0,11450.0,2290.0,19210.0,11220.0,810.0,12480.0,4320.0,4160.0,14460.0,1160.0,5000.0,680.0,6180.0,37140.0,2940.0,1000.0,8470.0,6470.0,1480.0,4030.0,410.0,130.0,1160.0,140.0
"Teach courses or seminars on topics, such as budgeting, management of personal finances, or financial literacy.",teach courses or seminars on topics such as budgeting management of personal finances or financial literacy,Educate clients on financial planning topics.,Explain financial information.,Interpreting the Meaning of Information for Others,Credit Counselors,credit counselors,13-2071.00,Credit Counselors,13-2071,13-2071.00,Credit Counselors and Loan Officers,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.437679311444056,False,0.2839303846153846,3.76,84.0,1.008484376414155,7.0,E1,E2,52230.0,48120.0,52230.0,51480.0,45060.0,67120.0,57130.0,54710.0,52840.0,63580.0,46300.0,64080.0,52230.0,51130.0,51930.0,48180.0,48130.0,52230.0,48150.0,47250.0,55490.0,60450.0,63240.0,52160.0,62160.0,45990.0,30580.0,52230.0,62510.0,55480.0,58830.0,57180.0,50390.0,63030.0,46180.0,52220.0,51160.0,46950.0,59150.0,58330.0,58480.0,53190.0,48890.0,38730.0,48220.0,51330.0,52230.0,51550.0,62360.0,45860.0,52140.0,42580.0,52230.0,50010.0,52230.0,27770.0,375.0,58.0,980.0,50.0,2160.0,360.0,100.0,40.0,110.0,2410.0,460.0,111.0,90.0,1170.0,740.0,440.0,255.0,220.0,130.0,170.0,350.0,770.0,1260.0,580.0,210.0,521.0,91.0,260.0,170.0,170.0,530.0,200.0,2020.0,320.0,30.0,890.0,230.0,280.0,1110.0,130.0,250.0,81.0,950.0,3950.0,190.0,54.0,760.0,560.0,150.0,770.0,40.0,12.0,167.0,6.0
"Teach individual and team sports to participants through instruction and demonstration, using knowledge of sports techniques and of participants' physical capabilities.",teach individual and team sports to participants through instruction and demonstration using knowledge of sports techniques and of participants physical capabilities,Demonstrate activity techniques or equipment use.,Train others to use equipment or products.,Training and Teaching Others,Fitness Trainers and Aerobics Instructors,fitness trainers and aerobics instructors,39-9031.00,Exercise Trainers and Group Fitness Instructors,39-9031,39-9031.00,Recreation and Fitness Workers,Other Personal Care and Service Workers,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.157900000000001,True,0.697466153846154,3.2,28.57,0.1620428163098641,0.4,E0,E0,47160.0,39180.0,46210.0,47980.0,42140.0,57990.0,49900.0,61580.0,44340.0,39210.0,38800.0,47150.0,48290.0,49780.0,46800.0,34960.0,36160.0,35900.0,45280.0,44410.0,47060.0,47420.0,64620.0,45520.0,43620.0,30540.0,36450.0,43940.0,31440.0,57960.0,49360.0,59870.0,44680.0,47090.0,46450.0,37760.0,36370.0,44520.0,58510.0,45250.0,45640.0,43630.0,40070.0,47380.0,40880.0,44800.0,57300.0,40820.0,50830.0,38120.0,44200.0,50250.0,47160.0,22020.0,47160.0,322930.0,2680.0,800.0,7010.0,1390.0,43600.0,10500.0,2850.0,1210.0,1480.0,18070.0,7500.0,990.0,2360.0,19830.0,5360.0,2510.0,4510.0,1990.0,2290.0,1140.0,8650.0,9200.0,6050.0,7010.0,1260.0,5060.0,1420.0,2410.0,3010.0,1500.0,11350.0,1030.0,20140.0,10670.0,680.0,9040.0,2300.0,4800.0,11580.0,990.0,5130.0,950.0,5080.0,19260.0,6830.0,710.0,12100.0,9270.0,500.0,6330.0,560.0,137.0,260.0,66.0
"Teach individual and team sports to participants through instruction and demonstration, using knowledge of sports techniques and of participants' physical capabilities.",teach individual and team sports to participants through instruction and demonstration using knowledge of sports techniques and of participants physical capabilities,Teach exercise or fitness techniques.,Train others on health or medical topics.,Training and Teaching Others,Fitness Trainers and Aerobics Instructors,fitness trainers and aerobics instructors,39-9031.00,Exercise Trainers and Group Fitness Instructors,39-9031,39-9031.00,Recreation and Fitness Workers,Other Personal Care and Service Workers,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.157900000000001,True,0.697466153846154,3.2,28.57,0.1620428163098641,0.4,E0,E0,47160.0,39180.0,46210.0,47980.0,42140.0,57990.0,49900.0,61580.0,44340.0,39210.0,38800.0,47150.0,48290.0,49780.0,46800.0,34960.0,36160.0,35900.0,45280.0,44410.0,47060.0,47420.0,64620.0,45520.0,43620.0,30540.0,36450.0,43940.0,31440.0,57960.0,49360.0,59870.0,44680.0,47090.0,46450.0,37760.0,36370.0,44520.0,58510.0,45250.0,45640.0,43630.0,40070.0,47380.0,40880.0,44800.0,57300.0,40820.0,50830.0,38120.0,44200.0,50250.0,47160.0,22020.0,47160.0,322930.0,2680.0,800.0,7010.0,1390.0,43600.0,10500.0,2850.0,1210.0,1480.0,18070.0,7500.0,990.0,2360.0,19830.0,5360.0,2510.0,4510.0,1990.0,2290.0,1140.0,8650.0,9200.0,6050.0,7010.0,1260.0,5060.0,1420.0,2410.0,3010.0,1500.0,11350.0,1030.0,20140.0,10670.0,680.0,9040.0,2300.0,4800.0,11580.0,990.0,5130.0,950.0,5080.0,19260.0,6830.0,710.0,12100.0,9270.0,500.0,6330.0,560.0,137.0,260.0,66.0
Teach instructional courses and advise students.,teach instructional courses and advise students,Train others on performance techniques.,Train others on operational or work procedures.,Training and Teaching Others,Coaches and Scouts,coaches and scouts,27-2022.00,Coaches and Scouts,27-2022,27-2022.00,"Athletes, Coaches, Umpires, and Related Workers","Entertainers and Performers, Sports and Related Workers","Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,3.75,False,1.2695661538461538,3.93,62.15,0.2291020662620381,0.3,E0,E2,47320.0,47320.0,41170.0,53130.0,38930.0,47660.0,47110.0,54790.0,45200.0,65360.0,39370.0,48210.0,55860.0,46600.0,49120.0,44480.0,49350.0,42900.0,35570.0,60960.0,43640.0,50590.0,55130.0,47050.0,48050.0,47320.0,42790.0,48020.0,47810.0,51020.0,51490.0,76700.0,49980.0,59920.0,43840.0,37100.0,46530.0,41160.0,48960.0,48730.0,53630.0,42950.0,36360.0,37780.0,36510.0,45680.0,59990.0,46290.0,48030.0,52050.0,44800.0,49420.0,47320.0,32090.0,47320.0,248950.0,3140.0,350.0,4120.0,2070.0,31150.0,4120.0,4070.0,600.0,630.0,18120.0,4510.0,760.0,1410.0,8840.0,5960.0,3410.0,3300.0,2800.0,2550.0,1060.0,3960.0,6310.0,7910.0,4680.0,1770.0,4730.0,990.0,1180.0,2390.0,870.0,5670.0,590.0,11220.0,8530.0,1180.0,13150.0,2420.0,3930.0,8170.0,1170.0,3310.0,1290.0,6250.0,15300.0,2940.0,630.0,6810.0,11790.0,910.0,5480.0,470.0,106.0,610.0,51.0
Teach writing or communication classes.,teach writing or communication classes,Teach classes in area of specialization.,Teach academic or vocational subjects.,Training and Teaching Others,"English Language and Literature Teachers, Postsecondary",english language and literature teachers postsecondary,25-1123.00,"English Language and Literature Teachers, Postsecondary",25-1123,25-1123.00,"Arts, Communications, History, and Humanities Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0030529241359659,3.705770248808893,False,1.1863946153846154,4.79,90.25,0.8608375040305057,1.0,E0,E2,78760.0,62910.0,82770.0,76990.0,56520.0,130490.0,72910.0,97310.0,97100.0,82300.0,59740.0,65530.0,78760.0,78760.0,77570.0,69180.0,79720.0,62340.0,65090.0,60350.0,84290.0,83760.0,83980.0,90240.0,84200.0,60680.0,73070.0,73160.0,78450.0,85830.0,98650.0,78760.0,66450.0,84850.0,63370.0,63690.0,65140.0,53200.0,91870.0,80670.0,79190.0,64470.0,62960.0,64220.0,78900.0,73280.0,86870.0,67330.0,79840.0,63280.0,80800.0,62030.0,78760.0,73490.0,78760.0,57720.0,1040.0,90.0,870.0,320.0,5460.0,1220.0,940.0,179.0,410.0,2480.0,1140.0,231.0,316.0,2570.0,1000.0,510.0,460.0,540.0,430.0,230.0,830.0,2900.0,1730.0,920.0,530.0,1040.0,130.0,500.0,280.0,230.0,1950.0,230.0,6110.0,2140.0,120.0,2240.0,500.0,960.0,2530.0,540.0,840.0,110.0,1150.0,4310.0,420.0,170.0,1810.0,1000.0,250.0,840.0,140.0,25.0,130.0,12.0
Teach writing or communication classes.,teach writing or communication classes,Teach humanities courses at the college level.,Teach academic or vocational subjects.,Training and Teaching Others,"English Language and Literature Teachers, Postsecondary",english language and literature teachers postsecondary,25-1123.00,"English Language and Literature Teachers, Postsecondary",25-1123,25-1123.00,"Arts, Communications, History, and Humanities Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0030529241359659,3.705770248808893,False,1.1863946153846154,4.79,90.25,0.8608375040305057,1.0,E0,E2,78760.0,62910.0,82770.0,76990.0,56520.0,130490.0,72910.0,97310.0,97100.0,82300.0,59740.0,65530.0,78760.0,78760.0,77570.0,69180.0,79720.0,62340.0,65090.0,60350.0,84290.0,83760.0,83980.0,90240.0,84200.0,60680.0,73070.0,73160.0,78450.0,85830.0,98650.0,78760.0,66450.0,84850.0,63370.0,63690.0,65140.0,53200.0,91870.0,80670.0,79190.0,64470.0,62960.0,64220.0,78900.0,73280.0,86870.0,67330.0,79840.0,63280.0,80800.0,62030.0,78760.0,73490.0,78760.0,57720.0,1040.0,90.0,870.0,320.0,5460.0,1220.0,940.0,179.0,410.0,2480.0,1140.0,231.0,316.0,2570.0,1000.0,510.0,460.0,540.0,430.0,230.0,830.0,2900.0,1730.0,920.0,530.0,1040.0,130.0,500.0,280.0,230.0,1950.0,230.0,6110.0,2140.0,120.0,2240.0,500.0,960.0,2530.0,540.0,840.0,110.0,1150.0,4310.0,420.0,170.0,1810.0,1000.0,250.0,840.0,140.0,25.0,130.0,12.0
Telephone or write letters to respond to correspondence from customers or to follow up initial sales contacts.,telephone or write letters to respond to correspondence from customers or to follow up initial sales contacts,Contact current or potential customers to promote products or services.,"Promote products, services, or programs.",Selling or Influencing Others,Telemarketers,telemarketers,41-9041.00,Telemarketers,41-9041,41-9041.00,Telemarketers,Other Sales and Related Workers,Sales and Related Occupations,2026-05-31,0.0791498850065242,4.956746154640239,False,4.219515769230769,4.3,78.47,0.5807130680781194,0.2,E0,E1,35450.0,34840.0,35450.0,37750.0,29060.0,46000.0,47670.0,45200.0,35450.0,35450.0,35570.0,36020.0,35450.0,39400.0,31200.0,31550.0,33640.0,48010.0,34450.0,28910.0,32610.0,35590.0,44650.0,33040.0,39850.0,21540.0,29840.0,35450.0,31200.0,34290.0,30530.0,39370.0,35450.0,41400.0,34380.0,23440.0,35290.0,26880.0,42060.0,28430.0,35450.0,37090.0,35450.0,29470.0,34290.0,36610.0,35450.0,37440.0,39670.0,33370.0,33260.0,35450.0,35450.0,28580.0,35450.0,58430.0,1330.0,122.0,1550.0,840.0,3880.0,880.0,110.0,181.0,262.0,9760.0,2620.0,234.0,280.0,870.0,690.0,1100.0,537.0,910.0,380.0,239.0,540.0,1358.0,1120.0,650.0,370.0,2710.0,191.0,490.0,2200.0,530.0,410.0,325.0,1960.0,1820.0,120.0,3090.0,470.0,420.0,1710.0,187.0,1060.0,171.0,2210.0,3660.0,390.0,113.0,1534.0,300.0,440.0,1160.0,105.0,25.0,1170.0,12.0
"Tell jokes, perform comic dances, songs and skits, impersonate mannerisms and voices of others, contort face, and use other devices to amuse audiences.",tell jokes perform comic dances songs and skits impersonate mannerisms and voices of others contort face and use other devices to amuse audiences,Entertain public with comedic or dramatic performances.,Present arts or entertainment performances.,Performing for or Working Directly with the Public,Actors,actors,27-2011.00,Actors,27-2011,27-2011.00,"Actors, Producers, and Directors","Entertainers and Performers, Sports and Related Workers","Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0113071264295034,4.795347654760392,True,1.2288253846153845,4.02,84.63,0.1730157380054066,0.2,E0,E0,81670.0,51396.80000000001,81670.0,44012.80000000001,40539.2,81670.0,81670.0,58052.80000000001,81670.0,81670.0,39748.8,41080.0,81670.0,81670.0,31200.0,81670.0,81670.0,81670.0,39208.0,81670.0,81670.0,76918.4,81670.0,81670.0,39416.0,49316.80000000001,39936.0,81670.0,81670.0,26540.8,81670.0,50523.19999999999,81670.0,59155.2,39166.4,81670.0,28100.8,81670.0,62004.8,46072.0,81670.0,81670.0,81670.0,45385.6,53788.8,81670.0,81670.0,81670.0,81670.0,81670.0,81670.0,81670.0,81670.0,81670.0,81670.0,55000.0,150.0,114.0,380.0,70.0,26170.0,200.0,180.0,170.0,247.0,6400.0,1520.0,220.0,301.0,1060.0,510.0,548.0,505.0,90.0,680.0,225.0,520.0,660.0,150.0,520.0,80.0,450.0,70.0,360.0,790.0,240.0,470.0,306.0,6630.0,730.0,151.0,170.0,600.0,470.0,890.0,176.0,140.0,161.0,370.0,2160.0,630.0,107.0,1444.0,1248.0,247.0,260.0,99.0,23.0,330.0,11.0
Test changes to database applications or systems.,test changes to database applications or systems,Test computer system operations to ensure proper functioning.,Test performance of computer or information systems.,"Inspecting Equipment, Structures, or Materials",Database Administrators,database administrators,15-1141.00,Database Administrators,15-1242,15-1242.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.839233038348083,False,0.4951034615384615,3.76,98.88,0.5488148067491201,1.598324150441143,E2,E1,124813.68421052632,100586.84210526316,110946.31578947368,134281.05263157896,94979.47368421052,146117.8947368421,139309.47368421053,129222.1052631579,128056.84210526316,136759.47368421053,123920.0,125735.7894736842,113602.1052631579,106340.0,126563.15789473684,114834.2105263158,114427.36842105264,117434.2105263158,109395.7894736842,113637.39612188366,106753.68421052632,129302.1052631579,148028.94736842104,117875.7894736842,119428.94736842104,93944.2105263158,106233.15789473684,98676.31578947368,119877.8947368421,127345.26315789472,119830.0,122924.73684210528,109739.47368421052,126423.68421052632,125901.57894736844,96503.68421052632,117870.0,103882.63157894736,122254.2105263158,114412.13296398892,125877.8947368421,114690.52631578948,113803.15789473684,115308.94736842104,135803.68421052632,133428.42105263157,116146.8698060942,132132.63157894736,124288.42105263156,103203.71191135734,121898.42105263156,106988.97506925208,124813.68421052632,77203.15789473684,124813.68421052632,48904.73684210527,931.0526315789474,78.42105263157895,1166.3157894736842,385.2631578947368,6643.684210526316,1642.6315789473686,1001.0526315789472,369.5263157894737,693.1578947368421,2652.1052631578946,2535.263157894737,76.8421052631579,226.3157894736842,1905.7894736842104,681.0526315789473,290.5263157894737,393.6842105263158,476.3157894736842,472.3684210526316,219.4736842105263,1761.578947368421,2530.0,1288.9473684210527,1147.3684210526314,142.10526315789474,1296.3157894736842,218.94736842105263,610.0,403.1578947368421,174.73684210526315,2551.052631578947,309.4736842105263,3740.5263157894738,3164.736842105264,68.42105263157895,1836.842105263158,830.5263157894738,868.9473684210526,2675.789473684211,210.52631578947367,1088.421052631579,94.73684210526316,1226.842105263158,7495.263157894737,870.0,105.52631578947368,5546.315789473685,2459.4736842105262,170.5263157894737,814.7368421052632,134.73684210526315,21.000000000000004,106.3157894736842,10.0
Test changes to database applications or systems.,test changes to database applications or systems,Assess database performance.,"Evaluate the characteristics, usefulness, or performance of products or technologies.","Judging the Qualities of Objects, Services, or People",Database Administrators,database administrators,15-1141.00,Database Administrators,15-1242,15-1242.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.839233038348083,False,0.4951034615384615,3.76,98.88,0.5488148067491201,1.598324150441143,E2,E1,124813.68421052632,100586.84210526316,110946.31578947368,134281.05263157896,94979.47368421052,146117.8947368421,139309.47368421053,129222.1052631579,128056.84210526316,136759.47368421053,123920.0,125735.7894736842,113602.1052631579,106340.0,126563.15789473684,114834.2105263158,114427.36842105264,117434.2105263158,109395.7894736842,113637.39612188366,106753.68421052632,129302.1052631579,148028.94736842104,117875.7894736842,119428.94736842104,93944.2105263158,106233.15789473684,98676.31578947368,119877.8947368421,127345.26315789472,119830.0,122924.73684210528,109739.47368421052,126423.68421052632,125901.57894736844,96503.68421052632,117870.0,103882.63157894736,122254.2105263158,114412.13296398892,125877.8947368421,114690.52631578948,113803.15789473684,115308.94736842104,135803.68421052632,133428.42105263157,116146.8698060942,132132.63157894736,124288.42105263156,103203.71191135734,121898.42105263156,106988.97506925208,124813.68421052632,77203.15789473684,124813.68421052632,48904.73684210527,931.0526315789474,78.42105263157895,1166.3157894736842,385.2631578947368,6643.684210526316,1642.6315789473686,1001.0526315789472,369.5263157894737,693.1578947368421,2652.1052631578946,2535.263157894737,76.8421052631579,226.3157894736842,1905.7894736842104,681.0526315789473,290.5263157894737,393.6842105263158,476.3157894736842,472.3684210526316,219.4736842105263,1761.578947368421,2530.0,1288.9473684210527,1147.3684210526314,142.10526315789474,1296.3157894736842,218.94736842105263,610.0,403.1578947368421,174.73684210526315,2551.052631578947,309.4736842105263,3740.5263157894738,3164.736842105264,68.42105263157895,1836.842105263158,830.5263157894738,868.9473684210526,2675.789473684211,210.52631578947367,1088.421052631579,94.73684210526316,1226.842105263158,7495.263157894737,870.0,105.52631578947368,5546.315789473685,2459.4736842105262,170.5263157894737,814.7368421052632,134.73684210526315,21.000000000000004,106.3157894736842,10.0
"Test issues such as system integration, performance, and system security on a regular schedule or after any major program modifications.",test issues such as system integration performance and system security on a regular schedule or after any major program modifications,Test computer system operations to ensure proper functioning.,Test performance of computer or information systems.,"Inspecting Equipment, Structures, or Materials",Web Administrators,web administrators,15-1199.03,Web Administrators,15-1299,15-1299.01,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.855144544606776,False,0.2474630769230769,4.06,85.0,0.158624412648026,1.0,E0,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,187608.0,6800.0,1836.0,5510.000000000001,2896.0,207228.0,30509.0,8015.0,859.9999999999999,44471.0,13710.0,53339.0,5378.0,2689.0,28854.0,8636.0,9954.0,3465.0,1850.0,12979.0,899.9999999999999,49280.0,15953.0,19236.0,10807.0,3749.0,14340.0,1396.0,5895.0,6748.0,2508.0,31052.0,4266.0,11459.999999999998,39015.0,1887.0,6149.999999999999,8584.0,6334.0,14580.000000000002,2146.0,11118.0,240.0,28260.0,147425.0,17271.0,3413.0,43954.0,37128.0,8739.0,12100.0,440.0,724.0,2275.0,103.0
"Test, maintain, and monitor computer programs and systems, including coordinating the installation of computer programs and systems.",test maintain and monitor computer programs and systems including coordinating the installation of computer programs and systems,Monitor computer system performance to ensure proper operation.,Monitor operation of computer or information technologies.,"Monitoring Processes, Materials, or Surroundings",Computer Systems Analysts,computer systems analysts,15-1121.00,Computer Systems Analysts,15-1211,15-1211.00,Computer and Information Analysts,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.819300786098469,False,1.5725492307692308,4.0,90.01,0.6875275955916593,0.6,E0,E1,105850.0,101770.0,88520.0,103530.0,81760.0,127720.0,127750.0,109600.0,110560.0,116820.0,101900.0,106240.0,88640.0,75310.0,101570.0,98810.0,95920.0,100770.0,95090.0,95660.0,95820.0,113610.0,128240.0,103410.0,106350.0,86280.0,92060.0,91310.0,91810.0,104060.0,107670.0,122890.0,98220.0,109610.0,106850.0,105470.0,102320.0,95930.0,121620.0,98550.0,134630.0,98280.0,99790.0,95630.0,107390.0,98770.0,99610.0,120840.0,129410.0,105850.0,100440.0,109780.0,59900.0,63730.0,59430.0,421026.0,10632.0,681.0,18364.0,6645.0,95724.0,10098.0,7780.0,3468.0,4020.0,57165.0,18866.0,2707.0,2674.0,33405.0,15657.0,7715.0,6062.0,9611.0,4830.0,4020.0,24863.0,35917.0,22805.0,18364.0,1990.0,12529.0,1378.0,3955.0,4117.0,3387.0,26776.0,3712.0,39061.0,33891.0,454.0,31103.0,3710.0,9141.0,31524.0,1850.0,7699.999999999999,1799.0,16565.0,77782.0,4781.0,956.0,37586.0,39094.0,1669.0,13517.0,502.0,59.99999999999999,2075.0,65.0
"Test, maintain, and monitor computer programs and systems, including coordinating the installation of computer programs and systems.",test maintain and monitor computer programs and systems including coordinating the installation of computer programs and systems,Test software performance.,Test performance of computer or information systems.,"Inspecting Equipment, Structures, or Materials",Computer Systems Analysts,computer systems analysts,15-1121.00,Computer Systems Analysts,15-1211,15-1211.00,Computer and Information Analysts,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.819300786098469,False,1.5725492307692308,4.0,90.01,0.6875275955916593,0.6,E0,E1,105850.0,101770.0,88520.0,103530.0,81760.0,127720.0,127750.0,109600.0,110560.0,116820.0,101900.0,106240.0,88640.0,75310.0,101570.0,98810.0,95920.0,100770.0,95090.0,95660.0,95820.0,113610.0,128240.0,103410.0,106350.0,86280.0,92060.0,91310.0,91810.0,104060.0,107670.0,122890.0,98220.0,109610.0,106850.0,105470.0,102320.0,95930.0,121620.0,98550.0,134630.0,98280.0,99790.0,95630.0,107390.0,98770.0,99610.0,120840.0,129410.0,105850.0,100440.0,109780.0,59900.0,63730.0,59430.0,421026.0,10632.0,681.0,18364.0,6645.0,95724.0,10098.0,7780.0,3468.0,4020.0,57165.0,18866.0,2707.0,2674.0,33405.0,15657.0,7715.0,6062.0,9611.0,4830.0,4020.0,24863.0,35917.0,22805.0,18364.0,1990.0,12529.0,1378.0,3955.0,4117.0,3387.0,26776.0,3712.0,39061.0,33891.0,454.0,31103.0,3710.0,9141.0,31524.0,1850.0,7699.999999999999,1799.0,16565.0,77782.0,4781.0,956.0,37586.0,39094.0,1669.0,13517.0,502.0,59.99999999999999,2075.0,65.0
"Test, maintain, and monitor computer programs and systems, including coordinating the installation of computer programs and systems.",test maintain and monitor computer programs and systems including coordinating the installation of computer programs and systems,Coordinate software or hardware installation.,Direct scientific or technical activities.,"Guiding, Directing, and Motivating Subordinates",Computer Systems Analysts,computer systems analysts,15-1121.00,Computer Systems Analysts,15-1211,15-1211.00,Computer and Information Analysts,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.819300786098469,False,1.5725492307692308,4.0,90.01,0.6875275955916593,0.6,E0,E1,105850.0,101770.0,88520.0,103530.0,81760.0,127720.0,127750.0,109600.0,110560.0,116820.0,101900.0,106240.0,88640.0,75310.0,101570.0,98810.0,95920.0,100770.0,95090.0,95660.0,95820.0,113610.0,128240.0,103410.0,106350.0,86280.0,92060.0,91310.0,91810.0,104060.0,107670.0,122890.0,98220.0,109610.0,106850.0,105470.0,102320.0,95930.0,121620.0,98550.0,134630.0,98280.0,99790.0,95630.0,107390.0,98770.0,99610.0,120840.0,129410.0,105850.0,100440.0,109780.0,59900.0,63730.0,59430.0,421026.0,10632.0,681.0,18364.0,6645.0,95724.0,10098.0,7780.0,3468.0,4020.0,57165.0,18866.0,2707.0,2674.0,33405.0,15657.0,7715.0,6062.0,9611.0,4830.0,4020.0,24863.0,35917.0,22805.0,18364.0,1990.0,12529.0,1378.0,3955.0,4117.0,3387.0,26776.0,3712.0,39061.0,33891.0,454.0,31103.0,3710.0,9141.0,31524.0,1850.0,7699.999999999999,1799.0,16565.0,77782.0,4781.0,956.0,37586.0,39094.0,1669.0,13517.0,502.0,59.99999999999999,2075.0,65.0
Test new or updated software or tools and provide feedback to developers.,test new or updated software or tools and provide feedback to developers,Develop computer or online applications.,Design computer or information systems or applications.,Thinking Creatively,Bioinformatics Technicians,bioinformatics technicians,43-9111.01,Bioinformatics Technicians,15-2099,15-2099.01,Miscellaneous Mathematical Science Occupations,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.7164,False,0.289726923076923,3.06,61.77,0.0671867430337402,0.4,E1,E1,81490.0,81490.0,78580.0,81490.0,81490.0,180500.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,81090.0,81490.0,49020.0,81490.0,81490.0,81490.0,81490.0,42850.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,61400.0,81490.0,79460.0,101850.0,81490.0,81490.0,36820.0,81490.0,81490.0,81490.0,81490.0,81490.0,65110.0,93090.0,81490.0,81490.0,59990.0,65840.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,3720.0,50.0,90.0,77.0,31.0,120.0,68.0,40.0,12.0,17.0,30.0,100.0,15.0,20.0,1320.0,76.0,30.0,34.0,48.0,46.0,15.0,50.0,86.0,105.0,70.0,28.0,70.0,12.0,24.0,37.0,16.0,50.0,21.0,70.0,117.0,10.0,132.0,40.0,47.0,144.0,12.0,55.0,11.0,78.0,334.0,41.0,7.0,180.0,320.0,17.0,70.0,7.0,2.0,22.0,1.0
"Test programs or databases, correct errors, and make necessary modifications.",test programs or databases correct errors and make necessary modifications,Assess database performance.,"Evaluate the characteristics, usefulness, or performance of products or technologies.","Judging the Qualities of Objects, Services, or People",Database Administrators,database administrators,15-1141.00,Database Administrators,15-1242,15-1242.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0226142528590069,4.39560770156438,False,0.847206923076923,3.68,99.48,1.1180075604835962,1.598324150441143,E2,E1,124813.68421052632,100586.84210526316,110946.31578947368,134281.05263157896,94979.47368421052,146117.8947368421,139309.47368421053,129222.1052631579,128056.84210526316,136759.47368421053,123920.0,125735.7894736842,113602.1052631579,106340.0,126563.15789473684,114834.2105263158,114427.36842105264,117434.2105263158,109395.7894736842,113637.39612188366,106753.68421052632,129302.1052631579,148028.94736842104,117875.7894736842,119428.94736842104,93944.2105263158,106233.15789473684,98676.31578947368,119877.8947368421,127345.26315789472,119830.0,122924.73684210528,109739.47368421052,126423.68421052632,125901.57894736844,96503.68421052632,117870.0,103882.63157894736,122254.2105263158,114412.13296398892,125877.8947368421,114690.52631578948,113803.15789473684,115308.94736842104,135803.68421052632,133428.42105263157,116146.8698060942,132132.63157894736,124288.42105263156,103203.71191135734,121898.42105263156,106988.97506925208,124813.68421052632,77203.15789473684,124813.68421052632,48904.73684210527,931.0526315789474,78.42105263157895,1166.3157894736842,385.2631578947368,6643.684210526316,1642.6315789473686,1001.0526315789472,369.5263157894737,693.1578947368421,2652.1052631578946,2535.263157894737,76.8421052631579,226.3157894736842,1905.7894736842104,681.0526315789473,290.5263157894737,393.6842105263158,476.3157894736842,472.3684210526316,219.4736842105263,1761.578947368421,2530.0,1288.9473684210527,1147.3684210526314,142.10526315789474,1296.3157894736842,218.94736842105263,610.0,403.1578947368421,174.73684210526315,2551.052631578947,309.4736842105263,3740.5263157894738,3164.736842105264,68.42105263157895,1836.842105263158,830.5263157894738,868.9473684210526,2675.789473684211,210.52631578947367,1088.421052631579,94.73684210526316,1226.842105263158,7495.263157894737,870.0,105.52631578947368,5546.315789473685,2459.4736842105262,170.5263157894737,814.7368421052632,134.73684210526315,21.000000000000004,106.3157894736842,10.0
"Test programs or databases, correct errors, and make necessary modifications.",test programs or databases correct errors and make necessary modifications,Modify software programs to improve performance.,Design computer or information systems or applications.,Thinking Creatively,Database Administrators,database administrators,15-1141.00,Database Administrators,15-1242,15-1242.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0226142528590069,4.39560770156438,False,0.847206923076923,3.68,99.48,1.1180075604835962,1.598324150441143,E2,E1,124813.68421052632,100586.84210526316,110946.31578947368,134281.05263157896,94979.47368421052,146117.8947368421,139309.47368421053,129222.1052631579,128056.84210526316,136759.47368421053,123920.0,125735.7894736842,113602.1052631579,106340.0,126563.15789473684,114834.2105263158,114427.36842105264,117434.2105263158,109395.7894736842,113637.39612188366,106753.68421052632,129302.1052631579,148028.94736842104,117875.7894736842,119428.94736842104,93944.2105263158,106233.15789473684,98676.31578947368,119877.8947368421,127345.26315789472,119830.0,122924.73684210528,109739.47368421052,126423.68421052632,125901.57894736844,96503.68421052632,117870.0,103882.63157894736,122254.2105263158,114412.13296398892,125877.8947368421,114690.52631578948,113803.15789473684,115308.94736842104,135803.68421052632,133428.42105263157,116146.8698060942,132132.63157894736,124288.42105263156,103203.71191135734,121898.42105263156,106988.97506925208,124813.68421052632,77203.15789473684,124813.68421052632,48904.73684210527,931.0526315789474,78.42105263157895,1166.3157894736842,385.2631578947368,6643.684210526316,1642.6315789473686,1001.0526315789472,369.5263157894737,693.1578947368421,2652.1052631578946,2535.263157894737,76.8421052631579,226.3157894736842,1905.7894736842104,681.0526315789473,290.5263157894737,393.6842105263158,476.3157894736842,472.3684210526316,219.4736842105263,1761.578947368421,2530.0,1288.9473684210527,1147.3684210526314,142.10526315789474,1296.3157894736842,218.94736842105263,610.0,403.1578947368421,174.73684210526315,2551.052631578947,309.4736842105263,3740.5263157894738,3164.736842105264,68.42105263157895,1836.842105263158,830.5263157894738,868.9473684210526,2675.789473684211,210.52631578947367,1088.421052631579,94.73684210526316,1226.842105263158,7495.263157894737,870.0,105.52631578947368,5546.315789473685,2459.4736842105262,170.5263157894737,814.7368421052632,134.73684210526315,21.000000000000004,106.3157894736842,10.0
"Test programs or databases, correct errors, and make necessary modifications.",test programs or databases correct errors and make necessary modifications,Assess database performance.,"Evaluate the characteristics, usefulness, or performance of products or technologies.","Judging the Qualities of Objects, Services, or People",Database Administrators,database administrators,15-1141.00,Database Architects,15-1243,15-1243.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0226142528590069,4.39560770156438,False,0.4592307692307692,3.6,95.24,0.1745013832033882,0.6,E2,E1,124813.68421052632,100586.84210526316,110946.31578947368,134281.05263157896,94979.47368421052,146117.8947368421,139309.47368421053,129222.1052631579,128056.84210526316,136759.47368421053,123920.0,125735.7894736842,113602.1052631579,106340.0,126563.15789473684,114834.2105263158,114427.36842105264,117434.2105263158,109395.7894736842,113637.39612188366,106753.68421052632,129302.1052631579,148028.94736842104,117875.7894736842,119428.94736842104,93944.2105263158,106233.15789473684,98676.31578947368,119877.8947368421,127345.26315789472,119830.0,122924.73684210528,109739.47368421052,126423.68421052632,125901.57894736844,96503.68421052632,117870.0,103882.63157894736,122254.2105263158,114412.13296398892,125877.8947368421,114690.52631578948,113803.15789473684,115308.94736842104,135803.68421052632,133428.42105263157,116146.8698060942,132132.63157894736,124288.42105263156,103203.71191135734,121898.42105263156,106988.97506925208,124813.68421052632,77203.15789473684,124813.68421052632,48904.73684210527,931.0526315789474,78.42105263157895,1166.3157894736842,385.2631578947368,6643.684210526316,1642.6315789473686,1001.0526315789472,369.5263157894737,693.1578947368421,2652.1052631578946,2535.263157894737,76.8421052631579,226.3157894736842,1905.7894736842104,681.0526315789473,290.5263157894737,393.6842105263158,476.3157894736842,472.3684210526316,219.4736842105263,1761.578947368421,2530.0,1288.9473684210527,1147.3684210526314,142.10526315789474,1296.3157894736842,218.94736842105263,547.0,403.1578947368421,174.73684210526315,2551.052631578947,309.4736842105263,3740.5263157894738,3164.736842105264,68.42105263157895,1836.842105263158,830.5263157894738,868.9473684210526,2675.789473684211,210.52631578947367,1088.421052631579,94.73684210526316,1226.842105263158,7495.263157894737,870.0,105.52631578947368,5546.315789473685,2459.4736842105262,170.5263157894737,814.7368421052632,134.73684210526315,21.000000000000004,106.3157894736842,10.0
"Test programs or databases, correct errors, and make necessary modifications.",test programs or databases correct errors and make necessary modifications,Modify software programs to improve performance.,Design computer or information systems or applications.,Thinking Creatively,Database Administrators,database administrators,15-1141.00,Database Architects,15-1243,15-1243.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0226142528590069,4.39560770156438,False,0.4592307692307692,3.6,95.24,0.1745013832033882,0.6,E2,E1,124813.68421052632,100586.84210526316,110946.31578947368,134281.05263157896,94979.47368421052,146117.8947368421,139309.47368421053,129222.1052631579,128056.84210526316,136759.47368421053,123920.0,125735.7894736842,113602.1052631579,106340.0,126563.15789473684,114834.2105263158,114427.36842105264,117434.2105263158,109395.7894736842,113637.39612188366,106753.68421052632,129302.1052631579,148028.94736842104,117875.7894736842,119428.94736842104,93944.2105263158,106233.15789473684,98676.31578947368,119877.8947368421,127345.26315789472,119830.0,122924.73684210528,109739.47368421052,126423.68421052632,125901.57894736844,96503.68421052632,117870.0,103882.63157894736,122254.2105263158,114412.13296398892,125877.8947368421,114690.52631578948,113803.15789473684,115308.94736842104,135803.68421052632,133428.42105263157,116146.8698060942,132132.63157894736,124288.42105263156,103203.71191135734,121898.42105263156,106988.97506925208,124813.68421052632,77203.15789473684,124813.68421052632,48904.73684210527,931.0526315789474,78.42105263157895,1166.3157894736842,385.2631578947368,6643.684210526316,1642.6315789473686,1001.0526315789472,369.5263157894737,693.1578947368421,2652.1052631578946,2535.263157894737,76.8421052631579,226.3157894736842,1905.7894736842104,681.0526315789473,290.5263157894737,393.6842105263158,476.3157894736842,472.3684210526316,219.4736842105263,1761.578947368421,2530.0,1288.9473684210527,1147.3684210526314,142.10526315789474,1296.3157894736842,218.94736842105263,547.0,403.1578947368421,174.73684210526315,2551.052631578947,309.4736842105263,3740.5263157894738,3164.736842105264,68.42105263157895,1836.842105263158,830.5263157894738,868.9473684210526,2675.789473684211,210.52631578947367,1088.421052631579,94.73684210526316,1226.842105263158,7495.263157894737,870.0,105.52631578947368,5546.315789473685,2459.4736842105262,170.5263157894737,814.7368421052632,134.73684210526315,21.000000000000004,106.3157894736842,10.0
Test repaired items to ensure proper operation.,test repaired items to ensure proper operation,Test computer system operations to ensure proper functioning.,Test performance of computer or information systems.,"Inspecting Equipment, Structures, or Materials",Computer Network Support Specialists,computer network support specialists,15-1152.00,Computer Network Support Specialists,15-1231,15-1231.00,Computer Support Specialists,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.593640635936406,True,0.7699715384615385,3.57,83.36,0.049454398097726,0.1,E1,E0,76220.0,61890.0,86110.0,68880.0,59460.0,79190.0,82750.0,81890.0,60580.0,91370.0,75740.0,79180.0,83620.0,63340.0,68530.0,73100.0,64600.0,60060.0,76220.0,58680.0,72990.0,96680.0,88650.0,65900.0,76000.0,63410.0,72780.0,61150.0,65450.0,85790.0,72330.0,87440.0,64550.0,77540.0,76220.0,73550.0,70080.0,78740.0,68900.0,78310.0,82970.0,76790.0,53650.0,77640.0,66780.0,76220.0,72400.0,76760.0,101750.0,46840.0,81010.0,61780.0,46110.0,39570.0,56360.0,146190.0,940.0,300.0,1460.0,1470.0,13620.0,4530.0,850.0,330.0,450.0,9450.0,4440.0,350.0,780.0,6960.0,5030.0,1920.0,310.0,1720.0,1290.0,680.0,8200.0,1980.0,2470.0,2930.0,1240.0,3910.0,890.0,1490.0,2460.0,680.0,3370.0,1300.0,7170.0,6080.0,500.0,7480.0,1940.0,2660.0,4170.0,620.0,2660.0,480.0,2660.0,9930.0,990.0,120.0,5650.0,3300.0,600.0,1140.0,270.0,40.0,670.0,30.0
Test selected products at specified stages in the production process for performance characteristics or adherence to specifications.,test selected products at specified stages in the production process for performance characteristics or adherence to specifications,Test products for functionality or quality.,Test characteristics of materials or products.,"Inspecting Equipment, Structures, or Materials",Industrial Engineering Technicians,industrial engineering technicians,17-3026.00,Industrial Engineering Technologists and Technicians,17-3026,17-3026.00,"Engineering Technologists and Technicians, Except Drafters","Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.8000800080008,True,0.5532646153846154,3.66,72.13,0.0959871338092707,1.022610255977646,E0,E0,66120.0,66510.0,66120.0,66040.0,62210.0,79070.0,66850.0,69260.0,66120.0,66120.0,61350.0,65060.0,66120.0,63150.0,71090.0,63110.0,64410.0,61000.0,61140.0,66120.0,63070.0,79090.0,71830.0,64510.0,70490.0,50180.0,62440.0,60330.0,59970.0,61470.0,69650.0,72890.0,61280.0,70290.0,69720.0,64060.0,65490.0,79330.0,75760.0,65260.0,59420.0,70080.0,54570.0,58070.0,62020.0,67490.0,72410.0,66310.0,78430.0,57240.0,65270.0,66120.0,66120.0,46470.0,66120.0,33528.0,896.0,70.0,1846.0,293.0,5067.0,825.0,595.0,104.0,150.0,2760.0,1633.0,134.0,266.0,2005.0,2272.0,630.0,506.0,1180.0,728.0,275.0,435.0,1837.0,4800.0,4774.0,249.0,1083.0,80.0,213.0,878.0,550.0,816.0,426.0,3629.0,1721.0,89.0,4738.0,666.0,807.0,1588.0,151.0,2130.0,275.0,2351.0,4490.0,1242.0,98.0,1127.0,932.0,124.0,2360.0,60.0,14.0,887.0,7.0
Test software systems or applications for software enhancements or new products.,test software systems or applications for software enhancements or new products,Test software performance.,Test performance of computer or information systems.,"Inspecting Equipment, Structures, or Materials",Data Warehousing Specialists,data warehousing specialists,15-1199.07,Data Warehousing Specialists,15-1243,15-1243.01,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.1130712642950345,4.828062046736504,False,0.2134615384615384,3.15,86.96,0.0458959349826493,0.4,E1,E1,139500.0,105450.0,112500.0,156100.0,104070.0,170160.0,154560.0,144460.0,147800.0,150010.0,138320.0,139500.0,134040.0,121380.0,142500.0,132830.0,124040.0,129990.0,125400.0,139500.0,133120.0,132940.0,161650.0,131000.0,133050.0,98420.0,110570.0,109990.0,134320.0,140200.0,139990.0,120790.0,117950.0,141350.0,134630.0,109430.0,132910.0,110110.0,138250.0,139500.0,140320.0,130000.0,136540.0,115170.0,151370.0,131740.0,139500.0,160360.0,128760.0,139500.0,137810.0,139500.0,139500.0,95620.0,139500.0,33570.0,270.0,70.0,1200.0,360.0,6210.0,1950.0,1140.0,104.0,790.0,1810.0,2590.0,60.0,260.0,1590.0,500.0,240.0,360.0,350.0,415.0,190.0,1370.0,2690.0,1390.0,1240.0,100.0,1410.0,110.0,673.0,420.0,120.0,3090.0,120.0,3850.0,4070.0,60.0,1820.0,860.0,730.0,2840.0,160.0,1160.0,40.0,650.0,8270.0,630.0,65.0,5260.0,2990.0,120.0,520.0,160.0,14.0,60.0,7.0
Test system modifications to prepare for implementation.,test system modifications to prepare for implementation,Test computer system operations to ensure proper functioning.,Test performance of computer or information systems.,"Inspecting Equipment, Structures, or Materials","Software Developers, Applications",software developers applications,15-1132.00,Software Quality Assurance Analysts and Testers,15-1253,15-1253.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0226142528590069,4.707527552505718,False,1.046165769230769,4.21,97.06,0.3086951776732464,0.4,E0,E1,114549.41176470587,108307.0588235294,114549.41176470587,110045.29411764706,111294.89619377164,143515.58823529413,128445.88235294116,109510.0,114782.35294117648,114191.17647058824,110165.0,112089.11764705884,109759.70588235294,120062.54325259516,113710.0,93134.70588235294,97098.82352941176,100614.41176470587,88776.76470588235,78453.82352941176,98043.23529411764,120022.9411764706,136121.76470588235,107406.76470588236,110872.0588235294,84885.29411764706,98662.0588235294,109772.9411764706,102180.29411764706,119163.13148788927,117653.5294117647,124798.5294117647,119148.82352941176,135779.41176470587,111493.5294117647,90934.11764705884,103205.58823529413,90770.58823529413,119530.58823529413,103874.70588235294,111107.64705882352,107836.76470588236,77240.29411764706,101195.58823529413,111652.9411764706,97212.0588235294,92335.88235294116,126400.88235294116,140793.5294117647,81291.17647058824,100160.58823529413,114750.1903114187,114549.41176470587,67413.23529411765,114549.41176470587,672406.1764705882,6836.176470588235,1117.8529411764705,14941.764705882351,5745.588235294118,110753.52941176471,17472.05882352941,5204.117647058823,1445.2941176470588,2494.1176470588234,35416.17647058824,20889.117647058825,2341.4117647058824,2239.1176470588234,22635.29411764706,5660.588235294117,3601.176470588235,5164.705882352941,3080.2941176470586,1624.4117647058824,1166.470588235294,14120.294117647058,20082.647058823528,16414.70588235294,13390.588235294115,845.0000000000001,8459.117647058823,800.2941176470589,3187.6470588235293,2321.470588235294,4027.941176470588,21115.29411764706,1585.5882352941176,43799.70588235294,24930.58823529412,604.4117647058824,17467.35294117647,3321.7647058823527,8307.35294117647,21156.17647058824,1910.8823529411768,5457.352941176471,918.8235294117646,7191.764705882353,66272.05882352941,12092.35294117647,677.9411764705883,35434.117647058825,40018.82352941176,1121.1764705882351,9600.882352941177,1304.3529411764705,286.0,836.1764705882354,138.0
"Test the security of systems by attempting to gain access to networks, Web-based applications, or computers.",test the security of systems by attempting to gain access to networks webbased applications or computers,Test computer system operations to ensure proper functioning.,Test performance of computer or information systems.,"Inspecting Equipment, Structures, or Materials","Computer Occupations, All Other",computer occupations all other,15-1199.00,Penetration Testers,15-1299,15-1299.04,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.737022781649849,False,0.3618831025641025,3.868,87.71000000000001,0.4627585658532886,1.522545375875119,E0,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,17371.0,630.0,170.0,5510.0,268.0,19188.0,2825.0,742.0,860.0,4118.0,13710.0,4939.0,498.0,249.0,2672.0,800.0,922.0,321.0,1850.0,1202.0,900.0,4563.0,1477.0,1781.0,1001.0,347.0,14340.0,129.0,546.0,625.0,232.0,2875.0,395.0,11460.0,3612.0,175.0,6150.0,795.0,587.0,14580.0,199.0,1029.0,240.0,2617.0,13650.0,1599.0,316.0,4070.0,3438.0,809.0,1120.0,41.0,67.0,211.0,10.0
"Test, validate, and reformulate models to ensure accurate prediction of outcomes of interest.",test validate and reformulate models to ensure accurate prediction of outcomes of interest,Develop scientific or mathematical models.,Develop scientific or mathematical theories or models.,Thinking Creatively,"Mathematical Science Occupations, All Other",mathematical science occupations all other,15-2099.00,Data Scientists,15-2051,15-2051.00,Data Scientists,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.610586580956207,False,0.3805482692307692,4.242,98.078,0.7938076442514029,1.851237814245888,E2,E1,120230.0,103120.0,84110.0,107240.0,109390.0,141590.0,117400.0,126340.0,120230.0,126490.0,115820.0,104340.0,102130.0,89380.0,106560.0,91470.0,95830.0,98130.0,91760.0,78760.0,90880.0,136370.0,131750.0,100590.0,128800.0,69490.0,97090.0,100490.0,98230.0,98540.0,100620.0,135280.0,95850.0,130460.0,119090.0,81900.0,102630.0,86310.0,125990.0,106850.0,102440.0,91990.0,96150.0,100330.0,122090.0,108090.0,127070.0,126430.0,163350.0,85090.0,106680.0,120230.0,120230.0,80350.0,120230.0,7755.0,154.0,20.0,404.0,47.0,3485.0,557.0,156.0,68.0,238.0,908.0,821.0,27.0,120.0,933.0,317.0,204.0,43.0,137.0,115.0,107.0,296.0,835.0,652.0,356.0,39.0,419.0,20.0,176.0,149.0,98.0,570.0,50.0,2125.0,1013.0,19.0,541.0,168.0,190.0,1224.0,103.0,3750.0,20.0,247.0,2293.0,387.0,200.0,791.0,851.0,35.0,387.0,14.0,3.0,100.0,2.0
"Trace historical development in a particular field, such as social, cultural, political, or diplomatic history.",trace historical development in a particular field such as social cultural political or diplomatic history,Conduct historical research.,Research historical or social issues.,Getting Information,Historians,historians,19-3093.00,Historians,19-3093,19-3093.00,Miscellaneous Social Scientists and Related Workers,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.54323499491353,False,0.2914173076923076,3.11,67.97,0.0770977611617286,0.5,E2,E2,76750.0,72490.0,76750.0,76750.0,76750.0,97420.0,76750.0,66770.0,76750.0,118290.0,74740.0,63840.0,92520.0,76750.0,89670.0,63770.0,76750.0,72600.0,63530.0,80620.0,76750.0,120580.0,121710.0,62920.0,103040.0,46010.0,64230.0,76750.0,70050.0,80140.0,76750.0,77080.0,66790.0,62960.0,73440.0,76750.0,60350.0,50980.0,99560.0,71970.0,76750.0,52120.0,76750.0,71080.0,78240.0,33840.0,76750.0,101920.0,99720.0,76750.0,45810.0,76750.0,76750.0,76750.0,76750.0,3450.0,60.0,7.0,71.0,29.0,210.0,63.0,40.0,11.0,250.0,110.0,110.0,70.0,19.0,134.0,30.0,34.0,40.0,50.0,60.0,14.0,50.0,80.0,80.0,50.0,90.0,50.0,11.0,30.0,34.0,15.0,130.0,40.0,410.0,120.0,9.0,122.0,50.0,40.0,70.0,11.0,60.0,10.0,40.0,130.0,80.0,7.0,180.0,30.0,15.0,50.0,6.0,1.0,21.0,1.0
"Track and analyze factors that affect price movement, such as trade policies, weather conditions, political developments, or supply and demand changes.",track and analyze factors that affect price movement such as trade policies weather conditions political developments or supply and demand changes,Monitor market conditions or trends.,"Monitor external affairs, trends, or events.","Monitoring Processes, Materials, or Surroundings","Securities, Commodities, and Financial Services Sales Agents",securities commodities and financial services sales agents,41-3031.00,"Securities, Commodities, and Financial Services Sales Agents",41-3031,41-3031.00,"Securities, Commodities, and Financial Services Sales Agents","Sales Representatives, Services",Sales and Related Occupations,2026-05-31,0.2261425285900691,4.957627967544826,False,3.2692523076923075,4.14,85.8,0.6157509491556421,0.3,E2,E2,78660.0,49230.0,76360.0,74840.0,54660.0,79730.0,67010.0,98560.0,83750.0,72010.0,62770.0,59990.0,57590.0,64620.0,99840.0,68290.0,64290.0,75810.0,59110.0,48040.0,59970.0,61660.0,100310.0,73480.0,83350.0,46680.0,78500.0,78660.0,82560.0,61490.0,78930.0,82420.0,60850.0,168340.0,74040.0,63670.0,73300.0,76080.0,76710.0,71840.0,78660.0,55390.0,86780.0,58050.0,78470.0,64660.0,88280.0,62910.0,75510.0,50050.0,74010.0,78660.0,78660.0,36930.0,35160.0,489570.0,4710.0,260.0,14600.0,2330.0,55860.0,12360.0,5730.0,2300.0,1500.0,42600.0,14950.0,420.0,1690.0,27920.0,6460.0,2300.0,2310.0,5340.0,4130.0,690.0,8420.0,14510.0,7160.0,8820.0,1950.0,8770.0,430.0,2150.0,3140.0,1530.0,15230.0,1690.0,55630.0,21890.0,740.0,13520.0,2310.0,2900.0,15510.0,1780.0,7230.0,730.0,11370.0,41640.0,4520.0,240.0,11320.0,8770.0,930.0,5980.0,280.0,208.0,970.0,80.0
"Track and analyze factors that affect price movement, such as trade policies, weather conditions, political developments, or supply and demand changes.",track and analyze factors that affect price movement such as trade policies weather conditions political developments or supply and demand changes,Analyze market conditions or trends.,Analyze market or industry conditions.,Analyzing Data or Information,"Securities, Commodities, and Financial Services Sales Agents",securities commodities and financial services sales agents,41-3031.00,"Securities, Commodities, and Financial Services Sales Agents",41-3031,41-3031.00,"Securities, Commodities, and Financial Services Sales Agents","Sales Representatives, Services",Sales and Related Occupations,2026-05-31,0.2261425285900691,4.957627967544826,False,3.2692523076923075,4.14,85.8,0.6157509491556421,0.3,E2,E2,78660.0,49230.0,76360.0,74840.0,54660.0,79730.0,67010.0,98560.0,83750.0,72010.0,62770.0,59990.0,57590.0,64620.0,99840.0,68290.0,64290.0,75810.0,59110.0,48040.0,59970.0,61660.0,100310.0,73480.0,83350.0,46680.0,78500.0,78660.0,82560.0,61490.0,78930.0,82420.0,60850.0,168340.0,74040.0,63670.0,73300.0,76080.0,76710.0,71840.0,78660.0,55390.0,86780.0,58050.0,78470.0,64660.0,88280.0,62910.0,75510.0,50050.0,74010.0,78660.0,78660.0,36930.0,35160.0,489570.0,4710.0,260.0,14600.0,2330.0,55860.0,12360.0,5730.0,2300.0,1500.0,42600.0,14950.0,420.0,1690.0,27920.0,6460.0,2300.0,2310.0,5340.0,4130.0,690.0,8420.0,14510.0,7160.0,8820.0,1950.0,8770.0,430.0,2150.0,3140.0,1530.0,15230.0,1690.0,55630.0,21890.0,740.0,13520.0,2310.0,2900.0,15510.0,1780.0,7230.0,730.0,11370.0,41640.0,4520.0,240.0,11320.0,8770.0,930.0,5980.0,280.0,208.0,970.0,80.0
"Track, compile, and analyze Web site usage data.",track compile and analyze web site usage data,Analyze website or related online data to track trends or usage.,Analyze market or industry conditions.,Analyzing Data or Information,Web Administrators,web administrators,15-1199.03,Web Administrators,15-1299,15-1299.01,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.893691705947247,False,0.7876923076923077,4.0,100.0,0.2007740466704611,0.3,E2,E2,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,187608.0,6800.0,1836.0,5510.000000000001,2896.0,207228.0,30509.0,8015.0,859.9999999999999,44471.0,13710.0,53339.0,5378.0,2689.0,28854.0,8636.0,9954.0,3465.0,1850.0,12979.0,899.9999999999999,49280.0,15953.0,19236.0,10807.0,3749.0,14340.0,1396.0,5895.0,6748.0,2508.0,31052.0,4266.0,11459.999999999998,39015.0,1887.0,6149.999999999999,8584.0,6334.0,14580.000000000002,2146.0,11118.0,240.0,28260.0,147425.0,17271.0,3413.0,43954.0,37128.0,8739.0,12100.0,440.0,724.0,2275.0,103.0
"Track conditions that could affect power needs, such as changes in the weather, and adjust equipment to meet any anticipated changes.",track conditions that could affect power needs such as changes in the weather and adjust equipment to meet any anticipated changes,Monitor external factors impacting operations.,"Monitor external affairs, trends, or events.","Monitoring Processes, Materials, or Surroundings",Power Distributors and Dispatchers,power distributors and dispatchers,51-8012.00,Power Distributors and Dispatchers,51-8012,51-8012.00,"Power Plant Operators, Distributors, and Dispatchers",Plant and System Operators,Production Occupations,2026-05-31,0.0030529241359659,4.896678966789668,True,2.894721538461538,4.14,95.79,0.2348711431225827,0.1,E0,E2,106730.0,114570.0,106730.0,98510.0,117370.0,137570.0,106730.0,106730.0,106730.0,106730.0,101060.0,80560.0,106730.0,136550.0,101470.0,129080.0,102980.0,116810.0,105600.0,106730.0,121520.0,113660.0,121010.0,116780.0,105630.0,98960.0,105450.0,106730.0,98570.0,138300.0,106730.0,128220.0,79580.0,139390.0,90420.0,106730.0,100320.0,105530.0,137490.0,98930.0,106730.0,91570.0,130270.0,79910.0,102890.0,106730.0,106730.0,81080.0,144710.0,101960.0,83140.0,120210.0,106730.0,106730.0,106730.0,8520.0,190.0,18.0,70.0,210.0,670.0,156.0,92.0,26.0,38.0,260.0,90.0,34.0,60.0,330.0,90.0,85.0,90.0,140.0,105.0,100.0,50.0,390.0,450.0,100.0,90.0,100.0,28.0,240.0,100.0,37.0,330.0,40.0,150.0,190.0,23.0,360.0,50.0,340.0,560.0,27.0,190.0,30.0,100.0,970.0,94.0,17.0,330.0,380.0,50.0,40.0,70.0,4.0,51.0,2.0
"Track conditions that could affect power needs, such as changes in the weather, and adjust equipment to meet any anticipated changes.",track conditions that could affect power needs such as changes in the weather and adjust equipment to meet any anticipated changes,Adjust equipment to ensure optimal performance.,Adjust equipment to ensure adequate performance.,Handling and Moving Objects,Power Distributors and Dispatchers,power distributors and dispatchers,51-8012.00,Power Distributors and Dispatchers,51-8012,51-8012.00,"Power Plant Operators, Distributors, and Dispatchers",Plant and System Operators,Production Occupations,2026-05-31,0.0030529241359659,4.896678966789668,True,2.894721538461538,4.14,95.79,0.2348711431225827,0.1,E0,E2,106730.0,114570.0,106730.0,98510.0,117370.0,137570.0,106730.0,106730.0,106730.0,106730.0,101060.0,80560.0,106730.0,136550.0,101470.0,129080.0,102980.0,116810.0,105600.0,106730.0,121520.0,113660.0,121010.0,116780.0,105630.0,98960.0,105450.0,106730.0,98570.0,138300.0,106730.0,128220.0,79580.0,139390.0,90420.0,106730.0,100320.0,105530.0,137490.0,98930.0,106730.0,91570.0,130270.0,79910.0,102890.0,106730.0,106730.0,81080.0,144710.0,101960.0,83140.0,120210.0,106730.0,106730.0,106730.0,8520.0,190.0,18.0,70.0,210.0,670.0,156.0,92.0,26.0,38.0,260.0,90.0,34.0,60.0,330.0,90.0,85.0,90.0,140.0,105.0,100.0,50.0,390.0,450.0,100.0,90.0,100.0,28.0,240.0,100.0,37.0,330.0,40.0,150.0,190.0,23.0,360.0,50.0,340.0,560.0,27.0,190.0,30.0,100.0,970.0,94.0,17.0,330.0,380.0,50.0,40.0,70.0,4.0,51.0,2.0
"Track the status of requisitions, contracts, and orders.",track the status of requisitions contracts and orders,Maintain operational records.,Maintain operational records.,Documenting/Recording Information,Procurement Clerks,procurement clerks,43-3061.00,Procurement Clerks,43-3061,43-3061.00,Procurement Clerks,Financial Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.9565,False,2.0691196153846154,4.45,100.0,0.1744819444766833,0.1,E2,E2,50580.0,52940.0,54100.0,47970.0,47760.0,56160.0,55210.0,50510.0,47470.0,62880.0,48710.0,50730.0,53890.0,50310.0,47770.0,49210.0,48870.0,47730.0,50610.0,49680.0,53070.0,53960.0,60110.0,49980.0,58100.0,46270.0,48820.0,49560.0,47950.0,51530.0,58830.0,57460.0,51080.0,54080.0,50390.0,51630.0,49880.0,49940.0,52700.0,53800.0,53980.0,49810.0,46690.0,38710.0,47660.0,54950.0,47960.0,54660.0,52910.0,48050.0,49410.0,50380.0,38100.0,30940.0,50580.0,55810.0,260.0,230.0,1300.0,400.0,7080.0,830.0,710.0,140.0,220.0,2890.0,1800.0,330.0,470.0,1950.0,1110.0,680.0,430.0,810.0,760.0,320.0,1230.0,520.0,1220.0,790.0,860.0,630.0,150.0,910.0,580.0,190.0,2370.0,460.0,2680.0,1460.0,90.0,1350.0,830.0,510.0,2360.0,210.0,900.0,170.0,3900.0,3740.0,540.0,90.0,930.0,1750.0,520.0,1050.0,120.0,150.0,670.0,11.0
Train people in computer system use.,train people in computer system use,Train others in computer interface or software use.,Train others to use equipment or products.,Training and Teaching Others,Network and Computer Systems Administrators,network and computer systems administrators,15-1142.00,Network and Computer Systems Administrators,15-1244,15-1244.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.093842283714317,False,1.034335,3.34,89.85,0.4518104502383113,0.6,E1,E2,99130.0,81400.0,97500.0,90280.0,81590.0,106440.0,103370.0,105880.0,94200.0,110970.0,95200.0,97170.0,101450.0,91880.0,100080.0,84550.0,84500.0,83340.0,87020.0,90160.0,83890.0,118290.0,110980.0,92750.0,101870.0,79990.0,80870.0,80950.0,84700.0,103440.0,100230.0,116420.0,90790.0,105810.0,95230.0,86450.0,97570.0,83990.0,102000.0,86140.0,103100.0,92520.0,75010.0,88100.0,101240.0,95820.0,86020.0,109610.0,103910.0,74490.0,83650.0,75220.0,59820.0,54200.0,99130.0,314340.0,5040.0,920.0,5810.0,1750.0,26170.0,8360.0,2170.0,850.0,1320.0,26890.0,9190.0,1490.0,1010.0,9820.0,4310.0,3110.0,4100.0,2800.0,1789.9999999999998,920.0,9230.0,8270.0,6899.999999999999,4550.0,1380.0,5810.0,850.0,1560.0,1980.0,1660.0,9280.0,1220.0,18220.0,13850.000000000002,930.0,15130.0,2580.0,4880.0,7750.0,1060.0,3579.9999999999995,1690.0,5070.0,34840.0,2050.0,560.0,12430.0,8600.0,1510.0,8470.0,610.0,90.0,890.0000000000001,64.0
Train users and answer questions.,train users and answer questions,Train others in computer interface or software use.,Train others to use equipment or products.,Training and Teaching Others,Database Administrators,database administrators,15-1141.00,Database Administrators,15-1242,15-1242.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0015264620679829,3.478817833366956,False,0.9167092307692308,3.56,85.34,0.0633494418979436,0.1,E1,E2,124813.68421052632,100586.84210526316,110946.31578947368,134281.05263157896,94979.47368421052,146117.8947368421,139309.47368421053,129222.1052631579,128056.84210526316,136759.47368421053,123920.0,125735.7894736842,113602.1052631579,106340.0,126563.15789473684,114834.2105263158,114427.36842105264,117434.2105263158,109395.7894736842,113637.39612188366,106753.68421052632,129302.1052631579,148028.94736842104,117875.7894736842,119428.94736842104,93944.2105263158,106233.15789473684,98676.31578947368,119877.8947368421,127345.26315789472,119830.0,122924.73684210528,109739.47368421052,126423.68421052632,125901.57894736844,96503.68421052632,117870.0,103882.63157894736,122254.2105263158,114412.13296398892,125877.8947368421,114690.52631578948,113803.15789473684,115308.94736842104,135803.68421052632,133428.42105263157,116146.8698060942,132132.63157894736,124288.42105263156,103203.71191135734,121898.42105263156,106988.97506925208,124813.68421052632,77203.15789473684,124813.68421052632,48904.73684210527,931.0526315789474,78.42105263157895,1166.3157894736842,385.2631578947368,6643.684210526316,1642.6315789473686,1001.0526315789472,369.5263157894737,693.1578947368421,2652.1052631578946,2535.263157894737,76.8421052631579,226.3157894736842,1905.7894736842104,681.0526315789473,290.5263157894737,393.6842105263158,476.3157894736842,472.3684210526316,219.4736842105263,1761.578947368421,2530.0,1288.9473684210527,1147.3684210526314,142.10526315789474,1296.3157894736842,218.94736842105263,610.0,403.1578947368421,174.73684210526315,2551.052631578947,309.4736842105263,3740.5263157894738,3164.736842105264,68.42105263157895,1836.842105263158,830.5263157894738,868.9473684210526,2675.789473684211,210.52631578947367,1088.421052631579,94.73684210526316,1226.842105263158,7495.263157894737,870.0,105.52631578947368,5546.315789473685,2459.4736842105262,170.5263157894737,814.7368421052632,134.73684210526315,21.000000000000004,106.3157894736842,10.0
Train users and answer questions.,train users and answer questions,Train others in computer interface or software use.,Train others to use equipment or products.,Training and Teaching Others,Database Administrators,database administrators,15-1141.00,Database Architects,15-1243,15-1243.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0015264620679829,3.478817833366956,False,0.1788988461538461,2.53,80.95,0.0124050803818373,0.1,E1,E2,124813.68421052632,100586.84210526316,110946.31578947368,134281.05263157896,94979.47368421052,146117.8947368421,139309.47368421053,129222.1052631579,128056.84210526316,136759.47368421053,123920.0,125735.7894736842,113602.1052631579,106340.0,126563.15789473684,114834.2105263158,114427.36842105264,117434.2105263158,109395.7894736842,113637.39612188366,106753.68421052632,129302.1052631579,148028.94736842104,117875.7894736842,119428.94736842104,93944.2105263158,106233.15789473684,98676.31578947368,119877.8947368421,127345.26315789472,119830.0,122924.73684210528,109739.47368421052,126423.68421052632,125901.57894736844,96503.68421052632,117870.0,103882.63157894736,122254.2105263158,114412.13296398892,125877.8947368421,114690.52631578948,113803.15789473684,115308.94736842104,135803.68421052632,133428.42105263157,116146.8698060942,132132.63157894736,124288.42105263156,103203.71191135734,121898.42105263156,106988.97506925208,124813.68421052632,77203.15789473684,124813.68421052632,48904.73684210527,931.0526315789474,78.42105263157895,1166.3157894736842,385.2631578947368,6643.684210526316,1642.6315789473686,1001.0526315789472,369.5263157894737,693.1578947368421,2652.1052631578946,2535.263157894737,76.8421052631579,226.3157894736842,1905.7894736842104,681.0526315789473,290.5263157894737,393.6842105263158,476.3157894736842,472.3684210526316,219.4736842105263,1761.578947368421,2530.0,1288.9473684210527,1147.3684210526314,142.10526315789474,1296.3157894736842,218.94736842105263,547.0,403.1578947368421,174.73684210526315,2551.052631578947,309.4736842105263,3740.5263157894738,3164.736842105264,68.42105263157895,1836.842105263158,830.5263157894738,868.9473684210526,2675.789473684211,210.52631578947367,1088.421052631579,94.73684210526316,1226.842105263158,7495.263157894737,870.0,105.52631578947368,5546.315789473685,2459.4736842105262,170.5263157894737,814.7368421052632,134.73684210526315,21.000000000000004,106.3157894736842,10.0
"Transcribe data to worksheets, and enter data into computer for use in preparing documents and adjusting accounts.",transcribe data to worksheets and enter data into computer for use in preparing documents and adjusting accounts,Enter information into databases or software programs.,Process digital or online data.,Working with Computers,Insurance Claims and Policy Processing Clerks,insurance claims and policy processing clerks,43-9041.00,Insurance Claims and Policy Processing Clerks,43-9041,43-9041.00,Insurance Claims and Policy Processing Clerks,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.666700201207243,True,2.344747307692308,4.08,67.78,0.2506996408743665,0.2,E2,E1,49230.0,38140.0,48740.0,50530.0,45220.0,56800.0,58660.0,59760.0,49990.0,49230.0,47130.0,46590.0,47420.0,47200.0,48440.0,49240.0,46430.0,47960.0,48330.0,46800.0,58890.0,47070.0,52910.0,47860.0,58030.0,43840.0,46010.0,50890.0,48490.0,48300.0,60650.0,59810.0,41700.0,57790.0,48130.0,48390.0,48380.0,48650.0,50890.0,49420.0,49230.0,44650.0,45610.0,45720.0,49880.0,47120.0,49260.0,46430.0,60220.0,44740.0,49170.0,46870.0,49230.0,30910.0,49230.0,214260.0,2110.0,40.0,8350.0,1500.0,23470.0,1380.0,2430.0,720.0,961.0,15920.0,6370.0,380.0,580.0,9060.0,5190.0,2820.0,800.0,3030.0,1740.0,1710.0,1200.0,4820.0,6410.0,3580.0,1540.0,4510.0,360.0,2520.0,2880.0,820.0,5000.0,920.0,8120.0,6570.0,550.0,11160.0,1530.0,2640.0,7020.0,710.0,4110.0,1020.0,5470.0,24470.0,1880.0,390.0,5950.0,3730.0,1330.0,5140.0,170.0,91.0,1920.0,44.0
"Transcribe dictation for a variety of medical reports, such as patient histories, physical examinations, emergency room visits, operations, chart reviews, consultation, or discharge summaries.",transcribe dictation for a variety of medical reports such as patient histories physical examinations emergency room visits operations chart reviews consultation or discharge summaries,Prepare medical reports or documents.,Prepare health or medical documents.,Documenting/Recording Information,Medical Transcriptionists,medical transcriptionists,31-9094.00,Medical Transcriptionists,31-9094,31-9094.00,Miscellaneous Healthcare Support Occupations,Other Healthcare Support Occupations,Healthcare Support Occupations,2026-05-31,0.0030529241359659,4.803833605220228,False,5.040044615384615,4.65,93.65,1.29889742483096,0.3141838594650689,E0,E1,40410.0,35340.0,48360.0,36550.0,35100.0,45050.0,43080.0,48190.0,34070.0,45110.0,42050.0,28330.0,44310.0,38140.0,45490.0,41400.0,45010.0,35390.0,39000.0,38040.0,48600.0,39900.0,36910.0,37280.0,50030.0,38600.0,37480.0,41340.0,45880.0,39350.0,40410.0,39020.0,37480.0,43260.0,39300.0,44660.0,37060.0,27740.0,46280.0,41510.0,34790.0,33870.0,46070.0,44720.0,42900.0,39630.0,33030.0,35130.0,38690.0,37440.0,49150.0,48100.0,40410.0,31200.0,40410.0,41550.0,410.0,110.0,700.0,280.0,5860.0,610.0,390.0,129.0,70.0,2650.0,950.0,167.0,400.0,970.0,790.0,180.0,420.0,690.0,420.0,80.0,230.0,400.0,1130.0,270.0,300.0,310.0,80.0,230.0,210.0,181.0,1710.0,210.0,2710.0,1020.0,120.0,680.0,560.0,510.0,1130.0,80.0,390.0,240.0,1450.0,7520.0,210.0,81.0,1091.0,620.0,90.0,590.0,40.0,18.0,140.0,9.0
"Transcribe ideas for musical compositions into musical notation, using instruments, pen and paper, or computers.",transcribe ideas for musical compositions into musical notation using instruments pen and paper or computers,"Create musical compositions, arrangements or scores.",Create artistic designs or performances.,Thinking Creatively,Music Directors and Composers,music directors and composers,27-2041.00,Music Directors and Composers,27-2041,27-2041.00,"Musicians, Singers, and Related Workers","Entertainers and Performers, Sports and Related Workers","Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.923192319231923,False,2.3623557692307693,4.18,97.88,0.1808913696950626,0.1,E0,E1,73710.0,42250.0,73710.0,73710.0,73710.0,93090.0,88460.0,77070.0,73710.0,84040.0,57830.0,67100.0,74570.0,73710.0,49270.0,77270.0,61740.0,73710.0,73710.0,73710.0,73710.0,64300.0,78620.0,59400.0,73710.0,62240.0,61670.0,51530.0,73710.0,73710.0,73710.0,122750.0,73710.0,82930.0,63380.0,73710.0,61380.0,54250.0,60800.0,61160.0,73710.0,73710.0,73710.0,79640.0,65570.0,82570.0,73710.0,59050.0,75060.0,73710.0,78690.0,73710.0,73710.0,73710.0,73710.0,12540.0,70.0,60.0,260.0,104.0,2510.0,160.0,120.0,39.0,140.0,570.0,392.0,90.0,69.0,489.0,200.0,120.0,115.0,160.0,155.0,51.0,160.0,340.0,310.0,140.0,40.0,60.0,110.0,82.0,124.0,55.0,210.0,70.0,2370.0,200.0,34.0,440.0,60.0,500.0,580.0,150.0,185.0,37.0,400.0,480.0,150.0,30.0,370.0,260.0,56.0,200.0,22.0,5.0,75.0,3.0
Transcribe recorded messages or practitioners' diagnoses or recommendations into patients' medical records.,transcribe recorded messages or practitioners diagnoses or recommendations into patients medical records,Transcribe spoken or written information.,Maintain operational records.,Documenting/Recording Information,Medical Secretaries,medical secretaries,43-6013.00,Medical Secretaries and Administrative Assistants,43-6013,43-6013.00,Secretaries and Administrative Assistants,Secretaries and Administrative Assistants,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.987943333668241,False,4.276140384615385,4.6,41.48,0.2265711487185341,0.1,E2,E1,45930.0,36930.0,47870.0,45820.0,37000.0,54490.0,46920.0,48500.0,44500.0,49180.0,41730.0,43160.0,49920.0,44920.0,46670.0,44060.0,40980.0,43020.0,38750.0,36930.0,46990.0,47850.0,50290.0,41100.0,50030.0,36290.0,43980.0,43740.0,46100.0,46990.0,48410.0,48660.0,44230.0,47710.0,44190.0,45390.0,44280.0,38330.0,50130.0,44930.0,46860.0,40170.0,45810.0,39940.0,42910.0,44330.0,48200.0,46180.0,58100.0,38430.0,48380.0,44430.0,31680.0,29620.0,36710.0,961610.0,16580.0,2520.0,18090.0,2190.0,115050.0,11560.0,6480.0,4510.0,1930.0,96000.0,39380.0,2160.0,5120.0,27560.0,21180.0,10560.0,6470.0,26430.0,2970.0,4610.0,17290.0,22210.0,27960.0,16860.0,7145.0,12260.0,4410.0,4110.0,7030.0,3680.0,20980.0,4590.0,57720.0,56840.0,1120.0,29110.0,8430.0,16840.0,27600.0,2350.0,15630.0,80.0,41810.0,78740.0,5260.0,2390.0,27600.0,10960.0,1550.0,7760.0,1110.0,310.0,8480.0,230.0
Transcribe recorded messages or practitioners' diagnoses or recommendations into patients' medical records.,transcribe recorded messages or practitioners diagnoses or recommendations into patients medical records,Maintain medical records.,Maintain health or medical records.,Documenting/Recording Information,Medical Secretaries,medical secretaries,43-6013.00,Medical Secretaries and Administrative Assistants,43-6013,43-6013.00,Secretaries and Administrative Assistants,Secretaries and Administrative Assistants,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.987943333668241,False,4.276140384615385,4.6,41.48,0.2265711487185341,0.1,E2,E1,45930.0,36930.0,47870.0,45820.0,37000.0,54490.0,46920.0,48500.0,44500.0,49180.0,41730.0,43160.0,49920.0,44920.0,46670.0,44060.0,40980.0,43020.0,38750.0,36930.0,46990.0,47850.0,50290.0,41100.0,50030.0,36290.0,43980.0,43740.0,46100.0,46990.0,48410.0,48660.0,44230.0,47710.0,44190.0,45390.0,44280.0,38330.0,50130.0,44930.0,46860.0,40170.0,45810.0,39940.0,42910.0,44330.0,48200.0,46180.0,58100.0,38430.0,48380.0,44430.0,31680.0,29620.0,36710.0,961610.0,16580.0,2520.0,18090.0,2190.0,115050.0,11560.0,6480.0,4510.0,1930.0,96000.0,39380.0,2160.0,5120.0,27560.0,21180.0,10560.0,6470.0,26430.0,2970.0,4610.0,17290.0,22210.0,27960.0,16860.0,7145.0,12260.0,4410.0,4110.0,7030.0,3680.0,20980.0,4590.0,57720.0,56840.0,1120.0,29110.0,8430.0,16840.0,27600.0,2350.0,15630.0,80.0,41810.0,78740.0,5260.0,2390.0,27600.0,10960.0,1550.0,7760.0,1110.0,310.0,8480.0,230.0
Transfer details from separate journals to general ledgers or data processing sheets.,transfer details from separate journals to general ledgers or data processing sheets,Convert data among multiple digital or analog formats.,Process digital or online data.,Working with Computers,"Bookkeeping, Accounting, and Auditing Clerks",bookkeeping accounting and auditing clerks,43-3031.00,"Bookkeeping, Accounting, and Auditing Clerks",43-3031,43-3031.00,"Bookkeeping, Accounting, and Auditing Clerks",Financial Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.960271824359645,False,0.9555723076923076,4.2,53.69,0.0560063159791476,0.1,E2,E1,50670.0,44640.0,56430.0,50590.0,42840.0,59230.0,54000.0,59970.0,51780.0,65180.0,49330.0,49350.0,48730.0,48310.0,49560.0,47820.0,48180.0,47290.0,46550.0,44890.0,50510.0,53540.0,59830.0,48980.0,54600.0,42840.0,47990.0,47270.0,47110.0,50380.0,52450.0,58300.0,48080.0,58160.0,47930.0,49710.0,48810.0,46180.0,54060.0,48440.0,53280.0,47940.0,46340.0,48180.0,48910.0,49440.0,54720.0,51620.0,58620.0,42890.0,50340.0,47910.0,33280.0,28700.0,46490.0,1373680.0,19890.0,4580.0,22690.0,12510.0,151870.0,26140.0,14929.999999999998,4600.0,1790.0,88670.0,38700.0,5220.0,9540.0,51470.0,29910.0,14020.0,15380.000000000002,23480.0,18980.0,7390.0,18170.0,29110.0,37550.0,26850.0,12160.0,21400.0,6980.0,10050.0,15180.0,7180.0,37550.0,7779.999999999999,84280.0,48760.0,4290.0,45140.0,16490.0,21710.0,48920.0,4570.0,19980.0,10200.0,37680.0,122400.0,12650.0,2950.0,31990.0,32930.0,7620.000000000001,25960.0,3480.0,880.0,6650.0,280.0
"Transfer photographs to computers for editing, archiving, and electronic transmission.",transfer photographs to computers for editing archiving and electronic transmission,Convert data among multiple digital or analog formats.,Process digital or online data.,Working with Computers,Photographers,photographers,27-4021.00,Photographers,27-4021,27-4021.00,Photographers,Media and Communication Equipment Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.938297210411697,True,2.77262,4.82,100.0,0.2238525,0.1,E2,E2,44660.0,36130.0,39190.0,36970.0,32810.0,47840.0,47070.0,49790.0,50100.0,110970.0,42640.0,43770.0,45960.0,33320.0,36570.0,35960.0,38290.0,37790.0,47170.0,36830.0,46680.0,46450.0,57990.0,44660.0,46470.0,45860.0,39170.0,39900.0,41920.0,37460.0,44780.0,40520.0,48090.0,60050.0,37120.0,37410.0,38470.0,36750.0,53630.0,40520.0,37300.0,37890.0,45330.0,37950.0,41280.0,52140.0,44660.0,46550.0,48050.0,36110.0,42060.0,39330.0,44660.0,34060.0,44660.0,51760.0,530.0,50.0,1360.0,240.0,7980.0,1140.0,630.0,180.0,260.0,4390.0,1420.0,440.0,190.0,2150.0,810.0,430.0,300.0,380.0,510.0,180.0,790.0,830.0,970.0,730.0,190.0,950.0,190.0,220.0,890.0,220.0,1460.0,230.0,3650.0,2130.0,70.0,1540.0,330.0,510.0,1870.0,220.0,630.0,190.0,780.0,4330.0,660.0,60.0,1580.0,960.0,110.0,850.0,50.0,22.0,90.0,11.0
"Translate messages simultaneously or consecutively into specified languages, orally or by using hand signs, maintaining message content, context, and style as much as possible.",translate messages simultaneously or consecutively into specified languages orally or by using hand signs maintaining message content context and style as much as possible,Translate information for others.,"Interpret language, cultural, or religious information for others.",Interpreting the Meaning of Information for Others,Interpreters and Translators,interpreters and translators,27-3091.00,Interpreters and Translators,27-3091,27-3091.00,Miscellaneous Media and Communication Workers,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.2374496550195726,4.931678292983177,False,4.921579230769231,4.73,90.27,1.1694086862252242,0.3,E1,E1,60170.0,46130.0,60170.0,50150.0,52490.0,70770.0,71790.0,68340.0,60170.0,109970.0,48930.0,57880.0,42270.0,66130.0,55290.0,48140.0,48150.0,47950.0,53590.0,48420.0,63470.0,88550.0,72750.0,45310.0,66410.0,57130.0,57010.0,47850.0,53050.0,50370.0,56370.0,58970.0,63550.0,84090.0,50030.0,48190.0,61230.0,48980.0,66300.0,57040.0,82320.0,50860.0,53140.0,51080.0,47510.0,65770.0,62450.0,63030.0,61750.0,60170.0,63390.0,60170.0,60170.0,42990.0,60170.0,52060.0,310.0,150.0,2070.0,220.0,5560.0,800.0000000000001,280.0,110.0,280.0,4200.0,1600.0000000000002,59.99999999999999,300.0,1510.0,1170.0,560.0,470.0,480.0,120.0,90.0,1150.0,2280.0,940.0,1030.0,80.0,440.0,59.99999999999999,570.0,320.0,240.0,870.0,360.0,3240.0,1780.0,130.0,2030.0,320.0,660.0,1420.0,200.00000000000003,520.0,230.0,710.0,6780.0,849.9999999999999,80.0,1630.0,1250.0,120.0,1410.0,93.0,22.0,130.0,11.0
Translate or request translation of reference materials.,translate or request translation of reference materials,Translate information for others.,"Interpret language, cultural, or religious information for others.",Interpreting the Meaning of Information for Others,Historians,historians,19-3093.00,Historians,19-3093,19-3093.00,Miscellaneous Social Scientists and Related Workers,Social Scientists and Related Workers,"Life, Physical, and Social Science Occupations",2026-05-31,0.0226142528590069,4.901929098070903,False,0.615206923076923,2.6,58.05,0.0288768857312812,0.1,E1,E1,76750.0,72490.0,76750.0,76750.0,76750.0,97420.0,76750.0,66770.0,76750.0,118290.0,74740.0,63840.0,92520.0,76750.0,89670.0,63770.0,76750.0,72600.0,63530.0,80620.0,76750.0,120580.0,121710.0,62920.0,103040.0,46010.0,64230.0,76750.0,70050.0,80140.0,76750.0,77080.0,66790.0,62960.0,73440.0,76750.0,60350.0,50980.0,99560.0,71970.0,76750.0,52120.0,76750.0,71080.0,78240.0,33840.0,76750.0,101920.0,99720.0,76750.0,45810.0,76750.0,76750.0,76750.0,76750.0,3450.0,60.0,7.0,71.0,29.0,210.0,63.0,40.0,11.0,250.0,110.0,110.0,70.0,19.0,134.0,30.0,34.0,40.0,50.0,60.0,14.0,50.0,80.0,80.0,50.0,90.0,50.0,11.0,30.0,34.0,15.0,130.0,40.0,410.0,120.0,9.0,122.0,50.0,40.0,70.0,11.0,60.0,10.0,40.0,130.0,80.0,7.0,180.0,30.0,15.0,50.0,6.0,1.0,21.0,1.0
"Transmit correspondence or medical records by mail, e-mail, or fax.",transmit correspondence or medical records by mail email or fax,"Send information, materials or documentation.",Process shipments or mail.,Performing Administrative Activities,Medical Secretaries,medical secretaries,43-6013.00,Medical Secretaries and Administrative Assistants,43-6013,43-6013.00,Secretaries and Administrative Assistants,Secretaries and Administrative Assistants,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.892757660167131,False,3.562281538461538,4.47,95.72,0.2905193891902753,0.1,E1,E1,45930.0,36930.0,47870.0,45820.0,37000.0,54490.0,46920.0,48500.0,44500.0,49180.0,41730.0,43160.0,49920.0,44920.0,46670.0,44060.0,40980.0,43020.0,38750.0,36930.0,46990.0,47850.0,50290.0,41100.0,50030.0,36290.0,43980.0,43740.0,46100.0,46990.0,48410.0,48660.0,44230.0,47710.0,44190.0,45390.0,44280.0,38330.0,50130.0,44930.0,46860.0,40170.0,45810.0,39940.0,42910.0,44330.0,48200.0,46180.0,58100.0,38430.0,48380.0,44430.0,31680.0,29620.0,36710.0,961610.0,16580.0,2520.0,18090.0,2190.0,115050.0,11560.0,6480.0,4510.0,1930.0,96000.0,39380.0,2160.0,5120.0,27560.0,21180.0,10560.0,6470.0,26430.0,2970.0,4610.0,17290.0,22210.0,27960.0,16860.0,7145.0,12260.0,4410.0,4110.0,7030.0,3680.0,20980.0,4590.0,57720.0,56840.0,1120.0,29110.0,8430.0,16840.0,27600.0,2350.0,15630.0,80.0,41810.0,78740.0,5260.0,2390.0,27600.0,10960.0,1550.0,7760.0,1110.0,310.0,8480.0,230.0
"Transmit information or documents to customers, using computer, mail, or facsimile machine.",transmit information or documents to customers using computer mail or facsimile machine,"Send information, materials or documentation.",Process shipments or mail.,Performing Administrative Activities,Receptionists and Information Clerks,receptionists and information clerks,43-4171.00,Receptionists and Information Clerks,43-4171,43-4171.00,Receptionists and Information Clerks,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0226142528590069,4.8985613777171055,True,2.4593488461538464,4.12,93.52,0.1930363277669823,0.1,E1,E2,38010.0,32590.0,44720.0,38730.0,34840.0,44100.0,42010.0,40630.0,36310.0,49060.0,36810.0,36100.0,41600.0,36810.0,37400.0,36160.0,37330.0,36050.0,32940.0,32750.0,42440.0,38100.0,43870.0,37470.0,37510.0,31160.0,35740.0,37360.0,37860.0,37050.0,38160.0,41650.0,35140.0,43080.0,35440.0,39530.0,35920.0,34560.0,40900.0,36810.0,42620.0,35510.0,38280.0,34910.0,35210.0,36960.0,38370.0,37060.0,44710.0,31920.0,41150.0,37480.0,23290.0,22890.0,34630.0,910180.0,10460.0,1530.0,23220.0,10870.0,82470.0,11020.0,14980.0,2880.0,2000.0,63280.0,26080.0,3510.0,5340.0,40370.0,17360.0,4660.0,7290.0,9290.0,12820.0,3440.0,18390.0,18970.0,25230.0,11800.0,6920.0,18890.0,1280.0,6750.0,10650.0,5320.0,42060.0,5650.0,65010.0,20080.0,1930.0,30850.0,9380.0,13590.0,37830.0,4270.0,11280.0,5760.0,11460.0,78330.0,12020.0,1160.0,23360.0,26500.0,5470.0,25580.0,1540.0,210.0,4030.0,120.0
Transmit work electronically to other locations.,transmit work electronically to other locations,Operate computers or computerized equipment.,Operate computer systems or computerized equipment.,Working with Computers,Word Processors and Typists,word processors and typists,43-9022.00,Word Processors and Typists,43-9022,43-9022.00,Data Entry and Information Processing Workers,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.727225619235154,False,2.3057542307692307,4.12,93.28,0.1885326604564365,0.1,E0,E0,49280.0,46860.0,49280.0,42070.0,43010.0,56380.0,57550.0,49250.0,45480.0,49180.0,35770.0,31450.0,40060.0,49930.0,45490.0,39520.0,43210.0,49280.0,49280.0,49280.0,49280.0,47110.0,53740.0,47970.0,51550.0,49280.0,37440.0,49280.0,47080.0,41290.0,49280.0,49520.0,46400.0,48400.0,49280.0,49280.0,48670.0,43710.0,52420.0,41000.0,47040.0,42840.0,49280.0,49750.0,47720.0,49280.0,49280.0,46130.0,46110.0,36060.0,48540.0,49280.0,49280.0,32270.0,49280.0,35010.0,70.0,73.0,725.0,40.0,10270.0,59.99999999999999,170.0,50.0,120.0,1000.0,1094.0,270.0,59.99999999999999,490.0,120.0,360.0,322.0,160.0,433.0,143.0,210.0,350.0,520.0,210.0,260.0,260.0,114.0,80.0,170.0,153.0,3560.0000000000005,59.99999999999999,12340.0,1105.0,96.0,310.0,40.0,40.0,1170.0,120.0,30.0,102.0,90.0,290.0,388.0,68.0,290.0,140.0,80.0,180.0,62.99999999999999,14.999999999999998,1700.0,7.0
"Troubleshoot equipment, electrical components, hydraulics, or other mechanical systems.",troubleshoot equipment electrical components hydraulics or other mechanical systems,Troubleshoot equipment or systems operation problems.,Diagnose system or equipment problems.,Making Decisions and Solving Problems,Millwrights,millwrights,49-9044.00,Millwrights,49-9044,49-9044.00,"Industrial Machinery Installation, Repair, and Maintenance Workers","Other Installation, Maintenance, and Repair Occupations","Installation, Maintenance, and Repair Occupations",2026-05-31,0.0030529241359659,4.505469788365198,True,0.8985873076923077,4.0,100.0,0.2126307012155927,0.3,E2,E0,65700.0,61410.0,76940.0,57380.0,56310.0,77950.0,81440.0,76810.0,58770.0,65700.0,62000.0,62760.0,65700.0,64710.0,66640.0,77140.0,62220.0,79690.0,70610.0,66080.0,68220.0,59220.0,65220.0,89190.0,78570.0,58280.0,66480.0,60050.0,60320.0,63040.0,76190.0,107540.0,90230.0,79560.0,62990.0,60750.0,73220.0,50950.0,70700.0,64410.0,65700.0,61700.0,61820.0,61810.0,62630.0,63040.0,64180.0,51430.0,76490.0,67270.0,82630.0,62780.0,65700.0,65700.0,65700.0,40330.0,1400.0,300.0,450.0,1140.0,2230.0,200.0,110.0,90.0,181.0,530.0,1780.0,162.0,410.0,2160.0,1760.0,690.0,840.0,1220.0,1080.0,350.0,160.0,937.0,2900.0,480.0,1280.0,830.0,70.0,590.0,150.0,80.0,340.0,60.0,1000.0,700.0,170.0,1930.0,510.0,460.0,1700.0,129.0,950.0,240.0,1060.0,3540.0,220.0,60.0,690.0,1020.0,330.0,1220.0,130.0,17.0,242.0,8.0
Troubleshoot network or connectivity problems for users or user groups.,troubleshoot network or connectivity problems for users or user groups,Resolve computer network problems.,Resolve computer problems.,Working with Computers,Computer Network Support Specialists,computer network support specialists,15-1152.00,Computer Network Support Specialists,15-1231,15-1231.00,Computer Support Specialists,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.431914673293983,False,1.3423634615384616,3.96,91.65,0.9246835581262984,0.8999999999999999,E2,E2,76220.0,61890.0,86110.0,68880.0,59460.0,79190.0,82750.0,81890.0,60580.0,91370.0,75740.0,79180.0,83620.0,63340.0,68530.0,73100.0,64600.0,60060.0,76220.0,58680.0,72990.0,96680.0,88650.0,65900.0,76000.0,63410.0,72780.0,61150.0,65450.0,85790.0,72330.0,87440.0,64550.0,77540.0,76220.0,73550.0,70080.0,78740.0,68900.0,78310.0,82970.0,76790.0,53650.0,77640.0,66780.0,76220.0,72400.0,76760.0,101750.0,46840.0,81010.0,61780.0,46110.0,39570.0,56360.0,146190.0,940.0,300.0,1460.0,1470.0,13620.0,4530.0,850.0,330.0,450.0,9450.0,4440.0,350.0,780.0,6960.0,5030.0,1920.0,310.0,1720.0,1290.0,680.0,8200.0,1980.0,2470.0,2930.0,1240.0,3910.0,890.0,1490.0,2460.0,680.0,3370.0,1300.0,7170.0,6080.0,500.0,7480.0,1940.0,2660.0,4170.0,620.0,2660.0,480.0,2660.0,9930.0,990.0,120.0,5650.0,3300.0,600.0,1140.0,270.0,40.0,670.0,30.0
Troubleshoot network or connectivity problems for users or user groups.,troubleshoot network or connectivity problems for users or user groups,Troubleshoot issues with computer applications or systems.,Resolve computer problems.,Working with Computers,Computer Network Support Specialists,computer network support specialists,15-1152.00,Computer Network Support Specialists,15-1231,15-1231.00,Computer Support Specialists,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.431914673293983,False,1.3423634615384616,3.96,91.65,0.9246835581262984,0.8999999999999999,E2,E2,76220.0,61890.0,86110.0,68880.0,59460.0,79190.0,82750.0,81890.0,60580.0,91370.0,75740.0,79180.0,83620.0,63340.0,68530.0,73100.0,64600.0,60060.0,76220.0,58680.0,72990.0,96680.0,88650.0,65900.0,76000.0,63410.0,72780.0,61150.0,65450.0,85790.0,72330.0,87440.0,64550.0,77540.0,76220.0,73550.0,70080.0,78740.0,68900.0,78310.0,82970.0,76790.0,53650.0,77640.0,66780.0,76220.0,72400.0,76760.0,101750.0,46840.0,81010.0,61780.0,46110.0,39570.0,56360.0,146190.0,940.0,300.0,1460.0,1470.0,13620.0,4530.0,850.0,330.0,450.0,9450.0,4440.0,350.0,780.0,6960.0,5030.0,1920.0,310.0,1720.0,1290.0,680.0,8200.0,1980.0,2470.0,2930.0,1240.0,3910.0,890.0,1490.0,2460.0,680.0,3370.0,1300.0,7170.0,6080.0,500.0,7480.0,1940.0,2660.0,4170.0,620.0,2660.0,480.0,2660.0,9930.0,990.0,120.0,5650.0,3300.0,600.0,1140.0,270.0,40.0,670.0,30.0
Troubleshoot problems with audio-visual equipment.,troubleshoot problems with audiovisual equipment,Troubleshoot equipment or systems operation problems.,Diagnose system or equipment problems.,Making Decisions and Solving Problems,Librarians,librarians,25-4021.00,Librarians and Media Collections Specialists,25-4022,25-4022.00,Librarians and Media Collections Specialists,"Librarians, Curators, and Archivists",Educational Instruction and Library Occupations,2026-05-31,0.0113071264295034,4.366071428571429,True,1.718686923076923,3.79,77.34,0.1052481130965152,0.1,E0,E0,68270.0,64650.0,78810.0,60500.0,56800.0,89790.0,76480.0,79210.0,77700.0,96550.0,67060.0,76750.0,68270.0,54130.0,62700.0,53500.0,58440.0,61900.0,65200.0,60650.0,59540.0,88570.0,78540.0,60010.0,77650.0,56970.0,58700.0,63870.0,64060.0,84540.0,63580.0,78380.0,62530.0,78590.0,61420.0,62830.0,60630.0,58180.0,78070.0,62880.0,75860.0,62640.0,51210.0,62090.0,71860.0,53730.0,62360.0,77430.0,100030.0,42980.0,66870.0,46530.0,68270.0,51610.0,68270.0,133790.0,2750.0,350.0,1990.0,1490.0,10180.0,1990.0,2550.0,370.0,960.0,6670.0,3330.0,300.0,650.0,5390.0,1920.0,1770.0,1620.0,1980.0,2130.0,780.0,3220.0,4980.0,3940.0,2220.0,1060.0,2970.0,640.0,1200.0,610.0,1150.0,4100.0,580.0,11870.0,4010.0,570.0,4820.0,1820.0,1690.0,5050.0,780.0,2130.0,490.0,2540.0,9150.0,1630.0,600.0,4590.0,2750.0,610.0,2450.0,440.0,57.0,1310.0,27.0
Troubleshoot problems with audio-visual equipment.,troubleshoot problems with audiovisual equipment,Diagnose equipment malfunctions.,Diagnose system or equipment problems.,Making Decisions and Solving Problems,Librarians,librarians,25-4021.00,Librarians and Media Collections Specialists,25-4022,25-4022.00,Librarians and Media Collections Specialists,"Librarians, Curators, and Archivists",Educational Instruction and Library Occupations,2026-05-31,0.0113071264295034,4.366071428571429,True,1.718686923076923,3.79,77.34,0.1052481130965152,0.1,E0,E0,68270.0,64650.0,78810.0,60500.0,56800.0,89790.0,76480.0,79210.0,77700.0,96550.0,67060.0,76750.0,68270.0,54130.0,62700.0,53500.0,58440.0,61900.0,65200.0,60650.0,59540.0,88570.0,78540.0,60010.0,77650.0,56970.0,58700.0,63870.0,64060.0,84540.0,63580.0,78380.0,62530.0,78590.0,61420.0,62830.0,60630.0,58180.0,78070.0,62880.0,75860.0,62640.0,51210.0,62090.0,71860.0,53730.0,62360.0,77430.0,100030.0,42980.0,66870.0,46530.0,68270.0,51610.0,68270.0,133790.0,2750.0,350.0,1990.0,1490.0,10180.0,1990.0,2550.0,370.0,960.0,6670.0,3330.0,300.0,650.0,5390.0,1920.0,1770.0,1620.0,1980.0,2130.0,780.0,3220.0,4980.0,3940.0,2220.0,1060.0,2970.0,640.0,1200.0,610.0,1150.0,4100.0,580.0,11870.0,4010.0,570.0,4820.0,1820.0,1690.0,5050.0,780.0,2130.0,490.0,2540.0,9150.0,1630.0,600.0,4590.0,2750.0,610.0,2450.0,440.0,57.0,1310.0,27.0
Troubleshoot program and system malfunctions to restore normal functioning.,troubleshoot program and system malfunctions to restore normal functioning,Troubleshoot issues with computer applications or systems.,Resolve computer problems.,Working with Computers,Computer Systems Analysts,computer systems analysts,15-1121.00,Computer Systems Analysts,15-1211,15-1211.00,Computer and Information Analysts,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,1.187248275097863,4.538701874622052,False,1.8723184615384607,4.24,98.82,0.6066735885925699,0.4,E2,E1,105850.0,101770.0,88520.0,103530.0,81760.0,127720.0,127750.0,109600.0,110560.0,116820.0,101900.0,106240.0,88640.0,75310.0,101570.0,98810.0,95920.0,100770.0,95090.0,95660.0,95820.0,113610.0,128240.0,103410.0,106350.0,86280.0,92060.0,91310.0,91810.0,104060.0,107670.0,122890.0,98220.0,109610.0,106850.0,105470.0,102320.0,95930.0,121620.0,98550.0,134630.0,98280.0,99790.0,95630.0,107390.0,98770.0,99610.0,120840.0,129410.0,105850.0,100440.0,109780.0,59900.0,63730.0,59430.0,421026.0,10632.0,681.0,18364.0,6645.0,95724.0,10098.0,7780.0,3468.0,4020.0,57165.0,18866.0,2707.0,2674.0,33405.0,15657.0,7715.0,6062.0,9611.0,4830.0,4020.0,24863.0,35917.0,22805.0,18364.0,1990.0,12529.0,1378.0,3955.0,4117.0,3387.0,26776.0,3712.0,39061.0,33891.0,454.0,31103.0,3710.0,9141.0,31524.0,1850.0,7699.999999999999,1799.0,16565.0,77782.0,4781.0,956.0,37586.0,39094.0,1669.0,13517.0,502.0,59.99999999999999,2075.0,65.0
Troubleshoot security and network problems.,troubleshoot security and network problems,Troubleshoot issues with computer applications or systems.,Resolve computer problems.,Working with Computers,"Computer Occupations, All Other",computer occupations all other,15-1199.00,Information Security Engineers,15-1299,15-1299.05,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.753642117954386,False,1.31474,3.74,100.0,0.3156715785408934,0.3,E2,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,17371.0,630.0,170.0,5510.0,268.0,19188.0,2825.0,742.0,860.0,4118.0,13710.0,4939.0,498.0,249.0,2672.0,800.0,922.0,321.0,1850.0,1202.0,900.0,4563.0,1477.0,1781.0,1001.0,347.0,14340.0,129.0,546.0,625.0,232.0,2875.0,395.0,11460.0,3612.0,175.0,6150.0,795.0,587.0,14580.0,199.0,1029.0,240.0,2617.0,13650.0,1599.0,316.0,4070.0,3438.0,809.0,1120.0,41.0,67.0,211.0,10.0
Tutor and assist children individually or in small groups to help them master assignments and to reinforce learning concepts presented by teachers.,tutor and assist children individually or in small groups to help them master assignments and to reinforce learning concepts presented by teachers,Tutor students who need extra assistance.,Teach academic or vocational subjects.,Training and Teaching Others,Teacher Assistants,teacher assistants,25-9041.00,"Teaching Assistants, Preschool, Elementary, Middle, and Secondary School, Except Special Education",25-9042,25-9042.00,Teaching Assistants,Other Educational Instruction and Library Occupations,Educational Instruction and Library Occupations,2026-05-31,0.0056535632147517,3.20329209477878,False,3.4688311538461543,4.48,96.54,2.6317963257955856,0.9639480982645104,E0,E2,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,396110.0,5349.0,824.0,8197.0,3299.0,46090.0,7272.0,4292.0,1227.0,1776.0,25128.0,12372.0,1588.0,2170.0,15431.0,8101.0,3946.0,3638.0,5062.0,4896.0,1621.0,6992.0,9205.0,11144.0,7464.999999999999,2943.0,7429.999999999999,1295.0,2592.0,3926.0,1729.0,10845.0,2204.0,24516.0,12505.0,1087.0,14045.0,4321.0,4978.0,15347.0,1269.0,5833.0,1157.0,8297.0,35607.0,4392.0,769.0,10399.0,8986.0,1775.0,7443.999999999999,710.0,169.0,2375.0,81.0
Tutor and assist children individually or in small groups to help them master assignments and to reinforce learning concepts presented by teachers.,tutor and assist children individually or in small groups to help them master assignments and to reinforce learning concepts presented by teachers,Tutor students who need extra assistance.,Teach academic or vocational subjects.,Training and Teaching Others,Teacher Assistants,teacher assistants,25-9041.00,"Teaching Assistants, Special Education",25-9043,25-9043.00,Teaching Assistants,Other Educational Instruction and Library Occupations,Educational Instruction and Library Occupations,2026-05-31,0.0056535632147517,3.20329209477878,False,1.774776923076923,4.1,89.91,2.184055958727445,1.607994191547541,E0,E2,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,37010.0,396110.0,5349.0,824.0,8197.0,3299.0,46090.0,7272.0,4292.0,1227.0,1776.0,25128.0,12372.0,1588.0,2170.0,15431.0,8101.0,3946.0,3638.0,5062.0,4896.0,1621.0,6992.0,9205.0,11144.0,7464.999999999999,2943.0,7429.999999999999,1295.0,2592.0,3926.0,1729.0,10845.0,2204.0,24516.0,12505.0,1087.0,14045.0,4321.0,4978.0,15347.0,1269.0,5833.0,1157.0,8297.0,35607.0,4392.0,769.0,10399.0,8986.0,1775.0,7443.999999999999,710.0,169.0,2375.0,81.0
Tutor or assist students individually or in small groups.,tutor or assist students individually or in small groups,Tutor students who need extra assistance.,Teach academic or vocational subjects.,Training and Teaching Others,"Teachers and Instructors, All Other",teachers and instructors all other,25-3099.00,"Substitute Teachers, Short-Term",25-3031,25-3031.00,"Substitute Teachers, Short-Term",Other Teachers and Instructors,Educational Instruction and Library Occupations,2026-05-31,0.0452285057180138,2.7252494244052192,False,2.4410565384615386,4.28,69.08,0.4705347000117012,0.3,E0,E0,41670.0,25340.0,66920.0,38500.0,29230.0,60300.0,41670.0,38460.0,36510.0,49790.0,37080.0,38870.0,58530.0,34080.0,39410.0,36360.0,37230.0,36190.0,29730.0,27370.0,37440.0,46470.0,41350.0,39500.0,50390.0,22340.0,34790.0,28050.0,37690.0,24960.0,34990.0,43780.0,36400.0,43490.0,33780.0,42570.0,37150.0,23770.0,58280.0,44870.0,45590.0,30400.0,27840.0,29500.0,32040.0,36490.0,38200.0,39020.0,55740.0,49020.0,43950.0,36990.0,27210.0,41670.0,41670.0,524770.0,9290.0,1420.0,4710.0,2560.0,115660.0,9635.0,5950.0,1625.0,750.0,25270.0,16400.0,3990.0,1800.0,17220.0,9920.0,7300.0,9360.0,320.0,1090.0,2148.0,7610.0,8410.0,3600.0,8660.0,2390.0,11480.0,2370.0,3430.0,6600.0,1070.0,17100.0,3510.0,36090.0,20360.0,420.0,9140.0,4990.0,8090.0,22360.0,1910.0,7700.0,1610.0,7690.0,29150.0,4710.0,1400.0,24350.0,14820.0,4840.0,8420.0,2230.0,780.0,3147.0,108.0
Tutor or mentor students who need additional instruction.,tutor or mentor students who need additional instruction,Tutor students who need extra assistance.,Teach academic or vocational subjects.,Training and Teaching Others,Graduate Teaching Assistants,graduate teaching assistants,25-1191.00,"Teaching Assistants, Postsecondary",25-9044,25-9044.00,Teaching Assistants,Other Educational Instruction and Library Occupations,Educational Instruction and Library Occupations,2026-05-31,0.0339213792885103,2.647699629825489,False,0.4586638461538461,3.87,93.85,0.3073456232886285,0.8999999999999999,E0,E2,42910.0,22600.0,35790.0,49810.0,23140.0,49140.0,37450.0,42910.0,42910.0,43160.0,37770.0,48800.0,42910.0,37310.0,36040.0,34910.0,38960.0,41580.0,49680.0,37950.0,47210.0,58330.0,56370.0,39830.0,53380.0,42910.0,42910.0,30070.0,39650.0,24960.0,26810.0,54260.0,48270.0,43610.0,50050.0,49960.0,48710.0,49920.0,49550.0,38020.0,49420.0,46760.0,39840.0,36950.0,55670.0,52300.0,48620.0,49890.0,50460.0,35960.0,47990.0,42910.0,42910.0,47440.0,42910.0,164090.0,2216.0,70.0,7200.0,2600.0,19120.0,530.0,4700.0,508.0,130.0,9130.0,2470.0,658.0,220.0,12340.0,1940.0,560.0,640.0,990.0,440.0,90.0,5030.0,3040.0,18440.0,600.0,390.0,3078.0,380.0,730.0,540.0,480.0,3390.0,370.0,17390.0,2900.0,90.0,2210.0,1680.0,880.0,2480.0,50.0,2730.0,460.0,300.0,13540.0,2020.0,60.0,1660.0,1480.0,40.0,4210.0,294.0,70.0,1640.0,34.0
Type acknowledgment letters to persons sending correspondence.,type acknowledgment letters to persons sending correspondence,Prepare business correspondence.,Perform administrative or clerical activities.,Performing Administrative Activities,Correspondence Clerks,correspondence clerks,43-4021.00,Correspondence Clerks,43-4021,43-4021.00,Correspondence Clerks,Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.945769622833844,False,0.852631153846154,3.55,63.15,0.0536172535903993,0.1,E1,E1,46800.0,46800.0,46800.0,39900.0,46800.0,53640.0,45510.0,61310.0,46800.0,46800.0,46800.0,46800.0,46800.0,51010.0,46280.0,49710.0,46800.0,46800.0,46800.0,36790.0,49180.0,46800.0,46800.0,40780.0,46800.0,46800.0,43400.0,46800.0,49800.0,47820.0,49730.0,48510.0,46800.0,49360.0,42340.0,46800.0,49700.0,46800.0,61160.0,40270.0,46800.0,41710.0,46800.0,42390.0,48860.0,47450.0,46800.0,48310.0,46800.0,46800.0,47400.0,46800.0,46800.0,46800.0,46800.0,4290.0,58.0,9.0,110.0,36.0,240.0,50.0,70.0,13.0,19.0,350.0,150.0,17.0,40.0,50.0,70.0,43.0,39.0,55.0,60.0,40.0,76.0,100.0,40.0,81.0,32.0,70.0,14.0,60.0,130.0,120.0,40.0,24.0,540.0,50.0,12.0,40.0,47.0,110.0,140.0,14.0,130.0,13.0,100.0,830.0,140.0,8.0,113.0,97.0,19.0,81.0,8.0,2.0,26.0,1.0
"Type correspondence, reports, text and other written material from rough drafts, corrected copies, voice recordings, dictation, or previous versions, using a computer, word processor, or typewriter.",type correspondence reports text and other written material from rough drafts corrected copies voice recordings dictation or previous versions using a computer word processor or typewriter,Type documents.,Perform administrative or clerical activities.,Performing Administrative Activities,Word Processors and Typists,word processors and typists,43-9022.00,Word Processors and Typists,43-9022,43-9022.00,Data Entry and Information Processing Workers,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.9550679205851615,False,2.794665769230769,4.01,91.98,1.33932915248608,0.6,E1,E1,49280.0,46860.0,49280.0,42070.0,43010.0,56380.0,57550.0,49250.0,45480.0,49180.0,35770.0,31450.0,40060.0,49930.0,45490.0,39520.0,43210.0,49280.0,49280.0,49280.0,49280.0,47110.0,53740.0,47970.0,51550.0,49280.0,37440.0,49280.0,47080.0,41290.0,49280.0,49520.0,46400.0,48400.0,49280.0,49280.0,48670.0,43710.0,52420.0,41000.0,47040.0,42840.0,49280.0,49750.0,47720.0,49280.0,49280.0,46130.0,46110.0,36060.0,48540.0,49280.0,49280.0,32270.0,49280.0,35010.0,70.0,73.0,725.0,40.0,10270.0,59.99999999999999,170.0,50.0,120.0,1000.0,1094.0,270.0,59.99999999999999,490.0,120.0,360.0,322.0,160.0,433.0,143.0,210.0,350.0,520.0,210.0,260.0,260.0,114.0,80.0,170.0,153.0,3560.0000000000005,59.99999999999999,12340.0,1105.0,96.0,310.0,40.0,40.0,1170.0,120.0,30.0,102.0,90.0,290.0,388.0,68.0,290.0,140.0,80.0,180.0,62.99999999999999,14.999999999999998,1700.0,7.0
"Update and maintain customer information records, such as beauty services provided.",update and maintain customer information records such as beauty services provided,Maintain client information or service records.,Maintain operational records.,Documenting/Recording Information,"Hairdressers, Hairstylists, and Cosmetologists",hairdressers hairstylists and cosmetologists,39-5012.00,"Hairdressers, Hairstylists, and Cosmetologists",39-5012,39-5012.00,"Barbers, Hairdressers, Hairstylists and Cosmetologists",Personal Appearance Workers,Personal Care and Service Occupations,2026-05-31,0.0030529241359659,4.880605257344819,False,3.684313846153846,4.45,99.8,0.3139140469061877,0.1,E2,E1,35790.0,29150.0,32150.0,36810.0,28830.0,38660.0,37690.0,44620.0,34350.0,54570.0,29530.0,34560.0,35040.0,35480.0,34040.0,32830.0,35700.0,29710.0,29840.0,26030.0,44000.0,36420.0,37290.0,34820.0,39170.0,27560.0,30750.0,38000.0,34320.0,33840.0,34650.0,36150.0,37750.0,35760.0,38410.0,34850.0,36260.0,29650.0,57580.0,36790.0,31200.0,33700.0,49800.0,31310.0,30680.0,35140.0,48650.0,35790.0,59510.0,34480.0,36230.0,29170.0,29500.0,22090.0,35790.0,305710.0,3300.0,330.0,7840.0,1410.0,27080.0,6820.0,4090.0,1270.0,870.0,23530.0,7910.0,930.0,2250.0,13190.0,5920.0,2930.0,2190.0,2350.0,2720.0,970.0,5860.0,9600.0,8970.0,5320.0,1040.0,5430.0,690.0,1890.0,1940.0,1950.0,15500.0,1230.0,20740.0,8490.0,870.0,12890.0,1920.0,1860.0,19350.0,1470.0,3570.0,690.0,6080.0,22440.0,2810.0,440.0,10200.0,6930.0,1020.0,6260.0,360.0,170.0,960.0,63.0
Update client and server applications responsible for integration and business logic.,update client and server applications responsible for integration and business logic,Maintain computer equipment or software.,"Maintain electronic, computer, or other technical equipment.",Repairing and Maintaining Mechanical Equipment,"Computer Occupations, All Other",computer occupations all other,15-1199.00,Blockchain Engineers,15-1299,15-1299.07,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.750026390794891,False,0.3920518566849817,3.690793650793651,60.40869047619047,0.102482968897423,0.3520416316878544,E1,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,17371.0,630.0,170.0,5510.0,268.0,19188.0,2825.0,742.0,860.0,4118.0,13710.0,4939.0,498.0,249.0,2672.0,800.0,922.0,321.0,1850.0,1202.0,900.0,4563.0,1477.0,1781.0,1001.0,347.0,14340.0,129.0,546.0,625.0,232.0,2875.0,395.0,11460.0,3612.0,175.0,6150.0,795.0,587.0,14580.0,199.0,1029.0,240.0,2617.0,13650.0,1599.0,316.0,4070.0,3438.0,809.0,1120.0,41.0,67.0,211.0,10.0
Update directory information.,update directory information,Enter information into databases or software programs.,Process digital or online data.,Working with Computers,Telephone Operators,telephone operators,43-2021.00,Telephone Operators,43-2021,43-2021.00,Telephone Operators,Communications Equipment Operators,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.849366447034972,False,1.1998865384615385,4.12,69.88,0.3732493716924764,0.5,E2,E1,41740.0,41740.0,41740.0,41740.0,41740.0,57170.0,41740.0,41740.0,41740.0,49330.0,37180.0,36920.0,41740.0,41740.0,41740.0,41740.0,41740.0,41740.0,41740.0,31400.0,41740.0,42460.0,47940.0,37550.0,41740.0,41740.0,41740.0,41740.0,41740.0,41740.0,41740.0,41960.0,41740.0,50220.0,40360.0,41740.0,36970.0,37320.0,41740.0,41740.0,41740.0,41740.0,41740.0,41740.0,41250.0,41740.0,41740.0,42350.0,41740.0,41740.0,46590.0,41740.0,41740.0,41740.0,41740.0,3430.0,46.0,7.0,71.0,29.0,230.0,63.0,37.0,11.0,50.0,70.0,160.0,14.0,19.0,134.0,70.0,34.0,31.0,44.0,50.0,14.0,110.0,80.0,80.0,65.0,25.0,64.0,11.0,22.0,34.0,15.0,190.0,19.0,212.0,40.0,9.0,220.0,40.0,43.0,133.0,11.0,170.0,10.0,150.0,280.0,38.0,7.0,90.0,78.0,15.0,60.0,6.0,1.0,21.0,1.0
Update knowledge and skills to keep up with rapid advancements in computer technology.,update knowledge and skills to keep up with rapid advancements in computer technology,Update technical knowledge.,Maintain current knowledge in area of expertise.,Updating and Using Relevant Knowledge,Computer Hardware Engineers,computer hardware engineers,17-2061.00,Computer Hardware Engineers,17-2061,17-2061.00,Computer Hardware Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.6667000000000005,False,0.5576784615384616,4.31,100.0,0.0416902953869047,0.1,E2,E1,161740.0,136990.0,161740.0,158280.0,120290.0,185180.0,156080.0,161740.0,135690.0,163360.0,134160.0,100210.0,159880.0,131570.0,133220.0,98350.0,125120.0,101750.0,116200.0,83550.0,161740.0,152730.0,167600.0,119670.0,134300.0,78320.0,103980.0,161740.0,134950.0,116530.0,129140.0,142880.0,165350.0,163470.0,134670.0,161740.0,118160.0,95600.0,161740.0,161740.0,119510.0,125110.0,101400.0,130830.0,163860.0,106950.0,161740.0,139030.0,169120.0,161740.0,83670.0,161740.0,161740.0,85660.0,161740.0,76660.0,680.0,159.0,3110.0,160.0,19820.0,2660.0,340.0,30.0,210.0,3290.0,650.0,90.0,920.0,1420.0,320.0,130.0,220.0,500.0,270.0,314.0,1720.0,3150.0,1420.0,770.0,150.0,900.0,251.0,80.0,160.0,310.0,580.0,5260.0,3020.0,1340.0,210.0,580.0,180.0,963.0,1610.0,390.0,690.0,160.0,1606.0,7390.0,430.0,130.0,1720.0,1800.0,140.0,270.0,137.0,33.0,370.0,16.0
Upload digital images onto Web sites for customers.,upload digital images onto web sites for customers,Load digital images onto computers or websites.,Process digital or online data.,Working with Computers,Photographic Process Workers and Processing Machine Operators,photographic process workers and processing machine operators,51-9151.00,Photographic Process Workers and Processing Machine Operators,51-9151,51-9151.00,Photographic Process Workers and Processing Machine Operators,Other Production Occupations,Production Occupations,2026-05-31,0.0113071264295034,4.629117527450183,False,1.1050611538461537,3.64,53.67,0.0567389647025082,0.1,E2,E2,40610.0,29850.0,40610.0,36650.0,40610.0,47320.0,40610.0,37460.0,42220.0,40610.0,46840.0,34790.0,40610.0,40610.0,37940.0,37670.0,43310.0,40610.0,37430.0,36500.0,40610.0,45600.0,38400.0,38610.0,40610.0,40610.0,33540.0,40610.0,40610.0,40610.0,40610.0,43300.0,40610.0,57760.0,35580.0,40610.0,29770.0,40610.0,39940.0,37340.0,40610.0,30010.0,40610.0,29050.0,35950.0,39510.0,40610.0,47380.0,46280.0,40610.0,46480.0,40610.0,40610.0,40610.0,40610.0,4800.0,40.0,10.0,99.0,40.0,740.0,88.0,80.0,30.0,22.0,450.0,50.0,19.0,26.0,187.0,240.0,90.0,44.0,120.0,60.0,20.0,200.0,112.0,150.0,90.0,36.0,100.0,16.0,31.0,48.0,21.0,110.0,27.0,400.0,320.0,13.0,190.0,52.0,40.0,160.0,15.0,50.0,14.0,110.0,160.0,60.0,9.0,110.0,80.0,22.0,60.0,9.0,2.0,29.0,1.0
"Upload digital media, such as photos, video, or scanned images to online storefront, auction sites, or other shopping Web sites.",upload digital media such as photos video or scanned images to online storefront auction sites or other shopping web sites,Create marketing materials.,Develop marketing or promotional materials.,Thinking Creatively,Online Merchants,online merchants,13-1199.06,Online Merchants,13-1199,13-1199.06,Miscellaneous Business Operations Specialists,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.492000000000001,False,1.3218534615384616,4.19,84.23,0.092567128172855,0.1,E2,E2,83050.0,100240.0,94740.0,83280.0,61240.0,87570.0,92520.0,85530.0,95040.0,108160.0,79650.0,78410.0,92620.0,76400.0,82070.0,79030.0,80470.0,83350.0,74690.0,63220.0,78830.0,101500.0,93270.0,81810.0,77820.0,76980.0,80420.0,74990.0,77980.0,67330.0,83740.0,91060.0,79100.0,83450.0,80230.0,80500.0,79350.0,93640.0,77170.0,80590.0,88130.0,79110.0,85340.0,78690.0,80820.0,80190.0,71710.0,85200.0,100360.0,69240.0,67370.0,74060.0,88610.0,46700.0,65170.0,304887.0,7842.0,2266.0,13698.0,9199.0,173886.0,51235.0,6316.0,1795.0,42395.0,74300.0,75669.0,4030.0,3074.0,36954.0,7056.0,11106.0,11005.0,6585.0,19083.0,4745.0,44672.0,20092.0,23491.0,18410.0,4633.0,15770.0,5340.0,2849.0,10254.0,2154.0,38378.0,9480.0,32298.0,46198.0,2031.0,35551.0,6395.0,16738.0,30570.0,2513.0,9996.0,1055.0,13227.0,116975.0,3380.0,2737.0,50663.0,57943.0,4566.0,13698.0,1986.0,527.0,10500.0,415.0
"Use computers, computer-interfaced equipment, robotics or high-technology industrial applications to perform work duties.",use computers computerinterfaced equipment robotics or hightechnology industrial applications to perform work duties,Operate computers or computerized equipment.,Operate computer systems or computerized equipment.,Working with Computers,Biological Technicians,biological technicians,19-4021.00,Biological Technicians,19-4021,19-4021.00,Biological Technicians,"Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Occupations",2026-05-31,0.0678427585770207,4.790775131207106,True,2.7947842307692308,4.34,96.9,0.4747630295008844,0.2,E1,E1,57510.0,49220.0,56470.0,53290.0,46930.0,71440.0,59400.0,62360.0,58550.0,64770.0,48700.0,52420.0,48770.0,42130.0,55790.0,58790.0,48050.0,51630.0,48910.0,47310.0,60160.0,52900.0,62070.0,51070.0,48130.0,56930.0,50640.0,49920.0,48220.0,51680.0,55540.0,66040.0,49570.0,61210.0,61720.0,55330.0,51080.0,47850.0,52190.0,54950.0,45530.0,53040.0,41300.0,50840.0,50130.0,52960.0,51190.0,53360.0,60800.0,51440.0,51750.0,46480.0,44950.0,46630.0,57510.0,69620.0,270.0,410.0,830.0,420.0,9210.0,1990.0,650.0,180.0,210.0,3170.0,860.0,830.0,450.0,790.0,1020.0,800.0,480.0,260.0,190.0,510.0,3470.0,8430.0,1160.0,1400.0,330.0,620.0,430.0,600.0,280.0,240.0,1290.0,140.0,5050.0,2460.0,250.0,2240.0,360.0,1590.0,2820.0,140.0,550.0,230.0,1240.0,2730.0,710.0,220.0,1820.0,3210.0,100.0,1800.0,190.0,90.0,670.0,14.0
"Use computers for various applications, such as database management or word processing.",use computers for various applications such as database management or word processing,Operate computers or computerized equipment.,Operate computer systems or computerized equipment.,Working with Computers,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",secretaries and administrative assistants except legal medical and executive,43-6014.00,"Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",43-6014,43-6014.00,Secretaries and Administrative Assistants,Secretaries and Administrative Assistants,Office and Administrative Support Occupations,2026-05-31,0.0339213792885103,4.7691282051282045,False,3.986672307692308,4.22,100.0,0.3485127560375085,0.1,E0,E1,47540.0,41630.0,48530.0,47940.0,37630.0,55400.0,48690.0,57210.0,47970.0,59910.0,45900.0,41600.0,50830.0,43710.0,48310.0,44270.0,45150.0,42270.0,44200.0,38790.0,49820.0,48680.0,57940.0,46020.0,51400.0,37340.0,43540.0,43940.0,46760.0,46570.0,48080.0,50260.0,46450.0,49600.0,45790.0,47480.0,46230.0,39660.0,51740.0,46270.0,52140.0,44880.0,41700.0,45810.0,45140.0,47050.0,48920.0,47620.0,57330.0,40370.0,47710.0,45450.0,36030.0,25730.0,44040.0,1706790.0,45050.0,5390.0,31220.000000000004,8590.0,158630.0,29120.0,22650.0,6320.0,11800.0,104000.0,44430.0,7020.0,7570.0,74280.0,20100.0,12830.0,32120.000000000004,18420.0,28040.0,6740.0,54890.0,37750.0,40830.0,31330.0,14720.0,33180.0,4520.0,16240.000000000002,16790.0,9050.0,65960.0,25430.0,122490.0,43690.0,5800.0,54790.0,20120.0,23150.0,65310.0,5200.0,30180.0,6120.0,34580.0,149650.0,14870.0,3360.0,31580.000000000004,31710.0,8820.0,28100.0,2250.0,1610.0,17810.0,530.0
"Use data entry devices, such as optical scanners, to input data into computers for revision or editing.",use data entry devices such as optical scanners to input data into computers for revision or editing,Enter information into databases or software programs.,Process digital or online data.,Working with Computers,Word Processors and Typists,word processors and typists,43-9022.00,Word Processors and Typists,43-9022,43-9022.00,Data Entry and Information Processing Workers,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,5.0,True,2.481118846153846,3.63,79.4,0.3433699201586569,0.2,E2,E2,49280.0,46860.0,49280.0,42070.0,43010.0,56380.0,57550.0,49250.0,45480.0,49180.0,35770.0,31450.0,40060.0,49930.0,45490.0,39520.0,43210.0,49280.0,49280.0,49280.0,49280.0,47110.0,53740.0,47970.0,51550.0,49280.0,37440.0,49280.0,47080.0,41290.0,49280.0,49520.0,46400.0,48400.0,49280.0,49280.0,48670.0,43710.0,52420.0,41000.0,47040.0,42840.0,49280.0,49750.0,47720.0,49280.0,49280.0,46130.0,46110.0,36060.0,48540.0,49280.0,49280.0,32270.0,49280.0,35010.0,70.0,73.0,725.0,40.0,10270.0,59.99999999999999,170.0,50.0,120.0,1000.0,1094.0,270.0,59.99999999999999,490.0,120.0,360.0,322.0,160.0,433.0,143.0,210.0,350.0,520.0,210.0,260.0,260.0,114.0,80.0,170.0,153.0,3560.0000000000005,59.99999999999999,12340.0,1105.0,96.0,310.0,40.0,40.0,1170.0,120.0,30.0,102.0,90.0,290.0,388.0,68.0,290.0,140.0,80.0,180.0,62.99999999999999,14.999999999999998,1700.0,7.0
"Use nondisciplinary tools and equipment, such as a computer.",use nondisciplinary tools and equipment such as a computer,Operate computers or computerized equipment.,Operate computer systems or computerized equipment.,Working with Computers,Correctional Officers and Jailers,correctional officers and jailers,33-3012.00,Correctional Officers and Jailers,33-3012,33-3012.00,"Bailiffs, Correctional Officers, and Jailers",Law Enforcement Workers,Protective Service Occupations,2026-05-31,1.0741770108028286,4.894240961017547,False,3.233743076923077,4.25,91.47,0.2578085784287559,0.1,E1,E1,58940.0,46660.0,71360.0,54970.0,40330.0,96370.0,62140.0,64750.0,65880.0,58940.0,49710.0,47520.0,69570.0,53580.0,79190.0,48340.0,53040.0,56120.0,42310.0,39850.0,52730.0,64250.0,86310.0,64020.0,66040.0,38720.0,42620.0,49180.0,63380.0,76490.0,61360.0,94770.0,47940.0,76820.0,50550.0,52460.0,59370.0,45690.0,83690.0,63460.0,58940.0,47890.0,53040.0,50940.0,52670.0,67290.0,53810.0,50140.0,79460.0,52890.0,73470.0,54780.0,58940.0,36030.0,58940.0,380500.0,4970.0,850.0,14230.0,4460.0,37860.0,7290.0,3780.0,1730.0,1706.0,24280.0,10640.0,1310.0,2370.0,12190.0,8060.0,3440.0,3380.0,6770.0,7960.0,1090.0,6060.0,6360.0,8220.0,5350.0,4040.0,6670.0,1430.0,3250.0,3240.0,680.0,7570.0,2740.0,27770.0,11900.0,1290.0,12610.0,3730.0,3650.0,15560.0,1219.0,4870.0,1490.0,6990.0,44700.0,2050.0,450.0,11270.0,6800.0,2980.0,7360.0,920.0,162.0,3740.0,78.0
"Use nondisciplinary tools and equipment, such as a computer.",use nondisciplinary tools and equipment such as a computer,Operate computer systems.,Operate computer systems or computerized equipment.,Working with Computers,Correctional Officers and Jailers,correctional officers and jailers,33-3012.00,Correctional Officers and Jailers,33-3012,33-3012.00,"Bailiffs, Correctional Officers, and Jailers",Law Enforcement Workers,Protective Service Occupations,2026-05-31,1.0741770108028286,4.894240961017547,False,3.233743076923077,4.25,91.47,0.2578085784287559,0.1,E1,E1,58940.0,46660.0,71360.0,54970.0,40330.0,96370.0,62140.0,64750.0,65880.0,58940.0,49710.0,47520.0,69570.0,53580.0,79190.0,48340.0,53040.0,56120.0,42310.0,39850.0,52730.0,64250.0,86310.0,64020.0,66040.0,38720.0,42620.0,49180.0,63380.0,76490.0,61360.0,94770.0,47940.0,76820.0,50550.0,52460.0,59370.0,45690.0,83690.0,63460.0,58940.0,47890.0,53040.0,50940.0,52670.0,67290.0,53810.0,50140.0,79460.0,52890.0,73470.0,54780.0,58940.0,36030.0,58940.0,380500.0,4970.0,850.0,14230.0,4460.0,37860.0,7290.0,3780.0,1730.0,1706.0,24280.0,10640.0,1310.0,2370.0,12190.0,8060.0,3440.0,3380.0,6770.0,7960.0,1090.0,6060.0,6360.0,8220.0,5350.0,4040.0,6670.0,1430.0,3250.0,3240.0,680.0,7570.0,2740.0,27770.0,11900.0,1290.0,12610.0,3730.0,3650.0,15560.0,1219.0,4870.0,1490.0,6990.0,44700.0,2050.0,450.0,11270.0,6800.0,2980.0,7360.0,920.0,162.0,3740.0,78.0
"Use object-oriented programming languages, as well as client and server applications development processes and multimedia and Internet technology.",use objectoriented programming languages as well as client and server applications development processes and multimedia and internet technology,Write computer programming code.,Program computer systems or production equipment.,Working with Computers,Computer Systems Analysts,computer systems analysts,15-1121.00,Computer Systems Analysts,15-1211,15-1211.00,Computer and Information Analysts,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0339213792885103,4.736678685897435,False,2.6617576923076927,3.71,88.2,0.5815443977472761,0.3,E1,E1,105850.0,101770.0,88520.0,103530.0,81760.0,127720.0,127750.0,109600.0,110560.0,116820.0,101900.0,106240.0,88640.0,75310.0,101570.0,98810.0,95920.0,100770.0,95090.0,95660.0,95820.0,113610.0,128240.0,103410.0,106350.0,86280.0,92060.0,91310.0,91810.0,104060.0,107670.0,122890.0,98220.0,109610.0,106850.0,105470.0,102320.0,95930.0,121620.0,98550.0,134630.0,98280.0,99790.0,95630.0,107390.0,98770.0,99610.0,120840.0,129410.0,105850.0,100440.0,109780.0,59900.0,63730.0,59430.0,421026.0,10632.0,681.0,18364.0,6645.0,95724.0,10098.0,7780.0,3468.0,4020.0,57165.0,18866.0,2707.0,2674.0,33405.0,15657.0,7715.0,6062.0,9611.0,4830.0,4020.0,24863.0,35917.0,22805.0,18364.0,1990.0,12529.0,1378.0,3955.0,4117.0,3387.0,26776.0,3712.0,39061.0,33891.0,454.0,31103.0,3710.0,9141.0,31524.0,1850.0,7699.999999999999,1799.0,16565.0,77782.0,4781.0,956.0,37586.0,39094.0,1669.0,13517.0,502.0,59.99999999999999,2075.0,65.0
"Use sales forecasting or strategic planning to ensure the sale and profitability of products, lines, or services, analyzing business developments and monitoring market trends.",use sales forecasting or strategic planning to ensure the sale and profitability of products lines or services analyzing business developments and monitoring market trends,Monitor external affairs or events affecting business operations.,"Monitor external affairs, trends, or events.","Monitoring Processes, Materials, or Surroundings",Marketing Managers,marketing managers,11-2021.00,Marketing Managers,11-2021,11-2021.00,Marketing and Sales Managers,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",Management Occupations,2026-05-31,0.0113071264295034,4.956482320942883,False,0.4298973076923076,3.56,87.23,0.3110654610220911,1.1,E2,E2,166790.0,120160.0,116270.0,132220.0,136520.0,193620.0,182730.0,169240.0,166790.0,177170.0,142620.0,160760.0,117770.0,142090.0,162860.0,136260.0,131120.0,154510.0,128930.0,120650.0,135380.0,154160.0,212020.0,138510.0,173300.0,100940.0,130550.0,165580.0,110570.0,107550.0,143280.0,180040.0,122980.0,181200.0,165480.0,125580.0,132330.0,126920.0,161560.0,150810.0,166790.0,143290.0,167750.0,131990.0,147880.0,139830.0,166790.0,187820.0,172270.0,98750.0,133600.0,161580.0,79890.0,166790.0,97760.0,395240.0,1540.0,240.0,4870.0,1860.0,54660.0,6010.0,5800.0,1060.0,3470.0,24820.0,8510.0,570.0,1320.0,21140.0,3350.0,2210.0,1570.0,1930.0,940.0,1320.0,6510.0,14270.0,6620.0,8500.0,770.0,6550.0,1292.0,1910.0,3430.0,1460.0,13510.0,800.0,54000.0,10790.0,180.0,10620.0,1420.0,4960.0,13840.0,1266.0,3760.0,220.0,7730.0,44680.0,6100.0,767.0,6890.0,8880.0,300.0,4890.0,100.0,120.0,2370.0,60.0
"Use sales forecasting or strategic planning to ensure the sale and profitability of products, lines, or services, analyzing business developments and monitoring market trends.",use sales forecasting or strategic planning to ensure the sale and profitability of products lines or services analyzing business developments and monitoring market trends,Analyze market research data.,Analyze market or industry conditions.,Analyzing Data or Information,Marketing Managers,marketing managers,11-2021.00,Marketing Managers,11-2021,11-2021.00,Marketing and Sales Managers,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",Management Occupations,2026-05-31,0.0113071264295034,4.956482320942883,False,0.4298973076923076,3.56,87.23,0.3110654610220911,1.1,E2,E2,166790.0,120160.0,116270.0,132220.0,136520.0,193620.0,182730.0,169240.0,166790.0,177170.0,142620.0,160760.0,117770.0,142090.0,162860.0,136260.0,131120.0,154510.0,128930.0,120650.0,135380.0,154160.0,212020.0,138510.0,173300.0,100940.0,130550.0,165580.0,110570.0,107550.0,143280.0,180040.0,122980.0,181200.0,165480.0,125580.0,132330.0,126920.0,161560.0,150810.0,166790.0,143290.0,167750.0,131990.0,147880.0,139830.0,166790.0,187820.0,172270.0,98750.0,133600.0,161580.0,79890.0,166790.0,97760.0,395240.0,1540.0,240.0,4870.0,1860.0,54660.0,6010.0,5800.0,1060.0,3470.0,24820.0,8510.0,570.0,1320.0,21140.0,3350.0,2210.0,1570.0,1930.0,940.0,1320.0,6510.0,14270.0,6620.0,8500.0,770.0,6550.0,1292.0,1910.0,3430.0,1460.0,13510.0,800.0,54000.0,10790.0,180.0,10620.0,1420.0,4960.0,13840.0,1266.0,3760.0,220.0,7730.0,44680.0,6100.0,767.0,6890.0,8880.0,300.0,4890.0,100.0,120.0,2370.0,60.0
"Use sales forecasting or strategic planning to ensure the sale and profitability of products, lines, or services, analyzing business developments and monitoring market trends.",use sales forecasting or strategic planning to ensure the sale and profitability of products lines or services analyzing business developments and monitoring market trends,Analyze forecasting data to improve business decisions.,Analyze data to improve operations.,Analyzing Data or Information,Marketing Managers,marketing managers,11-2021.00,Marketing Managers,11-2021,11-2021.00,Marketing and Sales Managers,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",Management Occupations,2026-05-31,0.0113071264295034,4.956482320942883,False,0.4298973076923076,3.56,87.23,0.3110654610220911,1.1,E2,E2,166790.0,120160.0,116270.0,132220.0,136520.0,193620.0,182730.0,169240.0,166790.0,177170.0,142620.0,160760.0,117770.0,142090.0,162860.0,136260.0,131120.0,154510.0,128930.0,120650.0,135380.0,154160.0,212020.0,138510.0,173300.0,100940.0,130550.0,165580.0,110570.0,107550.0,143280.0,180040.0,122980.0,181200.0,165480.0,125580.0,132330.0,126920.0,161560.0,150810.0,166790.0,143290.0,167750.0,131990.0,147880.0,139830.0,166790.0,187820.0,172270.0,98750.0,133600.0,161580.0,79890.0,166790.0,97760.0,395240.0,1540.0,240.0,4870.0,1860.0,54660.0,6010.0,5800.0,1060.0,3470.0,24820.0,8510.0,570.0,1320.0,21140.0,3350.0,2210.0,1570.0,1930.0,940.0,1320.0,6510.0,14270.0,6620.0,8500.0,770.0,6550.0,1292.0,1910.0,3430.0,1460.0,13510.0,800.0,54000.0,10790.0,180.0,10620.0,1420.0,4960.0,13840.0,1266.0,3760.0,220.0,7730.0,44680.0,6100.0,767.0,6890.0,8880.0,300.0,4890.0,100.0,120.0,2370.0,60.0
Use telephone to deliver verbal messages.,use telephone to deliver verbal messages,Provide notifications to customers or patrons.,"Provide information to guests, clients, or customers.",Communicating with People Outside the Organization,Couriers and Messengers,couriers and messengers,43-5021.00,Couriers and Messengers,43-5021,43-5021.00,Couriers and Messengers,"Material Recording, Scheduling, Dispatching, and Distributing Workers",Office and Administrative Support Occupations,2026-05-31,0.0226142528590069,4.9618222274271,False,1.4851753846153848,4.02,62.41,0.0853076373470503,0.1,E2,E1,39200.0,34820.0,41720.0,38980.0,37070.0,44970.0,45140.0,39480.0,38760.0,45210.0,37740.0,39400.0,38580.0,36110.0,39100.0,37270.0,38460.0,38370.0,35880.0,33490.0,41710.0,39140.0,42380.0,37940.0,44860.0,35780.0,41410.0,40080.0,34600.0,46520.0,40630.0,40870.0,38570.0,38740.0,39100.0,38090.0,38320.0,38910.0,45170.0,39700.0,36810.0,36710.0,31650.0,40270.0,39260.0,42840.0,45600.0,37820.0,46500.0,34890.0,36910.0,31680.0,26400.0,23160.0,21840.0,68640.0,720.0,160.0,820.0,300.0,7240.0,640.0,650.0,170.0,120.0,4910.0,2100.0,270.0,410.0,1340.0,990.0,580.0,580.0,750.0,1030.0,40.0,770.0,1560.0,1500.0,440.0,590.0,1060.0,60.0,470.0,530.0,190.0,2100.0,400.0,7320.0,3350.0,40.0,1710.0,1220.0,850.0,3330.0,160.0,1380.0,80.0,1438.0,4710.0,850.0,50.0,2010.0,1190.0,240.0,2560.0,70.0,90.0,2910.0,30.0
"Use the computer in the analysis and solution of business problems, such as development of integrated production and inventory control and cost analysis systems.",use the computer in the analysis and solution of business problems such as development of integrated production and inventory control and cost analysis systems,Apply information technology to solve business or other applied problems.,Design computer or information systems or applications.,Thinking Creatively,Computer Systems Analysts,computer systems analysts,15-1121.00,Computer Systems Analysts,15-1211,15-1211.00,Computer and Information Analysts,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.536135315222963,False,1.3498907692307691,3.97,90.87,0.7818100736125109,0.7999999999999999,E2,E1,105850.0,101770.0,88520.0,103530.0,81760.0,127720.0,127750.0,109600.0,110560.0,116820.0,101900.0,106240.0,88640.0,75310.0,101570.0,98810.0,95920.0,100770.0,95090.0,95660.0,95820.0,113610.0,128240.0,103410.0,106350.0,86280.0,92060.0,91310.0,91810.0,104060.0,107670.0,122890.0,98220.0,109610.0,106850.0,105470.0,102320.0,95930.0,121620.0,98550.0,134630.0,98280.0,99790.0,95630.0,107390.0,98770.0,99610.0,120840.0,129410.0,105850.0,100440.0,109780.0,59900.0,63730.0,59430.0,421026.0,10632.0,681.0,18364.0,6645.0,95724.0,10098.0,7780.0,3468.0,4020.0,57165.0,18866.0,2707.0,2674.0,33405.0,15657.0,7715.0,6062.0,9611.0,4830.0,4020.0,24863.0,35917.0,22805.0,18364.0,1990.0,12529.0,1378.0,3955.0,4117.0,3387.0,26776.0,3712.0,39061.0,33891.0,454.0,31103.0,3710.0,9141.0,31524.0,1850.0,7699.999999999999,1799.0,16565.0,77782.0,4781.0,956.0,37586.0,39094.0,1669.0,13517.0,502.0,59.99999999999999,2075.0,65.0
Vary language and tone of messages based on product and medium.,vary language and tone of messages based on product and medium,Write advertising or promotional material.,Write material for artistic or commercial purposes.,Documenting/Recording Information,Writers and Authors,writers and authors,27-3043.00,Writers and Authors,27-3043,27-3043.00,Writers and Editors,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.1130712642950345,4.915913200723328,False,1.943832307692308,4.43,92.16,0.0935576459529207,0.1,E1,E1,76910.0,66950.0,76910.0,55990.0,47970.0,86480.0,76830.0,98460.0,76910.0,129300.0,68080.0,74710.0,76910.0,56360.0,68220.0,75820.0,61010.0,65840.0,48780.0,89520.0,76910.0,104330.0,85260.0,76910.0,72810.0,54180.0,58140.0,76910.0,65470.0,63910.0,71830.0,81590.0,76910.0,76910.0,63660.0,50860.0,65930.0,58770.0,80540.0,77410.0,70190.0,51920.0,56700.0,58870.0,69990.0,64530.0,94430.0,85000.0,85700.0,64410.0,64370.0,49650.0,76910.0,43440.0,76910.0,2791.0,21.0,6.0,70.0,31.0,977.0,151.0,480.0,9.0,122.0,351.0,95.0,59.99999999999999,10.0,307.0,52.0,34.0,240.0,41.0,480.0,23.0,63.0,157.0,78.0,84.0,15.0,70.0,10.0,240.0,22.0,21.0,137.0,10.0,871.0,211.0,9.0,97.0,26.0,111.0,126.0,13.0,61.0,59.99999999999999,147.0,270.0,48.0,13.0,178.0,90.0,13.0,83.0,5.0,1.0,10.0,1.0
Verify accuracy of billing data and revise any errors.,verify accuracy of billing data and revise any errors,Verify accuracy of financial or transactional data.,Evaluate the quality or accuracy of data.,Processing Information,Billing and Posting Clerks,billing and posting clerks,43-3021.00,Billing and Posting Clerks,43-3021,43-3021.00,Billing and Posting Clerks,Financial Clerks,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.904300000000001,False,3.005331153846154,4.86,89.86,0.3824205106199613,0.2,E0,E1,48500.0,39520.0,52170.0,47730.0,38780.0,56260.0,52670.0,52000.0,52110.0,64330.0,46540.0,47390.0,51240.0,46440.0,49730.0,46400.0,47110.0,46420.0,45590.0,43170.0,47840.0,52210.0,56110.0,46890.0,55810.0,41190.0,46760.0,46730.0,47410.0,47430.0,50710.0,51750.0,46120.0,53320.0,47160.0,48550.0,46390.0,45120.0,51860.0,46890.0,52910.0,45250.0,46180.0,46330.0,45910.0,46470.0,50730.0,47580.0,56090.0,39300.0,48230.0,44880.0,26900.0,28490.0,43430.0,404060.0,3780.0,370.0,8490.0,4390.0,41290.0,8170.0,4170.0,1270.0,530.0,28560.0,11450.0,1340.0,2850.0,21010.0,8060.0,3660.0,3890.0,5200.0,5970.0,1850.0,5960.0,7430.0,12550.0,6300.0,3040.0,8550.0,1890.0,3310.0,3720.0,1480.0,14910.0,2050.0,32770.0,7000.0,660.0,19480.0,4460.0,5030.0,15800.0,980.0,5550.0,770.0,7990.0,31150.0,4000.0,890.0,7500.0,11960.0,2180.0,7790.0,580.0,80.0,4800.0,30.0
Verify accuracy of materials lists.,verify accuracy of materials lists,Verify accuracy of records.,Evaluate the quality or accuracy of data.,Processing Information,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",sales representatives wholesale and manufacturing technical and scientific products,41-4011.00,"Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",41-4011,41-4011.00,"Sales Representatives, Wholesale and Manufacturing","Sales Representatives, Wholesale and Manufacturing",Sales and Related Occupations,2026-05-31,0.0030529241359659,5.0,False,0.979726153846154,3.62,54.81,0.0508868724707532,0.1,E2,E1,104920.0,87140.0,77080.0,100620.0,71830.0,124220.0,135000.0,98000.0,107830.0,92940.0,107700.0,128850.0,126110.0,101390.0,107570.0,102910.0,103380.0,130850.0,97640.0,124200.0,101850.0,95040.0,118980.0,125650.0,103000.0,74990.0,94840.0,83610.0,84400.0,98500.0,97960.0,131360.0,87310.0,129410.0,125370.0,102720.0,108370.0,72480.0,113830.0,103790.0,117670.0,111190.0,104920.0,94450.0,99080.0,104920.0,95900.0,128270.0,127390.0,97230.0,78480.0,100850.0,104920.0,62160.0,104920.0,228895.0,4469.0,707.0,14242.0,2443.0,44348.0,6671.0,4790.0,1543.0,964.0,31891.0,9162.0,868.0,3022.0,11814.0,7024.0,4147.0,3922.0,6703.0,3761.0,937.0,10175.0,18726.0,14692.0,7973.0,1302.0,8134.0,1109.0,2733.0,3022.0,4276.0,9002.0,1575.0,16878.0,19273.0,820.0,15865.0,6381.0,4887.0,11557.0,852.0,6044.0,2781.0,13325.0,71369.0,6317.0,659.0,9741.0,16010.0,1222.0,5449.0,450.0,98.0,1736.0,47.0
"Verify accuracy of reports, such as authorization forms, transaction reconciliations, or exchange summary reports.",verify accuracy of reports such as authorization forms transaction reconciliations or exchange summary reports,Verify accuracy of financial or transactional data.,Evaluate the quality or accuracy of data.,Processing Information,Gaming Cage Workers,gaming cage workers,43-3041.00,Gambling Cage Workers,43-3041,43-3041.00,Gambling Cage Workers,Financial Clerks,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.882341110217217,False,3.3052984615384617,4.64,90.25,0.2515231119677589,0.1,E0,E1,37580.0,37580.0,37580.0,40780.0,37580.0,37650.0,34850.0,37580.0,36500.0,37580.0,42900.0,37580.0,37580.0,37580.0,39900.0,37650.0,37230.0,36360.0,34860.0,33220.0,37580.0,47930.0,37580.0,38710.0,36810.0,30890.0,36560.0,37580.0,31640.0,38570.0,36820.0,41430.0,31520.0,48340.0,37580.0,36430.0,37580.0,30590.0,38040.0,38980.0,37580.0,37580.0,33300.0,37580.0,27480.0,37580.0,37580.0,37580.0,41720.0,30490.0,36430.0,37580.0,37580.0,22550.0,37580.0,14430.0,195.0,30.0,930.0,120.0,2020.0,130.0,156.0,50.0,65.0,540.0,451.0,58.0,79.0,500.0,280.0,210.0,150.0,110.0,120.0,59.0,280.0,335.0,250.0,420.0,450.0,220.0,47.0,90.0,2050.0,40.0,360.0,370.0,290.0,456.0,90.0,380.0,1540.0,220.0,310.0,46.0,212.0,160.0,302.0,130.0,160.0,28.0,379.0,620.0,80.0,350.0,26.0,6.0,240.0,3.0
Verify accuracy of transcripts by checking copies against original records of proceedings and accuracy of rulings by checking with judges.,verify accuracy of transcripts by checking copies against original records of proceedings and accuracy of rulings by checking with judges,Verify accuracy of records.,Evaluate the quality or accuracy of data.,Processing Information,Court Reporters,court reporters,23-2091.00,Court Reporters and Simultaneous Captioners,27-3092,27-3092.00,Miscellaneous Media and Communication Workers,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0113071264295034,4.538151396028627,False,1.3311288461538462,4.53,87.63,0.5026077487689552,0.5,E2,E1,72420.0,67340.0,72420.0,77770.0,59180.0,116020.0,83010.0,59390.0,44760.0,72420.0,49240.0,72420.0,72420.0,69330.0,75890.0,54740.0,93810.0,72420.0,50350.0,63380.0,49110.0,59300.0,79940.0,61600.0,83680.0,67300.0,72500.0,62730.0,76480.0,62030.0,72420.0,72420.0,72420.0,101990.0,73510.0,70540.0,67330.0,60800.0,72420.0,65100.0,92250.0,61100.0,75210.0,72420.0,110080.0,72420.0,72420.0,55210.0,107670.0,56790.0,65640.0,72420.0,72420.0,38300.0,72420.0,12870.0,350.0,27.0,70.0,130.0,1400.0,260.0,210.0,40.0,58.0,1110.0,410.0,52.0,40.0,770.0,890.0,160.0,180.0,80.0,270.0,30.0,227.0,50.0,260.0,320.0,40.0,270.0,50.0,60.0,70.0,56.0,200.0,72.0,1400.0,110.0,60.0,340.0,180.0,162.0,670.0,60.0,140.0,40.0,270.0,1270.0,143.0,25.0,320.0,80.0,90.0,60.0,23.0,5.0,110.0,3.0
Verify accuracy of transcripts by checking copies against original records of proceedings and accuracy of rulings by checking with judges.,verify accuracy of transcripts by checking copies against original records of proceedings and accuracy of rulings by checking with judges,Review documents or materials for compliance with policies or regulations.,Examine materials or documentation for accuracy or compliance.,Evaluating Information to Determine Compliance with Standards,Court Reporters,court reporters,23-2091.00,Court Reporters and Simultaneous Captioners,27-3092,27-3092.00,Miscellaneous Media and Communication Workers,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0113071264295034,4.538151396028627,False,1.3311288461538462,4.53,87.63,0.5026077487689552,0.5,E2,E1,72420.0,67340.0,72420.0,77770.0,59180.0,116020.0,83010.0,59390.0,44760.0,72420.0,49240.0,72420.0,72420.0,69330.0,75890.0,54740.0,93810.0,72420.0,50350.0,63380.0,49110.0,59300.0,79940.0,61600.0,83680.0,67300.0,72500.0,62730.0,76480.0,62030.0,72420.0,72420.0,72420.0,101990.0,73510.0,70540.0,67330.0,60800.0,72420.0,65100.0,92250.0,61100.0,75210.0,72420.0,110080.0,72420.0,72420.0,55210.0,107670.0,56790.0,65640.0,72420.0,72420.0,38300.0,72420.0,12870.0,350.0,27.0,70.0,130.0,1400.0,260.0,210.0,40.0,58.0,1110.0,410.0,52.0,40.0,770.0,890.0,160.0,180.0,80.0,270.0,30.0,227.0,50.0,260.0,320.0,40.0,270.0,50.0,60.0,70.0,56.0,200.0,72.0,1400.0,110.0,60.0,340.0,180.0,162.0,670.0,60.0,140.0,40.0,270.0,1270.0,143.0,25.0,320.0,80.0,90.0,60.0,23.0,5.0,110.0,3.0
"Verify adherence of documentation to customs, insurance, or regulatory requirements.",verify adherence of documentation to customs insurance or regulatory requirements,Examine documents to verify adherence to requirements.,Examine materials or documentation for accuracy or compliance.,Evaluating Information to Determine Compliance with Standards,Freight Forwarders,freight forwarders,43-5011.01,Freight Forwarders,43-5011,43-5011.01,Cargo and Freight Agents,"Material Recording, Scheduling, Dispatching, and Distributing Workers",Office and Administrative Support Occupations,2026-05-31,0.0226142528590069,4.830963348688163,False,2.3598384615384616,4.05,94.77,0.1958036251474674,0.1,E2,E2,52260.0,54890.0,52070.0,49880.0,50500.0,57690.0,51390.0,52260.0,52260.0,76250.0,48520.0,51380.0,42400.0,45710.0,59750.0,50020.0,48370.0,42500.0,46230.0,48940.0,50340.0,48730.0,58680.0,47940.0,58650.0,49920.0,50840.0,59240.0,62500.0,47000.0,67660.0,60210.0,48910.0,60040.0,48000.0,54230.0,49530.0,49940.0,49420.0,49590.0,60310.0,57000.0,64340.0,51800.0,48470.0,52770.0,47560.0,49680.0,60760.0,49100.0,57290.0,52260.0,38360.0,28600.0,29400.0,67389.0,1408.0,800.0,2539.0,562.0,23542.0,1173.0,773.0,208.0,83.0,11191.0,5009.0,2429.0,414.0,8431.0,1656.0,911.0,1228.0,3546.0,1159.0,262.0,1021.0,1132.0,2967.0,1904.0,359.0,1946.0,511.0,538.0,676.0,110.0,5906.0,152.0,7948.0,3477.0,524.0,3919.0,414.0,1780.0,3878.0,193.0,2125.0,276.0,4678.0,10501.0,814.0,110.0,1766.0,3326.0,179.0,1766.0,221.0,83.0,414.0,14.0
Verify and analyze data used in settling claims to ensure that claims are valid and that settlements are made according to company practices and procedures.,verify and analyze data used in settling claims to ensure that claims are valid and that settlements are made according to company practices and procedures,Verify accuracy of records.,Evaluate the quality or accuracy of data.,Processing Information,"Claims Adjusters, Examiners, and Investigators",claims adjusters examiners and investigators,13-1031.00,"Claims Adjusters, Examiners, and Investigators",13-1031,13-1031.00,"Claims Adjusters, Appraisers, Examiners, and Investigators",Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.95378277906159,False,3.157353846153846,4.68,97.3,0.2384263559818121,0.1,E2,E2,78000.0,79710.0,87670.0,65110.0,73920.0,91790.0,77620.0,88330.0,72370.0,101150.0,76920.0,73320.0,79080.0,77340.0,77010.0,73560.0,72640.0,77290.0,73840.0,65220.0,78590.0,95560.0,83740.0,78850.0,78350.0,77100.0,75840.0,63860.0,75830.0,62730.0,83890.0,95690.0,67930.0,87130.0,75310.0,65460.0,67990.0,71260.0,81640.0,77290.0,86520.0,75370.0,78900.0,78010.0,78800.0,69000.0,83970.0,74240.0,80700.0,67290.0,78160.0,76400.0,50560.0,45970.0,60050.0,324230.0,4040.0,220.0,13830.0,2660.0,24290.0,5680.0,3190.0,1004.0,360.0,28100.0,10127.0,900.0,1320.0,14210.0,4340.0,3930.0,4570.0,3670.0,3340.0,1650.0,5723.0,5070.0,6640.0,5530.0,2409.0,6200.0,1230.0,3160.0,3214.0,880.0,9650.0,1280.0,17330.0,9880.0,750.0,13650.0,4140.0,2950.0,13270.0,1150.0,4130.0,1030.0,6390.0,29220.0,2440.0,280.0,7860.0,6180.0,1340.0,8760.0,180.0,80.0,2730.0,30.0
"Verify facts, dates, and statistics, using standard reference sources.",verify facts dates and statistics using standard reference sources,Verify accuracy of data.,Evaluate the quality or accuracy of data.,Processing Information,Editors,editors,27-3041.00,Editors,27-3041,27-3041.00,Writers and Editors,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.6105848271931867,4.629532898041186,False,2.5604615384615386,4.48,100.0,0.2117089741761062,0.1,E2,E2,77920.0,63330.0,63630.0,63090.0,50180.0,98030.0,77870.0,85950.0,75020.0,83920.0,73950.0,76650.0,55070.0,77920.0,76060.0,56440.0,57200.0,61920.0,59430.0,58860.0,50180.0,75550.0,83170.0,63090.0,62650.0,54380.0,61620.0,61750.0,46320.0,72510.0,66510.0,81680.0,64250.0,101480.0,73740.0,60520.0,72160.0,50780.0,71540.0,63460.0,77960.0,62000.0,56730.0,59550.0,45950.0,65040.0,66860.0,80590.0,77850.0,56630.0,64270.0,46710.0,77920.0,39640.0,77920.0,91690.0,530.0,60.0,820.0,260.0,14830.0,1830.0,1050.0,170.0,3310.0,3790.0,1920.0,100.0,230.0,4560.0,830.0,900.0,500.0,490.0,330.0,300.0,1850.0,3100.0,1690.0,1970.0,290.0,880.0,200.0,360.0,909.0,250.0,2120.0,230.0,16800.0,1870.0,200.0,1800.0,500.0,1110.0,3240.0,340.0,500.0,140.0,1390.0,6460.0,590.0,240.0,2720.0,1860.0,260.0,1510.0,110.0,39.0,300.0,19.0
Verify integrity and accuracy of data contained in remote sensing image analysis systems.,verify integrity and accuracy of data contained in remote sensing image analysis systems,Evaluate data quality.,Evaluate the quality or accuracy of data.,Processing Information,Remote Sensing Technicians,remote sensing technicians,19-4099.03,Remote Sensing Technicians,19-4099,19-4099.03,"Miscellaneous Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Occupations",2026-05-31,0.0113071264295034,4.946276435802345,False,2.090811153846154,4.2,88.05,0.3293130636594664,0.247918233458347,E2,E2,62280.0,59500.0,70700.0,58240.0,59310.0,78350.0,63760.0,66710.0,62280.0,79230.0,63180.0,69320.0,50880.0,50600.0,59410.0,48650.0,50480.0,65270.0,68230.0,53360.0,66730.0,68390.0,63820.0,59100.0,49410.0,59490.0,50410.0,52260.0,48640.0,54070.0,64250.0,55980.0,56420.0,63810.0,49200.0,69350.0,49210.0,86260.0,60810.0,57680.0,69630.0,58960.0,51630.0,62050.0,48960.0,59290.0,63460.0,67240.0,73530.0,59750.0,47210.0,64510.0,62280.0,35060.0,62280.0,52319.0,496.0,241.0,595.0,496.0,14285.0,2633.0,453.0,127.0,212.0,2591.0,3157.0,1487.0,779.0,1062.0,1062.0,595.0,1246.0,453.0,2279.0,552.0,4969.0,1614.0,1472.0,1911.0,467.0,2973.0,184.0,425.0,496.0,510.0,3030.0,255.0,10462.0,3270.0,255.0,1444.0,651.0,2393.0,3723.0,297.0,1826.0,85.0,3044.0,12982.0,580.0,227.0,3837.0,1387.0,326.0,1515.0,311.0,23.0,1005.0,11.0
Verify integrity and accuracy of data contained in remote sensing image analysis systems.,verify integrity and accuracy of data contained in remote sensing image analysis systems,Verify accuracy of data.,Evaluate the quality or accuracy of data.,Processing Information,Remote Sensing Technicians,remote sensing technicians,19-4099.03,Remote Sensing Technicians,19-4099,19-4099.03,"Miscellaneous Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Occupations",2026-05-31,0.0113071264295034,4.946276435802345,False,2.090811153846154,4.2,88.05,0.3293130636594664,0.247918233458347,E2,E2,62280.0,59500.0,70700.0,58240.0,59310.0,78350.0,63760.0,66710.0,62280.0,79230.0,63180.0,69320.0,50880.0,50600.0,59410.0,48650.0,50480.0,65270.0,68230.0,53360.0,66730.0,68390.0,63820.0,59100.0,49410.0,59490.0,50410.0,52260.0,48640.0,54070.0,64250.0,55980.0,56420.0,63810.0,49200.0,69350.0,49210.0,86260.0,60810.0,57680.0,69630.0,58960.0,51630.0,62050.0,48960.0,59290.0,63460.0,67240.0,73530.0,59750.0,47210.0,64510.0,62280.0,35060.0,62280.0,52319.0,496.0,241.0,595.0,496.0,14285.0,2633.0,453.0,127.0,212.0,2591.0,3157.0,1487.0,779.0,1062.0,1062.0,595.0,1246.0,453.0,2279.0,552.0,4969.0,1614.0,1472.0,1911.0,467.0,2973.0,184.0,425.0,496.0,510.0,3030.0,255.0,10462.0,3270.0,255.0,1444.0,651.0,2393.0,3723.0,297.0,1826.0,85.0,3044.0,12982.0,580.0,227.0,3837.0,1387.0,326.0,1515.0,311.0,23.0,1005.0,11.0
Verify key numbers and time codes on materials.,verify key numbers and time codes on materials,Verify accuracy of data.,Evaluate the quality or accuracy of data.,Processing Information,Film and Video Editors,film and video editors,27-4032.00,Film and Video Editors,27-4032,27-4032.00,"Television, Video, and Film Camera Operators and Editors",Media and Communication Equipment Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0791498850065242,4.917736757624398,False,3.895686153846154,4.16,87.56,0.291236999876555,0.1,E2,E2,75420.0,74410.0,38800.0,45840.0,48480.0,88490.0,84620.0,83550.0,75420.0,98830.0,60430.0,51280.0,75420.0,54080.0,72460.0,46780.0,75420.0,50900.0,62330.0,66870.0,75420.0,78380.0,92130.0,59100.0,53150.0,50410.0,57950.0,42520.0,55810.0,65720.0,61250.0,82890.0,49400.0,103440.0,60020.0,75420.0,56410.0,55210.0,72300.0,75420.0,75420.0,75420.0,39090.0,57880.0,61220.0,76240.0,63080.0,78740.0,66870.0,48440.0,53430.0,75420.0,75420.0,44490.0,75420.0,25610.0,120.0,30.0,350.0,80.0,8110.0,380.0,600.0,79.0,370.0,1490.0,800.0,103.0,100.0,310.0,450.0,255.0,70.0,60.0,80.0,105.0,250.0,550.0,360.0,200.0,50.0,380.0,110.0,120.0,320.0,100.0,620.0,160.0,3710.0,400.0,70.0,340.0,100.0,360.0,850.0,82.0,160.0,30.0,560.0,1040.0,370.0,100.0,672.0,450.0,30.0,240.0,46.0,11.0,110.0,5.0
"Verify readings in cases where consumption appears to be abnormal, and record possible reasons for fluctuations.",verify readings in cases where consumption appears to be abnormal and record possible reasons for fluctuations,Verify accuracy of data.,Evaluate the quality or accuracy of data.,Processing Information,"Meter Readers, Utilities",meter readers utilities,43-5041.00,"Meter Readers, Utilities",43-5041,43-5041.00,"Meter Readers, Utilities","Material Recording, Scheduling, Dispatching, and Distributing Workers",Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.9388,False,1.262616923076923,4.21,88.83,0.4739876503518782,0.5,E2,E2,48150.0,45710.0,62690.0,44760.0,37340.0,79040.0,66550.0,64180.0,58240.0,48150.0,40610.0,43140.0,51910.0,48150.0,60690.0,49200.0,60940.0,49870.0,44450.0,37570.0,48150.0,48150.0,54150.0,60870.0,73930.0,37120.0,49150.0,48150.0,48150.0,76120.0,48150.0,63030.0,48530.0,56960.0,41830.0,48150.0,47780.0,39480.0,63660.0,78450.0,56830.0,47850.0,48150.0,45210.0,43030.0,48150.0,48150.0,44020.0,65900.0,59430.0,48150.0,61470.0,48150.0,30440.0,48150.0,19430.0,470.0,40.0,360.0,230.0,810.0,150.0,140.0,30.0,87.0,1233.0,670.0,50.0,70.0,570.0,330.0,120.0,80.0,690.0,500.0,80.0,320.0,300.0,270.0,120.0,600.0,330.0,64.0,90.0,160.0,40.0,870.0,350.0,930.0,640.0,53.0,1070.0,390.0,120.0,860.0,40.0,410.0,57.0,860.0,1360.0,280.0,38.0,630.0,390.0,280.0,410.0,50.0,8.0,160.0,4.0
"Verify readings in cases where consumption appears to be abnormal, and record possible reasons for fluctuations.",verify readings in cases where consumption appears to be abnormal and record possible reasons for fluctuations,Record service or repair activities.,Maintain operational records.,Documenting/Recording Information,"Meter Readers, Utilities",meter readers utilities,43-5041.00,"Meter Readers, Utilities",43-5041,43-5041.00,"Meter Readers, Utilities","Material Recording, Scheduling, Dispatching, and Distributing Workers",Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.9388,False,1.262616923076923,4.21,88.83,0.4739876503518782,0.5,E2,E2,48150.0,45710.0,62690.0,44760.0,37340.0,79040.0,66550.0,64180.0,58240.0,48150.0,40610.0,43140.0,51910.0,48150.0,60690.0,49200.0,60940.0,49870.0,44450.0,37570.0,48150.0,48150.0,54150.0,60870.0,73930.0,37120.0,49150.0,48150.0,48150.0,76120.0,48150.0,63030.0,48530.0,56960.0,41830.0,48150.0,47780.0,39480.0,63660.0,78450.0,56830.0,47850.0,48150.0,45210.0,43030.0,48150.0,48150.0,44020.0,65900.0,59430.0,48150.0,61470.0,48150.0,30440.0,48150.0,19430.0,470.0,40.0,360.0,230.0,810.0,150.0,140.0,30.0,87.0,1233.0,670.0,50.0,70.0,570.0,330.0,120.0,80.0,690.0,500.0,80.0,320.0,300.0,270.0,120.0,600.0,330.0,64.0,90.0,160.0,40.0,870.0,350.0,930.0,640.0,53.0,1070.0,390.0,120.0,860.0,40.0,410.0,57.0,860.0,1360.0,280.0,38.0,630.0,390.0,280.0,410.0,50.0,8.0,160.0,4.0
Verify regulatory compliance of transaction reporting.,verify regulatory compliance of transaction reporting,Examine financial records to ensure compliance with policies or regulations.,"Examine financial activities, operations, or systems.",Evaluating Information to Determine Compliance with Standards,Investment Fund Managers,investment fund managers,11-9199.03,Investment Fund Managers,11-3031,11-3031.03,Financial Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0113071264295034,4.916208379162084,False,0.5234188461538462,3.7,61.18,0.0297191937793775,0.1,E2,E2,166570.0,140500.0,127030.0,139830.0,116570.0,180770.0,182690.0,174830.0,181580.0,188880.0,153280.0,166790.0,134210.0,127210.0,165880.0,135840.0,133320.0,159380.0,130650.0,126800.0,133610.0,158750.0,206760.0,139370.0,163410.0,111390.0,143460.0,131060.0,140360.0,132490.0,144730.0,199110.0,133700.0,219880.0,166780.0,135890.0,140870.0,132460.0,156460.0,145610.0,166940.0,136160.0,159700.0,141010.0,164860.0,150450.0,128690.0,185220.0,174840.0,113140.0,139720.0,124910.0,80390.0,90660.0,94990.0,527667.0,7200.000000000001,3799.0,28022.0,13391.0,175488.0,20011.0,37689.0,5285.0,16795.0,91985.0,40228.0,7128.0,5868.0,99150.0,23622.0,17171.0,9761.0,12469.0,13297.0,5868.0,37181.0,49180.0,42297.0,31370.0,6526.0,25070.0,2840.0,10588.0,15215.0,8143.0,32510.000000000004,4758.0,151979.0,42240.0,4025.0,51456.0,12544.0,14312.0,60521.0,4833.0,16964.0,1881.0,33157.0,135166.0,16663.0,3366.0,39213.0,24317.0,4909.0,29207.0,1373.0,715.0,7147.0,320.0
Verify scoring calculations before competition winners are announced.,verify scoring calculations before competition winners are announced,Verify accuracy of data.,Evaluate the quality or accuracy of data.,Processing Information,"Umpires, Referees, and Other Sports Officials",umpires referees and other sports officials,27-2023.00,"Umpires, Referees, and Other Sports Officials",27-2023,27-2023.00,"Athletes, Coaches, Umpires, and Related Workers","Entertainers and Performers, Sports and Related Workers","Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0226142528590069,4.42444958278878,False,0.9107692307692308,4.4,47.62,0.1519122397740793,0.3,E0,E1,40710.0,40710.0,40710.0,46440.0,40710.0,44530.0,44230.0,39530.0,40710.0,40710.0,37070.0,28360.0,40710.0,32250.0,49070.0,46140.0,43040.0,25780.0,40710.0,50080.0,40710.0,40710.0,48400.0,34560.0,40710.0,27060.0,33140.0,36370.0,31390.0,40710.0,40710.0,67600.0,40710.0,40710.0,26540.0,63920.0,55040.0,21900.0,38730.0,44200.0,40710.0,61290.0,35260.0,40710.0,42920.0,31430.0,46080.0,40840.0,41350.0,46490.0,57000.0,40710.0,40710.0,40710.0,40710.0,15780.0,213.0,33.0,210.0,131.0,1950.0,1120.0,200.0,49.0,71.0,280.0,280.0,63.0,170.0,690.0,170.0,190.0,145.0,290.0,310.0,180.0,279.0,250.0,340.0,320.0,60.0,1240.0,60.0,40.0,156.0,69.0,420.0,88.0,630.0,400.0,180.0,580.0,220.0,170.0,320.0,51.0,50.0,80.0,380.0,650.0,1100.0,80.0,260.0,400.0,50.0,300.0,28.0,7.0,95.0,3.0
"Verify stability, interoperability, portability, security, or scalability of system architecture.",verify stability interoperability portability security or scalability of system architecture,Test computer system operations to ensure proper functioning.,Test performance of computer or information systems.,"Inspecting Equipment, Structures, or Materials",Computer Systems Engineers/Architects,computer systems engineersarchitects,15-1199.02,Computer Systems Engineers/Architects,15-1299,15-1299.08,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.649873501264987,False,0.7951465384615384,3.95,100.0,0.3607834902337882,0.6,E2,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,193835.0,7026.0,1897.0,5510.0,2992.0,214105.0,31521.0,8281.0,860.0,45947.0,13710.0,55109.0,5556.0,2778.0,29812.0,8922.0,10285.0,3580.0,1850.0,13410.0,900.0,50915.0,16482.0,19875.0,11166.0,3873.0,14340.0,1443.0,6091.0,6972.0,2591.0,32082.0,4408.0,11460.0,40310.0,1950.0,6150.0,8869.0,6545.0,14580.0,2217.0,11487.0,240.0,29197.0,152318.0,17844.0,3526.0,45412.0,38360.0,9029.0,12502.0,454.0,748.0,2351.0,107.0
"Verify that all firm and regulatory policies and procedures have been documented, implemented, and communicated.",verify that all firm and regulatory policies and procedures have been documented implemented and communicated,Verify accuracy of records.,Evaluate the quality or accuracy of data.,Processing Information,Compliance Officers,compliance officers,13-1041.00,Compliance Officers,13-1041,13-1041.00,Compliance Officers,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.7999200079992,False,1.903519333333333,4.269333333333333,69.31133333333334,0.4375,0.4921035306318326,E1,E2,80730.0,72990.0,76430.0,74920.0,64680.0,96980.0,82450.0,91810.0,91050.0,111030.0,74920.0,70200.0,82590.0,75450.0,80550.0,78770.0,75620.0,69740.0,69240.0,70290.0,83740.0,84720.0,102060.0,77390.0,85920.0,67450.0,67270.0,66660.0,73920.0,78290.0,82800.0,100000.0,67990.0,90080.0,78500.0,79440.0,75030.0,63000.0,82990.0,85580.0,87620.0,75460.0,72630.0,63960.0,75370.0,67370.0,90420.0,80380.0,88790.0,64270.0,78800.0,79890.0,71930.0,48950.0,67990.0,20601.0,1117.0,920.0,3684.0,925.0,14782.0,2294.0,3610.0,637.0,1298.0,8796.0,4265.0,376.0,492.0,3156.0,1517.0,1085.0,1055.0,1292.0,1177.0,530.0,2993.0,3909.0,2881.0,1820.0,510.0,2075.0,439.0,1028.0,1304.0,513.0,3945.0,711.0,6964.0,3355.0,990.0,3331.0,1254.0,1588.0,5871.0,970.0,1411.0,335.0,7989.999999999999,12714.0,1114.0,581.0,4502.0,3298.0,510.0,1692.0,172.0,77.0,1621.0,230.0
"Verify that all firm and regulatory policies and procedures have been documented, implemented, and communicated.",verify that all firm and regulatory policies and procedures have been documented implemented and communicated,Implement organizational process or policy changes.,Implement procedures or processes.,Making Decisions and Solving Problems,Compliance Officers,compliance officers,13-1041.00,Compliance Officers,13-1041,13-1041.00,Compliance Officers,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.7999200079992,False,1.903519333333333,4.269333333333333,69.31133333333334,0.4375,0.4921035306318326,E1,E2,80730.0,72990.0,76430.0,74920.0,64680.0,96980.0,82450.0,91810.0,91050.0,111030.0,74920.0,70200.0,82590.0,75450.0,80550.0,78770.0,75620.0,69740.0,69240.0,70290.0,83740.0,84720.0,102060.0,77390.0,85920.0,67450.0,67270.0,66660.0,73920.0,78290.0,82800.0,100000.0,67990.0,90080.0,78500.0,79440.0,75030.0,63000.0,82990.0,85580.0,87620.0,75460.0,72630.0,63960.0,75370.0,67370.0,90420.0,80380.0,88790.0,64270.0,78800.0,79890.0,71930.0,48950.0,67990.0,20601.0,1117.0,920.0,3684.0,925.0,14782.0,2294.0,3610.0,637.0,1298.0,8796.0,4265.0,376.0,492.0,3156.0,1517.0,1085.0,1055.0,1292.0,1177.0,530.0,2993.0,3909.0,2881.0,1820.0,510.0,2075.0,439.0,1028.0,1304.0,513.0,3945.0,711.0,6964.0,3355.0,990.0,3331.0,1254.0,1588.0,5871.0,970.0,1411.0,335.0,7989.999999999999,12714.0,1114.0,581.0,4502.0,3298.0,510.0,1692.0,172.0,77.0,1621.0,230.0
"Verify that all firm and regulatory policies and procedures have been documented, implemented, and communicated.",verify that all firm and regulatory policies and procedures have been documented implemented and communicated,Communicate organizational policies and procedures.,"Explain regulations, policies, or procedures.",Interpreting the Meaning of Information for Others,Compliance Officers,compliance officers,13-1041.00,Compliance Officers,13-1041,13-1041.00,Compliance Officers,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.7999200079992,False,1.903519333333333,4.269333333333333,69.31133333333334,0.4375,0.4921035306318326,E1,E2,80730.0,72990.0,76430.0,74920.0,64680.0,96980.0,82450.0,91810.0,91050.0,111030.0,74920.0,70200.0,82590.0,75450.0,80550.0,78770.0,75620.0,69740.0,69240.0,70290.0,83740.0,84720.0,102060.0,77390.0,85920.0,67450.0,67270.0,66660.0,73920.0,78290.0,82800.0,100000.0,67990.0,90080.0,78500.0,79440.0,75030.0,63000.0,82990.0,85580.0,87620.0,75460.0,72630.0,63960.0,75370.0,67370.0,90420.0,80380.0,88790.0,64270.0,78800.0,79890.0,71930.0,48950.0,67990.0,20601.0,1117.0,920.0,3684.0,925.0,14782.0,2294.0,3610.0,637.0,1298.0,8796.0,4265.0,376.0,492.0,3156.0,1517.0,1085.0,1055.0,1292.0,1177.0,530.0,2993.0,3909.0,2881.0,1820.0,510.0,2075.0,439.0,1028.0,1304.0,513.0,3945.0,711.0,6964.0,3355.0,990.0,3331.0,1254.0,1588.0,5871.0,970.0,1411.0,335.0,7989.999999999999,12714.0,1114.0,581.0,4502.0,3298.0,510.0,1692.0,172.0,77.0,1621.0,230.0
"Verify that all regulatory policies and procedures have been documented, implemented, and communicated.",verify that all regulatory policies and procedures have been documented implemented and communicated,Verify accuracy of records.,Evaluate the quality or accuracy of data.,Processing Information,Compliance Managers,compliance managers,11-9199.02,Compliance Managers,11-9199,11-9199.02,Miscellaneous Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.903075970272503,False,0.4514230769230769,4.08,76.42,0.2848306347915824,1.0,E1,E2,141900.0,135890.0,127950.0,129870.0,87520.0,174560.0,171140.0,162690.0,168060.0,175720.0,108890.0,125000.0,130000.0,131550.0,140240.0,79900.0,128080.0,131710.0,122930.0,103140.0,115920.0,159040.0,182950.0,134260.0,152600.0,101570.0,125760.0,110470.0,116430.0,112040.0,145630.0,161510.0,123550.0,167200.0,141160.0,126440.0,129940.0,131870.0,125580.0,131600.0,165900.0,129960.0,119470.0,99430.0,134390.0,134890.0,125440.0,166230.0,164160.0,124940.0,107050.0,113420.0,104010.0,82250.0,95530.0,131731.0,1668.0,1474.0,7232.0,4819.0,84333.0,11907.0,6208.0,1084.0,15727.0,32029.0,29370.0,528.0,1042.0,26829.0,5920.0,3049.0,2278.0,2024.0,11196.0,1575.0,14846.0,9002.0,7944.0,3523.0,813.0,9671.0,1355.0,2236.0,7715.0,1126.0,25635.0,3193.0,15642.0,18488.0,1728.0,6233.0,1135.0,6504.0,17082.0,669.0,1872.0,483.0,14829.0,52007.0,7783.0,898.0,18259.0,8884.0,3083.0,12060.0,720.0,152.0,4700.0,119.0
"Verify that all regulatory policies and procedures have been documented, implemented, and communicated.",verify that all regulatory policies and procedures have been documented implemented and communicated,Implement organizational process or policy changes.,Implement procedures or processes.,Making Decisions and Solving Problems,Compliance Managers,compliance managers,11-9199.02,Compliance Managers,11-9199,11-9199.02,Miscellaneous Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.903075970272503,False,0.4514230769230769,4.08,76.42,0.2848306347915824,1.0,E1,E2,141900.0,135890.0,127950.0,129870.0,87520.0,174560.0,171140.0,162690.0,168060.0,175720.0,108890.0,125000.0,130000.0,131550.0,140240.0,79900.0,128080.0,131710.0,122930.0,103140.0,115920.0,159040.0,182950.0,134260.0,152600.0,101570.0,125760.0,110470.0,116430.0,112040.0,145630.0,161510.0,123550.0,167200.0,141160.0,126440.0,129940.0,131870.0,125580.0,131600.0,165900.0,129960.0,119470.0,99430.0,134390.0,134890.0,125440.0,166230.0,164160.0,124940.0,107050.0,113420.0,104010.0,82250.0,95530.0,131731.0,1668.0,1474.0,7232.0,4819.0,84333.0,11907.0,6208.0,1084.0,15727.0,32029.0,29370.0,528.0,1042.0,26829.0,5920.0,3049.0,2278.0,2024.0,11196.0,1575.0,14846.0,9002.0,7944.0,3523.0,813.0,9671.0,1355.0,2236.0,7715.0,1126.0,25635.0,3193.0,15642.0,18488.0,1728.0,6233.0,1135.0,6504.0,17082.0,669.0,1872.0,483.0,14829.0,52007.0,7783.0,898.0,18259.0,8884.0,3083.0,12060.0,720.0,152.0,4700.0,119.0
"Verify that all regulatory policies and procedures have been documented, implemented, and communicated.",verify that all regulatory policies and procedures have been documented implemented and communicated,Communicate organizational policies and procedures.,"Explain regulations, policies, or procedures.",Interpreting the Meaning of Information for Others,Compliance Managers,compliance managers,11-9199.02,Compliance Managers,11-9199,11-9199.02,Miscellaneous Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.903075970272503,False,0.4514230769230769,4.08,76.42,0.2848306347915824,1.0,E1,E2,141900.0,135890.0,127950.0,129870.0,87520.0,174560.0,171140.0,162690.0,168060.0,175720.0,108890.0,125000.0,130000.0,131550.0,140240.0,79900.0,128080.0,131710.0,122930.0,103140.0,115920.0,159040.0,182950.0,134260.0,152600.0,101570.0,125760.0,110470.0,116430.0,112040.0,145630.0,161510.0,123550.0,167200.0,141160.0,126440.0,129940.0,131870.0,125580.0,131600.0,165900.0,129960.0,119470.0,99430.0,134390.0,134890.0,125440.0,166230.0,164160.0,124940.0,107050.0,113420.0,104010.0,82250.0,95530.0,131731.0,1668.0,1474.0,7232.0,4819.0,84333.0,11907.0,6208.0,1084.0,15727.0,32029.0,29370.0,528.0,1042.0,26829.0,5920.0,3049.0,2278.0,2024.0,11196.0,1575.0,14846.0,9002.0,7944.0,3523.0,813.0,9671.0,1355.0,2236.0,7715.0,1126.0,25635.0,3193.0,15642.0,18488.0,1728.0,6233.0,1135.0,6504.0,17082.0,669.0,1872.0,483.0,14829.0,52007.0,7783.0,898.0,18259.0,8884.0,3083.0,12060.0,720.0,152.0,4700.0,119.0
Verify that property matches legal descriptions or certifications.,verify that property matches legal descriptions or certifications,Verify information or specifications.,Evaluate the quality or accuracy of data.,Processing Information,Appraisers and Assessors of Real Estate,appraisers and assessors of real estate,13-2021.00,Appraisers of Personal and Business Property,13-2022,13-2022.00,Property Appraisers and Assessors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0339213792885103,4.884592266078943,True,1.0806026923076923,4.05,86.96,0.1513970121547085,0.2,E2,E2,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,28535.0,385.0,59.0,591.0,238.0,3320.0,524.0,309.0,88.0,128.0,1810.0,891.0,114.0,156.0,1112.0,584.0,284.0,262.0,365.0,353.0,117.0,504.0,663.0,803.0,538.0,212.0,535.0,93.0,187.0,283.0,125.0,781.0,159.0,1765.9999999999998,901.0,78.0,1012.0,311.0,358.99999999999994,1106.0,91.0,420.0,83.0,598.0,2565.0,316.0,55.0,749.0,647.0,128.0,536.0,51.0,12.0,171.0,6.0
"Verify that raw materials, purchased parts or components, in-process samples, and finished products meet established testing and inspection standards.",verify that raw materials purchased parts or components inprocess samples and finished products meet established testing and inspection standards,Evaluate quality of materials or products.,Evaluate production inputs or outputs.,"Judging the Qualities of Objects, Services, or People",Quality Control Systems Managers,quality control systems managers,11-3051.01,Quality Control Systems Managers,11-3051,11-3051.01,Industrial Production Managers,Operations Specialties Managers,Management Occupations,2026-05-31,0.0113071264295034,4.814118588141186,False,1.4624938461538464,4.22,89.94,0.106301467343252,0.1,E0,E2,126060.0,122520.0,113280.0,124810.0,118120.0,132620.0,141020.0,134780.0,153000.0,124420.0,119870.0,127820.0,124650.0,107340.0,127270.0,121500.0,106510.0,125750.0,112250.0,133210.0,124810.0,132540.0,148050.0,120660.0,123580.0,118660.0,117660.0,120690.0,107200.0,112270.0,146590.0,147260.0,124670.0,130470.0,125940.0,116050.0,109340.0,120570.0,119420.0,109140.0,124120.0,126880.0,107490.0,119430.0,130890.0,115290.0,114150.0,128230.0,145210.0,111760.0,126060.0,151490.0,100470.0,129740.0,126060.0,72122.0,3181.0,360.0,3189.0,2249.0,22080.0,1520.0,2952.0,325.0,44.0,8330.0,4841.0,114.0,1063.0,10166.0,8259.0,3181.0,2126.0,5650.0,2355.0,703.0,2179.0,3928.0,12582.0,4463.0,2012.0,3611.0,237.0,1898.0,1423.0,1353.0,5957.0,589.0,5825.0,8470.0,431.0,12556.0,1880.0,2768.0,8962.0,826.0,5615.0,633.0,5544.0,18627.0,2276.0,422.0,2258.0,4182.0,879.0,1355.0,343.0,35.0,923.0,15.0
Verify that software technology is in place to adequately provide oversight and monitoring in all required areas.,verify that software technology is in place to adequately provide oversight and monitoring in all required areas,Develop computer or information systems.,Design computer or information systems or applications.,Thinking Creatively,Compliance Managers,compliance managers,11-9199.02,Compliance Managers,11-9199,11-9199.02,Miscellaneous Managers,Other Management Occupations,Management Occupations,2026-05-31,0.0030529241359659,4.736181434599157,False,0.6385692307692308,3.43,53.14,0.1372683809899116,0.4,E2,E2,141900.0,135890.0,127950.0,129870.0,87520.0,174560.0,171140.0,162690.0,168060.0,175720.0,108890.0,125000.0,130000.0,131550.0,140240.0,79900.0,128080.0,131710.0,122930.0,103140.0,115920.0,159040.0,182950.0,134260.0,152600.0,101570.0,125760.0,110470.0,116430.0,112040.0,145630.0,161510.0,123550.0,167200.0,141160.0,126440.0,129940.0,131870.0,125580.0,131600.0,165900.0,129960.0,119470.0,99430.0,134390.0,134890.0,125440.0,166230.0,164160.0,124940.0,107050.0,113420.0,104010.0,82250.0,95530.0,131731.0,1668.0,1474.0,7232.0,4819.0,84333.0,11907.0,6208.0,1084.0,15727.0,32029.0,29370.0,528.0,1042.0,26829.0,5920.0,3049.0,2278.0,2024.0,11196.0,1575.0,14846.0,9002.0,7944.0,3523.0,813.0,9671.0,1355.0,2236.0,7715.0,1126.0,25635.0,3193.0,15642.0,18488.0,1728.0,6233.0,1135.0,6504.0,17082.0,669.0,1872.0,483.0,14829.0,52007.0,7783.0,898.0,18259.0,8884.0,3083.0,12060.0,720.0,152.0,4700.0,119.0
"Verify the accuracy and validity of data entered in databases, correcting any errors.",verify the accuracy and validity of data entered in databases correcting any errors,Verify accuracy of data.,Evaluate the quality or accuracy of data.,Processing Information,Social Science Research Assistants,social science research assistants,19-4061.00,Social Science Research Assistants,19-4061,19-4061.00,Social Science Research Assistants,"Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Occupations",2026-05-31,0.5879705743341799,4.828548157198126,False,1.2171500000000002,4.04,95.64,0.1897603884846629,0.2,E1,E1,61990.0,53080.0,62230.0,61680.0,61990.0,60250.0,50430.0,60110.0,68230.0,65330.0,50700.0,66620.0,61990.0,62570.0,64890.0,57020.0,40940.0,67740.0,66390.0,52600.0,50650.0,65550.0,63480.0,60210.0,44920.0,61990.0,65940.0,49860.0,56190.0,26560.0,65690.0,62760.0,50640.0,61210.0,63710.0,61990.0,50330.0,69090.0,56770.0,54610.0,51420.0,64490.0,44820.0,46410.0,58070.0,61990.0,47510.0,53260.0,50420.0,51140.0,48090.0,61990.0,61990.0,61990.0,61990.0,30640.0,414.0,40.0,1020.0,255.0,5300.0,100.0,50.0,40.0,1560.0,1130.0,1840.0,123.0,168.0,250.0,210.0,140.0,170.0,1190.0,340.0,120.0,700.0,712.0,750.0,300.0,228.0,750.0,30.0,230.0,304.0,70.0,370.0,50.0,3040.0,2930.0,84.0,240.0,100.0,220.0,860.0,220.0,500.0,40.0,140.0,1180.0,500.0,40.0,700.0,450.0,550.0,110.0,55.0,13.0,184.0,6.0
"Verify the accuracy and validity of data entered in databases, correcting any errors.",verify the accuracy and validity of data entered in databases correcting any errors,Check data for recording errors.,Evaluate the quality or accuracy of data.,Processing Information,Social Science Research Assistants,social science research assistants,19-4061.00,Social Science Research Assistants,19-4061,19-4061.00,Social Science Research Assistants,"Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Occupations",2026-05-31,0.5879705743341799,4.828548157198126,False,1.2171500000000002,4.04,95.64,0.1897603884846629,0.2,E1,E1,61990.0,53080.0,62230.0,61680.0,61990.0,60250.0,50430.0,60110.0,68230.0,65330.0,50700.0,66620.0,61990.0,62570.0,64890.0,57020.0,40940.0,67740.0,66390.0,52600.0,50650.0,65550.0,63480.0,60210.0,44920.0,61990.0,65940.0,49860.0,56190.0,26560.0,65690.0,62760.0,50640.0,61210.0,63710.0,61990.0,50330.0,69090.0,56770.0,54610.0,51420.0,64490.0,44820.0,46410.0,58070.0,61990.0,47510.0,53260.0,50420.0,51140.0,48090.0,61990.0,61990.0,61990.0,61990.0,30640.0,414.0,40.0,1020.0,255.0,5300.0,100.0,50.0,40.0,1560.0,1130.0,1840.0,123.0,168.0,250.0,210.0,140.0,170.0,1190.0,340.0,120.0,700.0,712.0,750.0,300.0,228.0,750.0,30.0,230.0,304.0,70.0,370.0,50.0,3040.0,2930.0,84.0,240.0,100.0,220.0,860.0,220.0,500.0,40.0,140.0,1180.0,500.0,40.0,700.0,450.0,550.0,110.0,55.0,13.0,184.0,6.0
"Verify the accuracy of survey data, including measurements and calculations conducted at survey sites.",verify the accuracy of survey data including measurements and calculations conducted at survey sites,Verify mathematical calculations.,Evaluate the quality or accuracy of data.,Processing Information,Surveyors,surveyors,17-1022.00,Surveyors,17-1022,17-1022.00,"Surveyors, Cartographers, and Photogrammetrists","Architects, Surveyors, and Cartographers",Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.383262929558169,False,1.4784615384615385,4.55,100.0,1.015135469046048,0.8537071987390309,E1,E2,75440.0,66840.0,99550.0,77490.0,51800.0,105330.0,79310.0,76730.0,82890.0,75440.0,65480.0,58100.0,82200.0,73940.0,75980.0,80510.0,77090.0,75860.0,71840.0,63140.0,83200.0,64910.0,94590.0,72080.0,83620.0,58720.0,62110.0,84610.0,68050.0,82460.0,65130.0,77160.0,74230.0,78870.0,76210.0,79360.0,70620.0,61300.0,97070.0,75950.0,62670.0,63300.0,77190.0,76340.0,61150.0,73230.0,76450.0,71070.0,85610.0,61520.0,79650.0,81250.0,61490.0,44870.0,75440.0,37025.0,1326.0,364.0,1981.0,801.0,6585.0,2360.0,626.0,175.0,166.0,5827.0,2579.0,204.0,364.0,2491.0,1267.0,656.0,510.0,976.0,2127.0,393.0,1384.0,1879.0,1530.0,1428.0,830.0,1209.0,510.0,626.0,714.0,408.0,1311.0,422.0,2141.0,2229.0,364.0,1894.0,1399.0,772.0,2345.0,219.0,1457.0,262.0,1340.0,9338.0,947.0,71.0,1981.0,1136.0,918.0,889.0,350.0,87.0,204.0,7.0
"Verify the authenticity of documents, such as foreign identification or immigration documents.",verify the authenticity of documents such as foreign identification or immigration documents,Examine documents to verify adherence to requirements.,Examine materials or documentation for accuracy or compliance.,Evaluating Information to Determine Compliance with Standards,"Court, Municipal, and License Clerks",court municipal and license clerks,43-4031.00,"Court, Municipal, and License Clerks",43-4031,43-4031.00,"Court, Municipal, and License Clerks",Information and Record Clerks,Office and Administrative Support Occupations,2026-05-31,0.0030529241359659,4.658644711842939,True,3.887304230769231,4.64,72.13,0.2334782050053275,0.1,E2,E2,48700.0,38360.0,54270.0,48700.0,36960.0,63320.0,50410.0,60480.0,44600.0,66130.0,47100.0,42960.0,51890.0,48450.0,46920.0,46350.0,48280.0,44740.0,43680.0,46570.0,48580.0,58380.0,61730.0,48690.0,56520.0,37210.0,41020.0,45680.0,48420.0,56680.0,46590.0,53700.0,46960.0,53500.0,49110.0,53850.0,48030.0,39120.0,61300.0,44830.0,61670.0,43460.0,43850.0,44720.0,46580.0,51130.0,53000.0,45650.0,64680.0,37810.0,51920.0,46540.0,48700.0,48700.0,48700.0,179750.0,2050.0,650.0,3560.0,2090.0,12460.0,7920.0,1300.0,980.0,50.0,11180.0,5750.0,510.0,1500.0,8370.0,3460.0,2390.0,1290.0,2370.0,2900.0,1150.0,2360.0,4360.0,5620.0,5360.0,2950.0,4760.0,1340.0,1210.0,1250.0,550.0,5710.0,1040.0,11850.0,5240.0,600.0,9550.0,2730.0,1820.0,3320.0,660.0,2020.0,920.0,3050.0,15730.0,1280.0,890.0,4610.0,3450.0,1590.0,1240.0,770.0,76.0,1078.0,37.0
Verify the contents of inventory loads against shipping papers.,verify the contents of inventory loads against shipping papers,Verify information or specifications.,Evaluate the quality or accuracy of data.,Processing Information,Light Truck or Delivery Services Drivers,light truck or delivery services drivers,53-3033.00,Light Truck Drivers,53-3033,53-3033.00,Driver/Sales Workers and Truck Drivers,Motor Vehicle Operators,Transportation and Material Moving Occupations,2026-05-31,0.0226142528590069,4.925191300845752,True,3.137972692307692,4.76,88.23,0.7333636302144023,0.3,E2,E2,44860.0,38490.0,57190.0,45140.0,37080.0,46790.0,48410.0,44500.0,43990.0,49330.0,41810.0,44050.0,45930.0,44370.0,47380.0,44560.0,42750.0,43730.0,43230.0,39440.0,44550.0,48150.0,48110.0,43000.0,48880.0,38140.0,45500.0,46420.0,44120.0,43760.0,46260.0,46820.0,42360.0,46330.0,39910.0,47950.0,42600.0,39840.0,47150.0,44120.0,45660.0,37680.0,43240.0,45050.0,42500.0,45860.0,45090.0,42450.0,49070.0,38860.0,45670.0,43780.0,25100.0,24430.0,31180.0,983300.0,13980.0,1790.0,18400.0,9340.0,111950.0,15810.0,10720.0,4200.0,540.0,67390.0,26050.0,3690.0,7120.0,47190.0,19880.0,9680.0,9140.0,15630.0,14300.0,3120.0,18420.0,23350.0,26160.0,17360.0,7030.0,16210.0,2960.0,4210.0,9520.0,4670.0,33900.0,4220.0,56490.0,31810.0,1950.0,35130.0,10020.0,11120.0,42380.0,3110.0,11950.0,4820.0,33710.0,78540.0,9930.0,2050.0,25170.0,23290.0,3330.0,19140.0,1450.0,350.0,5760.0,80.0
Verify the identity of patient or operative site.,verify the identity of patient or operative site,Verify accuracy of patient information.,Verify personal information.,Processing Information,Surgical Assistants,surgical assistants,29-2099.07,Surgical Assistants,29-9093,29-9093.00,Miscellaneous Health Practitioners and Technical Workers,Other Healthcare Practitioners and Technical Occupations,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0113071264295034,4.826476057647605,False,3.91154,4.97,96.87,0.3031394221446578,0.1,E0,E2,66800.0,41710.0,61210.0,111170.0,49600.0,62540.0,107440.0,67580.0,66800.0,123390.0,62550.0,49520.0,54190.0,56460.0,80210.0,56620.0,66030.0,57810.0,84600.0,66800.0,66800.0,58130.0,56430.0,56430.0,75950.0,50810.0,49400.0,67370.0,53190.0,100820.0,77670.0,90710.0,62010.0,60070.0,59920.0,66800.0,77450.0,40160.0,80450.0,60550.0,61900.0,85580.0,66800.0,81640.0,64930.0,44990.0,66800.0,78910.0,65440.0,50870.0,78030.0,66800.0,66800.0,30160.0,66800.0,22270.0,470.0,60.0,461.0,80.0,1210.0,409.0,320.0,69.0,90.0,1260.0,840.0,70.0,122.0,2300.0,690.0,30.0,180.0,480.0,275.0,91.0,670.0,518.0,560.0,360.0,120.0,510.0,100.0,80.0,230.0,130.0,610.0,130.0,470.0,670.0,61.0,970.0,220.0,220.0,240.0,71.0,480.0,65.0,750.0,2840.0,290.0,43.0,1000.0,100.0,280.0,810.0,40.0,9.0,90.0,5.0
Verify the mathematical correctness of newly collected survey data.,verify the mathematical correctness of newly collected survey data,Verify mathematical calculations.,Evaluate the quality or accuracy of data.,Processing Information,Geodetic Surveyors,geodetic surveyors,17-1022.01,Geodetic Surveyors,17-1022,17-1022.01,"Surveyors, Cartographers, and Photogrammetrists","Architects, Surveyors, and Cartographers",Architecture and Engineering Occupations,2026-05-31,0.0452285057180138,4.552620926937867,False,0.7603076923076924,4.44,92.59,0.1786810846900095,0.3,E1,E1,75440.0,66840.0,99550.0,77490.0,51800.0,105330.0,79310.0,76730.0,82890.0,75440.0,65480.0,58100.0,82200.0,73940.0,75980.0,80510.0,77090.0,75860.0,71840.0,63140.0,83200.0,64910.0,94590.0,72080.0,83620.0,58720.0,62110.0,84610.0,68050.0,82460.0,65130.0,77160.0,74230.0,78870.0,76210.0,79360.0,70620.0,61300.0,97070.0,75950.0,62670.0,63300.0,77190.0,76340.0,61150.0,73230.0,76450.0,71070.0,85610.0,61520.0,79650.0,81250.0,61490.0,44870.0,75440.0,13805.0,494.0,136.0,739.0,299.0,2455.0,880.0,234.0,65.0,62.0,2173.0,961.0,76.0,136.0,929.0,473.0,244.0,190.0,364.0,793.0,147.0,516.0,701.0,570.0,532.0,310.0,451.0,190.0,234.0,266.0,152.0,489.0,158.0,799.0,831.0,136.0,706.0,521.0,288.0,875.0,81.0,543.0,98.0,500.0,3482.0,353.0,27.0,739.0,424.0,342.0,331.0,130.0,33.0,76.0,3.0
"Verify the structure, accuracy, or quality of warehouse data.",verify the structure accuracy or quality of warehouse data,Evaluate data quality.,Evaluate the quality or accuracy of data.,Processing Information,Data Warehousing Specialists,data warehousing specialists,15-1199.07,Data Warehousing Specialists,15-1243,15-1243.01,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0226142528590069,4.860166516200221,False,0.4949415384615384,4.43,100.0,0.0842852658417696,0.2,E1,E2,139500.0,105450.0,112500.0,156100.0,104070.0,170160.0,154560.0,144460.0,147800.0,150010.0,138320.0,139500.0,134040.0,121380.0,142500.0,132830.0,124040.0,129990.0,125400.0,139500.0,133120.0,132940.0,161650.0,131000.0,133050.0,98420.0,110570.0,109990.0,134320.0,140200.0,139990.0,120790.0,117950.0,141350.0,134630.0,109430.0,132910.0,110110.0,138250.0,139500.0,140320.0,130000.0,136540.0,115170.0,151370.0,131740.0,139500.0,160360.0,128760.0,139500.0,137810.0,139500.0,139500.0,95620.0,139500.0,33570.0,270.0,70.0,1200.0,360.0,6210.0,1950.0,1140.0,104.0,790.0,1810.0,2590.0,60.0,260.0,1590.0,500.0,240.0,360.0,350.0,415.0,190.0,1370.0,2690.0,1390.0,1240.0,100.0,1410.0,110.0,673.0,420.0,120.0,3090.0,120.0,3850.0,4070.0,60.0,1820.0,860.0,730.0,2840.0,160.0,1160.0,40.0,650.0,8270.0,630.0,65.0,5260.0,2990.0,120.0,520.0,160.0,14.0,60.0,7.0
"View monitors for visual representation of work in progress and for instructions and feedback throughout process, making modifications as necessary.",view monitors for visual representation of work in progress and for instructions and feedback throughout process making modifications as necessary,Monitor operational quality or safety.,Monitor operations to ensure adequate performance.,"Monitoring Processes, Materials, or Surroundings",Desktop Publishers,desktop publishers,43-9031.00,Desktop Publishers,43-9031,43-9031.00,Desktop Publishers,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0113071264295034,4.663501238645749,False,3.915930769230769,4.4,87.31,0.2986126885536823,0.1,E2,E2,55290.0,55290.0,55290.0,52000.0,55290.0,71930.0,77750.0,55290.0,55290.0,55290.0,52720.0,39460.0,55290.0,55290.0,61350.0,49070.0,55290.0,55290.0,45760.0,47130.0,47100.0,69820.0,61170.0,45300.0,54930.0,55290.0,55290.0,55290.0,36280.0,55290.0,48300.0,63020.0,55290.0,56660.0,43700.0,55290.0,53380.0,46040.0,50650.0,55290.0,55290.0,62320.0,55290.0,44440.0,57760.0,55290.0,53550.0,55290.0,55290.0,55290.0,46010.0,55290.0,55290.0,55290.0,55290.0,3350.0,45.0,90.0,30.0,28.0,320.0,62.0,36.0,10.0,15.0,150.0,230.0,13.0,18.0,150.0,130.0,33.0,31.0,40.0,40.0,30.0,140.0,80.0,40.0,90.0,25.0,63.0,11.0,40.0,33.0,30.0,100.0,19.0,350.0,80.0,9.0,60.0,40.0,90.0,140.0,11.0,40.0,10.0,40.0,270.0,37.0,50.0,50.0,76.0,15.0,40.0,6.0,1.0,20.0,1.0
"Visit site and record information about access, drainage and topography, and availability of utility services.",visit site and record information about access drainage and topography and availability of utility services,Collect data about project sites.,Gather data about operational or development activities.,Getting Information,Cost Estimators,cost estimators,13-1051.00,Cost Estimators,13-1051,13-1051.00,Cost Estimators,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.933347111708174,False,0.1053846153846154,3.33,68.18,0.0156273992137124,0.4,E0,E2,78740.0,74990.0,97020.0,77010.0,61470.0,85460.0,86940.0,81030.0,79290.0,82730.0,74990.0,76800.0,80360.0,79700.0,82750.0,73430.0,76040.0,76250.0,74880.0,77030.0,74080.0,81190.0,100840.0,77990.0,80810.0,71230.0,76020.0,77320.0,73100.0,82200.0,79560.0,80570.0,67590.0,80430.0,74730.0,73280.0,77730.0,67800.0,80460.0,78480.0,81990.0,70260.0,74950.0,75650.0,76980.0,79610.0,81390.0,80530.0,86070.0,77480.0,76270.0,90790.0,63350.0,47130.0,78740.0,224220.0,3000.0,220.0,5760.0,1400.0,26020.0,6100.0,2350.0,730.0,270.0,13720.0,6010.0,1040.0,1600.0,5990.0,4810.0,1870.0,2250.0,1960.0,2680.0,760.0,4580.0,4520.0,6960.0,4310.0,1280.0,6580.0,1230.0,1330.0,2240.0,980.0,5240.0,900.0,11980.0,8030.0,730.0,8100.0,1860.0,2940.0,9420.0,590.0,2880.0,1030.0,4340.0,20760.0,2800.0,320.0,5840.0,7470.0,830.0,5150.0,440.0,70.0,560.0,46.0
"Visit site and record information about access, drainage and topography, and availability of utility services.",visit site and record information about access drainage and topography and availability of utility services,Inspect work sites to determine condition or necessary repairs.,Inspect facilities or equipment.,"Inspecting Equipment, Structures, or Materials",Cost Estimators,cost estimators,13-1051.00,Cost Estimators,13-1051,13-1051.00,Cost Estimators,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.933347111708174,False,0.1053846153846154,3.33,68.18,0.0156273992137124,0.4,E0,E2,78740.0,74990.0,97020.0,77010.0,61470.0,85460.0,86940.0,81030.0,79290.0,82730.0,74990.0,76800.0,80360.0,79700.0,82750.0,73430.0,76040.0,76250.0,74880.0,77030.0,74080.0,81190.0,100840.0,77990.0,80810.0,71230.0,76020.0,77320.0,73100.0,82200.0,79560.0,80570.0,67590.0,80430.0,74730.0,73280.0,77730.0,67800.0,80460.0,78480.0,81990.0,70260.0,74950.0,75650.0,76980.0,79610.0,81390.0,80530.0,86070.0,77480.0,76270.0,90790.0,63350.0,47130.0,78740.0,224220.0,3000.0,220.0,5760.0,1400.0,26020.0,6100.0,2350.0,730.0,270.0,13720.0,6010.0,1040.0,1600.0,5990.0,4810.0,1870.0,2250.0,1960.0,2680.0,760.0,4580.0,4520.0,6960.0,4310.0,1280.0,6580.0,1230.0,1330.0,2240.0,980.0,5240.0,900.0,11980.0,8030.0,730.0,8100.0,1860.0,2940.0,9420.0,590.0,2880.0,1030.0,4340.0,20760.0,2800.0,320.0,5840.0,7470.0,830.0,5150.0,440.0,70.0,560.0,46.0
Visually inspect equipment to detect surface defects.,visually inspect equipment to detect surface defects,Inspect condition or functioning of facilities or equipment.,Inspect facilities or equipment.,"Inspecting Equipment, Structures, or Materials","Engineering Technicians, Except Drafters, All Other",engineering technicians except drafters all other,17-3029.00,Calibration Technologists and Technicians,17-3028,17-3028.00,"Engineering Technologists and Technicians, Except Drafters","Drafters, Engineering Technicians, and Mapping Technicians",Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.96,False,0.3090881730769231,3.953333333333333,85.05499999999999,0.2181296173342623,0.4043243408056287,E2,E2,67820.0,67820.0,67820.0,69230.0,67820.0,79010.0,63660.0,63420.0,67820.0,67820.0,59770.0,66730.0,67820.0,67820.0,59590.0,61930.0,61490.0,67820.0,55650.0,80670.0,67820.0,60860.0,75500.0,70140.0,60360.0,67820.0,61510.0,67820.0,63530.0,64530.0,66650.0,77040.0,65650.0,61270.0,61000.0,67820.0,65520.0,80920.0,68830.0,63700.0,64390.0,66910.0,67820.0,71660.0,74100.0,67300.0,77950.0,72730.0,93880.0,67820.0,61060.0,67820.0,67820.0,38460.0,67820.0,16540.0,223.0,30.0,400.0,230.0,1250.0,260.0,120.0,51.0,74.0,480.0,140.0,66.0,91.0,644.0,810.0,110.0,50.0,90.0,480.0,68.0,200.0,380.0,400.0,400.0,123.0,280.0,54.0,130.0,110.0,280.0,390.0,190.0,800.0,410.0,45.0,740.0,150.0,170.0,370.0,50.0,70.0,48.0,130.0,5020.0,80.0,30.0,330.0,270.0,74.0,320.0,30.0,7.0,630.0,3.0
Work with clients to identify their financial goals and to find ways of reaching those goals.,work with clients to identify their financial goals and to find ways of reaching those goals,Develop financial plans for clients.,Develop financial or business plans.,Thinking Creatively,Loan Counselors,loan counselors,13-2071.01,Loan Officers,13-2072,13-2072.00,Credit Counselors and Loan Officers,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.339851790860436,False,1.1769188461538462,3.97,93.98,0.3701352856737087,0.7999999999999999,E2,E2,76690.0,66710.0,72800.0,62160.0,70260.0,81770.0,94520.0,95730.0,83130.0,92890.0,71090.0,68490.0,63740.0,71070.0,79150.0,72960.0,83670.0,86970.0,62090.0,61110.0,81900.0,73580.0,101600.0,74470.0,95170.0,60260.0,73660.0,71570.0,79840.0,64500.0,80660.0,92920.0,62610.0,95710.0,75920.0,84650.0,76370.0,72990.0,94440.0,69300.0,77250.0,63220.0,79920.0,62800.0,66370.0,59440.0,88710.0,78320.0,80120.0,57580.0,78290.0,79620.0,45180.0,35730.0,44780.0,274330.0,5050.0,490.0,10020.0,2610.0,25790.0,3230.0,2220.0,1420.0,370.0,18830.0,9540.0,980.0,2030.0,10890.0,4790.0,2840.0,3540.0,3940.0,2810.0,1060.0,3850.0,4470.0,11340.0,6430.0,3450.0,7050.0,1180.0,2710.0,2580.0,1120.0,6200.0,1140.0,10840.0,10700.0,1370.0,9880.0,4100.0,4220.0,8140.0,1290.0,4140.0,1820.0,6510.0,21200.0,3990.0,350.0,8790.0,6040.0,1290.0,4940.0,740.0,60.0,2360.0,50.0
"Work with staff to develop script, story, or advertising concepts.",work with staff to develop script story or advertising concepts,Discuss production content and progress with others.,Communicate with others about specifications or project details.,"Communicating with Supervisors, Peers, or Subordinates",Writers and Authors,writers and authors,27-3043.00,Writers and Authors,27-3043,27-3043.00,Writers and Editors,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0030529241359659,4.5,False,0.9393093846153846,4.010666666666667,89.90666666666667,0.35,0.6079617131103461,E2,E1,76910.0,66950.0,76910.0,55990.0,47970.0,86480.0,76830.0,98460.0,76910.0,129300.0,68080.0,74710.0,76910.0,56360.0,68220.0,75820.0,61010.0,65840.0,48780.0,89520.0,76910.0,104330.0,85260.0,76910.0,72810.0,54180.0,58140.0,76910.0,65470.0,63910.0,71830.0,81590.0,76910.0,76910.0,63660.0,50860.0,65930.0,58770.0,80540.0,77410.0,70190.0,51920.0,56700.0,58870.0,69990.0,64530.0,94430.0,85000.0,85700.0,64410.0,64370.0,49650.0,76910.0,43440.0,76910.0,2791.0,21.0,6.0,70.0,31.0,977.0,151.0,480.0,9.0,122.0,351.0,95.0,59.99999999999999,10.0,307.0,52.0,34.0,240.0,41.0,480.0,23.0,63.0,157.0,78.0,84.0,15.0,70.0,10.0,240.0,22.0,21.0,137.0,10.0,871.0,211.0,9.0,97.0,26.0,111.0,126.0,13.0,61.0,59.99999999999999,147.0,270.0,48.0,13.0,178.0,90.0,13.0,83.0,5.0,1.0,10.0,1.0
"Work with technical material, preparing statistical reports, planning and typing statistical tables, and combining and rearranging material from different sources.",work with technical material preparing statistical reports planning and typing statistical tables and combining and rearranging material from different sources,Compile data or documentation.,"Compile records, documentation, or other data.",Processing Information,Word Processors and Typists,word processors and typists,43-9022.00,Word Processors and Typists,43-9022,43-9022.00,Data Entry and Information Processing Workers,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0226142528590069,4.887488748874888,False,0.8843634615384616,3.66,63.73,0.9341703637309484,1.702914404288543,E1,E1,49280.0,46860.0,49280.0,42070.0,43010.0,56380.0,57550.0,49250.0,45480.0,49180.0,35770.0,31450.0,40060.0,49930.0,45490.0,39520.0,43210.0,49280.0,49280.0,49280.0,49280.0,47110.0,53740.0,47970.0,51550.0,49280.0,37440.0,49280.0,47080.0,41290.0,49280.0,49520.0,46400.0,48400.0,49280.0,49280.0,48670.0,43710.0,52420.0,41000.0,47040.0,42840.0,49280.0,49750.0,47720.0,49280.0,49280.0,46130.0,46110.0,36060.0,48540.0,49280.0,49280.0,32270.0,49280.0,35010.0,70.0,73.0,725.0,40.0,10270.0,59.99999999999999,170.0,50.0,120.0,1000.0,1094.0,270.0,59.99999999999999,490.0,120.0,360.0,322.0,160.0,433.0,143.0,210.0,350.0,520.0,210.0,260.0,260.0,114.0,80.0,170.0,153.0,3560.0000000000005,59.99999999999999,12340.0,1105.0,96.0,310.0,40.0,40.0,1170.0,120.0,30.0,102.0,90.0,290.0,388.0,68.0,290.0,140.0,80.0,180.0,62.99999999999999,14.999999999999998,1700.0,7.0
"Work with technical material, preparing statistical reports, planning and typing statistical tables, and combining and rearranging material from different sources.",work with technical material preparing statistical reports planning and typing statistical tables and combining and rearranging material from different sources,Prepare research or technical reports.,Present research or technical information.,Documenting/Recording Information,Word Processors and Typists,word processors and typists,43-9022.00,Word Processors and Typists,43-9022,43-9022.00,Data Entry and Information Processing Workers,Other Office and Administrative Support Workers,Office and Administrative Support Occupations,2026-05-31,0.0226142528590069,4.887488748874888,False,0.8843634615384616,3.66,63.73,0.9341703637309484,1.702914404288543,E1,E1,49280.0,46860.0,49280.0,42070.0,43010.0,56380.0,57550.0,49250.0,45480.0,49180.0,35770.0,31450.0,40060.0,49930.0,45490.0,39520.0,43210.0,49280.0,49280.0,49280.0,49280.0,47110.0,53740.0,47970.0,51550.0,49280.0,37440.0,49280.0,47080.0,41290.0,49280.0,49520.0,46400.0,48400.0,49280.0,49280.0,48670.0,43710.0,52420.0,41000.0,47040.0,42840.0,49280.0,49750.0,47720.0,49280.0,49280.0,46130.0,46110.0,36060.0,48540.0,49280.0,49280.0,32270.0,49280.0,35010.0,70.0,73.0,725.0,40.0,10270.0,59.99999999999999,170.0,50.0,120.0,1000.0,1094.0,270.0,59.99999999999999,490.0,120.0,360.0,322.0,160.0,433.0,143.0,210.0,350.0,520.0,210.0,260.0,260.0,114.0,80.0,170.0,153.0,3560.0000000000005,59.99999999999999,12340.0,1105.0,96.0,310.0,40.0,40.0,1170.0,120.0,30.0,102.0,90.0,290.0,388.0,68.0,290.0,140.0,80.0,180.0,62.99999999999999,14.999999999999998,1700.0,7.0
"Write advertising material for use by publication, broadcast, or internet media to promote the sale of goods and services.",write advertising material for use by publication broadcast or internet media to promote the sale of goods and services,Write advertising or promotional material.,Write material for artistic or commercial purposes.,Documenting/Recording Information,Writers and Authors,writers and authors,27-3043.00,Writers and Authors,27-3043,27-3043.00,Writers and Editors,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.1922211493015587,4.928908051739698,False,0.9393093846153846,4.010666666666667,89.90666666666667,0.35,0.6079617131103461,E1,E1,76910.0,66950.0,76910.0,55990.0,47970.0,86480.0,76830.0,98460.0,76910.0,129300.0,68080.0,74710.0,76910.0,56360.0,68220.0,75820.0,61010.0,65840.0,48780.0,89520.0,76910.0,104330.0,85260.0,76910.0,72810.0,54180.0,58140.0,76910.0,65470.0,63910.0,71830.0,81590.0,76910.0,76910.0,63660.0,50860.0,65930.0,58770.0,80540.0,77410.0,70190.0,51920.0,56700.0,58870.0,69990.0,64530.0,94430.0,85000.0,85700.0,64410.0,64370.0,49650.0,76910.0,43440.0,76910.0,2791.0,21.0,6.0,70.0,31.0,977.0,151.0,480.0,9.0,122.0,351.0,95.0,59.99999999999999,10.0,307.0,52.0,34.0,240.0,41.0,480.0,23.0,63.0,157.0,78.0,84.0,15.0,70.0,10.0,240.0,22.0,21.0,137.0,10.0,871.0,211.0,9.0,97.0,26.0,111.0,126.0,13.0,61.0,59.99999999999999,147.0,270.0,48.0,13.0,178.0,90.0,13.0,83.0,5.0,1.0,10.0,1.0
"Write, analyze, review, and rewrite programs, using workflow chart and diagram, and applying knowledge of computer capabilities, subject matter, and symbolic logic.",write analyze review and rewrite programs using workflow chart and diagram and applying knowledge of computer capabilities subject matter and symbolic logic,Modify software programs to improve performance.,Design computer or information systems or applications.,Thinking Creatively,Computer Programmers,computer programmers,15-1131.00,Computer Programmers,15-1251,15-1251.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.4296708043211314,4.774776583994377,False,3.1850484615384618,4.42,93.78,1.2689333653541588,0.5,E1,E1,100390.0,93800.0,91700.0,88990.0,111840.0,116760.0,104610.0,133820.0,100390.0,100390.0,93180.0,98380.0,118180.0,89020.0,72540.0,97000.0,79180.0,92960.0,94850.0,100390.0,101780.0,125570.0,128390.0,65860.0,107250.0,85120.0,90420.0,89920.0,95150.0,93600.0,74000.0,104940.0,83750.0,103980.0,81070.0,92280.0,85270.0,99780.0,99540.0,89180.0,96470.0,99740.0,58240.0,100390.0,99330.0,104890.0,89560.0,121610.0,125620.0,65320.0,100390.0,81640.0,100390.0,51310.0,100390.0,92230.0,890.0,530.0,1560.0,1050.0,11340.0,930.0,1650.0,450.0,230.0,4760.0,1890.0,450.0,505.0,1280.0,1520.0,950.0,460.0,950.0,1580.0,450.0,2490.0,1930.0,4400.0,2070.0,1170.0,1520.0,301.0,1090.0,840.0,403.0,3930.0,600.0,7020.0,4120.0,190.0,2100.0,990.0,1370.0,3120.0,250.0,790.0,70.0,920.0,7620.0,690.0,170.0,3070.0,2540.0,140.0,3080.0,60.0,39.0,920.0,19.0
"Write, analyze, review, and rewrite programs, using workflow chart and diagram, and applying knowledge of computer capabilities, subject matter, and symbolic logic.",write analyze review and rewrite programs using workflow chart and diagram and applying knowledge of computer capabilities subject matter and symbolic logic,Write computer programming code.,Program computer systems or production equipment.,Working with Computers,Computer Programmers,computer programmers,15-1131.00,Computer Programmers,15-1251,15-1251.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.4296708043211314,4.774776583994377,False,3.1850484615384618,4.42,93.78,1.2689333653541588,0.5,E1,E1,100390.0,93800.0,91700.0,88990.0,111840.0,116760.0,104610.0,133820.0,100390.0,100390.0,93180.0,98380.0,118180.0,89020.0,72540.0,97000.0,79180.0,92960.0,94850.0,100390.0,101780.0,125570.0,128390.0,65860.0,107250.0,85120.0,90420.0,89920.0,95150.0,93600.0,74000.0,104940.0,83750.0,103980.0,81070.0,92280.0,85270.0,99780.0,99540.0,89180.0,96470.0,99740.0,58240.0,100390.0,99330.0,104890.0,89560.0,121610.0,125620.0,65320.0,100390.0,81640.0,100390.0,51310.0,100390.0,92230.0,890.0,530.0,1560.0,1050.0,11340.0,930.0,1650.0,450.0,230.0,4760.0,1890.0,450.0,505.0,1280.0,1520.0,950.0,460.0,950.0,1580.0,450.0,2490.0,1930.0,4400.0,2070.0,1170.0,1520.0,301.0,1090.0,840.0,403.0,3930.0,600.0,7020.0,4120.0,190.0,2100.0,990.0,1370.0,3120.0,250.0,790.0,70.0,920.0,7620.0,690.0,170.0,3070.0,2540.0,140.0,3080.0,60.0,39.0,920.0,19.0
"Write and code logical and physical database descriptions and specify identifiers of database to management system, or direct others in coding descriptions.",write and code logical and physical database descriptions and specify identifiers of database to management system or direct others in coding descriptions,Develop database parameters or specifications.,Design databases.,Thinking Creatively,Database Administrators,database administrators,15-1141.00,Database Administrators,15-1242,15-1242.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0169606896442551,4.709657886769603,False,0.4212915384615384,3.15,95.17,0.5235876476250032,1.698324150441143,E1,E1,124813.68421052632,100586.84210526316,110946.31578947368,134281.05263157896,94979.47368421052,146117.8947368421,139309.47368421053,129222.1052631579,128056.84210526316,136759.47368421053,123920.0,125735.7894736842,113602.1052631579,106340.0,126563.15789473684,114834.2105263158,114427.36842105264,117434.2105263158,109395.7894736842,113637.39612188366,106753.68421052632,129302.1052631579,148028.94736842104,117875.7894736842,119428.94736842104,93944.2105263158,106233.15789473684,98676.31578947368,119877.8947368421,127345.26315789472,119830.0,122924.73684210528,109739.47368421052,126423.68421052632,125901.57894736844,96503.68421052632,117870.0,103882.63157894736,122254.2105263158,114412.13296398892,125877.8947368421,114690.52631578948,113803.15789473684,115308.94736842104,135803.68421052632,133428.42105263157,116146.8698060942,132132.63157894736,124288.42105263156,103203.71191135734,121898.42105263156,106988.97506925208,124813.68421052632,77203.15789473684,124813.68421052632,48904.73684210527,931.0526315789474,78.42105263157895,1166.3157894736842,385.2631578947368,6643.684210526316,1642.6315789473686,1001.0526315789472,369.5263157894737,693.1578947368421,2652.1052631578946,2535.263157894737,76.8421052631579,226.3157894736842,1905.7894736842104,681.0526315789473,290.5263157894737,393.6842105263158,476.3157894736842,472.3684210526316,219.4736842105263,1761.578947368421,2530.0,1288.9473684210527,1147.3684210526314,142.10526315789474,1296.3157894736842,218.94736842105263,610.0,403.1578947368421,174.73684210526315,2551.052631578947,309.4736842105263,3740.5263157894738,3164.736842105264,68.42105263157895,1836.842105263158,830.5263157894738,868.9473684210526,2675.789473684211,210.52631578947367,1088.421052631579,94.73684210526316,1226.842105263158,7495.263157894737,870.0,105.52631578947368,5546.315789473685,2459.4736842105262,170.5263157894737,814.7368421052632,134.73684210526315,21.000000000000004,106.3157894736842,10.0
"Write and code logical and physical database descriptions and specify identifiers of database to management system, or direct others in coding descriptions.",write and code logical and physical database descriptions and specify identifiers of database to management system or direct others in coding descriptions,Write computer programming code.,Program computer systems or production equipment.,Working with Computers,Database Administrators,database administrators,15-1141.00,Database Administrators,15-1242,15-1242.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0169606896442551,4.709657886769603,False,0.4212915384615384,3.15,95.17,0.5235876476250032,1.698324150441143,E1,E1,124813.68421052632,100586.84210526316,110946.31578947368,134281.05263157896,94979.47368421052,146117.8947368421,139309.47368421053,129222.1052631579,128056.84210526316,136759.47368421053,123920.0,125735.7894736842,113602.1052631579,106340.0,126563.15789473684,114834.2105263158,114427.36842105264,117434.2105263158,109395.7894736842,113637.39612188366,106753.68421052632,129302.1052631579,148028.94736842104,117875.7894736842,119428.94736842104,93944.2105263158,106233.15789473684,98676.31578947368,119877.8947368421,127345.26315789472,119830.0,122924.73684210528,109739.47368421052,126423.68421052632,125901.57894736844,96503.68421052632,117870.0,103882.63157894736,122254.2105263158,114412.13296398892,125877.8947368421,114690.52631578948,113803.15789473684,115308.94736842104,135803.68421052632,133428.42105263157,116146.8698060942,132132.63157894736,124288.42105263156,103203.71191135734,121898.42105263156,106988.97506925208,124813.68421052632,77203.15789473684,124813.68421052632,48904.73684210527,931.0526315789474,78.42105263157895,1166.3157894736842,385.2631578947368,6643.684210526316,1642.6315789473686,1001.0526315789472,369.5263157894737,693.1578947368421,2652.1052631578946,2535.263157894737,76.8421052631579,226.3157894736842,1905.7894736842104,681.0526315789473,290.5263157894737,393.6842105263158,476.3157894736842,472.3684210526316,219.4736842105263,1761.578947368421,2530.0,1288.9473684210527,1147.3684210526314,142.10526315789474,1296.3157894736842,218.94736842105263,610.0,403.1578947368421,174.73684210526315,2551.052631578947,309.4736842105263,3740.5263157894738,3164.736842105264,68.42105263157895,1836.842105263158,830.5263157894738,868.9473684210526,2675.789473684211,210.52631578947367,1088.421052631579,94.73684210526316,1226.842105263158,7495.263157894737,870.0,105.52631578947368,5546.315789473685,2459.4736842105262,170.5263157894737,814.7368421052632,134.73684210526315,21.000000000000004,106.3157894736842,10.0
"Write and code logical and physical database descriptions, and specify identifiers of database to management system or direct others in coding descriptions.",write and code logical and physical database descriptions and specify identifiers of database to management system or direct others in coding descriptions,Develop database parameters or specifications.,Design databases.,Thinking Creatively,Database Administrators,database administrators,15-1141.00,Database Architects,15-1243,15-1243.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0169606896442551,4.709657886769603,False,0.6006430769230768,3.45,100.0,0.3985872857142858,0.8999999999999999,E1,E1,124813.68421052632,100586.84210526316,110946.31578947368,134281.05263157896,94979.47368421052,146117.8947368421,139309.47368421053,129222.1052631579,128056.84210526316,136759.47368421053,123920.0,125735.7894736842,113602.1052631579,106340.0,126563.15789473684,114834.2105263158,114427.36842105264,117434.2105263158,109395.7894736842,113637.39612188366,106753.68421052632,129302.1052631579,148028.94736842104,117875.7894736842,119428.94736842104,93944.2105263158,106233.15789473684,98676.31578947368,119877.8947368421,127345.26315789472,119830.0,122924.73684210528,109739.47368421052,126423.68421052632,125901.57894736844,96503.68421052632,117870.0,103882.63157894736,122254.2105263158,114412.13296398892,125877.8947368421,114690.52631578948,113803.15789473684,115308.94736842104,135803.68421052632,133428.42105263157,116146.8698060942,132132.63157894736,124288.42105263156,103203.71191135734,121898.42105263156,106988.97506925208,124813.68421052632,77203.15789473684,124813.68421052632,48904.73684210527,931.0526315789474,78.42105263157895,1166.3157894736842,385.2631578947368,6643.684210526316,1642.6315789473686,1001.0526315789472,369.5263157894737,693.1578947368421,2652.1052631578946,2535.263157894737,76.8421052631579,226.3157894736842,1905.7894736842104,681.0526315789473,290.5263157894737,393.6842105263158,476.3157894736842,472.3684210526316,219.4736842105263,1761.578947368421,2530.0,1288.9473684210527,1147.3684210526314,142.10526315789474,1296.3157894736842,218.94736842105263,547.0,403.1578947368421,174.73684210526315,2551.052631578947,309.4736842105263,3740.5263157894738,3164.736842105264,68.42105263157895,1836.842105263158,830.5263157894738,868.9473684210526,2675.789473684211,210.52631578947367,1088.421052631579,94.73684210526316,1226.842105263158,7495.263157894737,870.0,105.52631578947368,5546.315789473685,2459.4736842105262,170.5263157894737,814.7368421052632,134.73684210526315,21.000000000000004,106.3157894736842,10.0
"Write and code logical and physical database descriptions, and specify identifiers of database to management system or direct others in coding descriptions.",write and code logical and physical database descriptions and specify identifiers of database to management system or direct others in coding descriptions,Write computer programming code.,Program computer systems or production equipment.,Working with Computers,Database Administrators,database administrators,15-1141.00,Database Architects,15-1243,15-1243.00,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0169606896442551,4.709657886769603,False,0.6006430769230768,3.45,100.0,0.3985872857142858,0.8999999999999999,E1,E1,124813.68421052632,100586.84210526316,110946.31578947368,134281.05263157896,94979.47368421052,146117.8947368421,139309.47368421053,129222.1052631579,128056.84210526316,136759.47368421053,123920.0,125735.7894736842,113602.1052631579,106340.0,126563.15789473684,114834.2105263158,114427.36842105264,117434.2105263158,109395.7894736842,113637.39612188366,106753.68421052632,129302.1052631579,148028.94736842104,117875.7894736842,119428.94736842104,93944.2105263158,106233.15789473684,98676.31578947368,119877.8947368421,127345.26315789472,119830.0,122924.73684210528,109739.47368421052,126423.68421052632,125901.57894736844,96503.68421052632,117870.0,103882.63157894736,122254.2105263158,114412.13296398892,125877.8947368421,114690.52631578948,113803.15789473684,115308.94736842104,135803.68421052632,133428.42105263157,116146.8698060942,132132.63157894736,124288.42105263156,103203.71191135734,121898.42105263156,106988.97506925208,124813.68421052632,77203.15789473684,124813.68421052632,48904.73684210527,931.0526315789474,78.42105263157895,1166.3157894736842,385.2631578947368,6643.684210526316,1642.6315789473686,1001.0526315789472,369.5263157894737,693.1578947368421,2652.1052631578946,2535.263157894737,76.8421052631579,226.3157894736842,1905.7894736842104,681.0526315789473,290.5263157894737,393.6842105263158,476.3157894736842,472.3684210526316,219.4736842105263,1761.578947368421,2530.0,1288.9473684210527,1147.3684210526314,142.10526315789474,1296.3157894736842,218.94736842105263,547.0,403.1578947368421,174.73684210526315,2551.052631578947,309.4736842105263,3740.5263157894738,3164.736842105264,68.42105263157895,1836.842105263158,830.5263157894738,868.9473684210526,2675.789473684211,210.52631578947367,1088.421052631579,94.73684210526316,1226.842105263158,7495.263157894737,870.0,105.52631578947368,5546.315789473685,2459.4736842105262,170.5263157894737,814.7368421052632,134.73684210526315,21.000000000000004,106.3157894736842,10.0
Write and edit news stories from information collected by reporters and other sources.,write and edit news stories from information collected by reporters and other sources,Edit written materials.,Edit written materials or documents.,Making Decisions and Solving Problems,Producers and Directors,producers and directors,27-2012.00,Producers and Directors,27-2012,27-2012.00,"Actors, Producers, and Directors","Entertainers and Performers, Sports and Related Workers","Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0226142528590069,4.9809409168422105,False,3.507316923076923,3.81,65.02,0.2027600330232115,0.1,E1,E1,90360.0,63340.0,54060.0,67320.0,38820.0,129790.0,78060.0,88260.0,72650.0,104270.0,79920.0,79950.0,66190.0,61150.0,81080.0,59870.0,58550.0,60600.0,54550.0,62920.0,71320.0,79350.0,80970.0,65720.0,76360.0,48100.0,66460.0,52580.0,52580.0,78480.0,61560.0,119840.0,90360.0,107550.0,63700.0,57870.0,69350.0,61600.0,87460.0,75460.0,84250.0,56030.0,60260.0,73020.0,71710.0,76350.0,55660.0,65900.0,81550.0,46660.0,66390.0,60420.0,90360.0,48820.0,90360.0,47706.66666666666,639.0,98.0,1057.0,430.0,20964.0,1205.0,1352.0,92.0,1623.0,4400.0,3079.0,313.0,234.0,1948.0,910.0,443.0,258.0,584.0,541.0,246.0,989.0,2114.0,1420.0,854.0,240.0,1002.0,240.0,289.0,1002.0,184.0,1825.0,320.0,17202.0,2151.0,104.0,989.0,473.0,1008.0,2581.0,344.0,731.0,104.0,1795.0,4062.0,1026.0,178.0,1733.0,1395.0,141.0,983.0,80.0,12.0,160.0,6.0
Write and edit news stories from information collected by reporters and other sources.,write and edit news stories from information collected by reporters and other sources,Write informational material.,Prepare informational or instructional materials.,Documenting/Recording Information,Producers and Directors,producers and directors,27-2012.00,Producers and Directors,27-2012,27-2012.00,"Actors, Producers, and Directors","Entertainers and Performers, Sports and Related Workers","Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0226142528590069,4.9809409168422105,False,3.507316923076923,3.81,65.02,0.2027600330232115,0.1,E1,E1,90360.0,63340.0,54060.0,67320.0,38820.0,129790.0,78060.0,88260.0,72650.0,104270.0,79920.0,79950.0,66190.0,61150.0,81080.0,59870.0,58550.0,60600.0,54550.0,62920.0,71320.0,79350.0,80970.0,65720.0,76360.0,48100.0,66460.0,52580.0,52580.0,78480.0,61560.0,119840.0,90360.0,107550.0,63700.0,57870.0,69350.0,61600.0,87460.0,75460.0,84250.0,56030.0,60260.0,73020.0,71710.0,76350.0,55660.0,65900.0,81550.0,46660.0,66390.0,60420.0,90360.0,48820.0,90360.0,47706.66666666666,639.0,98.0,1057.0,430.0,20964.0,1205.0,1352.0,92.0,1623.0,4400.0,3079.0,313.0,234.0,1948.0,910.0,443.0,258.0,584.0,541.0,246.0,989.0,2114.0,1420.0,854.0,240.0,1002.0,240.0,289.0,1002.0,184.0,1825.0,320.0,17202.0,2151.0,104.0,989.0,473.0,1008.0,2581.0,344.0,731.0,104.0,1795.0,4062.0,1026.0,178.0,1733.0,1395.0,141.0,983.0,80.0,12.0,160.0,6.0
Write and edit video and scripts for broadcasts.,write and edit video and scripts for broadcasts,Write material for artistic or entertainment purposes.,Write material for artistic or commercial purposes.,Documenting/Recording Information,Radio and Television Announcers,radio and television announcers,27-3011.00,Broadcast Announcers and Radio Disc Jockeys,27-3011,27-3011.00,Broadcast Announcers and Radio Disc Jockeys,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0226142528590069,4.819081908190819,False,2.0958426923076923,4.05,75.3,1.6107335339704518,1.11696046377446,E1,E1,47340.0,38530.0,44790.0,47930.0,36160.0,47340.0,50660.0,47340.0,47340.0,47340.0,56360.0,42020.0,51030.0,46940.0,46720.0,61760.0,37090.0,35130.0,36170.0,33020.0,44000.0,74480.0,60200.0,46640.0,43530.0,34040.0,45460.0,35000.0,45020.0,60460.0,46000.0,70800.0,38940.0,81310.0,47910.0,38500.0,42440.0,36110.0,46190.0,52080.0,55110.0,30960.0,40630.0,48290.0,49050.0,46080.0,35220.0,44400.0,44420.0,35400.0,40630.0,36760.0,47340.0,22970.0,47340.0,21240.0,300.0,80.0,410.0,300.0,1620.0,310.0,290.0,66.0,70.0,990.0,490.0,140.0,50.0,770.0,1040.0,320.0,440.0,340.0,190.0,170.0,290.0,280.0,650.0,750.0,160.0,470.0,130.0,280.0,160.0,70.0,190.0,190.0,1460.0,830.0,180.0,910.0,300.0,240.0,830.0,90.0,150.0,230.0,970.0,960.0,190.0,110.0,460.0,620.0,130.0,580.0,50.0,9.0,150.0,4.0
"Write and execute scripts to automate tasks, such as parsing large data files.",write and execute scripts to automate tasks such as parsing large data files,Write computer programming code.,Program computer systems or production equipment.,Working with Computers,"Computer Occupations, All Other",computer occupations all other,15-1199.00,Digital Forensics Analysts,15-1299,15-1299.06,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.1809140228720553,4.735452422057479,False,0.7017486425339367,3.8847058823529417,86.53588235294117,0.6904229171972648,0.8948999160105984,E2,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,17371.0,630.0,170.0,5510.0,268.0,19188.0,2825.0,742.0,860.0,4118.0,13710.0,4939.0,498.0,249.0,2672.0,800.0,922.0,321.0,1850.0,1202.0,900.0,4563.0,1477.0,1781.0,1001.0,347.0,14340.0,129.0,546.0,625.0,232.0,2875.0,395.0,11460.0,3612.0,175.0,6150.0,795.0,587.0,14580.0,199.0,1029.0,240.0,2617.0,13650.0,1599.0,316.0,4070.0,3438.0,809.0,1120.0,41.0,67.0,211.0,10.0
"Write and execute scripts to automate tasks, such as parsing large data files.",write and execute scripts to automate tasks such as parsing large data files,Enter codes or other information into computers.,Process digital or online data.,Working with Computers,"Computer Occupations, All Other",computer occupations all other,15-1199.00,Digital Forensics Analysts,15-1299,15-1299.06,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.1809140228720553,4.735452422057479,False,0.7017486425339367,3.8847058823529417,86.53588235294117,0.6904229171972648,0.8948999160105984,E2,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,17371.0,630.0,170.0,5510.0,268.0,19188.0,2825.0,742.0,860.0,4118.0,13710.0,4939.0,498.0,249.0,2672.0,800.0,922.0,321.0,1850.0,1202.0,900.0,4563.0,1477.0,1781.0,1001.0,347.0,14340.0,129.0,546.0,625.0,232.0,2875.0,395.0,11460.0,3612.0,175.0,6150.0,795.0,587.0,14580.0,199.0,1029.0,240.0,2617.0,13650.0,1599.0,316.0,4070.0,3438.0,809.0,1120.0,41.0,67.0,211.0,10.0
Write articles and books.,write articles and books,"Write articles, books or other original materials in area of expertise.",Write material for artistic or commercial purposes.,Documenting/Recording Information,"Philosophy and Religion Teachers, Postsecondary",philosophy and religion teachers postsecondary,25-1126.00,"Philosophy and Religion Teachers, Postsecondary",25-1126,25-1126.00,"Arts, Communications, History, and Humanities Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.1017641378655311,4.872730919667035,False,0.4210142307692307,4.13,82.95,0.357021588407321,1.2,E1,E1,80260.0,62210.0,80260.0,78940.0,74100.0,105820.0,78060.0,100360.0,80260.0,79310.0,63330.0,77570.0,101010.0,80260.0,77720.0,79740.0,77180.0,65410.0,65580.0,76310.0,102760.0,78360.0,98360.0,89610.0,79720.0,63560.0,75280.0,80260.0,75280.0,80260.0,82820.0,99450.0,80260.0,92050.0,76340.0,71360.0,77010.0,64840.0,85300.0,76600.0,82510.0,77230.0,58000.0,74090.0,76700.0,95410.0,102600.0,85310.0,81240.0,80260.0,79140.0,80260.0,80260.0,80260.0,80260.0,20460.0,280.0,43.0,350.0,60.0,1850.0,390.0,350.0,63.0,290.0,460.0,280.0,220.0,120.0,1080.0,480.0,260.0,190.0,320.0,70.0,60.0,480.0,890.0,620.0,410.0,90.0,320.0,67.0,80.0,203.0,130.0,900.0,114.0,1700.0,680.0,56.0,780.0,150.0,480.0,1280.0,150.0,250.0,40.0,490.0,1760.0,60.0,80.0,620.0,330.0,92.0,420.0,37.0,9.0,123.0,4.0
"Write articles, bulletins, sales letters, speeches, and other related informative, marketing and promotional material.",write articles bulletins sales letters speeches and other related informative marketing and promotional material,Write advertising or promotional material.,Write material for artistic or commercial purposes.,Documenting/Recording Information,Writers and Authors,writers and authors,27-3043.00,Writers and Authors,27-3043,27-3043.00,Writers and Editors,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.2035282757310622,4.942278785449445,False,1.162314230769231,3.7,90.53,0.2738413221986249,0.5,E1,E1,76910.0,66950.0,76910.0,55990.0,47970.0,86480.0,76830.0,98460.0,76910.0,129300.0,68080.0,74710.0,76910.0,56360.0,68220.0,75820.0,61010.0,65840.0,48780.0,89520.0,76910.0,104330.0,85260.0,76910.0,72810.0,54180.0,58140.0,76910.0,65470.0,63910.0,71830.0,81590.0,76910.0,76910.0,63660.0,50860.0,65930.0,58770.0,80540.0,77410.0,70190.0,51920.0,56700.0,58870.0,69990.0,64530.0,94430.0,85000.0,85700.0,64410.0,64370.0,49650.0,76910.0,43440.0,76910.0,2791.0,21.0,6.0,70.0,31.0,977.0,151.0,480.0,9.0,122.0,351.0,95.0,59.99999999999999,10.0,307.0,52.0,34.0,240.0,41.0,480.0,23.0,63.0,157.0,78.0,84.0,15.0,70.0,10.0,240.0,22.0,21.0,137.0,10.0,871.0,211.0,9.0,97.0,26.0,111.0,126.0,13.0,61.0,59.99999999999999,147.0,270.0,48.0,13.0,178.0,90.0,13.0,83.0,5.0,1.0,10.0,1.0
Write articles for publication in professional journals.,write articles for publication in professional journals,"Write articles, books or other original materials in area of expertise.",Write material for artistic or commercial purposes.,Documenting/Recording Information,Epidemiologists,epidemiologists,19-1041.00,Epidemiologists,19-1041,19-1041.00,Medical Scientists,Life Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.554199999999999,False,0.5185596153846154,3.95,100.0,0.2906939087483044,0.7,,,87220.0,74740.0,87220.0,67260.0,87220.0,110760.0,73750.0,83670.0,87220.0,112370.0,79460.0,70880.0,76780.0,66280.0,102720.0,77250.0,79880.0,79620.0,78810.0,73850.0,68850.0,101830.0,115890.0,84990.0,104460.0,56930.0,66890.0,79500.0,83240.0,99880.0,87220.0,109760.0,79980.0,80220.0,84770.0,87220.0,76480.0,72590.0,93620.0,87860.0,87220.0,84660.0,87220.0,97310.0,77170.0,76960.0,87220.0,84930.0,108240.0,70540.0,88770.0,87220.0,87220.0,48380.0,87220.0,12090.0,70.0,25.0,340.0,101.0,1480.0,430.0,160.0,37.0,90.0,300.0,510.0,70.0,40.0,240.0,170.0,90.0,70.0,120.0,120.0,60.0,600.0,660.0,280.0,310.0,40.0,120.0,100.0,80.0,80.0,53.0,290.0,80.0,670.0,220.0,33.0,300.0,120.0,140.0,360.0,39.0,50.0,35.0,220.0,1160.0,190.0,30.0,220.0,1010.0,100.0,90.0,22.0,5.0,40.0,2.0
Write audit reports to communicate technical and procedural findings and recommend solutions.,write audit reports to communicate technical and procedural findings and recommend solutions,Prepare analytical reports.,Present research or technical information.,Documenting/Recording Information,"Computer Occupations, All Other",computer occupations all other,15-1199.00,Penetration Testers,15-1299,15-1299.04,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0339213792885103,4.8798919027124406,False,0.4691799615384616,4.146,97.66,0.3753674078577064,1.1889416924400886,E1,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,17371.0,630.0,170.0,5510.0,268.0,19188.0,2825.0,742.0,860.0,4118.0,13710.0,4939.0,498.0,249.0,2672.0,800.0,922.0,321.0,1850.0,1202.0,900.0,4563.0,1477.0,1781.0,1001.0,347.0,14340.0,129.0,546.0,625.0,232.0,2875.0,395.0,11460.0,3612.0,175.0,6150.0,795.0,587.0,14580.0,199.0,1029.0,240.0,2617.0,13650.0,1599.0,316.0,4070.0,3438.0,809.0,1120.0,41.0,67.0,211.0,10.0
"Write columns, editorials, commentaries, or reviews that interpret events or offer opinions.",write columns editorials commentaries or reviews that interpret events or offer opinions,Write informational material.,Prepare informational or instructional materials.,Documenting/Recording Information,Broadcast News Analysts,broadcast news analysts,27-3021.00,"News Analysts, Reporters, and Journalists",27-3023,27-3023.00,"News Analysts, Reporters and Journalists",Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0113071264295034,4.909800000000001,False,0.4500876923076923,3.12,77.27,0.1018876659104471,0.4,E1,E1,62200.0,43440.0,43820.0,43100.0,37450.0,62200.0,60770.0,61620.0,55600.0,105390.0,58730.0,81910.0,56730.0,51190.0,60590.0,47610.0,43540.0,45870.0,47530.0,50750.0,50090.0,63680.0,62200.0,62760.0,46490.0,45240.0,46920.0,47960.0,40420.0,78550.0,48450.0,59830.0,54610.0,100770.0,58670.0,43420.0,47880.0,48210.0,49200.0,62200.0,74570.0,47940.0,43520.0,62390.0,48470.0,61880.0,46970.0,62140.0,54760.0,35280.0,57530.0,36040.0,62200.0,44870.0,62200.0,39250.0,530.0,90.0,450.0,260.0,4140.0,590.0,470.0,70.0,1720.0,2490.0,1520.0,120.0,220.0,1060.0,530.0,590.0,400.0,370.0,410.0,250.00000000000003,580.0,810.0,960.0,510.0,310.0,480.0,290.0,350.0,370.0,90.0,500.00000000000006,170.0,5750.0,930.0,160.0,1340.0,400.0,410.0,1160.0,150.0,480.0,190.0,600.0,2670.0,240.0,90.0,1110.0,880.0,190.0,740.0,80.0,17.0,220.0,8.0
"Write commentaries, columns, or scripts, using computers.",write commentaries columns or scripts using computers,Write informational material.,Prepare informational or instructional materials.,Documenting/Recording Information,Broadcast News Analysts,broadcast news analysts,27-3021.00,"News Analysts, Reporters, and Journalists",27-3023,27-3023.00,"News Analysts, Reporters and Journalists",Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0226142528590069,4.729003021148036,False,4.379120769230769,4.77,91.11,0.6740739484329203,0.2,E1,E1,62200.0,43440.0,43820.0,43100.0,37450.0,62200.0,60770.0,61620.0,55600.0,105390.0,58730.0,81910.0,56730.0,51190.0,60590.0,47610.0,43540.0,45870.0,47530.0,50750.0,50090.0,63680.0,62200.0,62760.0,46490.0,45240.0,46920.0,47960.0,40420.0,78550.0,48450.0,59830.0,54610.0,100770.0,58670.0,43420.0,47880.0,48210.0,49200.0,62200.0,74570.0,47940.0,43520.0,62390.0,48470.0,61880.0,46970.0,62140.0,54760.0,35280.0,57530.0,36040.0,62200.0,44870.0,62200.0,39250.0,530.0,90.0,450.0,260.0,4140.0,590.0,470.0,70.0,1720.0,2490.0,1520.0,120.0,220.0,1060.0,530.0,590.0,400.0,370.0,410.0,250.00000000000003,580.0,810.0,960.0,510.0,310.0,480.0,290.0,350.0,370.0,90.0,500.00000000000006,170.0,5750.0,930.0,160.0,1340.0,400.0,410.0,1160.0,150.0,480.0,190.0,600.0,2670.0,240.0,90.0,1110.0,880.0,190.0,740.0,80.0,17.0,220.0,8.0
Write computer programs or scripts to be used in querying databases.,write computer programs or scripts to be used in querying databases,Develop computer or online applications.,Design computer or information systems or applications.,Thinking Creatively,Bioinformatics Technicians,bioinformatics technicians,43-9111.01,Bioinformatics Technicians,15-2099,15-2099.01,Miscellaneous Mathematical Science Occupations,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0226142528590069,4.554196330091246,False,1.418080769230769,3.53,75.7,0.757864761285093,0.7999999999999999,E1,E1,81490.0,81490.0,78580.0,81490.0,81490.0,180500.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,81090.0,81490.0,49020.0,81490.0,81490.0,81490.0,81490.0,42850.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,61400.0,81490.0,79460.0,101850.0,81490.0,81490.0,36820.0,81490.0,81490.0,81490.0,81490.0,81490.0,65110.0,93090.0,81490.0,81490.0,59990.0,65840.0,81490.0,81490.0,81490.0,81490.0,81490.0,81490.0,3720.0,50.0,90.0,77.0,31.0,120.0,68.0,40.0,12.0,17.0,30.0,100.0,15.0,20.0,1320.0,76.0,30.0,34.0,48.0,46.0,15.0,50.0,86.0,105.0,70.0,28.0,70.0,12.0,24.0,37.0,16.0,50.0,21.0,70.0,117.0,10.0,132.0,40.0,47.0,144.0,12.0,55.0,11.0,78.0,334.0,41.0,7.0,180.0,320.0,17.0,70.0,7.0,2.0,22.0,1.0
"Write cyber defense recommendations, reports, or white papers using research or experience.",write cyber defense recommendations reports or white papers using research or experience,Write reports or evaluations.,Present research or technical information.,Documenting/Recording Information,"Computer Occupations, All Other",computer occupations all other,15-1199.00,Digital Forensics Analysts,15-1299,15-1299.06,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.9175,False,0.4429259224759615,3.8665625,89.68670673076923,0.2858031574010781,0.5037113897531456,E1,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,17371.0,630.0,170.0,5510.0,268.0,19188.0,2825.0,742.0,860.0,4118.0,13710.0,4939.0,498.0,249.0,2672.0,800.0,922.0,321.0,1850.0,1202.0,900.0,4563.0,1477.0,1781.0,1001.0,347.0,14340.0,129.0,546.0,625.0,232.0,2875.0,395.0,11460.0,3612.0,175.0,6150.0,795.0,587.0,14580.0,199.0,1029.0,240.0,2617.0,13650.0,1599.0,316.0,4070.0,3438.0,809.0,1120.0,41.0,67.0,211.0,10.0
"Write cyber defense recommendations, reports, or white papers using research or experience.",write cyber defense recommendations reports or white papers using research or experience,Recommend changes to improve computer or information systems.,Advise others on the design or use of technologies.,Providing Consultation and Advice to Others,"Computer Occupations, All Other",computer occupations all other,15-1199.00,Digital Forensics Analysts,15-1299,15-1299.06,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.9175,False,0.4429259224759615,3.8665625,89.68670673076923,0.2858031574010781,0.5037113897531456,E1,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,17371.0,630.0,170.0,5510.0,268.0,19188.0,2825.0,742.0,860.0,4118.0,13710.0,4939.0,498.0,249.0,2672.0,800.0,922.0,321.0,1850.0,1202.0,900.0,4563.0,1477.0,1781.0,1001.0,347.0,14340.0,129.0,546.0,625.0,232.0,2875.0,395.0,11460.0,3612.0,175.0,6150.0,795.0,587.0,14580.0,199.0,1029.0,240.0,2617.0,13650.0,1599.0,316.0,4070.0,3438.0,809.0,1120.0,41.0,67.0,211.0,10.0
Write descriptions of the property being appraised.,write descriptions of the property being appraised,Write informational material.,Prepare informational or instructional materials.,Documenting/Recording Information,Appraisers and Assessors of Real Estate,appraisers and assessors of real estate,13-2021.00,Appraisers of Personal and Business Property,13-2022,13-2022.00,Property Appraisers and Assessors,Financial Specialists,Business and Financial Operations Occupations,2026-05-31,0.0113071264295034,4.9430290872617855,False,2.1180457692307693,4.91,100.0,0.6781957201105285,0.4,E1,E1,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,67960.0,28535.0,385.0,59.0,591.0,238.0,3320.0,524.0,309.0,88.0,128.0,1810.0,891.0,114.0,156.0,1112.0,584.0,284.0,262.0,365.0,353.0,117.0,504.0,663.0,803.0,538.0,212.0,535.0,93.0,187.0,283.0,125.0,781.0,159.0,1765.9999999999998,901.0,78.0,1012.0,311.0,358.99999999999994,1106.0,91.0,420.0,83.0,598.0,2565.0,316.0,55.0,749.0,647.0,128.0,536.0,51.0,12.0,171.0,6.0
Write detailed analysis plans and descriptions of analyses and findings for research protocols or reports.,write detailed analysis plans and descriptions of analyses and findings for research protocols or reports,Present research results to others.,Present research or technical information.,Documenting/Recording Information,Biostatisticians,biostatisticians,15-2041.01,Biostatisticians,15-2041,15-2041.01,Statisticians,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.937217478653942,False,0.1393096153846154,4.38,100.0,0.0978940139112382,1.1,E1,E1,105650.0,76400.0,105650.0,79640.0,105720.0,135960.0,109660.0,102860.0,109570.0,140670.0,108040.0,115150.0,76780.0,105650.0,119760.0,109300.0,80150.0,111780.0,112520.0,76400.0,85680.0,132620.0,96710.0,102710.0,105650.0,64670.0,66330.0,105650.0,83480.0,79750.0,96080.0,118280.0,84330.0,136020.0,115690.0,75890.0,98190.0,89540.0,93620.0,93830.0,102620.0,65450.0,105650.0,98230.0,102960.0,88610.0,82210.0,114920.0,105650.0,84660.0,107150.0,105650.0,105650.0,49730.0,105650.0,10844.0,149.0,60.0,329.0,426.0,1853.0,583.0,366.0,52.0,411.0,411.0,344.0,67.0,120.0,359.0,172.0,187.0,60.0,60.0,52.0,60.0,2040.0,1853.0,426.0,583.0,60.0,508.0,35.0,105.0,37.0,52.0,657.0,172.0,911.0,897.0,30.0,433.0,37.0,448.0,1218.0,30.0,179.0,31.0,396.0,1038.0,224.0,21.0,538.0,2211.0,67.0,187.0,19.0,4.0,172.0,2.0
Write detailed analysis plans and descriptions of analyses and findings for research protocols or reports.,write detailed analysis plans and descriptions of analyses and findings for research protocols or reports,Prepare analytical reports.,Present research or technical information.,Documenting/Recording Information,Biostatisticians,biostatisticians,15-2041.01,Biostatisticians,15-2041,15-2041.01,Statisticians,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.937217478653942,False,0.1393096153846154,4.38,100.0,0.0978940139112382,1.1,E1,E1,105650.0,76400.0,105650.0,79640.0,105720.0,135960.0,109660.0,102860.0,109570.0,140670.0,108040.0,115150.0,76780.0,105650.0,119760.0,109300.0,80150.0,111780.0,112520.0,76400.0,85680.0,132620.0,96710.0,102710.0,105650.0,64670.0,66330.0,105650.0,83480.0,79750.0,96080.0,118280.0,84330.0,136020.0,115690.0,75890.0,98190.0,89540.0,93620.0,93830.0,102620.0,65450.0,105650.0,98230.0,102960.0,88610.0,82210.0,114920.0,105650.0,84660.0,107150.0,105650.0,105650.0,49730.0,105650.0,10844.0,149.0,60.0,329.0,426.0,1853.0,583.0,366.0,52.0,411.0,411.0,344.0,67.0,120.0,359.0,172.0,187.0,60.0,60.0,52.0,60.0,2040.0,1853.0,426.0,583.0,60.0,508.0,35.0,105.0,37.0,52.0,657.0,172.0,911.0,897.0,30.0,433.0,37.0,448.0,1218.0,30.0,179.0,31.0,396.0,1038.0,224.0,21.0,538.0,2211.0,67.0,187.0,19.0,4.0,172.0,2.0
"Write fiction or nonfiction prose, such as short stories, novels, biographies, articles, descriptive or critical analyses, and essays.",write fiction or nonfiction prose such as short stories novels biographies articles descriptive or critical analyses and essays,Write material for artistic or entertainment purposes.,Write material for artistic or commercial purposes.,Documenting/Recording Information,Writers and Authors,writers and authors,27-3043.00,Writers and Authors,27-3043,27-3043.00,Writers and Editors,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.1356855171540415,4.5905337361530725,False,1.7413599999999998,4.71,100.0,0.5254308129969731,0.6,E1,E1,76910.0,66950.0,76910.0,55990.0,47970.0,86480.0,76830.0,98460.0,76910.0,129300.0,68080.0,74710.0,76910.0,56360.0,68220.0,75820.0,61010.0,65840.0,48780.0,89520.0,76910.0,104330.0,85260.0,76910.0,72810.0,54180.0,58140.0,76910.0,65470.0,63910.0,71830.0,81590.0,76910.0,76910.0,63660.0,50860.0,65930.0,58770.0,80540.0,77410.0,70190.0,51920.0,56700.0,58870.0,69990.0,64530.0,94430.0,85000.0,85700.0,64410.0,64370.0,49650.0,76910.0,43440.0,76910.0,2791.0,21.0,6.0,70.0,31.0,977.0,151.0,480.0,9.0,122.0,351.0,95.0,59.99999999999999,10.0,307.0,52.0,34.0,240.0,41.0,480.0,23.0,63.0,157.0,78.0,84.0,15.0,70.0,10.0,240.0,22.0,21.0,137.0,10.0,871.0,211.0,9.0,97.0,26.0,111.0,126.0,13.0,61.0,59.99999999999999,147.0,270.0,48.0,13.0,178.0,90.0,13.0,83.0,5.0,1.0,10.0,1.0
"Write fiction or nonfiction prose, such as short stories, novels, biographies, articles, descriptive or critical analyses, and essays.",write fiction or nonfiction prose such as short stories novels biographies articles descriptive or critical analyses and essays,Write material for artistic or entertainment purposes.,Write material for artistic or commercial purposes.,Documenting/Recording Information,"Poets, Lyricists and Creative Writers",poets lyricists and creative writers,27-3043.05,"Poets, Lyricists and Creative Writers",27-3043,27-3043.05,Writers and Editors,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.1356855171540415,4.5905337361530725,False,1.7413599999999998,4.71,100.0,0.8948887230325955,0.6,E1,E1,76910.0,66950.0,76910.0,55990.0,47970.0,86480.0,76830.0,98460.0,76910.0,129300.0,68080.0,74710.0,76910.0,56360.0,68220.0,75820.0,61010.0,65840.0,48780.0,89520.0,76910.0,104330.0,85260.0,76910.0,72810.0,54180.0,58140.0,76910.0,65470.0,63910.0,71830.0,81590.0,76910.0,76910.0,63660.0,50860.0,65930.0,58770.0,80540.0,77410.0,70190.0,51920.0,56700.0,58870.0,69990.0,64530.0,94430.0,85000.0,85700.0,64410.0,64370.0,49650.0,76910.0,43440.0,76910.0,45149.0,339.0,94.0,1130.0,509.0,15803.0,2449.0,480.0,139.0,1978.0,5669.0,1545.0,60.0,170.0,4973.0,848.0,546.0,240.0,659.0,480.0,377.0,1017.0,2543.0,1270.0,1356.0,245.0,1130.0,170.0,240.0,358.0,339.0,2223.0,170.0,14089.0,3409.0,151.0,1563.0,414.0,1789.0,2034.0,207.0,979.0,60.0,2373.0,4370.0,772.0,207.0,2882.0,1450.0,207.0,1337.0,81.0,19.0,170.0,9.0
"Write for technical magazines, journals, and trade association publications.",write for technical magazines journals and trade association publications,"Write articles, books or other original materials in area of expertise.",Write material for artistic or commercial purposes.,Documenting/Recording Information,Materials Engineers,materials engineers,17-2131.00,Materials Engineers,17-2131,17-2131.00,Materials Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.966200000000001,False,0.5412796153846153,3.16,90.48,0.3961531617633788,0.9060443842684858,E1,E1,112860.0,107580.0,123360.0,106810.0,103900.0,128470.0,124030.0,122300.0,131320.0,112860.0,118780.0,100840.0,112860.0,105820.0,126620.0,101120.0,64270.0,100000.0,100620.0,128670.0,97110.0,140640.0,114100.0,94050.0,106220.0,78700.0,98860.0,76030.0,98270.0,99010.0,101290.0,106920.0,165600.0,125900.0,104240.0,112860.0,106510.0,99950.0,122850.0,98030.0,87180.0,121610.0,112860.0,91940.0,117700.0,88080.0,112860.0,116720.0,139840.0,112860.0,96210.0,110970.0,112860.0,112860.0,112860.0,22770.0,650.0,70.0,580.0,90.0,3020.0,810.0,420.0,40.0,102.0,690.0,700.0,91.0,90.0,290.0,570.0,200.0,270.0,280.0,90.0,100.0,740.0,1360.0,810.0,150.0,100.0,300.0,90.0,160.0,100.0,70.0,260.0,450.0,590.0,640.0,62.0,1790.0,240.0,120.0,720.0,50.0,600.0,67.0,330.0,1440.0,460.0,44.0,620.0,1000.0,102.0,280.0,40.0,10.0,137.0,5.0
"Write humorous material for publication, or for performances such as comedy routines, gags, and comedy shows.",write humorous material for publication or for performances such as comedy routines gags and comedy shows,Write material for artistic or entertainment purposes.,Write material for artistic or commercial purposes.,Documenting/Recording Information,"Poets, Lyricists and Creative Writers",poets lyricists and creative writers,27-3043.05,"Poets, Lyricists and Creative Writers",27-3043,27-3043.05,Writers and Editors,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0339213792885103,4.85621905627968,False,0.2538461538461538,3.38,38.1,0.0886643629567282,0.7,E1,E1,76910.0,66950.0,76910.0,55990.0,47970.0,86480.0,76830.0,98460.0,76910.0,129300.0,68080.0,74710.0,76910.0,56360.0,68220.0,75820.0,61010.0,65840.0,48780.0,89520.0,76910.0,104330.0,85260.0,76910.0,72810.0,54180.0,58140.0,76910.0,65470.0,63910.0,71830.0,81590.0,76910.0,76910.0,63660.0,50860.0,65930.0,58770.0,80540.0,77410.0,70190.0,51920.0,56700.0,58870.0,69990.0,64530.0,94430.0,85000.0,85700.0,64410.0,64370.0,49650.0,76910.0,43440.0,76910.0,45149.0,339.0,94.0,1130.0,509.0,15803.0,2449.0,480.0,139.0,1978.0,5669.0,1545.0,60.0,170.0,4973.0,848.0,546.0,240.0,659.0,480.0,377.0,1017.0,2543.0,1270.0,1356.0,245.0,1130.0,170.0,240.0,358.0,339.0,2223.0,170.0,14089.0,3409.0,151.0,1563.0,414.0,1789.0,2034.0,207.0,979.0,60.0,2373.0,4370.0,772.0,207.0,2882.0,1450.0,207.0,1337.0,81.0,19.0,170.0,9.0
Write information in medical records or provide narrative summaries to communicate patient information to other health care providers.,write information in medical records or provide narrative summaries to communicate patient information to other health care providers,Prepare reports summarizing patient diagnostic or care activities.,Prepare health or medical documents.,Documenting/Recording Information,Nurse Midwives,nurse midwives,29-1161.00,Nurse Midwives,29-1161,29-1161.00,Nurse Midwives,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0113071264295034,4.93969396939694,False,5.184896923076924,4.7,100.0,0.4365415000000001,0.1,E2,E1,134040.0,134040.0,133430.0,140960.0,134040.0,203840.0,137610.0,130790.0,127510.0,101450.0,127460.0,105510.0,170110.0,134040.0,120840.0,101630.0,131360.0,134040.0,134040.0,119280.0,133270.0,140120.0,159800.0,125140.0,134810.0,134040.0,130220.0,134040.0,138880.0,134040.0,142960.0,153970.0,123350.0,144510.0,126040.0,72630.0,127730.0,134040.0,146900.0,119990.0,135180.0,122390.0,134040.0,116980.0,123380.0,130930.0,151030.0,135710.0,158970.0,134040.0,133070.0,134040.0,134040.0,134040.0,134040.0,7920.0,107.0,60.0,80.0,66.0,870.0,180.0,150.0,25.0,70.0,460.0,300.0,32.0,43.0,280.0,170.0,80.0,73.0,101.0,60.0,50.0,240.0,280.0,430.0,410.0,59.0,80.0,26.0,52.0,79.0,60.0,120.0,50.0,360.0,240.0,22.0,180.0,86.0,240.0,320.0,80.0,100.0,23.0,330.0,290.0,140.0,60.0,208.0,170.0,35.0,200.0,14.0,3.0,47.0,2.0
Write information in medical records or provide narrative summaries to communicate patient information to other health care providers.,write information in medical records or provide narrative summaries to communicate patient information to other health care providers,Inform medical professionals regarding patient conditions and care.,Confer with healthcare or other professionals about patient care.,"Communicating with Supervisors, Peers, or Subordinates",Nurse Midwives,nurse midwives,29-1161.00,Nurse Midwives,29-1161,29-1161.00,Nurse Midwives,Healthcare Diagnosing or Treating Practitioners,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0113071264295034,4.93969396939694,False,5.184896923076924,4.7,100.0,0.4365415000000001,0.1,E2,E1,134040.0,134040.0,133430.0,140960.0,134040.0,203840.0,137610.0,130790.0,127510.0,101450.0,127460.0,105510.0,170110.0,134040.0,120840.0,101630.0,131360.0,134040.0,134040.0,119280.0,133270.0,140120.0,159800.0,125140.0,134810.0,134040.0,130220.0,134040.0,138880.0,134040.0,142960.0,153970.0,123350.0,144510.0,126040.0,72630.0,127730.0,134040.0,146900.0,119990.0,135180.0,122390.0,134040.0,116980.0,123380.0,130930.0,151030.0,135710.0,158970.0,134040.0,133070.0,134040.0,134040.0,134040.0,134040.0,7920.0,107.0,60.0,80.0,66.0,870.0,180.0,150.0,25.0,70.0,460.0,300.0,32.0,43.0,280.0,170.0,80.0,73.0,101.0,60.0,50.0,240.0,280.0,430.0,410.0,59.0,80.0,26.0,52.0,79.0,60.0,120.0,50.0,360.0,240.0,22.0,180.0,86.0,240.0,320.0,80.0,100.0,23.0,330.0,290.0,140.0,60.0,208.0,170.0,35.0,200.0,14.0,3.0,47.0,2.0
Write instructional articles on designated subjects.,write instructional articles on designated subjects,"Write articles, books or other original materials in area of expertise.",Write material for artistic or commercial purposes.,Documenting/Recording Information,Self-Enrichment Education Teachers,selfenrichment education teachers,25-3021.00,Self-Enrichment Teachers,25-3021,25-3021.00,Self-Enrichment Teachers,Other Teachers and Instructors,Educational Instruction and Library Occupations,2026-05-31,0.0339213792885103,4.874061467614377,False,0.1205584615384615,2.37,32.94,0.0317761363245626,0.7,E1,E1,46800.0,38430.0,47710.0,44110.0,30810.0,49570.0,44710.0,55240.0,34730.0,66430.0,45830.0,52320.0,51960.0,36490.0,44230.0,36980.0,35670.0,41290.0,39990.0,37760.0,46720.0,51630.0,49430.0,40350.0,45660.0,38770.0,43090.0,45050.0,38240.0,47020.0,59880.0,53780.0,45890.0,57790.0,41710.0,35100.0,37360.0,38010.0,53790.0,41740.0,41960.0,39800.0,49720.0,38730.0,36140.0,43580.0,53190.0,49160.0,48020.0,45010.0,37820.0,46640.0,46800.0,36110.0,37590.0,332110.0,2130.0,190.0,2330.0,900.0,60260.0,9700.0,5080.0,260.0,600.0,11800.0,10030.0,1730.0,2190.0,15030.0,3710.0,2910.0,1070.0,1630.0,3030.0,1120.0,6570.0,11950.0,7190.0,9050.0,690.0,5010.0,1070.0,3360.0,1690.0,1820.0,13380.0,1840.0,31120.0,9320.0,470.0,8860.0,2710.0,5580.0,15270.0,1400.0,3430.0,140.0,3530.0,16680.0,5180.0,1190.0,8730.0,12890.0,540.0,5140.0,610.0,141.0,880.0,50.0
"Write materials for research publications, such as maps, tables, and reports, to disseminate findings.",write materials for research publications such as maps tables and reports to disseminate findings,Prepare graphics or other visual representations of information.,Create visual designs or displays.,Thinking Creatively,Geological and Petroleum Technicians,geological and petroleum technicians,19-4041.00,Hydrologic Technicians,19-4044,19-4044.00,Environmental Science and Geoscience Technicians,"Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.818200000000001,False,0.384268783229638,3.743014705882353,90.18404411764706,0.2943057860740843,0.7178034274636526,E2,E1,60976.66666666666,52541.1111111111,66014.44444444444,60166.66666666666,56401.1111111111,70330.0,58446.66666666666,60976.66666666666,60976.66666666666,60976.66666666666,57873.333333333336,56083.333333333336,60976.66666666666,52193.333333333336,53006.66666666666,67081.11111111111,60976.66666666666,58127.777777777774,60060.0,63153.333333333336,60976.66666666666,79043.33333333333,69756.66666666667,60271.1111111111,60976.66666666666,60976.66666666666,73285.55555555555,54206.66666666666,61704.44444444444,70340.0,63518.88888888888,63785.55555555556,72980.0,62510.0,55756.66666666666,57731.1111111111,51043.333333333336,56281.1111111111,60036.66666666666,59406.66666666666,60976.66666666666,58371.1111111111,60976.66666666666,41536.66666666666,74546.66666666667,60976.66666666666,60976.66666666666,54556.66666666666,78130.0,55270.0,60392.22222222222,61674.44444444444,60976.66666666666,58432.22222222222,60976.66666666666,4220.0,57.0,29.33333333333333,62.333333333333336,33.33333333333333,360.0,81.33333333333334,46.0,13.0,19.0,260.0,50.0,17.0,56.66666666666667,136.0,86.0,42.0,39.0,40.0,80.0,17.0,43.333333333333336,53.333333333333336,129.33333333333331,80.0,31.0,53.0,80.0,28.0,106.66666666666669,39.333333333333336,65.33333333333333,41.0,126.66666666666666,156.66666666666666,38.0,96.66666666666669,167.33333333333331,76.66666666666667,146.66666666666669,14.0,71.33333333333334,12.0,95.33333333333331,910.0,47.0,8.0,63.66666666666667,78.66666666666666,32.666666666666664,59.66666666666667,35.333333333333336,2.0,28.333333333333336,1.0
"Write materials for research publications, such as maps, tables, and reports, to disseminate findings.",write materials for research publications such as maps tables and reports to disseminate findings,Write reports or evaluations.,Present research or technical information.,Documenting/Recording Information,Geological and Petroleum Technicians,geological and petroleum technicians,19-4041.00,Hydrologic Technicians,19-4044,19-4044.00,Environmental Science and Geoscience Technicians,"Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.818200000000001,False,0.384268783229638,3.743014705882353,90.18404411764706,0.2943057860740843,0.7178034274636526,E2,E1,60976.66666666666,52541.1111111111,66014.44444444444,60166.66666666666,56401.1111111111,70330.0,58446.66666666666,60976.66666666666,60976.66666666666,60976.66666666666,57873.333333333336,56083.333333333336,60976.66666666666,52193.333333333336,53006.66666666666,67081.11111111111,60976.66666666666,58127.777777777774,60060.0,63153.333333333336,60976.66666666666,79043.33333333333,69756.66666666667,60271.1111111111,60976.66666666666,60976.66666666666,73285.55555555555,54206.66666666666,61704.44444444444,70340.0,63518.88888888888,63785.55555555556,72980.0,62510.0,55756.66666666666,57731.1111111111,51043.333333333336,56281.1111111111,60036.66666666666,59406.66666666666,60976.66666666666,58371.1111111111,60976.66666666666,41536.66666666666,74546.66666666667,60976.66666666666,60976.66666666666,54556.66666666666,78130.0,55270.0,60392.22222222222,61674.44444444444,60976.66666666666,58432.22222222222,60976.66666666666,4220.0,57.0,29.33333333333333,62.333333333333336,33.33333333333333,360.0,81.33333333333334,46.0,13.0,19.0,260.0,50.0,17.0,56.66666666666667,136.0,86.0,42.0,39.0,40.0,80.0,17.0,43.333333333333336,53.333333333333336,129.33333333333331,80.0,31.0,53.0,80.0,28.0,106.66666666666669,39.333333333333336,65.33333333333333,41.0,126.66666666666666,156.66666666666666,38.0,96.66666666666669,167.33333333333331,76.66666666666667,146.66666666666669,14.0,71.33333333333334,12.0,95.33333333333331,910.0,47.0,8.0,63.66666666666667,78.66666666666666,32.666666666666664,59.66666666666667,35.333333333333336,2.0,28.333333333333336,1.0
"Write narrative, dramatic, lyric, or other types of poetry for publication.",write narrative dramatic lyric or other types of poetry for publication,Write material for artistic or entertainment purposes.,Write material for artistic or commercial purposes.,Documenting/Recording Information,"Poets, Lyricists and Creative Writers",poets lyricists and creative writers,27-3043.05,"Poets, Lyricists and Creative Writers",27-3043,27-3043.05,Writers and Editors,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0113071264295034,4.827120693129156,False,1.6599930769230768,4.36,63.64,0.761443332126366,0.7,E1,E1,76910.0,66950.0,76910.0,55990.0,47970.0,86480.0,76830.0,98460.0,76910.0,129300.0,68080.0,74710.0,76910.0,56360.0,68220.0,75820.0,61010.0,65840.0,48780.0,89520.0,76910.0,104330.0,85260.0,76910.0,72810.0,54180.0,58140.0,76910.0,65470.0,63910.0,71830.0,81590.0,76910.0,76910.0,63660.0,50860.0,65930.0,58770.0,80540.0,77410.0,70190.0,51920.0,56700.0,58870.0,69990.0,64530.0,94430.0,85000.0,85700.0,64410.0,64370.0,49650.0,76910.0,43440.0,76910.0,45149.0,339.0,94.0,1130.0,509.0,15803.0,2449.0,480.0,139.0,1978.0,5669.0,1545.0,60.0,170.0,4973.0,848.0,546.0,240.0,659.0,480.0,377.0,1017.0,2543.0,1270.0,1356.0,245.0,1130.0,170.0,240.0,358.0,339.0,2223.0,170.0,14089.0,3409.0,151.0,1563.0,414.0,1789.0,2034.0,207.0,979.0,60.0,2373.0,4370.0,772.0,207.0,2882.0,1450.0,207.0,1337.0,81.0,19.0,170.0,9.0
Write new functions or applications in programming languages to conduct analyses.,write new functions or applications in programming languages to conduct analyses,Write computer programming code.,Program computer systems or production equipment.,Working with Computers,"Mathematical Science Occupations, All Other",mathematical science occupations all other,15-2099.00,Data Scientists,15-2051,15-2051.00,Data Scientists,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.1130712642950345,4.755889724310777,False,0.7017486425339367,3.8847058823529417,86.53588235294117,0.63112665510505,0.8948999160105984,E1,E1,120230.0,103120.0,84110.0,107240.0,109390.0,141590.0,117400.0,126340.0,120230.0,126490.0,115820.0,104340.0,102130.0,89380.0,106560.0,91470.0,95830.0,98130.0,91760.0,78760.0,90880.0,136370.0,131750.0,100590.0,128800.0,69490.0,97090.0,100490.0,98230.0,98540.0,100620.0,135280.0,95850.0,130460.0,119090.0,81900.0,102630.0,86310.0,125990.0,106850.0,102440.0,91990.0,96150.0,100330.0,122090.0,108090.0,127070.0,126430.0,163350.0,85090.0,106680.0,120230.0,120230.0,80350.0,120230.0,7755.0,154.0,20.0,404.0,47.0,3485.0,557.0,156.0,68.0,238.0,908.0,821.0,27.0,120.0,933.0,317.0,204.0,43.0,137.0,115.0,107.0,296.0,835.0,652.0,356.0,39.0,419.0,20.0,176.0,149.0,98.0,570.0,50.0,2125.0,1013.0,19.0,541.0,168.0,190.0,1224.0,103.0,3750.0,20.0,247.0,2293.0,387.0,200.0,791.0,851.0,35.0,387.0,14.0,3.0,100.0,2.0
"Write new programs or modify existing programs to meet customer requirements, using current programming languages and technologies.",write new programs or modify existing programs to meet customer requirements using current programming languages and technologies,Modify software programs to improve performance.,Design computer or information systems or applications.,Thinking Creatively,Data Warehousing Specialists,data warehousing specialists,15-1199.07,Data Warehousing Specialists,15-1243,15-1243.01,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,1.5264620679829668,4.610453451043339,False,0.6269857692307692,3.91,100.0,0.8498798751588282,1.601552644257978,E2,E1,139500.0,105450.0,112500.0,156100.0,104070.0,170160.0,154560.0,144460.0,147800.0,150010.0,138320.0,139500.0,134040.0,121380.0,142500.0,132830.0,124040.0,129990.0,125400.0,139500.0,133120.0,132940.0,161650.0,131000.0,133050.0,98420.0,110570.0,109990.0,134320.0,140200.0,139990.0,120790.0,117950.0,141350.0,134630.0,109430.0,132910.0,110110.0,138250.0,139500.0,140320.0,130000.0,136540.0,115170.0,151370.0,131740.0,139500.0,160360.0,128760.0,139500.0,137810.0,139500.0,139500.0,95620.0,139500.0,33570.0,270.0,70.0,1200.0,360.0,6210.0,1950.0,1140.0,104.0,790.0,1810.0,2590.0,60.0,260.0,1590.0,500.0,240.0,360.0,350.0,415.0,190.0,1370.0,2690.0,1390.0,1240.0,100.0,1410.0,110.0,673.0,420.0,120.0,3090.0,120.0,3850.0,4070.0,60.0,1820.0,860.0,730.0,2840.0,160.0,1160.0,40.0,650.0,8270.0,630.0,65.0,5260.0,2990.0,120.0,520.0,160.0,14.0,60.0,7.0
"Write new programs or modify existing programs to meet customer requirements, using current programming languages and technologies.",write new programs or modify existing programs to meet customer requirements using current programming languages and technologies,Design software applications.,Design computer or information systems or applications.,Thinking Creatively,Data Warehousing Specialists,data warehousing specialists,15-1199.07,Data Warehousing Specialists,15-1243,15-1243.01,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,1.5264620679829668,4.610453451043339,False,0.6269857692307692,3.91,100.0,0.8498798751588282,1.601552644257978,E2,E1,139500.0,105450.0,112500.0,156100.0,104070.0,170160.0,154560.0,144460.0,147800.0,150010.0,138320.0,139500.0,134040.0,121380.0,142500.0,132830.0,124040.0,129990.0,125400.0,139500.0,133120.0,132940.0,161650.0,131000.0,133050.0,98420.0,110570.0,109990.0,134320.0,140200.0,139990.0,120790.0,117950.0,141350.0,134630.0,109430.0,132910.0,110110.0,138250.0,139500.0,140320.0,130000.0,136540.0,115170.0,151370.0,131740.0,139500.0,160360.0,128760.0,139500.0,137810.0,139500.0,139500.0,95620.0,139500.0,33570.0,270.0,70.0,1200.0,360.0,6210.0,1950.0,1140.0,104.0,790.0,1810.0,2590.0,60.0,260.0,1590.0,500.0,240.0,360.0,350.0,415.0,190.0,1370.0,2690.0,1390.0,1240.0,100.0,1410.0,110.0,673.0,420.0,120.0,3090.0,120.0,3850.0,4070.0,60.0,1820.0,860.0,730.0,2840.0,160.0,1160.0,40.0,650.0,8270.0,630.0,65.0,5260.0,2990.0,120.0,520.0,160.0,14.0,60.0,7.0
"Write new programs or modify existing programs to meet customer requirements, using current programming languages and technologies.",write new programs or modify existing programs to meet customer requirements using current programming languages and technologies,Write computer programming code.,Program computer systems or production equipment.,Working with Computers,Data Warehousing Specialists,data warehousing specialists,15-1199.07,Data Warehousing Specialists,15-1243,15-1243.01,Database and Network Administrators and Architects,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,1.5264620679829668,4.610453451043339,False,0.6269857692307692,3.91,100.0,0.8498798751588282,1.601552644257978,E2,E1,139500.0,105450.0,112500.0,156100.0,104070.0,170160.0,154560.0,144460.0,147800.0,150010.0,138320.0,139500.0,134040.0,121380.0,142500.0,132830.0,124040.0,129990.0,125400.0,139500.0,133120.0,132940.0,161650.0,131000.0,133050.0,98420.0,110570.0,109990.0,134320.0,140200.0,139990.0,120790.0,117950.0,141350.0,134630.0,109430.0,132910.0,110110.0,138250.0,139500.0,140320.0,130000.0,136540.0,115170.0,151370.0,131740.0,139500.0,160360.0,128760.0,139500.0,137810.0,139500.0,139500.0,95620.0,139500.0,33570.0,270.0,70.0,1200.0,360.0,6210.0,1950.0,1140.0,104.0,790.0,1810.0,2590.0,60.0,260.0,1590.0,500.0,240.0,360.0,350.0,415.0,190.0,1370.0,2690.0,1390.0,1240.0,100.0,1410.0,110.0,673.0,420.0,120.0,3090.0,120.0,3850.0,4070.0,60.0,1820.0,860.0,730.0,2840.0,160.0,1160.0,40.0,650.0,8270.0,630.0,65.0,5260.0,2990.0,120.0,520.0,160.0,14.0,60.0,7.0
Write new scripts for broadcasts.,write new scripts for broadcasts,Write informational material.,Prepare informational or instructional materials.,Documenting/Recording Information,"Camera Operators, Television, Video, and Motion Picture",camera operators television video and motion picture,27-4031.00,"Camera Operators, Television, Video, and Film",27-4031,27-4031.00,"Television, Video, and Film Camera Operators and Editors",Media and Communication Equipment Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0113071264295034,4.724387304138208,False,0.3599111538461538,3.48,59.34,0.1668930582988371,0.7999999999999999,E1,E1,74990.0,61800.0,83620.0,68250.0,48680.0,106900.0,74990.0,65630.0,74990.0,98300.0,62220.0,85050.0,44230.0,58140.0,100170.0,56810.0,57220.0,60690.0,53790.0,58440.0,37590.0,65870.0,61320.0,55290.0,51420.0,49920.0,74990.0,50910.0,46180.0,62110.0,45880.0,74990.0,49050.0,93410.0,62720.0,53650.0,64860.0,48620.0,74990.0,51760.0,49790.0,57940.0,44160.0,57030.0,63110.0,73450.0,46350.0,58440.0,60250.0,43390.0,52810.0,74990.0,74990.0,38380.0,74990.0,21550.0,220.0,50.0,520.0,60.0,4700.0,300.0,170.0,67.0,240.0,970.0,570.0,90.0,120.0,1060.0,200.0,90.0,110.0,170.0,270.0,70.0,290.0,370.0,380.0,300.0,60.0,170.0,110.0,100.0,320.0,94.0,750.0,290.0,2930.0,380.0,40.0,520.0,220.0,280.0,670.0,50.0,40.0,50.0,460.0,1100.0,240.0,130.0,420.0,440.0,60.0,300.0,39.0,9.0,150.0,4.0
"Write online blog entries that address news developments or offer additional information, opinions, or commentary on news events.",write online blog entries that address news developments or offer additional information opinions or commentary on news events,Write informational material.,Prepare informational or instructional materials.,Documenting/Recording Information,Broadcast News Analysts,broadcast news analysts,27-3021.00,"News Analysts, Reporters, and Journalists",27-3023,27-3023.00,"News Analysts, Reporters and Journalists",Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0113071264295034,4.8771,False,1.41114,3.35,81.82,0.0996521354080149,0.1,E1,E1,62200.0,43440.0,43820.0,43100.0,37450.0,62200.0,60770.0,61620.0,55600.0,105390.0,58730.0,81910.0,56730.0,51190.0,60590.0,47610.0,43540.0,45870.0,47530.0,50750.0,50090.0,63680.0,62200.0,62760.0,46490.0,45240.0,46920.0,47960.0,40420.0,78550.0,48450.0,59830.0,54610.0,100770.0,58670.0,43420.0,47880.0,48210.0,49200.0,62200.0,74570.0,47940.0,43520.0,62390.0,48470.0,61880.0,46970.0,62140.0,54760.0,35280.0,57530.0,36040.0,62200.0,44870.0,62200.0,39250.0,530.0,90.0,450.0,260.0,4140.0,590.0,470.0,70.0,1720.0,2490.0,1520.0,120.0,220.0,1060.0,530.0,590.0,400.0,370.0,410.0,250.00000000000003,580.0,810.0,960.0,510.0,310.0,480.0,290.0,350.0,370.0,90.0,500.00000000000006,170.0,5750.0,930.0,160.0,1340.0,400.0,410.0,1160.0,150.0,480.0,190.0,600.0,2670.0,240.0,90.0,1110.0,880.0,190.0,740.0,80.0,17.0,220.0,8.0
Write or contribute to instructions or manuals to guide end users.,write or contribute to instructions or manuals to guide end users,Prepare instruction manuals.,Prepare informational or instructional materials.,Documenting/Recording Information,Computer Programmers,computer programmers,15-1131.00,Computer Programmers,15-1251,15-1251.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.893983103235112,False,0.3548869230769231,3.27,85.01,0.0476657134608562,0.2,E1,E1,100390.0,93800.0,91700.0,88990.0,111840.0,116760.0,104610.0,133820.0,100390.0,100390.0,93180.0,98380.0,118180.0,89020.0,72540.0,97000.0,79180.0,92960.0,94850.0,100390.0,101780.0,125570.0,128390.0,65860.0,107250.0,85120.0,90420.0,89920.0,95150.0,93600.0,74000.0,104940.0,83750.0,103980.0,81070.0,92280.0,85270.0,99780.0,99540.0,89180.0,96470.0,99740.0,58240.0,100390.0,99330.0,104890.0,89560.0,121610.0,125620.0,65320.0,100390.0,81640.0,100390.0,51310.0,100390.0,92230.0,890.0,530.0,1560.0,1050.0,11340.0,930.0,1650.0,450.0,230.0,4760.0,1890.0,450.0,505.0,1280.0,1520.0,950.0,460.0,950.0,1580.0,450.0,2490.0,1930.0,4400.0,2070.0,1170.0,1520.0,301.0,1090.0,840.0,403.0,3930.0,600.0,7020.0,4120.0,190.0,2100.0,990.0,1370.0,3120.0,250.0,790.0,70.0,920.0,7620.0,690.0,170.0,3070.0,2540.0,140.0,3080.0,60.0,39.0,920.0,19.0
Write or edit copy for clients.,write or edit copy for clients,Edit written materials.,Edit written materials or documents.,Making Decisions and Solving Problems,Graphic Designers,graphic designers,27-1024.00,Graphic Designers,27-1024,27-1024.00,Designers,Art and Design Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.4183636778916279,4.852402976070782,False,0.3416415384615384,2.82,90.0,0.0235474981312161,0.1,,,62960.0,51070.0,62570.0,58510.0,46220.0,75130.0,66330.0,72700.0,60130.0,87920.0,61660.0,60250.0,58070.0,50350.0,62560.0,55480.0,50310.0,53630.0,52960.0,49910.0,60030.0,75120.0,76710.0,57350.0,63860.0,45640.0,56750.0,56890.0,56700.0,62890.0,60490.0,73790.0,56730.0,77340.0,58450.0,56470.0,60080.0,53630.0,66040.0,60730.0,78220.0,57170.0,48390.0,57270.0,60150.0,62310.0,65690.0,72310.0,72710.0,40350.0,59900.0,45150.0,33800.0,34180.0,62960.0,197830.0,1760.0,180.0,3560.0,1390.0,27390.0,4200.0,1930.0,360.0,1150.0,12660.0,5920.0,520.0,920.0,8960.0,3450.0,2100.0,1730.0,2060.0,1750.0,560.0,3050.0,4450.0,6070.0,5570.0,830.0,4500.0,610.0,1670.0,1570.0,790.0,5670.0,850.0,14530.0,5660.0,460.0,7280.0,2040.0,4140.0,8150.0,750.0,1930.0,470.0,3880.000000000001,13670.0,2720.0,410.0,4740.0,3960.0,520.0,4130.0,240.0,70.0,1280.0,41.0
Write or edit copy for clients.,write or edit copy for clients,Write advertising or promotional material.,Write material for artistic or commercial purposes.,Documenting/Recording Information,Graphic Designers,graphic designers,27-1024.00,Graphic Designers,27-1024,27-1024.00,Designers,Art and Design Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.4183636778916279,4.852402976070782,False,0.3416415384615384,2.82,90.0,0.0235474981312161,0.1,,,62960.0,51070.0,62570.0,58510.0,46220.0,75130.0,66330.0,72700.0,60130.0,87920.0,61660.0,60250.0,58070.0,50350.0,62560.0,55480.0,50310.0,53630.0,52960.0,49910.0,60030.0,75120.0,76710.0,57350.0,63860.0,45640.0,56750.0,56890.0,56700.0,62890.0,60490.0,73790.0,56730.0,77340.0,58450.0,56470.0,60080.0,53630.0,66040.0,60730.0,78220.0,57170.0,48390.0,57270.0,60150.0,62310.0,65690.0,72310.0,72710.0,40350.0,59900.0,45150.0,33800.0,34180.0,62960.0,197830.0,1760.0,180.0,3560.0,1390.0,27390.0,4200.0,1930.0,360.0,1150.0,12660.0,5920.0,520.0,920.0,8960.0,3450.0,2100.0,1730.0,2060.0,1750.0,560.0,3050.0,4450.0,6070.0,5570.0,830.0,4500.0,610.0,1670.0,1570.0,790.0,5670.0,850.0,14530.0,5660.0,460.0,7280.0,2040.0,4140.0,8150.0,750.0,1930.0,470.0,3880.000000000001,13670.0,2720.0,410.0,4740.0,3960.0,520.0,4130.0,240.0,70.0,1280.0,41.0
"Write or maintain archived procedures, procedural codes, or queries for applications.",write or maintain archived procedures procedural codes or queries for applications,Develop procedures for data management.,Develop operational or technical procedures or standards.,Developing Objectives and Strategies,Medical Records and Health Information Technicians,medical records and health information technicians,29-2071.00,Health Information Technologists and Medical Registrars,29-9021,29-9021.00,Health Information Technologists and Medical Registrars,Other Healthcare Practitioners and Technical Occupations,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.288320423970648,False,0.1980047115384615,3.999,94.219,0.7287529047246872,2.117518548334823,E1,E1,58374.28571428572,50051.83673469388,65380.0,48962.857142857145,63837.142857142855,74212.85714285714,67355.71428571429,67454.28571428571,61558.57142857143,73505.71428571429,59127.142857142855,59530.0,58358.57142857143,54677.142857142855,59157.142857142855,47155.71428571428,63480.0,53247.142857142855,48804.28571428572,53614.28571428572,51331.42857142857,61000.0,69380.0,56275.71428571428,74057.14285714286,43857.142857142855,54448.57142857143,62597.142857142855,50748.57142857143,56004.28571428572,62842.857142857145,55254.28571428572,50840.0,67548.57142857143,55358.57142857143,61232.857142857145,59707.142857142855,49924.28571428572,70670.0,52471.42857142857,67457.14285714286,50101.42857142857,55522.857142857145,55542.857142857145,60842.857142857145,62491.42857142857,64232.857142857145,55762.857142857145,61142.857142857145,53347.142857142855,72700.0,68931.42857142857,47000.40816326531,27582.85714285714,58374.28571428572,127597.14285714288,2069.8571428571427,641.4285714285714,2528.5714285714284,1552.7142857142858,11937.14285714286,1175.7142857142858,717.1428571428571,517.8571428571429,188.57142857142856,13291.428571428572,4087.142857142857,292.8571428571429,1091.4285714285716,3665.714285714286,3794.285714285714,1401.4285714285716,1421.428571428571,2971.428571428572,1575.7142857142858,657.1428571428572,1895.7142857142856,2377.1428571428573,3231.428571428572,2245.714285714286,1371.4285714285716,2621.428571428571,550.0,1048.5714285714284,1450.0,604.2857142857143,3262.8571428571427,851.4285714285714,6045.714285714285,4878.571428571428,322.8571428571429,5322.857142857143,1678.5714285714284,1745.7142857142858,4450.0,392.8571428571429,1772.857142857143,574.2857142857143,2785.714285714286,11068.571428571428,1697.857142857143,176.0,2975.714285714286,3149.9999999999995,762.8571428571429,1918.571428571429,181.42857142857144,63.142857142857146,1095.7142857142856,26.0
Write original literary pieces.,write original literary pieces,"Write articles, books or other original materials in area of expertise.",Write material for artistic or commercial purposes.,Documenting/Recording Information,"English Language and Literature Teachers, Postsecondary",english language and literature teachers postsecondary,25-1123.00,"English Language and Literature Teachers, Postsecondary",25-1123,25-1123.00,"Arts, Communications, History, and Humanities Teachers, Postsecondary",Postsecondary Teachers,Educational Instruction and Library Occupations,2026-05-31,0.0113071264295034,4.807196129812538,False,0.6631376923076923,2.84,56.66,0.3625962745918794,0.8999999999999999,E1,E1,78760.0,62910.0,82770.0,76990.0,56520.0,130490.0,72910.0,97310.0,97100.0,82300.0,59740.0,65530.0,78760.0,78760.0,77570.0,69180.0,79720.0,62340.0,65090.0,60350.0,84290.0,83760.0,83980.0,90240.0,84200.0,60680.0,73070.0,73160.0,78450.0,85830.0,98650.0,78760.0,66450.0,84850.0,63370.0,63690.0,65140.0,53200.0,91870.0,80670.0,79190.0,64470.0,62960.0,64220.0,78900.0,73280.0,86870.0,67330.0,79840.0,63280.0,80800.0,62030.0,78760.0,73490.0,78760.0,57720.0,1040.0,90.0,870.0,320.0,5460.0,1220.0,940.0,179.0,410.0,2480.0,1140.0,231.0,316.0,2570.0,1000.0,510.0,460.0,540.0,430.0,230.0,830.0,2900.0,1730.0,920.0,530.0,1040.0,130.0,500.0,280.0,230.0,1950.0,230.0,6110.0,2140.0,120.0,2240.0,500.0,960.0,2530.0,540.0,840.0,110.0,1150.0,4310.0,420.0,170.0,1810.0,1000.0,250.0,840.0,140.0,25.0,130.0,12.0
"Write original or adapted material for dramas, comedies, puppet shows, narration, or other performances.",write original or adapted material for dramas comedies puppet shows narration or other performances,Write material for artistic or entertainment purposes.,Write material for artistic or commercial purposes.,Documenting/Recording Information,Actors,actors,27-2011.00,Actors,27-2011,27-2011.00,"Actors, Producers, and Directors","Entertainers and Performers, Sports and Related Workers","Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.124378390724538,4.39746937135971,False,0.8322238461538461,3.39,53.47,0.39612656474384,0.7999999999999999,E1,E1,81670.0,51396.80000000001,81670.0,44012.80000000001,40539.2,81670.0,81670.0,58052.80000000001,81670.0,81670.0,39748.8,41080.0,81670.0,81670.0,31200.0,81670.0,81670.0,81670.0,39208.0,81670.0,81670.0,76918.4,81670.0,81670.0,39416.0,49316.80000000001,39936.0,81670.0,81670.0,26540.8,81670.0,50523.19999999999,81670.0,59155.2,39166.4,81670.0,28100.8,81670.0,62004.8,46072.0,81670.0,81670.0,81670.0,45385.6,53788.8,81670.0,81670.0,81670.0,81670.0,81670.0,81670.0,81670.0,81670.0,81670.0,81670.0,55000.0,150.0,114.0,380.0,70.0,26170.0,200.0,180.0,170.0,247.0,6400.0,1520.0,220.0,301.0,1060.0,510.0,548.0,505.0,90.0,680.0,225.0,520.0,660.0,150.0,520.0,80.0,450.0,70.0,360.0,790.0,240.0,470.0,306.0,6630.0,730.0,151.0,170.0,600.0,470.0,890.0,176.0,140.0,161.0,370.0,2160.0,630.0,107.0,1444.0,1248.0,247.0,260.0,99.0,23.0,330.0,11.0
Write performance requirements for product development or engineering projects.,write performance requirements for product development or engineering projects,Document technical design details.,"Document technical designs, procedures, or activities.",Documenting/Recording Information,Mechanical Engineers,mechanical engineers,17-2141.00,Mechanical Engineers,17-2141,17-2141.00,Mechanical Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.678639895066088,False,0.8221888461538462,3.29,69.19,0.0963011463567234,0.2,E2,E1,104110.0,100230.0,124340.0,100270.0,80180.0,130900.0,124430.0,105090.0,125130.0,133300.0,99980.0,100620.0,98740.0,93190.0,102680.0,99590.0,97700.0,86260.0,101050.0,119540.0,102430.0,122870.0,119300.0,104890.0,99140.0,98000.0,99330.0,94190.0,88060.0,102680.0,103660.0,112300.0,157710.0,102440.0,100720.0,86330.0,99100.0,101850.0,103470.0,97920.0,116230.0,104580.0,88380.0,99550.0,112410.0,102500.0,107330.0,104180.0,110430.0,97390.0,95870.0,117750.0,61510.0,72240.0,104110.0,122670.0,1656.0,314.0,4174.0,1165.0,25236.0,5943.0,3802.0,504.0,510.00000000000006,8878.0,4373.0,438.0,884.0,9746.0,7183.0,2868.0,3827.0,3447.0,1562.0,736.0,5414.0,7679.999999999999,28625.0,4869.0,1298.0,4025.0,413.0,785.0,1165.0,2281.0,3455.0,2240.0,7100.0,7902.0,653.0,11895.0,1876.0,2414.0,11200.0,1289.0,4778.0,463.0,3249.0,18251.0,2786.0,438.0,6175.0,6811.0,628.0,6175.0,190.0,116.0,405.0,30.0
Write photograph captions.,write photograph captions,Write informational material.,Prepare informational or instructional materials.,Documenting/Recording Information,Photographers,photographers,27-4021.00,Photographers,27-4021,27-4021.00,Photographers,Media and Communication Equipment Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.0565356321475172,4.97793158792256,False,0.6255830769230769,2.94,77.27,0.0366397960372239,0.1,E1,E2,44660.0,36130.0,39190.0,36970.0,32810.0,47840.0,47070.0,49790.0,50100.0,110970.0,42640.0,43770.0,45960.0,33320.0,36570.0,35960.0,38290.0,37790.0,47170.0,36830.0,46680.0,46450.0,57990.0,44660.0,46470.0,45860.0,39170.0,39900.0,41920.0,37460.0,44780.0,40520.0,48090.0,60050.0,37120.0,37410.0,38470.0,36750.0,53630.0,40520.0,37300.0,37890.0,45330.0,37950.0,41280.0,52140.0,44660.0,46550.0,48050.0,36110.0,42060.0,39330.0,44660.0,34060.0,44660.0,51760.0,530.0,50.0,1360.0,240.0,7980.0,1140.0,630.0,180.0,260.0,4390.0,1420.0,440.0,190.0,2150.0,810.0,430.0,300.0,380.0,510.0,180.0,790.0,830.0,970.0,730.0,190.0,950.0,190.0,220.0,890.0,220.0,1460.0,230.0,3650.0,2130.0,70.0,1540.0,330.0,510.0,1870.0,220.0,630.0,190.0,780.0,4330.0,660.0,60.0,1580.0,960.0,110.0,850.0,50.0,22.0,90.0,11.0
Write program code to analyze data with statistical analysis software.,write program code to analyze data with statistical analysis software,Write computer programming code.,Program computer systems or production equipment.,Working with Computers,Biostatisticians,biostatisticians,15-2041.01,Biostatisticians,15-2041,15-2041.01,Statisticians,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0113071264295034,4.5821000000000005,False,0.4994784615384615,4.29,100.0,0.1769970054583098,0.5,E1,E1,105650.0,76400.0,105650.0,79640.0,105720.0,135960.0,109660.0,102860.0,109570.0,140670.0,108040.0,115150.0,76780.0,105650.0,119760.0,109300.0,80150.0,111780.0,112520.0,76400.0,85680.0,132620.0,96710.0,102710.0,105650.0,64670.0,66330.0,105650.0,83480.0,79750.0,96080.0,118280.0,84330.0,136020.0,115690.0,75890.0,98190.0,89540.0,93620.0,93830.0,102620.0,65450.0,105650.0,98230.0,102960.0,88610.0,82210.0,114920.0,105650.0,84660.0,107150.0,105650.0,105650.0,49730.0,105650.0,10844.0,149.0,60.0,329.0,426.0,1853.0,583.0,366.0,52.0,411.0,411.0,344.0,67.0,120.0,359.0,172.0,187.0,60.0,60.0,52.0,60.0,2040.0,1853.0,426.0,583.0,60.0,508.0,35.0,105.0,37.0,52.0,657.0,172.0,911.0,897.0,30.0,433.0,37.0,448.0,1218.0,30.0,179.0,31.0,396.0,1038.0,224.0,21.0,538.0,2211.0,67.0,187.0,19.0,4.0,172.0,2.0
Write reports.,write reports,Write reports or evaluations.,Present research or technical information.,Documenting/Recording Information,Occupational Health and Safety Specialists,occupational health and safety specialists,29-9011.00,Occupational Health and Safety Specialists,19-5011,19-5011.00,Occupational Health and Safety Specialists and Technicians,Occupational Health and Safety Specialists and Technicians,"Life, Physical, and Social Science Occupations",2026-05-31,0.1017641378655311,4.883786505538772,False,0.2615692307692308,3.91,100.0,0.0869923015873015,0.5,,,90150.0,82260.0,99270.0,89480.0,73130.0,102840.0,101400.0,96110.0,81120.0,111530.0,88820.0,85450.0,94840.0,86920.0,98270.0,83470.0,87830.0,86300.0,83730.0,89560.0,97640.0,91820.0,103970.0,84080.0,96990.0,84490.0,83090.0,81330.0,83990.0,94360.0,101260.0,90610.0,84510.0,95720.0,86650.0,93250.0,91460.0,79890.0,95240.0,87050.0,101740.0,88080.0,88610.0,81190.0,79660.0,90200.0,87210.0,90800.0,102920.0,86560.0,84750.0,94030.0,68030.0,45630.0,90150.0,140610.0,2510.0,370.0,3220.0,850.0,16230.0,3080.0,1090.0,600.0,280.0,6760.0,3220.0,640.0,730.0,2900.0,3870.0,1310.0,1350.0,2480.0,2380.0,600.0,2160.0,3390.0,3350.0,2460.0,1140.0,2660.0,720.0,630.0,1150.0,610.0,3830.0,840.0,6840.0,4670.0,540.0,6820.0,1690.0,1820.0,4890.0,200.0,2170.0,250.0,2690.0,17920.0,1230.0,170.0,3910.0,3570.0,1020.0,2250.0,580.0,100.0,1430.0,29.0
Write reports.,write reports,Write operational reports.,Prepare reports of operational or procedural activities.,Documenting/Recording Information,Occupational Health and Safety Specialists,occupational health and safety specialists,29-9011.00,Occupational Health and Safety Specialists,19-5011,19-5011.00,Occupational Health and Safety Specialists and Technicians,Occupational Health and Safety Specialists and Technicians,"Life, Physical, and Social Science Occupations",2026-05-31,0.1017641378655311,4.883786505538772,False,0.2615692307692308,3.91,100.0,0.0869923015873015,0.5,,,90150.0,82260.0,99270.0,89480.0,73130.0,102840.0,101400.0,96110.0,81120.0,111530.0,88820.0,85450.0,94840.0,86920.0,98270.0,83470.0,87830.0,86300.0,83730.0,89560.0,97640.0,91820.0,103970.0,84080.0,96990.0,84490.0,83090.0,81330.0,83990.0,94360.0,101260.0,90610.0,84510.0,95720.0,86650.0,93250.0,91460.0,79890.0,95240.0,87050.0,101740.0,88080.0,88610.0,81190.0,79660.0,90200.0,87210.0,90800.0,102920.0,86560.0,84750.0,94030.0,68030.0,45630.0,90150.0,140610.0,2510.0,370.0,3220.0,850.0,16230.0,3080.0,1090.0,600.0,280.0,6760.0,3220.0,640.0,730.0,2900.0,3870.0,1310.0,1350.0,2480.0,2380.0,600.0,2160.0,3390.0,3350.0,2460.0,1140.0,2660.0,720.0,630.0,1150.0,610.0,3830.0,840.0,6840.0,4670.0,540.0,6820.0,1690.0,1820.0,4890.0,200.0,2170.0,250.0,2690.0,17920.0,1230.0,170.0,3910.0,3570.0,1020.0,2250.0,580.0,100.0,1430.0,29.0
"Write reports of findings and recommendations and advise farmers, growers, or processors of corrective action to be taken.",write reports of findings and recommendations and advise farmers growers or processors of corrective action to be taken,Maintain operational records.,Maintain operational records.,Documenting/Recording Information,Agricultural Inspectors,agricultural inspectors,45-2011.00,Agricultural Inspectors,45-2011,45-2011.00,Agricultural Inspectors,Agricultural Workers,"Farming, Fishing, and Forestry Occupations",2026-05-31,0.0030529241359659,4.914224004936748,False,2.013045,4.1,54.57,0.3402743999540605,0.3,E2,E1,49940.0,39300.0,49940.0,45700.0,42060.0,53620.0,50430.0,49940.0,51590.0,49940.0,43990.0,41460.0,60650.0,48650.0,62000.0,48560.0,49600.0,51630.0,46640.0,63130.0,41760.0,58160.0,46510.0,65730.0,77150.0,39960.0,46220.0,49940.0,55090.0,39270.0,49940.0,41520.0,52450.0,73920.0,47760.0,57590.0,69280.0,53060.0,53060.0,55650.0,49940.0,49940.0,49940.0,47840.0,49940.0,53930.0,63630.0,47380.0,62880.0,49940.0,53640.0,36670.0,49940.0,49940.0,49940.0,14410.0,290.0,30.0,160.0,410.0,2340.0,280.0,156.0,90.0,65.0,520.0,1390.0,90.0,280.0,470.0,480.0,560.0,190.0,270.0,150.0,110.0,150.0,70.0,320.0,180.0,190.0,450.0,47.0,370.0,50.0,63.0,60.0,170.0,340.0,290.0,80.0,210.0,170.0,110.0,520.0,46.0,90.0,42.0,410.0,590.0,120.0,60.0,380.0,450.0,65.0,220.0,150.0,6.0,86.0,3.0
"Write reports of findings and recommendations and advise farmers, growers, or processors of corrective action to be taken.",write reports of findings and recommendations and advise farmers growers or processors of corrective action to be taken,"Advise others on farming or forestry operations, regulations, or equipment.",Advise others on business or operational matters.,Providing Consultation and Advice to Others,Agricultural Inspectors,agricultural inspectors,45-2011.00,Agricultural Inspectors,45-2011,45-2011.00,Agricultural Inspectors,Agricultural Workers,"Farming, Fishing, and Forestry Occupations",2026-05-31,0.0030529241359659,4.914224004936748,False,2.013045,4.1,54.57,0.3402743999540605,0.3,E2,E1,49940.0,39300.0,49940.0,45700.0,42060.0,53620.0,50430.0,49940.0,51590.0,49940.0,43990.0,41460.0,60650.0,48650.0,62000.0,48560.0,49600.0,51630.0,46640.0,63130.0,41760.0,58160.0,46510.0,65730.0,77150.0,39960.0,46220.0,49940.0,55090.0,39270.0,49940.0,41520.0,52450.0,73920.0,47760.0,57590.0,69280.0,53060.0,53060.0,55650.0,49940.0,49940.0,49940.0,47840.0,49940.0,53930.0,63630.0,47380.0,62880.0,49940.0,53640.0,36670.0,49940.0,49940.0,49940.0,14410.0,290.0,30.0,160.0,410.0,2340.0,280.0,156.0,90.0,65.0,520.0,1390.0,90.0,280.0,470.0,480.0,560.0,190.0,270.0,150.0,110.0,150.0,70.0,320.0,180.0,190.0,450.0,47.0,370.0,50.0,63.0,60.0,170.0,340.0,290.0,80.0,210.0,170.0,110.0,520.0,46.0,90.0,42.0,410.0,590.0,120.0,60.0,380.0,450.0,65.0,220.0,150.0,6.0,86.0,3.0
Write reports or notes to summarize testing procedures or outcomes for physicians or other medical professionals.,write reports or notes to summarize testing procedures or outcomes for physicians or other medical professionals,Prepare reports summarizing patient diagnostic or care activities.,Prepare health or medical documents.,Documenting/Recording Information,Magnetic Resonance Imaging Technologists,magnetic resonance imaging technologists,29-2035.00,Magnetic Resonance Imaging Technologists,29-2035,29-2035.00,Diagnostic Related Technologists and Technicians,Health Technologists and Technicians,Healthcare Practitioners and Technical Occupations,2026-05-31,0.0030529241359659,4.9902,False,4.306086153846154,4.41,78.26,0.320196413397704,0.1789473684210526,E1,E1,95480.0,78890.0,120610.0,100600.0,78780.0,124000.0,105380.0,106330.0,103510.0,128710.0,84330.0,92060.0,119370.0,101680.0,95380.0,86880.0,81420.0,82670.0,82200.0,77510.0,94140.0,105230.0,110600.0,84620.0,100900.0,71710.0,83110.0,86950.0,82710.0,98260.0,105420.0,103930.0,87850.0,113270.0,85120.0,80610.0,87670.0,87480.0,121920.0,91120.0,105060.0,83550.0,77010.0,78610.0,96780.0,91150.0,103070.0,98640.0,122750.0,80490.0,94720.0,92010.0,95480.0,44810.0,95480.0,43390.0,490.0,100.0,730.0,380.0,3570.0,670.0,450.0,170.0,150.0,2860.0,1800.0,140.0,170.0,2760.0,1030.0,220.0,330.0,650.0,510.0,210.0,770.0,1490.0,1270.0,710.0,250.0,1040.0,150.0,290.0,340.0,270.0,1250.0,140.0,3240.0,1180.0,70.0,1840.0,400.0,510.0,2250.0,140.0,730.0,210.0,1350.0,2930.0,300.0,60.0,1070.0,960.0,190.0,530.0,70.0,18.0,100.0,9.0
Write reports regarding investigations of information security breaches or network evaluations.,write reports regarding investigations of information security breaches or network evaluations,Write reports or evaluations.,Present research or technical information.,Documenting/Recording Information,"Computer Occupations, All Other",computer occupations all other,15-1199.00,Information Security Engineers,15-1299,15-1299.05,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.8096000000000005,False,0.2773846153846154,3.71,89.47,0.1390108949372663,0.6,E1,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,17371.0,630.0,170.0,5510.0,268.0,19188.0,2825.0,742.0,860.0,4118.0,13710.0,4939.0,498.0,249.0,2672.0,800.0,922.0,321.0,1850.0,1202.0,900.0,4563.0,1477.0,1781.0,1001.0,347.0,14340.0,129.0,546.0,625.0,232.0,2875.0,395.0,11460.0,3612.0,175.0,6150.0,795.0,587.0,14580.0,199.0,1029.0,240.0,2617.0,13650.0,1599.0,316.0,4070.0,3438.0,809.0,1120.0,41.0,67.0,211.0,10.0
"Write reports to summarize student performance, social growth, or physical development.",write reports to summarize student performance social growth or physical development,Prepare reports detailing student activities or performance.,Prepare reports of operational or procedural activities.,Documenting/Recording Information,Adapted Physical Education Specialists,adapted physical education specialists,25-2059.01,Adapted Physical Education Specialists,25-2059,25-2059.01,Special Education Teachers,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",Educational Instruction and Library Occupations,2026-05-31,0.0030529241359659,4.696800000000001,False,0.4538461538461539,4.05,95.24,0.033546623351423,0.1,E1,E1,76580.0,49520.0,76580.0,59500.0,61690.0,103050.0,79290.0,61480.0,85040.0,71130.0,68690.0,76130.0,76580.0,76580.0,64850.0,60920.0,71050.0,76580.0,63140.0,61170.0,56780.0,76100.0,78440.0,78540.0,69470.0,46700.0,49610.0,76580.0,59760.0,64410.0,66670.0,71110.0,86520.0,65970.0,65170.0,61500.0,51230.0,76580.0,82240.0,76530.0,80080.0,76580.0,76580.0,63300.0,65710.0,67860.0,46980.0,77280.0,76790.0,39920.0,66910.0,76580.0,76580.0,51920.0,76580.0,33930.0,110.0,71.0,702.0,70.0,8920.0,180.0,1400.0,50.0,130.0,900.0,980.0,136.0,186.0,2560.0,80.0,340.0,312.0,290.0,610.0,139.0,3020.0,300.0,3320.0,180.0,60.0,210.0,111.0,60.0,1230.0,160.0,610.0,100.0,2170.0,1071.0,90.0,580.0,370.0,820.0,450.0,110.0,500.0,99.0,180.0,880.0,100.0,70.0,540.0,170.0,530.0,160.0,61.0,14.0,630.0,7.0
Write research papers for publication in scientific journals.,write research papers for publication in scientific journals,"Write articles, books or other original materials in area of expertise.",Write material for artistic or commercial purposes.,Documenting/Recording Information,Materials Scientists,materials scientists,19-2032.00,Materials Scientists,19-2032,19-2032.00,Chemists and Materials Scientists,Physical Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.7,False,0.11593,3.52,100.0,0.5641001041666666,7.0,E1,E1,117790.0,117790.0,117790.0,117790.0,117790.0,177030.0,117290.0,130320.0,117790.0,137600.0,102340.0,91970.0,117790.0,117790.0,125850.0,130540.0,88320.0,115490.0,117790.0,117790.0,117790.0,112400.0,132600.0,107410.0,132160.0,117790.0,117790.0,71810.0,117790.0,97490.0,119990.0,103150.0,117790.0,131740.0,106470.0,117790.0,108830.0,117790.0,150550.0,106920.0,117790.0,101930.0,117790.0,69010.0,72700.0,126840.0,117790.0,124150.0,127250.0,117790.0,137700.0,117790.0,117790.0,117790.0,117790.0,8470.0,114.0,18.0,175.0,71.0,1030.0,370.0,50.0,90.0,38.0,200.0,350.0,34.0,46.0,380.0,320.0,180.0,40.0,108.0,105.0,35.0,270.0,890.0,230.0,290.0,63.0,159.0,50.0,55.0,100.0,80.0,440.0,47.0,530.0,490.0,23.0,450.0,92.0,100.0,100.0,27.0,80.0,25.0,60.0,300.0,110.0,16.0,100.0,290.0,38.0,70.0,15.0,4.0,51.0,2.0
"Write, review, or comment on documents, such as proposals, test plans, or procedures.",write review or comment on documents such as proposals test plans or procedures,Prepare proposal documents.,Prepare proposals or grant applications.,Documenting/Recording Information,Human Factors Engineers and Ergonomists,human factors engineers and ergonomists,17-2112.01,Human Factors Engineers and Ergonomists,17-2112,17-2112.01,"Industrial Engineers, Including Health and Safety",Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.5287,False,0.2338461538461538,4.15,100.0,0.0426071428571427,0.3,E1,E1,102440.0,99880.0,156510.0,108280.0,98410.0,124600.0,109750.0,104160.0,120190.0,103300.0,101610.0,100100.0,123800.0,100840.0,100540.0,97480.0,97690.0,99830.0,96820.0,122920.0,101030.0,119930.0,109420.0,101680.0,102660.0,95830.0,99290.0,104430.0,98170.0,102090.0,101310.0,103840.0,128090.0,102640.0,99310.0,96940.0,100060.0,97510.0,128290.0,99560.0,109350.0,101060.0,93200.0,99080.0,104560.0,103940.0,103010.0,102550.0,129050.0,108360.0,96980.0,122070.0,102440.0,81820.0,102440.0,168005.0,14056.0,404.0,13817.0,3142.0,60047.0,9555.0,11061.0,1507.0,294.0,25816.0,16427.0,92.0,2444.0,34250.0,21461.0,6615.0,6339.0,11153.0,3142.0,1893.0,7166.0,21075.0,56942.0,32302.0,4502.0,9316.0,717.0,2131.0,2885.0,3565.0,12623.0,2095.0,21700.0,21277.0,1102.0,43143.0,3987.0,10675.0,24217.0,1819.0,14626.0,1525.0,13670.0,56924.0,10143.0,808.0,10253.0,11263.0,1562.0,24015.0,441.0,72.0,5053.0,35.0
"Write, review, or maintain engineering documentation.",write review or maintain engineering documentation,Prepare technical reports for internal use.,Present research or technical information.,Documenting/Recording Information,Automotive Engineers,automotive engineers,17-2141.02,Automotive Engineers,17-2141,17-2141.02,Mechanical Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0113071264295034,4.890700000000001,False,0.5216969230769231,3.62,100.0,0.0901233764833065,0.2,E1,E1,104110.0,100230.0,124340.0,100270.0,80180.0,130900.0,124430.0,105090.0,125130.0,133300.0,99980.0,100620.0,98740.0,93190.0,102680.0,99590.0,97700.0,86260.0,101050.0,119540.0,102430.0,122870.0,119300.0,104890.0,99140.0,98000.0,99330.0,94190.0,88060.0,102680.0,103660.0,112300.0,157710.0,102440.0,100720.0,86330.0,99100.0,101850.0,103470.0,97920.0,116230.0,104580.0,88380.0,99550.0,112410.0,102500.0,107330.0,104180.0,110430.0,97390.0,95870.0,117750.0,61510.0,72240.0,104110.0,174140.0,2352.0,446.0,5926.0,1655.0,35824.0,8437.0,5398.0,716.0,510.0,12602.0,6207.0,622.0,1256.0,13834.0,10197.0,4072.0,5433.0,4893.0,2218.0,1044.0,7686.0,7680.0,40635.0,6911.0,1842.0,5715.0,587.0,1115.0,1655.0,3239.0,4905.0,3180.0,10080.0,11218.0,927.0,16885.0,2664.0,3426.0,15900.0,1831.0,6782.0,657.0,4611.0,25909.0,3954.0,622.0,8765.0,9669.0,892.0,8765.0,270.0,164.0,575.0,30.0
"Write, review, or maintain engineering documentation.",write review or maintain engineering documentation,Maintain operational records or records systems.,Maintain operational records.,Documenting/Recording Information,Automotive Engineers,automotive engineers,17-2141.02,Automotive Engineers,17-2141,17-2141.02,Mechanical Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0113071264295034,4.890700000000001,False,0.5216969230769231,3.62,100.0,0.0901233764833065,0.2,E1,E1,104110.0,100230.0,124340.0,100270.0,80180.0,130900.0,124430.0,105090.0,125130.0,133300.0,99980.0,100620.0,98740.0,93190.0,102680.0,99590.0,97700.0,86260.0,101050.0,119540.0,102430.0,122870.0,119300.0,104890.0,99140.0,98000.0,99330.0,94190.0,88060.0,102680.0,103660.0,112300.0,157710.0,102440.0,100720.0,86330.0,99100.0,101850.0,103470.0,97920.0,116230.0,104580.0,88380.0,99550.0,112410.0,102500.0,107330.0,104180.0,110430.0,97390.0,95870.0,117750.0,61510.0,72240.0,104110.0,174140.0,2352.0,446.0,5926.0,1655.0,35824.0,8437.0,5398.0,716.0,510.0,12602.0,6207.0,622.0,1256.0,13834.0,10197.0,4072.0,5433.0,4893.0,2218.0,1044.0,7686.0,7680.0,40635.0,6911.0,1842.0,5715.0,587.0,1115.0,1655.0,3239.0,4905.0,3180.0,10080.0,11218.0,927.0,16885.0,2664.0,3426.0,15900.0,1831.0,6782.0,657.0,4611.0,25909.0,3954.0,622.0,8765.0,9669.0,892.0,8765.0,270.0,164.0,575.0,30.0
Write sales outlines for use by staff.,write sales outlines for use by staff,Develop content for sales presentations or other materials.,Develop marketing or promotional materials.,Thinking Creatively,Advertising Sales Agents,advertising sales agents,41-3011.00,Advertising Sales Agents,41-3011,41-3011.00,Advertising Sales Agents,"Sales Representatives, Services",Sales and Related Occupations,2026-05-31,0.0030529241359659,4.84112245950686,False,0.3211092307692307,2.93,54.82,0.0341869154142465,0.2,E1,E1,64820.0,50870.0,43840.0,62050.0,49120.0,80360.0,73420.0,61820.0,52480.0,75030.0,58420.0,58140.0,61290.0,53460.0,66290.0,57030.0,58480.0,48660.0,51580.0,48810.0,48780.0,59830.0,80500.0,64800.0,62660.0,46810.0,61440.0,46040.0,62890.0,64820.0,54870.0,69620.0,45620.0,98360.0,64820.0,50110.0,50410.0,57670.0,62810.0,58350.0,48040.0,68200.0,60190.0,40910.0,60280.0,74260.0,58750.0,64820.0,101320.0,44700.0,63270.0,47290.0,64820.0,44160.0,64820.0,91700.0,910.0,230.0,1160.0,900.0,9620.0,1110.0,740.0,140.0,320.0,6420.0,3150.0,310.0,220.0,3790.0,1410.0,900.0,920.0,620.0,860.0,400.0,880.0,1480.0,2040.0,1750.0,490.0,1640.0,240.0,1190.0,580.0,290.0,2110.0,300.0,13570.0,2220.0,260.0,3220.0,700.0,960.0,4260.0,340.0,1770.0,390.0,1820.0,6230.0,1110.0,160.0,2407.0,3510.0,290.0,1290.0,150.0,39.0,520.0,19.0
"Write speeches, press releases, or other promotional materials to increase awareness of the causes, missions, or goals of organizations seeking funds.",write speeches press releases or other promotional materials to increase awareness of the causes missions or goals of organizations seeking funds,Create marketing materials.,Develop marketing or promotional materials.,Thinking Creatively,Fundraisers,fundraisers,13-1131.00,Fundraisers,13-1131,13-1131.00,Fundraisers,Business Operations Specialists,Business and Financial Operations Occupations,2026-05-31,0.0030529241359659,4.729705077531165,False,0.095576923076923,3.45,95.24,0.0407905143729885,0.8999999999999999,E2,E1,72550.0,60120.0,62750.0,64180.0,50190.0,79710.0,74440.0,77730.0,71250.0,80840.0,64390.0,72010.0,63750.0,61150.0,66440.0,66250.0,63930.0,64820.0,68270.0,72030.0,66790.0,79780.0,79060.0,66130.0,76910.0,57610.0,63860.0,61280.0,68030.0,68530.0,66260.0,77170.0,65440.0,80540.0,66100.0,76040.0,64080.0,63950.0,64080.0,63730.0,75410.0,62720.0,66800.0,61370.0,60320.0,61820.0,72530.0,72610.0,79000.0,54760.0,65880.0,71310.0,72550.0,52090.0,72550.0,111040.0,1120.0,290.0,1580.0,360.0,12860.0,2470.0,1350.0,320.0,2350.0,7044.0,2690.0,440.0,380.0,4470.0,2080.0,1230.0,1100.0,1030.0,330.0,930.0,2010.0,6160.0,3170.0,3190.0,230.0,1670.0,700.0,770.0,310.0,810.0,1950.0,330.0,11600.0,3700.0,340.0,3460.0,950.0,2090.0,6180.0,1000.0,1200.0,80.0,1930.0,4020.0,920.0,510.0,4010.0,3870.0,260.0,2130.0,90.0,47.0,70.0,23.0
Write supporting code for Web applications or Web sites.,write supporting code for web applications or web sites,Design websites or web applications.,Design computer or information systems or applications.,Thinking Creatively,Web Developers,web developers,15-1134.00,Web Developers,15-1254,15-1254.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.2883317239523382,4.603699607921987,False,3.1426707692307696,4.58,100.0,1.482915909343716,0.6,E2,E1,98992.64705882352,72653.81487889274,83517.34429065743,88434.70588235294,77620.8910034602,128812.9411764706,91499.11764705884,90808.5294117647,86000.58823529411,110755.88235294116,87110.57958477509,97867.35294117648,98992.64705882352,70885.29411764706,85317.35294117648,71124.11764705883,66920.29411764706,71930.29411764706,79483.82352941176,76087.05882352941,98992.64705882352,103787.9411764706,106891.4705882353,88712.94117647059,90754.41176470587,70804.10899653978,85431.76470588235,70425.58823529411,72062.64705882352,81487.64705882352,96639.70588235294,95252.64705882352,59838.23529411765,111103.23529411764,97381.17647058824,67758.5294117647,90256.75605536332,77384.11764705883,85561.17647058824,96315.88235294116,102526.76470588236,79721.17647058824,77863.53806228373,68473.23529411765,95216.17647058824,100069.41176470587,92620.8910034602,99745.88235294116,130462.35294117648,74685.88235294117,93262.0588235294,67633.23529411765,61108.52076124567,47517.64705882353,98992.64705882352,62631.91176470588,482.9411764705882,74.11764705882354,898.2352941176471,468.1764705882353,18367.941176470587,2557.3529411764707,923.2352941176472,158.23529411764707,457.9411764705882,4334.558823529412,2226.470588235294,164.70588235294116,287.05882352941177,3047.058823529412,1027.6470588235293,559.7058823529412,332.3529411764706,448.8235294117647,311.1764705882353,287.3529411764705,1596.764705882353,2387.058823529412,1675.0,1378.8235294117646,212.35294117647047,1187.9411764705883,298.52941176470586,503.8235294117647,809.4117647058823,447.6470588235294,2205.2941176470586,169.11764705882354,11014.411764705885,2795.5882352941176,98.23529411764706,2153.823529411765,370.88235294117646,1190.294117647059,2312.6470588235293,222.7941176470588,760.2941176470589,274.3235294117647,2732.058823529412,5468.823529411765,1157.0588235294117,99.05882352941175,3137.058823529412,8425.588235294117,288.2352941176471,1012.3529411764706,83.52941176470588,28.676470588235293,221.1764705882353,13.0
Write supporting code for Web applications or Web sites.,write supporting code for web applications or web sites,Write computer programming code.,Program computer systems or production equipment.,Working with Computers,Web Developers,web developers,15-1134.00,Web Developers,15-1254,15-1254.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.2883317239523382,4.603699607921987,False,3.1426707692307696,4.58,100.0,1.482915909343716,0.6,E2,E1,98992.64705882352,72653.81487889274,83517.34429065743,88434.70588235294,77620.8910034602,128812.9411764706,91499.11764705884,90808.5294117647,86000.58823529411,110755.88235294116,87110.57958477509,97867.35294117648,98992.64705882352,70885.29411764706,85317.35294117648,71124.11764705883,66920.29411764706,71930.29411764706,79483.82352941176,76087.05882352941,98992.64705882352,103787.9411764706,106891.4705882353,88712.94117647059,90754.41176470587,70804.10899653978,85431.76470588235,70425.58823529411,72062.64705882352,81487.64705882352,96639.70588235294,95252.64705882352,59838.23529411765,111103.23529411764,97381.17647058824,67758.5294117647,90256.75605536332,77384.11764705883,85561.17647058824,96315.88235294116,102526.76470588236,79721.17647058824,77863.53806228373,68473.23529411765,95216.17647058824,100069.41176470587,92620.8910034602,99745.88235294116,130462.35294117648,74685.88235294117,93262.0588235294,67633.23529411765,61108.52076124567,47517.64705882353,98992.64705882352,62631.91176470588,482.9411764705882,74.11764705882354,898.2352941176471,468.1764705882353,18367.941176470587,2557.3529411764707,923.2352941176472,158.23529411764707,457.9411764705882,4334.558823529412,2226.470588235294,164.70588235294116,287.05882352941177,3047.058823529412,1027.6470588235293,559.7058823529412,332.3529411764706,448.8235294117647,311.1764705882353,287.3529411764705,1596.764705882353,2387.058823529412,1675.0,1378.8235294117646,212.35294117647047,1187.9411764705883,298.52941176470586,503.8235294117647,809.4117647058823,447.6470588235294,2205.2941176470586,169.11764705882354,11014.411764705885,2795.5882352941176,98.23529411764706,2153.823529411765,370.88235294117646,1190.294117647059,2312.6470588235293,222.7941176470588,760.2941176470589,274.3235294117647,2732.058823529412,5468.823529411765,1157.0588235294117,99.05882352941175,3137.058823529412,8425.588235294117,288.2352941176471,1012.3529411764706,83.52941176470588,28.676470588235293,221.1764705882353,13.0
Write supporting code for Web applications or Web sites.,write supporting code for web applications or web sites,Design websites or web applications.,Design computer or information systems or applications.,Thinking Creatively,Web Developers,web developers,15-1134.00,Web and Digital Interface Designers,15-1255,15-1255.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.2883317239523382,4.603699607921987,False,3.1426707692307696,4.58,100.0,0.9270531226784332,0.6,E2,E1,98992.64705882352,72653.81487889274,83517.34429065743,88434.70588235294,77620.8910034602,128812.9411764706,91499.11764705884,90808.5294117647,86000.58823529411,110755.88235294116,87110.57958477509,97867.35294117648,98992.64705882352,70885.29411764706,85317.35294117648,71124.11764705883,66920.29411764706,71930.29411764706,79483.82352941176,76087.05882352941,98992.64705882352,103787.9411764706,106891.4705882353,88712.94117647059,90754.41176470587,70804.10899653978,85431.76470588235,70425.58823529411,72062.64705882352,81487.64705882352,96639.70588235294,95252.64705882352,59838.23529411765,111103.23529411764,97381.17647058824,67758.5294117647,90256.75605536332,77384.11764705883,85561.17647058824,96315.88235294116,102526.76470588236,79721.17647058824,77863.53806228373,68473.23529411765,95216.17647058824,100069.41176470587,92620.8910034602,99745.88235294116,130462.35294117648,74685.88235294117,93262.0588235294,67633.23529411765,61108.52076124567,47517.64705882353,98992.64705882352,62631.91176470588,482.9411764705882,74.11764705882354,898.2352941176471,468.1764705882353,18367.941176470587,2557.3529411764707,923.2352941176472,158.23529411764707,457.9411764705882,4334.558823529412,2226.470588235294,164.70588235294116,287.05882352941177,3047.058823529412,1027.6470588235293,559.7058823529412,332.3529411764706,448.8235294117647,311.1764705882353,287.3529411764705,1596.764705882353,2387.058823529412,1675.0,1378.8235294117646,212.35294117647047,1187.9411764705883,298.52941176470586,503.8235294117647,809.4117647058823,447.6470588235294,2205.2941176470586,169.11764705882354,11014.411764705885,2795.5882352941176,98.23529411764706,2153.823529411765,370.88235294117646,1190.294117647059,2312.6470588235293,222.7941176470588,760.2941176470589,274.3235294117647,2732.058823529412,5468.823529411765,1157.0588235294117,99.05882352941175,3137.058823529412,8425.588235294117,288.2352941176471,1012.3529411764706,83.52941176470588,28.676470588235293,221.1764705882353,13.0
Write supporting code for Web applications or Web sites.,write supporting code for web applications or web sites,Write computer programming code.,Program computer systems or production equipment.,Working with Computers,Web Developers,web developers,15-1134.00,Web and Digital Interface Designers,15-1255,15-1255.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.2883317239523382,4.603699607921987,False,3.1426707692307696,4.58,100.0,0.9270531226784332,0.6,E2,E1,98992.64705882352,72653.81487889274,83517.34429065743,88434.70588235294,77620.8910034602,128812.9411764706,91499.11764705884,90808.5294117647,86000.58823529411,110755.88235294116,87110.57958477509,97867.35294117648,98992.64705882352,70885.29411764706,85317.35294117648,71124.11764705883,66920.29411764706,71930.29411764706,79483.82352941176,76087.05882352941,98992.64705882352,103787.9411764706,106891.4705882353,88712.94117647059,90754.41176470587,70804.10899653978,85431.76470588235,70425.58823529411,72062.64705882352,81487.64705882352,96639.70588235294,95252.64705882352,59838.23529411765,111103.23529411764,97381.17647058824,67758.5294117647,90256.75605536332,77384.11764705883,85561.17647058824,96315.88235294116,102526.76470588236,79721.17647058824,77863.53806228373,68473.23529411765,95216.17647058824,100069.41176470587,92620.8910034602,99745.88235294116,130462.35294117648,74685.88235294117,93262.0588235294,67633.23529411765,61108.52076124567,47517.64705882353,98992.64705882352,62631.91176470588,482.9411764705882,74.11764705882354,898.2352941176471,468.1764705882353,18367.941176470587,2557.3529411764707,923.2352941176472,158.23529411764707,457.9411764705882,4334.558823529412,2226.470588235294,164.70588235294116,287.05882352941177,3047.058823529412,1027.6470588235293,559.7058823529412,332.3529411764706,448.8235294117647,311.1764705882353,287.3529411764705,1596.764705882353,2387.058823529412,1675.0,1378.8235294117646,212.35294117647047,1187.9411764705883,298.52941176470586,503.8235294117647,809.4117647058823,447.6470588235294,2205.2941176470586,169.11764705882354,11014.411764705885,2795.5882352941176,98.23529411764706,2153.823529411765,370.88235294117646,1190.294117647059,2312.6470588235293,222.7941176470588,760.2941176470589,274.3235294117647,2732.058823529412,5468.823529411765,1157.0588235294117,99.05882352941175,3137.058823529412,8425.588235294117,288.2352941176471,1012.3529411764706,83.52941176470588,28.676470588235293,221.1764705882353,13.0
Write technical documentation for products.,write technical documentation for products,Prepare technical or operational reports.,Present research or technical information.,Documenting/Recording Information,Sales Engineers,sales engineers,41-9031.00,Sales Engineers,41-9031,41-9031.00,Sales Engineers,Other Sales and Related Workers,Sales and Related Occupations,2026-05-31,0.0678427585770207,4.904967385850476,False,0.5907323076923077,3.23,54.13,0.3489464811001097,1.1,E1,E1,124900.0,104410.0,71080.0,131870.0,130760.0,139160.0,139990.0,123660.0,167200.0,124900.0,125530.0,98840.0,124900.0,128030.0,99710.0,74960.0,83450.0,98000.0,90190.0,121680.0,95180.0,153410.0,136200.0,114180.0,100570.0,124900.0,90960.0,124900.0,90140.0,99020.0,107850.0,139010.0,119420.0,137480.0,121530.0,124900.0,97420.0,114520.0,128170.0,98500.0,149750.0,114250.0,119110.0,111580.0,130610.0,117650.0,116790.0,124900.0,147620.0,135260.0,117970.0,124900.0,124900.0,62970.0,124900.0,51790.0,220.0,108.0,1000.0,30.0,6310.0,2800.0,760.0,80.0,232.0,2410.0,1630.0,208.0,360.0,1150.0,980.0,310.0,220.0,380.0,640.0,140.0,850.0,3150.0,2290.0,990.0,90.0,710.0,169.0,130.0,320.0,300.0,1760.0,80.0,3150.0,2530.0,142.0,1210.0,290.0,540.0,1980.0,30.0,770.0,100.0,530.0,6800.0,480.0,101.0,1260.0,760.0,40.0,1300.0,93.0,22.0,70.0,11.0
"Write technical papers or reports or prepare standards and specifications for processes, facilities, products, or tests.",write technical papers or reports or prepare standards and specifications for processes facilities products or tests,"Establish standards for products, processes, or procedures.",Develop operational or technical procedures or standards.,Developing Objectives and Strategies,Chemists,chemists,19-2031.00,Chemists,19-2031,19-2031.00,Chemists and Materials Scientists,Physical Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.862,False,0.6500900000000001,3.92,96.01,0.333328604859909,0.7,E1,E1,91240.0,97830.0,106010.0,81730.0,75570.0,97860.0,101980.0,98140.0,129860.0,149860.0,82740.0,92750.0,84150.0,78000.0,85230.0,78770.0,86100.0,82820.0,84090.0,103890.0,64440.0,140670.0,125000.0,97440.0,99280.0,80060.0,82800.0,61890.0,74890.0,81170.0,100050.0,84450.0,126960.0,90600.0,82620.0,97330.0,85270.0,74960.0,104590.0,77090.0,101660.0,79670.0,67440.0,87930.0,99640.0,80770.0,86120.0,96650.0,97420.0,85560.0,78730.0,102000.0,91240.0,76450.0,91240.0,82770.0,700.0,60.0,870.0,380.0,9820.0,1790.0,1170.0,1200.0,280.0,1490.0,1260.0,140.0,320.0,3040.0,2480.0,570.0,690.0,530.0,740.0,140.0,2480.0,3430.0,3490.0,1680.0,200.0,1640.0,300.0,350.0,280.0,300.0,5280.0,280.0,4230.0,4530.0,160.0,4010.0,630.0,730.0,6800.0,150.0,770.0,170.0,960.0,5130.0,910.0,80.0,1640.0,2280.0,180.0,1920.0,80.0,35.0,810.0,17.0
"Write technical papers or reports or prepare standards and specifications for processes, facilities, products, or tests.",write technical papers or reports or prepare standards and specifications for processes facilities products or tests,Prepare scientific or technical reports or presentations.,Present research or technical information.,Documenting/Recording Information,Chemists,chemists,19-2031.00,Chemists,19-2031,19-2031.00,Chemists and Materials Scientists,Physical Scientists,"Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.862,False,0.6500900000000001,3.92,96.01,0.333328604859909,0.7,E1,E1,91240.0,97830.0,106010.0,81730.0,75570.0,97860.0,101980.0,98140.0,129860.0,149860.0,82740.0,92750.0,84150.0,78000.0,85230.0,78770.0,86100.0,82820.0,84090.0,103890.0,64440.0,140670.0,125000.0,97440.0,99280.0,80060.0,82800.0,61890.0,74890.0,81170.0,100050.0,84450.0,126960.0,90600.0,82620.0,97330.0,85270.0,74960.0,104590.0,77090.0,101660.0,79670.0,67440.0,87930.0,99640.0,80770.0,86120.0,96650.0,97420.0,85560.0,78730.0,102000.0,91240.0,76450.0,91240.0,82770.0,700.0,60.0,870.0,380.0,9820.0,1790.0,1170.0,1200.0,280.0,1490.0,1260.0,140.0,320.0,3040.0,2480.0,570.0,690.0,530.0,740.0,140.0,2480.0,3430.0,3490.0,1680.0,200.0,1640.0,300.0,350.0,280.0,300.0,5280.0,280.0,4230.0,4530.0,160.0,4010.0,630.0,730.0,6800.0,150.0,770.0,170.0,960.0,5130.0,910.0,80.0,1640.0,2280.0,180.0,1920.0,80.0,35.0,810.0,17.0
Write technical reports for engineering and management personnel.,write technical reports for engineering and management personnel,Prepare technical reports for internal use.,Present research or technical information.,Documenting/Recording Information,Petroleum Engineers,petroleum engineers,17-2171.00,Petroleum Engineers,17-2171,17-2171.00,Petroleum Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0030529241359659,4.875944774765696,False,0.2473046153846153,3.62,95.58,0.0675522609682149,0.4,E1,E1,144910.0,144910.0,206290.0,144910.0,144910.0,143590.0,172190.0,144910.0,144910.0,144910.0,144910.0,144910.0,144910.0,144910.0,144910.0,144910.0,144910.0,115640.0,144910.0,139640.0,144910.0,144910.0,144910.0,144910.0,144910.0,144910.0,144910.0,104060.0,100800.0,144910.0,144910.0,144910.0,99900.0,144910.0,144910.0,132120.0,99260.0,153020.0,144910.0,101880.0,144910.0,144910.0,144910.0,144910.0,164860.0,172840.0,144910.0,144910.0,134800.0,93360.0,144910.0,144910.0,144910.0,144910.0,144910.0,18060.0,50.0,280.0,374.0,150.0,1060.0,1390.0,196.0,56.0,81.0,40.0,564.0,72.0,99.0,704.0,369.0,180.0,110.0,231.0,710.0,74.0,319.0,420.0,580.0,40.0,134.0,339.0,59.0,150.0,179.0,79.0,494.0,260.0,1118.0,570.0,130.0,200.0,1450.0,227.0,600.0,58.0,266.0,53.0,70.0,9140.0,280.0,35.0,474.0,190.0,380.0,339.0,280.0,8.0,108.0,4.0
"Write technical reports or documentation, such as deviation reports, testing protocols, and trend analyses.",write technical reports or documentation such as deviation reports testing protocols and trend analyses,Prepare operational reports.,Prepare reports of operational or procedural activities.,Documenting/Recording Information,Quality Control Analysts,quality control analysts,19-4099.01,Quality Control Analysts,19-4099,19-4099.01,"Miscellaneous Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.962396239623963,False,0.9633346153846154,4.1,69.14,0.3068448823179796,0.5,E1,E1,62280.0,59500.0,70700.0,58240.0,59310.0,78350.0,63760.0,66710.0,62280.0,79230.0,63180.0,69320.0,50880.0,50600.0,59410.0,48650.0,50480.0,65270.0,68230.0,53360.0,66730.0,68390.0,63820.0,59100.0,49410.0,59490.0,50410.0,52260.0,48640.0,54070.0,64250.0,55980.0,56420.0,63810.0,49200.0,69350.0,49210.0,86260.0,60810.0,57680.0,69630.0,58960.0,51630.0,62050.0,48960.0,59290.0,63460.0,67240.0,73530.0,59750.0,47210.0,64510.0,62280.0,35060.0,62280.0,21591.0,204.0,99.0,245.0,204.0,5895.0,1087.0,187.0,53.0,88.0,1069.0,1303.0,613.0,321.0,438.0,438.0,245.0,514.0,187.0,941.0,228.0,2051.0,666.0,608.0,789.0,193.0,1227.0,76.0,175.0,204.0,210.0,1250.0,105.0,4318.0,1350.0,105.0,596.0,269.0,987.0,1537.0,123.0,754.0,35.0,1256.0,5358.0,240.0,93.0,1583.0,573.0,134.0,625.0,129.0,9.0,415.0,5.0
"Write technical reports or other documentation, such as handbooks or bulletins, for use by engineering staff, management, or customers.",write technical reports or other documentation such as handbooks or bulletins for use by engineering staff management or customers,Prepare procedural documents.,"Document technical designs, procedures, or activities.",Documenting/Recording Information,Aerospace Engineers,aerospace engineers,17-2011.00,Aerospace Engineers,17-2011,17-2011.00,Aerospace Engineers,Engineers,Architecture and Engineering Occupations,2026-05-31,0.0113071264295034,4.73757131214344,False,0.2963834615384615,3.83,87.32,0.0647993418586922,0.4,E1,E1,134960.0,127540.0,101710.0,123170.0,102040.0,157620.0,156190.0,129500.0,134960.0,157600.0,129280.0,140460.0,137240.0,95700.0,108940.0,107400.0,134960.0,130330.0,126130.0,136970.0,134960.0,156750.0,149470.0,128960.0,159060.0,109200.0,130680.0,134960.0,135670.0,96730.0,134960.0,126430.0,132850.0,130330.0,122930.0,134960.0,138440.0,125470.0,124630.0,133940.0,134960.0,137030.0,134960.0,128510.0,130270.0,135840.0,144400.0,143210.0,158370.0,134960.0,88400.0,134960.0,134960.0,134960.0,134960.0,67710.0,5820.0,100.0,3110.0,180.0,9170.0,4070.0,1160.0,210.0,290.0,3250.0,2230.0,40.0,190.0,200.0,440.0,40.0,1730.0,290.0,90.0,277.0,3180.0,990.0,1905.0,140.0,90.0,650.0,221.0,130.0,270.0,40.0,3400.0,570.0,560.0,650.0,186.0,3710.0,1090.0,250.0,990.0,217.0,650.0,198.0,610.0,6750.0,1010.0,100.0,2540.0,5760.0,303.0,120.0,121.0,29.0,406.0,14.0
Write technical reports or prepare graphs or charts to document experimental results.,write technical reports or prepare graphs or charts to document experimental results,Prepare scientific or technical reports or presentations.,Present research or technical information.,Documenting/Recording Information,Chemical Technicians,chemical technicians,19-4031.00,Chemical Technicians,19-4031,19-4031.00,Chemical Technicians,"Life, Physical, and Social Science Technicians","Life, Physical, and Social Science Occupations",2026-05-31,0.0030529241359659,4.7333,False,1.3334226923076924,3.87,86.26,0.387502578678382,0.4,E1,E1,60390.0,58150.0,79380.0,65860.0,45230.0,59510.0,63770.0,57310.0,78620.0,56530.0,54050.0,58120.0,63910.0,54560.0,61890.0,59290.0,58090.0,61560.0,60830.0,85850.0,49280.0,49280.0,67570.0,58180.0,62400.0,54580.0,68550.0,52890.0,62640.0,61520.0,48940.0,58580.0,55120.0,60900.0,59030.0,57760.0,59750.0,60020.0,57960.0,59420.0,61680.0,75020.0,49030.0,54840.0,62580.0,49030.0,65560.0,51850.0,62100.0,58750.0,59440.0,56320.0,60390.0,37510.0,60390.0,57540.0,1190.0,100.0,390.0,500.0,6800.0,1180.0,510.0,540.0,30.0,1840.0,850.0,40.0,170.0,1320.0,1990.0,440.0,370.0,700.0,960.0,100.0,590.0,1780.0,2220.0,870.0,480.0,720.0,240.0,280.0,1050.0,220.0,2730.0,250.0,2200.0,2660.0,150.0,3120.0,610.0,340.0,2710.0,190.0,2080.0,90.0,1470.0,6090.0,580.0,150.0,1370.0,730.0,230.0,1090.0,230.0,24.0,990.0,12.0
Write technical summaries to report findings.,write technical summaries to report findings,Write reports or evaluations.,Present research or technical information.,Documenting/Recording Information,"Computer Occupations, All Other",computer occupations all other,15-1199.00,Digital Forensics Analysts,15-1299,15-1299.06,Miscellaneous Computer Occupations,Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.0678427585770207,4.961700421094847,False,0.4429259224759615,3.8665625,89.68670673076923,0.2858031574010781,0.5037113897531456,E1,E1,116580.0,106330.0,105960.0,105240.0,86940.0,134440.0,139580.0,127720.0,137470.0,156590.0,105370.0,104610.0,120100.0,98700.0,99360.0,93540.0,107340.0,103380.0,89420.0,77000.0,107990.0,144680.0,109590.0,105680.0,91750.0,86940.0,101040.0,81970.0,92480.0,100220.0,91720.0,108310.0,127090.0,116990.0,104850.0,78330.0,109780.0,102520.0,97350.0,107230.0,102210.0,112260.0,105370.0,76470.0,111530.0,97470.0,111530.0,139030.0,128940.0,107140.0,88130.0,94520.0,76770.0,60470.0,96180.0,17371.0,630.0,170.0,5510.0,268.0,19188.0,2825.0,742.0,860.0,4118.0,13710.0,4939.0,498.0,249.0,2672.0,800.0,922.0,321.0,1850.0,1202.0,900.0,4563.0,1477.0,1781.0,1001.0,347.0,14340.0,129.0,546.0,625.0,232.0,2875.0,395.0,11460.0,3612.0,175.0,6150.0,795.0,587.0,14580.0,199.0,1029.0,240.0,2617.0,13650.0,1599.0,316.0,4070.0,3438.0,809.0,1120.0,41.0,67.0,211.0,10.0
"Write text, such as stories, articles, editorials, or newsletters.",write text such as stories articles editorials or newsletters,Write informational material.,Prepare informational or instructional materials.,Documenting/Recording Information,Editors,editors,27-3041.00,Editors,27-3041,27-3041.00,Writers and Editors,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.3392137928851037,4.893991503135747,False,2.4467234615384617,4.13,93.82,0.9945453433018808,0.5,E1,E1,77920.0,63330.0,63630.0,63090.0,50180.0,98030.0,77870.0,85950.0,75020.0,83920.0,73950.0,76650.0,55070.0,77920.0,76060.0,56440.0,57200.0,61920.0,59430.0,58860.0,50180.0,75550.0,83170.0,63090.0,62650.0,54380.0,61620.0,61750.0,46320.0,72510.0,66510.0,81680.0,64250.0,101480.0,73740.0,60520.0,72160.0,50780.0,71540.0,63460.0,77960.0,62000.0,56730.0,59550.0,45950.0,65040.0,66860.0,80590.0,77850.0,56630.0,64270.0,46710.0,77920.0,39640.0,77920.0,91690.0,530.0,60.0,820.0,260.0,14830.0,1830.0,1050.0,170.0,3310.0,3790.0,1920.0,100.0,230.0,4560.0,830.0,900.0,500.0,490.0,330.0,300.0,1850.0,3100.0,1690.0,1970.0,290.0,880.0,200.0,360.0,909.0,250.0,2120.0,230.0,16800.0,1870.0,200.0,1800.0,500.0,1110.0,3240.0,340.0,500.0,140.0,1390.0,6460.0,590.0,240.0,2720.0,1860.0,260.0,1510.0,110.0,39.0,300.0,19.0
"Write to customers in their terms and on their level so that the script, story, or advertisement message is more readily received.",write to customers in their terms and on their level so that the script story or advertisement message is more readily received,Write advertising or promotional material.,Write material for artistic or commercial purposes.,Documenting/Recording Information,Writers and Authors,writers and authors,27-3043.00,Writers and Authors,27-3043,27-3043.00,Writers and Editors,Media and Communication Workers,"Arts, Design, Entertainment, Sports, and Media Occupations",2026-05-31,0.124378390724538,4.938057532324346,False,0.9393093846153846,4.010666666666667,89.90666666666667,0.35,0.6079617131103461,E1,E1,76910.0,66950.0,76910.0,55990.0,47970.0,86480.0,76830.0,98460.0,76910.0,129300.0,68080.0,74710.0,76910.0,56360.0,68220.0,75820.0,61010.0,65840.0,48780.0,89520.0,76910.0,104330.0,85260.0,76910.0,72810.0,54180.0,58140.0,76910.0,65470.0,63910.0,71830.0,81590.0,76910.0,76910.0,63660.0,50860.0,65930.0,58770.0,80540.0,77410.0,70190.0,51920.0,56700.0,58870.0,69990.0,64530.0,94430.0,85000.0,85700.0,64410.0,64370.0,49650.0,76910.0,43440.0,76910.0,2791.0,21.0,6.0,70.0,31.0,977.0,151.0,480.0,9.0,122.0,351.0,95.0,59.99999999999999,10.0,307.0,52.0,34.0,240.0,41.0,480.0,23.0,63.0,157.0,78.0,84.0,15.0,70.0,10.0,240.0,22.0,21.0,137.0,10.0,871.0,211.0,9.0,97.0,26.0,111.0,126.0,13.0,61.0,59.99999999999999,147.0,270.0,48.0,13.0,178.0,90.0,13.0,83.0,5.0,1.0,10.0,1.0
"Write, update, and maintain computer programs or software packages to handle specific jobs such as tracking inventory, storing or retrieving data, or controlling other equipment.",write update and maintain computer programs or software packages to handle specific jobs such as tracking inventory storing or retrieving data or controlling other equipment,Modify software programs to improve performance.,Design computer or information systems or applications.,Thinking Creatively,Computer Programmers,computer programmers,15-1131.00,Computer Programmers,15-1251,15-1251.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.2374496550195726,4.621962286981951,False,2.642603076923077,4.15,88.75,1.1717577158048167,0.6,E1,E1,100390.0,93800.0,91700.0,88990.0,111840.0,116760.0,104610.0,133820.0,100390.0,100390.0,93180.0,98380.0,118180.0,89020.0,72540.0,97000.0,79180.0,92960.0,94850.0,100390.0,101780.0,125570.0,128390.0,65860.0,107250.0,85120.0,90420.0,89920.0,95150.0,93600.0,74000.0,104940.0,83750.0,103980.0,81070.0,92280.0,85270.0,99780.0,99540.0,89180.0,96470.0,99740.0,58240.0,100390.0,99330.0,104890.0,89560.0,121610.0,125620.0,65320.0,100390.0,81640.0,100390.0,51310.0,100390.0,92230.0,890.0,530.0,1560.0,1050.0,11340.0,930.0,1650.0,450.0,230.0,4760.0,1890.0,450.0,505.0,1280.0,1520.0,950.0,460.0,950.0,1580.0,450.0,2490.0,1930.0,4400.0,2070.0,1170.0,1520.0,301.0,1090.0,840.0,403.0,3930.0,600.0,7020.0,4120.0,190.0,2100.0,990.0,1370.0,3120.0,250.0,790.0,70.0,920.0,7620.0,690.0,170.0,3070.0,2540.0,140.0,3080.0,60.0,39.0,920.0,19.0
"Write, update, and maintain computer programs or software packages to handle specific jobs such as tracking inventory, storing or retrieving data, or controlling other equipment.",write update and maintain computer programs or software packages to handle specific jobs such as tracking inventory storing or retrieving data or controlling other equipment,Write computer programming code.,Program computer systems or production equipment.,Working with Computers,Computer Programmers,computer programmers,15-1131.00,Computer Programmers,15-1251,15-1251.00,"Software and Web Developers, Programmers, and Testers",Computer Occupations,Computer and Mathematical Occupations,2026-05-31,0.2374496550195726,4.621962286981951,False,2.642603076923077,4.15,88.75,1.1717577158048167,0.6,E1,E1,100390.0,93800.0,91700.0,88990.0,111840.0,116760.0,104610.0,133820.0,100390.0,100390.0,93180.0,98380.0,118180.0,89020.0,72540.0,97000.0,79180.0,92960.0,94850.0,100390.0,101780.0,125570.0,128390.0,65860.0,107250.0,85120.0,90420.0,89920.0,95150.0,93600.0,74000.0,104940.0,83750.0,103980.0,81070.0,92280.0,85270.0,99780.0,99540.0,89180.0,96470.0,99740.0,58240.0,100390.0,99330.0,104890.0,89560.0,121610.0,125620.0,65320.0,100390.0,81640.0,100390.0,51310.0,100390.0,92230.0,890.0,530.0,1560.0,1050.0,11340.0,930.0,1650.0,450.0,230.0,4760.0,1890.0,450.0,505.0,1280.0,1520.0,950.0,460.0,950.0,1580.0,450.0,2490.0,1930.0,4400.0,2070.0,1170.0,1520.0,301.0,1090.0,840.0,403.0,3930.0,600.0,7020.0,4120.0,190.0,2100.0,990.0,1370.0,3120.0,250.0,790.0,70.0,920.0,7620.0,690.0,170.0,3070.0,2540.0,140.0,3080.0,60.0,39.0,920.0,19.0
"Write work instruction manuals, data capture guidelines, or standard operating procedures.",write work instruction manuals data capture guidelines or standard operating procedures,Document operational procedures.,Maintain operational records.,Documenting/Recording Information,Clinical Data Managers,clinical data managers,15-2041.02,Clinical Data Managers,15-2051,15-2051.02,Data Scientists,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.6626834381551365,False,0.0642307692307692,3.6,100.0,0.0436641193057553,1.459867005672885,E1,E1,120230.0,103120.0,84110.0,107240.0,109390.0,141590.0,117400.0,126340.0,120230.0,126490.0,115820.0,104340.0,102130.0,89380.0,106560.0,91470.0,95830.0,98130.0,91760.0,78760.0,90880.0,136370.0,131750.0,100590.0,128800.0,69490.0,97090.0,100490.0,98230.0,98540.0,100620.0,135280.0,95850.0,130460.0,119090.0,81900.0,102630.0,86310.0,125990.0,106850.0,102440.0,91990.0,96150.0,100330.0,122090.0,108090.0,127070.0,126430.0,163350.0,85090.0,106680.0,120230.0,120230.0,80350.0,120230.0,117012.0,2327.0,308.0,6099.0,709.0,52581.0,8400.0,2354.0,1030.0,3585.0,13697.0,12386.0,401.0,1806.0,14071.0,4789.0,3076.0,655.0,2060.0,1739.0,1618.0,4468.0,12600.0,9845.0,5377.0,589.0,6327.0,294.0,2648.0,2247.0,1471.0,8601.0,749.0,32062.0,15289.0,281.0,8159.0,2541.0,2862.0,18472.0,1552.0,3750.000000000001,294.0,3732.0,34590.0,5832.0,200.00000000000003,11931.0,12841.0,522.0,5845.0,210.0,49.0,100.0,24.0
"Write work instruction manuals, data capture guidelines, or standard operating procedures.",write work instruction manuals data capture guidelines or standard operating procedures,Prepare instruction manuals.,Prepare informational or instructional materials.,Documenting/Recording Information,Clinical Data Managers,clinical data managers,15-2041.02,Clinical Data Managers,15-2051,15-2051.02,Data Scientists,Mathematical Science Occupations,Computer and Mathematical Occupations,2026-05-31,0.0030529241359659,4.6626834381551365,False,0.0642307692307692,3.6,100.0,0.0436641193057553,1.459867005672885,E1,E1,120230.0,103120.0,84110.0,107240.0,109390.0,141590.0,117400.0,126340.0,120230.0,126490.0,115820.0,104340.0,102130.0,89380.0,106560.0,91470.0,95830.0,98130.0,91760.0,78760.0,90880.0,136370.0,131750.0,100590.0,128800.0,69490.0,97090.0,100490.0,98230.0,98540.0,100620.0,135280.0,95850.0,130460.0,119090.0,81900.0,102630.0,86310.0,125990.0,106850.0,102440.0,91990.0,96150.0,100330.0,122090.0,108090.0,127070.0,126430.0,163350.0,85090.0,106680.0,120230.0,120230.0,80350.0,120230.0,117012.0,2327.0,308.0,6099.0,709.0,52581.0,8400.0,2354.0,1030.0,3585.0,13697.0,12386.0,401.0,1806.0,14071.0,4789.0,3076.0,655.0,2060.0,1739.0,1618.0,4468.0,12600.0,9845.0,5377.0,589.0,6327.0,294.0,2648.0,2247.0,1471.0,8601.0,749.0,32062.0,15289.0,281.0,8159.0,2541.0,2862.0,18472.0,1552.0,3750.000000000001,294.0,3732.0,34590.0,5832.0,200.00000000000003,11931.0,12841.0,522.0,5845.0,210.0,49.0,100.0,24.0