no_of_trainings,age,previous_year_rating,length_of_service,awards_won,avg_training_score,department,region,gender,recruitment_channel,education 1,45,3.0,3,0,54.0,Sales & Marketing,region_22,m,other,Bachelor's 1,34,3.0,6,0,58.0,Operations,region_29,m,other,Bachelor's 2,29,3.0,2,0,48.0,Sales & Marketing,region_2,f,sourcing,Bachelor's 1,39,3.0,7,0,50.0,Sales & Marketing,region_2,m,other,Bachelor's 1,49,5.0,9,0,95.0,Operations,region_7,m,sourcing,Master's & above 1,41,5.0,9,0,59.0,Operations,region_7,m,other,Bachelor's 1,36,3.0,9,0,51.0,Sales & Marketing,region_4,m,other,Bachelor's 1,38,5.0,5,0,49.0,HR,region_2,f,sourcing,Master's & above 1,42,1.0,4,0,80.0,Technology,region_26,m,sourcing,Master's & above 1,41,1.0,13,0,80.0,Technology,region_15,m,other,Bachelor's 1,34,4.0,5,0,53.0,Sales & Marketing,region_29,m,sourcing,Master's & above 1,32,4.0,8,0,48.0,Sales & Marketing,region_28,f,other,Bachelor's 1,29,4.0,4,0,82.0,Analytics,region_22,m,referred,Bachelor's 1,35,3.0,5,0,52.0,Sales & Marketing,region_1,m,other,Master's & above 1,44,2.0,4,0,71.0,Procurement,region_16,f,sourcing,Bachelor's 1,30,5.0,3,0,59.0,Finance,region_28,m,sourcing,Bachelor's 1,29,2.0,2,0,47.0,Sales & Marketing,region_22,f,sourcing,Bachelor's 1,32,3.0,7,0,54.0,HR,region_22,f,other,Bachelor's 1,36,1.0,5,0,56.0,Operations,region_13,m,other,Bachelor's 1,46,4.0,9,0,47.0,Sales & Marketing,region_16,m,sourcing,Bachelor's 2,30,1.0,5,0,82.0,Analytics,region_27,m,sourcing,Bachelor's 1,29,3.0,8,0,66.0,Operations,region_17,m,sourcing,Bachelor's 1,26,3.0,5,0,60.0,Operations,region_22,f,sourcing,Bachelor's 1,46,3.0,4,0,52.0,Sales & Marketing,region_26,m,other,Bachelor's 1,36,4.0,3,0,46.0,Sales & Marketing,region_7,f,other,Bachelor's 1,36,4.0,10,0,49.0,Sales & Marketing,region_2,m,other,Master's & above 1,27,4.0,3,0,59.0,Legal,region_22,m,sourcing,Bachelor's 1,31,5.0,3,0,58.0,Legal,region_22,m,referred,Bachelor's 1,44,4.0,5,0,59.0,Operations,region_15,m,sourcing,Master's & above 1,40,1.0,11,0,49.0,Sales & Marketing,region_8,m,other,Bachelor's 2,32,3.0,7,0,71.0,Procurement,region_22,m,other,Master's & above 1,35,1.0,7,0,57.0,Operations,region_15,m,sourcing,Bachelor's 1,36,1.0,4,0,48.0,Sales & Marketing,region_15,m,sourcing,Master's & above 1,50,1.0,6,0,55.0,Sales & Marketing,region_7,f,other,Master's & above 1,41,3.0,12,0,78.0,Technology,region_13,f,sourcing,Bachelor's 2,29,4.0,5,0,82.0,Analytics,region_32,m,other,Bachelor's 1,39,5.0,7,0,57.0,Operations,region_32,m,sourcing,Bachelor's 1,29,4.0,2,0,49.0,Sales & Marketing,region_13,f,other,Bachelor's 1,31,4.0,6,0,48.0,Sales & Marketing,region_2,f,sourcing,Master's & above 1,60,3.0,21,0,99.0,Procurement,region_2,f,other,Bachelor's 2,31,5.0,7,0,85.0,Analytics,region_34,m,other,Bachelor's 1,38,4.0,4,0,60.0,Operations,region_31,m,other,Bachelor's 1,32,4.0,4,0,90.0,Operations,region_6,f,other,Bachelor's 1,50,3.0,19,0,84.0,Analytics,region_2,m,other,Bachelor's 1,43,1.0,4,0,46.0,Sales & Marketing,region_15,m,other,Bachelor's 2,36,5.0,4,0,41.0,Sales & Marketing,region_13,f,sourcing,Bachelor's 1,30,3.0,2,0,79.0,Technology,region_2,m,other,Master's & above 1,42,3.0,5,0,54.0,Sales & Marketing,region_21,m,other,Bachelor's 1,32,5.0,7,0,52.0,Sales & Marketing,region_28,m,sourcing,Master's & above 1,34,5.0,3,0,58.0,Operations,region_13,f,other,Master's & above 3,27,5.0,3,0,52.0,Sales & Marketing,region_22,m,other,Bachelor's 1,47,5.0,9,0,79.0,Technology,region_7,m,referred,Master's & above 3,25,1.0,3,0,47.0,Sales & Marketing,region_24,m,other,Bachelor's 3,54,3.0,25,0,70.0,Procurement,region_2,m,sourcing,Bachelor's 1,38,1.0,5,0,66.0,Operations,region_2,f,sourcing,Bachelor's 1,33,3.0,6,1,49.0,Sales & Marketing,region_29,m,other,Bachelor's 1,32,2.0,6,0,47.0,Sales & Marketing,region_11,m,other,Bachelor's 1,20,3.0,2,0,51.0,Sales & Marketing,region_13,m,other,Bachelor's 1,47,3.0,4,0,51.0,HR,region_2,m,other,Bachelor's 2,32,5.0,3,0,83.0,Analytics,region_25,m,sourcing,Bachelor's 2,37,1.0,7,0,50.0,Sales & Marketing,region_13,m,other,Master's & above 1,24,4.0,2,0,73.0,Procurement,region_2,f,sourcing,Bachelor's 1,24,4.0,2,0,63.0,Operations,region_11,m,other,Bachelor's 1,40,3.0,2,0,57.0,Operations,region_2,f,other,Master's & above 1,34,3.0,8,0,84.0,Technology,region_5,f,sourcing,Master's & above 2,46,3.0,3,0,51.0,Sales & Marketing,region_13,m,sourcing,Bachelor's 2,46,2.0,12,0,48.0,Sales & Marketing,region_2,m,sourcing,Master's & above 1,29,5.0,6,0,90.0,Finance,region_7,f,sourcing,Bachelor's 1,29,3.0,2,0,50.0,Sales & Marketing,region_7,m,sourcing,Bachelor's 1,27,2.0,3,0,69.0,Procurement,region_14,f,sourcing,Bachelor's 1,37,2.0,6,0,50.0,Sales & Marketing,region_31,m,sourcing,Master's & above 1,27,4.0,5,0,59.0,Operations,region_31,f,other,Bachelor's 3,30,1.0,5,0,67.0,Procurement,region_15,f,sourcing,Bachelor's 1,32,2.0,5,0,85.0,Analytics,region_22,m,sourcing,Master's & above 2,26,4.0,4,0,49.0,Sales & Marketing,region_22,m,other,Bachelor's 1,46,3.0,2,0,59.0,Operations,region_4,m,other,Bachelor's 1,51,3.0,15,0,79.0,Technology,region_22,m,sourcing,Master's & above 1,38,2.0,5,0,59.0,Operations,region_29,f,other,Bachelor's 1,42,3.0,2,0,69.0,Procurement,region_2,m,other,Master's & above 1,38,3.0,3,0,58.0,Operations,region_2,m,other,Master's & above 1,26,3.0,2,0,49.0,Sales & Marketing,region_7,m,other,Bachelor's 1,30,2.0,3,0,87.0,Analytics,region_25,m,other,Bachelor's 1,34,5.0,5,0,49.0,HR,region_22,f,other,Master's & above 1,44,4.0,7,0,57.0,Operations,region_8,m,sourcing,Master's & above 2,53,3.0,13,0,82.0,Technology,region_33,m,other,Bachelor's 2,34,2.0,8,0,53.0,Sales & Marketing,region_24,m,sourcing,Bachelor's 1,45,3.0,6,0,62.0,Operations,region_27,m,other,Bachelor's 1,50,4.0,2,0,75.0,Technology,region_7,m,sourcing,Master's & above 1,46,2.0,12,0,55.0,Operations,region_31,m,other,Bachelor's 1,30,3.0,7,0,59.0,Finance,region_22,m,other,Bachelor's 2,35,3.0,7,0,56.0,Sales & Marketing,region_2,m,other,Master's & above 1,41,4.0,4,0,77.0,Technology,region_2,m,other,Master's & above 1,35,2.0,4,0,64.0,Procurement,region_23,f,other,Master's & above 1,31,1.0,5,0,62.0,Operations,region_2,f,other,Bachelor's 1,43,3.0,3,0,48.0,Sales & Marketing,region_31,m,sourcing,Bachelor's 1,35,4.0,7,0,44.0,Sales & Marketing,region_26,m,other,Master's & above 1,29,5.0,4,0,83.0,Technology,region_2,f,other,Bachelor's 1,33,5.0,7,0,81.0,Technology,region_7,f,sourcing,Master's & above 1,34,5.0,8,0,55.0,Operations,region_2,m,other,Master's & above 1,36,3.0,9,0,81.0,Technology,region_2,f,sourcing,Bachelor's 1,34,1.0,6,0,46.0,Sales & Marketing,region_32,m,sourcing,Bachelor's 1,39,5.0,6,0,57.0,Operations,region_13,m,sourcing,Master's & above 1,35,5.0,9,0,71.0,Procurement,region_2,f,other,Bachelor's 4,30,3.0,5,0,65.0,Procurement,region_4,m,sourcing,Bachelor's 1,38,3.0,8,0,54.0,Operations,region_21,m,other,Bachelor's 1,37,3.0,9,0,58.0,Operations,region_13,m,sourcing,Bachelor's 1,32,4.0,3,0,77.0,Analytics,region_16,m,sourcing,Bachelor's 1,37,3.0,5,0,50.0,Sales & Marketing,region_4,f,other,Master's & above 1,26,4.0,2,0,47.0,Sales & Marketing,region_7,f,sourcing,Bachelor's 1,29,4.0,2,0,49.0,Sales & Marketing,region_3,m,other,Bachelor's 3,32,5.0,2,0,58.0,Operations,region_24,f,sourcing,Bachelor's 1,32,5.0,7,0,58.0,Operations,region_17,f,sourcing,Bachelor's 1,42,3.0,6,0,57.0,Operations,region_2,f,other,Bachelor's 2,35,3.0,10,0,73.0,Procurement,region_7,f,other,Bachelor's 1,40,4.0,7,0,47.0,Sales & Marketing,region_22,f,other,Bachelor's 1,47,3.0,15,0,74.0,Procurement,region_2,f,other,Bachelor's 2,25,3.0,5,0,74.0,Procurement,region_2,f,other,Bachelor's 1,39,5.0,10,0,59.0,Operations,region_2,f,other,Master's & above 1,36,4.0,7,1,50.0,Sales & Marketing,region_30,m,sourcing,Master's & above 2,37,4.0,5,0,74.0,Procurement,region_2,f,other,Master's & above 1,34,3.0,8,0,88.0,Analytics,region_22,f,sourcing,Master's & above 1,34,5.0,10,0,58.0,Operations,region_11,f,sourcing,Bachelor's 1,30,4.0,2,0,60.0,Legal,region_32,m,other,Bachelor's 1,36,3.0,8,0,80.0,Technology,region_27,m,sourcing,Bachelor's 1,30,5.0,2,0,65.0,Legal,region_31,f,sourcing,Bachelor's 3,26,3.0,4,0,70.0,Procurement,region_2,m,sourcing,Bachelor's 1,34,3.0,7,0,66.0,Operations,region_22,m,other,Bachelor's 1,32,5.0,7,0,60.0,Finance,region_4,m,sourcing,Bachelor's 1,40,1.0,3,0,81.0,Technology,region_7,f,other,Master's & above 1,32,3.0,6,0,49.0,Sales & Marketing,region_25,m,other,Bachelor's 2,26,2.0,4,0,72.0,Procurement,region_22,m,other,Bachelor's 1,32,2.0,8,0,49.0,HR,region_2,f,other,Bachelor's 1,34,3.0,4,0,79.0,Technology,region_30,f,other,Master's & above 2,36,3.0,7,0,44.0,Sales & Marketing,region_30,m,other,Bachelor's 1,33,3.0,3,0,49.0,Sales & Marketing,region_1,f,other,Master's & above 1,34,4.0,7,0,49.0,HR,region_22,f,other,Master's & above 1,39,3.0,11,0,60.0,Operations,region_14,f,sourcing,Bachelor's 1,38,5.0,3,0,51.0,Sales & Marketing,region_32,m,sourcing,Bachelor's 2,42,3.0,12,0,82.0,Technology,region_7,f,other,Master's & above 1,33,4.0,5,0,48.0,HR,region_2,m,sourcing,Bachelor's 1,31,3.0,6,0,54.0,Sales & Marketing,region_13,f,sourcing,Bachelor's 1,33,3.0,5,0,58.0,Operations,region_12,f,sourcing,Bachelor's 1,40,3.0,7,0,57.0,Operations,region_13,m,sourcing,Bachelor's 1,27,3.0,1,0,51.0,Sales & Marketing,region_2,f,sourcing,Bachelor's 1,39,3.0,8,0,78.0,Technology,region_16,m,other,Master's & above 1,36,1.0,5,0,57.0,Operations,region_22,m,sourcing,Bachelor's 2,39,5.0,9,0,62.0,Operations,region_27,m,sourcing,Bachelor's 2,29,2.0,3,0,52.0,Sales & Marketing,region_22,m,sourcing,Bachelor's 1,50,3.0,14,0,69.0,Procurement,region_17,f,other,Master's & above 2,40,3.0,2,1,84.0,R&D,region_26,m,sourcing,Bachelor's 1,37,4.0,9,0,50.0,Sales & Marketing,region_2,m,other,Master's & above 1,38,3.0,7,1,70.0,Procurement,region_7,f,sourcing,Master's & above 1,34,2.0,7,0,59.0,Operations,region_13,m,other,Bachelor's 1,25,4.0,2,0,53.0,Sales & Marketing,region_7,f,other,Bachelor's 1,40,3.0,4,0,52.0,Sales & Marketing,region_4,m,other,Bachelor's 1,34,4.0,7,0,79.0,Technology,region_14,f,sourcing,Master's & above 1,35,3.0,7,0,49.0,Sales & Marketing,region_15,f,other,Bachelor's 1,31,2.0,3,0,81.0,Technology,region_13,f,other,Master's & above 1,25,3.0,3,0,80.0,Technology,region_27,f,other,Bachelor's 1,25,3.0,2,0,50.0,Sales & Marketing,region_15,m,other,Bachelor's 1,27,5.0,2,0,47.0,Sales & Marketing,region_25,m,other,Bachelor's 1,31,3.0,7,0,88.0,Analytics,region_15,m,sourcing,Bachelor's 1,46,5.0,17,0,69.0,Procurement,region_2,m,sourcing,Master's & above 1,36,4.0,7,0,60.0,Operations,region_7,f,sourcing,Master's & above 1,35,3.0,3,1,72.0,Procurement,region_5,m,other,Master's & above 1,26,3.0,3,0,84.0,Analytics,region_26,m,sourcing,Bachelor's 1,34,3.0,10,0,58.0,Legal,region_26,m,other,Bachelor's 1,25,4.0,2,0,58.0,Operations,region_26,m,other,Bachelor's 2,27,5.0,3,0,53.0,Sales & Marketing,region_24,m,other,Bachelor's 1,34,3.0,4,0,83.0,Technology,region_2,m,other,Bachelor's 1,27,2.0,5,0,78.0,Technology,region_16,m,other,Bachelor's 2,32,2.0,2,0,49.0,Sales & Marketing,region_22,m,sourcing,Master's & above 1,35,4.0,4,0,47.0,Sales & Marketing,region_15,m,other,Master's & above 1,32,4.0,7,0,57.0,Operations,region_26,m,sourcing,Master's & above 1,49,2.0,6,0,46.0,Sales & Marketing,region_13,m,sourcing,Bachelor's 2,24,3.0,2,0,73.0,Procurement,region_2,m,other,Below Secondary 1,34,5.0,5,1,99.0,Operations,region_4,m,other,Bachelor's 1,36,1.0,5,0,50.0,Sales & Marketing,region_31,m,other,Bachelor's 1,30,1.0,3,0,69.0,Procurement,region_24,m,sourcing,Bachelor's 1,40,3.0,10,0,69.0,Procurement,region_7,f,sourcing,Master's & above 1,37,5.0,8,0,49.0,Sales & Marketing,region_7,m,other,Bachelor's 1,34,5.0,8,0,90.0,Analytics,region_25,m,sourcing,Master's & above 1,36,4.0,7,0,67.0,Procurement,region_16,m,other,Bachelor's 1,55,3.0,13,0,79.0,Technology,region_13,m,sourcing,Bachelor's 1,49,5.0,15,0,55.0,Operations,region_2,m,other,Bachelor's 3,26,1.0,1,0,50.0,Sales & Marketing,region_29,f,other,Bachelor's 1,34,3.0,7,0,57.0,Finance,region_21,m,sourcing,Master's & above 1,35,4.0,7,0,48.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 3,34,3.0,3,0,58.0,Legal,region_2,m,sourcing,Bachelor's 2,33,5.0,7,0,60.0,Operations,region_19,m,sourcing,Bachelor's 1,36,5.0,2,0,62.0,Procurement,region_7,f,sourcing,Bachelor's 1,30,1.0,2,0,52.0,Sales & Marketing,region_7,f,other,Bachelor's 1,24,3.0,2,0,86.0,Analytics,region_22,m,sourcing,Bachelor's 1,32,4.0,3,0,70.0,Procurement,region_21,f,sourcing,Bachelor's 1,30,3.0,2,0,50.0,Sales & Marketing,region_26,m,other,Bachelor's 1,32,1.0,5,0,82.0,Technology,region_31,m,other,Master's & above 1,51,3.0,19,0,72.0,Procurement,region_2,m,sourcing,Master's & above 2,35,3.0,3,0,48.0,Sales & Marketing,region_7,m,other,Bachelor's 1,34,3.0,3,0,62.0,Operations,region_22,m,sourcing,Bachelor's 1,41,3.0,7,0,55.0,Operations,region_26,m,sourcing,Master's & above 1,37,5.0,8,0,88.0,Analytics,region_26,m,other,Bachelor's 1,35,5.0,2,0,47.0,Sales & Marketing,region_11,m,other,Bachelor's 1,43,4.0,7,0,73.0,Procurement,region_2,f,other,Bachelor's 1,48,1.0,7,0,59.0,Operations,region_2,m,other,Master's & above 1,54,3.0,22,0,72.0,Technology,region_2,f,sourcing,Bachelor's 1,33,3.0,4,0,82.0,Technology,region_5,m,other,Bachelor's 1,32,3.0,8,0,52.0,Sales & Marketing,region_22,m,other,Master's & above 1,38,5.0,10,0,56.0,Operations,region_22,m,other,Master's & above 2,31,3.0,5,1,81.0,R&D,region_26,m,referred,Bachelor's 3,33,3.0,6,0,83.0,Technology,region_2,f,sourcing,Master's & above 1,27,3.0,2,0,83.0,Technology,region_19,m,other,Bachelor's 1,44,2.0,8,0,50.0,Sales & Marketing,region_13,m,other,Master's & above 1,32,3.0,7,0,49.0,Sales & Marketing,region_15,m,sourcing,Bachelor's 1,29,3.0,2,0,82.0,Analytics,region_22,m,sourcing,Bachelor's 3,48,3.0,16,0,78.0,Technology,region_7,m,other,Bachelor's 1,34,3.0,7,0,50.0,HR,region_2,f,other,Bachelor's 1,40,1.0,9,0,50.0,Sales & Marketing,region_28,f,other,Master's & above 1,30,1.0,3,0,49.0,Sales & Marketing,region_5,m,other,Bachelor's 2,36,5.0,3,0,85.0,Analytics,region_4,m,sourcing,Bachelor's 2,39,2.0,14,0,54.0,Sales & Marketing,region_11,m,other,Bachelor's 2,35,1.0,4,0,68.0,Procurement,region_22,m,other,Master's & above 1,31,1.0,6,0,47.0,Sales & Marketing,region_5,f,other,Bachelor's 1,34,3.0,7,0,79.0,Technology,region_10,m,other,Master's & above 1,35,4.0,10,0,47.0,Sales & Marketing,region_2,m,sourcing,Master's & above 3,37,4.0,4,0,69.0,Procurement,region_2,f,other,Master's & above 2,35,3.0,7,0,64.0,Operations,region_2,m,other,Bachelor's 1,38,4.0,10,0,47.0,Sales & Marketing,region_7,m,sourcing,Bachelor's 2,39,1.0,13,0,50.0,Sales & Marketing,region_26,m,other,Bachelor's 1,37,4.0,12,0,85.0,Analytics,region_29,m,other,Bachelor's 3,33,3.0,4,0,79.0,Technology,region_14,m,sourcing,Bachelor's 1,31,5.0,3,0,89.0,R&D,region_22,m,other,Master's & above 1,42,2.0,8,0,47.0,Sales & Marketing,region_2,f,sourcing,Bachelor's 1,33,3.0,9,0,73.0,Procurement,region_16,m,other,Bachelor's 2,36,2.0,4,0,53.0,Sales & Marketing,region_2,m,other,Bachelor's 2,20,3.0,2,0,74.0,Procurement,region_2,m,sourcing,Below Secondary 3,37,3.0,2,0,80.0,Technology,region_13,f,other,Master's & above 3,32,5.0,3,0,83.0,Technology,region_22,f,sourcing,Master's & above 1,42,3.0,12,0,64.0,Operations,region_2,f,sourcing,Master's & above 1,44,5.0,6,0,69.0,Procurement,region_7,f,other,Master's & above 1,29,3.0,2,0,59.0,Operations,region_7,f,sourcing,Bachelor's 1,38,3.0,4,0,87.0,Analytics,region_15,m,other,Bachelor's 1,30,3.0,7,0,50.0,HR,region_7,m,other,Bachelor's 1,50,3.0,13,0,47.0,HR,region_2,f,other,Master's & above 1,50,3.0,12,0,53.0,Sales & Marketing,region_7,m,other,Bachelor's 2,45,3.0,3,0,49.0,Sales & Marketing,region_13,m,sourcing,Master's & above 2,52,3.0,13,0,60.0,Operations,region_22,m,sourcing,Master's & above 1,33,3.0,8,0,93.0,Sales & Marketing,region_15,f,sourcing,Bachelor's 1,34,5.0,4,0,58.0,Operations,region_31,f,sourcing,Bachelor's 1,28,5.0,4,0,52.0,HR,region_11,m,sourcing,Bachelor's 2,25,4.0,2,0,82.0,Analytics,region_2,m,sourcing,Bachelor's 1,46,3.0,3,0,49.0,Sales & Marketing,region_2,f,other,Master's & above 1,33,5.0,6,0,80.0,Technology,region_23,f,other,Master's & above 1,32,5.0,2,1,87.0,Analytics,region_31,m,other,Bachelor's 1,30,5.0,8,0,50.0,Sales & Marketing,region_7,m,other,Bachelor's 1,39,5.0,8,0,83.0,Technology,region_20,m,sourcing,Master's & above 1,36,5.0,10,0,59.0,Operations,region_15,m,sourcing,Bachelor's 1,57,3.0,18,0,67.0,Procurement,region_2,m,sourcing,Bachelor's 1,42,1.0,7,0,52.0,Sales & Marketing,region_15,m,other,Master's & above 1,33,1.0,4,0,50.0,Sales & Marketing,region_2,f,other,Bachelor's 1,35,3.0,3,0,44.0,Sales & Marketing,region_31,m,sourcing,Bachelor's 1,39,3.0,4,0,48.0,Sales & Marketing,region_25,f,other,Master's & above 1,31,4.0,5,0,67.0,Operations,region_31,f,other,Bachelor's 1,28,3.0,2,0,68.0,Procurement,region_24,m,sourcing,Bachelor's 1,33,5.0,7,0,51.0,Sales & Marketing,region_4,m,other,Bachelor's 1,35,5.0,9,0,67.0,Operations,region_15,f,sourcing,Bachelor's 1,33,5.0,8,0,57.0,Operations,region_14,m,other,Bachelor's 1,35,3.0,3,0,58.0,Operations,region_17,f,other,Bachelor's 2,43,3.0,14,0,56.0,Operations,region_22,m,other,Bachelor's 1,34,4.0,9,0,63.0,Operations,region_2,f,other,Master's & above 1,34,4.0,3,0,77.0,Procurement,region_19,m,other,Bachelor's 1,35,3.0,4,0,76.0,Technology,region_10,m,other,Master's & above 1,32,3.0,7,0,85.0,Analytics,region_26,m,other,Bachelor's 1,49,5.0,3,0,70.0,Procurement,region_13,f,other,Master's & above 2,41,4.0,5,0,50.0,Sales & Marketing,region_27,m,sourcing,Bachelor's 1,32,4.0,2,0,48.0,Sales & Marketing,region_26,m,other,Bachelor's 1,29,3.0,4,0,82.0,R&D,region_22,m,other,Bachelor's 1,39,5.0,4,0,47.0,Sales & Marketing,region_7,m,sourcing,Master's & above 1,31,3.0,7,0,71.0,Procurement,region_30,m,other,Bachelor's 2,31,3.0,5,0,82.0,Technology,region_14,f,other,Bachelor's 1,44,4.0,6,0,48.0,Sales & Marketing,region_31,m,sourcing,Bachelor's 2,35,3.0,5,0,86.0,Technology,region_7,m,sourcing,Master's & above 1,49,4.0,18,0,83.0,Technology,region_2,f,other,Master's & above 1,40,5.0,2,1,80.0,Technology,region_2,m,referred,Bachelor's 1,27,3.0,4,0,84.0,Analytics,region_1,m,other,Bachelor's 1,49,3.0,16,0,87.0,R&D,region_2,m,sourcing,Bachelor's 1,36,4.0,10,0,63.0,Operations,region_17,m,sourcing,Bachelor's 1,39,3.0,13,0,62.0,Operations,region_27,f,sourcing,Bachelor's 1,32,5.0,6,0,60.0,Operations,region_1,m,other,Bachelor's 1,36,1.0,10,0,49.0,Sales & Marketing,region_25,m,sourcing,Bachelor's 2,35,4.0,7,0,85.0,R&D,region_7,m,sourcing,Bachelor's 2,30,5.0,7,0,79.0,Technology,region_13,m,sourcing,Bachelor's 1,52,5.0,12,0,47.0,Sales & Marketing,region_2,m,sourcing,Master's & above 1,29,4.0,2,0,83.0,Analytics,region_22,m,other,Bachelor's 1,45,4.0,15,0,68.0,Procurement,region_10,f,sourcing,Master's & above 1,32,5.0,7,0,83.0,Analytics,region_28,f,sourcing,Bachelor's 1,29,5.0,2,0,81.0,Technology,region_7,f,other,Bachelor's 3,28,3.0,3,0,86.0,Analytics,region_28,m,other,Bachelor's 1,37,4.0,2,0,62.0,Operations,region_31,f,sourcing,Master's & above 1,39,3.0,8,0,49.0,Sales & Marketing,region_15,m,sourcing,Master's & above 1,35,5.0,2,0,85.0,Analytics,region_1,m,other,Master's & above 1,34,4.0,7,0,59.0,Operations,region_10,f,other,Bachelor's 1,37,2.0,7,1,81.0,Analytics,region_5,m,sourcing,Master's & above 1,29,3.0,4,1,79.0,Technology,region_27,m,sourcing,Bachelor's 1,27,4.0,3,0,78.0,Technology,region_27,m,other,Bachelor's 2,27,3.0,4,0,77.0,Technology,region_2,m,other,Bachelor's 1,30,5.0,4,0,57.0,Operations,region_22,m,sourcing,Bachelor's 1,35,3.0,5,0,60.0,Legal,region_30,m,sourcing,Bachelor's 1,32,5.0,6,0,64.0,Operations,region_7,f,other,Bachelor's 1,37,1.0,10,0,81.0,Technology,region_7,m,other,Bachelor's 1,27,1.0,4,0,50.0,Sales & Marketing,region_15,m,other,Bachelor's 1,28,2.0,3,0,59.0,Finance,region_15,m,other,Bachelor's 1,48,2.0,18,0,48.0,Sales & Marketing,region_7,m,sourcing,Bachelor's 1,40,4.0,7,0,71.0,Procurement,region_8,m,other,Master's & above 2,31,5.0,6,0,63.0,Operations,region_32,m,other,Bachelor's 1,30,5.0,6,0,70.0,Procurement,region_21,m,other,Bachelor's 1,29,4.0,2,0,84.0,Analytics,region_14,m,sourcing,Bachelor's 2,33,4.0,2,0,75.0,Technology,region_13,f,sourcing,Master's & above 1,27,1.0,4,0,76.0,Technology,region_5,f,sourcing,Bachelor's 2,31,3.0,5,0,51.0,Sales & Marketing,region_11,m,sourcing,Bachelor's 1,49,5.0,3,0,52.0,HR,region_2,f,other,Master's & above 2,28,2.0,4,0,85.0,R&D,region_22,m,sourcing,Bachelor's 3,31,3.0,4,0,76.0,Technology,region_30,m,other,Bachelor's 1,29,3.0,7,0,62.0,Finance,region_15,m,other,Bachelor's 1,31,3.0,4,0,52.0,Sales & Marketing,region_29,f,other,Master's & above 2,38,3.0,10,0,67.0,Procurement,region_7,m,other,Bachelor's 1,35,5.0,9,0,58.0,Operations,region_8,m,other,Bachelor's 1,47,5.0,8,0,82.0,Analytics,region_4,m,other,Master's & above 1,31,2.0,4,0,55.0,Sales & Marketing,region_23,m,other,Bachelor's 1,46,5.0,7,0,49.0,Sales & Marketing,region_2,m,other,Bachelor's 1,41,3.0,6,0,60.0,Operations,region_22,m,sourcing,Bachelor's 2,28,2.0,4,0,76.0,Technology,region_29,f,other,Bachelor's 1,29,3.0,3,0,85.0,R&D,region_7,m,other,Bachelor's 1,29,5.0,4,0,83.0,Analytics,region_22,m,other,Master's & above 1,38,5.0,2,1,93.0,Operations,region_13,f,other,Master's & above 1,33,4.0,6,0,53.0,Finance,region_4,f,other,Master's & above 1,35,1.0,4,0,58.0,Operations,region_19,m,other,Bachelor's 1,36,4.0,5,0,60.0,Operations,region_8,m,other,Master's & above 1,38,5.0,10,0,71.0,Procurement,region_7,m,sourcing,Bachelor's 1,40,3.0,8,0,62.0,Operations,region_7,m,other,Bachelor's 1,32,5.0,7,0,69.0,Procurement,region_7,m,other,Bachelor's 1,33,5.0,6,0,47.0,Sales & Marketing,region_7,m,other,Bachelor's 2,28,1.0,4,0,42.0,Sales & Marketing,region_31,f,other,Bachelor's 2,26,5.0,4,0,53.0,Operations,region_8,m,other,Bachelor's 1,33,5.0,9,0,58.0,Operations,region_19,f,sourcing,Bachelor's 1,40,3.0,5,0,62.0,Sales & Marketing,region_7,m,other,Bachelor's 1,28,5.0,5,0,77.0,Finance,region_30,m,other,Bachelor's 1,33,5.0,8,0,88.0,Analytics,region_26,m,other,Bachelor's 1,39,3.0,11,0,83.0,Analytics,region_7,m,other,Bachelor's 1,32,3.0,6,0,91.0,Analytics,region_19,m,other,Bachelor's 1,35,5.0,6,0,50.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 2,27,3.0,5,0,58.0,Operations,region_27,m,sourcing,Bachelor's 1,34,5.0,2,0,84.0,Analytics,region_25,m,other,Master's & above 1,30,3.0,5,0,77.0,Technology,region_2,f,referred,Bachelor's 1,41,5.0,8,0,43.0,Sales & Marketing,region_7,m,sourcing,Bachelor's 1,43,4.0,4,0,67.0,Procurement,region_7,f,sourcing,Master's & above 1,38,5.0,3,0,67.0,Procurement,region_17,m,other,Bachelor's 2,26,2.0,4,0,82.0,Technology,region_26,f,sourcing,Bachelor's 1,33,3.0,6,0,71.0,Procurement,region_16,f,other,Bachelor's 1,24,3.0,2,0,59.0,Operations,region_7,m,other,Below Secondary 1,29,3.0,2,0,70.0,Procurement,region_28,m,other,Bachelor's 1,34,4.0,6,0,64.0,Operations,region_26,m,sourcing,Master's & above 1,37,2.0,5,0,70.0,Procurement,region_7,m,other,Bachelor's 1,36,5.0,6,0,58.0,Finance,region_13,m,sourcing,Master's & above 1,40,3.0,7,0,81.0,Technology,region_26,m,other,Bachelor's 1,30,3.0,6,0,58.0,Operations,region_6,m,sourcing,Bachelor's 2,31,3.0,7,0,47.0,Sales & Marketing,region_7,m,sourcing,Bachelor's 2,33,3.0,3,0,57.0,Operations,region_22,f,sourcing,Bachelor's 1,27,5.0,5,0,55.0,Finance,region_7,m,other,Bachelor's 1,38,1.0,9,0,57.0,Operations,region_22,f,sourcing,Bachelor's 1,31,4.0,4,0,90.0,Technology,region_15,m,sourcing,Bachelor's 1,37,4.0,3,0,59.0,Operations,region_19,f,other,Bachelor's 1,45,5.0,6,0,85.0,Analytics,region_7,m,other,Bachelor's 1,58,2.0,16,0,51.0,Sales & Marketing,region_2,m,other,Bachelor's 1,30,5.0,3,0,51.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 3,35,3.0,9,0,72.0,Procurement,region_2,m,sourcing,Master's & above 1,28,1.0,10,0,63.0,Operations,region_26,m,sourcing,Bachelor's 1,39,5.0,2,0,58.0,Operations,region_19,m,sourcing,Bachelor's 1,37,3.0,10,0,67.0,Procurement,region_34,f,sourcing,Master's & above 1,38,4.0,11,0,47.0,Sales & Marketing,region_2,f,sourcing,Master's & above 2,33,5.0,5,0,68.0,Operations,region_23,m,sourcing,Bachelor's 2,29,3.0,4,0,85.0,Analytics,region_22,m,other,Bachelor's 1,31,4.0,4,0,49.0,Sales & Marketing,region_13,m,other,Bachelor's 1,40,3.0,5,1,79.0,Technology,region_23,m,other,Bachelor's 1,50,3.0,18,0,52.0,Sales & Marketing,region_31,m,sourcing,Bachelor's 1,42,2.0,14,0,80.0,Technology,region_16,m,other,Bachelor's 3,31,3.0,5,0,63.0,Finance,region_22,f,other,Bachelor's 1,34,5.0,5,0,71.0,Operations,region_15,m,sourcing,Bachelor's 2,35,3.0,5,0,48.0,Sales & Marketing,region_2,f,other,Bachelor's 1,27,5.0,4,0,47.0,Sales & Marketing,region_14,m,sourcing,Bachelor's 1,31,3.0,6,0,69.0,Procurement,region_4,m,other,Master's & above 1,30,3.0,4,0,73.0,Procurement,region_4,f,other,Bachelor's 1,36,3.0,2,0,84.0,Analytics,region_7,m,other,Master's & above 1,28,3.0,4,0,50.0,HR,region_30,m,other,Bachelor's 1,29,3.0,5,0,85.0,Analytics,region_7,f,other,Bachelor's 1,30,1.0,6,0,48.0,Sales & Marketing,region_21,f,other,Bachelor's 1,33,1.0,5,0,51.0,HR,region_20,m,sourcing,Master's & above 1,31,2.0,5,1,57.0,Operations,region_32,m,sourcing,Bachelor's 1,27,3.0,3,0,65.0,Operations,region_1,m,sourcing,Bachelor's 1,35,1.0,3,0,51.0,Sales & Marketing,region_23,f,other,Master's & above 1,31,5.0,4,0,48.0,Sales & Marketing,region_22,f,sourcing,Bachelor's 1,26,3.0,4,0,53.0,Sales & Marketing,region_11,m,other,Bachelor's 1,28,3.0,5,0,84.0,R&D,region_22,m,sourcing,Bachelor's 1,56,4.0,2,0,74.0,Technology,region_2,f,sourcing,Bachelor's 2,47,5.0,7,0,50.0,Sales & Marketing,region_2,f,other,Bachelor's 1,26,5.0,3,0,81.0,Analytics,region_22,m,other,Bachelor's 1,31,3.0,5,0,59.0,Operations,region_15,f,other,Bachelor's 3,30,3.0,7,1,68.0,Procurement,region_15,m,other,Bachelor's 1,27,1.0,4,0,50.0,Sales & Marketing,region_19,m,other,Bachelor's 3,35,2.0,12,0,68.0,Procurement,region_2,m,sourcing,Master's & above 1,35,4.0,7,0,50.0,Sales & Marketing,region_28,m,other,Bachelor's 2,31,5.0,7,0,60.0,Operations,region_22,m,sourcing,Bachelor's 1,28,1.0,5,0,70.0,Procurement,region_29,m,sourcing,Bachelor's 1,33,5.0,4,0,70.0,Procurement,region_4,f,sourcing,Bachelor's 2,53,3.0,5,0,72.0,Procurement,region_22,m,sourcing,Master's & above 1,34,2.0,9,0,53.0,Sales & Marketing,region_31,f,sourcing,Master's & above 2,42,3.0,11,0,62.0,Operations,region_22,m,sourcing,Master's & above 1,42,3.0,15,0,80.0,Technology,region_7,m,sourcing,Bachelor's 1,33,5.0,5,0,71.0,Finance,region_28,m,sourcing,Master's & above 1,49,4.0,7,0,95.0,Operations,region_27,m,sourcing,Master's & above 1,39,4.0,7,0,72.0,Procurement,region_15,m,sourcing,Bachelor's 1,38,2.0,4,0,65.0,Procurement,region_17,f,other,Bachelor's 1,26,2.0,6,0,77.0,Technology,region_7,m,other,Bachelor's 1,44,3.0,13,0,81.0,Technology,region_33,m,other,Bachelor's 2,34,5.0,6,0,75.0,Operations,region_15,m,other,Bachelor's 1,27,4.0,2,0,87.0,Analytics,region_26,m,other,Bachelor's 2,39,3.0,5,0,90.0,Analytics,region_22,m,sourcing,Master's & above 1,30,3.0,3,0,49.0,Sales & Marketing,region_29,f,other,Bachelor's 2,44,5.0,7,0,78.0,Technology,region_2,m,sourcing,Bachelor's 2,36,3.0,3,0,86.0,Analytics,region_23,m,other,Master's & above 1,33,3.0,6,0,60.0,Operations,region_7,f,other,Bachelor's 1,42,3.0,12,0,59.0,Operations,region_2,f,sourcing,Master's & above 1,45,1.0,16,0,78.0,Technology,region_7,m,sourcing,Master's & above 1,46,2.0,15,0,51.0,Sales & Marketing,region_4,m,sourcing,Master's & above 1,40,5.0,12,0,67.0,Procurement,region_7,m,other,Master's & above 1,22,5.0,2,0,56.0,Sales & Marketing,region_13,m,other,Bachelor's 1,48,3.0,8,0,91.0,Procurement,region_2,f,other,Master's & above 1,30,3.0,3,0,58.0,Operations,region_23,m,sourcing,Bachelor's 1,27,3.0,2,0,47.0,HR,region_22,m,other,Bachelor's 1,29,3.0,2,0,89.0,Analytics,region_28,m,sourcing,Bachelor's 1,24,3.0,2,0,65.0,Operations,region_22,m,sourcing,Bachelor's 1,38,3.0,4,1,78.0,Procurement,region_22,m,sourcing,Master's & above 1,37,5.0,7,0,60.0,Operations,region_15,m,referred,Bachelor's 1,51,3.0,2,0,59.0,Finance,region_2,m,sourcing,Bachelor's 2,33,4.0,7,0,87.0,R&D,region_22,m,sourcing,Master's & above 1,34,5.0,9,0,74.0,Procurement,region_15,m,sourcing,Bachelor's 1,35,5.0,7,0,60.0,Operations,region_2,f,sourcing,Bachelor's 1,33,3.0,8,0,52.0,HR,region_5,m,sourcing,Bachelor's 3,32,1.0,5,0,54.0,Sales & Marketing,region_6,m,other,Bachelor's 2,32,2.0,3,0,67.0,Procurement,region_28,m,sourcing,Master's & above 1,35,4.0,7,1,50.0,Sales & Marketing,region_4,m,other,Master's & above 1,27,4.0,3,0,47.0,Sales & Marketing,region_7,m,sourcing,Bachelor's 1,56,5.0,13,0,58.0,Legal,region_2,m,sourcing,Master's & above 1,33,3.0,7,0,67.0,Procurement,region_31,m,other,Master's & above 1,24,3.0,3,0,52.0,HR,region_22,f,other,Bachelor's 1,31,3.0,4,0,52.0,Sales & Marketing,region_2,m,other,Bachelor's 1,32,5.0,7,0,81.0,Analytics,region_22,m,other,Bachelor's 2,28,3.0,4,0,78.0,Technology,region_23,m,sourcing,Bachelor's 2,46,4.0,3,0,60.0,Operations,region_27,m,other,Bachelor's 1,36,4.0,5,0,57.0,Legal,region_7,m,other,Bachelor's 1,49,3.0,19,0,64.0,Operations,region_19,m,other,Master's & above 1,33,3.0,3,0,85.0,Technology,region_15,m,sourcing,Master's & above 1,30,3.0,4,0,67.0,Procurement,region_25,m,other,Bachelor's 1,33,5.0,7,0,46.0,Sales & Marketing,region_2,f,sourcing,Master's & above 1,30,1.0,5,0,77.0,Technology,region_6,m,sourcing,Bachelor's 1,38,4.0,9,0,72.0,Procurement,region_23,m,other,Master's & above 1,34,4.0,7,0,78.0,Technology,region_25,f,other,Master's & above 1,32,2.0,4,0,71.0,Procurement,region_7,m,sourcing,Bachelor's 2,32,2.0,5,0,50.0,Sales & Marketing,region_15,m,sourcing,Bachelor's 1,23,4.0,2,0,80.0,Technology,region_22,m,other,Bachelor's 2,30,3.0,9,0,54.0,Sales & Marketing,region_24,m,other,Bachelor's 2,42,5.0,2,0,58.0,Operations,region_22,f,sourcing,Master's & above 1,37,1.0,11,1,52.0,Sales & Marketing,region_2,f,other,Bachelor's 2,38,3.0,9,0,80.0,Technology,region_22,m,other,Master's & above 2,43,5.0,5,0,64.0,Operations,region_19,m,sourcing,Bachelor's 1,40,3.0,12,0,64.0,Finance,region_2,m,other,Bachelor's 1,29,3.0,3,0,71.0,Procurement,region_2,f,other,Bachelor's 1,32,2.0,9,0,81.0,Analytics,region_31,m,other,Bachelor's 1,25,4.0,2,0,62.0,Procurement,region_2,m,sourcing,Bachelor's 1,29,1.0,6,0,83.0,Analytics,region_7,m,other,Bachelor's 1,26,4.0,3,0,84.0,Technology,region_27,f,sourcing,Bachelor's 1,31,3.0,5,0,49.0,HR,region_26,m,other,Bachelor's 2,39,3.0,13,0,42.0,Sales & Marketing,region_23,m,sourcing,Master's & above 1,33,5.0,9,0,65.0,Operations,region_29,f,other,Bachelor's 1,35,3.0,3,0,74.0,Technology,region_5,f,sourcing,Master's & above 1,33,3.0,7,0,79.0,Technology,region_23,m,sourcing,Bachelor's 1,32,3.0,4,0,62.0,Operations,region_13,m,sourcing,Bachelor's 1,34,4.0,7,0,47.0,Sales & Marketing,region_3,m,other,Master's & above 1,44,4.0,4,0,60.0,Operations,region_2,m,sourcing,Bachelor's 2,40,4.0,13,0,81.0,Technology,region_2,m,sourcing,Master's & above 1,31,3.0,7,0,53.0,Finance,region_16,f,other,Bachelor's 1,25,3.0,1,0,52.0,Sales & Marketing,region_31,m,other,Bachelor's 2,29,2.0,3,0,47.0,Sales & Marketing,region_25,m,sourcing,Bachelor's 2,52,3.0,16,0,59.0,Operations,region_2,m,sourcing,Master's & above 1,34,3.0,7,0,81.0,Technology,region_22,f,other,Bachelor's 3,26,3.0,2,0,47.0,Sales & Marketing,region_11,m,other,Bachelor's 1,45,3.0,5,0,58.0,Operations,region_22,m,other,Master's & above 1,28,2.0,2,0,49.0,Sales & Marketing,region_22,m,other,Bachelor's 1,33,3.0,2,0,65.0,Finance,region_7,m,sourcing,Master's & above 1,43,3.0,7,0,58.0,Operations,region_13,f,sourcing,Master's & above 1,35,5.0,3,0,64.0,Operations,region_25,m,sourcing,Master's & above 1,27,4.0,4,0,62.0,Operations,region_28,m,sourcing,Bachelor's 2,42,5.0,3,0,85.0,Analytics,region_7,m,other,Master's & above 2,30,3.0,4,0,82.0,R&D,region_26,m,other,Master's & above 1,29,4.0,2,1,51.0,Sales & Marketing,region_23,m,sourcing,Bachelor's 1,37,2.0,2,0,71.0,Procurement,region_2,f,sourcing,Bachelor's 1,41,4.0,14,0,48.0,Sales & Marketing,region_7,f,other,Master's & above 1,31,1.0,3,0,75.0,Procurement,region_2,f,other,Master's & above 1,30,1.0,8,0,86.0,Analytics,region_27,m,sourcing,Bachelor's 2,33,4.0,4,0,86.0,Analytics,region_7,f,sourcing,Master's & above 1,31,3.0,3,0,49.0,Sales & Marketing,region_21,f,other,Bachelor's 1,27,5.0,2,0,51.0,Sales & Marketing,region_1,m,sourcing,Bachelor's 2,31,5.0,3,0,74.0,Procurement,region_2,m,other,Bachelor's 1,45,5.0,6,0,57.0,Operations,region_2,f,sourcing,Bachelor's 1,37,3.0,3,1,60.0,Operations,region_4,f,sourcing,Bachelor's 2,28,3.0,4,0,53.0,Sales & Marketing,region_2,m,other,Bachelor's 1,48,1.0,20,0,48.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,50,5.0,15,0,58.0,Operations,region_2,m,other,Bachelor's 1,29,4.0,2,0,65.0,Operations,region_22,m,other,Bachelor's 2,28,3.0,7,0,46.0,Sales & Marketing,region_2,f,sourcing,Bachelor's 2,29,5.0,2,0,83.0,Analytics,region_31,m,sourcing,Bachelor's 1,42,5.0,5,0,59.0,Operations,region_2,f,other,Bachelor's 1,48,4.0,10,0,57.0,Operations,region_2,f,other,Master's & above 1,33,1.0,5,0,49.0,Sales & Marketing,region_31,m,sourcing,Bachelor's 1,29,4.0,2,0,56.0,Legal,region_22,m,other,Bachelor's 1,33,4.0,5,0,48.0,Sales & Marketing,region_10,m,sourcing,Bachelor's 2,38,3.0,3,0,82.0,Analytics,region_22,m,other,Bachelor's 1,30,3.0,3,0,88.0,Analytics,region_3,m,sourcing,Bachelor's 1,35,2.0,8,0,62.0,Operations,region_5,m,other,Bachelor's 1,46,2.0,13,0,70.0,Procurement,region_19,m,other,Bachelor's 1,38,1.0,7,0,80.0,Technology,region_13,m,sourcing,Bachelor's 2,34,4.0,8,0,58.0,Operations,region_11,f,other,Bachelor's 1,20,5.0,2,0,50.0,Sales & Marketing,region_13,m,other,Bachelor's 1,30,3.0,6,0,88.0,Analytics,region_8,m,sourcing,Bachelor's 3,59,4.0,5,0,69.0,Procurement,region_2,m,other,Master's & above 3,39,2.0,2,0,49.0,Sales & Marketing,region_28,m,other,Master's & above 1,30,5.0,7,0,49.0,Sales & Marketing,region_7,m,other,Bachelor's 1,41,3.0,8,0,54.0,Sales & Marketing,region_3,m,other,Bachelor's 1,50,4.0,7,0,58.0,Operations,region_2,f,sourcing,Master's & above 1,37,3.0,8,0,84.0,Technology,region_6,f,other,Bachelor's 1,29,1.0,2,0,52.0,Sales & Marketing,region_22,m,other,Bachelor's 1,31,4.0,9,0,65.0,Operations,region_17,m,other,Bachelor's 2,24,3.0,3,0,79.0,Technology,region_7,f,other,Bachelor's 2,30,2.0,3,0,58.0,Sales & Marketing,region_9,m,other,Master's & above 1,33,3.0,8,0,52.0,Sales & Marketing,region_23,m,sourcing,Master's & above 1,31,5.0,6,0,49.0,Sales & Marketing,region_25,m,sourcing,Bachelor's 1,43,1.0,6,0,79.0,Technology,region_30,m,other,Master's & above 3,34,3.0,6,0,59.0,Operations,region_15,m,sourcing,Bachelor's 1,28,3.0,2,0,66.0,Procurement,region_13,m,other,Bachelor's 1,29,4.0,6,0,71.0,Procurement,region_14,f,sourcing,Bachelor's 1,30,5.0,4,0,62.0,Operations,region_2,f,referred,Bachelor's 1,54,3.0,25,0,58.0,Operations,region_16,f,sourcing,Bachelor's 2,32,3.0,3,0,51.0,Sales & Marketing,region_5,m,other,Bachelor's 1,28,2.0,5,0,85.0,Analytics,region_12,m,sourcing,Bachelor's 1,36,3.0,4,0,48.0,Sales & Marketing,region_10,m,other,Bachelor's 1,37,3.0,7,0,66.0,Procurement,region_5,f,other,Master's & above 2,32,3.0,6,0,72.0,Procurement,region_24,f,sourcing,Master's & above 1,26,5.0,3,0,49.0,Sales & Marketing,region_7,m,sourcing,Bachelor's 4,33,4.0,7,0,82.0,Analytics,region_2,m,sourcing,Bachelor's 1,32,3.0,5,0,79.0,Technology,region_16,f,other,Bachelor's 1,33,2.0,10,0,82.0,Technology,region_11,m,other,Bachelor's 1,37,5.0,4,0,57.0,Legal,region_22,m,other,Bachelor's 1,33,1.0,8,0,54.0,Sales & Marketing,region_7,f,other,Master's & above 2,30,5.0,4,0,84.0,Analytics,region_7,m,other,Bachelor's 1,33,3.0,7,1,58.0,Operations,region_14,m,other,Bachelor's 1,54,3.0,8,0,68.0,Procurement,region_7,f,other,Master's & above 1,50,1.0,11,0,81.0,Technology,region_4,f,other,Master's & above 1,42,1.0,14,0,76.0,Technology,region_22,m,other,Master's & above 2,36,5.0,3,0,79.0,R&D,region_26,m,other,Bachelor's 1,57,1.0,3,0,76.0,Technology,region_2,m,sourcing,Bachelor's 1,28,2.0,6,0,69.0,Procurement,region_8,f,other,Bachelor's 1,23,1.0,2,0,49.0,Sales & Marketing,region_2,m,other,Bachelor's 1,31,3.0,2,0,77.0,Finance,region_25,m,sourcing,Bachelor's 1,33,4.0,7,0,80.0,Technology,region_17,f,sourcing,Master's & above 1,36,5.0,6,0,59.0,Operations,region_17,f,other,Bachelor's 1,36,5.0,10,0,92.0,Technology,region_13,m,sourcing,Master's & above 1,36,5.0,9,0,69.0,Procurement,region_4,f,sourcing,Master's & above 3,38,3.0,9,0,51.0,Sales & Marketing,region_2,m,other,Bachelor's 3,40,3.0,4,0,86.0,Analytics,region_2,m,other,Bachelor's 3,35,3.0,9,0,79.0,Technology,region_2,f,referred,Bachelor's 1,36,3.0,5,0,62.0,Finance,region_7,m,other,Bachelor's 1,49,3.0,6,0,72.0,Procurement,region_2,m,sourcing,Master's & above 2,40,5.0,13,0,59.0,Operations,region_2,m,sourcing,Bachelor's 1,33,2.0,6,0,63.0,Operations,region_22,f,other,Master's & above 1,49,1.0,15,0,63.0,Sales & Marketing,region_2,m,other,Master's & above 2,29,4.0,3,0,63.0,Operations,region_6,f,other,Bachelor's 1,26,3.0,3,0,76.0,Technology,region_2,m,referred,Bachelor's 1,32,5.0,4,0,46.0,HR,region_31,m,other,Bachelor's 2,26,3.0,4,0,68.0,Procurement,region_16,m,sourcing,Bachelor's 3,31,3.0,6,1,99.0,Procurement,region_31,f,other,Bachelor's 1,29,5.0,5,0,48.0,Sales & Marketing,region_19,m,sourcing,Bachelor's 2,39,5.0,7,0,59.0,Finance,region_22,m,sourcing,Master's & above 1,29,3.0,2,0,69.0,Procurement,region_22,f,sourcing,Bachelor's 2,42,4.0,4,0,53.0,Sales & Marketing,region_2,m,other,Master's & above 1,42,3.0,6,0,48.0,Sales & Marketing,region_13,m,other,Bachelor's 1,46,5.0,4,0,60.0,Operations,region_4,f,sourcing,Master's & above 1,29,3.0,5,0,49.0,Sales & Marketing,region_10,f,other,Bachelor's 1,52,5.0,12,0,53.0,Sales & Marketing,region_13,m,sourcing,Bachelor's 1,37,4.0,10,0,60.0,Operations,region_13,f,other,Bachelor's 3,27,2.0,2,0,80.0,Technology,region_2,f,other,Bachelor's 1,30,4.0,2,0,70.0,Procurement,region_2,f,other,Bachelor's 1,35,2.0,6,0,60.0,Operations,region_7,f,sourcing,Bachelor's 1,42,3.0,2,0,60.0,Operations,region_11,m,sourcing,Bachelor's 2,29,5.0,3,0,66.0,Operations,region_22,m,sourcing,Bachelor's 3,40,3.0,7,0,71.0,Procurement,region_27,m,other,Master's & above 1,32,2.0,7,0,53.0,Operations,region_22,m,other,Bachelor's 2,47,4.0,14,0,59.0,Operations,region_22,m,other,Bachelor's 1,37,2.0,4,0,70.0,Procurement,region_22,f,sourcing,Master's & above 1,34,3.0,8,0,51.0,Sales & Marketing,region_29,m,other,Master's & above 1,39,4.0,4,1,49.0,Sales & Marketing,region_13,m,sourcing,Bachelor's 1,51,3.0,19,0,46.0,Sales & Marketing,region_2,f,other,Master's & above 1,33,1.0,6,0,50.0,Sales & Marketing,region_15,m,sourcing,Master's & above 1,31,4.0,4,0,89.0,Technology,region_27,f,sourcing,Bachelor's 1,33,1.0,3,0,78.0,Technology,region_2,m,sourcing,Master's & above 1,39,5.0,5,0,55.0,Operations,region_22,m,other,Master's & above 2,50,5.0,18,0,49.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 3,36,1.0,7,0,47.0,Sales & Marketing,region_15,m,sourcing,Bachelor's 3,29,1.0,4,0,49.0,Sales & Marketing,region_32,m,other,Bachelor's 1,30,2.0,7,0,85.0,Analytics,region_9,m,other,Master's & above 1,44,3.0,13,0,72.0,Procurement,region_10,m,other,Master's & above 1,34,5.0,7,0,68.0,Procurement,region_5,f,other,Bachelor's 2,31,3.0,6,0,74.0,Technology,region_29,f,sourcing,Bachelor's 1,40,3.0,7,0,82.0,Analytics,region_19,m,sourcing,Bachelor's 3,31,5.0,6,0,87.0,Analytics,region_32,m,other,Bachelor's 1,28,3.0,4,0,51.0,HR,region_7,m,sourcing,Bachelor's 1,43,2.0,5,0,52.0,Sales & Marketing,region_4,m,sourcing,Master's & above 1,31,3.0,3,0,84.0,R&D,region_26,m,other,Bachelor's 1,29,5.0,3,0,66.0,Procurement,region_26,m,other,Bachelor's 1,26,4.0,2,0,59.0,Operations,region_17,f,other,Bachelor's 1,29,3.0,4,0,58.0,Operations,region_10,m,sourcing,Bachelor's 1,31,4.0,4,0,80.0,Technology,region_2,f,sourcing,Master's & above 2,32,3.0,8,0,60.0,Operations,region_15,m,other,Bachelor's 1,29,3.0,6,0,79.0,Technology,region_22,f,sourcing,Bachelor's 2,43,1.0,3,0,51.0,Sales & Marketing,region_13,m,other,Master's & above 1,50,4.0,18,0,55.0,Operations,region_27,f,other,Master's & above 5,30,1.0,2,0,85.0,R&D,region_22,m,other,Bachelor's 2,37,3.0,8,0,72.0,Procurement,region_5,m,sourcing,Bachelor's 1,33,5.0,6,0,81.0,Technology,region_7,f,sourcing,Master's & above 2,24,2.0,2,0,54.0,Operations,region_6,m,sourcing,Bachelor's 1,39,4.0,10,0,58.0,Legal,region_2,m,sourcing,Master's & above 1,55,3.0,10,0,53.0,Sales & Marketing,region_2,f,other,Master's & above 1,41,3.0,13,0,52.0,HR,region_2,f,sourcing,Master's & above 1,38,5.0,9,0,56.0,Operations,region_19,f,other,Bachelor's 2,42,5.0,10,0,80.0,Technology,region_10,m,sourcing,Master's & above 1,29,2.0,7,0,44.0,Sales & Marketing,region_12,m,sourcing,Bachelor's 1,34,4.0,7,0,52.0,Sales & Marketing,region_20,m,other,Bachelor's 1,28,2.0,2,0,60.0,Finance,region_26,f,sourcing,Bachelor's 1,31,2.0,3,0,49.0,Sales & Marketing,region_9,m,sourcing,Bachelor's 1,40,5.0,7,0,58.0,Operations,region_2,f,sourcing,Bachelor's 1,32,4.0,9,0,46.0,Sales & Marketing,region_30,m,other,Bachelor's 1,30,2.0,8,0,50.0,Sales & Marketing,region_24,m,other,Bachelor's 2,31,4.0,6,0,84.0,Analytics,region_22,m,sourcing,Bachelor's 1,29,3.0,2,0,60.0,Legal,region_22,f,sourcing,Bachelor's 1,37,5.0,4,0,89.0,Analytics,region_26,m,other,Bachelor's 1,33,5.0,4,0,67.0,Procurement,region_2,f,other,Master's & above 1,49,5.0,3,0,66.0,Operations,region_16,f,sourcing,Bachelor's 2,27,3.0,4,0,49.0,Sales & Marketing,region_16,f,sourcing,Bachelor's 1,26,3.0,2,0,64.0,Procurement,region_22,f,sourcing,Bachelor's 3,33,3.0,4,0,50.0,Sales & Marketing,region_7,m,other,Master's & above 1,26,4.0,4,0,69.0,Procurement,region_2,m,other,Bachelor's 1,29,4.0,3,0,52.0,Sales & Marketing,region_8,m,other,Bachelor's 1,30,5.0,2,0,58.0,Operations,region_2,m,sourcing,Bachelor's 1,36,3.0,3,0,51.0,Sales & Marketing,region_13,f,sourcing,Master's & above 2,38,3.0,10,0,63.0,Operations,region_13,m,sourcing,Bachelor's 1,40,4.0,5,0,49.0,Sales & Marketing,region_13,m,other,Bachelor's 1,29,5.0,3,0,59.0,Finance,region_31,m,sourcing,Bachelor's 1,32,3.0,5,0,82.0,Sales & Marketing,region_32,m,other,Bachelor's 1,46,4.0,7,0,91.0,Analytics,region_7,m,other,Master's & above 1,33,4.0,2,0,65.0,Legal,region_2,m,sourcing,Bachelor's 2,28,2.0,4,0,55.0,Sales & Marketing,region_2,m,other,Bachelor's 1,30,3.0,3,0,51.0,Sales & Marketing,region_2,f,sourcing,Bachelor's 1,36,5.0,7,0,44.0,Sales & Marketing,region_5,m,other,Bachelor's 3,31,1.0,3,0,47.0,Sales & Marketing,region_19,m,sourcing,Bachelor's 1,33,4.0,10,0,55.0,Operations,region_11,m,other,Bachelor's 1,37,3.0,8,0,83.0,Analytics,region_31,m,sourcing,Master's & above 1,40,1.0,8,0,55.0,Operations,region_2,f,sourcing,Master's & above 1,32,1.0,8,0,58.0,Operations,region_15,f,sourcing,Bachelor's 1,33,3.0,7,0,77.0,Technology,region_22,m,other,Bachelor's 1,31,3.0,3,0,62.0,Operations,region_31,m,other,Bachelor's 1,40,5.0,9,0,69.0,Procurement,region_34,m,sourcing,Master's & above 1,46,4.0,7,0,50.0,Sales & Marketing,region_2,m,other,Master's & above 1,32,3.0,2,0,59.0,Operations,region_14,m,other,Bachelor's 1,27,5.0,6,0,59.0,Operations,region_3,m,other,Bachelor's 1,36,5.0,4,0,54.0,Sales & Marketing,region_27,m,sourcing,Master's & above 1,36,5.0,6,0,78.0,Technology,region_31,m,other,Bachelor's 1,27,5.0,2,0,80.0,Technology,region_31,f,other,Bachelor's 1,35,3.0,8,0,57.0,Operations,region_2,f,other,Master's & above 1,56,5.0,27,0,57.0,Operations,region_2,m,other,Master's & above 1,36,3.0,9,0,53.0,Sales & Marketing,region_19,m,other,Bachelor's 1,29,4.0,2,0,73.0,Procurement,region_17,f,sourcing,Bachelor's 1,48,1.0,16,0,85.0,Technology,region_2,m,sourcing,Bachelor's 1,31,5.0,9,0,85.0,Analytics,region_22,f,other,Bachelor's 1,47,1.0,6,0,54.0,Sales & Marketing,region_2,f,other,Master's & above 1,25,3.0,3,0,85.0,Analytics,region_26,m,sourcing,Bachelor's 1,42,4.0,5,0,58.0,Legal,region_2,m,other,Master's & above 1,38,5.0,9,0,64.0,Finance,region_22,m,sourcing,Master's & above 1,37,5.0,7,0,52.0,Sales & Marketing,region_16,m,other,Bachelor's 1,46,3.0,16,0,63.0,Operations,region_31,m,other,Bachelor's 1,32,4.0,6,0,57.0,Operations,region_7,f,sourcing,Bachelor's 1,36,3.0,7,0,86.0,R&D,region_26,m,sourcing,Bachelor's 1,33,5.0,8,0,60.0,Operations,region_10,f,other,Master's & above 1,36,4.0,4,0,46.0,Sales & Marketing,region_31,m,sourcing,Bachelor's 1,60,1.0,11,0,48.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 2,33,5.0,4,0,63.0,Operations,region_16,m,other,Bachelor's 2,29,5.0,5,0,58.0,Operations,region_27,f,other,Bachelor's 1,43,5.0,5,0,58.0,Operations,region_2,m,other,Bachelor's 1,43,4.0,6,0,73.0,Procurement,region_8,f,sourcing,Master's & above 1,26,4.0,2,0,52.0,Sales & Marketing,region_32,m,sourcing,Bachelor's 2,32,3.0,2,0,82.0,Analytics,region_28,m,other,Master's & above 2,39,5.0,8,0,82.0,Analytics,region_7,m,other,Bachelor's 1,49,1.0,6,0,48.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,33,2.0,8,0,60.0,Operations,region_27,m,sourcing,Bachelor's 2,30,4.0,7,0,71.0,Procurement,region_7,m,sourcing,Bachelor's 2,34,3.0,10,0,51.0,Sales & Marketing,region_7,m,other,Bachelor's 1,30,2.0,3,0,51.0,Sales & Marketing,region_31,m,sourcing,Master's & above 1,32,3.0,7,0,59.0,Operations,region_3,f,other,Master's & above 1,32,3.0,2,0,59.0,Legal,region_2,m,other,Bachelor's 1,34,4.0,4,0,67.0,Procurement,region_27,f,other,Master's & above 1,40,1.0,7,0,48.0,Sales & Marketing,region_2,f,sourcing,Master's & above 1,45,1.0,14,0,52.0,Sales & Marketing,region_22,m,other,Bachelor's 1,39,4.0,7,0,47.0,Sales & Marketing,region_30,m,other,Bachelor's 1,37,3.0,11,0,68.0,Procurement,region_34,f,other,Master's & above 1,31,5.0,4,0,46.0,Sales & Marketing,region_7,m,sourcing,Bachelor's 1,54,4.0,19,0,49.0,Sales & Marketing,region_13,m,sourcing,Master's & above 1,52,5.0,7,0,57.0,Finance,region_2,m,other,Bachelor's 1,59,5.0,28,0,63.0,Finance,region_2,f,other,Master's & above 1,36,3.0,6,0,82.0,Technology,region_16,m,other,Bachelor's 1,34,5.0,5,0,49.0,Sales & Marketing,region_14,m,other,Bachelor's 1,39,4.0,5,0,72.0,Procurement,region_13,m,other,Master's & above 1,36,3.0,9,0,65.0,Operations,region_15,m,sourcing,Master's & above 1,44,1.0,14,0,67.0,Procurement,region_17,m,sourcing,Master's & above 1,27,4.0,4,0,63.0,Operations,region_20,f,other,Bachelor's 1,35,2.0,10,0,57.0,Operations,region_7,m,sourcing,Master's & above 1,30,1.0,4,0,47.0,Sales & Marketing,region_15,f,other,Bachelor's 1,36,1.0,10,0,50.0,Sales & Marketing,region_7,m,sourcing,Master's & above 1,31,2.0,2,0,75.0,Technology,region_2,m,sourcing,Bachelor's 1,48,4.0,18,0,82.0,Technology,region_26,m,sourcing,Master's & above 1,35,4.0,9,0,49.0,Sales & Marketing,region_6,m,other,Bachelor's 1,35,4.0,3,0,47.0,Sales & Marketing,region_2,m,other,Master's & above 1,34,4.0,10,0,52.0,Sales & Marketing,region_7,m,sourcing,Bachelor's 2,51,3.0,5,0,53.0,Sales & Marketing,region_2,m,other,Bachelor's 2,39,3.0,3,0,82.0,R&D,region_2,m,other,Master's & above 2,45,3.0,5,0,48.0,Sales & Marketing,region_16,m,sourcing,Bachelor's 1,34,4.0,10,0,97.0,Procurement,region_8,m,other,Master's & above 1,37,2.0,7,0,83.0,Analytics,region_22,m,sourcing,Bachelor's 1,37,4.0,9,0,55.0,Operations,region_7,f,other,Bachelor's 1,43,3.0,4,0,58.0,Operations,region_22,f,sourcing,Master's & above 1,25,3.0,3,0,72.0,Procurement,region_24,f,sourcing,Bachelor's 1,37,3.0,8,0,85.0,Analytics,region_14,m,other,Master's & above 1,31,4.0,6,0,74.0,Procurement,region_4,m,sourcing,Bachelor's 2,27,1.0,4,0,83.0,Technology,region_31,m,sourcing,Bachelor's 1,44,4.0,6,0,71.0,Procurement,region_27,f,other,Bachelor's 1,45,5.0,7,0,55.0,Operations,region_13,m,other,Master's & above 1,44,5.0,9,0,46.0,Sales & Marketing,region_7,m,other,Bachelor's 1,39,4.0,6,0,51.0,Sales & Marketing,region_19,m,other,Bachelor's 1,40,5.0,6,0,49.0,Sales & Marketing,region_12,m,sourcing,Bachelor's 1,30,5.0,6,0,58.0,Operations,region_31,m,other,Bachelor's 1,35,1.0,3,0,59.0,Operations,region_11,m,other,Bachelor's 1,38,5.0,3,0,51.0,Sales & Marketing,region_13,m,other,Bachelor's 1,28,3.0,4,0,70.0,Procurement,region_22,m,sourcing,Bachelor's 3,42,1.0,11,0,52.0,Sales & Marketing,region_2,m,other,Master's & above 1,39,3.0,12,0,64.0,Operations,region_31,m,other,Master's & above 2,28,4.0,5,0,68.0,Procurement,region_28,f,sourcing,Bachelor's 1,34,5.0,4,0,44.0,Sales & Marketing,region_2,m,other,Bachelor's 1,41,3.0,3,0,57.0,Operations,region_22,m,other,Bachelor's 1,35,3.0,8,0,58.0,Finance,region_2,f,other,Master's & above 1,29,1.0,2,1,84.0,Analytics,region_24,m,other,Bachelor's 3,30,3.0,3,0,72.0,Procurement,region_2,m,sourcing,Bachelor's 1,31,4.0,5,0,46.0,Sales & Marketing,region_2,f,sourcing,Bachelor's 1,33,3.0,4,0,50.0,Sales & Marketing,region_4,f,other,Bachelor's 1,35,3.0,3,0,78.0,Technology,region_31,f,sourcing,Master's & above 1,29,4.0,4,0,78.0,Analytics,region_6,m,sourcing,Bachelor's 1,30,3.0,5,0,50.0,Sales & Marketing,region_17,m,other,Bachelor's 1,30,4.0,2,0,52.0,HR,region_22,f,sourcing,Bachelor's 1,60,3.0,8,0,47.0,HR,region_2,f,other,Master's & above 1,43,4.0,12,0,73.0,Procurement,region_14,m,sourcing,Bachelor's 1,57,5.0,16,0,62.0,Operations,region_2,f,sourcing,Bachelor's 2,45,5.0,15,0,53.0,Sales & Marketing,region_2,f,other,Bachelor's 1,31,5.0,6,0,80.0,Technology,region_7,m,other,Bachelor's 1,30,4.0,5,0,58.0,Operations,region_27,m,other,Bachelor's 1,51,5.0,4,0,66.0,Procurement,region_2,m,other,Bachelor's 1,37,3.0,8,0,53.0,Sales & Marketing,region_13,m,sourcing,Bachelor's 1,36,3.0,3,0,69.0,Procurement,region_7,f,sourcing,Bachelor's 1,33,5.0,6,0,49.0,Sales & Marketing,region_1,m,other,Master's & above 1,35,4.0,3,0,44.0,Sales & Marketing,region_13,m,other,Master's & above 1,52,5.0,20,0,72.0,Procurement,region_2,m,other,Master's & above 1,44,1.0,12,0,49.0,Sales & Marketing,region_6,f,sourcing,Bachelor's 2,29,5.0,3,0,88.0,Analytics,region_22,m,sourcing,Bachelor's 1,36,5.0,7,0,78.0,Technology,region_2,m,sourcing,Master's & above 1,31,4.0,7,0,72.0,Procurement,region_22,m,sourcing,Bachelor's 2,39,3.0,9,0,71.0,Operations,region_19,m,sourcing,Bachelor's 1,32,3.0,5,0,81.0,Analytics,region_25,m,sourcing,Bachelor's 1,54,3.0,26,0,59.0,Operations,region_2,m,other,Bachelor's 1,29,5.0,5,0,52.0,Sales & Marketing,region_21,m,other,Bachelor's 1,31,5.0,4,0,62.0,Operations,region_32,m,other,Bachelor's 1,37,4.0,5,0,80.0,Technology,region_4,f,other,Bachelor's 1,31,5.0,3,1,64.0,Procurement,region_30,m,other,Bachelor's 1,23,3.0,2,1,84.0,Technology,region_22,f,other,Bachelor's 2,26,1.0,2,0,52.0,Sales & Marketing,region_31,m,other,Bachelor's 1,48,3.0,14,0,74.0,Procurement,region_2,m,sourcing,Master's & above 1,45,4.0,13,0,71.0,Procurement,region_15,m,sourcing,Bachelor's 1,33,1.0,4,0,86.0,R&D,region_29,m,other,Bachelor's 1,21,5.0,2,0,46.0,Sales & Marketing,region_22,m,other,Bachelor's 2,32,3.0,9,0,83.0,Technology,region_7,f,sourcing,Bachelor's 1,42,3.0,14,0,46.0,Sales & Marketing,region_2,f,sourcing,Master's & above 1,39,4.0,8,0,47.0,Sales & Marketing,region_28,m,sourcing,Master's & above 1,38,3.0,7,0,58.0,Operations,region_16,f,other,Bachelor's 1,33,3.0,7,0,82.0,Analytics,region_4,m,other,Master's & above 1,43,2.0,13,0,50.0,HR,region_2,f,sourcing,Bachelor's 1,31,3.0,8,0,81.0,Technology,region_8,f,sourcing,Bachelor's 1,30,2.0,4,0,83.0,Analytics,region_22,m,other,Bachelor's 1,32,3.0,7,0,80.0,Analytics,region_13,m,sourcing,Bachelor's 1,40,4.0,3,0,85.0,Analytics,region_31,m,sourcing,Master's & above 1,30,2.0,7,0,54.0,Sales & Marketing,region_7,f,other,Bachelor's 1,34,5.0,4,0,88.0,R&D,region_7,m,sourcing,Bachelor's 1,27,3.0,2,0,67.0,Procurement,region_13,f,other,Bachelor's 1,31,2.0,5,0,49.0,Sales & Marketing,region_33,f,sourcing,Bachelor's 1,43,3.0,6,0,59.0,Finance,region_4,m,other,Master's & above 1,37,3.0,11,0,60.0,Finance,region_22,m,sourcing,Master's & above 3,31,3.0,7,0,68.0,Procurement,region_2,m,sourcing,Bachelor's 1,34,1.0,10,0,54.0,Sales & Marketing,region_34,m,sourcing,Master's & above 1,29,2.0,3,0,51.0,Sales & Marketing,region_29,m,sourcing,Bachelor's 1,36,3.0,3,0,68.0,Sales & Marketing,region_4,m,sourcing,Bachelor's 1,30,5.0,3,0,49.0,Sales & Marketing,region_28,m,sourcing,Master's & above 1,37,5.0,11,0,93.0,HR,region_22,m,other,Master's & above 2,30,5.0,8,0,60.0,Operations,region_7,m,other,Bachelor's 1,34,3.0,6,0,87.0,R&D,region_15,m,other,Master's & above 4,37,3.0,10,0,48.0,Sales & Marketing,region_2,m,other,Bachelor's 3,26,5.0,4,0,63.0,Operations,region_22,m,other,Below Secondary 1,36,3.0,2,0,50.0,Sales & Marketing,region_31,m,sourcing,Master's & above 1,38,5.0,8,0,80.0,Analytics,region_22,m,other,Bachelor's 1,28,3.0,3,0,88.0,Analytics,region_2,m,other,Bachelor's 1,42,3.0,13,0,87.0,Analytics,region_29,m,sourcing,Bachelor's 1,38,5.0,3,0,60.0,Operations,region_3,f,other,Master's & above 4,47,3.0,3,0,67.0,Procurement,region_2,m,sourcing,Bachelor's 1,25,5.0,2,0,52.0,Sales & Marketing,region_15,m,sourcing,Bachelor's 1,34,4.0,7,0,47.0,Sales & Marketing,region_27,m,sourcing,Bachelor's 1,38,3.0,5,0,49.0,Sales & Marketing,region_2,f,sourcing,Bachelor's 1,37,2.0,8,0,81.0,Technology,region_10,m,other,Master's & above 1,37,3.0,7,0,80.0,Technology,region_4,m,other,Master's & above 1,38,5.0,10,0,49.0,Sales & Marketing,region_15,m,other,Master's & above 2,27,3.0,5,0,66.0,Procurement,region_22,f,other,Bachelor's 1,31,4.0,2,0,84.0,R&D,region_22,f,sourcing,Bachelor's 1,32,4.0,7,0,82.0,Technology,region_2,m,other,Bachelor's 1,30,5.0,3,0,84.0,Technology,region_11,f,other,Bachelor's 1,59,5.0,6,0,75.0,Procurement,region_7,f,other,Master's & above 1,34,5.0,7,0,60.0,Operations,region_22,m,sourcing,Bachelor's 1,43,2.0,10,0,60.0,Operations,region_7,f,other,Master's & above 1,43,2.0,2,0,75.0,Technology,region_7,f,sourcing,Bachelor's 1,37,5.0,7,0,49.0,Sales & Marketing,region_2,m,referred,Bachelor's 1,31,4.0,4,0,83.0,Analytics,region_22,m,other,Bachelor's 2,27,1.0,2,0,51.0,Sales & Marketing,region_27,m,other,Bachelor's 1,45,1.0,16,0,47.0,Sales & Marketing,region_30,f,sourcing,Bachelor's 2,31,3.0,7,0,86.0,Analytics,region_22,m,referred,Bachelor's 1,43,4.0,7,0,53.0,Operations,region_15,f,sourcing,Bachelor's 1,42,5.0,6,0,48.0,Sales & Marketing,region_2,f,sourcing,Master's & above 1,35,5.0,7,0,60.0,Operations,region_15,m,other,Bachelor's 1,44,3.0,18,0,50.0,Sales & Marketing,region_7,m,other,Master's & above 2,46,4.0,13,0,71.0,Procurement,region_2,f,sourcing,Master's & above 1,48,1.0,13,0,82.0,Analytics,region_7,m,sourcing,Bachelor's 1,36,3.0,4,0,72.0,Procurement,region_11,f,other,Bachelor's 1,56,3.0,17,0,51.0,Sales & Marketing,region_2,m,other,Bachelor's 1,30,1.0,7,0,48.0,Sales & Marketing,region_21,m,sourcing,Bachelor's 1,34,5.0,4,0,60.0,Finance,region_15,m,other,Master's & above 1,51,3.0,12,1,73.0,Operations,region_2,f,other,Master's & above 1,49,4.0,11,0,74.0,Procurement,region_7,m,other,Bachelor's 1,31,5.0,3,0,70.0,Procurement,region_7,f,other,Bachelor's 1,27,4.0,2,0,70.0,Procurement,region_7,m,other,Bachelor's 1,34,5.0,7,0,55.0,Operations,region_28,m,other,Bachelor's 1,32,1.0,9,1,97.0,Procurement,region_2,m,sourcing,Bachelor's 1,29,1.0,4,0,52.0,Sales & Marketing,region_1,m,sourcing,Bachelor's 1,40,1.0,9,0,50.0,Sales & Marketing,region_25,m,other,Master's & above 1,58,1.0,13,0,71.0,Procurement,region_7,m,other,Bachelor's 1,45,4.0,2,0,69.0,Procurement,region_7,f,other,Bachelor's 1,28,3.0,4,0,79.0,Analytics,region_7,f,other,Bachelor's 1,42,3.0,5,0,59.0,Operations,region_32,m,sourcing,Master's & above 1,41,4.0,9,0,84.0,Analytics,region_2,f,sourcing,Bachelor's 1,46,1.0,14,0,49.0,Sales & Marketing,region_2,m,other,Bachelor's 1,53,3.0,16,0,62.0,Operations,region_4,m,other,Bachelor's 1,32,1.0,5,0,74.0,Procurement,region_16,m,sourcing,Bachelor's 1,25,4.0,3,0,49.0,HR,region_31,f,other,Bachelor's 1,32,5.0,4,0,60.0,Operations,region_6,m,other,Bachelor's 1,29,5.0,2,0,53.0,Sales & Marketing,region_16,m,other,Bachelor's 1,27,4.0,2,0,52.0,Operations,region_26,f,sourcing,Bachelor's 1,32,4.0,5,0,48.0,HR,region_7,f,other,Bachelor's 1,34,3.0,5,0,76.0,Technology,region_19,m,sourcing,Bachelor's 2,33,2.0,7,0,68.0,Procurement,region_7,f,other,Master's & above 1,42,2.0,4,0,54.0,Sales & Marketing,region_6,m,other,Bachelor's 1,30,5.0,3,0,49.0,Sales & Marketing,region_31,m,other,Bachelor's 1,45,3.0,19,0,58.0,Operations,region_26,m,sourcing,Master's & above 2,50,3.0,17,0,50.0,Sales & Marketing,region_27,m,other,Master's & above 1,33,3.0,5,0,49.0,HR,region_22,f,other,Master's & above 2,36,3.0,11,0,49.0,Sales & Marketing,region_28,m,sourcing,Master's & above 2,41,5.0,9,0,50.0,HR,region_22,m,other,Master's & above 1,31,4.0,4,0,49.0,HR,region_2,f,other,Master's & above 1,55,3.0,4,0,75.0,Technology,region_14,m,sourcing,Bachelor's 1,24,3.0,3,0,70.0,Procurement,region_7,m,other,Below Secondary 1,29,3.0,3,0,49.0,HR,region_2,f,sourcing,Bachelor's 1,30,5.0,5,0,47.0,Sales & Marketing,region_27,m,sourcing,Bachelor's 1,44,4.0,19,0,76.0,Technology,region_26,m,other,Master's & above 3,36,4.0,7,0,64.0,Finance,region_22,m,sourcing,Bachelor's 1,39,3.0,4,0,50.0,Sales & Marketing,region_16,m,other,Bachelor's 1,29,1.0,2,0,81.0,Technology,region_20,f,sourcing,Bachelor's 1,27,2.0,4,0,79.0,Technology,region_20,m,other,Bachelor's 1,32,3.0,5,0,69.0,Procurement,region_2,f,other,Bachelor's 1,59,3.0,5,0,57.0,Operations,region_2,m,other,Bachelor's 1,37,2.0,8,0,47.0,Sales & Marketing,region_13,m,other,Bachelor's 1,30,4.0,4,0,63.0,Operations,region_19,f,other,Bachelor's 1,29,3.0,2,0,70.0,Procurement,region_9,f,sourcing,Bachelor's 1,44,1.0,4,0,46.0,Sales & Marketing,region_13,m,other,Bachelor's 1,54,5.0,5,0,87.0,Analytics,region_2,m,other,Master's & above 2,33,3.0,5,0,48.0,Sales & Marketing,region_31,m,other,Bachelor's 2,46,1.0,15,0,51.0,Sales & Marketing,region_22,m,other,Master's & above 2,30,3.0,6,0,60.0,Operations,region_27,m,sourcing,Bachelor's 1,57,5.0,13,0,50.0,Sales & Marketing,region_2,m,sourcing,Master's & above 1,52,3.0,19,0,82.0,Technology,region_22,m,sourcing,Bachelor's 3,32,5.0,5,0,57.0,Operations,region_22,m,referred,Bachelor's 1,32,3.0,4,0,44.0,HR,region_24,m,sourcing,Bachelor's 2,43,5.0,4,0,53.0,Sales & Marketing,region_2,m,other,Bachelor's 1,32,5.0,2,0,83.0,R&D,region_4,m,other,Master's & above 1,33,3.0,7,1,82.0,Analytics,region_11,m,sourcing,Bachelor's 1,35,4.0,6,0,59.0,Operations,region_17,f,other,Master's & above 1,35,3.0,8,0,46.0,Sales & Marketing,region_15,f,sourcing,Bachelor's 1,54,2.0,12,0,56.0,Sales & Marketing,region_4,m,other,Master's & above 2,30,3.0,2,0,82.0,Technology,region_2,m,sourcing,Bachelor's 1,34,3.0,3,0,48.0,Sales & Marketing,region_31,m,other,Master's & above 1,26,3.0,3,0,72.0,Operations,region_8,m,other,Bachelor's 1,31,3.0,2,1,51.0,Sales & Marketing,region_4,m,other,Bachelor's 3,32,1.0,4,0,70.0,Procurement,region_4,m,sourcing,Bachelor's 1,37,3.0,9,0,59.0,Operations,region_2,m,referred,Bachelor's 1,43,5.0,3,0,60.0,Operations,region_7,f,sourcing,Master's & above 3,39,3.0,3,0,70.0,Procurement,region_2,m,sourcing,Master's & above 1,46,3.0,6,0,50.0,Sales & Marketing,region_16,m,sourcing,Bachelor's 2,29,3.0,4,0,81.0,Analytics,region_24,m,sourcing,Bachelor's 1,36,4.0,8,0,85.0,Technology,region_13,m,sourcing,Master's & above 1,31,4.0,4,0,76.0,Procurement,region_20,f,sourcing,Bachelor's 1,32,3.0,5,0,70.0,Procurement,region_22,m,other,Master's & above 1,36,4.0,8,0,87.0,Analytics,region_13,m,other,Bachelor's 2,25,3.0,2,0,52.0,HR,region_26,f,sourcing,Bachelor's 2,34,5.0,5,0,52.0,Sales & Marketing,region_28,m,other,Bachelor's 1,57,4.0,3,0,46.0,Sales & Marketing,region_2,f,sourcing,Master's & above 1,26,4.0,4,0,75.0,Technology,region_17,f,other,Bachelor's 1,57,5.0,11,1,91.0,Operations,region_2,m,other,Bachelor's 1,30,3.0,1,0,78.0,Technology,region_17,m,sourcing,Bachelor's 1,35,4.0,10,0,60.0,Operations,region_11,f,other,Master's & above 1,30,4.0,4,0,72.0,Procurement,region_2,m,sourcing,Bachelor's 1,29,3.0,5,0,51.0,Sales & Marketing,region_28,m,sourcing,Master's & above 1,40,1.0,11,0,63.0,Operations,region_22,f,other,Master's & above 1,27,5.0,6,0,48.0,HR,region_20,m,other,Bachelor's 1,30,4.0,4,0,51.0,HR,region_28,m,sourcing,Bachelor's 3,34,5.0,10,0,60.0,Operations,region_4,f,other,Bachelor's 1,46,4.0,18,0,54.0,HR,region_2,m,sourcing,Master's & above 1,43,3.0,3,0,50.0,Sales & Marketing,region_22,m,sourcing,Master's & above 1,58,4.0,18,0,59.0,Operations,region_2,m,other,Bachelor's 1,30,3.0,5,0,59.0,Finance,region_29,m,sourcing,Bachelor's 1,35,1.0,5,0,54.0,Operations,region_7,f,other,Master's & above 1,29,4.0,2,0,58.0,Finance,region_22,m,sourcing,Bachelor's 1,45,3.0,14,0,63.0,Procurement,region_2,m,sourcing,Master's & above 1,52,5.0,12,0,47.0,HR,region_2,m,other,Master's & above 1,27,3.0,3,0,79.0,Technology,region_15,m,sourcing,Bachelor's 2,30,5.0,7,0,82.0,Analytics,region_20,m,other,Bachelor's 1,32,4.0,6,0,83.0,Technology,region_7,m,sourcing,Bachelor's 1,25,1.0,3,0,46.0,Sales & Marketing,region_32,m,other,Bachelor's 1,36,5.0,3,0,91.0,Analytics,region_28,m,other,Bachelor's 3,33,5.0,6,0,59.0,Operations,region_20,m,sourcing,Bachelor's 1,29,3.0,3,0,82.0,Technology,region_22,f,other,Bachelor's 1,32,5.0,7,1,85.0,Sales & Marketing,region_28,m,other,Master's & above 3,27,4.0,5,0,64.0,Operations,region_2,m,other,Bachelor's 1,36,3.0,7,0,54.0,Sales & Marketing,region_15,f,sourcing,Bachelor's 1,46,4.0,16,0,62.0,Operations,region_4,m,other,Master's & above 2,45,3.0,2,0,78.0,Technology,region_7,f,sourcing,Master's & above 1,29,4.0,6,0,48.0,Sales & Marketing,region_27,m,other,Bachelor's 1,37,5.0,8,0,59.0,Operations,region_6,m,sourcing,Bachelor's 2,27,1.0,2,0,49.0,Sales & Marketing,region_22,f,sourcing,Bachelor's 1,44,3.0,3,0,76.0,Operations,region_15,f,sourcing,Master's & above 1,39,1.0,10,0,79.0,Procurement,region_16,f,other,Master's & above 1,41,5.0,3,0,75.0,Technology,region_5,m,other,Bachelor's 1,46,5.0,7,1,51.0,Sales & Marketing,region_16,m,sourcing,Bachelor's 1,32,3.0,2,0,97.0,Sales & Marketing,region_15,f,other,Master's & above 1,45,1.0,19,0,50.0,Sales & Marketing,region_19,m,sourcing,Bachelor's 1,42,3.0,11,0,56.0,Operations,region_23,f,other,Master's & above 1,40,4.0,10,0,89.0,Analytics,region_7,m,sourcing,Bachelor's 2,34,3.0,7,0,60.0,Operations,region_2,f,sourcing,Bachelor's 1,29,4.0,7,0,87.0,Analytics,region_2,m,sourcing,Bachelor's 1,33,4.0,10,0,55.0,Operations,region_22,m,sourcing,Bachelor's 1,36,3.0,5,0,85.0,Analytics,region_22,m,sourcing,Bachelor's 1,41,3.0,2,0,90.0,Analytics,region_2,m,other,Bachelor's 1,37,5.0,9,1,95.0,Procurement,region_20,f,other,Master's & above 2,36,2.0,4,0,52.0,Sales & Marketing,region_2,m,other,Bachelor's 2,35,3.0,9,0,80.0,Technology,region_2,m,other,Bachelor's 1,41,2.0,12,0,71.0,Procurement,region_4,m,other,Master's & above 1,42,5.0,11,0,54.0,Sales & Marketing,region_7,m,sourcing,Master's & above 1,44,5.0,6,0,78.0,Technology,region_31,m,sourcing,Master's & above 1,30,3.0,2,0,81.0,Analytics,region_12,m,other,Bachelor's 1,27,4.0,2,0,81.0,Analytics,region_4,m,other,Bachelor's 1,43,1.0,12,0,48.0,Sales & Marketing,region_20,m,sourcing,Bachelor's 1,36,4.0,9,0,56.0,Operations,region_15,m,other,Bachelor's 1,44,4.0,15,0,52.0,HR,region_7,m,other,Master's & above 1,38,4.0,8,0,54.0,Finance,region_2,m,sourcing,Bachelor's 2,30,5.0,3,0,81.0,Technology,region_7,m,sourcing,Bachelor's 1,56,5.0,29,0,73.0,Procurement,region_2,f,sourcing,Master's & above 1,26,2.0,3,0,49.0,HR,region_2,f,other,Bachelor's 2,29,2.0,6,0,52.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,27,3.0,3,1,78.0,Technology,region_1,m,other,Bachelor's 4,41,4.0,5,0,77.0,Technology,region_2,f,sourcing,Master's & above 1,35,3.0,2,0,97.0,Technology,region_31,m,other,Master's & above 2,35,5.0,7,0,81.0,Technology,region_11,m,other,Master's & above 1,29,5.0,6,0,50.0,Sales & Marketing,region_22,m,sourcing,Bachelor's 1,37,4.0,3,0,85.0,Analytics,region_2,f,sourcing,Bachelor's 2,24,1.0,1,0,48.0,Sales & Marketing,region_22,m,other,Bachelor's 1,36,1.0,3,0,78.0,Technology,region_2,f,other,Bachelor's 1,30,3.0,4,0,78.0,Technology,region_2,m,other,Below Secondary 3,37,5.0,10,0,83.0,Technology,region_27,m,other,Bachelor's 2,33,2.0,3,0,76.0,Technology,region_30,m,other,Bachelor's 1,36,5.0,3,0,57.0,Operations,region_7,m,other,Bachelor's 2,46,4.0,6,0,59.0,Operations,region_7,m,other,Bachelor's 1,32,3.0,10,0,60.0,Operations,region_15,f,sourcing,Bachelor's 1,40,3.0,6,0,69.0,Procurement,region_4,m,sourcing,Master's & above 1,34,3.0,7,0,80.0,Technology,region_13,m,sourcing,Master's & above 1,31,2.0,7,0,79.0,Technology,region_8,f,other,Bachelor's 1,59,3.0,16,0,49.0,Sales & Marketing,region_2,f,sourcing,Master's & above 1,31,3.0,3,0,72.0,Procurement,region_24,m,sourcing,Master's & above 1,29,2.0,2,0,51.0,Sales & Marketing,region_7,f,other,Bachelor's 1,35,3.0,7,0,84.0,Analytics,region_15,m,sourcing,Bachelor's 1,31,5.0,4,0,87.0,Analytics,region_29,m,sourcing,Master's & above 1,27,4.0,3,0,87.0,Analytics,region_16,m,sourcing,Bachelor's 1,33,5.0,2,0,79.0,Technology,region_22,m,sourcing,Bachelor's 1,37,4.0,4,0,64.0,Operations,region_22,f,sourcing,Bachelor's 1,34,5.0,4,0,84.0,Technology,region_7,f,other,Bachelor's 2,30,5.0,6,0,60.0,Finance,region_2,f,sourcing,Bachelor's 1,34,5.0,10,0,85.0,R&D,region_4,m,other,Bachelor's 1,28,3.0,2,0,55.0,Sales & Marketing,region_2,m,other,Bachelor's 1,29,3.0,2,0,47.0,Sales & Marketing,region_13,m,other,Bachelor's 1,38,3.0,11,1,48.0,Sales & Marketing,region_2,f,other,Bachelor's 1,30,2.0,3,0,51.0,Sales & Marketing,region_2,m,referred,Bachelor's 1,32,4.0,8,0,49.0,HR,region_23,m,other,Bachelor's 1,34,5.0,8,0,48.0,Sales & Marketing,region_7,m,other,Master's & above 1,37,1.0,7,0,70.0,Procurement,region_2,f,sourcing,Master's & above 1,32,1.0,5,0,48.0,Sales & Marketing,region_13,f,other,Bachelor's 1,47,3.0,8,0,59.0,Operations,region_16,m,other,Master's & above 2,28,3.0,5,0,52.0,HR,region_22,m,other,Bachelor's 1,29,3.0,3,0,64.0,Operations,region_15,f,sourcing,Bachelor's 1,27,3.0,2,1,70.0,Procurement,region_2,f,sourcing,Bachelor's 1,30,3.0,7,0,51.0,Sales & Marketing,region_10,m,sourcing,Bachelor's 1,55,1.0,3,0,79.0,Technology,region_13,m,other,Master's & above 1,46,2.0,16,0,73.0,Procurement,region_2,m,sourcing,Master's & above 1,35,5.0,4,0,68.0,Technology,region_7,m,sourcing,Master's & above 1,42,1.0,15,0,86.0,Analytics,region_15,m,other,Master's & above 5,37,3.0,9,0,64.0,Procurement,region_27,m,sourcing,Bachelor's 1,36,5.0,7,0,49.0,Sales & Marketing,region_14,m,sourcing,Bachelor's 1,40,4.0,7,0,87.0,Analytics,region_7,m,sourcing,Bachelor's 1,37,1.0,11,0,87.0,Analytics,region_19,m,other,Bachelor's 1,35,2.0,8,0,53.0,Sales & Marketing,region_16,m,sourcing,Bachelor's 1,25,3.0,2,0,48.0,HR,region_13,m,other,Bachelor's 1,34,2.0,5,0,78.0,Technology,region_4,m,sourcing,Master's & above 1,35,5.0,7,0,79.0,Technology,region_2,f,other,Master's & above 1,28,2.0,2,0,71.0,Procurement,region_2,m,other,Bachelor's 2,34,5.0,6,0,90.0,Analytics,region_28,m,sourcing,Master's & above 1,33,5.0,3,0,58.0,Operations,region_15,m,other,Bachelor's 1,32,5.0,4,0,62.0,Operations,region_2,m,other,Master's & above 1,36,4.0,7,0,54.0,Sales & Marketing,region_13,m,other,Bachelor's 2,39,5.0,2,0,86.0,Analytics,region_22,m,other,Master's & above 1,37,1.0,7,0,49.0,Sales & Marketing,region_15,m,other,Bachelor's 1,57,5.0,27,0,69.0,Procurement,region_2,f,sourcing,Master's & above 1,44,5.0,13,0,58.0,Legal,region_26,m,other,Bachelor's 1,29,3.0,3,0,51.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,33,3.0,8,0,78.0,Technology,region_33,m,other,Bachelor's 1,34,2.0,8,0,51.0,HR,region_7,f,sourcing,Bachelor's 1,42,1.0,11,0,47.0,HR,region_2,f,other,Bachelor's 1,29,3.0,1,0,78.0,Technology,region_23,f,other,Bachelor's 1,28,2.0,3,0,50.0,Sales & Marketing,region_13,m,sourcing,Bachelor's 1,47,1.0,4,0,49.0,Sales & Marketing,region_26,m,other,Bachelor's 1,31,3.0,6,0,58.0,Operations,region_11,f,other,Bachelor's 1,35,5.0,4,0,60.0,Operations,region_27,f,other,Master's & above 3,36,3.0,7,0,58.0,Finance,region_13,m,sourcing,Master's & above 1,44,5.0,5,0,67.0,Procurement,region_2,f,sourcing,Bachelor's 1,36,4.0,10,0,60.0,Finance,region_2,f,sourcing,Bachelor's 2,28,3.0,1,0,68.0,Procurement,region_29,m,sourcing,Bachelor's 2,30,4.0,3,0,47.0,Sales & Marketing,region_2,f,sourcing,Bachelor's 1,52,3.0,12,0,55.0,Operations,region_22,m,sourcing,Master's & above 1,33,4.0,5,0,81.0,Technology,region_22,m,sourcing,Bachelor's 1,29,5.0,4,0,81.0,Technology,region_17,f,other,Bachelor's 1,27,3.0,4,0,49.0,Sales & Marketing,region_30,f,other,Bachelor's 2,27,2.0,4,0,49.0,Sales & Marketing,region_27,m,other,Bachelor's 1,31,1.0,2,0,58.0,Legal,region_22,m,sourcing,Bachelor's 1,45,5.0,8,0,93.0,Procurement,region_2,f,other,Master's & above 2,43,4.0,5,0,62.0,Operations,region_7,f,other,Bachelor's 1,30,2.0,3,0,86.0,Analytics,region_15,f,other,Bachelor's 1,32,3.0,6,0,76.0,Technology,region_30,f,sourcing,Bachelor's 1,32,2.0,5,0,83.0,Analytics,region_17,m,other,Bachelor's 1,58,3.0,7,0,49.0,Sales & Marketing,region_13,m,sourcing,Bachelor's 1,49,3.0,16,0,60.0,Operations,region_22,m,other,Bachelor's 1,29,2.0,4,0,73.0,Procurement,region_29,f,sourcing,Bachelor's 1,36,3.0,9,0,50.0,Sales & Marketing,region_26,m,sourcing,Bachelor's 1,38,2.0,4,0,47.0,Sales & Marketing,region_22,m,sourcing,Bachelor's 2,28,4.0,5,0,49.0,HR,region_25,m,sourcing,Bachelor's 2,34,3.0,8,0,51.0,Sales & Marketing,region_2,m,other,Bachelor's 1,36,4.0,6,0,73.0,Procurement,region_2,m,other,Bachelor's 1,30,3.0,2,0,62.0,Operations,region_8,f,sourcing,Master's & above 1,57,4.0,18,0,62.0,Operations,region_2,f,other,Bachelor's 2,41,4.0,16,0,58.0,Operations,region_7,f,other,Master's & above 1,30,5.0,6,0,49.0,Sales & Marketing,region_11,m,sourcing,Bachelor's 1,30,3.0,7,0,47.0,Sales & Marketing,region_9,m,sourcing,Bachelor's 1,36,3.0,2,1,64.0,Legal,region_7,m,other,Bachelor's 1,40,3.0,11,0,52.0,Sales & Marketing,region_21,m,other,Bachelor's 1,54,4.0,12,0,68.0,Procurement,region_2,m,sourcing,Master's & above 3,23,4.0,1,0,57.0,Finance,region_22,m,sourcing,Bachelor's 1,28,4.0,3,0,60.0,Operations,region_13,m,other,Bachelor's 2,28,2.0,6,0,79.0,Technology,region_31,m,other,Bachelor's 1,46,3.0,2,0,60.0,Operations,region_7,f,sourcing,Master's & above 1,38,3.0,12,0,46.0,Sales & Marketing,region_2,m,sourcing,Master's & above 2,53,3.0,9,0,51.0,Sales & Marketing,region_2,m,other,Master's & above 1,34,2.0,7,0,68.0,Procurement,region_31,f,sourcing,Bachelor's 1,27,3.0,6,0,64.0,Operations,region_32,f,sourcing,Bachelor's 1,28,5.0,2,0,69.0,Procurement,region_23,f,other,Bachelor's 1,29,3.0,6,0,79.0,Technology,region_22,m,sourcing,Bachelor's 1,39,5.0,10,0,81.0,Technology,region_26,m,sourcing,Bachelor's 3,37,3.0,10,0,62.0,Operations,region_2,m,referred,Bachelor's 1,33,5.0,9,0,83.0,Analytics,region_28,m,other,Bachelor's 1,35,4.0,4,0,80.0,Analytics,region_31,m,sourcing,Bachelor's 1,29,5.0,3,0,59.0,Operations,region_29,f,sourcing,Bachelor's 1,30,5.0,4,0,86.0,R&D,region_30,f,other,Bachelor's 1,53,4.0,10,0,80.0,Technology,region_14,m,sourcing,Master's & above 2,45,5.0,16,0,52.0,Sales & Marketing,region_28,m,sourcing,Master's & above 1,31,3.0,6,0,51.0,HR,region_2,m,sourcing,Bachelor's 2,36,5.0,7,0,85.0,Analytics,region_25,m,other,Master's & above 2,30,4.0,2,0,85.0,R&D,region_22,m,sourcing,Bachelor's 1,47,2.0,7,0,49.0,HR,region_2,f,sourcing,Master's & above 1,45,2.0,6,0,72.0,Procurement,region_2,f,sourcing,Bachelor's 1,25,4.0,2,0,58.0,Operations,region_2,m,other,Bachelor's 1,32,5.0,6,0,70.0,Operations,region_30,f,other,Bachelor's 1,29,4.0,4,0,84.0,Analytics,region_22,m,sourcing,Master's & above 1,33,5.0,10,0,47.0,Sales & Marketing,region_28,m,sourcing,Master's & above 1,39,1.0,10,0,62.0,Finance,region_2,m,sourcing,Bachelor's 1,33,5.0,8,0,65.0,Operations,region_2,m,referred,Bachelor's 1,35,1.0,4,0,85.0,Analytics,region_32,m,other,Bachelor's 2,30,3.0,6,0,53.0,HR,region_22,m,sourcing,Bachelor's 2,30,4.0,5,0,47.0,Sales & Marketing,region_15,m,other,Bachelor's 1,40,3.0,5,0,54.0,HR,region_2,f,other,Bachelor's 1,39,3.0,4,0,89.0,Analytics,region_19,m,sourcing,Bachelor's 5,31,3.0,6,0,52.0,Sales & Marketing,region_25,m,other,Bachelor's 2,32,3.0,7,0,68.0,Procurement,region_29,m,other,Bachelor's 1,28,4.0,2,0,79.0,Technology,region_25,f,sourcing,Bachelor's 1,54,3.0,17,0,50.0,Sales & Marketing,region_4,m,other,Bachelor's 1,26,5.0,4,0,68.0,Procurement,region_7,f,sourcing,Bachelor's 1,35,4.0,7,0,62.0,Operations,region_8,f,other,Bachelor's 1,49,3.0,3,0,46.0,Sales & Marketing,region_2,f,sourcing,Bachelor's 1,43,3.0,8,0,60.0,Operations,region_15,m,other,Master's & above 1,46,3.0,5,0,47.0,Sales & Marketing,region_22,m,other,Bachelor's 1,57,3.0,27,0,51.0,Sales & Marketing,region_2,f,sourcing,Bachelor's 1,27,1.0,3,0,52.0,HR,region_32,m,sourcing,Bachelor's 2,46,3.0,15,0,69.0,Procurement,region_2,f,sourcing,Bachelor's 1,40,3.0,7,0,50.0,Sales & Marketing,region_29,f,sourcing,Master's & above 2,36,1.0,8,0,50.0,Sales & Marketing,region_2,m,other,Master's & above 1,31,2.0,3,0,52.0,Sales & Marketing,region_1,m,other,Master's & above 1,34,5.0,7,0,66.0,Operations,region_4,m,sourcing,Master's & above 1,28,5.0,2,0,55.0,Finance,region_28,m,sourcing,Bachelor's 1,28,1.0,4,0,51.0,Sales & Marketing,region_17,f,sourcing,Bachelor's 1,28,4.0,5,0,48.0,HR,region_14,m,sourcing,Bachelor's 1,40,2.0,9,0,60.0,Operations,region_13,f,other,Master's & above 1,36,1.0,7,0,70.0,Procurement,region_7,m,other,Master's & above 2,35,3.0,5,0,60.0,Operations,region_13,f,sourcing,Bachelor's 1,35,2.0,4,0,58.0,Sales & Marketing,region_16,m,sourcing,Bachelor's 1,33,2.0,6,0,59.0,Finance,region_26,f,other,Bachelor's 2,40,3.0,3,0,51.0,Sales & Marketing,region_2,m,other,Bachelor's 1,33,4.0,6,0,48.0,Sales & Marketing,region_10,m,sourcing,Master's & above 1,27,1.0,4,0,58.0,Operations,region_22,m,other,Bachelor's 1,33,3.0,7,0,69.0,Procurement,region_13,f,sourcing,Master's & above 1,30,5.0,6,0,92.0,Technology,region_13,m,referred,Bachelor's 1,28,1.0,4,0,86.0,Analytics,region_22,m,sourcing,Bachelor's 1,58,4.0,11,0,64.0,Procurement,region_2,f,sourcing,Bachelor's 1,40,5.0,5,0,68.0,Procurement,region_2,m,sourcing,Bachelor's 1,28,5.0,3,0,51.0,Sales & Marketing,region_2,m,other,Bachelor's 1,28,3.0,3,0,89.0,Analytics,region_27,m,other,Bachelor's 1,36,2.0,3,0,86.0,Analytics,region_22,m,other,Master's & above 2,38,3.0,9,0,57.0,Finance,region_2,m,other,Bachelor's 1,29,3.0,2,0,85.0,Analytics,region_22,m,referred,Bachelor's 1,27,3.0,3,0,47.0,Sales & Marketing,region_13,m,other,Bachelor's 1,59,4.0,18,0,68.0,Procurement,region_2,f,other,Bachelor's 1,31,5.0,7,0,50.0,Sales & Marketing,region_17,m,sourcing,Bachelor's 3,41,1.0,8,0,48.0,Sales & Marketing,region_27,m,other,Master's & above 3,29,1.0,3,0,47.0,Sales & Marketing,region_22,m,sourcing,Bachelor's 1,30,3.0,4,0,58.0,Legal,region_26,m,sourcing,Bachelor's 1,33,4.0,5,0,59.0,Operations,region_22,f,sourcing,Master's & above 2,58,3.0,12,0,48.0,HR,region_2,m,sourcing,Master's & above 1,24,5.0,2,0,63.0,Finance,region_2,m,other,Below Secondary 1,49,3.0,14,0,79.0,Technology,region_2,f,sourcing,Master's & above 1,26,3.0,3,0,54.0,HR,region_16,m,other,Bachelor's 1,31,5.0,5,0,82.0,R&D,region_25,m,sourcing,Bachelor's 1,29,5.0,3,0,50.0,Sales & Marketing,region_31,m,sourcing,Bachelor's 1,27,5.0,2,0,54.0,Finance,region_11,f,other,Bachelor's 1,55,3.0,14,0,55.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,35,5.0,10,0,47.0,Sales & Marketing,region_4,m,other,Master's & above 1,50,5.0,3,0,59.0,Operations,region_2,f,sourcing,Bachelor's 1,53,4.0,12,0,46.0,HR,region_2,f,other,Master's & above 1,55,5.0,13,0,62.0,Operations,region_13,m,other,Master's & above 1,38,1.0,5,0,87.0,Analytics,region_13,m,other,Master's & above 1,30,3.0,2,0,59.0,Operations,region_22,f,sourcing,Bachelor's 2,32,3.0,5,0,69.0,Procurement,region_31,m,sourcing,Bachelor's 1,28,1.0,4,0,51.0,Sales & Marketing,region_11,m,other,Bachelor's 2,31,3.0,2,0,82.0,Technology,region_7,m,other,Bachelor's 1,26,3.0,3,0,48.0,HR,region_7,f,other,Bachelor's 1,44,3.0,6,0,53.0,HR,region_7,m,other,Master's & above 1,46,5.0,8,0,52.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,39,4.0,4,0,50.0,Sales & Marketing,region_2,m,sourcing,Master's & above 1,30,4.0,6,0,79.0,Technology,region_26,m,sourcing,Bachelor's 1,34,3.0,5,0,77.0,Technology,region_34,m,other,Bachelor's 1,29,4.0,5,0,82.0,Analytics,region_22,m,sourcing,Bachelor's 1,33,4.0,6,0,50.0,Sales & Marketing,region_14,f,other,Bachelor's 2,30,3.0,5,0,60.0,Operations,region_27,m,other,Bachelor's 1,28,3.0,3,0,79.0,Technology,region_30,m,sourcing,Bachelor's 1,36,4.0,7,0,63.0,Operations,region_13,f,other,Master's & above 1,32,3.0,2,1,53.0,Sales & Marketing,region_11,m,other,Bachelor's 1,33,3.0,1,0,59.0,Legal,region_11,m,other,Bachelor's 1,39,3.0,11,0,71.0,Procurement,region_2,m,sourcing,Bachelor's 1,40,4.0,5,0,56.0,Legal,region_2,m,other,Bachelor's 1,30,5.0,2,0,79.0,Technology,region_7,f,referred,Bachelor's 2,37,5.0,10,0,62.0,Operations,region_2,m,other,Bachelor's 3,30,1.0,6,0,47.0,Sales & Marketing,region_2,m,other,Master's & above 1,37,4.0,5,0,56.0,Operations,region_19,m,sourcing,Bachelor's 1,39,3.0,5,0,60.0,Sales & Marketing,region_2,m,other,Master's & above 1,35,1.0,7,0,52.0,Sales & Marketing,region_22,m,other,Bachelor's 1,36,3.0,4,0,55.0,Operations,region_22,m,referred,Master's & above 1,41,5.0,5,0,46.0,Sales & Marketing,region_2,m,other,Master's & above 3,27,3.0,4,0,58.0,Finance,region_22,m,other,Bachelor's 1,39,4.0,6,0,65.0,Procurement,region_7,f,other,Master's & above 1,36,4.0,4,0,59.0,Operations,region_22,f,other,Bachelor's 1,33,3.0,9,0,46.0,Sales & Marketing,region_2,f,sourcing,Bachelor's 1,49,5.0,4,0,80.0,Analytics,region_26,m,sourcing,Bachelor's 3,34,1.0,5,0,52.0,Sales & Marketing,region_28,f,sourcing,Master's & above 1,41,4.0,4,1,73.0,Operations,region_13,m,sourcing,Bachelor's 1,35,5.0,7,0,56.0,Legal,region_15,m,sourcing,Bachelor's 2,45,5.0,5,1,51.0,Sales & Marketing,region_4,m,other,Bachelor's 1,32,4.0,4,0,68.0,Procurement,region_32,m,sourcing,Bachelor's 1,27,5.0,3,0,92.0,Finance,region_22,m,sourcing,Bachelor's 1,43,5.0,8,0,65.0,Procurement,region_22,m,sourcing,Master's & above 1,54,4.0,16,0,58.0,Operations,region_22,m,other,Bachelor's 1,37,3.0,8,0,79.0,Technology,region_7,f,sourcing,Bachelor's 1,26,4.0,3,0,66.0,Procurement,region_7,m,other,Bachelor's 1,28,5.0,3,0,81.0,Technology,region_7,m,sourcing,Bachelor's 1,29,1.0,4,0,48.0,Sales & Marketing,region_30,m,sourcing,Bachelor's 1,39,1.0,4,0,51.0,Sales & Marketing,region_10,m,other,Master's & above 1,26,4.0,3,0,85.0,Analytics,region_27,m,sourcing,Bachelor's 2,41,3.0,9,0,50.0,Sales & Marketing,region_2,m,other,Bachelor's 1,35,5.0,3,0,49.0,Sales & Marketing,region_26,m,sourcing,Master's & above 3,33,3.0,5,0,86.0,R&D,region_22,m,sourcing,Bachelor's 1,40,1.0,9,0,70.0,Procurement,region_2,m,other,Bachelor's 1,31,3.0,2,0,53.0,Sales & Marketing,region_13,m,sourcing,Master's & above 1,33,3.0,2,1,63.0,Operations,region_4,m,other,Bachelor's 1,39,3.0,4,0,69.0,Procurement,region_19,m,sourcing,Bachelor's 1,29,5.0,3,0,89.0,Analytics,region_22,m,other,Bachelor's 1,31,4.0,5,0,58.0,Legal,region_2,m,other,Bachelor's 1,38,5.0,7,0,89.0,Analytics,region_4,m,other,Bachelor's 2,41,3.0,3,0,69.0,Procurement,region_2,m,sourcing,Bachelor's 1,31,3.0,3,0,63.0,Sales & Marketing,region_14,m,other,Bachelor's 1,40,4.0,5,0,52.0,Operations,region_7,f,sourcing,Bachelor's 1,48,3.0,5,0,53.0,HR,region_2,f,sourcing,Master's & above 1,33,1.0,3,0,44.0,Sales & Marketing,region_6,f,sourcing,Bachelor's 1,27,2.0,3,0,53.0,Sales & Marketing,region_25,m,other,Bachelor's 1,37,1.0,2,0,52.0,Sales & Marketing,region_4,f,sourcing,Master's & above 1,40,5.0,3,0,55.0,Operations,region_19,m,other,Bachelor's 1,45,3.0,16,0,46.0,Sales & Marketing,region_25,m,other,Master's & above 1,37,4.0,5,0,57.0,Operations,region_10,m,other,Bachelor's 1,46,2.0,20,0,83.0,Technology,region_7,f,sourcing,Bachelor's 1,41,1.0,12,0,52.0,Sales & Marketing,region_2,f,sourcing,Master's & above 2,29,5.0,5,0,81.0,Analytics,region_11,m,sourcing,Bachelor's 1,37,5.0,11,0,57.0,Operations,region_2,m,other,Master's & above 1,39,3.0,6,0,78.0,Technology,region_2,m,referred,Bachelor's 1,36,4.0,8,0,58.0,Operations,region_25,m,other,Master's & above 1,41,3.0,6,0,50.0,Sales & Marketing,region_7,m,other,Bachelor's 1,34,3.0,6,0,80.0,Analytics,region_4,m,sourcing,Master's & above 2,30,4.0,2,0,86.0,R&D,region_22,m,other,Bachelor's 1,40,3.0,10,0,50.0,Sales & Marketing,region_1,m,sourcing,Master's & above 1,29,3.0,4,0,48.0,Sales & Marketing,region_32,m,sourcing,Bachelor's 1,26,3.0,2,0,83.0,Technology,region_17,m,other,Bachelor's 1,40,1.0,11,0,60.0,Finance,region_2,f,other,Master's & above 1,51,5.0,6,0,48.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,39,5.0,9,0,59.0,Finance,region_2,m,sourcing,Master's & above 1,32,3.0,9,0,51.0,Sales & Marketing,region_15,f,other,Bachelor's 2,34,5.0,5,0,49.0,Sales & Marketing,region_15,m,other,Bachelor's 1,53,3.0,13,0,78.0,Technology,region_16,m,other,Master's & above 1,37,5.0,7,1,79.0,Operations,region_2,m,other,Bachelor's 1,36,3.0,8,0,50.0,Sales & Marketing,region_5,m,other,Master's & above 1,27,3.0,5,0,81.0,Technology,region_10,m,other,Bachelor's 2,31,4.0,6,0,80.0,Analytics,region_7,m,other,Bachelor's 1,33,4.0,7,0,51.0,Sales & Marketing,region_29,m,other,Bachelor's 1,31,3.0,4,0,80.0,Technology,region_26,f,sourcing,Bachelor's 1,52,4.0,12,0,59.0,Operations,region_2,f,other,Bachelor's 1,31,3.0,5,0,59.0,Operations,region_4,m,sourcing,Bachelor's 1,36,5.0,10,0,47.0,Sales & Marketing,region_31,m,sourcing,Bachelor's 1,42,3.0,7,0,81.0,Technology,region_22,m,other,Master's & above 1,45,2.0,3,0,77.0,Technology,region_13,m,other,Master's & above 1,35,4.0,4,0,42.0,Sales & Marketing,region_28,m,other,Master's & above 1,42,5.0,12,0,62.0,Operations,region_22,m,sourcing,Master's & above 1,32,4.0,3,0,68.0,Procurement,region_2,m,sourcing,Bachelor's 1,59,3.0,18,0,76.0,Technology,region_7,m,other,Master's & above 1,31,4.0,6,0,86.0,R&D,region_2,f,other,Master's & above 1,29,3.0,3,0,82.0,Technology,region_10,f,other,Bachelor's 1,35,2.0,8,0,55.0,Operations,region_14,m,other,Master's & above 1,30,5.0,3,0,49.0,HR,region_2,m,other,Bachelor's 1,34,3.0,8,0,58.0,Operations,region_13,f,other,Master's & above 1,43,3.0,10,0,69.0,Procurement,region_2,f,other,Master's & above 1,50,3.0,2,0,48.0,Sales & Marketing,region_19,m,other,Bachelor's 2,41,1.0,11,0,49.0,Sales & Marketing,region_22,m,sourcing,Bachelor's 1,28,5.0,7,0,53.0,Sales & Marketing,region_1,m,other,Bachelor's 1,41,3.0,6,0,60.0,Operations,region_15,m,other,Bachelor's 1,36,1.0,9,0,48.0,Sales & Marketing,region_7,f,sourcing,Bachelor's 1,33,5.0,9,0,64.0,Operations,region_4,f,other,Bachelor's 1,58,5.0,14,0,80.0,Technology,region_2,m,other,Bachelor's 1,46,4.0,17,0,69.0,Procurement,region_2,f,sourcing,Bachelor's 2,32,3.0,4,0,88.0,Analytics,region_19,m,other,Bachelor's 1,38,3.0,12,0,66.0,Procurement,region_2,m,sourcing,Master's & above 1,33,1.0,6,0,47.0,Sales & Marketing,region_4,f,other,Bachelor's 1,31,1.0,4,0,51.0,Sales & Marketing,region_12,m,sourcing,Bachelor's 1,33,3.0,10,0,82.0,Analytics,region_31,m,sourcing,Bachelor's 1,26,2.0,3,0,69.0,Finance,region_2,m,other,Bachelor's 2,33,1.0,5,0,68.0,Procurement,region_22,m,sourcing,Master's & above 1,54,5.0,10,0,48.0,Sales & Marketing,region_2,m,other,Master's & above 1,32,2.0,9,0,58.0,Finance,region_22,m,sourcing,Master's & above 1,40,3.0,9,0,49.0,Sales & Marketing,region_16,m,sourcing,Bachelor's 1,32,1.0,6,0,51.0,Sales & Marketing,region_17,m,sourcing,Bachelor's 1,45,4.0,17,0,48.0,Sales & Marketing,region_19,m,other,Bachelor's 1,30,3.0,6,0,73.0,Procurement,region_2,m,other,Bachelor's 1,58,5.0,15,0,70.0,Procurement,region_2,m,other,Master's & above 1,45,3.0,16,0,70.0,Procurement,region_2,m,sourcing,Master's & above 2,31,5.0,3,0,55.0,Operations,region_15,m,other,Bachelor's 2,32,4.0,8,0,58.0,Finance,region_13,m,other,Master's & above 1,41,5.0,11,0,66.0,Procurement,region_15,m,other,Master's & above 1,42,2.0,13,0,59.0,Operations,region_7,m,sourcing,Bachelor's 1,34,4.0,4,0,71.0,Procurement,region_7,f,other,Master's & above 1,32,2.0,2,0,51.0,Sales & Marketing,region_2,f,sourcing,Bachelor's 1,34,5.0,5,0,55.0,Operations,region_13,m,other,Bachelor's 1,27,2.0,2,0,47.0,Sales & Marketing,region_16,m,sourcing,Bachelor's 1,34,1.0,4,0,86.0,Analytics,region_32,m,other,Bachelor's 3,31,1.0,7,0,49.0,Sales & Marketing,region_22,m,other,Bachelor's 1,33,3.0,6,0,81.0,Technology,region_5,f,sourcing,Bachelor's 1,45,3.0,7,0,49.0,Sales & Marketing,region_31,m,sourcing,Bachelor's 1,26,1.0,2,0,50.0,Sales & Marketing,region_14,m,sourcing,Bachelor's 1,38,3.0,4,0,51.0,Sales & Marketing,region_9,m,sourcing,Bachelor's 2,33,4.0,9,0,59.0,Operations,region_22,f,referred,Master's & above 2,35,1.0,7,0,54.0,Sales & Marketing,region_1,m,other,Bachelor's 1,42,3.0,10,0,79.0,Technology,region_6,f,other,Bachelor's 1,33,1.0,7,0,57.0,Operations,region_22,m,sourcing,Bachelor's 1,31,5.0,9,0,60.0,Operations,region_4,m,other,Bachelor's 2,34,2.0,2,0,79.0,Technology,region_22,m,other,Bachelor's 1,51,1.0,3,0,53.0,Sales & Marketing,region_2,f,other,Master's & above 1,41,3.0,7,0,66.0,Procurement,region_16,f,sourcing,Master's & above 1,27,3.0,2,0,93.0,Analytics,region_22,m,other,Bachelor's 1,46,3.0,17,0,66.0,Procurement,region_13,m,other,Master's & above 2,35,4.0,4,0,47.0,Sales & Marketing,region_2,m,other,Bachelor's 1,33,3.0,7,1,58.0,Operations,region_2,f,other,Master's & above 1,30,4.0,3,0,49.0,Sales & Marketing,region_29,m,other,Bachelor's 1,50,3.0,21,0,80.0,Technology,region_10,m,sourcing,Master's & above 1,37,3.0,5,0,82.0,Analytics,region_15,m,other,Bachelor's 1,40,5.0,13,0,74.0,Operations,region_16,m,other,Bachelor's 1,42,5.0,3,0,48.0,Sales & Marketing,region_7,m,other,Bachelor's 1,37,5.0,6,0,86.0,R&D,region_2,f,other,Master's & above 2,34,5.0,4,0,60.0,Operations,region_2,m,other,Bachelor's 2,42,2.0,3,0,53.0,Sales & Marketing,region_22,f,sourcing,Master's & above 1,34,4.0,10,0,76.0,Technology,region_33,m,sourcing,Bachelor's 1,28,3.0,4,0,50.0,HR,region_26,f,other,Bachelor's 1,46,4.0,10,0,84.0,Technology,region_2,f,other,Bachelor's 1,33,5.0,5,0,81.0,Analytics,region_7,m,other,Bachelor's 2,38,3.0,5,0,58.0,Operations,region_22,f,sourcing,Bachelor's 1,36,3.0,10,0,44.0,Sales & Marketing,region_22,m,sourcing,Bachelor's 2,29,3.0,4,0,74.0,Procurement,region_22,m,sourcing,Bachelor's 2,32,5.0,7,0,69.0,Procurement,region_17,m,other,Bachelor's 1,29,3.0,5,0,86.0,Analytics,region_22,f,other,Bachelor's 2,50,2.0,6,0,48.0,Sales & Marketing,region_2,m,other,Master's & above 2,26,3.0,3,0,86.0,Analytics,region_2,m,sourcing,Bachelor's 2,29,3.0,4,0,84.0,Analytics,region_22,m,other,Bachelor's 1,28,1.0,4,0,58.0,Operations,region_22,f,other,Bachelor's 1,33,3.0,5,0,80.0,Technology,region_5,m,other,Master's & above 1,30,3.0,5,0,66.0,Procurement,region_31,m,other,Bachelor's 2,35,4.0,7,0,78.0,Technology,region_7,f,sourcing,Master's & above 1,27,5.0,3,0,55.0,Operations,region_26,m,other,Bachelor's 1,33,5.0,8,0,62.0,Operations,region_15,m,other,Bachelor's 1,32,1.0,8,0,51.0,Sales & Marketing,region_2,m,other,Bachelor's 1,27,1.0,4,0,44.0,HR,region_15,m,other,Bachelor's 1,33,3.0,7,0,47.0,Sales & Marketing,region_4,m,sourcing,Bachelor's 1,34,3.0,3,0,73.0,Procurement,region_4,m,other,Master's & above 1,42,4.0,13,0,57.0,Legal,region_2,f,sourcing,Master's & above 1,30,3.0,3,0,87.0,Analytics,region_24,m,other,Bachelor's 2,31,1.0,5,0,52.0,Sales & Marketing,region_4,m,sourcing,Bachelor's 1,32,2.0,3,0,78.0,Technology,region_17,m,other,Bachelor's 1,40,3.0,4,0,48.0,Sales & Marketing,region_17,m,other,Bachelor's 1,34,3.0,6,0,51.0,HR,region_7,m,sourcing,Bachelor's 5,43,2.0,10,0,67.0,Procurement,region_2,m,other,Bachelor's 1,29,1.0,5,0,86.0,Analytics,region_26,m,sourcing,Bachelor's 1,56,4.0,15,0,74.0,Procurement,region_17,f,sourcing,Master's & above 1,47,2.0,14,0,78.0,Technology,region_2,m,sourcing,Master's & above 1,42,1.0,8,0,48.0,Sales & Marketing,region_2,f,sourcing,Bachelor's 1,33,3.0,7,0,59.0,Sales & Marketing,region_1,m,sourcing,Master's & above 2,48,4.0,19,0,53.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 3,33,3.0,7,0,60.0,Finance,region_28,m,other,Master's & above 1,38,3.0,10,0,62.0,Operations,region_22,m,other,Master's & above 1,38,2.0,4,0,53.0,Sales & Marketing,region_7,m,other,Bachelor's 1,32,2.0,6,0,52.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,29,3.0,4,0,48.0,HR,region_2,m,other,Bachelor's 1,28,4.0,4,0,80.0,Technology,region_33,f,other,Bachelor's 2,29,1.0,4,0,48.0,Sales & Marketing,region_23,m,other,Bachelor's 2,44,3.0,4,0,87.0,Analytics,region_7,m,other,Master's & above 3,42,3.0,8,0,86.0,Technology,region_31,m,other,Bachelor's 1,44,3.0,4,0,60.0,Operations,region_2,m,other,Bachelor's 1,28,1.0,4,0,50.0,Sales & Marketing,region_22,m,sourcing,Master's & above 1,32,3.0,3,0,55.0,Sales & Marketing,region_22,m,sourcing,Master's & above 1,28,3.0,2,0,82.0,Technology,region_15,m,other,Bachelor's 1,43,2.0,9,0,56.0,Legal,region_2,m,other,Bachelor's 1,30,1.0,3,0,49.0,Sales & Marketing,region_13,m,other,Bachelor's 1,37,5.0,8,0,50.0,Sales & Marketing,region_25,f,other,Master's & above 1,44,3.0,5,0,74.0,Operations,region_22,f,sourcing,Bachelor's 1,31,5.0,8,0,55.0,Finance,region_27,m,sourcing,Bachelor's 2,32,3.0,8,0,63.0,Operations,region_31,m,other,Bachelor's 1,39,2.0,5,0,50.0,Sales & Marketing,region_15,m,sourcing,Bachelor's 1,30,2.0,5,0,50.0,Sales & Marketing,region_22,m,other,Bachelor's 1,31,4.0,2,0,60.0,Operations,region_13,f,sourcing,Master's & above 2,35,5.0,7,0,82.0,Analytics,region_2,m,other,Master's & above 1,28,4.0,2,0,52.0,Sales & Marketing,region_16,m,sourcing,Bachelor's 1,27,3.0,4,0,89.0,Analytics,region_10,m,sourcing,Bachelor's 1,29,5.0,3,0,53.0,HR,region_22,m,referred,Bachelor's 1,57,1.0,13,0,50.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,39,4.0,5,0,57.0,Operations,region_4,f,sourcing,Bachelor's 1,35,4.0,7,0,58.0,Operations,region_33,m,other,Bachelor's 1,25,2.0,3,0,46.0,Sales & Marketing,region_2,f,other,Bachelor's 1,38,5.0,4,0,62.0,Operations,region_16,m,sourcing,Bachelor's 1,49,5.0,7,0,49.0,Sales & Marketing,region_22,m,other,Master's & above 1,49,5.0,7,0,68.0,Procurement,region_2,m,sourcing,Bachelor's 1,47,3.0,7,0,56.0,Operations,region_21,f,other,Bachelor's 2,48,2.0,16,0,66.0,Operations,region_2,m,sourcing,Master's & above 1,38,3.0,12,0,50.0,Sales & Marketing,region_14,m,sourcing,Master's & above 1,34,5.0,4,0,52.0,Sales & Marketing,region_15,m,sourcing,Master's & above 1,33,1.0,4,0,60.0,Operations,region_15,m,other,Bachelor's 1,34,1.0,6,0,85.0,Analytics,region_29,m,sourcing,Master's & above 1,29,5.0,3,0,44.0,Sales & Marketing,region_22,m,referred,Bachelor's 1,29,2.0,6,0,60.0,Operations,region_34,m,sourcing,Bachelor's 1,34,3.0,6,0,63.0,Finance,region_22,f,sourcing,Master's & above 1,29,3.0,7,0,86.0,Analytics,region_7,m,other,Bachelor's 1,30,3.0,5,0,79.0,Analytics,region_7,m,sourcing,Bachelor's 1,32,3.0,7,0,72.0,Procurement,region_10,m,sourcing,Master's & above 1,30,4.0,6,0,50.0,Sales & Marketing,region_28,m,other,Master's & above 1,28,3.0,6,0,81.0,Analytics,region_32,f,other,Bachelor's 1,24,5.0,2,0,42.0,Sales & Marketing,region_24,m,sourcing,Bachelor's 1,43,4.0,14,0,71.0,Operations,region_2,f,referred,Master's & above 1,33,5.0,4,0,56.0,Legal,region_2,f,other,Bachelor's 1,37,5.0,3,0,58.0,Operations,region_27,m,sourcing,Bachelor's 1,44,3.0,5,0,62.0,Operations,region_26,f,sourcing,Bachelor's 2,54,4.0,15,0,82.0,Technology,region_2,m,other,Bachelor's 1,30,5.0,4,0,83.0,Analytics,region_29,m,sourcing,Bachelor's 1,44,4.0,11,0,81.0,Technology,region_2,m,other,Bachelor's 1,38,5.0,7,0,54.0,Operations,region_21,m,other,Master's & above 3,32,1.0,8,0,71.0,Procurement,region_2,f,sourcing,Bachelor's 1,34,5.0,9,0,88.0,Analytics,region_7,m,other,Master's & above 2,36,3.0,3,0,89.0,Analytics,region_29,m,other,Master's & above 1,27,4.0,2,0,75.0,Technology,region_22,m,other,Bachelor's 1,56,4.0,7,0,42.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,38,4.0,7,0,60.0,Operations,region_23,m,sourcing,Master's & above 1,34,4.0,2,0,56.0,Operations,region_3,m,other,Master's & above 1,50,3.0,14,0,52.0,Sales & Marketing,region_7,m,other,Bachelor's 1,38,2.0,6,0,70.0,Procurement,region_2,f,sourcing,Bachelor's 1,34,3.0,8,0,60.0,Finance,region_7,f,other,Master's & above 1,51,1.0,5,0,46.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,42,3.0,10,0,58.0,Operations,region_2,m,other,Bachelor's 2,30,3.0,2,0,86.0,Analytics,region_22,m,other,Bachelor's 1,38,1.0,7,0,65.0,Operations,region_2,m,other,Bachelor's 1,26,1.0,2,0,50.0,Sales & Marketing,region_29,m,other,Bachelor's 1,29,3.0,6,0,80.0,Analytics,region_23,m,other,Bachelor's 1,28,4.0,3,0,47.0,HR,region_22,m,other,Bachelor's 1,27,4.0,3,0,58.0,Operations,region_22,m,sourcing,Below Secondary 1,43,3.0,14,0,57.0,Operations,region_15,f,other,Bachelor's 1,30,2.0,5,0,55.0,Operations,region_16,f,other,Bachelor's 1,29,5.0,3,0,81.0,Analytics,region_6,m,sourcing,Bachelor's 1,42,4.0,5,0,57.0,Operations,region_15,m,referred,Master's & above 1,31,4.0,3,0,85.0,Analytics,region_29,f,sourcing,Bachelor's 4,36,2.0,7,0,68.0,Procurement,region_22,m,sourcing,Master's & above 2,34,1.0,2,0,79.0,Technology,region_5,m,sourcing,Bachelor's 1,31,2.0,6,0,65.0,Procurement,region_15,m,other,Bachelor's 2,36,1.0,4,1,63.0,Operations,region_27,f,sourcing,Bachelor's 2,26,3.0,4,0,84.0,Analytics,region_22,m,sourcing,Bachelor's 1,30,1.0,2,0,56.0,Legal,region_32,m,other,Bachelor's 2,59,4.0,3,0,84.0,Analytics,region_2,m,other,Bachelor's 1,37,4.0,3,0,86.0,R&D,region_4,m,other,Master's & above 2,36,3.0,7,0,82.0,Technology,region_2,m,other,Master's & above 1,41,1.0,4,0,79.0,Technology,region_2,m,other,Bachelor's 1,27,5.0,4,0,86.0,Sales & Marketing,region_11,m,sourcing,Bachelor's 2,31,3.0,6,0,83.0,Analytics,region_29,m,sourcing,Bachelor's 1,30,2.0,5,0,49.0,Sales & Marketing,region_13,m,referred,Bachelor's 2,27,4.0,4,0,52.0,Sales & Marketing,region_22,m,sourcing,Bachelor's 1,29,5.0,5,1,96.0,Technology,region_13,m,sourcing,Bachelor's 1,43,3.0,17,0,58.0,Operations,region_4,m,other,Master's & above 3,35,3.0,6,0,62.0,Legal,region_22,m,other,Master's & above 1,31,2.0,3,0,83.0,Technology,region_2,m,sourcing,Master's & above 2,27,4.0,4,0,78.0,Analytics,region_28,m,sourcing,Bachelor's 1,26,3.0,3,0,50.0,Sales & Marketing,region_15,m,other,Bachelor's 1,29,5.0,2,0,83.0,Analytics,region_22,m,sourcing,Bachelor's 1,32,3.0,5,0,42.0,Sales & Marketing,region_15,m,sourcing,Master's & above 1,31,4.0,5,0,80.0,R&D,region_7,m,sourcing,Master's & above 1,31,2.0,5,0,71.0,Procurement,region_23,f,other,Bachelor's 1,36,4.0,3,0,83.0,Technology,region_26,m,other,Bachelor's 1,26,3.0,3,0,50.0,HR,region_26,m,sourcing,Bachelor's 1,35,5.0,4,1,79.0,Technology,region_2,m,other,Bachelor's 1,26,3.0,3,0,49.0,Sales & Marketing,region_29,m,other,Bachelor's 2,34,1.0,7,0,79.0,Technology,region_4,m,sourcing,Master's & above 2,34,5.0,7,0,52.0,Sales & Marketing,region_28,f,other,Master's & above 1,45,5.0,4,0,58.0,Operations,region_31,m,other,Master's & above 1,29,3.0,5,0,48.0,Sales & Marketing,region_9,m,other,Master's & above 1,28,1.0,2,0,50.0,Sales & Marketing,region_11,m,other,Bachelor's 1,47,3.0,6,0,47.0,Sales & Marketing,region_13,m,other,Bachelor's 1,29,4.0,2,0,83.0,Technology,region_12,m,other,Bachelor's 2,45,3.0,15,0,83.0,Analytics,region_31,m,other,Bachelor's 2,34,3.0,3,0,59.0,Operations,region_27,m,sourcing,Bachelor's 1,39,1.0,9,0,79.0,Analytics,region_22,m,other,Bachelor's 1,42,3.0,9,0,60.0,Procurement,region_11,m,sourcing,Master's & above 1,40,5.0,2,0,67.0,Procurement,region_22,m,other,Master's & above 2,29,3.0,2,0,81.0,Analytics,region_22,f,other,Bachelor's 1,54,3.0,18,0,66.0,Procurement,region_26,f,sourcing,Bachelor's 1,26,4.0,3,0,65.0,Procurement,region_31,f,other,Bachelor's 2,43,3.0,6,0,66.0,Procurement,region_7,f,sourcing,Bachelor's 2,29,3.0,5,0,79.0,Technology,region_22,f,sourcing,Bachelor's 1,30,5.0,5,0,87.0,Finance,region_22,m,other,Master's & above 2,32,3.0,3,0,89.0,Analytics,region_22,m,sourcing,Master's & above 1,44,5.0,3,0,76.0,Operations,region_4,m,sourcing,Bachelor's 1,36,4.0,8,0,49.0,HR,region_16,m,other,Bachelor's 1,51,5.0,23,0,63.0,Operations,region_2,f,other,Master's & above 1,43,4.0,7,0,80.0,R&D,region_4,m,sourcing,Master's & above 1,29,1.0,4,0,88.0,Analytics,region_25,m,other,Bachelor's 1,27,3.0,6,0,83.0,Analytics,region_15,m,other,Bachelor's 1,30,4.0,2,0,59.0,Legal,region_22,m,other,Bachelor's 1,52,5.0,19,0,84.0,Analytics,region_26,m,sourcing,Bachelor's 1,33,4.0,2,0,47.0,Sales & Marketing,region_7,m,other,Bachelor's 1,36,3.0,2,0,89.0,Technology,region_7,m,sourcing,Bachelor's 1,34,3.0,4,0,66.0,Procurement,region_26,f,other,Bachelor's 1,29,5.0,4,0,84.0,Procurement,region_34,m,other,Bachelor's 1,30,3.0,3,1,81.0,Technology,region_1,m,other,Master's & above 3,29,3.0,7,0,77.0,Technology,region_25,m,other,Bachelor's 1,33,2.0,5,0,87.0,Analytics,region_22,m,other,Bachelor's 1,31,3.0,7,0,60.0,Legal,region_22,f,other,Bachelor's 1,36,5.0,7,0,54.0,Operations,region_22,f,sourcing,Bachelor's 2,27,3.0,3,0,66.0,Procurement,region_16,m,other,Bachelor's 1,59,1.0,17,0,48.0,Sales & Marketing,region_22,m,other,Master's & above 1,36,3.0,7,0,85.0,R&D,region_27,m,other,Bachelor's 4,32,2.0,5,0,48.0,Sales & Marketing,region_2,m,other,Master's & above 1,28,5.0,4,0,58.0,Operations,region_22,m,other,Bachelor's 1,49,3.0,16,0,71.0,Procurement,region_2,f,other,Master's & above 1,24,3.0,2,0,59.0,Operations,region_31,m,sourcing,Below Secondary 1,27,5.0,2,1,66.0,Legal,region_27,m,other,Bachelor's 1,35,4.0,4,0,48.0,Sales & Marketing,region_16,m,sourcing,Bachelor's 1,32,5.0,5,0,57.0,Operations,region_19,m,sourcing,Bachelor's 1,29,3.0,3,0,82.0,Analytics,region_25,m,other,Bachelor's 1,54,3.0,2,0,81.0,Technology,region_2,f,other,Bachelor's 1,54,4.0,17,0,49.0,Sales & Marketing,region_2,m,other,Master's & above 1,40,3.0,13,0,59.0,Operations,region_23,m,sourcing,Master's & above 1,45,4.0,9,0,73.0,Procurement,region_17,f,sourcing,Bachelor's 1,39,5.0,6,0,49.0,Sales & Marketing,region_13,m,sourcing,Bachelor's 2,34,3.0,5,0,66.0,Procurement,region_7,f,sourcing,Bachelor's 2,43,2.0,4,0,62.0,Operations,region_22,m,other,Master's & above 1,35,5.0,7,0,60.0,Operations,region_17,f,sourcing,Bachelor's 1,33,4.0,4,0,81.0,Technology,region_23,f,other,Master's & above 1,31,5.0,4,0,48.0,Sales & Marketing,region_3,m,sourcing,Bachelor's 1,31,3.0,4,0,62.0,Operations,region_3,f,other,Master's & above 1,32,3.0,7,0,51.0,Sales & Marketing,region_28,f,other,Bachelor's 1,31,4.0,10,0,80.0,Technology,region_7,m,other,Master's & above 2,29,3.0,5,0,85.0,Analytics,region_26,f,other,Bachelor's 1,28,5.0,7,0,47.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,36,4.0,7,0,71.0,Procurement,region_26,m,other,Bachelor's 3,37,3.0,11,0,72.0,Procurement,region_2,m,sourcing,Bachelor's 1,32,2.0,7,0,54.0,HR,region_5,f,other,Bachelor's 1,35,4.0,7,0,58.0,Sales & Marketing,region_6,f,other,Bachelor's 1,34,4.0,7,0,70.0,Procurement,region_2,f,other,Bachelor's 1,30,3.0,3,0,49.0,Sales & Marketing,region_7,m,other,Bachelor's 1,45,1.0,16,0,46.0,Sales & Marketing,region_13,m,other,Bachelor's 1,35,5.0,3,0,53.0,Sales & Marketing,region_2,m,other,Master's & above 2,40,3.0,6,0,58.0,Operations,region_7,f,sourcing,Master's & above 1,40,4.0,14,0,57.0,Operations,region_27,m,sourcing,Bachelor's 1,47,4.0,15,0,57.0,Operations,region_13,m,sourcing,Bachelor's 1,38,5.0,3,1,94.0,Procurement,region_31,f,other,Master's & above 1,47,1.0,14,0,48.0,Sales & Marketing,region_17,m,other,Master's & above 2,29,5.0,6,0,80.0,Analytics,region_7,m,sourcing,Bachelor's 1,47,1.0,20,0,47.0,HR,region_2,m,other,Master's & above 1,30,5.0,2,0,48.0,Sales & Marketing,region_22,m,other,Bachelor's 1,45,3.0,18,0,49.0,Sales & Marketing,region_2,m,sourcing,Master's & above 2,37,1.0,7,0,49.0,Sales & Marketing,region_25,f,sourcing,Master's & above 1,27,4.0,2,0,81.0,Technology,region_15,m,other,Bachelor's 1,40,5.0,10,0,59.0,Operations,region_32,f,sourcing,Master's & above 1,37,5.0,10,0,43.0,Sales & Marketing,region_10,m,other,Master's & above 1,37,5.0,6,0,43.0,HR,region_7,f,other,Bachelor's 1,29,5.0,4,0,58.0,Finance,region_11,m,other,Bachelor's 1,31,4.0,7,0,52.0,Sales & Marketing,region_7,m,other,Master's & above 1,39,4.0,8,0,62.0,Operations,region_13,m,sourcing,Master's & above 1,38,3.0,2,0,72.0,Procurement,region_27,m,other,Master's & above 1,37,3.0,7,0,54.0,Operations,region_2,f,other,Master's & above 1,30,1.0,4,0,82.0,Analytics,region_34,m,sourcing,Bachelor's 2,32,3.0,5,0,78.0,Technology,region_2,m,other,Bachelor's 1,27,4.0,4,0,83.0,Analytics,region_22,m,other,Bachelor's 1,28,4.0,2,0,82.0,Analytics,region_31,m,sourcing,Bachelor's 1,34,4.0,7,0,60.0,Legal,region_13,m,other,Master's & above 1,38,4.0,2,0,58.0,Operations,region_13,f,sourcing,Bachelor's 1,27,4.0,2,0,68.0,Operations,region_8,m,other,Bachelor's 1,41,1.0,12,0,54.0,Sales & Marketing,region_15,m,other,Bachelor's 1,36,3.0,4,1,94.0,Sales & Marketing,region_26,m,other,Bachelor's 1,51,2.0,6,0,69.0,Procurement,region_2,f,sourcing,Master's & above 3,29,3.0,2,0,47.0,Sales & Marketing,region_17,m,other,Bachelor's 1,59,3.0,16,0,80.0,Technology,region_2,f,other,Bachelor's 2,31,2.0,5,0,86.0,Analytics,region_7,f,sourcing,Bachelor's 2,40,5.0,5,0,52.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 4,32,4.0,3,0,66.0,Procurement,region_7,m,sourcing,Bachelor's 1,30,5.0,7,0,72.0,Procurement,region_17,m,other,Bachelor's 1,33,1.0,10,0,49.0,Sales & Marketing,region_18,m,other,Bachelor's 1,35,5.0,3,0,91.0,Analytics,region_22,m,sourcing,Bachelor's 3,29,4.0,4,0,57.0,Operations,region_22,m,other,Bachelor's 1,38,4.0,10,0,60.0,Operations,region_23,m,sourcing,Bachelor's 1,42,3.0,5,0,48.0,Sales & Marketing,region_23,m,other,Master's & above 2,33,1.0,6,0,46.0,Sales & Marketing,region_24,m,other,Bachelor's 1,36,3.0,8,0,67.0,Procurement,region_23,f,other,Master's & above 1,39,4.0,3,0,62.0,Operations,region_23,f,other,Bachelor's 1,34,5.0,4,0,81.0,Analytics,region_7,m,sourcing,Master's & above 1,29,4.0,3,0,59.0,Operations,region_7,f,other,Bachelor's 1,47,1.0,15,0,78.0,Technology,region_27,m,sourcing,Bachelor's 1,34,1.0,10,0,70.0,Procurement,region_2,f,other,Bachelor's 2,27,3.0,2,0,85.0,Analytics,region_9,m,sourcing,Bachelor's 2,28,3.0,3,0,87.0,Analytics,region_22,f,other,Bachelor's 2,34,3.0,3,0,77.0,Operations,region_22,f,sourcing,Master's & above 1,29,1.0,2,1,85.0,Analytics,region_31,m,other,Bachelor's 1,29,5.0,7,0,59.0,Finance,region_22,m,sourcing,Bachelor's 2,33,3.0,6,0,82.0,Technology,region_22,m,sourcing,Master's & above 1,34,4.0,7,0,62.0,Operations,region_27,f,sourcing,Master's & above 1,28,4.0,2,0,86.0,Analytics,region_22,f,other,Bachelor's 1,36,3.0,4,0,54.0,HR,region_20,m,other,Master's & above 3,43,1.0,13,0,48.0,Sales & Marketing,region_2,m,sourcing,Master's & above 1,35,1.0,7,0,54.0,Sales & Marketing,region_14,m,sourcing,Bachelor's 1,32,5.0,5,0,52.0,Sales & Marketing,region_23,m,other,Bachelor's 1,25,5.0,2,0,74.0,Procurement,region_26,m,sourcing,Below Secondary 1,33,5.0,8,0,49.0,Sales & Marketing,region_2,m,sourcing,Master's & above 1,28,5.0,2,0,59.0,Legal,region_2,m,other,Bachelor's 1,30,4.0,4,0,48.0,Sales & Marketing,region_6,m,sourcing,Bachelor's 1,39,4.0,3,0,50.0,Sales & Marketing,region_3,m,other,Bachelor's 1,32,4.0,9,0,60.0,Operations,region_1,m,sourcing,Bachelor's 1,52,3.0,3,0,78.0,Technology,region_22,m,other,Master's & above 1,27,1.0,3,0,58.0,Operations,region_12,f,other,Bachelor's 1,39,5.0,12,0,59.0,Operations,region_26,f,sourcing,Bachelor's 1,27,3.0,4,0,57.0,Sales & Marketing,region_9,f,other,Bachelor's 1,32,5.0,9,0,63.0,Operations,region_3,m,sourcing,Bachelor's 1,29,3.0,4,0,56.0,Operations,region_22,m,other,Bachelor's 1,48,4.0,8,0,79.0,Technology,region_26,m,sourcing,Bachelor's 1,38,5.0,3,0,58.0,Operations,region_23,m,sourcing,Master's & above 2,48,4.0,22,0,82.0,Technology,region_15,m,other,Bachelor's 1,32,1.0,9,0,60.0,Finance,region_23,m,other,Bachelor's 1,30,4.0,5,0,53.0,Sales & Marketing,region_19,m,sourcing,Bachelor's 1,36,3.0,10,0,74.0,Technology,region_2,m,other,Master's & above 1,35,2.0,10,0,57.0,Operations,region_7,f,other,Master's & above 1,26,2.0,3,0,78.0,Technology,region_2,f,sourcing,Bachelor's 2,30,5.0,6,0,81.0,Analytics,region_1,m,other,Bachelor's 1,33,3.0,5,0,47.0,Sales & Marketing,region_8,m,other,Master's & above 1,35,2.0,5,0,64.0,Procurement,region_11,m,other,Master's & above 1,32,3.0,7,0,52.0,Sales & Marketing,region_7,m,sourcing,Bachelor's 1,27,4.0,2,0,71.0,Procurement,region_13,m,other,Bachelor's 1,36,2.0,9,0,71.0,Procurement,region_27,m,other,Master's & above 1,33,3.0,8,0,88.0,Technology,region_15,m,other,Bachelor's 1,39,2.0,10,0,59.0,Operations,region_16,m,other,Bachelor's 1,43,3.0,2,0,49.0,Sales & Marketing,region_26,m,sourcing,Bachelor's 1,39,3.0,11,0,60.0,Operations,region_15,m,other,Master's & above 1,27,5.0,3,0,83.0,Analytics,region_25,m,other,Bachelor's 1,29,4.0,3,0,83.0,Analytics,region_11,m,other,Bachelor's 1,33,5.0,6,0,58.0,Legal,region_7,m,sourcing,Master's & above 2,27,5.0,4,0,83.0,Analytics,region_32,m,other,Bachelor's 1,34,3.0,9,0,58.0,Operations,region_31,f,other,Master's & above 3,36,5.0,4,0,59.0,Operations,region_2,f,other,Master's & above 1,28,5.0,2,1,72.0,Operations,region_15,m,sourcing,Bachelor's 1,32,4.0,9,0,97.0,Procurement,region_30,f,other,Bachelor's 3,34,3.0,6,0,58.0,Finance,region_23,m,other,Master's & above 1,35,4.0,6,0,50.0,Sales & Marketing,region_13,m,other,Master's & above 1,38,3.0,10,0,58.0,Operations,region_15,m,other,Master's & above 1,43,3.0,7,0,71.0,Procurement,region_31,m,other,Master's & above 1,32,3.0,9,0,78.0,Technology,region_5,f,other,Bachelor's 1,39,5.0,5,0,57.0,Operations,region_13,f,sourcing,Bachelor's 1,35,5.0,9,0,51.0,Sales & Marketing,region_2,f,other,Master's & above 3,36,3.0,10,0,52.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,32,4.0,10,0,69.0,Procurement,region_15,f,sourcing,Bachelor's 1,28,3.0,3,0,66.0,Procurement,region_25,f,other,Bachelor's 1,36,1.0,5,0,49.0,Sales & Marketing,region_15,m,other,Master's & above 1,34,1.0,7,0,63.0,Operations,region_2,f,other,Bachelor's 1,33,5.0,6,0,50.0,Sales & Marketing,region_28,f,sourcing,Master's & above 1,30,3.0,5,0,72.0,Procurement,region_4,m,other,Bachelor's 1,37,3.0,9,0,53.0,Sales & Marketing,region_26,m,other,Bachelor's 1,35,3.0,3,0,56.0,Operations,region_23,f,sourcing,Bachelor's 1,29,5.0,6,0,84.0,Analytics,region_26,m,sourcing,Bachelor's 1,26,5.0,6,0,58.0,Operations,region_4,m,sourcing,Bachelor's 1,42,4.0,6,0,49.0,Sales & Marketing,region_31,m,sourcing,Bachelor's 2,36,3.0,10,0,85.0,Analytics,region_2,m,other,Bachelor's 1,31,5.0,4,0,86.0,Analytics,region_11,m,other,Bachelor's 1,43,3.0,2,0,86.0,Analytics,region_2,f,sourcing,Master's & above 1,42,4.0,5,0,72.0,Procurement,region_2,f,other,Bachelor's 3,29,4.0,3,0,68.0,Procurement,region_22,m,other,Bachelor's 1,32,5.0,4,0,67.0,Procurement,region_30,f,other,Bachelor's 2,29,5.0,5,1,82.0,Analytics,region_22,m,other,Bachelor's 1,34,3.0,4,0,48.0,Sales & Marketing,region_25,m,sourcing,Master's & above 1,33,2.0,9,0,57.0,Operations,region_15,m,other,Bachelor's 1,37,3.0,10,0,48.0,Sales & Marketing,region_2,m,sourcing,Master's & above 6,51,1.0,19,0,51.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,34,3.0,6,0,83.0,Procurement,region_2,f,other,Bachelor's 1,25,4.0,2,0,82.0,Technology,region_2,m,sourcing,Bachelor's 1,48,1.0,2,0,81.0,Technology,region_2,f,other,Master's & above 1,30,4.0,2,1,59.0,Operations,region_22,f,sourcing,Bachelor's 1,27,2.0,2,0,60.0,Finance,region_2,f,other,Bachelor's 1,25,1.0,3,0,50.0,Sales & Marketing,region_31,m,other,Bachelor's 1,42,5.0,6,0,82.0,Analytics,region_2,f,sourcing,Master's & above 2,29,3.0,2,0,59.0,Operations,region_22,f,other,Bachelor's 1,35,5.0,7,0,71.0,Procurement,region_23,f,other,Bachelor's 1,31,3.0,5,0,58.0,Operations,region_31,m,other,Bachelor's 1,26,3.0,5,0,51.0,HR,region_26,m,sourcing,Bachelor's 1,31,3.0,7,0,82.0,Analytics,region_1,m,sourcing,Bachelor's 1,31,5.0,6,0,59.0,Operations,region_31,m,sourcing,Bachelor's 1,23,4.0,2,0,48.0,Sales & Marketing,region_2,m,other,Bachelor's 2,38,3.0,12,0,54.0,Sales & Marketing,region_16,m,other,Bachelor's 1,31,5.0,5,0,85.0,Analytics,region_28,m,sourcing,Bachelor's 1,36,4.0,7,0,59.0,Finance,region_13,m,sourcing,Bachelor's 1,30,2.0,11,0,81.0,Technology,region_17,f,other,Bachelor's 1,37,3.0,10,0,48.0,Sales & Marketing,region_4,m,other,Bachelor's 1,33,3.0,6,0,69.0,Procurement,region_13,m,other,Master's & above 1,27,1.0,4,0,70.0,Procurement,region_17,f,sourcing,Bachelor's 1,26,2.0,2,0,82.0,Technology,region_32,f,other,Bachelor's 1,33,5.0,7,0,62.0,Operations,region_13,f,sourcing,Bachelor's 1,30,5.0,3,0,49.0,Sales & Marketing,region_2,f,other,Bachelor's 1,25,2.0,2,0,60.0,Operations,region_22,m,other,Bachelor's 1,59,5.0,28,0,66.0,Procurement,region_2,m,sourcing,Master's & above 1,32,3.0,6,0,84.0,Analytics,region_22,f,other,Master's & above 1,45,3.0,9,0,70.0,Procurement,region_2,m,other,Master's & above 1,44,4.0,5,0,53.0,Sales & Marketing,region_26,m,sourcing,Bachelor's 1,27,4.0,4,0,57.0,Operations,region_31,m,other,Bachelor's 1,39,3.0,10,0,57.0,Operations,region_7,m,other,Bachelor's 2,33,5.0,5,0,52.0,Sales & Marketing,region_7,m,sourcing,Bachelor's 2,33,5.0,6,0,50.0,Sales & Marketing,region_26,m,sourcing,Bachelor's 1,29,1.0,5,0,51.0,Sales & Marketing,region_22,f,sourcing,Bachelor's 1,31,4.0,3,0,55.0,HR,region_2,f,sourcing,Bachelor's 2,33,1.0,3,0,48.0,Sales & Marketing,region_32,m,other,Bachelor's 1,58,3.0,26,0,63.0,Operations,region_2,f,other,Bachelor's 1,29,3.0,2,0,75.0,Technology,region_28,m,other,Bachelor's 1,40,1.0,5,0,47.0,Sales & Marketing,region_22,m,sourcing,Master's & above 2,57,1.0,13,0,50.0,Sales & Marketing,region_2,f,sourcing,Bachelor's 1,59,4.0,15,0,72.0,Procurement,region_2,m,other,Master's & above 2,28,4.0,3,0,85.0,Analytics,region_4,m,other,Bachelor's 2,27,2.0,2,0,85.0,Analytics,region_32,m,sourcing,Bachelor's 1,41,5.0,12,0,59.0,Operations,region_2,m,other,Bachelor's 1,35,3.0,10,0,83.0,Technology,region_10,m,sourcing,Master's & above 1,30,5.0,3,0,50.0,Sales & Marketing,region_15,f,other,Bachelor's 1,34,3.0,7,0,48.0,Sales & Marketing,region_23,m,sourcing,Bachelor's 1,41,5.0,4,0,67.0,Procurement,region_2,f,sourcing,Master's & above 1,30,1.0,8,0,85.0,Technology,region_24,f,other,Bachelor's 2,38,4.0,5,0,51.0,Sales & Marketing,region_7,m,other,Master's & above 1,29,3.0,2,0,68.0,Procurement,region_28,f,other,Bachelor's 1,33,4.0,5,0,49.0,HR,region_25,m,other,Bachelor's 1,30,4.0,4,0,63.0,Operations,region_20,m,sourcing,Bachelor's 1,60,1.0,11,0,48.0,Sales & Marketing,region_2,m,sourcing,Master's & above 1,32,5.0,6,0,57.0,Finance,region_15,m,other,Master's & above 1,40,4.0,11,0,58.0,Operations,region_31,m,sourcing,Bachelor's 1,42,5.0,2,0,85.0,Analytics,region_2,m,other,Bachelor's 1,35,3.0,4,0,79.0,Technology,region_30,m,sourcing,Master's & above 1,35,1.0,7,0,62.0,Operations,region_13,m,sourcing,Bachelor's 1,43,3.0,3,0,46.0,Sales & Marketing,region_11,m,other,Bachelor's 1,56,5.0,11,0,87.0,Analytics,region_2,m,sourcing,Master's & above 1,30,2.0,5,0,47.0,Sales & Marketing,region_11,m,other,Bachelor's 1,44,3.0,18,0,53.0,Sales & Marketing,region_31,m,other,Master's & above 1,26,4.0,6,0,60.0,Operations,region_30,f,other,Bachelor's 1,39,4.0,3,0,56.0,Operations,region_22,m,sourcing,Bachelor's 1,41,3.0,10,0,68.0,Procurement,region_2,f,other,Bachelor's 1,34,1.0,9,0,60.0,Finance,region_11,m,sourcing,Bachelor's 2,33,1.0,7,0,46.0,Sales & Marketing,region_22,m,other,Bachelor's 1,27,4.0,5,0,80.0,Analytics,region_21,m,sourcing,Bachelor's 5,24,1.0,2,0,51.0,Sales & Marketing,region_22,m,other,Bachelor's 1,43,3.0,11,0,54.0,Sales & Marketing,region_26,m,other,Bachelor's 1,41,1.0,2,0,73.0,Technology,region_2,f,other,Bachelor's 3,28,2.0,3,0,49.0,Sales & Marketing,region_22,m,sourcing,Bachelor's 2,37,3.0,10,0,86.0,Analytics,region_2,m,other,Master's & above 1,31,5.0,7,0,60.0,Operations,region_4,f,other,Master's & above 1,31,4.0,5,0,62.0,Operations,region_2,m,other,Bachelor's 1,40,5.0,14,0,51.0,Sales & Marketing,region_23,m,sourcing,Bachelor's 1,46,3.0,14,0,55.0,Legal,region_2,f,sourcing,Master's & above 1,36,3.0,9,0,50.0,HR,region_2,f,sourcing,Master's & above 2,36,1.0,5,0,70.0,Procurement,region_2,m,other,Bachelor's 1,32,3.0,5,0,48.0,Sales & Marketing,region_27,m,sourcing,Bachelor's 2,34,1.0,7,0,62.0,Operations,region_22,m,other,Bachelor's 1,31,4.0,4,0,84.0,R&D,region_22,m,sourcing,Master's & above 1,28,2.0,3,0,50.0,Sales & Marketing,region_34,m,sourcing,Bachelor's 1,49,5.0,21,0,88.0,Analytics,region_7,m,other,Bachelor's 1,28,4.0,4,1,79.0,Technology,region_22,f,other,Bachelor's 1,27,5.0,3,0,85.0,Technology,region_7,m,referred,Bachelor's 1,32,4.0,9,0,82.0,Analytics,region_2,m,sourcing,Bachelor's 1,31,5.0,5,0,59.0,Operations,region_22,m,sourcing,Bachelor's 1,35,3.0,10,0,68.0,Procurement,region_22,m,sourcing,Bachelor's 2,40,5.0,7,0,57.0,Operations,region_15,f,sourcing,Bachelor's 1,28,3.0,4,0,51.0,Sales & Marketing,region_22,f,sourcing,Bachelor's 1,29,3.0,5,0,81.0,Analytics,region_7,m,other,Bachelor's 1,60,2.0,20,0,82.0,Technology,region_2,m,sourcing,Master's & above 1,30,1.0,2,0,59.0,Operations,region_5,m,other,Bachelor's 1,31,3.0,6,0,83.0,Technology,region_16,f,other,Bachelor's 1,36,4.0,9,0,63.0,Legal,region_2,m,sourcing,Bachelor's 1,30,5.0,5,0,72.0,Procurement,region_22,f,sourcing,Bachelor's 2,31,5.0,5,0,73.0,Procurement,region_24,m,sourcing,Bachelor's 1,30,3.0,4,0,84.0,Analytics,region_15,m,other,Bachelor's 1,33,2.0,5,0,60.0,Operations,region_30,f,sourcing,Bachelor's 1,30,4.0,7,0,70.0,Procurement,region_7,m,other,Bachelor's 1,31,5.0,5,0,64.0,Finance,region_4,m,sourcing,Bachelor's 1,51,5.0,17,0,72.0,Procurement,region_2,f,other,Master's & above 1,42,5.0,17,0,57.0,Sales & Marketing,region_28,m,other,Master's & above 1,37,1.0,8,0,50.0,Sales & Marketing,region_13,m,sourcing,Bachelor's 2,37,4.0,6,0,49.0,Sales & Marketing,region_23,m,other,Master's & above 2,24,5.0,2,0,68.0,Procurement,region_2,f,other,Below Secondary 1,32,3.0,7,0,57.0,Operations,region_2,m,sourcing,Bachelor's 2,35,3.0,6,1,70.0,Procurement,region_2,m,sourcing,Bachelor's 1,31,3.0,4,0,54.0,Sales & Marketing,region_9,m,sourcing,Bachelor's 1,31,5.0,4,0,47.0,Sales & Marketing,region_24,m,other,Master's & above 1,44,5.0,15,0,48.0,Sales & Marketing,region_15,m,other,Bachelor's 1,40,3.0,7,0,79.0,Technology,region_7,m,other,Bachelor's 1,43,2.0,5,0,84.0,Technology,region_15,f,other,Bachelor's 1,31,2.0,6,0,58.0,Operations,region_13,m,sourcing,Master's & above 1,32,1.0,5,0,44.0,Sales & Marketing,region_12,m,other,Bachelor's 1,37,4.0,9,0,52.0,Sales & Marketing,region_7,f,other,Bachelor's 2,35,3.0,5,1,57.0,Operations,region_15,m,sourcing,Master's & above 1,28,3.0,2,0,87.0,Analytics,region_26,m,sourcing,Bachelor's 1,36,4.0,7,0,70.0,Procurement,region_16,f,other,Bachelor's 1,30,3.0,6,0,85.0,Analytics,region_7,m,other,Bachelor's 1,57,5.0,12,0,70.0,Procurement,region_2,f,sourcing,Bachelor's 1,49,3.0,19,0,57.0,Sales & Marketing,region_2,f,sourcing,Master's & above 1,34,3.0,9,0,62.0,Operations,region_27,f,other,Bachelor's 1,37,3.0,4,0,49.0,Sales & Marketing,region_23,m,other,Master's & above 1,41,5.0,2,0,82.0,Technology,region_7,m,other,Master's & above 1,27,4.0,4,0,59.0,Operations,region_22,m,other,Bachelor's 2,34,2.0,8,0,77.0,Technology,region_30,f,other,Bachelor's 1,27,3.0,2,0,76.0,Technology,region_2,m,other,Bachelor's 4,34,3.0,2,0,48.0,Sales & Marketing,region_19,m,sourcing,Bachelor's 1,34,1.0,10,0,81.0,Technology,region_28,m,other,Master's & above 1,36,3.0,10,0,79.0,Procurement,region_2,f,referred,Master's & above 1,36,4.0,9,0,57.0,Operations,region_22,f,other,Master's & above 1,39,4.0,5,0,78.0,Technology,region_14,m,other,Master's & above 1,32,5.0,6,0,77.0,Technology,region_26,m,sourcing,Bachelor's 1,30,2.0,5,0,85.0,Analytics,region_12,m,sourcing,Bachelor's 2,30,1.0,8,0,48.0,Sales & Marketing,region_22,m,other,Master's & above 1,30,3.0,4,0,85.0,R&D,region_2,m,other,Bachelor's 1,30,2.0,2,0,48.0,HR,region_27,f,other,Bachelor's 1,26,1.0,2,0,82.0,Technology,region_2,f,other,Bachelor's 1,30,4.0,6,0,84.0,Technology,region_2,f,other,Bachelor's 1,34,5.0,5,0,55.0,Operations,region_27,m,other,Bachelor's 1,54,4.0,13,0,70.0,Procurement,region_2,f,sourcing,Bachelor's 1,53,3.0,19,0,58.0,Finance,region_2,m,other,Master's & above 1,40,5.0,4,0,49.0,Sales & Marketing,region_19,m,other,Bachelor's 1,46,2.0,20,0,59.0,Operations,region_22,m,other,Master's & above 1,37,3.0,6,0,59.0,Operations,region_2,f,sourcing,Bachelor's 1,27,4.0,4,0,65.0,Procurement,region_16,m,other,Bachelor's 1,32,2.0,9,0,47.0,HR,region_7,f,other,Bachelor's 1,34,3.0,3,0,71.0,Procurement,region_20,f,other,Bachelor's 2,31,1.0,4,0,50.0,Sales & Marketing,region_13,m,other,Bachelor's 1,28,3.0,2,0,72.0,Procurement,region_5,f,sourcing,Bachelor's 1,33,3.0,5,0,79.0,Technology,region_2,m,sourcing,Bachelor's 1,45,5.0,4,0,56.0,Operations,region_2,m,sourcing,Bachelor's 1,51,4.0,12,0,85.0,Analytics,region_7,m,sourcing,Master's & above 1,33,3.0,7,0,55.0,Operations,region_31,m,other,Bachelor's 1,31,5.0,7,0,50.0,Sales & Marketing,region_25,m,other,Bachelor's 1,33,4.0,5,0,48.0,HR,region_2,m,referred,Bachelor's 1,31,4.0,5,0,70.0,Procurement,region_2,m,other,Bachelor's 1,31,5.0,4,0,46.0,Sales & Marketing,region_28,m,sourcing,Master's & above 1,37,4.0,8,0,48.0,Sales & Marketing,region_2,f,sourcing,Bachelor's 1,37,5.0,10,0,69.0,Procurement,region_19,m,other,Bachelor's 1,43,3.0,9,0,60.0,Operations,region_8,f,other,Master's & above 1,27,3.0,2,0,83.0,Technology,region_27,m,other,Bachelor's 1,38,1.0,2,0,80.0,Technology,region_24,f,other,Master's & above 2,33,4.0,7,0,74.0,Technology,region_13,f,other,Master's & above 2,53,3.0,8,0,70.0,Procurement,region_2,f,sourcing,Bachelor's 1,35,3.0,10,0,62.0,Finance,region_2,m,sourcing,Bachelor's 1,37,5.0,9,0,71.0,Procurement,region_17,f,sourcing,Master's & above 1,34,3.0,8,0,71.0,Procurement,region_15,m,other,Master's & above 1,50,3.0,16,0,58.0,Operations,region_2,f,sourcing,Master's & above 1,38,3.0,10,0,82.0,R&D,region_2,m,sourcing,Master's & above 1,26,3.0,5,0,86.0,Analytics,region_31,m,other,Bachelor's 1,30,2.0,4,0,51.0,Sales & Marketing,region_22,m,other,Bachelor's 2,46,3.0,16,0,68.0,Procurement,region_2,m,other,Master's & above 1,37,2.0,4,0,63.0,Operations,region_27,m,other,Master's & above 1,32,5.0,5,0,49.0,HR,region_2,f,sourcing,Bachelor's 1,38,3.0,7,0,83.0,Technology,region_13,m,sourcing,Bachelor's 1,56,5.0,13,0,49.0,Sales & Marketing,region_7,m,other,Bachelor's 2,31,3.0,6,0,52.0,Sales & Marketing,region_2,m,sourcing,Master's & above 1,31,3.0,4,0,77.0,Technology,region_26,m,other,Bachelor's 2,35,3.0,3,0,62.0,Operations,region_22,m,other,Master's & above 2,33,3.0,3,0,88.0,Analytics,region_2,m,sourcing,Bachelor's 1,35,5.0,3,0,49.0,Sales & Marketing,region_11,m,sourcing,Bachelor's 1,38,4.0,7,0,79.0,Technology,region_24,f,sourcing,Bachelor's 1,36,5.0,3,0,51.0,HR,region_15,m,other,Bachelor's 1,36,3.0,5,0,81.0,Technology,region_11,m,other,Bachelor's 1,34,5.0,7,0,53.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,40,1.0,9,0,54.0,Sales & Marketing,region_7,m,other,Master's & above 1,40,5.0,5,0,58.0,Operations,region_11,m,sourcing,Bachelor's 1,43,2.0,12,0,57.0,Operations,region_2,m,sourcing,Bachelor's 1,23,3.0,2,1,52.0,Sales & Marketing,region_15,m,sourcing,Bachelor's 1,32,5.0,9,0,72.0,Procurement,region_11,f,sourcing,Bachelor's 2,34,5.0,7,0,59.0,Operations,region_22,f,other,Master's & above 2,53,4.0,15,0,50.0,Sales & Marketing,region_2,m,sourcing,Master's & above 1,39,3.0,9,0,82.0,Analytics,region_28,m,other,Master's & above 1,32,4.0,3,0,74.0,Procurement,region_11,m,sourcing,Bachelor's 1,37,1.0,4,0,80.0,Technology,region_26,m,sourcing,Bachelor's 1,36,5.0,8,0,49.0,Sales & Marketing,region_2,f,sourcing,Bachelor's 1,31,4.0,7,0,69.0,Procurement,region_11,m,other,Bachelor's 1,57,3.0,15,0,81.0,Technology,region_2,f,other,Bachelor's 2,36,3.0,5,0,58.0,Operations,region_31,m,other,Bachelor's 2,34,3.0,8,0,70.0,Procurement,region_28,m,other,Master's & above 1,25,5.0,3,0,75.0,Finance,region_30,m,other,Bachelor's 1,38,2.0,5,0,50.0,Sales & Marketing,region_22,m,other,Bachelor's 1,35,4.0,2,0,52.0,Sales & Marketing,region_1,m,sourcing,Master's & above 2,28,3.0,5,0,81.0,Technology,region_2,m,other,Bachelor's 1,57,5.0,16,0,49.0,Sales & Marketing,region_4,m,other,Master's & above 1,27,5.0,2,0,62.0,Operations,region_16,m,other,Bachelor's 1,34,3.0,9,0,60.0,Legal,region_11,m,other,Bachelor's 2,39,3.0,10,0,81.0,Technology,region_16,m,sourcing,Bachelor's 1,40,1.0,7,0,47.0,Sales & Marketing,region_13,m,other,Bachelor's 1,48,4.0,15,0,50.0,Sales & Marketing,region_2,f,other,Bachelor's 1,42,4.0,11,0,58.0,Operations,region_7,m,other,Bachelor's 1,30,4.0,4,0,49.0,HR,region_11,f,other,Bachelor's 1,27,3.0,2,0,58.0,Finance,region_31,m,other,Bachelor's 1,27,3.0,5,0,75.0,Technology,region_6,f,other,Bachelor's 1,32,3.0,10,0,49.0,Sales & Marketing,region_13,m,other,Master's & above 1,38,5.0,5,0,54.0,Operations,region_15,m,referred,Bachelor's 2,27,1.0,3,0,80.0,Analytics,region_22,m,sourcing,Bachelor's 1,37,4.0,7,0,49.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 2,35,5.0,5,0,58.0,Operations,region_29,m,sourcing,Master's & above 1,30,5.0,2,0,58.0,Operations,region_26,m,other,Bachelor's 1,40,5.0,9,0,60.0,Operations,region_15,f,sourcing,Bachelor's 2,34,3.0,8,0,53.0,Operations,region_7,f,sourcing,Bachelor's 1,25,3.0,2,0,57.0,Sales & Marketing,region_14,m,other,Bachelor's 1,47,3.0,2,0,63.0,Operations,region_2,f,other,Bachelor's 1,33,5.0,6,0,59.0,Operations,region_31,m,other,Bachelor's 1,41,5.0,12,0,48.0,Sales & Marketing,region_2,m,referred,Bachelor's 1,45,1.0,4,0,50.0,Sales & Marketing,region_7,f,sourcing,Master's & above 1,35,3.0,7,0,70.0,Procurement,region_28,f,other,Bachelor's 1,23,3.0,2,0,66.0,Procurement,region_2,f,sourcing,Bachelor's 2,29,2.0,5,0,71.0,Procurement,region_15,f,sourcing,Bachelor's 1,30,5.0,5,0,51.0,Sales & Marketing,region_15,m,referred,Bachelor's 1,58,2.0,17,0,77.0,Technology,region_2,m,sourcing,Master's & above 1,51,5.0,19,0,40.0,Sales & Marketing,region_2,m,other,Bachelor's 1,43,5.0,12,0,50.0,Sales & Marketing,region_15,m,other,Bachelor's 1,30,5.0,4,0,87.0,Analytics,region_19,m,other,Bachelor's 1,44,3.0,14,0,49.0,Sales & Marketing,region_15,m,other,Bachelor's 1,51,5.0,10,0,62.0,Operations,region_21,m,sourcing,Master's & above 1,47,4.0,18,0,68.0,Procurement,region_2,f,other,Master's & above 1,29,3.0,2,0,52.0,Sales & Marketing,region_15,f,sourcing,Bachelor's 1,36,3.0,3,0,68.0,Procurement,region_27,f,sourcing,Bachelor's 1,44,3.0,14,0,47.0,Sales & Marketing,region_22,m,sourcing,Bachelor's 1,31,5.0,6,0,51.0,Sales & Marketing,region_16,m,other,Bachelor's 1,39,3.0,11,0,49.0,HR,region_13,m,other,Bachelor's 1,47,5.0,17,0,71.0,Procurement,region_22,m,other,Master's & above 3,33,2.0,4,0,82.0,Analytics,region_34,m,other,Bachelor's 1,34,4.0,3,0,81.0,Technology,region_2,m,other,Master's & above 1,30,3.0,2,0,71.0,Procurement,region_31,f,other,Bachelor's 1,47,3.0,19,0,75.0,Technology,region_5,m,other,Bachelor's 1,29,5.0,6,0,65.0,Finance,region_7,m,other,Bachelor's 2,30,5.0,3,0,89.0,Technology,region_26,m,other,Bachelor's 1,28,3.0,2,0,51.0,Sales & Marketing,region_9,m,other,Bachelor's 1,28,3.0,4,0,80.0,Technology,region_7,f,sourcing,Bachelor's 1,29,3.0,7,0,84.0,Analytics,region_1,m,sourcing,Bachelor's 1,54,4.0,15,0,66.0,Procurement,region_2,f,other,Master's & above 1,25,5.0,3,0,54.0,Sales & Marketing,region_22,f,other,Bachelor's 1,53,1.0,21,0,78.0,Technology,region_2,f,sourcing,Master's & above 1,35,1.0,7,0,57.0,Operations,region_22,f,sourcing,Master's & above 1,27,3.0,2,0,59.0,Finance,region_31,f,other,Bachelor's 2,32,3.0,6,0,79.0,Technology,region_15,m,sourcing,Bachelor's 1,34,3.0,9,0,83.0,Technology,region_30,f,other,Bachelor's 1,32,3.0,8,0,50.0,Sales & Marketing,region_12,f,sourcing,Bachelor's 1,29,5.0,2,0,93.0,Technology,region_3,m,other,Bachelor's 1,30,3.0,4,0,85.0,Analytics,region_32,f,other,Bachelor's 1,39,4.0,9,0,52.0,HR,region_2,f,other,Bachelor's 2,33,1.0,8,0,49.0,Sales & Marketing,region_13,m,other,Bachelor's 1,27,5.0,3,0,52.0,Sales & Marketing,region_11,m,sourcing,Bachelor's 1,20,3.0,2,0,89.0,Analytics,region_2,m,other,Master's & above 1,38,4.0,5,0,48.0,Sales & Marketing,region_22,m,other,Bachelor's 1,43,5.0,7,0,60.0,Operations,region_7,m,sourcing,Master's & above 1,57,5.0,25,0,62.0,Operations,region_22,f,other,Bachelor's 1,30,3.0,5,0,51.0,Sales & Marketing,region_32,f,other,Bachelor's 2,30,4.0,3,0,50.0,Sales & Marketing,region_24,m,sourcing,Bachelor's 1,32,4.0,2,0,62.0,Operations,region_7,f,other,Master's & above 1,30,5.0,4,0,60.0,Operations,region_17,f,other,Bachelor's 2,32,4.0,7,0,47.0,Sales & Marketing,region_22,m,sourcing,Bachelor's 1,42,4.0,4,0,73.0,Procurement,region_2,m,other,Master's & above 1,29,3.0,6,0,57.0,Finance,region_31,m,other,Bachelor's 1,31,1.0,3,0,85.0,Technology,region_27,m,sourcing,Bachelor's 1,35,4.0,5,0,79.0,Technology,region_2,f,sourcing,Master's & above 1,23,5.0,2,0,57.0,Finance,region_22,m,sourcing,Bachelor's 2,47,5.0,2,0,64.0,Finance,region_2,m,other,Bachelor's 1,35,1.0,7,0,55.0,Sales & Marketing,region_17,m,other,Bachelor's 1,49,3.0,12,0,55.0,Sales & Marketing,region_7,m,other,Bachelor's 1,57,5.0,15,0,68.0,Procurement,region_15,m,other,Bachelor's 1,33,4.0,7,1,57.0,Operations,region_27,m,other,Bachelor's 1,43,5.0,14,0,49.0,Sales & Marketing,region_11,m,other,Master's & above 2,27,5.0,2,0,60.0,Finance,region_26,m,other,Bachelor's 1,29,2.0,6,0,92.0,Finance,region_7,m,other,Bachelor's 2,31,3.0,7,0,78.0,Technology,region_13,m,other,Bachelor's 1,36,3.0,4,0,59.0,Operations,region_15,f,other,Bachelor's 1,25,4.0,2,0,54.0,Operations,region_2,m,sourcing,Bachelor's 2,34,3.0,2,0,62.0,Finance,region_13,m,other,Bachelor's 1,31,5.0,2,1,57.0,Finance,region_2,m,sourcing,Bachelor's 1,44,1.0,15,0,50.0,Sales & Marketing,region_4,m,other,Master's & above 2,60,3.0,13,0,68.0,Procurement,region_2,f,other,Master's & above 1,32,1.0,10,0,74.0,Technology,region_33,f,other,Bachelor's 1,32,5.0,4,0,86.0,Technology,region_2,f,other,Bachelor's 1,38,3.0,5,0,63.0,Finance,region_4,m,other,Master's & above 1,34,5.0,3,0,87.0,Analytics,region_25,m,other,Master's & above 1,31,3.0,7,0,80.0,Technology,region_22,f,sourcing,Master's & above 1,29,2.0,6,0,82.0,Technology,region_7,m,other,Bachelor's 1,31,1.0,4,0,50.0,Sales & Marketing,region_23,f,other,Bachelor's 1,30,3.0,8,0,75.0,Procurement,region_27,f,sourcing,Bachelor's 1,32,5.0,6,0,58.0,Finance,region_21,f,sourcing,Bachelor's 1,33,5.0,5,0,60.0,Operations,region_14,f,sourcing,Bachelor's 1,34,3.0,7,0,85.0,R&D,region_7,m,other,Master's & above 1,27,3.0,2,0,54.0,Sales & Marketing,region_16,m,sourcing,Bachelor's 1,29,5.0,4,0,60.0,Finance,region_7,m,sourcing,Bachelor's 2,39,4.0,10,0,58.0,Operations,region_22,m,other,Master's & above 1,36,4.0,5,0,78.0,Technology,region_17,m,other,Bachelor's 3,28,4.0,4,0,87.0,Analytics,region_22,m,referred,Bachelor's 1,34,3.0,6,0,49.0,Sales & Marketing,region_27,f,other,Bachelor's 3,32,3.0,4,0,52.0,Sales & Marketing,region_23,m,other,Bachelor's 1,32,5.0,3,0,88.0,Analytics,region_22,f,sourcing,Bachelor's 1,28,5.0,4,0,71.0,Procurement,region_7,m,other,Bachelor's 1,31,1.0,2,0,85.0,R&D,region_22,m,other,Bachelor's 1,27,1.0,2,0,79.0,Technology,region_5,m,sourcing,Bachelor's 2,38,5.0,6,0,49.0,Sales & Marketing,region_31,m,other,Bachelor's 1,36,5.0,7,0,60.0,Finance,region_2,f,sourcing,Bachelor's 1,31,3.0,3,0,63.0,Operations,region_31,m,other,Bachelor's 1,39,4.0,5,0,88.0,R&D,region_7,m,other,Bachelor's 1,29,3.0,2,0,89.0,R&D,region_26,m,referred,Master's & above 1,38,1.0,11,0,82.0,Technology,region_27,f,other,Bachelor's 1,37,2.0,6,0,56.0,Operations,region_27,f,other,Master's & above 1,25,4.0,2,0,81.0,Analytics,region_2,m,other,Bachelor's 1,58,3.0,17,0,83.0,Technology,region_2,f,other,Master's & above 1,33,3.0,6,0,54.0,Legal,region_31,m,other,Bachelor's 1,33,5.0,6,0,72.0,Procurement,region_7,m,sourcing,Bachelor's 1,54,3.0,6,0,51.0,Sales & Marketing,region_2,f,other,Bachelor's 1,53,5.0,21,0,59.0,Operations,region_2,f,other,Master's & above 2,33,5.0,4,0,71.0,Procurement,region_7,m,sourcing,Bachelor's 1,33,4.0,9,0,75.0,Technology,region_2,f,other,Bachelor's 3,31,1.0,3,0,50.0,Sales & Marketing,region_2,f,sourcing,Bachelor's 1,31,4.0,6,0,51.0,HR,region_2,m,other,Bachelor's 1,53,3.0,22,0,51.0,Sales & Marketing,region_19,m,other,Bachelor's 1,39,4.0,4,0,50.0,Sales & Marketing,region_26,m,sourcing,Bachelor's 1,31,4.0,6,0,52.0,Sales & Marketing,region_25,m,other,Master's & above 1,40,4.0,6,0,67.0,Procurement,region_7,m,other,Master's & above 1,42,5.0,4,0,49.0,Sales & Marketing,region_5,m,other,Master's & above 1,28,3.0,3,0,50.0,HR,region_27,m,sourcing,Bachelor's 3,27,1.0,2,0,73.0,Procurement,region_22,f,other,Bachelor's 1,39,3.0,7,0,82.0,Technology,region_23,m,other,Master's & above 1,37,3.0,4,0,68.0,Procurement,region_15,m,other,Bachelor's 1,31,4.0,3,0,47.0,HR,region_29,m,other,Bachelor's 1,35,3.0,9,0,63.0,Operations,region_24,m,sourcing,Bachelor's 1,26,5.0,2,1,79.0,Technology,region_2,m,sourcing,Bachelor's 1,27,5.0,3,0,48.0,HR,region_20,m,sourcing,Bachelor's 1,27,1.0,3,0,82.0,Technology,region_13,f,sourcing,Bachelor's 1,27,3.0,2,0,60.0,Finance,region_26,m,sourcing,Bachelor's 1,31,1.0,2,0,48.0,Sales & Marketing,region_1,f,sourcing,Master's & above 2,42,3.0,9,0,51.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,32,1.0,4,0,87.0,Analytics,region_29,m,other,Bachelor's 1,40,3.0,3,0,83.0,R&D,region_4,m,other,Master's & above 1,33,3.0,5,0,52.0,Sales & Marketing,region_7,m,sourcing,Bachelor's 1,30,3.0,6,0,58.0,Finance,region_20,m,other,Bachelor's 1,35,3.0,10,0,47.0,Sales & Marketing,region_11,m,other,Bachelor's 1,49,1.0,18,0,51.0,Sales & Marketing,region_6,f,sourcing,Bachelor's 2,38,5.0,7,0,59.0,Legal,region_2,m,other,Bachelor's 2,36,3.0,9,0,82.0,Analytics,region_7,m,other,Master's & above 1,26,4.0,2,1,69.0,Procurement,region_2,f,sourcing,Below Secondary 1,46,5.0,20,0,59.0,Operations,region_16,m,other,Master's & above 1,42,1.0,6,0,55.0,Operations,region_16,m,other,Master's & above 1,43,3.0,6,0,60.0,Operations,region_4,m,other,Master's & above 1,30,2.0,4,0,80.0,Technology,region_24,f,other,Bachelor's 1,32,3.0,7,0,49.0,Sales & Marketing,region_22,m,other,Bachelor's 1,36,3.0,9,0,74.0,Technology,region_33,f,other,Bachelor's 1,42,3.0,7,0,50.0,Sales & Marketing,region_4,m,sourcing,Bachelor's 1,34,1.0,2,0,51.0,Sales & Marketing,region_19,m,sourcing,Bachelor's 1,47,3.0,16,0,60.0,Operations,region_15,m,sourcing,Master's & above 1,43,5.0,4,0,53.0,Sales & Marketing,region_14,m,other,Master's & above 1,39,1.0,13,0,52.0,Sales & Marketing,region_2,m,other,Bachelor's 1,36,3.0,4,0,70.0,Procurement,region_21,m,other,Master's & above 1,38,1.0,2,0,82.0,Technology,region_2,m,other,Master's & above 3,42,3.0,5,0,55.0,Sales & Marketing,region_22,m,sourcing,Master's & above 1,30,5.0,6,0,84.0,Analytics,region_22,m,referred,Bachelor's 1,34,3.0,7,0,53.0,Sales & Marketing,region_7,m,sourcing,Bachelor's 2,28,5.0,3,0,83.0,Analytics,region_22,f,other,Bachelor's 1,33,1.0,5,0,59.0,Operations,region_32,m,sourcing,Bachelor's 1,33,4.0,7,0,56.0,Sales & Marketing,region_27,m,other,Bachelor's 2,34,2.0,10,0,84.0,Analytics,region_11,m,sourcing,Bachelor's 1,30,3.0,3,0,77.0,Technology,region_17,f,other,Bachelor's 1,40,3.0,2,0,62.0,Operations,region_2,f,other,Bachelor's 3,34,4.0,6,0,50.0,Sales & Marketing,region_19,m,other,Bachelor's 2,34,3.0,8,0,64.0,Finance,region_2,m,other,Master's & above 2,54,3.0,25,0,50.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 2,42,3.0,13,0,55.0,Operations,region_15,f,sourcing,Master's & above 1,32,3.0,5,0,79.0,Analytics,region_7,m,sourcing,Bachelor's 1,39,4.0,3,0,82.0,Procurement,region_7,f,other,Master's & above 3,31,3.0,6,0,86.0,Analytics,region_22,m,other,Bachelor's 2,26,5.0,2,0,81.0,Analytics,region_26,m,sourcing,Bachelor's 1,29,3.0,8,0,49.0,Sales & Marketing,region_22,m,sourcing,Bachelor's 1,49,5.0,3,0,89.0,Procurement,region_2,f,other,Bachelor's 1,30,2.0,8,0,67.0,Procurement,region_11,f,sourcing,Bachelor's 1,36,5.0,7,0,65.0,Procurement,region_27,f,sourcing,Bachelor's 2,36,3.0,3,0,47.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,30,4.0,6,1,59.0,Operations,region_2,f,other,Bachelor's 1,42,4.0,11,0,60.0,Operations,region_2,m,sourcing,Master's & above 1,32,1.0,5,1,48.0,Sales & Marketing,region_31,f,sourcing,Bachelor's 1,32,5.0,4,0,49.0,Sales & Marketing,region_28,f,sourcing,Master's & above 1,27,5.0,3,0,55.0,Sales & Marketing,region_13,m,sourcing,Bachelor's 1,33,5.0,7,0,85.0,Analytics,region_22,m,referred,Bachelor's 1,27,4.0,2,0,88.0,Analytics,region_22,f,sourcing,Bachelor's 1,32,5.0,4,0,53.0,HR,region_24,m,sourcing,Bachelor's 1,26,2.0,4,0,79.0,Technology,region_5,m,other,Bachelor's 1,30,4.0,4,0,49.0,Sales & Marketing,region_1,m,other,Bachelor's 1,43,3.0,5,0,86.0,Analytics,region_28,m,other,Master's & above 1,48,3.0,18,0,54.0,Operations,region_2,f,other,Bachelor's 1,33,3.0,2,0,84.0,Analytics,region_22,f,other,Master's & above 1,26,3.0,2,0,60.0,Operations,region_8,f,other,Bachelor's 1,40,3.0,2,0,90.0,Sales & Marketing,region_7,f,other,Bachelor's 2,51,1.0,3,0,70.0,Procurement,region_22,m,other,Bachelor's 1,30,3.0,5,0,56.0,Operations,region_12,m,other,Bachelor's 1,32,3.0,2,0,57.0,Legal,region_26,m,sourcing,Bachelor's 1,37,1.0,7,0,50.0,Sales & Marketing,region_16,m,sourcing,Bachelor's 2,26,3.0,2,0,56.0,Legal,region_22,m,sourcing,Below Secondary 1,36,5.0,10,0,50.0,Sales & Marketing,region_13,m,other,Master's & above 1,34,3.0,8,0,63.0,Operations,region_20,m,other,Master's & above 2,32,3.0,7,0,81.0,Technology,region_22,m,other,Bachelor's 1,35,1.0,3,0,71.0,Procurement,region_2,f,sourcing,Bachelor's 1,34,5.0,6,0,65.0,Procurement,region_8,f,other,Bachelor's 2,33,1.0,7,0,47.0,Sales & Marketing,region_22,m,sourcing,Master's & above 2,32,3.0,5,0,78.0,Technology,region_7,m,other,Master's & above 1,38,5.0,8,0,75.0,Technology,region_13,f,referred,Master's & above 1,31,5.0,3,0,66.0,Operations,region_19,m,sourcing,Bachelor's 1,37,4.0,4,0,56.0,Finance,region_4,m,other,Master's & above 1,33,1.0,6,0,50.0,Sales & Marketing,region_26,m,other,Bachelor's 2,31,5.0,5,0,56.0,Finance,region_4,m,other,Bachelor's 1,40,5.0,12,0,52.0,Sales & Marketing,region_4,m,other,Master's & above 1,33,5.0,7,0,56.0,Operations,region_15,f,other,Bachelor's 1,39,3.0,10,0,87.0,Analytics,region_7,m,other,Master's & above 1,45,3.0,11,0,49.0,HR,region_2,f,sourcing,Bachelor's 1,34,5.0,7,0,76.0,Technology,region_7,f,other,Bachelor's 1,32,3.0,4,0,52.0,Sales & Marketing,region_31,m,sourcing,Master's & above 2,26,4.0,4,0,85.0,Analytics,region_27,m,sourcing,Bachelor's 1,29,4.0,5,0,65.0,Sales & Marketing,region_7,m,other,Bachelor's 2,34,3.0,9,0,67.0,Procurement,region_22,f,other,Master's & above 1,34,1.0,8,0,51.0,Sales & Marketing,region_32,m,other,Bachelor's 1,27,1.0,2,0,65.0,Procurement,region_7,m,sourcing,Bachelor's 1,28,5.0,2,0,51.0,Sales & Marketing,region_22,m,sourcing,Bachelor's 1,32,3.0,3,0,51.0,Sales & Marketing,region_4,m,sourcing,Master's & above 5,28,3.0,4,0,71.0,Procurement,region_9,m,other,Bachelor's 1,36,5.0,2,0,47.0,Sales & Marketing,region_19,m,other,Bachelor's 1,31,5.0,5,0,47.0,Sales & Marketing,region_29,f,other,Master's & above 2,29,1.0,4,0,51.0,Sales & Marketing,region_6,m,sourcing,Bachelor's 1,31,5.0,3,1,90.0,Analytics,region_12,m,other,Bachelor's 2,34,1.0,6,0,52.0,Sales & Marketing,region_14,m,other,Bachelor's 1,33,3.0,4,0,88.0,R&D,region_16,m,other,Bachelor's 1,33,3.0,6,0,71.0,Procurement,region_13,m,other,Bachelor's 1,31,4.0,4,0,86.0,Analytics,region_5,m,sourcing,Bachelor's 2,31,3.0,4,0,52.0,HR,region_2,m,other,Bachelor's 1,28,2.0,2,0,59.0,Operations,region_34,m,other,Bachelor's 1,30,5.0,8,0,81.0,Technology,region_9,m,sourcing,Bachelor's 1,48,3.0,16,0,60.0,Operations,region_22,f,other,Master's & above 1,25,2.0,3,0,85.0,Technology,region_11,f,other,Bachelor's 1,32,5.0,7,0,48.0,Sales & Marketing,region_1,m,other,Bachelor's 1,28,1.0,2,0,60.0,Operations,region_7,m,sourcing,Bachelor's 5,54,1.0,23,0,48.0,Sales & Marketing,region_2,m,other,Master's & above 1,24,4.0,3,0,75.0,Technology,region_2,m,referred,Below Secondary 1,33,5.0,4,0,86.0,Analytics,region_7,m,other,Bachelor's 1,54,1.0,25,0,54.0,Sales & Marketing,region_2,m,other,Master's & above 1,37,4.0,5,0,57.0,Operations,region_26,m,other,Master's & above 1,42,1.0,12,0,82.0,Technology,region_27,m,sourcing,Master's & above 1,38,2.0,2,0,81.0,Technology,region_5,f,other,Bachelor's 1,38,3.0,2,0,71.0,Procurement,region_26,m,other,Master's & above 2,36,1.0,8,0,46.0,Sales & Marketing,region_28,f,sourcing,Bachelor's 1,49,3.0,8,0,47.0,Sales & Marketing,region_15,m,other,Bachelor's 1,30,1.0,3,0,82.0,Analytics,region_29,m,sourcing,Bachelor's 2,32,5.0,4,0,59.0,Operations,region_22,m,other,Bachelor's 1,36,1.0,3,0,48.0,HR,region_2,m,other,Bachelor's 1,24,3.0,2,0,82.0,Technology,region_13,f,other,Bachelor's 1,32,5.0,4,0,67.0,Procurement,region_16,m,other,Bachelor's 1,35,1.0,5,0,70.0,Procurement,region_7,f,sourcing,Master's & above 1,32,5.0,5,0,62.0,Legal,region_20,m,other,Bachelor's 2,43,3.0,17,0,86.0,Analytics,region_7,m,other,Master's & above 2,28,5.0,3,0,88.0,Analytics,region_25,m,other,Bachelor's 1,44,1.0,13,0,62.0,Operations,region_31,m,sourcing,Bachelor's 1,27,5.0,2,0,50.0,HR,region_26,m,sourcing,Bachelor's 1,28,3.0,2,0,81.0,Analytics,region_20,f,sourcing,Bachelor's 1,28,5.0,4,1,63.0,Finance,region_7,f,other,Bachelor's 1,27,3.0,4,0,52.0,Sales & Marketing,region_13,m,other,Bachelor's 2,28,4.0,4,0,81.0,Technology,region_31,m,other,Bachelor's 1,38,4.0,4,0,72.0,Procurement,region_2,m,other,Master's & above 1,30,2.0,3,0,58.0,Finance,region_11,m,other,Bachelor's 3,29,4.0,8,0,69.0,Procurement,region_28,f,sourcing,Bachelor's 2,26,2.0,4,0,44.0,HR,region_32,m,other,Bachelor's 1,37,4.0,5,0,65.0,Procurement,region_15,m,other,Master's & above 1,38,2.0,11,0,52.0,Sales & Marketing,region_19,m,other,Bachelor's 1,24,4.0,2,0,53.0,Finance,region_2,m,sourcing,Below Secondary 1,39,5.0,10,0,60.0,Operations,region_12,f,other,Bachelor's 1,29,5.0,6,0,59.0,Finance,region_14,m,sourcing,Bachelor's 1,33,3.0,7,0,63.0,Finance,region_8,m,other,Master's & above 1,34,5.0,3,0,53.0,Sales & Marketing,region_28,m,other,Bachelor's 1,37,3.0,3,1,51.0,Sales & Marketing,region_13,f,other,Master's & above 2,29,5.0,4,0,88.0,Analytics,region_2,m,other,Bachelor's 1,34,3.0,7,0,85.0,R&D,region_29,m,other,Bachelor's 1,38,4.0,12,0,52.0,HR,region_14,m,other,Bachelor's 1,28,5.0,3,0,58.0,Operations,region_4,m,other,Bachelor's 1,36,4.0,4,0,58.0,Operations,region_13,f,sourcing,Bachelor's 1,33,3.0,8,0,72.0,Procurement,region_13,m,sourcing,Bachelor's 1,34,2.0,10,0,49.0,Sales & Marketing,region_11,m,sourcing,Master's & above 1,30,4.0,4,0,51.0,HR,region_16,f,sourcing,Bachelor's 1,31,5.0,4,0,87.0,Analytics,region_9,m,other,Master's & above 1,33,4.0,2,0,52.0,Sales & Marketing,region_11,m,sourcing,Master's & above 1,55,5.0,12,0,65.0,Operations,region_2,f,other,Bachelor's 1,37,3.0,7,0,51.0,Sales & Marketing,region_11,m,sourcing,Master's & above 3,33,4.0,6,0,80.0,Technology,region_22,m,sourcing,Master's & above 1,37,2.0,3,0,67.0,Procurement,region_23,m,other,Master's & above 1,28,5.0,3,0,46.0,Sales & Marketing,region_20,m,other,Bachelor's 1,31,5.0,5,0,49.0,HR,region_22,m,other,Master's & above 3,41,3.0,5,0,59.0,Operations,region_7,m,other,Bachelor's 1,37,1.0,9,0,47.0,Sales & Marketing,region_2,f,sourcing,Bachelor's 1,40,4.0,8,0,76.0,Technology,region_2,m,sourcing,Master's & above 2,35,5.0,8,0,70.0,Procurement,region_2,m,other,Bachelor's 1,56,2.0,5,0,55.0,Operations,region_2,m,sourcing,Master's & above 2,27,3.0,4,0,71.0,Operations,region_27,m,other,Bachelor's 2,42,3.0,3,0,85.0,Analytics,region_2,m,sourcing,Master's & above 1,40,5.0,6,0,65.0,Procurement,region_15,m,other,Master's & above 1,27,4.0,4,0,78.0,Technology,region_2,m,sourcing,Bachelor's 1,37,5.0,3,0,85.0,Analytics,region_28,m,other,Master's & above 1,29,5.0,4,0,84.0,Analytics,region_15,m,other,Bachelor's 1,38,4.0,3,0,58.0,Operations,region_3,f,sourcing,Master's & above 1,39,2.0,4,0,52.0,Sales & Marketing,region_26,m,other,Bachelor's 1,34,1.0,6,0,82.0,Analytics,region_31,f,other,Bachelor's 1,32,5.0,5,0,85.0,Analytics,region_22,m,other,Bachelor's 1,33,4.0,5,0,50.0,HR,region_23,m,other,Bachelor's 1,32,4.0,8,0,88.0,Analytics,region_13,m,other,Master's & above 1,34,3.0,7,0,75.0,Technology,region_2,f,other,Master's & above 1,57,3.0,6,0,76.0,Technology,region_2,m,sourcing,Master's & above 2,35,3.0,7,0,51.0,Sales & Marketing,region_31,m,sourcing,Bachelor's 1,49,5.0,18,0,47.0,HR,region_2,f,sourcing,Master's & above 1,31,3.0,6,0,82.0,Technology,region_2,f,other,Bachelor's 1,27,5.0,4,1,88.0,Analytics,region_22,f,other,Bachelor's 1,36,3.0,2,0,49.0,Sales & Marketing,region_3,m,other,Master's & above 1,49,2.0,17,0,46.0,Sales & Marketing,region_22,m,sourcing,Bachelor's 2,36,3.0,3,0,58.0,Operations,region_22,f,sourcing,Bachelor's 1,28,5.0,3,0,59.0,Operations,region_22,m,sourcing,Bachelor's 2,38,5.0,7,0,88.0,Analytics,region_11,m,other,Bachelor's 3,34,5.0,7,0,82.0,Technology,region_24,m,other,Master's & above 1,27,5.0,2,0,57.0,Sales & Marketing,region_6,f,other,Bachelor's 1,28,4.0,2,0,58.0,Operations,region_25,f,other,Bachelor's 1,50,2.0,6,0,44.0,HR,region_2,m,sourcing,Master's & above 1,32,2.0,5,0,82.0,Technology,region_33,m,other,Master's & above 1,32,5.0,7,0,64.0,Operations,region_22,f,other,Bachelor's 1,26,3.0,2,0,56.0,Operations,region_8,m,sourcing,Bachelor's 2,37,3.0,10,0,48.0,Sales & Marketing,region_28,f,sourcing,Master's & above 1,52,3.0,4,0,50.0,Sales & Marketing,region_4,m,other,Bachelor's 1,34,1.0,10,0,71.0,Procurement,region_22,m,sourcing,Bachelor's 1,43,4.0,6,0,54.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 2,41,1.0,12,0,49.0,Sales & Marketing,region_2,m,other,Bachelor's 1,56,4.0,12,0,81.0,Technology,region_26,m,sourcing,Master's & above 1,47,3.0,6,0,63.0,Procurement,region_2,m,sourcing,Master's & above 1,32,2.0,4,0,49.0,Sales & Marketing,region_32,m,sourcing,Bachelor's 1,37,3.0,3,0,47.0,Sales & Marketing,region_20,m,sourcing,Bachelor's 1,35,3.0,3,0,83.0,Technology,region_13,m,other,Bachelor's 1,31,3.0,6,0,47.0,Sales & Marketing,region_1,m,other,Master's & above 2,26,1.0,5,0,47.0,Sales & Marketing,region_12,m,other,Bachelor's 1,30,5.0,7,0,60.0,Finance,region_28,f,sourcing,Bachelor's 1,40,5.0,9,0,49.0,Sales & Marketing,region_30,m,other,Bachelor's 1,32,3.0,5,0,62.0,Operations,region_28,f,sourcing,Master's & above 1,28,4.0,2,0,49.0,Sales & Marketing,region_22,m,sourcing,Bachelor's 1,35,3.0,7,0,49.0,Sales & Marketing,region_7,m,sourcing,Bachelor's 1,42,3.0,5,0,86.0,Analytics,region_28,m,sourcing,Master's & above 1,37,3.0,5,0,48.0,Sales & Marketing,region_5,m,sourcing,Master's & above 1,25,1.0,2,0,48.0,Sales & Marketing,region_6,f,sourcing,Bachelor's 1,31,3.0,4,0,56.0,Operations,region_2,f,sourcing,Bachelor's 1,42,5.0,13,0,52.0,Operations,region_31,f,other,Master's & above 1,25,3.0,2,0,58.0,Finance,region_2,f,other,Below Secondary 1,41,2.0,11,0,50.0,Sales & Marketing,region_2,f,other,Bachelor's 1,36,2.0,9,1,52.0,Sales & Marketing,region_16,f,other,Master's & above 1,40,4.0,10,0,69.0,Procurement,region_26,f,other,Bachelor's 1,28,1.0,4,0,50.0,HR,region_8,f,sourcing,Bachelor's 2,33,2.0,3,0,56.0,Operations,region_28,m,other,Bachelor's 1,33,3.0,3,0,73.0,Procurement,region_22,f,other,Bachelor's 1,26,5.0,2,0,85.0,Analytics,region_31,f,other,Bachelor's 1,34,1.0,8,0,68.0,Procurement,region_20,m,other,Master's & above 1,38,5.0,6,0,54.0,HR,region_22,m,other,Master's & above 1,40,1.0,7,0,84.0,R&D,region_2,m,sourcing,Bachelor's 1,47,5.0,3,0,50.0,Sales & Marketing,region_7,m,sourcing,Bachelor's 1,38,5.0,8,0,60.0,Operations,region_2,f,other,Master's & above 1,36,3.0,9,1,58.0,Operations,region_13,m,other,Bachelor's 1,38,3.0,3,0,50.0,Sales & Marketing,region_23,m,sourcing,Master's & above 1,31,3.0,6,0,68.0,Procurement,region_31,f,sourcing,Bachelor's 1,29,2.0,5,0,47.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 2,30,5.0,3,0,59.0,Operations,region_2,f,sourcing,Bachelor's 1,30,3.0,5,0,81.0,Technology,region_33,f,sourcing,Bachelor's 1,56,1.0,17,0,46.0,Sales & Marketing,region_2,m,sourcing,Master's & above 2,37,3.0,5,0,70.0,Procurement,region_13,f,other,Master's & above 1,30,3.0,3,0,67.0,Procurement,region_15,m,other,Bachelor's 1,31,1.0,4,0,60.0,Operations,region_19,m,sourcing,Bachelor's 1,42,3.0,4,0,53.0,Sales & Marketing,region_22,m,other,Bachelor's 1,34,3.0,3,0,87.0,Analytics,region_15,m,other,Bachelor's 1,28,5.0,2,0,83.0,Analytics,region_22,f,other,Bachelor's 1,33,3.0,5,0,83.0,Analytics,region_2,m,other,Master's & above 1,43,5.0,13,0,71.0,Procurement,region_17,f,other,Master's & above 1,34,5.0,7,0,62.0,Operations,region_15,f,sourcing,Bachelor's 1,25,4.0,3,0,81.0,Technology,region_22,f,sourcing,Bachelor's 1,38,2.0,7,0,81.0,Technology,region_17,m,sourcing,Bachelor's 1,44,4.0,4,0,71.0,Procurement,region_15,m,sourcing,Bachelor's 1,43,2.0,16,0,51.0,Sales & Marketing,region_7,m,other,Master's & above 1,30,3.0,6,0,69.0,Procurement,region_5,m,sourcing,Master's & above 1,35,2.0,6,0,72.0,Procurement,region_20,m,sourcing,Bachelor's 1,35,5.0,10,0,59.0,Finance,region_2,f,other,Master's & above 1,39,5.0,10,0,58.0,Operations,region_4,f,other,Master's & above 1,45,4.0,5,0,50.0,Sales & Marketing,region_13,m,other,Bachelor's 1,45,3.0,4,0,49.0,Sales & Marketing,region_2,m,other,Bachelor's 1,30,2.0,4,0,51.0,Sales & Marketing,region_31,m,other,Master's & above 1,30,1.0,3,0,80.0,Technology,region_10,f,other,Bachelor's 2,34,2.0,7,0,53.0,Sales & Marketing,region_5,m,other,Master's & above 1,32,4.0,3,1,59.0,Operations,region_16,m,other,Bachelor's 1,30,3.0,7,0,55.0,Operations,region_29,f,other,Bachelor's 1,46,5.0,14,0,82.0,Analytics,region_7,m,other,Master's & above 1,28,1.0,3,0,77.0,Technology,region_31,m,sourcing,Bachelor's 1,31,3.0,6,0,58.0,Operations,region_15,f,other,Bachelor's 1,36,3.0,2,0,51.0,HR,region_22,m,other,Master's & above 1,32,3.0,3,0,50.0,Sales & Marketing,region_1,m,sourcing,Bachelor's 1,37,3.0,9,0,58.0,Operations,region_22,f,sourcing,Master's & above 1,43,2.0,12,0,58.0,Operations,region_2,f,other,Bachelor's 1,27,4.0,2,0,55.0,Operations,region_25,f,sourcing,Bachelor's 1,37,3.0,8,0,46.0,HR,region_22,m,other,Master's & above 1,40,5.0,12,0,51.0,Sales & Marketing,region_2,f,sourcing,Bachelor's 2,52,5.0,7,0,62.0,Operations,region_2,f,other,Master's & above 1,35,4.0,5,0,50.0,Sales & Marketing,region_20,m,sourcing,Master's & above 1,49,5.0,4,0,59.0,Operations,region_2,m,other,Bachelor's 1,36,4.0,9,0,64.0,Operations,region_30,f,other,Bachelor's 1,52,5.0,15,0,66.0,Operations,region_7,f,other,Master's & above 1,33,5.0,9,0,48.0,Sales & Marketing,region_28,f,other,Master's & above 1,31,3.0,5,0,82.0,Analytics,region_11,m,sourcing,Bachelor's 2,27,3.0,3,0,79.0,Technology,region_22,m,sourcing,Bachelor's 1,27,4.0,4,0,48.0,Sales & Marketing,region_6,m,other,Bachelor's 1,38,4.0,5,0,56.0,Operations,region_22,m,other,Bachelor's 1,33,3.0,7,0,72.0,Procurement,region_10,m,sourcing,Master's & above 1,53,5.0,3,0,48.0,Sales & Marketing,region_26,m,other,Bachelor's 1,27,3.0,2,0,53.0,HR,region_26,f,other,Bachelor's 1,56,1.0,13,0,59.0,Operations,region_4,m,sourcing,Bachelor's 1,40,5.0,6,0,62.0,Operations,region_2,f,other,Bachelor's 3,33,1.0,6,0,49.0,Sales & Marketing,region_32,m,other,Bachelor's 1,29,1.0,5,0,81.0,Technology,region_7,f,other,Bachelor's 1,46,1.0,6,0,77.0,Technology,region_2,f,sourcing,Bachelor's 1,28,1.0,4,0,77.0,Technology,region_30,f,other,Bachelor's 1,33,4.0,4,0,64.0,Operations,region_15,m,referred,Bachelor's 1,41,3.0,14,1,81.0,Technology,region_2,f,sourcing,Bachelor's 1,44,3.0,10,0,69.0,Procurement,region_2,f,sourcing,Master's & above 1,35,5.0,5,0,53.0,Operations,region_14,f,other,Bachelor's 1,29,5.0,5,0,81.0,Technology,region_13,f,other,Bachelor's 1,28,2.0,4,0,51.0,Sales & Marketing,region_1,m,other,Bachelor's 1,40,5.0,13,0,64.0,Operations,region_31,m,sourcing,Bachelor's 1,29,4.0,7,0,51.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,26,1.0,3,0,57.0,Operations,region_2,m,sourcing,Bachelor's 1,30,4.0,4,0,50.0,Sales & Marketing,region_8,m,other,Bachelor's 1,29,4.0,2,0,59.0,Legal,region_2,m,other,Bachelor's 1,23,5.0,3,0,93.0,Technology,region_16,m,sourcing,Below Secondary 1,37,3.0,4,0,51.0,Sales & Marketing,region_2,m,sourcing,Master's & above 1,31,2.0,6,0,84.0,Analytics,region_23,m,other,Bachelor's 1,26,3.0,2,0,60.0,Operations,region_11,m,other,Bachelor's 1,30,5.0,4,0,59.0,Operations,region_13,m,other,Bachelor's 1,30,3.0,6,0,88.0,Analytics,region_29,m,other,Bachelor's 1,43,2.0,7,0,73.0,Procurement,region_7,f,other,Master's & above 1,33,3.0,6,0,68.0,Procurement,region_2,f,referred,Master's & above 1,31,1.0,6,0,49.0,Sales & Marketing,region_1,m,other,Bachelor's 1,34,3.0,9,0,81.0,Technology,region_11,m,other,Master's & above 1,37,5.0,9,0,50.0,Sales & Marketing,region_2,m,sourcing,Master's & above 1,35,1.0,8,0,83.0,R&D,region_2,m,sourcing,Master's & above 1,33,5.0,6,0,51.0,Sales & Marketing,region_29,m,other,Bachelor's 2,27,1.0,4,0,81.0,Technology,region_5,f,other,Bachelor's 1,35,3.0,10,0,59.0,Operations,region_12,f,other,Bachelor's 1,40,4.0,2,0,59.0,Operations,region_27,m,sourcing,Bachelor's 1,22,1.0,2,0,52.0,Sales & Marketing,region_22,m,other,Bachelor's 1,51,4.0,18,0,59.0,Operations,region_2,f,other,Master's & above 1,33,1.0,4,0,49.0,Sales & Marketing,region_8,m,other,Bachelor's 1,29,5.0,2,0,56.0,Sales & Marketing,region_17,m,other,Bachelor's 1,31,3.0,4,0,47.0,Sales & Marketing,region_12,m,other,Bachelor's 1,53,3.0,16,0,49.0,Sales & Marketing,region_2,m,other,Master's & above 1,26,1.0,2,0,47.0,Sales & Marketing,region_26,f,other,Bachelor's 1,35,3.0,7,0,59.0,Operations,region_15,m,other,Bachelor's 1,27,3.0,4,0,70.0,Procurement,region_28,f,sourcing,Bachelor's 1,32,1.0,10,0,62.0,Operations,region_10,m,sourcing,Master's & above 1,52,3.0,15,0,66.0,Operations,region_2,m,sourcing,Bachelor's 1,30,3.0,7,0,60.0,Operations,region_22,m,other,Bachelor's 1,30,3.0,2,0,62.0,Finance,region_32,f,other,Bachelor's 1,29,4.0,2,0,88.0,R&D,region_16,m,other,Master's & above 1,43,3.0,13,0,57.0,Operations,region_22,f,sourcing,Bachelor's 1,33,5.0,5,0,60.0,Operations,region_19,m,sourcing,Bachelor's 1,30,4.0,4,0,77.0,Technology,region_29,m,other,Bachelor's 3,33,5.0,3,0,57.0,Operations,region_22,m,sourcing,Bachelor's 1,36,1.0,3,0,49.0,Sales & Marketing,region_8,m,other,Bachelor's 1,46,3.0,17,0,64.0,Operations,region_31,f,sourcing,Master's & above 1,31,3.0,4,0,63.0,Operations,region_7,m,other,Master's & above 1,32,4.0,4,0,53.0,Sales & Marketing,region_4,f,other,Master's & above 1,30,4.0,4,0,58.0,Operations,region_11,m,sourcing,Bachelor's 1,36,3.0,7,0,57.0,Legal,region_7,m,other,Master's & above 1,41,4.0,9,0,48.0,HR,region_22,m,sourcing,Master's & above 1,38,2.0,5,0,56.0,HR,region_22,m,other,Master's & above 1,25,5.0,3,1,47.0,Sales & Marketing,region_13,m,other,Bachelor's 1,33,2.0,4,0,60.0,Operations,region_27,m,other,Bachelor's 2,29,1.0,4,0,80.0,Procurement,region_26,f,other,Bachelor's 1,32,4.0,5,0,44.0,Sales & Marketing,region_26,m,sourcing,Master's & above 1,30,5.0,5,0,56.0,Operations,region_20,f,other,Bachelor's 1,45,4.0,14,0,62.0,Operations,region_15,f,sourcing,Master's & above 1,33,3.0,9,0,69.0,Procurement,region_12,f,sourcing,Bachelor's 1,52,4.0,20,0,67.0,Procurement,region_2,f,other,Master's & above 1,59,3.0,5,0,47.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 2,35,2.0,9,0,65.0,Operations,region_22,f,sourcing,Bachelor's 1,35,1.0,5,0,66.0,Procurement,region_27,m,sourcing,Master's & above 1,31,2.0,7,0,49.0,Sales & Marketing,region_6,m,sourcing,Bachelor's 1,56,1.0,4,0,62.0,Operations,region_2,m,other,Bachelor's 1,30,1.0,6,0,62.0,Finance,region_16,m,other,Bachelor's 1,28,3.0,2,0,57.0,Legal,region_27,f,sourcing,Bachelor's 1,29,3.0,5,0,49.0,Sales & Marketing,region_13,f,sourcing,Bachelor's 1,36,3.0,8,0,67.0,Procurement,region_2,m,other,Bachelor's 1,37,4.0,3,0,52.0,HR,region_2,f,referred,Bachelor's 1,32,2.0,6,0,81.0,Technology,region_4,f,other,Master's & above 2,32,3.0,4,0,63.0,Operations,region_15,m,other,Bachelor's 1,33,2.0,8,0,52.0,Sales & Marketing,region_28,m,other,Bachelor's 2,31,3.0,3,0,53.0,Sales & Marketing,region_31,m,sourcing,Bachelor's 3,30,3.0,5,0,69.0,Procurement,region_2,f,sourcing,Bachelor's 1,36,5.0,9,0,58.0,Operations,region_16,f,other,Master's & above 1,23,1.0,2,0,69.0,Procurement,region_7,m,sourcing,Below Secondary 1,42,2.0,5,0,80.0,Analytics,region_31,m,sourcing,Master's & above 1,44,4.0,14,0,57.0,Operations,region_4,m,other,Bachelor's 1,54,3.0,2,0,60.0,Operations,region_7,m,other,Bachelor's 1,27,4.0,2,0,57.0,Operations,region_7,f,other,Bachelor's 1,37,5.0,8,1,99.0,Operations,region_4,f,sourcing,Master's & above 1,41,1.0,6,0,80.0,Technology,region_11,m,other,Master's & above 2,36,2.0,5,0,80.0,Technology,region_29,m,other,Bachelor's 1,36,5.0,9,0,49.0,Sales & Marketing,region_12,m,other,Bachelor's 1,25,3.0,3,0,46.0,Sales & Marketing,region_22,m,other,Bachelor's 1,34,3.0,6,0,72.0,Procurement,region_17,m,other,Master's & above 3,32,3.0,5,0,51.0,Sales & Marketing,region_26,m,sourcing,Bachelor's 1,28,4.0,4,0,49.0,Sales & Marketing,region_11,m,other,Bachelor's 1,23,3.0,2,0,78.0,Technology,region_27,m,other,Below Secondary 1,31,3.0,4,0,80.0,Procurement,region_22,m,other,Bachelor's 1,31,5.0,7,0,70.0,Procurement,region_8,f,other,Bachelor's 2,32,3.0,4,0,47.0,Sales & Marketing,region_28,m,sourcing,Bachelor's 4,25,3.0,2,0,67.0,Procurement,region_16,m,sourcing,Bachelor's 1,40,2.0,5,0,51.0,Sales & Marketing,region_2,m,sourcing,Master's & above 1,37,5.0,7,0,48.0,Sales & Marketing,region_19,m,sourcing,Bachelor's 1,37,4.0,4,0,68.0,Procurement,region_27,f,other,Bachelor's 2,26,4.0,4,0,85.0,Analytics,region_9,m,sourcing,Bachelor's 1,34,1.0,5,0,46.0,HR,region_26,m,sourcing,Bachelor's 1,36,3.0,5,0,56.0,Operations,region_2,m,other,Bachelor's 1,34,5.0,8,0,63.0,Operations,region_15,m,other,Master's & above 1,35,5.0,4,0,78.0,Technology,region_2,f,other,Bachelor's 2,34,1.0,8,0,51.0,Sales & Marketing,region_30,m,other,Bachelor's 1,35,4.0,7,0,49.0,Sales & Marketing,region_17,m,other,Bachelor's 1,27,3.0,4,0,67.0,Procurement,region_22,f,other,Bachelor's 1,32,5.0,5,0,49.0,Sales & Marketing,region_28,m,other,Bachelor's 1,31,4.0,3,0,64.0,Operations,region_29,m,sourcing,Bachelor's 2,31,4.0,4,0,69.0,Procurement,region_30,m,other,Bachelor's 1,37,5.0,8,0,51.0,Sales & Marketing,region_33,m,sourcing,Bachelor's 1,58,3.0,3,0,62.0,Procurement,region_2,f,other,Master's & above 3,26,1.0,2,0,80.0,Technology,region_22,m,sourcing,Bachelor's 1,43,3.0,7,0,59.0,Operations,region_11,m,sourcing,Bachelor's 1,34,3.0,7,0,75.0,Technology,region_22,m,referred,Bachelor's 2,30,3.0,6,0,59.0,Operations,region_11,m,other,Bachelor's 1,32,5.0,8,0,50.0,Sales & Marketing,region_28,m,sourcing,Master's & above 1,49,5.0,4,0,49.0,Sales & Marketing,region_13,m,other,Bachelor's 2,31,5.0,5,0,86.0,Analytics,region_15,m,sourcing,Bachelor's 1,33,3.0,8,0,57.0,Operations,region_27,m,sourcing,Bachelor's 1,50,5.0,17,0,59.0,Operations,region_2,f,other,Bachelor's 1,49,4.0,6,0,70.0,Procurement,region_7,f,sourcing,Master's & above 1,33,5.0,6,0,69.0,Procurement,region_23,f,sourcing,Bachelor's 1,36,5.0,3,0,86.0,Analytics,region_2,m,sourcing,Bachelor's 3,44,5.0,6,0,72.0,Operations,region_7,m,sourcing,Master's & above 1,44,3.0,16,0,59.0,Operations,region_7,m,sourcing,Bachelor's 1,33,3.0,7,0,51.0,Sales & Marketing,region_19,m,sourcing,Bachelor's 1,43,4.0,8,0,86.0,Technology,region_2,m,other,Bachelor's 1,36,4.0,7,0,44.0,Sales & Marketing,region_2,f,sourcing,Bachelor's 1,39,4.0,14,0,88.0,Technology,region_17,m,other,Bachelor's 1,35,4.0,7,0,62.0,Operations,region_13,f,other,Bachelor's 1,34,2.0,7,0,87.0,Analytics,region_6,m,other,Bachelor's 1,35,5.0,3,0,57.0,Operations,region_7,m,sourcing,Master's & above 2,32,3.0,2,0,79.0,Technology,region_7,m,sourcing,Master's & above 1,30,3.0,6,0,71.0,Procurement,region_2,m,other,Bachelor's 1,45,4.0,18,0,52.0,Sales & Marketing,region_22,m,sourcing,Bachelor's 2,33,4.0,7,0,63.0,Sales & Marketing,region_17,m,other,Bachelor's 1,23,3.0,2,0,91.0,Technology,region_7,m,sourcing,Below Secondary 1,30,5.0,5,0,74.0,Procurement,region_20,m,sourcing,Bachelor's 1,31,3.0,4,0,50.0,Sales & Marketing,region_3,m,other,Master's & above 3,30,5.0,4,0,85.0,R&D,region_2,m,sourcing,Master's & above 1,35,3.0,4,0,71.0,Procurement,region_16,m,sourcing,Bachelor's 1,36,3.0,8,0,80.0,Analytics,region_7,m,other,Bachelor's 1,26,4.0,2,0,78.0,Technology,region_12,f,other,Bachelor's 1,33,1.0,10,0,51.0,Sales & Marketing,region_15,m,sourcing,Bachelor's 1,36,1.0,8,0,67.0,Procurement,region_25,f,other,Master's & above 2,26,4.0,4,0,48.0,Sales & Marketing,region_34,m,other,Bachelor's 1,34,3.0,2,0,56.0,Operations,region_15,m,referred,Bachelor's 1,44,4.0,6,0,70.0,Procurement,region_17,f,other,Bachelor's 1,28,3.0,3,0,49.0,HR,region_20,f,sourcing,Bachelor's 1,36,4.0,7,0,47.0,HR,region_2,m,other,Bachelor's 1,39,5.0,10,0,70.0,Procurement,region_16,f,sourcing,Master's & above 1,27,4.0,4,0,55.0,Finance,region_11,m,other,Bachelor's 1,41,3.0,10,0,59.0,Operations,region_19,f,other,Bachelor's 1,48,5.0,6,1,58.0,Operations,region_15,m,other,Bachelor's 1,36,4.0,9,0,59.0,Finance,region_2,f,other,Master's & above 1,41,1.0,5,0,50.0,Sales & Marketing,region_31,m,sourcing,Master's & above 1,30,3.0,4,0,54.0,Sales & Marketing,region_16,m,other,Bachelor's 1,57,1.0,4,0,48.0,HR,region_2,f,other,Master's & above 1,33,3.0,7,0,83.0,Technology,region_23,f,other,Master's & above 2,27,4.0,6,0,51.0,Sales & Marketing,region_22,m,other,Bachelor's 1,28,5.0,5,0,59.0,Operations,region_22,m,referred,Bachelor's 1,34,4.0,6,0,81.0,Technology,region_7,f,other,Bachelor's 1,35,5.0,7,0,52.0,Sales & Marketing,region_30,m,sourcing,Bachelor's 3,28,3.0,4,0,51.0,Sales & Marketing,region_32,m,other,Bachelor's 1,30,3.0,6,0,81.0,Analytics,region_13,m,other,Bachelor's 1,36,1.0,4,0,48.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,31,3.0,2,0,48.0,Sales & Marketing,region_4,m,other,Bachelor's 1,44,5.0,12,0,56.0,Operations,region_14,m,sourcing,Master's & above 1,32,4.0,4,0,86.0,Analytics,region_2,f,other,Bachelor's 1,46,5.0,4,0,52.0,Sales & Marketing,region_2,m,other,Bachelor's 2,25,3.0,2,0,53.0,Sales & Marketing,region_2,m,other,Bachelor's 1,33,1.0,4,0,86.0,Analytics,region_27,m,other,Bachelor's 1,27,1.0,2,0,60.0,Finance,region_14,m,sourcing,Bachelor's 1,28,3.0,1,0,50.0,Sales & Marketing,region_22,m,referred,Bachelor's 1,36,3.0,3,0,84.0,Technology,region_31,m,other,Master's & above 1,42,3.0,3,0,70.0,Procurement,region_31,m,sourcing,Master's & above 1,41,4.0,11,0,52.0,Sales & Marketing,region_1,m,other,Master's & above 1,36,5.0,7,0,87.0,Analytics,region_29,m,other,Bachelor's 1,44,1.0,15,0,49.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,29,5.0,7,0,65.0,Operations,region_19,f,other,Bachelor's 1,38,5.0,4,0,70.0,Procurement,region_15,m,other,Master's & above 1,38,4.0,2,0,73.0,Procurement,region_15,m,other,Master's & above 2,42,2.0,6,0,46.0,Sales & Marketing,region_7,m,other,Master's & above 1,36,2.0,3,0,60.0,Operations,region_7,f,sourcing,Bachelor's 1,33,2.0,5,0,76.0,Technology,region_15,f,other,Master's & above 1,35,2.0,4,0,59.0,Operations,region_15,f,other,Master's & above 1,30,3.0,2,0,82.0,Analytics,region_25,m,other,Bachelor's 3,40,5.0,6,0,62.0,Operations,region_15,m,referred,Bachelor's 1,25,4.0,2,0,60.0,Legal,region_22,m,other,Bachelor's 1,30,3.0,4,0,50.0,Sales & Marketing,region_27,m,sourcing,Bachelor's 1,38,5.0,3,0,51.0,HR,region_22,m,other,Master's & above 1,37,4.0,10,0,52.0,Sales & Marketing,region_11,m,sourcing,Bachelor's 1,42,5.0,4,0,50.0,Sales & Marketing,region_28,m,other,Bachelor's 1,47,3.0,17,0,81.0,Technology,region_2,f,sourcing,Master's & above 1,38,1.0,9,0,51.0,Sales & Marketing,region_11,m,other,Bachelor's 1,30,5.0,5,0,50.0,Sales & Marketing,region_12,f,sourcing,Bachelor's 1,38,3.0,7,0,57.0,Operations,region_14,m,other,Master's & above 1,32,1.0,7,0,48.0,Sales & Marketing,region_24,m,other,Bachelor's 1,30,1.0,5,0,60.0,Legal,region_31,m,other,Bachelor's 1,47,3.0,14,0,48.0,Sales & Marketing,region_23,m,other,Bachelor's 1,45,1.0,13,0,82.0,Analytics,region_2,m,other,Master's & above 1,28,1.0,3,0,62.0,Finance,region_7,f,sourcing,Bachelor's 1,32,4.0,2,0,69.0,Procurement,region_11,f,sourcing,Bachelor's 1,31,3.0,7,0,65.0,Procurement,region_13,f,sourcing,Master's & above 1,49,5.0,14,0,58.0,Operations,region_2,m,other,Master's & above 1,57,4.0,15,0,67.0,Procurement,region_2,f,sourcing,Master's & above 1,31,5.0,4,0,49.0,Sales & Marketing,region_20,m,other,Bachelor's 1,57,3.0,12,0,68.0,Procurement,region_2,m,other,Master's & above 1,36,1.0,7,0,55.0,Operations,region_15,m,sourcing,Bachelor's 1,32,3.0,4,0,51.0,Sales & Marketing,region_2,m,referred,Master's & above 1,48,3.0,7,0,57.0,Legal,region_2,m,other,Master's & above 2,40,3.0,4,0,77.0,Technology,region_15,m,other,Bachelor's 3,32,2.0,7,0,54.0,Finance,region_28,m,other,Master's & above 1,29,4.0,2,0,49.0,Sales & Marketing,region_32,f,sourcing,Bachelor's 1,29,3.0,2,0,82.0,Analytics,region_22,m,other,Bachelor's 2,27,1.0,5,0,52.0,Sales & Marketing,region_29,m,sourcing,Bachelor's 1,32,5.0,6,0,58.0,Finance,region_16,m,other,Bachelor's 1,30,4.0,4,0,87.0,Technology,region_22,m,referred,Bachelor's 2,34,4.0,6,0,75.0,Technology,region_7,m,other,Master's & above 1,35,5.0,7,0,69.0,Procurement,region_29,m,other,Bachelor's 1,33,1.0,7,0,84.0,Technology,region_15,m,other,Bachelor's 1,30,3.0,2,0,76.0,Technology,region_15,m,sourcing,Bachelor's 1,29,5.0,2,0,83.0,Analytics,region_9,m,other,Master's & above 1,25,4.0,2,0,50.0,Sales & Marketing,region_2,f,other,Bachelor's 1,29,4.0,4,0,79.0,Technology,region_22,m,referred,Bachelor's 1,29,3.0,4,0,44.0,Sales & Marketing,region_3,m,sourcing,Bachelor's 1,32,5.0,4,0,81.0,Technology,region_26,m,other,Master's & above 2,57,3.0,23,0,72.0,Procurement,region_2,m,other,Master's & above 1,32,5.0,6,0,65.0,Procurement,region_2,m,referred,Bachelor's 1,39,5.0,3,0,55.0,Finance,region_28,m,sourcing,Master's & above 1,38,4.0,8,0,82.0,Analytics,region_26,m,other,Bachelor's 2,33,5.0,8,0,48.0,Sales & Marketing,region_4,m,other,Bachelor's 1,53,5.0,13,0,50.0,Sales & Marketing,region_2,f,other,Master's & above 1,48,3.0,17,0,76.0,Technology,region_17,f,sourcing,Bachelor's 1,26,3.0,2,0,67.0,Procurement,region_27,m,sourcing,Bachelor's 1,35,5.0,3,0,50.0,Sales & Marketing,region_7,f,sourcing,Bachelor's 1,29,3.0,5,0,77.0,Technology,region_25,m,other,Bachelor's 1,47,2.0,3,0,80.0,Technology,region_13,m,other,Master's & above 2,35,3.0,7,0,85.0,Analytics,region_7,m,other,Master's & above 2,32,3.0,10,0,78.0,Technology,region_2,f,other,Bachelor's 2,31,5.0,6,0,48.0,Sales & Marketing,region_2,m,referred,Bachelor's 1,39,3.0,3,0,70.0,Procurement,region_15,m,other,Master's & above 2,36,5.0,9,0,83.0,Analytics,region_22,m,other,Bachelor's 2,34,4.0,7,0,58.0,Operations,region_27,m,sourcing,Master's & above 2,28,1.0,6,0,51.0,Sales & Marketing,region_25,m,sourcing,Bachelor's 1,35,4.0,7,0,59.0,Finance,region_19,m,sourcing,Bachelor's 3,35,1.0,10,0,52.0,Sales & Marketing,region_22,m,other,Bachelor's 1,37,4.0,10,0,92.0,Sales & Marketing,region_3,m,sourcing,Master's & above 1,40,3.0,6,0,47.0,Sales & Marketing,region_30,m,other,Bachelor's 1,35,4.0,4,0,48.0,Sales & Marketing,region_28,m,sourcing,Bachelor's 1,39,3.0,10,0,56.0,Legal,region_7,m,sourcing,Master's & above 2,25,3.0,2,0,70.0,Procurement,region_24,f,sourcing,Bachelor's 1,39,2.0,7,0,81.0,Technology,region_2,m,sourcing,Bachelor's 2,29,5.0,4,0,89.0,Analytics,region_31,m,other,Bachelor's 1,37,5.0,5,0,58.0,Finance,region_13,m,other,Master's & above 1,37,3.0,4,0,74.0,Procurement,region_19,m,other,Bachelor's 1,31,5.0,7,0,57.0,Operations,region_4,m,other,Bachelor's 1,33,1.0,4,0,52.0,Sales & Marketing,region_6,m,sourcing,Bachelor's 3,39,5.0,8,0,75.0,Operations,region_23,f,other,Master's & above 1,33,2.0,8,0,51.0,Sales & Marketing,region_28,m,other,Master's & above 1,38,3.0,5,0,77.0,Technology,region_2,m,other,Bachelor's 1,50,5.0,3,1,81.0,Technology,region_2,m,other,Master's & above 1,29,3.0,6,0,53.0,Sales & Marketing,region_5,m,sourcing,Bachelor's 1,42,3.0,15,0,63.0,Operations,region_2,m,other,Bachelor's 1,36,3.0,6,0,85.0,R&D,region_26,m,other,Bachelor's 1,49,2.0,15,0,47.0,HR,region_2,m,sourcing,Master's & above 1,40,3.0,7,0,59.0,Operations,region_7,m,other,Master's & above 1,30,2.0,6,0,60.0,Operations,region_16,m,sourcing,Bachelor's 1,38,3.0,10,0,63.0,Operations,region_4,f,other,Bachelor's 4,28,3.0,4,0,83.0,Technology,region_22,m,sourcing,Bachelor's 1,32,2.0,4,1,96.0,Technology,region_31,f,other,Bachelor's 1,33,4.0,5,0,58.0,Operations,region_32,m,other,Bachelor's 1,35,1.0,3,0,46.0,Sales & Marketing,region_7,m,other,Bachelor's 1,30,3.0,5,0,69.0,Procurement,region_7,f,other,Bachelor's 1,42,3.0,6,0,48.0,Sales & Marketing,region_3,m,sourcing,Bachelor's 2,26,4.0,3,0,58.0,Operations,region_19,m,other,Bachelor's 1,42,3.0,2,0,89.0,Analytics,region_31,m,other,Bachelor's 1,28,1.0,3,0,53.0,Sales & Marketing,region_31,f,sourcing,Bachelor's 2,31,3.0,5,0,53.0,Sales & Marketing,region_28,m,other,Master's & above 1,32,3.0,5,0,47.0,Sales & Marketing,region_4,m,other,Bachelor's 1,27,1.0,2,0,58.0,Operations,region_15,m,sourcing,Bachelor's 1,33,5.0,7,0,70.0,Procurement,region_29,m,other,Bachelor's 1,49,5.0,10,0,50.0,Sales & Marketing,region_2,f,other,Bachelor's 1,38,1.0,5,0,49.0,Sales & Marketing,region_6,m,other,Bachelor's 1,41,1.0,7,0,55.0,Operations,region_7,f,other,Bachelor's 1,25,3.0,2,0,55.0,Operations,region_7,f,sourcing,Below Secondary 1,42,3.0,12,0,49.0,Sales & Marketing,region_23,m,other,Master's & above 1,34,3.0,5,0,76.0,Technology,region_22,m,sourcing,Bachelor's 1,38,2.0,7,0,62.0,Operations,region_11,m,other,Master's & above 1,40,5.0,6,0,50.0,Sales & Marketing,region_1,m,sourcing,Master's & above 1,37,5.0,5,0,46.0,Sales & Marketing,region_10,m,other,Master's & above 2,30,3.0,3,0,67.0,Procurement,region_13,m,other,Master's & above 1,36,1.0,6,0,57.0,Legal,region_2,m,other,Bachelor's 1,40,1.0,3,0,47.0,Sales & Marketing,region_7,m,sourcing,Bachelor's 1,38,3.0,3,0,52.0,HR,region_21,f,other,Master's & above 1,27,4.0,2,0,59.0,Operations,region_32,m,sourcing,Bachelor's 1,25,2.0,2,0,52.0,Sales & Marketing,region_22,m,other,Bachelor's 1,56,3.0,27,0,80.0,Technology,region_7,m,other,Master's & above 1,35,3.0,8,0,79.0,Technology,region_11,m,sourcing,Bachelor's 1,31,1.0,7,0,60.0,Finance,region_1,f,sourcing,Master's & above 1,43,3.0,5,0,47.0,Sales & Marketing,region_6,m,sourcing,Bachelor's 1,38,3.0,4,0,58.0,Operations,region_24,f,sourcing,Bachelor's 1,32,3.0,2,0,59.0,Operations,region_2,m,sourcing,Master's & above 1,56,3.0,21,0,63.0,Operations,region_22,m,other,Master's & above 1,35,3.0,2,0,83.0,Analytics,region_19,m,sourcing,Bachelor's 1,35,1.0,3,0,59.0,Operations,region_31,f,sourcing,Master's & above 1,38,5.0,4,0,58.0,Operations,region_20,f,other,Bachelor's 1,28,3.0,4,0,58.0,Legal,region_4,m,sourcing,Bachelor's 1,33,3.0,4,1,59.0,Finance,region_2,m,sourcing,Bachelor's 2,27,1.0,4,0,55.0,Sales & Marketing,region_6,m,other,Bachelor's 1,32,4.0,7,0,46.0,Sales & Marketing,region_26,m,sourcing,Bachelor's 1,27,4.0,6,1,87.0,Technology,region_15,m,other,Bachelor's 3,52,1.0,3,0,50.0,Sales & Marketing,region_2,f,other,Master's & above 1,39,4.0,10,0,55.0,Operations,region_26,f,sourcing,Master's & above 2,30,3.0,3,0,57.0,Operations,region_32,f,sourcing,Bachelor's 1,33,2.0,3,0,57.0,Legal,region_2,m,sourcing,Bachelor's 1,40,5.0,10,0,48.0,Sales & Marketing,region_27,m,other,Bachelor's 1,26,3.0,3,0,89.0,R&D,region_2,m,other,Bachelor's 1,28,5.0,4,0,83.0,Analytics,region_29,f,sourcing,Bachelor's 2,36,5.0,7,0,59.0,Operations,region_15,m,sourcing,Bachelor's 1,28,3.0,6,0,57.0,Operations,region_2,m,sourcing,Bachelor's 1,33,5.0,5,0,70.0,Finance,region_25,m,other,Master's & above 3,32,1.0,9,0,49.0,Sales & Marketing,region_13,f,other,Master's & above 1,40,5.0,12,0,49.0,Sales & Marketing,region_2,f,other,Bachelor's 2,28,4.0,5,0,88.0,Analytics,region_7,m,other,Bachelor's 1,40,1.0,10,0,52.0,Sales & Marketing,region_11,m,sourcing,Master's & above 1,33,4.0,4,0,55.0,Finance,region_15,m,other,Bachelor's 1,28,4.0,4,0,87.0,Analytics,region_22,m,other,Bachelor's 2,33,2.0,8,0,54.0,Sales & Marketing,region_1,m,other,Master's & above 2,38,3.0,9,0,50.0,Sales & Marketing,region_26,m,sourcing,Bachelor's 1,41,5.0,3,0,50.0,Sales & Marketing,region_25,m,sourcing,Master's & above 2,30,3.0,3,0,70.0,Finance,region_7,m,other,Bachelor's 1,29,1.0,2,0,72.0,Procurement,region_4,f,sourcing,Bachelor's 1,38,5.0,7,0,75.0,Operations,region_15,m,other,Master's & above 1,36,3.0,9,0,78.0,Technology,region_22,f,sourcing,Master's & above 2,30,4.0,4,0,88.0,Analytics,region_7,m,other,Bachelor's 1,35,1.0,9,0,69.0,Procurement,region_4,m,sourcing,Master's & above 2,32,3.0,5,0,64.0,Procurement,region_2,f,sourcing,Bachelor's 1,33,3.0,7,0,49.0,Sales & Marketing,region_15,f,sourcing,Master's & above 1,35,3.0,8,0,66.0,Procurement,region_20,m,sourcing,Master's & above 1,34,4.0,9,0,90.0,Sales & Marketing,region_7,m,other,Bachelor's 1,36,3.0,8,0,62.0,Operations,region_15,f,sourcing,Bachelor's 2,33,3.0,8,0,87.0,Analytics,region_22,m,other,Bachelor's 1,31,3.0,2,0,91.0,Analytics,region_20,m,other,Master's & above 1,36,4.0,9,0,47.0,HR,region_16,m,sourcing,Master's & above 1,31,4.0,4,0,69.0,Procurement,region_2,f,other,Bachelor's 1,38,3.0,12,0,83.0,Technology,region_17,f,other,Bachelor's 1,29,3.0,5,0,57.0,Operations,region_16,m,other,Bachelor's 1,32,1.0,7,0,59.0,Operations,region_22,m,other,Bachelor's 1,49,2.0,17,0,78.0,Technology,region_23,m,other,Master's & above 1,27,5.0,2,0,56.0,Operations,region_22,f,other,Bachelor's 1,60,3.0,4,0,82.0,Technology,region_2,m,sourcing,Master's & above 1,36,3.0,4,0,47.0,Sales & Marketing,region_13,m,sourcing,Master's & above 2,38,5.0,6,0,60.0,Operations,region_15,m,sourcing,Bachelor's 3,38,2.0,4,0,47.0,Sales & Marketing,region_13,m,other,Bachelor's 1,39,1.0,10,0,79.0,Technology,region_22,m,other,Master's & above 1,32,5.0,9,0,56.0,Operations,region_23,f,sourcing,Bachelor's 1,31,3.0,2,0,63.0,Sales & Marketing,region_4,m,sourcing,Master's & above 2,31,3.0,2,0,68.0,Procurement,region_24,f,other,Master's & above 1,50,2.0,5,0,84.0,Technology,region_2,m,sourcing,Master's & above 1,49,1.0,13,0,51.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,26,1.0,2,0,47.0,Sales & Marketing,region_6,m,sourcing,Bachelor's 1,40,2.0,6,0,57.0,Operations,region_31,m,sourcing,Master's & above 2,49,3.0,18,0,77.0,Technology,region_2,f,other,Master's & above 1,34,1.0,6,0,47.0,HR,region_15,m,sourcing,Master's & above 1,51,3.0,3,0,60.0,Operations,region_22,m,sourcing,Master's & above 1,39,5.0,9,0,48.0,Sales & Marketing,region_25,f,other,Master's & above 2,34,3.0,9,0,49.0,Sales & Marketing,region_28,m,sourcing,Bachelor's 1,25,3.0,2,0,68.0,Procurement,region_13,m,sourcing,Bachelor's 1,28,5.0,4,0,63.0,Procurement,region_22,m,sourcing,Bachelor's 1,28,4.0,2,0,89.0,Analytics,region_22,m,referred,Bachelor's 1,30,3.0,2,0,59.0,Operations,region_22,m,other,Bachelor's 1,28,2.0,3,0,54.0,Sales & Marketing,region_13,f,sourcing,Bachelor's 1,39,3.0,7,0,48.0,Sales & Marketing,region_33,m,sourcing,Master's & above 1,29,4.0,5,0,53.0,Sales & Marketing,region_9,m,other,Bachelor's 1,46,3.0,4,0,51.0,Sales & Marketing,region_16,f,other,Bachelor's 3,25,5.0,2,0,80.0,Procurement,region_2,m,other,Bachelor's 1,27,1.0,3,0,81.0,Analytics,region_22,m,other,Bachelor's 1,36,4.0,10,0,48.0,HR,region_16,m,sourcing,Bachelor's 1,36,5.0,7,0,60.0,Operations,region_32,f,other,Bachelor's 1,55,5.0,13,0,81.0,Technology,region_2,f,sourcing,Bachelor's 1,32,5.0,8,0,52.0,HR,region_28,m,sourcing,Master's & above 3,50,3.0,8,0,76.0,Procurement,region_2,m,sourcing,Master's & above 3,59,5.0,25,0,89.0,Analytics,region_2,m,other,Master's & above 1,27,4.0,3,0,83.0,Technology,region_33,m,other,Bachelor's 1,39,4.0,10,0,68.0,Procurement,region_20,m,other,Master's & above 1,33,3.0,5,0,47.0,Sales & Marketing,region_2,f,sourcing,Bachelor's 1,25,5.0,3,0,48.0,Sales & Marketing,region_22,f,sourcing,Bachelor's 1,60,2.0,6,0,63.0,Finance,region_2,m,other,Bachelor's 1,36,3.0,4,0,81.0,Technology,region_22,m,other,Master's & above 2,28,3.0,5,0,70.0,Procurement,region_5,m,sourcing,Bachelor's 1,37,3.0,9,0,46.0,Sales & Marketing,region_31,m,sourcing,Bachelor's 1,35,3.0,4,0,59.0,Operations,region_14,m,other,Bachelor's 3,39,4.0,7,0,71.0,Procurement,region_24,m,other,Master's & above 1,25,2.0,2,0,48.0,Sales & Marketing,region_30,m,sourcing,Bachelor's 1,32,3.0,7,0,48.0,HR,region_2,f,other,Bachelor's 1,34,3.0,6,0,58.0,Operations,region_7,m,sourcing,Bachelor's 1,29,3.0,4,0,82.0,Analytics,region_32,m,other,Master's & above 1,38,3.0,9,0,67.0,Procurement,region_13,f,other,Master's & above 1,36,5.0,4,0,82.0,R&D,region_2,m,other,Master's & above 2,36,3.0,11,0,51.0,Sales & Marketing,region_30,m,sourcing,Bachelor's 1,32,4.0,2,0,66.0,Procurement,region_8,f,other,Bachelor's 1,34,1.0,3,0,48.0,HR,region_28,m,other,Bachelor's 1,39,5.0,10,0,59.0,Operations,region_4,f,other,Master's & above 1,32,3.0,3,0,47.0,Sales & Marketing,region_5,m,other,Bachelor's 1,41,5.0,4,0,58.0,Operations,region_30,m,sourcing,Master's & above 1,34,5.0,6,0,51.0,Sales & Marketing,region_2,m,other,Bachelor's 2,49,3.0,7,0,50.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,34,5.0,4,0,85.0,Analytics,region_27,m,sourcing,Bachelor's 1,37,5.0,8,0,58.0,Operations,region_22,f,other,Master's & above 1,55,5.0,3,0,57.0,Finance,region_2,m,other,Master's & above 1,34,3.0,3,0,48.0,HR,region_19,m,other,Bachelor's 1,36,4.0,7,0,57.0,Operations,region_21,m,sourcing,Bachelor's 1,32,2.0,2,0,87.0,Analytics,region_29,m,sourcing,Bachelor's 1,42,3.0,11,0,56.0,Operations,region_4,f,other,Master's & above 1,42,3.0,9,0,70.0,Procurement,region_17,f,other,Master's & above 1,30,4.0,6,0,57.0,Finance,region_22,f,sourcing,Bachelor's 1,26,4.0,2,0,62.0,Finance,region_26,m,other,Bachelor's 1,33,5.0,6,0,52.0,Sales & Marketing,region_30,m,other,Bachelor's 1,35,5.0,4,0,48.0,Sales & Marketing,region_22,m,sourcing,Bachelor's 1,32,3.0,3,0,49.0,Sales & Marketing,region_28,m,other,Master's & above 1,48,4.0,17,0,49.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 3,32,3.0,5,0,48.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,29,3.0,6,0,66.0,Procurement,region_12,m,other,Bachelor's 1,26,3.0,3,0,48.0,Sales & Marketing,region_29,m,sourcing,Bachelor's 1,38,4.0,7,0,58.0,Finance,region_27,m,other,Bachelor's 1,26,1.0,4,0,47.0,Sales & Marketing,region_9,m,other,Bachelor's 1,34,4.0,7,0,48.0,Sales & Marketing,region_17,m,other,Bachelor's 1,33,4.0,4,1,63.0,Operations,region_11,m,sourcing,Bachelor's 1,39,5.0,4,0,78.0,Technology,region_7,f,other,Master's & above 1,35,2.0,2,0,86.0,Analytics,region_31,m,sourcing,Bachelor's 2,30,1.0,8,0,85.0,Analytics,region_28,m,other,Bachelor's 1,55,4.0,2,0,64.0,Operations,region_22,m,other,Bachelor's 1,31,3.0,5,0,86.0,Analytics,region_22,m,other,Master's & above 2,38,3.0,12,0,49.0,Sales & Marketing,region_7,m,sourcing,Master's & above 2,27,3.0,4,0,47.0,Sales & Marketing,region_5,m,other,Bachelor's 2,45,3.0,4,0,62.0,Operations,region_7,m,other,Master's & above 1,33,3.0,2,0,79.0,Technology,region_5,m,sourcing,Bachelor's 1,29,3.0,4,0,48.0,Sales & Marketing,region_24,m,other,Bachelor's 1,37,1.0,2,0,51.0,Sales & Marketing,region_22,m,sourcing,Bachelor's 1,39,3.0,14,0,52.0,Sales & Marketing,region_6,m,other,Bachelor's 1,31,3.0,5,0,83.0,R&D,region_22,m,other,Master's & above 1,29,5.0,4,0,63.0,Finance,region_7,m,sourcing,Bachelor's 1,32,4.0,5,0,52.0,Sales & Marketing,region_7,f,other,Master's & above 1,29,3.0,5,0,48.0,Sales & Marketing,region_28,f,other,Bachelor's 1,26,3.0,1,0,80.0,Technology,region_7,f,sourcing,Bachelor's 1,27,4.0,6,0,56.0,Operations,region_16,m,sourcing,Bachelor's 1,38,3.0,10,0,60.0,Operations,region_15,f,other,Bachelor's 1,39,3.0,4,0,79.0,Technology,region_27,m,sourcing,Bachelor's 3,52,3.0,23,0,72.0,Procurement,region_2,f,other,Master's & above 1,36,1.0,8,0,50.0,Sales & Marketing,region_7,f,other,Master's & above 1,30,1.0,5,0,85.0,Analytics,region_26,m,other,Bachelor's 1,25,3.0,3,0,81.0,Technology,region_2,f,other,Bachelor's 1,28,3.0,3,0,50.0,Sales & Marketing,region_22,m,referred,Bachelor's 1,35,3.0,10,0,57.0,Operations,region_27,f,sourcing,Bachelor's 1,30,3.0,2,0,59.0,Legal,region_11,m,sourcing,Bachelor's 1,34,4.0,6,0,81.0,Analytics,region_28,m,other,Bachelor's 1,30,1.0,2,0,48.0,Sales & Marketing,region_9,m,other,Master's & above 1,26,3.0,4,0,77.0,Technology,region_2,f,sourcing,Bachelor's 1,36,5.0,9,0,52.0,Sales & Marketing,region_2,m,referred,Bachelor's 1,49,3.0,5,0,49.0,Sales & Marketing,region_22,m,other,Master's & above 1,31,4.0,2,0,64.0,Operations,region_16,f,sourcing,Bachelor's 1,33,5.0,8,0,55.0,Sales & Marketing,region_7,m,sourcing,Bachelor's 1,37,4.0,10,0,49.0,HR,region_2,f,referred,Master's & above 1,53,3.0,16,0,58.0,Operations,region_2,m,other,Master's & above 1,32,4.0,7,0,93.0,Procurement,region_2,f,sourcing,Master's & above 1,35,5.0,7,1,56.0,Operations,region_15,m,other,Bachelor's 1,30,4.0,6,0,59.0,Operations,region_19,m,sourcing,Bachelor's 1,35,4.0,10,0,71.0,Procurement,region_22,f,sourcing,Bachelor's 1,48,1.0,5,0,52.0,Sales & Marketing,region_3,m,sourcing,Bachelor's 1,28,2.0,4,0,85.0,Analytics,region_22,f,sourcing,Bachelor's 1,30,3.0,4,0,59.0,Operations,region_10,m,sourcing,Bachelor's 1,34,3.0,7,0,71.0,Procurement,region_2,f,other,Master's & above 1,33,4.0,4,0,91.0,Technology,region_7,m,other,Master's & above 2,28,3.0,3,0,75.0,Analytics,region_9,m,sourcing,Bachelor's 1,35,3.0,9,0,52.0,Sales & Marketing,region_30,m,sourcing,Bachelor's 1,29,2.0,5,0,69.0,Procurement,region_15,m,sourcing,Bachelor's 1,55,4.0,25,0,51.0,HR,region_2,f,other,Bachelor's 1,34,1.0,3,0,83.0,Analytics,region_22,m,other,Bachelor's 1,33,3.0,3,0,70.0,Procurement,region_31,m,other,Bachelor's 1,33,5.0,4,0,91.0,Sales & Marketing,region_25,m,other,Master's & above 1,30,3.0,3,0,76.0,Technology,region_2,m,referred,Bachelor's 2,39,3.0,2,0,50.0,Sales & Marketing,region_26,m,other,Bachelor's 3,31,2.0,3,0,48.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,36,4.0,9,0,59.0,Operations,region_26,m,other,Bachelor's 1,27,4.0,5,0,48.0,Sales & Marketing,region_12,m,other,Bachelor's 2,32,3.0,3,0,52.0,Sales & Marketing,region_17,m,other,Bachelor's 2,33,3.0,5,0,65.0,Procurement,region_2,m,other,Master's & above 1,44,1.0,15,0,48.0,Sales & Marketing,region_13,m,other,Bachelor's 1,30,1.0,8,0,66.0,Procurement,region_7,f,sourcing,Bachelor's 1,36,4.0,8,0,50.0,Sales & Marketing,region_1,m,sourcing,Master's & above 1,47,5.0,15,0,65.0,Operations,region_4,m,other,Master's & above 1,39,3.0,13,0,74.0,Procurement,region_26,m,other,Bachelor's 1,34,3.0,6,0,70.0,Operations,region_34,f,sourcing,Master's & above 1,27,3.0,4,0,53.0,Sales & Marketing,region_26,m,other,Bachelor's 1,58,3.0,12,0,69.0,Procurement,region_2,f,other,Master's & above 2,44,3.0,7,0,44.0,Sales & Marketing,region_2,m,other,Master's & above 1,36,4.0,5,0,67.0,Procurement,region_14,f,other,Bachelor's 1,31,4.0,6,0,46.0,HR,region_2,m,sourcing,Master's & above 1,28,3.0,1,0,60.0,Legal,region_15,m,sourcing,Bachelor's 1,28,3.0,2,0,51.0,Sales & Marketing,region_30,m,sourcing,Bachelor's 1,41,5.0,14,0,49.0,Sales & Marketing,region_2,m,sourcing,Master's & above 1,37,1.0,7,0,80.0,Technology,region_22,m,other,Bachelor's 1,30,1.0,6,0,69.0,Procurement,region_7,m,other,Bachelor's 1,30,3.0,2,0,83.0,R&D,region_22,m,sourcing,Master's & above 2,33,4.0,2,0,53.0,Sales & Marketing,region_34,m,sourcing,Bachelor's 1,36,1.0,10,0,53.0,Sales & Marketing,region_27,m,sourcing,Master's & above 3,42,3.0,6,0,50.0,Sales & Marketing,region_7,m,sourcing,Bachelor's 1,29,3.0,5,0,85.0,Analytics,region_29,m,sourcing,Bachelor's 1,39,1.0,5,0,60.0,Operations,region_32,m,sourcing,Bachelor's 1,36,1.0,9,0,84.0,R&D,region_22,m,sourcing,Bachelor's 1,40,5.0,13,0,60.0,Operations,region_19,m,other,Bachelor's 1,37,4.0,9,0,60.0,Operations,region_26,f,other,Bachelor's 2,28,3.0,3,0,62.0,Operations,region_32,m,sourcing,Bachelor's 1,31,5.0,5,0,50.0,Sales & Marketing,region_27,m,sourcing,Bachelor's 1,54,2.0,13,0,49.0,Sales & Marketing,region_13,m,other,Bachelor's 2,37,5.0,9,0,56.0,Operations,region_22,f,other,Master's & above 2,40,5.0,5,1,49.0,Sales & Marketing,region_2,m,other,Bachelor's 1,37,4.0,9,0,78.0,Technology,region_22,f,other,Master's & above 1,35,3.0,9,0,49.0,Sales & Marketing,region_1,f,other,Master's & above 1,22,4.0,2,0,52.0,Sales & Marketing,region_22,m,other,Bachelor's 1,38,3.0,4,0,49.0,Sales & Marketing,region_9,m,sourcing,Master's & above 1,52,4.0,18,0,69.0,Procurement,region_13,f,sourcing,Bachelor's 1,35,3.0,8,0,49.0,Sales & Marketing,region_8,m,other,Bachelor's 2,31,2.0,3,0,52.0,Sales & Marketing,region_7,f,other,Bachelor's 1,29,3.0,2,0,58.0,Finance,region_26,f,sourcing,Bachelor's 1,38,5.0,7,0,76.0,Technology,region_17,f,sourcing,Master's & above 1,33,3.0,7,0,89.0,Analytics,region_11,m,other,Master's & above 1,31,1.0,7,0,70.0,Procurement,region_13,f,other,Master's & above 1,36,5.0,7,0,84.0,Procurement,region_17,m,other,Bachelor's 1,26,4.0,3,0,51.0,Sales & Marketing,region_10,m,sourcing,Bachelor's 1,31,5.0,7,0,50.0,HR,region_26,f,other,Bachelor's 1,36,3.0,7,0,83.0,Technology,region_2,m,sourcing,Bachelor's 1,33,5.0,3,0,57.0,Operations,region_7,m,sourcing,Bachelor's 1,32,1.0,7,0,70.0,Procurement,region_11,f,other,Bachelor's 1,31,4.0,7,0,84.0,Analytics,region_1,m,sourcing,Bachelor's 1,55,3.0,18,0,82.0,Technology,region_2,f,other,Master's & above 1,24,3.0,2,0,52.0,Sales & Marketing,region_24,m,other,Bachelor's 1,34,4.0,10,0,47.0,Sales & Marketing,region_19,m,other,Bachelor's 1,28,3.0,4,0,55.0,Operations,region_8,m,other,Bachelor's 1,39,4.0,2,0,73.0,Procurement,region_13,m,sourcing,Master's & above 1,32,2.0,7,0,50.0,Sales & Marketing,region_30,m,other,Bachelor's 1,36,5.0,9,0,47.0,Sales & Marketing,region_5,m,other,Master's & above 2,28,5.0,4,0,78.0,Technology,region_23,m,sourcing,Bachelor's 1,29,4.0,2,0,58.0,Operations,region_28,m,sourcing,Bachelor's 1,40,3.0,6,0,49.0,HR,region_15,m,other,Bachelor's 1,35,4.0,9,0,59.0,Operations,region_32,f,other,Bachelor's 1,42,4.0,2,0,66.0,Procurement,region_23,m,sourcing,Master's & above 1,43,5.0,10,0,85.0,Analytics,region_2,m,other,Master's & above 3,32,4.0,2,0,80.0,Technology,region_15,f,other,Master's & above 1,28,3.0,4,0,86.0,Analytics,region_8,m,other,Bachelor's 1,54,5.0,7,0,52.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,31,3.0,4,0,52.0,HR,region_20,m,sourcing,Master's & above 2,30,5.0,4,0,60.0,Operations,region_2,m,other,Bachelor's 1,32,1.0,4,0,49.0,Sales & Marketing,region_1,m,sourcing,Master's & above 2,34,1.0,7,0,50.0,Sales & Marketing,region_31,f,other,Bachelor's 2,32,3.0,4,0,80.0,Technology,region_21,m,other,Bachelor's 2,46,1.0,7,0,48.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,26,4.0,3,0,52.0,Sales & Marketing,region_7,m,other,Bachelor's 2,43,1.0,12,0,80.0,Technology,region_26,f,sourcing,Master's & above 2,39,5.0,5,0,90.0,Technology,region_26,m,other,Bachelor's 1,26,3.0,2,0,55.0,Operations,region_25,m,other,Below Secondary 1,42,3.0,6,0,82.0,Technology,region_13,f,other,Bachelor's 1,32,3.0,7,0,80.0,Technology,region_27,m,other,Master's & above 1,34,5.0,7,0,64.0,Procurement,region_13,f,sourcing,Master's & above 1,36,5.0,9,0,76.0,Technology,region_5,m,other,Master's & above 1,33,3.0,7,0,51.0,Sales & Marketing,region_15,m,sourcing,Master's & above 1,30,1.0,4,0,59.0,Finance,region_22,m,sourcing,Bachelor's 1,39,5.0,5,0,60.0,Operations,region_26,f,sourcing,Bachelor's 1,32,3.0,5,0,57.0,Finance,region_2,m,other,Bachelor's 1,38,4.0,9,0,73.0,Procurement,region_2,f,sourcing,Master's & above 2,31,1.0,7,0,48.0,HR,region_2,m,other,Bachelor's 1,40,3.0,3,0,48.0,HR,region_7,m,sourcing,Master's & above 1,36,3.0,7,0,52.0,Sales & Marketing,region_1,m,sourcing,Bachelor's 2,30,3.0,2,1,81.0,Analytics,region_6,m,sourcing,Bachelor's 3,27,3.0,4,0,72.0,Procurement,region_4,f,sourcing,Bachelor's 1,48,3.0,9,0,48.0,Sales & Marketing,region_31,m,sourcing,Bachelor's 3,29,3.0,4,0,90.0,Analytics,region_15,m,sourcing,Bachelor's 1,38,5.0,5,0,62.0,Operations,region_19,f,other,Bachelor's 1,32,1.0,5,0,51.0,Sales & Marketing,region_17,m,other,Bachelor's 1,51,5.0,3,0,49.0,Sales & Marketing,region_7,m,sourcing,Master's & above 1,27,4.0,2,0,57.0,Operations,region_7,m,other,Bachelor's 1,42,5.0,15,0,59.0,Operations,region_2,m,sourcing,Bachelor's 1,38,3.0,9,0,89.0,Analytics,region_26,m,other,Master's & above 1,39,5.0,11,0,64.0,Operations,region_7,m,sourcing,Master's & above 1,28,4.0,5,0,49.0,HR,region_13,f,other,Bachelor's 1,28,3.0,3,0,77.0,Technology,region_6,f,sourcing,Bachelor's 1,33,4.0,2,0,62.0,Finance,region_22,f,sourcing,Master's & above 1,44,5.0,16,0,55.0,Operations,region_4,f,sourcing,Bachelor's 1,50,3.0,5,0,56.0,HR,region_2,f,other,Bachelor's 1,28,3.0,7,0,49.0,Sales & Marketing,region_16,m,sourcing,Bachelor's 1,34,5.0,5,0,65.0,Procurement,region_16,f,other,Bachelor's 1,34,3.0,8,0,57.0,Operations,region_23,m,other,Bachelor's 1,28,4.0,5,0,74.0,Procurement,region_34,m,sourcing,Bachelor's 1,30,3.0,5,0,46.0,Sales & Marketing,region_15,f,other,Bachelor's 1,53,3.0,14,0,51.0,HR,region_2,m,referred,Master's & above 1,42,2.0,19,0,79.0,Analytics,region_22,m,other,Master's & above 1,35,3.0,7,0,85.0,R&D,region_31,m,other,Bachelor's 1,44,5.0,15,0,69.0,Procurement,region_30,m,other,Master's & above 1,45,2.0,14,0,82.0,Technology,region_2,f,other,Bachelor's 1,26,5.0,3,0,50.0,HR,region_5,m,other,Bachelor's 1,30,4.0,3,0,83.0,Analytics,region_31,m,other,Bachelor's 2,34,2.0,9,0,46.0,HR,region_2,m,sourcing,Bachelor's 3,36,5.0,8,0,78.0,Technology,region_20,f,other,Master's & above 1,42,5.0,3,0,51.0,Sales & Marketing,region_30,m,other,Bachelor's 2,31,3.0,5,0,73.0,Finance,region_4,f,sourcing,Bachelor's 1,27,3.0,3,0,98.0,Analytics,region_29,m,sourcing,Bachelor's 1,47,5.0,19,0,53.0,Sales & Marketing,region_13,m,sourcing,Bachelor's 1,37,3.0,11,0,56.0,Operations,region_7,m,other,Bachelor's 1,28,5.0,4,0,52.0,Sales & Marketing,region_27,f,sourcing,Bachelor's 1,30,5.0,8,0,58.0,Operations,region_22,f,sourcing,Master's & above 1,38,4.0,8,0,87.0,Analytics,region_2,m,sourcing,Bachelor's 1,29,5.0,5,0,58.0,Operations,region_11,m,sourcing,Bachelor's 1,27,1.0,6,0,47.0,Sales & Marketing,region_25,m,other,Bachelor's 2,35,2.0,3,0,52.0,Sales & Marketing,region_12,m,other,Bachelor's 1,30,1.0,7,0,83.0,Technology,region_22,f,sourcing,Master's & above 1,35,5.0,7,0,56.0,Operations,region_27,m,other,Bachelor's 1,43,3.0,13,0,48.0,Sales & Marketing,region_7,f,other,Bachelor's 1,25,3.0,2,0,54.0,Legal,region_2,f,other,Below Secondary 1,53,3.0,9,0,76.0,Technology,region_2,m,sourcing,Bachelor's 1,28,3.0,4,0,59.0,Operations,region_27,m,sourcing,Bachelor's 1,34,5.0,5,0,59.0,Operations,region_22,f,sourcing,Master's & above 1,48,1.0,19,0,85.0,Analytics,region_2,m,sourcing,Bachelor's 2,27,3.0,5,0,60.0,Finance,region_2,m,sourcing,Bachelor's 1,32,4.0,8,0,91.0,Technology,region_13,m,other,Master's & above 1,32,3.0,5,0,50.0,Sales & Marketing,region_16,m,other,Bachelor's 1,27,5.0,3,0,80.0,Technology,region_13,m,other,Bachelor's 2,36,4.0,2,0,58.0,Finance,region_27,m,sourcing,Bachelor's 1,28,4.0,4,0,48.0,Sales & Marketing,region_17,m,sourcing,Bachelor's 1,33,5.0,3,0,85.0,Analytics,region_30,m,sourcing,Bachelor's 1,34,3.0,7,0,49.0,Sales & Marketing,region_11,m,sourcing,Master's & above 1,36,5.0,8,0,62.0,Finance,region_2,m,other,Bachelor's 2,42,3.0,10,0,63.0,Finance,region_2,m,other,Bachelor's 1,26,3.0,1,0,62.0,Operations,region_2,m,other,Bachelor's 1,42,4.0,3,0,63.0,Operations,region_7,m,sourcing,Bachelor's 1,27,3.0,4,0,83.0,Analytics,region_11,m,other,Bachelor's 1,38,3.0,8,0,63.0,Operations,region_15,f,other,Master's & above 3,31,3.0,5,0,50.0,Sales & Marketing,region_29,m,sourcing,Bachelor's 1,33,4.0,7,0,67.0,Procurement,region_27,m,other,Bachelor's 1,45,4.0,4,0,52.0,Sales & Marketing,region_2,m,other,Master's & above 3,57,3.0,17,0,70.0,Procurement,region_2,f,other,Bachelor's 1,40,5.0,8,0,57.0,Operations,region_15,m,other,Bachelor's 2,33,1.0,6,0,63.0,Operations,region_22,m,other,Bachelor's 1,39,4.0,5,0,60.0,Operations,region_16,f,sourcing,Master's & above 2,28,3.0,2,0,83.0,Technology,region_24,m,other,Bachelor's 1,31,5.0,2,0,84.0,R&D,region_15,m,sourcing,Bachelor's 3,35,3.0,6,0,50.0,Sales & Marketing,region_22,m,other,Bachelor's 3,28,2.0,2,0,78.0,Analytics,region_22,m,sourcing,Bachelor's 1,40,4.0,4,0,81.0,Technology,region_16,f,sourcing,Bachelor's 1,27,4.0,2,0,58.0,Operations,region_4,m,other,Bachelor's 1,41,5.0,13,0,54.0,Sales & Marketing,region_2,f,sourcing,Bachelor's 3,40,4.0,4,0,82.0,Technology,region_7,m,sourcing,Master's & above 1,54,1.0,23,0,60.0,Operations,region_2,m,sourcing,Bachelor's 2,33,3.0,3,0,49.0,Sales & Marketing,region_1,m,other,Master's & above 1,25,3.0,2,0,57.0,Legal,region_22,m,other,Below Secondary 1,22,4.0,2,0,68.0,Procurement,region_2,m,sourcing,Below Secondary 1,40,5.0,6,0,58.0,Operations,region_15,f,other,Bachelor's 1,30,1.0,4,0,81.0,Analytics,region_25,m,sourcing,Bachelor's 1,35,4.0,8,0,49.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,39,4.0,3,0,63.0,Operations,region_2,f,other,Master's & above 1,28,3.0,7,0,79.0,Analytics,region_20,m,other,Master's & above 1,31,5.0,2,0,69.0,Procurement,region_28,m,sourcing,Master's & above 1,41,4.0,9,0,71.0,Procurement,region_23,f,other,Master's & above 1,25,1.0,2,0,51.0,Sales & Marketing,region_14,m,sourcing,Bachelor's 1,28,4.0,3,0,82.0,Analytics,region_22,f,sourcing,Bachelor's 2,37,5.0,3,0,88.0,R&D,region_16,m,other,Bachelor's 1,33,3.0,8,0,53.0,Sales & Marketing,region_2,f,sourcing,Bachelor's 1,29,3.0,2,1,80.0,Technology,region_20,m,sourcing,Bachelor's 1,37,5.0,7,0,57.0,Operations,region_31,f,other,Master's & above 1,24,5.0,2,0,56.0,Finance,region_22,m,other,Bachelor's 2,39,2.0,8,0,59.0,Operations,region_15,m,other,Master's & above 1,33,3.0,8,1,83.0,Analytics,region_15,m,sourcing,Bachelor's 1,28,1.0,4,0,47.0,Sales & Marketing,region_14,m,other,Bachelor's 1,54,5.0,16,0,60.0,Operations,region_2,f,sourcing,Bachelor's 1,36,5.0,9,0,49.0,Sales & Marketing,region_2,m,sourcing,Master's & above 1,27,3.0,3,1,93.0,Procurement,region_30,m,sourcing,Bachelor's 1,36,2.0,2,0,51.0,Sales & Marketing,region_23,m,sourcing,Master's & above 1,34,1.0,10,0,56.0,Operations,region_31,m,sourcing,Bachelor's 1,53,2.0,4,0,51.0,Sales & Marketing,region_22,m,sourcing,Master's & above 1,31,1.0,5,0,83.0,R&D,region_13,m,sourcing,Bachelor's 1,37,3.0,3,0,80.0,Technology,region_26,f,other,Bachelor's 1,57,5.0,18,0,52.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,34,3.0,8,0,62.0,Sales & Marketing,region_13,m,sourcing,Bachelor's 1,51,5.0,5,0,85.0,Analytics,region_2,m,other,Master's & above 1,45,4.0,16,0,68.0,Procurement,region_2,f,sourcing,Bachelor's 1,51,5.0,6,0,70.0,Procurement,region_2,f,other,Bachelor's 1,32,4.0,6,0,55.0,Finance,region_2,m,other,Bachelor's 3,40,3.0,5,0,46.0,Sales & Marketing,region_7,f,sourcing,Bachelor's 1,41,5.0,4,0,47.0,HR,region_2,m,other,Master's & above 1,40,1.0,4,0,78.0,Technology,region_22,m,other,Bachelor's 1,29,1.0,3,0,53.0,Sales & Marketing,region_1,m,other,Bachelor's 1,33,1.0,3,0,70.0,Procurement,region_19,m,sourcing,Bachelor's 1,32,1.0,8,0,66.0,Procurement,region_11,f,sourcing,Bachelor's 1,59,4.0,18,0,49.0,HR,region_2,f,sourcing,Master's & above 2,31,2.0,6,0,71.0,Procurement,region_2,m,other,Bachelor's 1,37,3.0,9,0,54.0,Sales & Marketing,region_23,m,sourcing,Master's & above 1,33,5.0,4,0,48.0,Sales & Marketing,region_27,m,other,Master's & above 1,30,4.0,5,0,82.0,Analytics,region_23,m,other,Bachelor's 1,30,3.0,3,0,58.0,Operations,region_26,m,sourcing,Bachelor's 1,45,5.0,4,0,56.0,Operations,region_11,m,sourcing,Master's & above 1,29,5.0,4,0,49.0,Sales & Marketing,region_15,m,other,Bachelor's 2,29,4.0,1,0,72.0,Procurement,region_2,m,sourcing,Bachelor's 1,58,2.0,12,0,73.0,Procurement,region_7,m,sourcing,Bachelor's 3,31,3.0,8,0,81.0,Technology,region_8,m,sourcing,Bachelor's 1,37,5.0,10,0,60.0,Operations,region_22,f,sourcing,Bachelor's 1,34,5.0,9,0,84.0,Analytics,region_7,m,other,Bachelor's 1,36,5.0,8,0,86.0,Analytics,region_22,f,other,Bachelor's 1,27,3.0,2,0,58.0,Operations,region_20,f,other,Bachelor's 1,33,3.0,6,0,79.0,Analytics,region_26,m,other,Bachelor's 1,30,2.0,5,0,85.0,R&D,region_22,m,sourcing,Bachelor's 1,49,3.0,23,0,76.0,Procurement,region_15,m,sourcing,Master's & above 1,39,1.0,3,0,76.0,Technology,region_33,m,other,Bachelor's 2,37,5.0,4,0,57.0,Operations,region_22,m,sourcing,Bachelor's 2,45,3.0,17,0,50.0,Sales & Marketing,region_2,f,other,Bachelor's 1,31,5.0,7,0,62.0,Operations,region_5,f,sourcing,Bachelor's 2,31,1.0,8,0,85.0,Analytics,region_31,m,other,Bachelor's 1,52,5.0,7,0,49.0,Sales & Marketing,region_2,m,other,Bachelor's 1,31,3.0,2,0,60.0,Operations,region_11,m,other,Bachelor's 1,34,5.0,2,0,48.0,Sales & Marketing,region_2,m,other,Master's & above 1,37,3.0,10,0,66.0,Operations,region_13,f,other,Bachelor's 1,50,4.0,14,0,67.0,Procurement,region_7,m,other,Master's & above 1,25,3.0,2,0,49.0,Sales & Marketing,region_25,m,other,Bachelor's 1,34,3.0,2,0,53.0,Sales & Marketing,region_15,m,other,Master's & above 1,31,4.0,7,0,84.0,Technology,region_2,f,other,Bachelor's 1,58,5.0,5,0,62.0,Operations,region_7,m,other,Master's & above 1,26,3.0,2,0,50.0,Sales & Marketing,region_12,m,other,Bachelor's 1,35,3.0,6,0,46.0,Sales & Marketing,region_14,m,sourcing,Bachelor's 2,30,3.0,6,0,71.0,Procurement,region_17,f,sourcing,Bachelor's 1,37,3.0,9,0,84.0,Analytics,region_2,m,sourcing,Bachelor's 1,39,3.0,10,0,68.0,Procurement,region_2,m,sourcing,Master's & above 1,29,5.0,6,0,59.0,Operations,region_31,f,other,Bachelor's 1,32,5.0,9,0,60.0,Operations,region_11,m,other,Bachelor's 1,44,5.0,10,0,48.0,Sales & Marketing,region_7,m,sourcing,Master's & above 1,37,4.0,4,0,48.0,HR,region_22,f,sourcing,Master's & above 1,37,3.0,4,0,80.0,Technology,region_7,f,referred,Master's & above 4,28,1.0,7,0,78.0,Technology,region_15,m,sourcing,Bachelor's 4,31,1.0,4,0,54.0,Sales & Marketing,region_23,m,other,Bachelor's 1,33,5.0,7,0,57.0,Finance,region_2,f,sourcing,Bachelor's 2,32,3.0,4,0,55.0,Operations,region_10,f,sourcing,Master's & above 2,34,5.0,8,0,68.0,Procurement,region_7,m,other,Bachelor's 1,36,1.0,10,0,55.0,Sales & Marketing,region_30,m,other,Bachelor's 1,58,4.0,17,0,75.0,Technology,region_2,f,sourcing,Bachelor's 1,31,1.0,3,0,47.0,Sales & Marketing,region_32,f,other,Bachelor's 2,42,3.0,4,0,63.0,Operations,region_2,f,other,Bachelor's 1,35,5.0,6,0,49.0,Sales & Marketing,region_27,m,sourcing,Bachelor's 2,33,3.0,7,0,46.0,Sales & Marketing,region_31,m,other,Bachelor's 1,36,3.0,4,0,60.0,Operations,region_22,f,sourcing,Bachelor's 1,41,3.0,4,0,67.0,Procurement,region_2,f,other,Master's & above 1,49,3.0,2,0,58.0,Operations,region_22,f,other,Master's & above 1,41,4.0,3,0,59.0,Operations,region_31,m,other,Bachelor's 1,34,1.0,4,0,67.0,Procurement,region_2,f,sourcing,Bachelor's 1,49,1.0,15,0,46.0,Sales & Marketing,region_31,m,sourcing,Bachelor's 1,50,4.0,12,0,47.0,HR,region_2,f,sourcing,Bachelor's 1,30,5.0,7,0,49.0,Sales & Marketing,region_34,m,sourcing,Bachelor's 1,48,2.0,8,0,48.0,Sales & Marketing,region_26,m,other,Bachelor's 1,36,3.0,9,0,52.0,Sales & Marketing,region_28,m,other,Master's & above 1,29,5.0,4,0,53.0,Sales & Marketing,region_19,m,other,Bachelor's 2,30,3.0,5,0,79.0,Technology,region_33,f,other,Bachelor's 1,29,4.0,8,0,49.0,Sales & Marketing,region_27,m,other,Bachelor's 2,37,4.0,2,0,80.0,Technology,region_7,m,other,Master's & above 2,46,4.0,6,0,77.0,Technology,region_27,m,sourcing,Master's & above 1,30,5.0,5,0,49.0,Sales & Marketing,region_28,f,sourcing,Master's & above 3,35,3.0,9,0,70.0,Operations,region_22,f,sourcing,Master's & above 1,44,3.0,12,0,62.0,Operations,region_31,m,sourcing,Master's & above 1,35,3.0,6,0,56.0,Operations,region_30,f,other,Bachelor's 1,29,1.0,3,0,52.0,Sales & Marketing,region_15,m,other,Bachelor's 1,30,4.0,4,0,79.0,Technology,region_2,m,referred,Bachelor's 1,30,2.0,1,0,49.0,Sales & Marketing,region_20,m,sourcing,Bachelor's 1,29,3.0,3,0,58.0,Finance,region_2,m,sourcing,Bachelor's 1,43,2.0,4,0,48.0,Sales & Marketing,region_2,f,sourcing,Bachelor's 1,30,5.0,3,0,49.0,Sales & Marketing,region_3,m,sourcing,Bachelor's 1,26,5.0,3,0,55.0,Legal,region_2,m,other,Below Secondary 3,28,4.0,2,0,81.0,Analytics,region_22,m,sourcing,Bachelor's 1,35,5.0,9,0,82.0,Analytics,region_19,m,other,Bachelor's 1,24,5.0,1,0,58.0,Legal,region_22,m,other,Below Secondary 1,56,2.0,18,0,68.0,Procurement,region_2,f,other,Master's & above 2,47,3.0,13,0,47.0,Sales & Marketing,region_4,m,other,Master's & above 2,26,5.0,3,0,84.0,Analytics,region_22,m,sourcing,Bachelor's 1,43,5.0,5,0,58.0,Operations,region_4,m,sourcing,Bachelor's 1,35,2.0,9,0,50.0,Sales & Marketing,region_28,f,sourcing,Master's & above 1,29,2.0,6,0,43.0,HR,region_32,f,sourcing,Bachelor's 4,33,5.0,6,0,77.0,Technology,region_22,m,sourcing,Master's & above 1,30,5.0,5,0,71.0,Procurement,region_21,m,sourcing,Bachelor's 1,34,4.0,3,0,48.0,Sales & Marketing,region_2,m,referred,Bachelor's 2,34,2.0,3,0,69.0,Procurement,region_26,m,other,Bachelor's 1,56,1.0,14,0,47.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,34,4.0,8,0,72.0,Procurement,region_13,f,other,Master's & above 1,37,3.0,9,0,49.0,Sales & Marketing,region_15,m,sourcing,Bachelor's 1,24,3.0,2,0,77.0,Technology,region_2,m,referred,Bachelor's 1,27,3.0,4,0,74.0,Procurement,region_22,m,sourcing,Bachelor's 1,28,2.0,2,0,78.0,Technology,region_24,m,sourcing,Bachelor's 1,42,5.0,3,0,63.0,Operations,region_13,f,sourcing,Master's & above 1,39,3.0,5,0,81.0,Technology,region_27,m,other,Master's & above 1,43,3.0,15,0,59.0,Operations,region_20,f,other,Master's & above 1,35,4.0,10,0,53.0,HR,region_2,f,other,Master's & above 3,30,5.0,2,0,85.0,R&D,region_22,m,sourcing,Bachelor's 1,27,3.0,3,0,51.0,Sales & Marketing,region_29,m,other,Bachelor's 2,31,5.0,2,0,58.0,Operations,region_16,m,other,Bachelor's 1,44,3.0,14,0,47.0,HR,region_2,f,sourcing,Master's & above 1,40,3.0,10,0,46.0,Sales & Marketing,region_10,m,other,Bachelor's 1,31,3.0,3,0,67.0,Procurement,region_13,m,sourcing,Bachelor's 1,34,5.0,8,0,66.0,Procurement,region_17,m,other,Bachelor's 1,41,3.0,5,0,79.0,Technology,region_31,m,other,Master's & above 1,30,5.0,5,0,59.0,Operations,region_7,m,other,Bachelor's 1,42,3.0,4,0,80.0,Analytics,region_15,m,other,Bachelor's 1,40,1.0,4,0,52.0,Sales & Marketing,region_2,f,sourcing,Bachelor's 1,30,4.0,7,0,58.0,Operations,region_22,f,sourcing,Bachelor's 1,33,5.0,6,0,97.0,Sales & Marketing,region_27,m,other,Bachelor's 1,38,5.0,7,0,65.0,Operations,region_22,m,sourcing,Master's & above 3,24,2.0,2,0,69.0,Procurement,region_2,m,sourcing,Bachelor's 1,37,4.0,8,0,90.0,Procurement,region_15,m,other,Master's & above 1,33,5.0,5,0,51.0,Sales & Marketing,region_27,m,other,Bachelor's 1,34,4.0,2,0,57.0,Legal,region_2,f,other,Bachelor's 3,34,3.0,6,0,82.0,Analytics,region_2,f,other,Master's & above 1,30,3.0,5,0,48.0,Sales & Marketing,region_11,m,sourcing,Bachelor's 1,29,5.0,6,0,51.0,Sales & Marketing,region_13,m,sourcing,Bachelor's 1,33,3.0,7,0,51.0,Sales & Marketing,region_10,m,sourcing,Master's & above 1,26,3.0,4,0,58.0,Finance,region_22,m,sourcing,Bachelor's 1,34,1.0,7,0,73.0,Procurement,region_13,m,other,Bachelor's 1,32,3.0,8,0,50.0,Sales & Marketing,region_7,m,sourcing,Bachelor's 1,34,3.0,4,1,53.0,Sales & Marketing,region_8,m,other,Master's & above 1,29,1.0,3,0,87.0,Analytics,region_4,f,sourcing,Bachelor's 1,32,4.0,6,0,58.0,Operations,region_3,f,sourcing,Master's & above 1,26,3.0,2,0,85.0,Analytics,region_13,m,other,Bachelor's 1,35,2.0,2,0,60.0,Operations,region_7,m,other,Bachelor's 2,33,2.0,3,0,50.0,Sales & Marketing,region_15,m,sourcing,Bachelor's 1,31,1.0,4,0,54.0,Sales & Marketing,region_9,m,sourcing,Bachelor's 1,36,3.0,3,0,85.0,R&D,region_13,m,other,Master's & above 1,49,1.0,5,0,72.0,Procurement,region_5,m,sourcing,Master's & above 2,35,4.0,9,0,59.0,Operations,region_4,f,sourcing,Bachelor's 2,29,3.0,6,0,51.0,Sales & Marketing,region_22,m,referred,Bachelor's 1,31,2.0,5,1,95.0,Technology,region_23,m,sourcing,Bachelor's 1,36,3.0,10,0,58.0,Operations,region_27,m,sourcing,Bachelor's 1,26,3.0,2,0,52.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,34,5.0,5,0,60.0,Operations,region_14,f,other,Bachelor's 1,37,3.0,10,0,60.0,Operations,region_7,f,sourcing,Bachelor's 1,35,2.0,9,0,73.0,Procurement,region_4,f,other,Master's & above 1,56,3.0,7,0,82.0,Technology,region_2,m,other,Bachelor's 1,49,3.0,3,0,58.0,Operations,region_27,f,sourcing,Master's & above 1,30,3.0,8,0,85.0,Analytics,region_8,m,sourcing,Bachelor's 1,38,3.0,7,0,52.0,Sales & Marketing,region_25,m,sourcing,Master's & above 2,32,3.0,6,0,57.0,Operations,region_11,m,other,Bachelor's 2,26,4.0,4,0,60.0,Operations,region_7,m,sourcing,Bachelor's 1,27,3.0,2,0,68.0,Procurement,region_2,m,sourcing,Bachelor's 1,38,5.0,5,0,60.0,Operations,region_16,m,other,Master's & above 1,30,3.0,6,0,58.0,Operations,region_22,f,other,Bachelor's 1,53,4.0,14,0,48.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 2,42,3.0,5,0,66.0,Operations,region_4,f,other,Master's & above 1,32,3.0,7,0,46.0,Sales & Marketing,region_26,m,sourcing,Bachelor's 1,42,3.0,4,0,72.0,Procurement,region_26,m,sourcing,Master's & above 1,34,5.0,3,0,70.0,Procurement,region_22,f,sourcing,Master's & above 1,43,2.0,17,0,47.0,Sales & Marketing,region_28,m,sourcing,Master's & above 2,33,3.0,6,0,89.0,Analytics,region_2,f,sourcing,Bachelor's 1,26,4.0,1,0,50.0,Sales & Marketing,region_20,m,other,Bachelor's 1,29,3.0,5,0,82.0,Analytics,region_22,m,other,Bachelor's 1,39,4.0,4,0,56.0,Operations,region_2,f,other,Master's & above 2,26,3.0,4,0,70.0,Procurement,region_7,m,sourcing,Bachelor's 1,27,5.0,3,0,60.0,Operations,region_2,m,other,Bachelor's 2,27,3.0,3,0,69.0,Procurement,region_2,m,other,Bachelor's 1,43,4.0,13,0,60.0,Operations,region_2,m,other,Bachelor's 1,37,2.0,8,0,48.0,HR,region_7,m,sourcing,Bachelor's 1,32,4.0,4,0,55.0,Operations,region_28,m,other,Bachelor's 1,27,3.0,4,0,82.0,Analytics,region_17,m,other,Bachelor's 1,31,5.0,7,0,55.0,Finance,region_12,m,other,Bachelor's 1,31,3.0,7,0,73.0,Technology,region_2,f,referred,Bachelor's 1,35,5.0,9,0,56.0,Operations,region_15,m,other,Master's & above 1,40,5.0,10,0,71.0,Operations,region_4,f,sourcing,Bachelor's 1,38,1.0,3,0,53.0,Sales & Marketing,region_31,m,other,Bachelor's 1,33,3.0,10,0,52.0,Sales & Marketing,region_5,m,other,Bachelor's 1,25,3.0,2,0,83.0,Technology,region_5,f,sourcing,Bachelor's 1,32,5.0,2,0,78.0,Analytics,region_4,m,sourcing,Master's & above 1,35,5.0,7,0,57.0,Finance,region_4,m,sourcing,Master's & above 1,46,4.0,5,0,62.0,Operations,region_22,f,sourcing,Master's & above 1,33,4.0,6,0,51.0,Sales & Marketing,region_9,m,other,Master's & above 1,30,3.0,6,0,79.0,Technology,region_20,m,other,Bachelor's 1,43,3.0,7,0,68.0,Procurement,region_2,m,sourcing,Bachelor's 2,30,5.0,4,0,80.0,Technology,region_19,m,other,Bachelor's 1,55,5.0,4,0,68.0,Procurement,region_2,f,referred,Master's & above 1,38,3.0,9,0,71.0,Operations,region_4,m,sourcing,Master's & above 1,31,3.0,7,0,60.0,Operations,region_7,m,other,Bachelor's 1,28,3.0,2,0,79.0,Analytics,region_28,m,other,Bachelor's 1,30,2.0,6,0,70.0,Procurement,region_2,f,other,Bachelor's 1,31,1.0,3,0,73.0,Procurement,region_30,f,other,Bachelor's 1,37,3.0,11,0,66.0,Procurement,region_7,m,other,Bachelor's 1,45,3.0,7,0,46.0,Sales & Marketing,region_13,m,other,Master's & above 1,34,4.0,6,0,68.0,Procurement,region_15,f,other,Master's & above 1,37,4.0,3,0,58.0,Finance,region_26,m,other,Bachelor's 2,33,3.0,8,0,55.0,Finance,region_2,m,sourcing,Bachelor's 2,32,1.0,9,0,56.0,Sales & Marketing,region_32,m,sourcing,Bachelor's 1,37,5.0,9,0,59.0,Legal,region_27,m,other,Bachelor's 2,33,5.0,6,0,59.0,Operations,region_7,f,other,Master's & above 1,37,3.0,8,0,59.0,Operations,region_22,f,referred,Master's & above 1,42,1.0,3,0,48.0,Sales & Marketing,region_22,m,sourcing,Master's & above 1,28,5.0,2,0,88.0,Analytics,region_21,f,other,Bachelor's 1,31,3.0,7,0,55.0,Sales & Marketing,region_15,f,sourcing,Bachelor's 1,42,3.0,4,0,55.0,Operations,region_19,f,sourcing,Bachelor's 1,39,5.0,3,0,55.0,Operations,region_2,m,other,Master's & above 2,57,3.0,7,0,52.0,Sales & Marketing,region_2,f,other,Master's & above 1,38,4.0,4,0,85.0,Analytics,region_28,m,other,Bachelor's 1,40,2.0,7,0,79.0,Technology,region_11,m,sourcing,Master's & above 2,36,5.0,3,0,50.0,Sales & Marketing,region_19,m,other,Bachelor's 1,25,2.0,4,0,53.0,Sales & Marketing,region_22,f,sourcing,Bachelor's 1,37,5.0,6,0,59.0,Operations,region_19,m,other,Bachelor's 2,27,3.0,3,0,54.0,Sales & Marketing,region_29,m,other,Bachelor's 1,35,3.0,9,0,49.0,Sales & Marketing,region_2,m,referred,Bachelor's 1,35,5.0,4,0,47.0,Sales & Marketing,region_7,m,sourcing,Master's & above 2,32,5.0,2,0,54.0,Sales & Marketing,region_22,m,other,Bachelor's 7,38,5.0,10,0,72.0,Procurement,region_20,m,sourcing,Master's & above 1,35,2.0,8,0,54.0,HR,region_22,m,sourcing,Master's & above 1,28,3.0,5,0,62.0,Finance,region_7,f,sourcing,Bachelor's 1,34,3.0,6,0,48.0,Sales & Marketing,region_3,m,other,Bachelor's 1,33,3.0,10,0,69.0,Operations,region_15,f,sourcing,Bachelor's 2,43,2.0,10,0,52.0,Sales & Marketing,region_2,m,other,Bachelor's 2,26,1.0,2,0,54.0,Sales & Marketing,region_22,m,other,Bachelor's 1,38,1.0,15,0,50.0,Sales & Marketing,region_7,m,sourcing,Bachelor's 1,42,3.0,9,0,82.0,Analytics,region_22,m,other,Master's & above 1,33,3.0,2,0,53.0,Finance,region_25,m,sourcing,Master's & above 1,30,4.0,2,0,48.0,Sales & Marketing,region_22,f,other,Bachelor's 1,38,4.0,7,0,86.0,Analytics,region_22,m,other,Master's & above 1,46,3.0,16,0,58.0,Finance,region_22,m,other,Bachelor's 1,44,5.0,4,0,86.0,Analytics,region_22,m,other,Master's & above 1,27,3.0,5,0,66.0,Procurement,region_14,m,sourcing,Bachelor's 1,37,1.0,2,0,66.0,Operations,region_15,m,other,Master's & above 2,39,3.0,6,0,69.0,Procurement,region_2,f,other,Master's & above 1,32,4.0,8,0,86.0,Analytics,region_2,f,other,Bachelor's 1,26,3.0,3,1,47.0,Sales & Marketing,region_26,m,other,Bachelor's 1,29,3.0,5,0,66.0,Procurement,region_7,f,other,Bachelor's 3,28,2.0,4,0,82.0,Analytics,region_22,f,sourcing,Bachelor's 1,28,3.0,4,0,55.0,Operations,region_9,m,other,Master's & above 1,30,4.0,2,0,48.0,HR,region_7,f,other,Bachelor's 1,34,1.0,7,0,71.0,Procurement,region_13,f,sourcing,Bachelor's 1,44,3.0,5,0,58.0,Legal,region_2,m,sourcing,Bachelor's 1,40,5.0,3,0,68.0,Procurement,region_8,f,sourcing,Master's & above 1,36,3.0,8,0,78.0,Technology,region_19,f,sourcing,Bachelor's 2,41,3.0,4,0,60.0,Operations,region_27,m,sourcing,Bachelor's 1,40,1.0,9,0,84.0,Analytics,region_7,m,other,Bachelor's 1,32,4.0,3,0,62.0,Sales & Marketing,region_13,f,sourcing,Bachelor's 1,46,5.0,13,0,83.0,R&D,region_2,m,sourcing,Master's & above 1,38,5.0,9,0,80.0,Technology,region_2,m,sourcing,Master's & above 1,41,4.0,5,0,57.0,Finance,region_22,m,other,Master's & above 1,35,3.0,5,0,77.0,Technology,region_22,m,other,Bachelor's 1,46,1.0,21,0,81.0,Technology,region_2,f,other,Master's & above 1,31,3.0,7,0,70.0,Procurement,region_24,m,sourcing,Bachelor's 1,33,3.0,3,0,60.0,Operations,region_15,m,referred,Bachelor's 1,58,2.0,17,0,82.0,Technology,region_2,m,other,Master's & above 1,43,3.0,8,0,73.0,Procurement,region_13,f,other,Master's & above 2,27,2.0,3,0,84.0,Analytics,region_26,m,sourcing,Bachelor's 1,38,5.0,7,0,79.0,Technology,region_15,m,sourcing,Bachelor's 1,34,3.0,9,0,68.0,Procurement,region_29,f,other,Master's & above 1,38,5.0,6,0,64.0,HR,region_22,m,other,Master's & above 1,48,5.0,16,0,85.0,Analytics,region_2,m,other,Master's & above 1,32,3.0,8,0,98.0,Sales & Marketing,region_27,m,other,Bachelor's 1,35,5.0,8,0,48.0,HR,region_22,m,sourcing,Master's & above 1,50,4.0,7,0,44.0,Sales & Marketing,region_2,f,sourcing,Master's & above 1,27,1.0,2,0,82.0,Technology,region_2,m,other,Bachelor's 1,31,4.0,4,0,65.0,Operations,region_13,m,other,Bachelor's 1,36,5.0,2,0,69.0,Operations,region_4,f,other,Bachelor's 1,36,3.0,8,0,50.0,Sales & Marketing,region_22,m,other,Master's & above 1,35,4.0,8,0,56.0,Operations,region_14,f,other,Bachelor's 1,27,4.0,3,0,52.0,Sales & Marketing,region_24,m,sourcing,Bachelor's 1,51,5.0,11,0,96.0,Sales & Marketing,region_2,m,referred,Bachelor's 4,25,2.0,2,0,49.0,Sales & Marketing,region_2,m,other,Bachelor's 1,39,5.0,11,0,60.0,Operations,region_15,m,sourcing,Bachelor's 1,44,3.0,5,0,83.0,R&D,region_2,m,sourcing,Master's & above 1,29,4.0,3,0,49.0,Sales & Marketing,region_20,m,other,Bachelor's 1,30,3.0,6,0,66.0,Procurement,region_7,f,other,Master's & above 1,32,3.0,7,0,59.0,Operations,region_2,f,other,Bachelor's 1,39,5.0,10,0,48.0,Sales & Marketing,region_2,m,other,Bachelor's 2,50,3.0,7,0,69.0,Procurement,region_2,f,other,Bachelor's 1,38,4.0,4,0,48.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,51,5.0,10,0,53.0,Sales & Marketing,region_26,m,other,Bachelor's 1,32,3.0,7,0,80.0,Technology,region_7,f,sourcing,Bachelor's 1,43,3.0,4,0,76.0,Procurement,region_22,m,other,Master's & above 1,33,3.0,9,0,50.0,Sales & Marketing,region_7,m,referred,Bachelor's 2,31,2.0,2,0,84.0,Technology,region_16,f,other,Bachelor's 1,34,3.0,5,0,69.0,Procurement,region_6,m,other,Bachelor's 1,30,5.0,7,0,66.0,Procurement,region_2,m,sourcing,Bachelor's 1,25,4.0,3,0,47.0,Sales & Marketing,region_26,m,sourcing,Bachelor's 1,42,5.0,6,0,88.0,Procurement,region_2,f,other,Master's & above 1,31,5.0,5,0,50.0,Sales & Marketing,region_16,m,other,Master's & above 1,38,5.0,8,0,64.0,Operations,region_27,f,other,Master's & above 2,31,4.0,2,0,91.0,Analytics,region_22,m,sourcing,Bachelor's 2,28,5.0,5,0,75.0,Procurement,region_2,m,other,Bachelor's 1,32,3.0,7,0,53.0,Sales & Marketing,region_28,m,other,Master's & above 1,56,3.0,4,0,76.0,Procurement,region_2,m,other,Master's & above 1,35,4.0,9,0,87.0,Analytics,region_22,m,other,Master's & above 1,32,2.0,6,0,49.0,Sales & Marketing,region_13,f,other,Bachelor's 1,51,5.0,2,0,65.0,Operations,region_2,f,sourcing,Master's & above 2,36,4.0,9,0,46.0,Sales & Marketing,region_22,m,other,Master's & above 1,26,3.0,2,0,74.0,Technology,region_31,f,other,Bachelor's 1,39,5.0,6,0,63.0,Operations,region_15,m,sourcing,Master's & above 1,42,5.0,11,0,69.0,Operations,region_7,f,sourcing,Bachelor's 2,39,3.0,3,0,81.0,Technology,region_2,m,referred,Bachelor's 1,38,5.0,8,0,47.0,Sales & Marketing,region_28,m,other,Master's & above 1,31,5.0,7,0,86.0,Analytics,region_2,m,sourcing,Bachelor's 1,28,3.0,5,0,52.0,Sales & Marketing,region_12,m,sourcing,Bachelor's 1,37,4.0,9,0,58.0,Operations,region_16,m,sourcing,Bachelor's 1,43,3.0,15,0,56.0,Operations,region_19,m,sourcing,Bachelor's 1,31,5.0,7,0,85.0,Procurement,region_2,m,other,Bachelor's 2,26,4.0,3,0,86.0,Analytics,region_22,m,sourcing,Bachelor's 1,32,5.0,3,0,51.0,Sales & Marketing,region_19,m,sourcing,Bachelor's 1,29,1.0,6,0,85.0,Analytics,region_22,m,sourcing,Master's & above 1,56,3.0,2,0,51.0,Sales & Marketing,region_16,m,other,Bachelor's 1,33,5.0,7,0,58.0,Operations,region_19,f,other,Bachelor's 1,27,4.0,3,0,86.0,Analytics,region_26,m,other,Bachelor's 2,44,3.0,14,0,71.0,Procurement,region_2,f,sourcing,Bachelor's 2,36,3.0,10,0,62.0,Operations,region_20,m,sourcing,Master's & above 1,37,1.0,3,0,80.0,R&D,region_26,m,sourcing,Bachelor's 1,46,3.0,17,0,47.0,HR,region_2,f,other,Bachelor's 1,36,4.0,7,0,47.0,Sales & Marketing,region_22,m,sourcing,Bachelor's 1,25,4.0,2,0,59.0,Finance,region_7,f,other,Bachelor's 1,34,5.0,7,0,72.0,Procurement,region_2,f,other,Master's & above 1,34,4.0,7,0,64.0,Operations,region_2,f,sourcing,Bachelor's 1,40,3.0,7,0,60.0,Operations,region_27,f,sourcing,Bachelor's 1,32,3.0,7,0,87.0,Analytics,region_11,m,sourcing,Bachelor's 2,33,4.0,4,0,47.0,Sales & Marketing,region_2,m,sourcing,Master's & above 1,36,3.0,2,0,49.0,Sales & Marketing,region_1,f,other,Bachelor's 1,41,3.0,12,0,67.0,Procurement,region_16,f,sourcing,Master's & above 1,26,2.0,2,0,77.0,Technology,region_7,m,referred,Bachelor's 1,32,4.0,6,0,70.0,Procurement,region_11,f,other,Master's & above 1,39,4.0,4,0,78.0,Technology,region_7,f,other,Master's & above 1,40,1.0,9,0,80.0,Technology,region_30,f,sourcing,Master's & above 1,57,4.0,12,0,59.0,Operations,region_7,m,other,Bachelor's 1,31,3.0,9,0,48.0,Sales & Marketing,region_19,m,other,Bachelor's 1,39,4.0,7,0,50.0,Sales & Marketing,region_7,m,sourcing,Bachelor's 1,28,5.0,2,0,57.0,Operations,region_11,m,other,Bachelor's 1,43,2.0,13,0,50.0,Sales & Marketing,region_2,m,other,Bachelor's 1,43,5.0,3,0,60.0,Operations,region_2,f,other,Master's & above 1,30,3.0,3,0,49.0,Sales & Marketing,region_20,m,sourcing,Bachelor's 1,34,4.0,5,0,88.0,R&D,region_28,m,sourcing,Master's & above 1,26,5.0,4,0,81.0,Technology,region_7,m,other,Bachelor's 1,31,5.0,4,0,70.0,Procurement,region_8,f,sourcing,Bachelor's 1,27,3.0,4,0,49.0,Sales & Marketing,region_33,m,other,Bachelor's 2,25,3.0,2,0,82.0,Analytics,region_22,m,other,Bachelor's 1,38,4.0,2,0,79.0,Technology,region_5,f,sourcing,Master's & above 1,43,3.0,12,0,52.0,Sales & Marketing,region_19,m,sourcing,Bachelor's 1,29,4.0,5,0,80.0,Technology,region_26,m,referred,Bachelor's 1,51,2.0,8,0,70.0,Procurement,region_2,f,other,Bachelor's 1,31,3.0,3,0,66.0,Procurement,region_28,f,sourcing,Master's & above 1,30,4.0,4,1,93.0,Sales & Marketing,region_15,m,sourcing,Bachelor's 1,45,5.0,7,0,79.0,Technology,region_14,f,other,Bachelor's 2,34,5.0,2,0,82.0,Technology,region_15,m,sourcing,Bachelor's 1,29,5.0,4,0,52.0,Sales & Marketing,region_11,m,sourcing,Bachelor's 1,34,4.0,4,0,54.0,HR,region_23,f,sourcing,Master's & above 2,34,3.0,5,0,88.0,Analytics,region_34,m,sourcing,Bachelor's 4,34,3.0,8,0,70.0,Procurement,region_2,m,other,Bachelor's 1,26,1.0,2,0,49.0,Sales & Marketing,region_32,m,sourcing,Bachelor's 2,28,3.0,3,0,68.0,Procurement,region_2,m,sourcing,Bachelor's 2,38,1.0,5,1,57.0,Finance,region_2,m,sourcing,Master's & above 1,32,3.0,4,0,49.0,Sales & Marketing,region_23,f,sourcing,Master's & above 1,44,3.0,8,0,65.0,Operations,region_2,m,other,Master's & above 1,28,3.0,2,0,49.0,HR,region_31,f,other,Bachelor's 2,29,4.0,3,0,82.0,Analytics,region_4,m,other,Bachelor's 1,27,3.0,2,0,67.0,Procurement,region_24,m,other,Bachelor's 1,28,3.0,3,0,56.0,Operations,region_10,m,sourcing,Bachelor's 1,49,4.0,18,0,60.0,Operations,region_6,f,other,Bachelor's 1,33,5.0,6,0,43.0,Sales & Marketing,region_23,m,other,Bachelor's 2,34,3.0,3,0,57.0,Legal,region_31,m,sourcing,Bachelor's 1,49,1.0,5,0,68.0,Procurement,region_2,m,other,Bachelor's 1,52,5.0,13,0,47.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,32,5.0,9,0,47.0,HR,region_31,m,sourcing,Master's & above 1,31,4.0,2,0,52.0,Sales & Marketing,region_29,f,sourcing,Master's & above 1,28,4.0,3,0,62.0,Finance,region_26,m,other,Bachelor's 1,39,4.0,6,0,77.0,Technology,region_7,m,other,Master's & above 3,34,3.0,3,0,80.0,Technology,region_4,m,sourcing,Master's & above 1,50,5.0,11,0,59.0,Operations,region_27,f,sourcing,Bachelor's 1,45,3.0,15,0,60.0,Operations,region_2,f,sourcing,Master's & above 1,37,3.0,3,0,58.0,Legal,region_11,m,sourcing,Bachelor's 1,25,3.0,2,1,53.0,Sales & Marketing,region_17,m,other,Bachelor's 1,31,3.0,5,0,64.0,Finance,region_16,m,other,Bachelor's 1,46,4.0,8,0,52.0,HR,region_2,m,sourcing,Bachelor's 1,31,1.0,6,0,87.0,Analytics,region_27,m,sourcing,Bachelor's 1,36,3.0,2,0,58.0,Operations,region_32,m,other,Bachelor's 1,32,2.0,9,0,67.0,Procurement,region_26,m,other,Bachelor's 1,49,5.0,5,0,72.0,Procurement,region_13,f,sourcing,Master's & above 2,33,3.0,6,0,86.0,Analytics,region_7,m,other,Bachelor's 2,32,5.0,5,0,58.0,Finance,region_22,m,sourcing,Master's & above 1,31,4.0,2,0,57.0,Operations,region_22,m,other,Bachelor's 1,28,2.0,2,0,49.0,Sales & Marketing,region_7,m,sourcing,Bachelor's 1,45,5.0,12,0,65.0,Operations,region_22,m,other,Master's & above 3,29,2.0,3,0,52.0,Sales & Marketing,region_2,m,other,Bachelor's 1,31,4.0,2,0,55.0,Operations,region_7,m,other,Master's & above 1,39,4.0,11,0,73.0,Procurement,region_2,m,other,Master's & above 4,26,3.0,3,0,69.0,Procurement,region_22,f,other,Bachelor's 1,34,5.0,5,0,50.0,Sales & Marketing,region_27,m,other,Bachelor's 1,32,4.0,9,0,49.0,Sales & Marketing,region_22,f,other,Master's & above 1,37,5.0,7,0,60.0,Operations,region_27,f,sourcing,Bachelor's 1,27,1.0,3,0,53.0,Sales & Marketing,region_30,m,sourcing,Bachelor's 1,40,3.0,10,0,60.0,Operations,region_22,m,sourcing,Master's & above 1,29,3.0,2,0,49.0,Sales & Marketing,region_31,f,sourcing,Bachelor's 1,28,1.0,5,0,80.0,Technology,region_2,m,sourcing,Bachelor's 2,33,3.0,3,0,62.0,Operations,region_16,m,other,Bachelor's 1,37,5.0,9,0,60.0,Operations,region_13,m,sourcing,Bachelor's 1,29,4.0,4,0,49.0,HR,region_2,m,other,Bachelor's 2,39,3.0,8,0,72.0,Procurement,region_2,f,other,Bachelor's 1,34,3.0,4,0,83.0,Analytics,region_16,m,other,Master's & above 2,33,3.0,3,0,70.0,Procurement,region_7,m,other,Bachelor's 1,25,2.0,3,0,65.0,Sales & Marketing,region_27,m,other,Bachelor's 1,32,5.0,3,0,51.0,Sales & Marketing,region_22,m,other,Bachelor's 2,39,5.0,10,0,63.0,Sales & Marketing,region_11,m,sourcing,Master's & above 1,35,2.0,8,0,51.0,HR,region_2,m,sourcing,Master's & above 1,60,1.0,12,0,55.0,Sales & Marketing,region_2,f,other,Master's & above 1,40,1.0,3,0,82.0,Technology,region_2,f,sourcing,Master's & above 1,35,2.0,4,0,68.0,Procurement,region_7,m,sourcing,Master's & above 1,35,5.0,5,0,89.0,Analytics,region_34,m,sourcing,Bachelor's 1,39,1.0,11,0,67.0,Procurement,region_2,m,sourcing,Bachelor's 1,53,4.0,18,0,74.0,Procurement,region_2,m,other,Bachelor's 2,27,5.0,2,0,52.0,Sales & Marketing,region_7,m,sourcing,Bachelor's 1,32,2.0,9,0,74.0,Procurement,region_13,m,sourcing,Bachelor's 1,42,1.0,5,0,69.0,Procurement,region_2,f,other,Master's & above 1,40,4.0,9,0,60.0,Operations,region_7,f,other,Bachelor's 1,28,5.0,4,0,84.0,Analytics,region_32,m,other,Bachelor's 1,43,3.0,14,0,53.0,Sales & Marketing,region_26,m,other,Bachelor's 1,38,1.0,7,0,50.0,Sales & Marketing,region_22,m,sourcing,Bachelor's 1,31,5.0,7,0,80.0,Analytics,region_22,f,other,Bachelor's 1,41,4.0,8,1,93.0,Technology,region_7,f,other,Master's & above 1,27,3.0,2,0,53.0,Finance,region_22,m,sourcing,Bachelor's 2,34,3.0,5,0,76.0,Technology,region_2,m,other,Master's & above 1,26,4.0,4,0,83.0,Analytics,region_13,m,other,Bachelor's 2,31,4.0,5,0,62.0,Operations,region_2,m,sourcing,Master's & above 2,29,3.0,2,0,58.0,Operations,region_31,m,sourcing,Bachelor's 2,53,5.0,17,0,50.0,Sales & Marketing,region_2,m,sourcing,Master's & above 1,39,5.0,8,0,58.0,Operations,region_27,f,other,Bachelor's 1,33,3.0,8,0,57.0,Operations,region_2,f,other,Bachelor's 1,30,1.0,6,1,46.0,Sales & Marketing,region_24,f,sourcing,Bachelor's 1,32,5.0,7,0,59.0,Operations,region_15,m,other,Bachelor's 1,31,2.0,6,0,46.0,Sales & Marketing,region_10,f,sourcing,Master's & above 3,34,3.0,7,0,47.0,Sales & Marketing,region_4,m,sourcing,Master's & above 1,34,3.0,4,0,77.0,Technology,region_5,m,other,Bachelor's 3,27,5.0,2,0,83.0,R&D,region_26,m,sourcing,Bachelor's 1,40,4.0,6,0,57.0,Finance,region_2,m,sourcing,Bachelor's 1,37,5.0,10,0,52.0,Sales & Marketing,region_22,m,other,Bachelor's 1,36,4.0,7,0,75.0,Technology,region_27,f,other,Bachelor's 1,45,3.0,5,0,50.0,Sales & Marketing,region_3,m,sourcing,Bachelor's 2,45,3.0,2,0,55.0,Finance,region_2,m,other,Bachelor's 1,45,3.0,7,0,89.0,Analytics,region_22,m,other,Master's & above 1,35,3.0,3,0,57.0,Operations,region_16,f,other,Bachelor's 1,45,2.0,6,0,65.0,Operations,region_6,f,sourcing,Master's & above 1,29,3.0,9,0,58.0,Operations,region_32,f,other,Bachelor's 1,50,1.0,7,0,55.0,Operations,region_15,m,other,Bachelor's 1,34,3.0,8,0,62.0,Operations,region_2,m,other,Bachelor's 1,36,1.0,8,0,49.0,HR,region_10,m,other,Master's & above 1,36,5.0,3,0,49.0,Sales & Marketing,region_33,m,sourcing,Master's & above 1,40,1.0,12,1,91.0,Operations,region_22,f,sourcing,Bachelor's 2,36,5.0,4,0,57.0,Operations,region_22,m,sourcing,Bachelor's 2,31,4.0,4,0,71.0,Procurement,region_19,m,sourcing,Bachelor's 2,27,5.0,2,0,79.0,Technology,region_2,f,referred,Bachelor's 1,44,5.0,4,0,60.0,Operations,region_16,m,sourcing,Bachelor's 1,30,3.0,3,0,79.0,Technology,region_5,m,sourcing,Bachelor's 1,38,3.0,9,0,81.0,Technology,region_2,f,other,Master's & above 1,35,5.0,8,0,88.0,Procurement,region_30,f,sourcing,Master's & above 1,27,5.0,4,0,51.0,HR,region_2,m,sourcing,Bachelor's 1,38,2.0,5,0,63.0,Procurement,region_2,m,other,Bachelor's 1,29,2.0,3,0,51.0,Sales & Marketing,region_23,m,sourcing,Bachelor's 1,34,3.0,8,0,59.0,Operations,region_23,f,other,Master's & above 1,48,3.0,11,0,86.0,Analytics,region_2,m,sourcing,Bachelor's 1,29,3.0,4,0,76.0,Technology,region_27,m,other,Bachelor's 1,36,1.0,9,0,48.0,Sales & Marketing,region_15,m,sourcing,Bachelor's 1,31,3.0,7,0,47.0,Sales & Marketing,region_29,f,other,Bachelor's 3,31,3.0,5,0,69.0,Procurement,region_2,m,other,Bachelor's 1,28,3.0,3,0,52.0,Sales & Marketing,region_32,m,other,Bachelor's 1,24,3.0,1,0,66.0,Operations,region_6,f,sourcing,Bachelor's 1,29,3.0,6,0,57.0,Operations,region_15,m,other,Bachelor's 2,33,3.0,5,0,49.0,Sales & Marketing,region_31,f,sourcing,Bachelor's 1,32,1.0,5,0,48.0,Sales & Marketing,region_7,m,other,Bachelor's 3,51,3.0,19,0,69.0,Procurement,region_2,m,other,Master's & above 1,38,3.0,8,0,52.0,Sales & Marketing,region_12,m,other,Master's & above 1,55,3.0,7,0,82.0,Technology,region_2,f,referred,Master's & above 1,30,2.0,3,0,75.0,Operations,region_12,f,other,Bachelor's 1,38,1.0,3,0,80.0,Technology,region_11,f,sourcing,Bachelor's 3,37,5.0,3,0,84.0,R&D,region_26,m,other,Bachelor's 1,28,2.0,3,0,49.0,Sales & Marketing,region_34,m,sourcing,Bachelor's 1,31,5.0,5,0,51.0,Sales & Marketing,region_25,m,other,Bachelor's 1,27,4.0,5,0,48.0,Sales & Marketing,region_6,m,other,Bachelor's 2,50,5.0,7,0,54.0,Operations,region_2,f,sourcing,Bachelor's 1,38,3.0,11,0,68.0,Operations,region_25,f,other,Master's & above 1,41,4.0,6,0,68.0,Procurement,region_26,f,other,Bachelor's 1,34,3.0,8,0,52.0,Sales & Marketing,region_1,m,other,Bachelor's 1,36,4.0,8,0,81.0,Technology,region_16,f,other,Master's & above 1,32,5.0,4,0,60.0,Operations,region_32,f,other,Master's & above 1,34,5.0,3,0,70.0,Procurement,region_23,f,sourcing,Master's & above 3,27,5.0,2,0,86.0,R&D,region_2,m,other,Bachelor's 1,25,3.0,1,0,62.0,Operations,region_5,f,other,Bachelor's 2,31,4.0,3,0,80.0,Technology,region_4,f,sourcing,Bachelor's 1,45,5.0,6,0,74.0,Procurement,region_2,m,other,Bachelor's 1,33,5.0,9,0,62.0,Operations,region_8,m,sourcing,Bachelor's 1,27,3.0,5,0,85.0,R&D,region_8,m,other,Master's & above 1,35,1.0,3,0,49.0,Sales & Marketing,region_22,f,other,Bachelor's 1,36,4.0,7,0,78.0,R&D,region_22,m,sourcing,Master's & above 4,42,1.0,18,0,46.0,Sales & Marketing,region_2,m,other,Master's & above 1,36,5.0,11,0,51.0,Sales & Marketing,region_13,m,sourcing,Master's & above 1,33,3.0,2,0,93.0,Sales & Marketing,region_1,f,other,Master's & above 1,32,1.0,3,0,82.0,Technology,region_11,m,sourcing,Bachelor's 2,28,3.0,4,0,58.0,Operations,region_2,m,other,Bachelor's 1,29,1.0,7,0,47.0,Sales & Marketing,region_30,m,other,Bachelor's 1,38,3.0,4,0,85.0,Technology,region_15,m,sourcing,Master's & above 2,31,5.0,4,0,50.0,Sales & Marketing,region_13,m,sourcing,Master's & above 2,26,3.0,2,0,62.0,Finance,region_27,m,sourcing,Bachelor's 1,47,3.0,9,0,49.0,Sales & Marketing,region_2,m,other,Master's & above 2,40,3.0,6,0,73.0,Procurement,region_21,m,other,Bachelor's 1,29,3.0,6,0,47.0,Sales & Marketing,region_5,m,other,Bachelor's 1,53,5.0,6,0,93.0,Analytics,region_2,m,sourcing,Master's & above 1,32,3.0,2,0,53.0,Sales & Marketing,region_7,f,sourcing,Bachelor's 2,44,5.0,13,0,58.0,Legal,region_2,m,other,Bachelor's 1,36,2.0,3,0,68.0,Procurement,region_7,m,sourcing,Bachelor's 1,35,3.0,6,0,81.0,R&D,region_22,m,other,Master's & above 1,41,1.0,14,0,82.0,Analytics,region_19,m,other,Bachelor's 2,30,3.0,4,0,86.0,Analytics,region_20,m,sourcing,Bachelor's 1,53,3.0,15,0,92.0,Technology,region_2,f,sourcing,Master's & above 2,30,3.0,6,0,65.0,Procurement,region_5,m,other,Bachelor's 1,36,4.0,5,0,84.0,R&D,region_15,m,other,Bachelor's 1,27,3.0,3,0,83.0,Technology,region_10,f,sourcing,Bachelor's 1,36,2.0,9,0,59.0,Operations,region_15,m,sourcing,Bachelor's 2,27,3.0,5,1,88.0,Analytics,region_31,m,other,Bachelor's 1,56,2.0,16,0,79.0,Technology,region_2,f,sourcing,Master's & above 2,38,3.0,10,0,51.0,Sales & Marketing,region_27,f,sourcing,Bachelor's 1,32,1.0,6,0,57.0,Operations,region_19,m,other,Bachelor's 1,37,4.0,4,0,64.0,Procurement,region_16,f,sourcing,Bachelor's 1,26,1.0,4,0,86.0,Analytics,region_7,m,sourcing,Bachelor's 1,31,4.0,3,0,72.0,Procurement,region_15,m,sourcing,Bachelor's 1,34,1.0,7,0,58.0,Operations,region_22,m,referred,Master's & above 2,34,3.0,6,0,78.0,Technology,region_2,m,other,Bachelor's 1,34,5.0,6,0,60.0,Operations,region_4,f,sourcing,Master's & above 2,41,4.0,3,0,62.0,Finance,region_2,m,other,Bachelor's 1,56,4.0,14,0,85.0,Analytics,region_2,m,other,Bachelor's 1,30,3.0,3,0,59.0,Operations,region_8,f,other,Bachelor's 1,25,1.0,3,0,78.0,Technology,region_6,m,other,Bachelor's 1,29,3.0,2,0,50.0,HR,region_32,f,other,Bachelor's 1,39,5.0,3,0,48.0,Sales & Marketing,region_15,m,other,Master's & above 1,39,4.0,8,0,50.0,Sales & Marketing,region_7,f,other,Master's & above 1,28,2.0,2,0,58.0,Operations,region_31,m,sourcing,Bachelor's 1,44,4.0,5,0,57.0,Operations,region_19,m,other,Bachelor's 1,56,1.0,33,0,54.0,Operations,region_2,m,sourcing,Master's & above 2,27,1.0,3,0,48.0,Sales & Marketing,region_23,m,other,Bachelor's 1,33,1.0,5,0,48.0,Sales & Marketing,region_7,m,sourcing,Bachelor's 1,31,5.0,2,0,49.0,Sales & Marketing,region_6,m,sourcing,Bachelor's 1,35,1.0,7,0,51.0,Sales & Marketing,region_14,m,sourcing,Master's & above 1,34,3.0,4,0,69.0,Procurement,region_14,m,other,Bachelor's 1,37,1.0,9,0,60.0,Legal,region_22,m,sourcing,Master's & above 1,24,5.0,2,0,51.0,Sales & Marketing,region_7,m,other,Bachelor's 1,31,4.0,7,0,59.0,Legal,region_16,m,other,Bachelor's 4,27,3.0,6,0,47.0,Sales & Marketing,region_22,m,sourcing,Bachelor's 1,41,1.0,12,0,70.0,Procurement,region_13,m,other,Master's & above 1,31,5.0,5,0,83.0,R&D,region_7,m,other,Bachelor's 1,32,4.0,10,0,82.0,Technology,region_23,f,sourcing,Master's & above 1,30,2.0,7,0,98.0,Analytics,region_11,m,other,Bachelor's 1,37,3.0,8,0,51.0,Sales & Marketing,region_14,m,other,Master's & above 1,41,3.0,10,0,51.0,Sales & Marketing,region_14,m,sourcing,Master's & above 1,35,3.0,9,0,92.0,Technology,region_2,f,other,Bachelor's 1,40,1.0,12,0,52.0,Sales & Marketing,region_23,m,sourcing,Master's & above 1,31,4.0,6,0,66.0,Sales & Marketing,region_13,f,sourcing,Bachelor's 1,34,5.0,7,0,92.0,Sales & Marketing,region_4,f,sourcing,Master's & above 2,46,3.0,6,0,48.0,Sales & Marketing,region_2,m,other,Master's & above 1,33,5.0,3,0,78.0,Technology,region_2,m,other,Bachelor's 1,25,3.0,2,0,66.0,Procurement,region_2,f,sourcing,Bachelor's 2,47,5.0,19,0,70.0,Procurement,region_2,m,other,Master's & above 1,38,4.0,14,0,46.0,Sales & Marketing,region_22,m,sourcing,Bachelor's 1,28,3.0,2,0,51.0,Sales & Marketing,region_34,m,other,Bachelor's 1,36,4.0,5,0,54.0,Operations,region_15,m,sourcing,Bachelor's 1,29,3.0,3,0,60.0,Operations,region_31,m,sourcing,Bachelor's 1,52,3.0,7,0,49.0,Sales & Marketing,region_16,m,other,Bachelor's 1,45,4.0,18,0,59.0,Operations,region_4,f,other,Master's & above 1,30,3.0,8,0,74.0,Procurement,region_8,m,other,Bachelor's 1,30,3.0,6,0,78.0,Technology,region_19,m,other,Bachelor's 1,39,2.0,5,0,67.0,Procurement,region_22,m,other,Bachelor's 1,36,1.0,5,0,66.0,Operations,region_19,f,other,Bachelor's 1,37,1.0,2,0,49.0,Sales & Marketing,region_26,m,sourcing,Bachelor's 1,34,1.0,5,0,46.0,Sales & Marketing,region_2,m,other,Bachelor's 1,36,4.0,7,0,68.0,Procurement,region_2,f,sourcing,Master's & above 2,33,1.0,8,0,81.0,Analytics,region_22,m,other,Master's & above 1,28,4.0,3,0,79.0,Technology,region_5,f,other,Bachelor's 1,39,3.0,4,0,47.0,Sales & Marketing,region_2,f,sourcing,Master's & above 1,40,3.0,4,0,75.0,Technology,region_31,m,sourcing,Master's & above 1,38,1.0,8,0,70.0,Procurement,region_34,m,other,Master's & above 1,30,5.0,3,0,47.0,HR,region_20,f,sourcing,Bachelor's 1,35,5.0,6,0,55.0,Sales & Marketing,region_11,m,sourcing,Bachelor's 1,44,3.0,3,0,68.0,Procurement,region_7,f,other,Master's & above 3,27,5.0,4,0,59.0,Operations,region_1,f,sourcing,Bachelor's 1,31,5.0,6,0,51.0,Sales & Marketing,region_23,m,other,Bachelor's 1,31,5.0,6,0,57.0,Operations,region_23,f,other,Bachelor's 1,28,4.0,2,0,58.0,Legal,region_22,m,sourcing,Bachelor's 2,35,3.0,3,0,41.0,Sales & Marketing,region_20,m,other,Bachelor's 2,43,4.0,5,0,80.0,Technology,region_2,f,sourcing,Bachelor's 1,28,5.0,2,0,43.0,Sales & Marketing,region_26,f,other,Bachelor's 1,32,4.0,6,0,83.0,Technology,region_7,f,sourcing,Master's & above 1,34,4.0,3,0,80.0,Technology,region_14,m,other,Bachelor's 2,27,3.0,4,0,85.0,Analytics,region_11,m,other,Bachelor's 1,57,3.0,29,0,52.0,HR,region_2,m,sourcing,Master's & above 1,33,4.0,6,0,51.0,Sales & Marketing,region_26,m,other,Bachelor's 1,36,4.0,7,0,72.0,Procurement,region_25,m,sourcing,Master's & above 1,35,5.0,3,0,69.0,Procurement,region_30,m,sourcing,Master's & above 1,29,4.0,5,0,51.0,Sales & Marketing,region_28,m,sourcing,Bachelor's 1,36,1.0,6,0,51.0,Sales & Marketing,region_13,f,other,Bachelor's 1,25,5.0,2,0,50.0,HR,region_13,m,sourcing,Bachelor's 1,35,1.0,5,0,53.0,Sales & Marketing,region_7,f,other,Master's & above 2,33,4.0,7,0,91.0,Analytics,region_7,m,other,Master's & above 1,51,2.0,16,0,60.0,Operations,region_2,f,other,Bachelor's 1,37,5.0,4,0,63.0,Operations,region_22,f,sourcing,Bachelor's 6,43,1.0,3,0,47.0,Sales & Marketing,region_2,m,other,Master's & above 1,29,1.0,6,0,48.0,HR,region_4,m,other,Bachelor's 2,29,5.0,2,0,56.0,Operations,region_2,f,other,Bachelor's 1,52,5.0,19,0,83.0,Procurement,region_7,f,other,Master's & above 2,38,2.0,3,0,48.0,Sales & Marketing,region_25,m,sourcing,Master's & above 1,43,2.0,4,0,65.0,Operations,region_4,f,other,Master's & above 2,31,3.0,3,0,83.0,Technology,region_5,m,other,Master's & above 2,28,3.0,3,0,86.0,Analytics,region_7,m,sourcing,Bachelor's 2,39,4.0,12,0,81.0,R&D,region_2,m,other,Master's & above 1,32,4.0,9,0,47.0,HR,region_2,m,other,Bachelor's 1,31,2.0,2,0,60.0,Legal,region_22,m,sourcing,Bachelor's 1,26,3.0,3,0,81.0,Analytics,region_11,m,other,Bachelor's 2,32,3.0,2,0,83.0,Analytics,region_24,m,other,Bachelor's 1,41,3.0,7,0,60.0,Operations,region_7,m,other,Master's & above 1,42,3.0,5,0,80.0,Technology,region_17,m,other,Master's & above 2,29,3.0,3,0,70.0,Procurement,region_7,m,sourcing,Bachelor's 1,30,5.0,2,0,59.0,Legal,region_27,m,other,Bachelor's 1,39,5.0,11,0,85.0,Analytics,region_7,m,other,Master's & above 1,33,5.0,5,0,47.0,Sales & Marketing,region_28,f,other,Master's & above 1,55,4.0,24,0,76.0,Technology,region_2,f,sourcing,Master's & above 1,26,4.0,2,0,48.0,Sales & Marketing,region_15,f,sourcing,Bachelor's 1,51,3.0,6,0,82.0,Technology,region_2,m,sourcing,Bachelor's 1,26,2.0,3,0,48.0,HR,region_22,m,other,Bachelor's 1,25,2.0,4,0,78.0,Technology,region_2,m,other,Bachelor's 1,38,3.0,12,0,80.0,Technology,region_13,f,sourcing,Master's & above 1,41,4.0,9,0,64.0,Operations,region_23,f,other,Master's & above 1,31,1.0,5,0,51.0,Sales & Marketing,region_2,m,other,Bachelor's 1,50,3.0,11,0,72.0,Procurement,region_17,f,other,Bachelor's 2,46,2.0,5,0,48.0,Sales & Marketing,region_2,f,other,Bachelor's 1,36,5.0,8,0,58.0,Operations,region_2,m,other,Bachelor's 1,29,3.0,3,0,63.0,Legal,region_29,m,sourcing,Bachelor's 1,31,5.0,5,0,80.0,Technology,region_31,m,sourcing,Bachelor's 1,30,5.0,4,0,47.0,Sales & Marketing,region_16,m,sourcing,Bachelor's 1,40,3.0,6,0,68.0,Procurement,region_14,m,other,Bachelor's 1,35,5.0,9,0,53.0,Sales & Marketing,region_22,f,other,Bachelor's 1,34,5.0,9,0,59.0,Operations,region_2,m,other,Bachelor's 1,52,2.0,18,0,62.0,Operations,region_2,f,other,Bachelor's 1,27,4.0,4,0,64.0,Operations,region_8,m,other,Bachelor's 1,31,3.0,4,0,83.0,Technology,region_22,m,referred,Bachelor's 1,24,3.0,2,0,54.0,HR,region_22,m,other,Bachelor's 1,32,3.0,3,0,58.0,Operations,region_8,f,other,Bachelor's 2,30,3.0,7,0,54.0,Sales & Marketing,region_7,m,other,Bachelor's 1,38,1.0,7,0,84.0,Technology,region_2,f,other,Master's & above 1,39,5.0,7,0,80.0,Technology,region_2,m,other,Bachelor's 1,46,3.0,4,0,59.0,Operations,region_7,m,sourcing,Bachelor's 1,33,5.0,3,0,51.0,Sales & Marketing,region_13,m,sourcing,Master's & above 1,27,3.0,2,0,75.0,Analytics,region_8,f,other,Bachelor's 1,39,3.0,11,0,46.0,Sales & Marketing,region_4,m,other,Bachelor's 1,40,5.0,7,0,87.0,Analytics,region_28,m,sourcing,Bachelor's 1,29,2.0,3,0,48.0,Sales & Marketing,region_14,m,other,Bachelor's 2,33,3.0,4,0,82.0,R&D,region_7,m,sourcing,Master's & above 1,47,4.0,4,0,81.0,R&D,region_2,m,other,Master's & above 1,41,5.0,13,0,80.0,Procurement,region_2,m,referred,Master's & above 1,29,5.0,3,0,51.0,Sales & Marketing,region_7,f,other,Bachelor's 1,42,4.0,9,0,51.0,Sales & Marketing,region_2,f,sourcing,Bachelor's 3,31,5.0,5,0,56.0,Operations,region_7,f,other,Bachelor's 1,40,4.0,4,0,62.0,Operations,region_27,f,other,Bachelor's 1,29,5.0,3,0,50.0,Sales & Marketing,region_22,f,sourcing,Bachelor's 1,33,5.0,3,0,53.0,Sales & Marketing,region_15,m,sourcing,Bachelor's 2,31,1.0,1,0,76.0,Procurement,region_15,f,other,Bachelor's 1,38,4.0,12,0,84.0,Analytics,region_19,m,other,Bachelor's 1,30,3.0,2,0,81.0,Analytics,region_29,m,sourcing,Bachelor's 1,31,1.0,6,0,50.0,HR,region_11,f,other,Bachelor's 1,59,3.0,4,0,65.0,Procurement,region_2,f,other,Master's & above 1,35,3.0,5,0,87.0,R&D,region_22,m,sourcing,Master's & above 1,40,5.0,12,0,62.0,Finance,region_2,m,other,Bachelor's 1,50,3.0,6,0,82.0,Analytics,region_2,m,sourcing,Bachelor's 1,34,4.0,3,0,49.0,Sales & Marketing,region_25,m,sourcing,Bachelor's 2,57,5.0,6,0,88.0,Analytics,region_2,m,sourcing,Bachelor's 2,27,1.0,2,0,70.0,Procurement,region_34,m,other,Bachelor's 1,49,5.0,17,0,50.0,Sales & Marketing,region_31,m,sourcing,Master's & above 1,33,4.0,4,0,63.0,Operations,region_31,m,other,Bachelor's 3,60,3.0,15,0,52.0,Sales & Marketing,region_2,f,other,Bachelor's 1,35,3.0,3,0,53.0,Sales & Marketing,region_24,m,sourcing,Bachelor's 1,33,5.0,2,0,79.0,Technology,region_2,m,referred,Bachelor's 1,26,4.0,2,0,86.0,Analytics,region_31,m,sourcing,Bachelor's 1,38,4.0,9,0,49.0,Sales & Marketing,region_10,m,other,Master's & above 1,26,2.0,4,0,62.0,Operations,region_29,m,other,Bachelor's 1,27,1.0,2,0,53.0,Operations,region_31,m,sourcing,Bachelor's 1,34,5.0,5,1,66.0,Sales & Marketing,region_2,m,sourcing,Master's & above 1,44,2.0,13,0,47.0,Sales & Marketing,region_28,m,sourcing,Bachelor's 2,49,2.0,8,0,53.0,Sales & Marketing,region_2,m,sourcing,Master's & above 1,28,3.0,2,0,81.0,Analytics,region_26,f,sourcing,Bachelor's 2,25,5.0,3,0,63.0,Finance,region_2,m,sourcing,Bachelor's 1,28,3.0,5,0,71.0,Procurement,region_33,f,other,Bachelor's 1,28,2.0,2,0,58.0,Operations,region_29,m,other,Bachelor's 1,32,3.0,9,0,59.0,Operations,region_9,m,sourcing,Bachelor's 1,29,4.0,3,0,71.0,Procurement,region_2,f,sourcing,Bachelor's 1,42,3.0,13,0,78.0,Technology,region_17,m,other,Master's & above 4,33,3.0,3,0,66.0,Operations,region_2,m,other,Bachelor's 1,24,4.0,2,0,81.0,Technology,region_2,f,sourcing,Bachelor's 2,29,3.0,2,0,71.0,Procurement,region_22,m,other,Bachelor's 1,26,1.0,2,0,48.0,Sales & Marketing,region_6,f,sourcing,Bachelor's 1,32,3.0,5,0,76.0,Technology,region_14,m,sourcing,Bachelor's 1,27,5.0,3,0,49.0,Sales & Marketing,region_29,m,sourcing,Bachelor's 2,30,2.0,3,0,51.0,Sales & Marketing,region_2,f,other,Bachelor's 1,27,3.0,4,0,63.0,Operations,region_12,f,other,Bachelor's 1,44,5.0,17,0,60.0,Operations,region_2,m,sourcing,Master's & above 1,31,5.0,5,0,64.0,Operations,region_2,m,other,Master's & above 1,30,1.0,4,0,83.0,R&D,region_22,m,other,Bachelor's 1,49,4.0,17,0,65.0,Legal,region_2,m,other,Bachelor's 1,28,3.0,6,0,85.0,Technology,region_2,m,other,Bachelor's 1,30,3.0,8,0,69.0,Procurement,region_10,f,other,Master's & above 2,41,3.0,12,0,62.0,Operations,region_22,m,other,Master's & above 1,60,5.0,6,0,50.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,31,5.0,5,0,67.0,Procurement,region_2,m,sourcing,Bachelor's 2,30,5.0,8,0,50.0,Sales & Marketing,region_10,m,sourcing,Bachelor's 1,38,3.0,10,0,59.0,Operations,region_22,m,sourcing,Bachelor's 1,38,3.0,9,0,69.0,Procurement,region_17,f,other,Master's & above 2,33,4.0,6,0,47.0,Sales & Marketing,region_1,f,other,Master's & above 1,32,3.0,9,0,81.0,Technology,region_29,m,other,Bachelor's 1,33,4.0,4,0,59.0,Operations,region_14,m,other,Master's & above 2,42,5.0,6,0,52.0,Sales & Marketing,region_2,f,sourcing,Bachelor's 1,27,4.0,2,0,80.0,Technology,region_22,m,other,Bachelor's 1,45,3.0,2,0,68.0,Procurement,region_7,m,sourcing,Master's & above 1,34,4.0,5,0,57.0,Operations,region_32,m,other,Bachelor's 1,51,5.0,22,0,62.0,Operations,region_2,m,sourcing,Bachelor's 1,39,5.0,10,0,51.0,Sales & Marketing,region_13,m,other,Master's & above 1,26,3.0,3,0,52.0,Sales & Marketing,region_11,m,sourcing,Bachelor's 1,31,3.0,2,0,46.0,Sales & Marketing,region_15,m,sourcing,Bachelor's 2,30,5.0,7,0,85.0,Analytics,region_13,f,sourcing,Bachelor's 1,37,4.0,3,0,49.0,Sales & Marketing,region_15,m,other,Bachelor's 2,31,3.0,4,0,71.0,Procurement,region_31,f,sourcing,Bachelor's 1,27,3.0,5,0,85.0,Technology,region_4,f,other,Bachelor's 1,33,5.0,2,0,54.0,Sales & Marketing,region_29,m,sourcing,Bachelor's 1,34,3.0,10,0,54.0,Sales & Marketing,region_2,m,other,Bachelor's 3,40,3.0,6,0,77.0,Technology,region_7,f,other,Master's & above 1,28,5.0,2,0,59.0,Operations,region_22,m,sourcing,Bachelor's 1,56,5.0,5,0,63.0,Finance,region_2,m,other,Bachelor's 2,33,5.0,4,0,60.0,Operations,region_7,f,other,Bachelor's 1,36,5.0,7,0,54.0,Sales & Marketing,region_25,m,other,Bachelor's 3,27,3.0,5,0,76.0,Technology,region_22,m,other,Bachelor's 1,29,4.0,5,0,60.0,Operations,region_7,f,other,Bachelor's 1,52,3.0,20,0,66.0,Procurement,region_2,f,other,Bachelor's 1,32,5.0,3,0,81.0,Technology,region_16,f,sourcing,Bachelor's 1,55,5.0,10,0,83.0,Analytics,region_2,m,other,Bachelor's 1,45,3.0,4,0,47.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,37,3.0,10,0,53.0,Sales & Marketing,region_26,m,other,Master's & above 1,35,3.0,8,0,80.0,Technology,region_22,f,other,Bachelor's 1,54,1.0,6,0,56.0,Operations,region_2,f,sourcing,Bachelor's 1,26,5.0,5,0,52.0,Sales & Marketing,region_6,m,sourcing,Bachelor's 1,33,3.0,3,0,67.0,Procurement,region_15,m,sourcing,Master's & above 1,50,3.0,20,0,76.0,Technology,region_2,m,other,Master's & above 1,33,5.0,4,0,59.0,Operations,region_15,f,other,Master's & above 2,29,3.0,4,0,56.0,Finance,region_32,f,sourcing,Bachelor's 1,40,1.0,11,0,46.0,Sales & Marketing,region_8,m,sourcing,Bachelor's 1,29,4.0,6,1,89.0,Sales & Marketing,region_23,m,other,Bachelor's 1,47,5.0,15,0,50.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 2,33,5.0,8,0,68.0,Procurement,region_16,f,other,Bachelor's 1,53,3.0,10,0,50.0,Sales & Marketing,region_15,m,other,Bachelor's 1,36,4.0,8,0,60.0,Operations,region_26,m,sourcing,Bachelor's 1,30,5.0,7,0,58.0,Operations,region_24,f,sourcing,Bachelor's 4,33,4.0,4,0,70.0,Procurement,region_26,m,other,Bachelor's 1,33,3.0,7,0,56.0,Operations,region_16,m,other,Bachelor's 1,33,4.0,8,0,59.0,Legal,region_22,f,other,Bachelor's 1,29,3.0,6,0,47.0,Sales & Marketing,region_4,m,sourcing,Bachelor's 1,37,3.0,10,0,55.0,Operations,region_11,m,other,Bachelor's 1,43,1.0,2,0,49.0,Sales & Marketing,region_22,f,sourcing,Master's & above 1,28,5.0,5,0,50.0,HR,region_2,m,referred,Bachelor's 2,22,3.0,2,0,72.0,Procurement,region_2,m,other,Below Secondary 1,33,3.0,6,0,49.0,Sales & Marketing,region_2,m,other,Bachelor's 1,34,3.0,6,0,48.0,Sales & Marketing,region_14,m,sourcing,Bachelor's 1,27,4.0,2,0,59.0,Legal,region_13,m,other,Bachelor's 1,49,3.0,14,0,60.0,Operations,region_22,m,sourcing,Bachelor's 2,38,4.0,9,0,46.0,Sales & Marketing,region_7,m,sourcing,Bachelor's 1,32,3.0,2,0,80.0,Technology,region_13,m,other,Master's & above 1,25,1.0,2,0,79.0,Technology,region_23,m,other,Bachelor's 1,31,5.0,2,0,48.0,Sales & Marketing,region_28,f,other,Bachelor's 1,28,5.0,2,0,44.0,Sales & Marketing,region_26,m,other,Bachelor's 1,35,4.0,5,0,59.0,Legal,region_2,m,sourcing,Bachelor's 1,57,5.0,7,0,62.0,HR,region_2,m,sourcing,Master's & above 1,33,3.0,3,0,56.0,Operations,region_12,m,other,Bachelor's 1,34,4.0,7,0,77.0,Technology,region_2,f,sourcing,Bachelor's 1,30,5.0,5,0,43.0,HR,region_23,f,other,Bachelor's 1,31,5.0,6,0,51.0,Sales & Marketing,region_11,m,sourcing,Master's & above 2,40,4.0,10,0,47.0,Sales & Marketing,region_27,f,other,Master's & above 1,35,2.0,2,0,63.0,Operations,region_2,m,other,Bachelor's 3,39,3.0,5,0,87.0,Technology,region_31,m,sourcing,Bachelor's 1,33,4.0,7,0,46.0,Sales & Marketing,region_7,m,referred,Bachelor's 2,35,4.0,8,0,88.0,Analytics,region_22,m,sourcing,Master's & above 1,28,3.0,3,0,56.0,Operations,region_8,m,sourcing,Bachelor's 2,31,3.0,5,0,79.0,Technology,region_22,f,other,Master's & above 1,32,3.0,5,0,62.0,Sales & Marketing,region_26,m,sourcing,Bachelor's 1,48,4.0,15,0,60.0,Sales & Marketing,region_7,m,sourcing,Master's & above 1,33,2.0,9,0,52.0,Sales & Marketing,region_25,m,sourcing,Bachelor's 3,36,3.0,7,0,80.0,Technology,region_22,m,referred,Master's & above 2,32,3.0,3,0,70.0,Procurement,region_27,f,sourcing,Bachelor's 1,25,5.0,2,0,71.0,Procurement,region_12,m,sourcing,Bachelor's 1,44,3.0,14,0,77.0,Technology,region_15,m,sourcing,Bachelor's 1,34,5.0,2,0,78.0,R&D,region_22,m,other,Master's & above 1,32,3.0,2,0,60.0,Operations,region_2,f,other,Master's & above 1,29,5.0,2,0,52.0,Sales & Marketing,region_2,m,other,Bachelor's 2,38,3.0,10,0,86.0,Analytics,region_4,m,other,Master's & above 1,31,3.0,3,0,57.0,Legal,region_13,m,other,Bachelor's 1,34,2.0,8,0,81.0,Technology,region_26,f,sourcing,Bachelor's 1,34,5.0,8,0,48.0,Sales & Marketing,region_28,m,sourcing,Bachelor's 1,42,4.0,12,0,53.0,Sales & Marketing,region_2,m,other,Bachelor's 1,42,4.0,8,0,50.0,Sales & Marketing,region_2,f,other,Master's & above 1,39,4.0,15,0,49.0,Sales & Marketing,region_7,m,other,Master's & above 1,36,3.0,10,0,78.0,Technology,region_2,f,referred,Bachelor's 2,26,4.0,3,0,76.0,Technology,region_6,m,sourcing,Bachelor's 1,34,3.0,2,0,83.0,Technology,region_2,f,sourcing,Master's & above 1,40,4.0,6,0,46.0,Sales & Marketing,region_7,m,other,Bachelor's 2,35,5.0,5,0,82.0,Analytics,region_25,m,other,Master's & above 1,33,5.0,9,0,75.0,Procurement,region_22,f,other,Master's & above 1,24,3.0,2,0,80.0,Technology,region_14,m,other,Bachelor's 1,44,2.0,16,0,59.0,Operations,region_2,f,other,Master's & above 1,25,3.0,2,0,78.0,Technology,region_7,m,other,Bachelor's 1,35,3.0,10,0,52.0,Sales & Marketing,region_7,f,other,Bachelor's 1,58,5.0,5,0,52.0,HR,region_2,f,sourcing,Master's & above 1,41,1.0,10,0,55.0,Operations,region_4,f,sourcing,Master's & above 3,35,3.0,7,0,72.0,Technology,region_2,f,sourcing,Master's & above 2,34,4.0,7,0,81.0,Technology,region_10,m,other,Bachelor's 1,41,5.0,7,0,68.0,Procurement,region_22,f,other,Master's & above 1,35,4.0,4,0,60.0,Operations,region_25,f,other,Master's & above 1,53,3.0,21,0,67.0,Procurement,region_2,m,other,Master's & above 1,30,4.0,9,0,79.0,Technology,region_7,m,other,Bachelor's 1,35,1.0,3,1,98.0,Technology,region_17,f,other,Master's & above 1,39,3.0,5,0,78.0,Operations,region_2,m,other,Master's & above 2,37,4.0,5,0,62.0,Operations,region_22,m,sourcing,Master's & above 1,41,4.0,6,0,62.0,Finance,region_2,m,other,Bachelor's 1,26,3.0,2,0,86.0,Analytics,region_22,f,other,Bachelor's 1,27,3.0,4,0,88.0,Analytics,region_31,m,other,Bachelor's 1,28,5.0,4,0,82.0,R&D,region_2,m,other,Bachelor's 1,30,5.0,2,0,58.0,Operations,region_22,f,sourcing,Bachelor's 4,29,3.0,2,0,86.0,Analytics,region_22,m,other,Bachelor's 1,29,5.0,2,0,89.0,Analytics,region_13,m,sourcing,Bachelor's 1,33,5.0,9,0,83.0,Procurement,region_22,m,other,Bachelor's 1,46,5.0,6,0,53.0,Sales & Marketing,region_4,m,sourcing,Master's & above 1,31,3.0,8,0,88.0,Analytics,region_7,m,other,Bachelor's 2,36,5.0,4,0,60.0,Operations,region_7,f,sourcing,Bachelor's 1,30,3.0,3,0,49.0,Sales & Marketing,region_13,m,sourcing,Bachelor's 1,39,3.0,11,0,74.0,Technology,region_13,f,other,Bachelor's 1,52,3.0,3,0,50.0,HR,region_2,m,other,Bachelor's 1,32,5.0,7,0,54.0,Operations,region_26,f,other,Bachelor's 1,33,5.0,6,0,82.0,Procurement,region_16,f,sourcing,Bachelor's 1,39,4.0,11,0,50.0,Sales & Marketing,region_14,m,sourcing,Master's & above 2,41,3.0,6,0,50.0,Sales & Marketing,region_2,f,sourcing,Master's & above 2,48,5.0,6,0,86.0,Analytics,region_2,m,sourcing,Master's & above 1,27,2.0,3,0,81.0,Analytics,region_22,m,other,Bachelor's 1,35,4.0,5,0,51.0,Sales & Marketing,region_1,m,other,Master's & above 1,38,1.0,9,0,50.0,Sales & Marketing,region_30,m,other,Master's & above 1,49,4.0,6,1,65.0,Operations,region_7,m,sourcing,Master's & above 1,53,5.0,20,0,59.0,Operations,region_2,f,other,Bachelor's 1,46,5.0,14,0,51.0,HR,region_2,f,other,Bachelor's 2,27,3.0,3,0,82.0,Analytics,region_1,m,other,Bachelor's 1,31,1.0,5,0,51.0,Sales & Marketing,region_29,f,other,Master's & above 1,33,5.0,6,0,57.0,Operations,region_14,f,other,Bachelor's 2,37,3.0,3,0,82.0,Analytics,region_2,m,other,Bachelor's 1,30,3.0,3,0,60.0,Operations,region_8,f,sourcing,Bachelor's 3,30,3.0,6,0,58.0,Legal,region_6,m,sourcing,Bachelor's 1,33,5.0,7,0,68.0,Procurement,region_22,f,sourcing,Master's & above 1,41,3.0,14,0,49.0,Sales & Marketing,region_20,m,sourcing,Bachelor's 1,32,5.0,4,0,66.0,Procurement,region_20,f,sourcing,Master's & above 1,34,1.0,9,0,70.0,Procurement,region_2,f,other,Master's & above 1,32,5.0,6,0,85.0,Analytics,region_7,m,other,Master's & above 1,29,5.0,4,0,56.0,Operations,region_26,m,other,Bachelor's 1,35,3.0,3,0,69.0,Procurement,region_6,m,other,Bachelor's 1,34,3.0,9,0,58.0,Operations,region_16,m,other,Master's & above 1,33,4.0,4,0,58.0,Operations,region_27,f,sourcing,Bachelor's 1,55,3.0,15,0,62.0,Operations,region_13,m,other,Master's & above 1,27,3.0,4,0,55.0,Operations,region_3,m,other,Bachelor's 1,30,4.0,2,0,58.0,Operations,region_32,f,other,Bachelor's 1,34,3.0,5,0,71.0,Procurement,region_2,m,sourcing,Master's & above 1,39,3.0,5,0,82.0,Technology,region_27,m,other,Master's & above 1,30,3.0,4,0,49.0,HR,region_7,m,other,Bachelor's 1,38,3.0,3,0,57.0,Operations,region_2,m,other,Bachelor's 2,43,3.0,6,0,70.0,Procurement,region_2,m,other,Master's & above 1,34,3.0,7,0,69.0,Procurement,region_26,f,sourcing,Bachelor's 1,37,5.0,9,0,70.0,Operations,region_7,m,other,Master's & above 2,30,5.0,6,0,85.0,Analytics,region_22,f,other,Bachelor's 1,34,3.0,3,0,83.0,R&D,region_7,m,sourcing,Master's & above 1,30,1.0,2,0,53.0,HR,region_22,m,sourcing,Bachelor's 1,53,3.0,22,0,67.0,Operations,region_2,m,other,Bachelor's 1,41,3.0,10,0,82.0,Analytics,region_2,m,sourcing,Master's & above 2,26,3.0,3,0,82.0,Analytics,region_26,m,other,Bachelor's 1,40,3.0,6,0,55.0,Finance,region_2,f,other,Bachelor's 2,35,5.0,10,0,83.0,Analytics,region_22,m,sourcing,Master's & above 2,33,4.0,7,0,46.0,Sales & Marketing,region_7,m,other,Bachelor's 1,29,5.0,1,0,70.0,Procurement,region_7,m,other,Bachelor's 2,37,3.0,8,0,68.0,Procurement,region_7,m,sourcing,Master's & above 1,39,3.0,10,0,72.0,Procurement,region_22,m,sourcing,Bachelor's 1,31,3.0,5,0,56.0,Operations,region_22,f,other,Bachelor's 1,29,5.0,6,0,87.0,Analytics,region_4,m,other,Bachelor's 1,28,5.0,2,0,75.0,Technology,region_2,m,referred,Bachelor's 1,35,3.0,4,0,63.0,Legal,region_15,m,other,Bachelor's 1,38,4.0,9,0,50.0,Sales & Marketing,region_2,m,sourcing,Master's & above 1,39,4.0,10,0,66.0,Procurement,region_2,f,other,Bachelor's 1,39,3.0,4,0,78.0,Technology,region_7,m,sourcing,Master's & above 1,33,3.0,10,0,72.0,Procurement,region_7,f,sourcing,Master's & above 1,32,3.0,4,0,63.0,Legal,region_26,m,other,Bachelor's 1,29,4.0,6,0,57.0,Operations,region_8,f,other,Bachelor's 1,31,4.0,6,0,50.0,Sales & Marketing,region_25,m,sourcing,Bachelor's 2,29,4.0,6,0,77.0,Technology,region_23,m,other,Bachelor's 1,26,4.0,3,0,84.0,Analytics,region_26,m,other,Bachelor's 2,47,3.0,15,0,47.0,Sales & Marketing,region_7,m,other,Master's & above 1,38,5.0,2,0,59.0,Operations,region_2,m,sourcing,Bachelor's 1,41,5.0,3,0,50.0,Sales & Marketing,region_14,m,other,Master's & above 1,31,5.0,5,0,53.0,Sales & Marketing,region_14,m,other,Bachelor's 1,36,1.0,2,0,76.0,Technology,region_2,f,sourcing,Bachelor's 1,29,3.0,2,0,49.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,33,5.0,7,0,58.0,Finance,region_22,m,sourcing,Bachelor's 1,37,5.0,2,0,56.0,Operations,region_7,m,other,Bachelor's 1,33,3.0,4,0,48.0,Sales & Marketing,region_7,f,other,Bachelor's 1,49,5.0,5,0,44.0,Sales & Marketing,region_7,m,other,Bachelor's 1,43,3.0,2,0,48.0,Sales & Marketing,region_2,m,sourcing,Master's & above 1,29,5.0,3,0,60.0,Finance,region_13,f,other,Bachelor's 1,35,5.0,8,0,59.0,Operations,region_27,m,other,Bachelor's 1,43,1.0,13,0,59.0,Operations,region_29,m,other,Bachelor's 2,33,3.0,10,0,80.0,Technology,region_13,m,other,Bachelor's 1,40,4.0,14,0,78.0,Technology,region_2,m,referred,Bachelor's 1,39,3.0,5,0,80.0,Technology,region_2,m,other,Bachelor's 1,42,5.0,4,0,88.0,Analytics,region_2,m,sourcing,Master's & above 1,36,4.0,4,0,63.0,Operations,region_31,m,other,Master's & above 1,30,5.0,2,0,46.0,Sales & Marketing,region_22,m,referred,Bachelor's 1,56,3.0,18,0,58.0,Operations,region_2,f,other,Bachelor's 2,25,3.0,3,0,74.0,Procurement,region_26,f,other,Bachelor's 1,28,5.0,3,0,48.0,Sales & Marketing,region_27,f,other,Bachelor's 1,39,1.0,11,0,48.0,Sales & Marketing,region_20,m,sourcing,Bachelor's 1,35,3.0,4,0,70.0,Procurement,region_26,f,sourcing,Master's & above 1,34,3.0,10,0,55.0,Operations,region_22,m,other,Bachelor's 1,34,5.0,5,0,84.0,R&D,region_22,m,sourcing,Bachelor's 1,38,4.0,11,0,49.0,HR,region_2,m,sourcing,Bachelor's 1,38,3.0,5,0,70.0,Procurement,region_10,m,sourcing,Master's & above 1,42,4.0,11,0,64.0,Operations,region_16,m,sourcing,Bachelor's 2,47,3.0,8,0,60.0,Operations,region_2,f,sourcing,Bachelor's 2,27,2.0,3,0,48.0,Sales & Marketing,region_14,m,sourcing,Bachelor's 2,33,2.0,4,0,57.0,Operations,region_19,m,other,Bachelor's 1,31,4.0,4,0,57.0,Operations,region_25,m,other,Bachelor's 2,41,3.0,7,0,49.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,36,5.0,4,0,59.0,Operations,region_2,f,other,Master's & above 1,45,3.0,4,1,53.0,HR,region_2,m,other,Master's & above 1,37,5.0,3,0,60.0,Operations,region_2,f,sourcing,Master's & above 2,31,3.0,4,0,49.0,Sales & Marketing,region_2,m,other,Bachelor's 2,33,3.0,5,0,49.0,Sales & Marketing,region_28,m,sourcing,Master's & above 1,33,5.0,5,0,59.0,Finance,region_2,m,other,Bachelor's 1,37,1.0,2,0,49.0,Sales & Marketing,region_23,m,sourcing,Bachelor's 1,29,3.0,3,0,59.0,Operations,region_29,f,other,Bachelor's 3,31,3.0,6,0,46.0,Sales & Marketing,region_6,f,other,Bachelor's 1,39,3.0,9,0,47.0,Sales & Marketing,region_6,m,sourcing,Bachelor's 1,26,2.0,5,0,50.0,Sales & Marketing,region_26,m,other,Bachelor's 2,34,3.0,4,0,91.0,Operations,region_15,f,sourcing,Bachelor's 1,50,3.0,23,0,80.0,Technology,region_2,f,sourcing,Bachelor's 3,30,5.0,4,0,82.0,Analytics,region_28,m,sourcing,Bachelor's 1,55,1.0,3,0,49.0,Sales & Marketing,region_2,m,other,Master's & above 1,29,3.0,3,0,68.0,Procurement,region_24,m,sourcing,Bachelor's 1,36,3.0,9,1,48.0,Sales & Marketing,region_7,m,sourcing,Bachelor's 2,29,5.0,2,0,83.0,R&D,region_22,m,sourcing,Bachelor's 1,55,3.0,4,0,53.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,41,3.0,12,0,62.0,Operations,region_22,m,other,Bachelor's 1,21,4.0,2,0,82.0,Technology,region_2,f,sourcing,Below Secondary 1,40,2.0,11,0,85.0,Analytics,region_23,m,sourcing,Master's & above 1,30,2.0,4,0,54.0,Sales & Marketing,region_31,m,other,Bachelor's 1,35,1.0,8,0,62.0,Operations,region_29,f,sourcing,Bachelor's 1,45,4.0,13,0,51.0,Sales & Marketing,region_2,m,sourcing,Master's & above 1,30,3.0,5,0,52.0,Sales & Marketing,region_13,f,sourcing,Bachelor's 1,39,2.0,9,0,77.0,Technology,region_5,m,other,Bachelor's 1,26,5.0,3,0,57.0,Operations,region_7,f,sourcing,Below Secondary 1,32,2.0,3,0,49.0,Sales & Marketing,region_24,m,other,Bachelor's 1,28,1.0,3,0,83.0,Analytics,region_31,m,other,Bachelor's 1,30,3.0,3,0,59.0,Finance,region_31,m,sourcing,Bachelor's 1,24,4.0,2,0,75.0,Technology,region_2,m,other,Bachelor's 1,49,5.0,19,0,50.0,Sales & Marketing,region_7,m,sourcing,Bachelor's 1,32,5.0,4,0,64.0,Operations,region_15,f,sourcing,Bachelor's 2,34,1.0,2,0,60.0,Operations,region_22,m,other,Master's & above 1,36,2.0,8,0,68.0,Procurement,region_13,f,other,Master's & above 1,29,4.0,4,0,60.0,Legal,region_22,f,other,Bachelor's 1,31,3.0,6,0,79.0,Technology,region_21,f,other,Bachelor's 1,38,2.0,8,0,78.0,Technology,region_13,m,sourcing,Master's & above 2,28,5.0,4,0,48.0,Sales & Marketing,region_11,f,sourcing,Bachelor's 1,43,4.0,12,0,49.0,Sales & Marketing,region_28,m,sourcing,Master's & above 2,38,5.0,6,0,83.0,Analytics,region_15,m,other,Bachelor's 1,33,3.0,2,0,84.0,Analytics,region_16,m,sourcing,Bachelor's 1,53,3.0,6,0,80.0,Technology,region_2,m,other,Bachelor's 1,27,3.0,6,0,87.0,Analytics,region_26,m,other,Bachelor's 1,51,5.0,21,0,59.0,Operations,region_2,m,sourcing,Master's & above 1,25,3.0,2,0,63.0,Finance,region_28,m,other,Bachelor's 1,32,4.0,4,0,52.0,Sales & Marketing,region_13,f,other,Master's & above 1,26,5.0,3,0,63.0,Operations,region_14,m,other,Bachelor's 1,37,1.0,2,0,65.0,Operations,region_2,f,sourcing,Master's & above 1,31,1.0,4,0,60.0,Operations,region_8,m,sourcing,Bachelor's 1,37,4.0,9,0,80.0,Analytics,region_20,m,other,Master's & above 1,29,5.0,4,0,84.0,Analytics,region_22,m,referred,Bachelor's 1,28,5.0,2,0,50.0,Sales & Marketing,region_22,f,sourcing,Bachelor's 1,34,3.0,8,0,62.0,Finance,region_2,m,sourcing,Bachelor's 1,32,3.0,6,0,71.0,Procurement,region_13,f,sourcing,Bachelor's 1,28,2.0,4,0,50.0,Sales & Marketing,region_25,m,other,Bachelor's 1,31,3.0,5,0,79.0,Technology,region_17,f,other,Bachelor's 4,33,3.0,5,0,51.0,Sales & Marketing,region_2,f,sourcing,Master's & above 2,40,3.0,12,0,50.0,Sales & Marketing,region_2,m,other,Master's & above 1,35,3.0,3,0,79.0,Technology,region_31,f,sourcing,Bachelor's 1,28,3.0,2,0,79.0,Technology,region_10,f,sourcing,Bachelor's 1,33,3.0,4,0,68.0,Procurement,region_7,f,other,Master's & above 2,22,4.0,2,0,60.0,Operations,region_2,m,sourcing,Below Secondary 2,33,5.0,4,0,86.0,Analytics,region_28,m,sourcing,Bachelor's 1,28,2.0,4,0,48.0,Sales & Marketing,region_2,f,other,Bachelor's 1,40,3.0,3,0,82.0,Technology,region_23,m,other,Master's & above 1,32,3.0,3,0,59.0,Legal,region_25,m,other,Bachelor's 1,31,5.0,5,0,88.0,Analytics,region_27,f,other,Bachelor's 1,39,3.0,6,1,65.0,Sales & Marketing,region_15,m,sourcing,Bachelor's 1,28,5.0,3,0,62.0,Finance,region_22,m,other,Bachelor's 1,34,4.0,10,0,60.0,Operations,region_2,m,other,Bachelor's 3,31,3.0,3,0,60.0,Finance,region_2,m,other,Bachelor's 1,40,3.0,10,0,53.0,Sales & Marketing,region_23,m,sourcing,Master's & above 1,25,1.0,2,0,56.0,Sales & Marketing,region_22,m,referred,Bachelor's 1,33,1.0,4,0,88.0,Sales & Marketing,region_2,m,referred,Bachelor's 1,27,3.0,5,0,77.0,Technology,region_8,f,sourcing,Bachelor's 1,32,4.0,2,0,62.0,Legal,region_7,m,other,Bachelor's 1,30,4.0,4,0,84.0,Analytics,region_32,m,other,Bachelor's 1,37,2.0,4,0,74.0,Procurement,region_2,m,sourcing,Master's & above 1,53,3.0,25,0,65.0,Procurement,region_2,m,other,Master's & above 1,27,3.0,2,0,46.0,Sales & Marketing,region_13,m,other,Bachelor's 1,29,1.0,4,0,80.0,Technology,region_7,m,other,Bachelor's 1,45,4.0,5,0,60.0,Operations,region_27,f,other,Master's & above 2,33,5.0,5,0,82.0,R&D,region_22,m,sourcing,Bachelor's 1,29,3.0,2,0,78.0,Technology,region_23,f,other,Bachelor's 1,40,5.0,7,0,55.0,Operations,region_31,m,other,Master's & above 1,41,4.0,7,0,56.0,Operations,region_22,m,referred,Master's & above 2,39,3.0,5,0,70.0,Procurement,region_15,m,other,Master's & above 2,38,3.0,13,0,59.0,Operations,region_2,f,other,Master's & above 1,41,5.0,4,0,81.0,Technology,region_15,m,other,Bachelor's 1,26,2.0,2,0,68.0,Procurement,region_8,m,sourcing,Bachelor's 1,26,5.0,2,0,47.0,HR,region_17,f,other,Bachelor's 1,37,3.0,3,0,60.0,Operations,region_31,m,other,Master's & above 1,27,3.0,2,0,77.0,Technology,region_5,f,sourcing,Bachelor's 1,25,4.0,2,0,58.0,Operations,region_8,m,sourcing,Bachelor's 2,32,3.0,7,0,83.0,Technology,region_33,m,other,Bachelor's 1,36,5.0,9,0,49.0,Sales & Marketing,region_23,f,other,Master's & above 1,39,3.0,5,0,59.0,Operations,region_4,m,other,Master's & above 1,31,5.0,4,0,69.0,Procurement,region_26,f,other,Bachelor's 1,34,3.0,4,0,59.0,Legal,region_7,m,other,Bachelor's 1,53,3.0,15,0,86.0,Analytics,region_2,m,sourcing,Bachelor's 1,38,2.0,5,0,52.0,Sales & Marketing,region_7,f,sourcing,Bachelor's 1,60,3.0,17,0,80.0,Technology,region_2,m,other,Master's & above 3,29,3.0,2,1,92.0,Sales & Marketing,region_2,m,other,Bachelor's 1,29,4.0,2,0,60.0,Operations,region_8,f,other,Bachelor's 1,35,2.0,6,0,47.0,Sales & Marketing,region_22,f,other,Master's & above 1,40,4.0,12,0,49.0,Sales & Marketing,region_26,m,other,Bachelor's 1,34,3.0,9,0,76.0,Technology,region_27,f,sourcing,Bachelor's 1,36,3.0,7,0,68.0,Procurement,region_22,m,sourcing,Bachelor's 1,31,3.0,8,0,70.0,Procurement,region_14,f,other,Bachelor's 2,28,5.0,5,0,82.0,Analytics,region_22,m,other,Bachelor's 2,29,2.0,7,0,78.0,Technology,region_2,m,other,Bachelor's 1,37,4.0,5,0,63.0,Operations,region_2,f,referred,Bachelor's 2,30,3.0,3,0,83.0,Analytics,region_31,m,other,Bachelor's 1,29,3.0,3,0,52.0,Sales & Marketing,region_19,m,sourcing,Bachelor's 2,34,4.0,8,0,53.0,Sales & Marketing,region_2,m,sourcing,Master's & above 1,33,4.0,6,0,79.0,Technology,region_2,f,referred,Master's & above 1,46,3.0,17,0,71.0,Procurement,region_2,m,sourcing,Master's & above 1,26,3.0,4,0,59.0,Operations,region_29,m,other,Bachelor's 1,30,2.0,5,1,80.0,Technology,region_17,f,sourcing,Bachelor's 1,31,3.0,3,0,58.0,Operations,region_13,f,sourcing,Master's & above 1,33,3.0,9,0,49.0,Sales & Marketing,region_16,m,other,Bachelor's 1,33,3.0,4,0,53.0,Operations,region_13,f,other,Bachelor's 1,52,3.0,12,0,53.0,Sales & Marketing,region_15,m,sourcing,Bachelor's 1,28,3.0,2,0,60.0,Legal,region_22,m,other,Bachelor's 1,34,3.0,3,0,83.0,Analytics,region_22,m,sourcing,Bachelor's 1,44,5.0,14,0,49.0,HR,region_7,f,other,Master's & above 1,33,4.0,6,0,62.0,Operations,region_13,f,sourcing,Master's & above 1,39,5.0,9,0,86.0,R&D,region_2,m,other,Bachelor's 1,31,3.0,3,0,60.0,Finance,region_26,f,other,Bachelor's 1,33,3.0,8,0,55.0,Operations,region_24,m,other,Master's & above 1,33,5.0,6,0,51.0,Sales & Marketing,region_28,m,sourcing,Bachelor's 1,35,3.0,10,0,48.0,Sales & Marketing,region_17,m,sourcing,Master's & above 3,22,3.0,2,0,62.0,Finance,region_2,m,other,Below Secondary 1,45,2.0,16,0,46.0,Sales & Marketing,region_2,f,other,Bachelor's 2,46,3.0,11,0,84.0,Analytics,region_15,m,sourcing,Bachelor's 2,34,4.0,7,0,50.0,Sales & Marketing,region_1,m,other,Master's & above 1,41,4.0,5,0,79.0,Technology,region_2,m,other,Master's & above 1,37,2.0,12,0,48.0,Sales & Marketing,region_19,m,sourcing,Bachelor's 1,60,4.0,17,0,71.0,Procurement,region_2,f,sourcing,Master's & above 1,46,4.0,5,0,70.0,Procurement,region_15,m,sourcing,Master's & above 1,30,4.0,5,0,70.0,Procurement,region_12,m,other,Bachelor's 1,47,1.0,13,0,53.0,Sales & Marketing,region_2,m,other,Master's & above 1,30,3.0,2,0,74.0,Technology,region_22,m,sourcing,Bachelor's 1,45,3.0,4,0,48.0,Sales & Marketing,region_11,m,other,Bachelor's 1,29,1.0,3,0,58.0,Operations,region_2,f,sourcing,Bachelor's 1,40,5.0,6,0,48.0,Sales & Marketing,region_31,m,sourcing,Bachelor's 2,30,5.0,7,0,86.0,Analytics,region_13,f,other,Bachelor's 1,37,5.0,4,0,49.0,Sales & Marketing,region_7,f,other,Master's & above 1,36,5.0,7,0,59.0,Finance,region_31,m,other,Bachelor's 3,28,3.0,2,0,52.0,Sales & Marketing,region_22,m,other,Bachelor's 2,29,5.0,3,0,71.0,Procurement,region_22,m,other,Bachelor's 1,50,3.0,17,0,67.0,Procurement,region_15,m,sourcing,Master's & above 4,40,3.0,11,0,79.0,Technology,region_2,m,sourcing,Master's & above 1,40,4.0,6,0,80.0,Technology,region_13,f,other,Bachelor's 2,27,1.0,2,0,49.0,Sales & Marketing,region_1,m,other,Bachelor's 1,42,4.0,14,0,67.0,Procurement,region_2,m,sourcing,Master's & above 1,54,4.0,17,0,52.0,Sales & Marketing,region_22,m,other,Master's & above 1,31,3.0,6,0,83.0,Analytics,region_34,m,other,Bachelor's 1,53,4.0,26,0,71.0,Procurement,region_2,m,other,Bachelor's 1,45,5.0,11,0,46.0,Sales & Marketing,region_2,m,other,Master's & above 1,50,5.0,6,1,67.0,Procurement,region_2,f,other,Master's & above 1,42,4.0,9,0,77.0,Operations,region_7,m,other,Master's & above 1,28,4.0,6,0,84.0,R&D,region_21,m,other,Master's & above 1,42,1.0,4,0,54.0,Legal,region_2,m,other,Master's & above 1,31,3.0,3,0,64.0,Legal,region_22,f,other,Bachelor's 2,36,5.0,2,0,51.0,Sales & Marketing,region_2,m,sourcing,Master's & above 2,35,4.0,8,0,77.0,Technology,region_2,m,other,Master's & above 1,25,3.0,3,0,49.0,Sales & Marketing,region_16,f,sourcing,Bachelor's 2,41,3.0,9,0,51.0,Sales & Marketing,region_5,m,other,Bachelor's 2,33,5.0,6,0,68.0,Procurement,region_2,m,other,Bachelor's 1,40,2.0,9,0,51.0,Sales & Marketing,region_19,m,other,Master's & above 1,28,3.0,5,0,58.0,Operations,region_28,f,sourcing,Bachelor's 2,30,5.0,2,0,83.0,Analytics,region_29,m,other,Bachelor's 2,29,1.0,2,0,70.0,Procurement,region_28,m,other,Bachelor's 1,46,5.0,4,0,68.0,Procurement,region_11,m,other,Master's & above 2,35,2.0,12,0,53.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,34,4.0,4,0,55.0,Operations,region_25,f,sourcing,Master's & above 1,29,5.0,7,0,60.0,Operations,region_25,f,other,Bachelor's 1,41,1.0,5,0,51.0,Sales & Marketing,region_28,m,other,Bachelor's 1,33,4.0,10,0,49.0,HR,region_29,m,other,Bachelor's 1,45,3.0,14,0,62.0,Operations,region_21,m,other,Bachelor's 1,35,3.0,7,0,60.0,Operations,region_15,m,other,Bachelor's 2,32,3.0,3,0,52.0,Sales & Marketing,region_6,m,other,Bachelor's 1,40,3.0,7,0,59.0,Operations,region_22,f,sourcing,Bachelor's 1,48,3.0,16,0,77.0,Procurement,region_2,f,other,Bachelor's 1,52,5.0,8,0,59.0,Finance,region_2,f,sourcing,Bachelor's 1,36,3.0,4,0,57.0,Operations,region_21,f,sourcing,Bachelor's 1,32,4.0,8,0,88.0,Procurement,region_5,m,other,Bachelor's 1,33,3.0,6,0,49.0,HR,region_22,f,sourcing,Bachelor's 1,31,1.0,2,0,84.0,Analytics,region_15,m,sourcing,Bachelor's 1,47,4.0,2,0,70.0,Procurement,region_13,m,sourcing,Master's & above 1,30,5.0,6,0,63.0,Operations,region_30,m,sourcing,Bachelor's 1,43,4.0,7,0,52.0,Sales & Marketing,region_2,m,sourcing,Master's & above 1,50,3.0,14,0,59.0,Legal,region_2,m,other,Bachelor's 1,36,1.0,12,0,49.0,Sales & Marketing,region_5,m,other,Bachelor's 1,44,2.0,4,0,69.0,Procurement,region_22,f,other,Master's & above 1,41,3.0,11,0,44.0,Sales & Marketing,region_14,m,other,Master's & above 1,32,2.0,5,0,49.0,Sales & Marketing,region_2,f,other,Bachelor's 1,29,3.0,7,0,65.0,Operations,region_20,f,sourcing,Bachelor's 1,27,3.0,2,0,76.0,Technology,region_2,m,referred,Bachelor's 1,29,5.0,3,0,50.0,Sales & Marketing,region_16,m,sourcing,Bachelor's 1,44,5.0,11,0,60.0,Operations,region_19,f,sourcing,Bachelor's 1,33,3.0,2,0,49.0,Sales & Marketing,region_2,f,referred,Bachelor's 1,51,1.0,3,0,70.0,Procurement,region_2,m,sourcing,Master's & above 1,38,4.0,5,0,63.0,Operations,region_22,f,other,Bachelor's 1,36,2.0,5,0,53.0,Sales & Marketing,region_8,m,sourcing,Bachelor's 2,29,5.0,2,0,62.0,Operations,region_22,m,other,Bachelor's 2,38,3.0,8,0,64.0,Operations,region_22,m,sourcing,Bachelor's 1,34,3.0,8,0,46.0,HR,region_2,m,sourcing,Bachelor's 1,33,3.0,6,0,48.0,Sales & Marketing,region_16,m,sourcing,Master's & above 1,28,5.0,4,0,51.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,34,4.0,8,0,49.0,HR,region_11,f,other,Bachelor's 2,29,2.0,6,0,50.0,Sales & Marketing,region_14,m,other,Bachelor's 1,34,3.0,9,0,85.0,R&D,region_31,m,other,Bachelor's 1,32,2.0,6,0,82.0,R&D,region_15,m,other,Bachelor's 1,32,4.0,5,0,63.0,Operations,region_16,f,other,Bachelor's 1,30,5.0,4,0,76.0,Technology,region_17,f,other,Bachelor's 1,30,5.0,5,0,53.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,29,5.0,8,0,56.0,Sales & Marketing,region_22,m,sourcing,Bachelor's 1,28,3.0,3,0,86.0,R&D,region_32,m,sourcing,Master's & above 1,53,4.0,4,0,76.0,Technology,region_2,m,other,Master's & above 1,28,5.0,5,0,53.0,Sales & Marketing,region_3,m,other,Bachelor's 2,36,3.0,7,0,48.0,Sales & Marketing,region_27,m,other,Bachelor's 1,34,5.0,9,0,71.0,Procurement,region_31,f,other,Bachelor's 2,26,5.0,2,0,68.0,Procurement,region_2,f,other,Bachelor's 1,27,5.0,4,0,51.0,Sales & Marketing,region_22,m,sourcing,Bachelor's 1,28,3.0,2,0,48.0,Sales & Marketing,region_30,m,sourcing,Bachelor's 1,32,5.0,5,0,64.0,Operations,region_15,m,other,Bachelor's 4,36,2.0,7,0,80.0,Technology,region_22,f,other,Master's & above 2,27,4.0,4,0,86.0,Analytics,region_22,m,sourcing,Bachelor's 2,32,1.0,4,0,58.0,Operations,region_2,f,sourcing,Master's & above 3,32,4.0,4,0,54.0,Operations,region_19,m,other,Bachelor's 1,26,3.0,1,0,59.0,Finance,region_22,m,other,Bachelor's 1,31,4.0,4,1,81.0,Technology,region_6,f,sourcing,Bachelor's 1,56,4.0,25,0,77.0,Technology,region_2,f,other,Master's & above 1,34,5.0,6,0,51.0,Sales & Marketing,region_25,m,sourcing,Bachelor's 2,50,4.0,7,0,80.0,Technology,region_13,m,sourcing,Bachelor's 1,34,3.0,4,0,67.0,Procurement,region_7,f,sourcing,Master's & above 2,26,5.0,2,0,49.0,Sales & Marketing,region_2,m,other,Bachelor's 1,44,5.0,13,0,51.0,Sales & Marketing,region_13,m,other,Bachelor's 1,48,3.0,6,0,56.0,Operations,region_16,m,other,Master's & above 2,28,3.0,4,0,71.0,Procurement,region_9,f,sourcing,Bachelor's 1,30,4.0,5,0,50.0,Sales & Marketing,region_4,m,other,Master's & above 1,41,5.0,13,0,58.0,Operations,region_13,m,sourcing,Bachelor's 1,32,4.0,9,0,59.0,Operations,region_15,m,other,Master's & above 2,31,1.0,5,0,52.0,Sales & Marketing,region_13,m,other,Bachelor's 1,24,4.0,2,0,51.0,Sales & Marketing,region_22,m,other,Bachelor's 1,35,3.0,9,0,57.0,Operations,region_15,m,sourcing,Bachelor's 1,33,3.0,6,0,62.0,Operations,region_32,m,other,Bachelor's 1,32,1.0,4,0,70.0,Procurement,region_7,m,sourcing,Bachelor's 1,35,5.0,7,0,62.0,Operations,region_6,m,sourcing,Bachelor's 1,36,3.0,5,0,69.0,Procurement,region_16,m,sourcing,Bachelor's 1,28,3.0,7,0,76.0,Technology,region_8,f,sourcing,Bachelor's 1,25,1.0,2,0,54.0,Sales & Marketing,region_10,m,sourcing,Bachelor's 1,32,1.0,5,0,56.0,Sales & Marketing,region_23,m,other,Master's & above 1,47,2.0,4,0,51.0,Sales & Marketing,region_2,m,other,Bachelor's 1,29,2.0,7,0,83.0,Technology,region_1,m,sourcing,Bachelor's 1,28,3.0,4,0,47.0,Sales & Marketing,region_1,m,other,Bachelor's 1,32,3.0,3,0,53.0,Sales & Marketing,region_2,f,other,Bachelor's 1,31,2.0,9,0,49.0,Sales & Marketing,region_24,f,other,Bachelor's 1,30,1.0,5,0,43.0,Sales & Marketing,region_4,m,sourcing,Bachelor's 1,39,3.0,4,0,49.0,Sales & Marketing,region_22,m,sourcing,Bachelor's 2,27,3.0,2,0,79.0,Technology,region_24,f,other,Bachelor's 1,36,3.0,5,0,57.0,Legal,region_22,m,other,Master's & above 1,32,5.0,7,0,67.0,Procurement,region_20,f,other,Master's & above 1,31,3.0,8,0,81.0,Technology,region_20,f,other,Master's & above 1,38,1.0,3,0,67.0,Procurement,region_22,f,sourcing,Master's & above 4,41,3.0,9,0,74.0,Procurement,region_2,m,sourcing,Bachelor's 1,56,3.0,16,0,62.0,Legal,region_7,m,other,Master's & above 2,31,5.0,5,0,86.0,Analytics,region_2,m,other,Master's & above 1,53,1.0,6,0,51.0,Sales & Marketing,region_6,m,sourcing,Master's & above 1,47,2.0,3,0,59.0,Operations,region_2,m,other,Bachelor's 1,43,3.0,11,0,55.0,Sales & Marketing,region_28,m,other,Master's & above 1,30,5.0,4,0,84.0,Analytics,region_24,m,other,Bachelor's 1,31,5.0,3,0,63.0,Finance,region_32,m,other,Bachelor's 1,36,3.0,5,0,44.0,Sales & Marketing,region_7,m,sourcing,Master's & above 1,38,5.0,2,0,81.0,Technology,region_16,f,other,Master's & above 1,35,4.0,3,0,48.0,HR,region_27,m,other,Bachelor's 1,37,4.0,13,0,79.0,Technology,region_7,f,referred,Master's & above 1,29,5.0,6,0,86.0,Analytics,region_2,f,other,Bachelor's 2,28,3.0,3,0,42.0,Sales & Marketing,region_6,m,sourcing,Bachelor's 1,28,4.0,2,0,84.0,Technology,region_24,f,other,Bachelor's 1,32,3.0,5,0,48.0,HR,region_27,f,sourcing,Master's & above 1,33,4.0,6,0,68.0,Procurement,region_17,f,sourcing,Bachelor's 1,31,5.0,5,0,55.0,Operations,region_10,m,sourcing,Master's & above 2,37,3.0,5,0,68.0,Procurement,region_22,m,other,Master's & above 1,32,4.0,8,0,76.0,Technology,region_26,m,sourcing,Master's & above 1,48,3.0,7,0,62.0,Operations,region_15,f,sourcing,Bachelor's 1,35,2.0,3,1,47.0,Sales & Marketing,region_1,m,sourcing,Bachelor's 1,39,3.0,4,0,63.0,Legal,region_31,m,sourcing,Bachelor's 1,25,4.0,2,0,78.0,Technology,region_7,f,sourcing,Below Secondary 1,35,5.0,5,0,46.0,HR,region_25,m,other,Master's & above 2,36,3.0,2,0,60.0,Operations,region_28,m,other,Master's & above 1,33,5.0,6,0,50.0,Sales & Marketing,region_17,f,sourcing,Bachelor's 1,29,5.0,6,0,90.0,Technology,region_8,f,sourcing,Bachelor's 1,32,3.0,4,0,81.0,Technology,region_26,f,other,Bachelor's 2,30,5.0,4,0,81.0,Technology,region_15,f,other,Bachelor's 1,56,4.0,3,0,50.0,HR,region_2,m,other,Master's & above 1,24,3.0,2,0,43.0,HR,region_2,m,sourcing,Below Secondary 1,31,5.0,5,0,65.0,Finance,region_26,m,sourcing,Bachelor's 1,31,2.0,4,0,48.0,Sales & Marketing,region_22,f,sourcing,Bachelor's 1,33,3.0,6,0,54.0,Sales & Marketing,region_15,m,sourcing,Bachelor's 1,30,3.0,6,0,59.0,Finance,region_25,m,other,Bachelor's 3,31,5.0,3,0,98.0,Analytics,region_22,m,other,Bachelor's 1,37,4.0,3,0,66.0,Procurement,region_2,m,sourcing,Bachelor's 4,30,3.0,2,0,72.0,Procurement,region_21,m,sourcing,Bachelor's 1,36,3.0,3,0,46.0,Sales & Marketing,region_22,f,other,Bachelor's 1,24,3.0,2,0,49.0,HR,region_7,f,sourcing,Below Secondary 1,44,1.0,11,0,78.0,Technology,region_19,m,other,Bachelor's 5,28,1.0,4,0,47.0,Sales & Marketing,region_2,f,other,Bachelor's 1,45,3.0,22,0,76.0,Technology,region_5,m,sourcing,Master's & above 1,32,1.0,3,0,53.0,Sales & Marketing,region_16,m,sourcing,Bachelor's 1,31,5.0,2,0,50.0,Sales & Marketing,region_13,m,sourcing,Bachelor's 1,28,1.0,6,0,87.0,Analytics,region_29,f,other,Bachelor's 2,39,5.0,8,0,60.0,Finance,region_2,m,other,Bachelor's 1,34,5.0,10,0,53.0,Sales & Marketing,region_31,m,other,Bachelor's 1,36,3.0,5,0,87.0,Analytics,region_4,m,sourcing,Master's & above 1,31,4.0,5,0,59.0,Operations,region_9,m,other,Bachelor's 1,31,3.0,2,0,62.0,Operations,region_2,m,referred,Bachelor's 1,22,4.0,2,0,78.0,Technology,region_2,m,referred,Below Secondary 1,32,3.0,7,0,59.0,Operations,region_8,f,sourcing,Bachelor's 1,32,2.0,7,0,60.0,Finance,region_15,m,other,Bachelor's 1,43,3.0,3,1,49.0,Sales & Marketing,region_14,m,other,Master's & above 2,33,4.0,9,0,53.0,Sales & Marketing,region_2,f,other,Bachelor's 1,56,1.0,4,0,72.0,Procurement,region_2,f,sourcing,Bachelor's 1,35,3.0,7,0,54.0,Sales & Marketing,region_17,f,other,Bachelor's 1,24,3.0,1,0,51.0,Sales & Marketing,region_11,m,other,Bachelor's 1,33,5.0,5,0,66.0,Procurement,region_2,m,sourcing,Bachelor's 3,32,3.0,2,0,52.0,Sales & Marketing,region_22,f,other,Master's & above 1,27,3.0,4,0,77.0,Technology,region_31,m,other,Bachelor's 1,43,4.0,12,0,52.0,Sales & Marketing,region_15,m,sourcing,Master's & above 1,39,3.0,7,0,47.0,Sales & Marketing,region_7,m,other,Master's & above 2,28,4.0,3,0,83.0,Technology,region_22,m,sourcing,Bachelor's 1,31,3.0,6,0,77.0,Technology,region_13,m,other,Master's & above 1,46,1.0,16,0,53.0,Sales & Marketing,region_26,m,other,Bachelor's 2,27,1.0,2,0,90.0,Analytics,region_32,m,sourcing,Bachelor's 1,50,5.0,24,0,71.0,Procurement,region_2,m,other,Master's & above 1,30,2.0,8,0,48.0,Sales & Marketing,region_22,m,sourcing,Bachelor's 1,36,4.0,5,0,58.0,Finance,region_2,m,other,Bachelor's 3,31,3.0,2,0,85.0,Analytics,region_15,m,sourcing,Bachelor's 1,39,1.0,9,0,48.0,Sales & Marketing,region_2,f,sourcing,Bachelor's 1,28,4.0,4,0,56.0,Finance,region_20,m,other,Bachelor's 1,34,4.0,10,0,49.0,Sales & Marketing,region_15,m,sourcing,Bachelor's 1,36,4.0,3,0,84.0,Analytics,region_14,m,sourcing,Bachelor's 2,33,3.0,5,0,70.0,Procurement,region_15,m,other,Bachelor's 2,29,2.0,2,0,82.0,Analytics,region_32,m,other,Bachelor's 1,30,4.0,7,0,62.0,Operations,region_28,m,other,Bachelor's 1,31,5.0,6,0,52.0,Sales & Marketing,region_4,m,other,Bachelor's 1,30,4.0,3,0,51.0,HR,region_11,m,other,Bachelor's 1,33,3.0,2,0,87.0,Analytics,region_13,m,other,Bachelor's 1,57,4.0,30,0,50.0,Sales & Marketing,region_2,f,other,Master's & above 1,56,3.0,7,0,81.0,Technology,region_2,f,other,Bachelor's 2,43,1.0,15,0,50.0,Sales & Marketing,region_5,m,other,Bachelor's 1,37,1.0,7,0,53.0,Sales & Marketing,region_30,m,sourcing,Master's & above 1,50,3.0,22,0,48.0,Sales & Marketing,region_2,f,other,Bachelor's 1,40,5.0,10,0,65.0,Procurement,region_11,f,sourcing,Master's & above 1,32,4.0,10,0,69.0,Procurement,region_17,f,other,Bachelor's 1,56,5.0,26,0,58.0,Operations,region_2,m,other,Bachelor's 1,48,5.0,16,0,82.0,Technology,region_2,m,other,Bachelor's 2,27,2.0,2,0,72.0,Procurement,region_22,f,other,Bachelor's 1,33,3.0,7,0,69.0,Procurement,region_17,m,sourcing,Master's & above 1,26,3.0,3,0,50.0,HR,region_2,f,sourcing,Bachelor's 1,40,3.0,3,0,62.0,Operations,region_22,m,other,Master's & above 1,32,5.0,7,0,49.0,HR,region_2,m,sourcing,Bachelor's 1,39,4.0,7,0,48.0,Sales & Marketing,region_17,m,sourcing,Master's & above 1,41,3.0,3,0,74.0,Operations,region_19,f,other,Master's & above 3,39,5.0,9,0,63.0,Operations,region_22,m,other,Bachelor's 1,37,5.0,10,0,60.0,Operations,region_15,m,other,Bachelor's 1,60,5.0,18,0,60.0,Operations,region_15,f,other,Bachelor's 1,32,3.0,3,0,59.0,Operations,region_11,m,sourcing,Bachelor's 1,37,3.0,3,0,44.0,HR,region_2,m,other,Master's & above 1,40,3.0,6,0,55.0,Operations,region_2,m,sourcing,Bachelor's 1,30,3.0,5,0,68.0,Procurement,region_17,f,other,Bachelor's 1,37,1.0,4,0,48.0,Sales & Marketing,region_28,m,sourcing,Bachelor's 1,38,4.0,2,0,49.0,Sales & Marketing,region_28,m,other,Bachelor's 1,27,4.0,4,0,87.0,Analytics,region_31,f,other,Bachelor's 1,30,3.0,2,0,84.0,Analytics,region_17,m,sourcing,Bachelor's 1,40,3.0,12,0,65.0,Procurement,region_2,f,other,Bachelor's 1,29,3.0,5,0,62.0,Operations,region_12,m,other,Bachelor's 1,28,3.0,3,0,79.0,Technology,region_24,f,sourcing,Bachelor's 1,33,3.0,6,0,65.0,Operations,region_32,f,sourcing,Bachelor's 1,31,3.0,3,0,84.0,R&D,region_15,m,other,Bachelor's 1,31,5.0,3,0,69.0,Procurement,region_7,m,other,Bachelor's 2,38,3.0,2,0,65.0,Procurement,region_2,m,other,Bachelor's 1,38,4.0,5,0,55.0,Operations,region_15,m,referred,Bachelor's 1,36,4.0,9,0,48.0,HR,region_4,m,other,Bachelor's 2,37,3.0,10,0,62.0,Operations,region_31,m,sourcing,Bachelor's 2,29,4.0,3,0,80.0,Analytics,region_15,m,sourcing,Bachelor's 1,36,5.0,4,0,72.0,Operations,region_15,m,sourcing,Bachelor's 1,40,3.0,15,0,48.0,Sales & Marketing,region_15,m,sourcing,Bachelor's 1,28,5.0,5,0,73.0,Procurement,region_10,m,sourcing,Bachelor's 1,31,3.0,3,0,60.0,Operations,region_19,f,other,Bachelor's 1,34,1.0,3,0,58.0,Operations,region_31,m,other,Bachelor's 1,27,3.0,2,0,77.0,Technology,region_26,m,other,Bachelor's 1,42,3.0,5,0,84.0,Technology,region_2,m,other,Bachelor's 1,23,1.0,2,0,50.0,Sales & Marketing,region_22,m,sourcing,Bachelor's 1,31,1.0,3,0,60.0,Finance,region_31,m,sourcing,Master's & above 2,35,2.0,7,0,66.0,Procurement,region_2,f,other,Bachelor's 1,33,5.0,7,0,80.0,Technology,region_23,m,sourcing,Master's & above 1,45,4.0,4,0,52.0,HR,region_2,m,sourcing,Master's & above 1,33,3.0,5,0,69.0,Procurement,region_22,m,other,Bachelor's 1,39,3.0,2,0,80.0,Technology,region_7,f,other,Bachelor's 1,32,5.0,6,0,50.0,HR,region_2,f,other,Master's & above 1,27,4.0,3,0,50.0,HR,region_20,m,sourcing,Bachelor's 1,32,3.0,5,0,53.0,HR,region_7,m,other,Master's & above 2,37,3.0,5,0,53.0,Sales & Marketing,region_2,m,sourcing,Master's & above 1,60,3.0,5,0,54.0,Operations,region_2,m,other,Master's & above 1,32,3.0,6,0,84.0,Analytics,region_23,m,other,Master's & above 1,57,4.0,3,0,50.0,Sales & Marketing,region_7,m,sourcing,Bachelor's 2,32,5.0,4,0,80.0,Technology,region_19,f,other,Bachelor's 1,33,4.0,7,0,78.0,Technology,region_8,m,sourcing,Master's & above 1,34,3.0,9,0,62.0,Finance,region_2,f,sourcing,Bachelor's 1,35,5.0,10,0,83.0,Technology,region_7,f,sourcing,Master's & above 1,27,3.0,3,0,50.0,HR,region_13,m,other,Bachelor's 1,40,3.0,10,0,64.0,Operations,region_34,m,other,Master's & above 1,40,3.0,7,0,54.0,HR,region_2,m,other,Bachelor's 1,54,5.0,13,0,59.0,Operations,region_2,f,other,Master's & above 1,36,5.0,2,0,94.0,Sales & Marketing,region_10,m,sourcing,Master's & above 1,33,5.0,9,0,60.0,Operations,region_7,f,sourcing,Bachelor's 2,31,4.0,5,0,84.0,R&D,region_22,m,other,Bachelor's 1,35,3.0,10,0,76.0,Technology,region_21,m,other,Master's & above 1,36,5.0,10,0,47.0,Sales & Marketing,region_10,m,other,Master's & above 1,49,3.0,13,0,80.0,Technology,region_2,f,referred,Bachelor's 2,46,3.0,13,0,75.0,Procurement,region_2,m,sourcing,Master's & above 1,35,1.0,2,0,69.0,Procurement,region_13,m,other,Master's & above 1,31,5.0,5,0,65.0,Procurement,region_7,m,sourcing,Bachelor's 1,27,4.0,4,0,57.0,Finance,region_14,m,other,Bachelor's 1,27,5.0,4,1,71.0,Procurement,region_22,m,other,Bachelor's 1,55,4.0,10,0,60.0,Operations,region_22,m,other,Master's & above 2,33,5.0,7,0,84.0,Analytics,region_6,m,other,Bachelor's 1,26,1.0,3,0,60.0,Finance,region_34,m,sourcing,Bachelor's 2,50,3.0,7,0,47.0,Sales & Marketing,region_2,m,other,Master's & above 1,30,5.0,6,0,60.0,Operations,region_30,f,sourcing,Bachelor's 1,45,4.0,3,0,60.0,Operations,region_4,m,other,Bachelor's 1,31,5.0,3,0,88.0,R&D,region_22,f,sourcing,Bachelor's 1,33,1.0,6,0,57.0,Operations,region_2,f,other,Bachelor's 1,29,3.0,7,0,69.0,Procurement,region_17,f,other,Bachelor's 1,36,3.0,9,0,69.0,Procurement,region_19,m,sourcing,Bachelor's 1,52,5.0,25,0,76.0,Technology,region_4,m,other,Master's & above 1,33,5.0,3,0,49.0,HR,region_22,f,sourcing,Master's & above 1,30,5.0,2,0,53.0,Operations,region_15,m,other,Bachelor's 2,32,3.0,3,0,86.0,Analytics,region_22,m,other,Bachelor's 1,34,5.0,7,0,53.0,HR,region_13,f,sourcing,Master's & above 2,29,3.0,3,0,85.0,Analytics,region_26,m,sourcing,Bachelor's 1,39,3.0,5,0,85.0,Technology,region_2,m,referred,Bachelor's 1,30,2.0,4,0,82.0,Analytics,region_29,m,sourcing,Bachelor's 1,29,4.0,3,0,56.0,Operations,region_31,m,sourcing,Bachelor's 1,37,3.0,10,0,51.0,Sales & Marketing,region_14,m,sourcing,Bachelor's 2,34,5.0,7,0,57.0,Operations,region_32,f,sourcing,Bachelor's 2,36,3.0,5,0,53.0,Sales & Marketing,region_25,m,other,Master's & above 1,39,4.0,4,0,70.0,Procurement,region_17,m,other,Master's & above 1,45,3.0,14,0,49.0,Sales & Marketing,region_13,m,sourcing,Bachelor's 2,28,1.0,2,0,59.0,Finance,region_22,m,other,Bachelor's 1,36,4.0,2,0,80.0,Technology,region_26,m,sourcing,Bachelor's 2,24,5.0,2,0,59.0,Operations,region_11,m,other,Bachelor's 1,36,1.0,10,0,51.0,Sales & Marketing,region_22,m,sourcing,Master's & above 1,37,2.0,7,0,48.0,Sales & Marketing,region_10,m,other,Master's & above 1,35,5.0,6,0,74.0,Procurement,region_7,m,sourcing,Bachelor's 1,33,3.0,9,0,69.0,Procurement,region_14,f,sourcing,Master's & above 1,34,3.0,4,0,79.0,Technology,region_2,f,other,Bachelor's 1,29,3.0,4,0,83.0,Analytics,region_19,m,other,Bachelor's 1,38,4.0,3,0,59.0,Operations,region_26,f,sourcing,Bachelor's 2,35,3.0,6,0,63.0,Operations,region_19,f,other,Bachelor's 1,38,3.0,4,0,86.0,Analytics,region_23,m,sourcing,Master's & above 1,30,4.0,6,0,80.0,Technology,region_21,m,other,Bachelor's 1,26,3.0,2,0,49.0,Sales & Marketing,region_30,m,sourcing,Bachelor's 2,28,1.0,8,0,58.0,Sales & Marketing,region_22,f,other,Bachelor's 1,31,3.0,3,0,49.0,Sales & Marketing,region_10,m,sourcing,Master's & above 1,38,3.0,4,0,81.0,Analytics,region_2,m,other,Master's & above 1,28,1.0,3,0,48.0,Sales & Marketing,region_29,m,other,Bachelor's 1,33,3.0,3,0,89.0,Analytics,region_1,m,other,Master's & above 1,28,4.0,3,0,52.0,Sales & Marketing,region_2,m,referred,Bachelor's 1,43,3.0,13,0,66.0,Procurement,region_2,m,other,Master's & above 2,34,1.0,7,0,57.0,Sales & Marketing,region_2,m,other,Bachelor's 4,29,3.0,3,0,86.0,Analytics,region_32,m,other,Bachelor's 1,31,3.0,5,0,82.0,Technology,region_2,m,other,Bachelor's 2,40,5.0,3,0,73.0,Technology,region_27,m,sourcing,Bachelor's 1,35,4.0,9,1,50.0,Sales & Marketing,region_21,m,sourcing,Bachelor's 1,28,1.0,4,0,51.0,Sales & Marketing,region_32,m,other,Bachelor's 1,28,2.0,3,0,52.0,Sales & Marketing,region_11,m,other,Bachelor's 1,37,5.0,8,0,52.0,Sales & Marketing,region_27,m,other,Master's & above 1,33,1.0,6,0,87.0,Analytics,region_7,m,other,Bachelor's 2,36,4.0,5,0,68.0,Procurement,region_17,m,other,Master's & above 1,38,3.0,9,0,49.0,Sales & Marketing,region_15,m,other,Bachelor's 1,32,5.0,9,0,57.0,Finance,region_7,m,other,Bachelor's 1,34,1.0,4,0,50.0,Sales & Marketing,region_25,m,sourcing,Master's & above 1,26,5.0,2,0,47.0,Sales & Marketing,region_13,m,other,Bachelor's 1,28,3.0,4,0,57.0,Finance,region_6,m,other,Bachelor's 1,22,5.0,2,0,52.0,Sales & Marketing,region_22,m,other,Bachelor's 1,30,2.0,4,0,84.0,Technology,region_9,m,other,Bachelor's 4,29,3.0,6,0,70.0,Procurement,region_31,m,other,Bachelor's 1,51,4.0,7,0,52.0,Sales & Marketing,region_7,m,other,Master's & above 1,40,4.0,3,0,59.0,Operations,region_2,m,sourcing,Bachelor's 1,29,5.0,4,0,52.0,Sales & Marketing,region_7,m,sourcing,Bachelor's 2,26,2.0,2,0,51.0,Sales & Marketing,region_22,m,other,Bachelor's 1,51,4.0,5,0,65.0,Operations,region_15,m,sourcing,Master's & above 1,26,3.0,2,0,60.0,Finance,region_7,f,other,Bachelor's 1,42,3.0,6,0,84.0,Analytics,region_27,m,other,Bachelor's 1,47,3.0,5,0,78.0,Technology,region_2,f,sourcing,Bachelor's 1,44,3.0,4,0,84.0,Analytics,region_7,m,sourcing,Master's & above 2,59,5.0,18,0,90.0,Analytics,region_2,m,other,Master's & above 1,45,1.0,13,0,44.0,Sales & Marketing,region_26,m,other,Bachelor's 1,37,1.0,8,0,84.0,Technology,region_10,m,other,Master's & above 2,38,5.0,4,0,60.0,Operations,region_13,m,other,Bachelor's 1,43,5.0,7,0,64.0,Operations,region_2,f,referred,Master's & above 1,35,3.0,7,0,47.0,HR,region_25,m,other,Master's & above 1,29,2.0,2,0,67.0,Procurement,region_22,m,other,Bachelor's 1,34,3.0,7,0,47.0,Sales & Marketing,region_34,m,other,Master's & above 4,30,3.0,3,0,68.0,Procurement,region_15,m,other,Bachelor's 1,35,3.0,2,0,49.0,Sales & Marketing,region_1,f,other,Master's & above 1,41,2.0,4,0,46.0,Sales & Marketing,region_22,m,other,Master's & above 2,35,1.0,5,0,81.0,R&D,region_7,m,sourcing,Bachelor's 1,35,4.0,7,0,84.0,Analytics,region_31,m,sourcing,Master's & above 1,29,2.0,3,0,51.0,HR,region_2,f,sourcing,Bachelor's 1,33,1.0,8,0,81.0,Analytics,region_22,m,sourcing,Master's & above 3,47,4.0,7,0,57.0,Operations,region_7,m,sourcing,Master's & above 1,29,3.0,3,0,85.0,Analytics,region_6,m,sourcing,Bachelor's 1,32,5.0,4,0,79.0,Analytics,region_26,m,other,Bachelor's 1,58,5.0,3,0,70.0,Procurement,region_2,f,other,Bachelor's 1,25,1.0,2,0,50.0,Sales & Marketing,region_7,m,sourcing,Bachelor's 2,27,5.0,4,0,83.0,Analytics,region_7,m,other,Bachelor's 2,31,1.0,7,0,62.0,Operations,region_2,f,other,Bachelor's 1,39,3.0,7,1,94.0,Procurement,region_2,m,sourcing,Bachelor's 1,24,5.0,2,0,47.0,Sales & Marketing,region_32,m,sourcing,Bachelor's 1,59,3.0,16,0,69.0,Procurement,region_16,f,other,Bachelor's 1,29,5.0,5,0,71.0,Procurement,region_22,f,other,Master's & above 1,36,3.0,8,0,68.0,Procurement,region_17,f,other,Bachelor's 1,27,1.0,5,0,83.0,Technology,region_2,f,other,Bachelor's 2,33,1.0,9,0,78.0,Technology,region_2,f,sourcing,Bachelor's 2,35,5.0,3,0,70.0,Procurement,region_31,f,sourcing,Master's & above 1,33,3.0,4,0,51.0,HR,region_28,m,other,Bachelor's 3,38,3.0,7,1,49.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,37,3.0,4,0,54.0,Operations,region_21,f,sourcing,Bachelor's 1,44,3.0,8,0,53.0,Operations,region_26,m,other,Bachelor's 2,35,4.0,6,0,58.0,Finance,region_4,f,other,Master's & above 1,39,3.0,12,0,57.0,Finance,region_22,m,other,Master's & above 1,37,5.0,9,0,84.0,Analytics,region_4,m,other,Master's & above 1,33,4.0,7,0,59.0,Operations,region_16,f,sourcing,Master's & above 1,39,5.0,7,0,60.0,Finance,region_2,f,other,Master's & above 1,57,5.0,18,0,56.0,Operations,region_2,f,other,Master's & above 1,35,4.0,8,0,52.0,Sales & Marketing,region_7,f,other,Bachelor's 1,45,3.0,6,0,76.0,Technology,region_33,m,other,Master's & above 1,29,5.0,4,0,69.0,Procurement,region_2,f,other,Bachelor's 2,39,3.0,11,0,73.0,Procurement,region_2,f,other,Bachelor's 1,44,1.0,7,0,69.0,Procurement,region_2,f,sourcing,Master's & above 1,32,3.0,5,0,49.0,Sales & Marketing,region_16,m,sourcing,Master's & above 3,33,4.0,5,0,76.0,Technology,region_7,f,sourcing,Master's & above 1,27,3.0,2,0,50.0,HR,region_26,m,other,Bachelor's 1,32,5.0,6,0,57.0,Operations,region_15,m,other,Bachelor's 1,26,2.0,2,0,80.0,Technology,region_22,m,sourcing,Bachelor's 1,32,4.0,4,0,57.0,Finance,region_7,m,other,Bachelor's 1,27,2.0,3,0,49.0,HR,region_7,m,other,Bachelor's 1,24,1.0,3,0,62.0,Finance,region_22,m,other,Bachelor's 1,34,4.0,5,0,68.0,Operations,region_22,m,other,Bachelor's 1,45,1.0,15,0,59.0,Operations,region_7,f,other,Bachelor's 1,29,1.0,2,0,60.0,Operations,region_4,m,other,Bachelor's 1,43,3.0,12,0,68.0,Procurement,region_7,m,sourcing,Master's & above 1,58,1.0,14,0,83.0,Technology,region_27,m,sourcing,Master's & above 1,32,4.0,5,0,68.0,Procurement,region_2,m,other,Bachelor's 4,42,3.0,5,0,47.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,38,3.0,9,0,63.0,Operations,region_17,m,other,Master's & above 1,32,5.0,5,0,50.0,Sales & Marketing,region_7,m,sourcing,Bachelor's 4,32,5.0,8,0,93.0,Technology,region_32,f,sourcing,Bachelor's 1,30,5.0,8,0,50.0,Sales & Marketing,region_16,m,other,Bachelor's 1,43,1.0,5,0,52.0,Operations,region_8,m,other,Master's & above 1,38,3.0,6,0,48.0,Sales & Marketing,region_3,m,other,Master's & above 1,34,4.0,5,0,77.0,Technology,region_2,m,sourcing,Bachelor's 2,40,3.0,11,0,48.0,Sales & Marketing,region_28,m,other,Master's & above 1,43,1.0,13,0,79.0,Technology,region_13,f,sourcing,Bachelor's 1,31,2.0,6,0,50.0,Sales & Marketing,region_20,m,other,Bachelor's 1,28,2.0,2,0,55.0,Sales & Marketing,region_7,f,other,Bachelor's 1,50,3.0,10,0,44.0,Sales & Marketing,region_2,m,other,Master's & above 1,36,4.0,3,0,52.0,Sales & Marketing,region_16,m,other,Master's & above 2,57,1.0,5,0,53.0,Sales & Marketing,region_2,m,sourcing,Master's & above 1,33,5.0,4,0,51.0,Sales & Marketing,region_31,m,sourcing,Bachelor's 1,42,3.0,3,0,82.0,Technology,region_31,m,sourcing,Master's & above 1,26,1.0,3,0,55.0,Operations,region_4,f,sourcing,Bachelor's 1,27,4.0,6,0,64.0,Operations,region_8,f,other,Bachelor's 4,32,1.0,8,0,50.0,Sales & Marketing,region_7,m,other,Bachelor's 1,37,5.0,10,0,88.0,R&D,region_13,m,sourcing,Master's & above 2,34,3.0,9,0,85.0,Analytics,region_16,m,other,Master's & above 2,43,3.0,12,0,47.0,Sales & Marketing,region_4,m,other,Master's & above 2,24,3.0,2,0,77.0,Technology,region_2,f,other,Below Secondary 1,56,3.0,13,0,55.0,Operations,region_11,m,other,Master's & above 1,29,2.0,7,0,82.0,Technology,region_2,m,other,Bachelor's 1,30,3.0,6,0,86.0,Analytics,region_22,m,sourcing,Bachelor's 1,43,4.0,6,0,50.0,Finance,region_4,m,other,Master's & above 1,38,3.0,14,0,51.0,Sales & Marketing,region_12,m,other,Bachelor's 3,43,3.0,5,0,67.0,Procurement,region_4,m,other,Master's & above 1,29,3.0,2,0,85.0,Technology,region_27,f,other,Bachelor's 1,28,4.0,2,0,47.0,Sales & Marketing,region_15,m,other,Bachelor's 1,23,4.0,1,0,59.0,Operations,region_7,m,sourcing,Below Secondary 1,38,2.0,8,0,80.0,Technology,region_2,m,other,Master's & above 1,25,2.0,3,0,57.0,Operations,region_12,f,other,Bachelor's 1,39,3.0,7,0,75.0,Technology,region_30,m,sourcing,Bachelor's 1,33,5.0,2,1,68.0,Procurement,region_4,f,sourcing,Master's & above 1,58,5.0,17,0,62.0,Operations,region_2,f,sourcing,Bachelor's 2,28,3.0,3,0,86.0,Analytics,region_32,m,sourcing,Bachelor's 1,36,3.0,8,0,51.0,Sales & Marketing,region_10,m,other,Master's & above 2,26,3.0,2,0,84.0,Technology,region_27,m,sourcing,Bachelor's 1,40,4.0,12,0,60.0,Operations,region_15,m,other,Bachelor's 2,32,1.0,9,0,48.0,Sales & Marketing,region_6,m,sourcing,Bachelor's 2,33,3.0,9,0,62.0,Operations,region_2,f,sourcing,Bachelor's 1,44,4.0,4,0,50.0,Sales & Marketing,region_7,f,other,Bachelor's 1,30,3.0,5,0,60.0,Operations,region_2,m,other,Bachelor's 2,32,3.0,7,0,48.0,Sales & Marketing,region_8,m,other,Bachelor's 1,37,5.0,11,1,90.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,32,5.0,6,0,58.0,Operations,region_11,m,other,Bachelor's 1,32,5.0,3,0,62.0,Operations,region_20,m,other,Bachelor's 1,29,3.0,3,0,80.0,Technology,region_23,m,other,Bachelor's 1,54,5.0,15,0,70.0,Procurement,region_2,f,other,Master's & above 1,29,3.0,2,0,51.0,Sales & Marketing,region_22,f,sourcing,Bachelor's 2,32,3.0,7,0,70.0,Procurement,region_15,m,other,Bachelor's 1,38,5.0,10,0,65.0,Operations,region_22,f,sourcing,Bachelor's 1,39,3.0,11,0,54.0,Sales & Marketing,region_8,m,sourcing,Bachelor's 1,29,4.0,2,0,85.0,Analytics,region_22,f,sourcing,Bachelor's 2,60,5.0,32,0,69.0,Procurement,region_2,m,other,Master's & above 1,48,2.0,18,0,80.0,Technology,region_2,m,sourcing,Master's & above 2,33,1.0,5,0,46.0,Sales & Marketing,region_16,f,other,Master's & above 2,40,5.0,4,0,58.0,Operations,region_22,m,referred,Master's & above 1,28,5.0,5,0,60.0,Finance,region_11,m,other,Bachelor's 1,34,2.0,8,0,53.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,40,3.0,13,0,49.0,Sales & Marketing,region_33,m,sourcing,Bachelor's 1,37,3.0,3,0,62.0,Operations,region_30,f,other,Bachelor's 2,35,3.0,8,0,50.0,Sales & Marketing,region_29,m,other,Bachelor's 1,29,3.0,6,0,79.0,Technology,region_33,m,other,Bachelor's 1,31,4.0,3,0,88.0,Analytics,region_23,m,sourcing,Bachelor's 1,38,5.0,10,0,60.0,Operations,region_15,m,sourcing,Bachelor's 6,30,3.0,5,0,69.0,Procurement,region_16,m,sourcing,Bachelor's 1,39,5.0,9,0,57.0,Operations,region_7,m,other,Bachelor's 1,27,3.0,5,0,87.0,Analytics,region_26,f,sourcing,Bachelor's 1,33,3.0,5,0,46.0,Sales & Marketing,region_2,m,sourcing,Master's & above 1,37,3.0,7,0,50.0,Sales & Marketing,region_2,f,sourcing,Master's & above 1,30,3.0,5,0,49.0,Sales & Marketing,region_21,m,other,Bachelor's 3,27,3.0,4,0,60.0,Operations,region_22,f,sourcing,Bachelor's 1,31,3.0,7,0,62.0,Operations,region_23,f,other,Bachelor's 1,35,4.0,4,0,81.0,Technology,region_15,m,sourcing,Bachelor's 1,26,1.0,2,0,52.0,HR,region_22,f,sourcing,Bachelor's 1,48,1.0,4,0,50.0,Sales & Marketing,region_4,m,sourcing,Master's & above 2,33,3.0,9,0,69.0,Procurement,region_6,f,other,Bachelor's 1,28,1.0,2,0,71.0,Procurement,region_2,m,other,Bachelor's 1,50,1.0,5,0,52.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,35,3.0,2,0,55.0,Operations,region_13,m,other,Master's & above 1,40,1.0,3,0,71.0,Procurement,region_7,m,other,Master's & above 1,26,1.0,3,0,55.0,Operations,region_15,m,sourcing,Bachelor's 1,32,5.0,7,0,81.0,Analytics,region_6,f,other,Bachelor's 1,31,4.0,4,0,83.0,Technology,region_2,m,sourcing,Bachelor's 1,29,3.0,3,0,60.0,Operations,region_13,m,other,Bachelor's 1,26,2.0,2,0,55.0,Operations,region_22,f,other,Bachelor's 1,28,1.0,2,0,51.0,Sales & Marketing,region_2,f,sourcing,Bachelor's 1,38,4.0,3,0,57.0,Operations,region_11,f,sourcing,Master's & above 1,33,5.0,6,0,60.0,Legal,region_11,m,sourcing,Bachelor's 1,44,3.0,11,0,78.0,Technology,region_5,m,sourcing,Master's & above 1,33,3.0,6,0,51.0,HR,region_7,m,other,Bachelor's 1,34,5.0,2,0,84.0,R&D,region_22,m,sourcing,Master's & above 1,35,4.0,2,0,78.0,Technology,region_33,m,other,Master's & above 1,26,5.0,3,0,59.0,Finance,region_1,m,sourcing,Bachelor's 1,25,3.0,3,0,80.0,Technology,region_23,m,other,Bachelor's 1,42,4.0,14,0,79.0,Technology,region_26,m,other,Bachelor's 1,30,5.0,3,0,91.0,Analytics,region_22,m,other,Bachelor's 1,28,2.0,7,0,63.0,Finance,region_5,m,other,Bachelor's 1,32,4.0,5,0,83.0,Technology,region_4,f,sourcing,Master's & above 3,33,3.0,8,0,49.0,Sales & Marketing,region_15,m,other,Bachelor's 1,50,3.0,20,0,62.0,Operations,region_2,m,other,Master's & above 1,27,1.0,3,0,87.0,Analytics,region_25,m,sourcing,Bachelor's 1,57,4.0,31,0,57.0,Operations,region_2,m,other,Master's & above 1,38,3.0,10,0,55.0,Sales & Marketing,region_15,m,other,Bachelor's 1,35,4.0,8,0,59.0,Operations,region_7,f,sourcing,Bachelor's 1,34,5.0,6,0,57.0,Operations,region_7,m,other,Bachelor's 1,28,2.0,5,0,48.0,Sales & Marketing,region_9,m,sourcing,Bachelor's 1,33,3.0,9,0,50.0,Sales & Marketing,region_10,m,other,Master's & above 1,33,5.0,7,0,59.0,Operations,region_6,m,other,Master's & above 2,28,4.0,4,0,85.0,Analytics,region_4,m,sourcing,Bachelor's 1,48,5.0,7,0,48.0,Sales & Marketing,region_2,m,other,Bachelor's 1,45,2.0,2,0,50.0,Sales & Marketing,region_7,m,sourcing,Master's & above 1,31,3.0,3,0,77.0,Technology,region_4,m,other,Master's & above 1,31,3.0,7,0,83.0,Analytics,region_26,m,sourcing,Bachelor's 2,31,5.0,3,0,50.0,Sales & Marketing,region_16,m,other,Bachelor's 2,31,1.0,6,0,49.0,Sales & Marketing,region_28,m,other,Bachelor's 1,37,3.0,8,0,47.0,HR,region_13,m,sourcing,Bachelor's 1,36,1.0,7,0,68.0,Procurement,region_2,f,referred,Master's & above 1,35,3.0,7,0,64.0,Finance,region_13,f,other,Bachelor's 4,32,3.0,5,0,49.0,Sales & Marketing,region_2,m,other,Bachelor's 1,35,2.0,4,0,49.0,Sales & Marketing,region_31,m,sourcing,Master's & above 1,26,2.0,1,0,46.0,Sales & Marketing,region_7,m,other,Bachelor's 1,39,5.0,12,0,51.0,Sales & Marketing,region_7,f,sourcing,Master's & above 1,34,5.0,8,0,58.0,Operations,region_16,m,other,Bachelor's 1,53,3.0,19,0,83.0,Analytics,region_22,m,sourcing,Master's & above 1,40,4.0,3,0,71.0,Procurement,region_2,f,other,Master's & above 1,36,3.0,3,0,84.0,Analytics,region_32,m,other,Bachelor's 1,39,5.0,12,0,81.0,Technology,region_13,f,sourcing,Bachelor's 1,42,4.0,2,0,78.0,Technology,region_2,f,other,Bachelor's 1,40,3.0,4,0,78.0,Technology,region_26,f,other,Bachelor's 1,29,4.0,3,0,49.0,Sales & Marketing,region_25,m,other,Bachelor's 1,33,4.0,3,0,56.0,Operations,region_31,m,other,Bachelor's 1,33,4.0,7,0,54.0,HR,region_22,m,other,Master's & above 1,35,5.0,7,0,58.0,Operations,region_7,m,sourcing,Master's & above 1,34,3.0,3,0,46.0,Sales & Marketing,region_4,f,sourcing,Bachelor's 2,30,3.0,5,0,47.0,Sales & Marketing,region_9,m,sourcing,Bachelor's 1,38,2.0,10,0,70.0,Procurement,region_20,m,other,Master's & above 1,49,1.0,7,0,50.0,Sales & Marketing,region_26,m,other,Bachelor's 1,32,1.0,7,0,54.0,Sales & Marketing,region_29,m,other,Bachelor's 1,34,3.0,5,0,78.0,Technology,region_23,m,other,Master's & above 1,28,4.0,2,0,69.0,Procurement,region_17,m,other,Bachelor's 1,28,3.0,4,0,72.0,Procurement,region_26,m,other,Bachelor's 1,34,5.0,4,0,85.0,R&D,region_2,f,other,Bachelor's 2,26,4.0,3,0,84.0,Analytics,region_22,f,other,Bachelor's 1,41,3.0,2,0,70.0,Operations,region_22,m,other,Bachelor's 1,26,1.0,2,0,93.0,Technology,region_22,m,sourcing,Bachelor's 1,28,2.0,2,0,80.0,Technology,region_23,m,sourcing,Bachelor's 1,26,4.0,3,0,53.0,Finance,region_22,m,other,Bachelor's 1,36,1.0,2,0,48.0,Sales & Marketing,region_30,m,sourcing,Bachelor's 1,28,1.0,2,0,65.0,Procurement,region_7,f,sourcing,Bachelor's 2,45,2.0,14,0,51.0,Sales & Marketing,region_2,f,sourcing,Master's & above 1,32,5.0,6,0,51.0,Sales & Marketing,region_7,f,sourcing,Master's & above 1,29,4.0,3,0,49.0,Sales & Marketing,region_20,m,sourcing,Bachelor's 1,24,2.0,2,0,71.0,Procurement,region_2,f,other,Below Secondary 1,33,1.0,8,0,44.0,Sales & Marketing,region_22,m,other,Bachelor's 1,33,2.0,8,0,49.0,HR,region_2,m,other,Master's & above 1,27,3.0,3,0,52.0,Sales & Marketing,region_20,m,other,Bachelor's 1,31,5.0,7,0,57.0,Finance,region_7,m,sourcing,Bachelor's 3,34,3.0,6,0,59.0,Finance,region_7,m,sourcing,Master's & above 1,45,5.0,4,0,46.0,Sales & Marketing,region_23,m,other,Master's & above 4,29,5.0,2,0,87.0,Analytics,region_22,m,sourcing,Bachelor's 1,39,1.0,2,0,72.0,Procurement,region_2,f,sourcing,Master's & above 1,48,3.0,17,0,83.0,Analytics,region_2,m,sourcing,Bachelor's 2,56,4.0,10,0,73.0,Procurement,region_2,m,sourcing,Bachelor's 1,32,5.0,6,0,50.0,Sales & Marketing,region_2,m,other,Bachelor's 1,55,5.0,22,0,59.0,Operations,region_22,m,other,Master's & above 3,33,1.0,9,0,76.0,Technology,region_2,f,other,Bachelor's 2,38,2.0,3,0,59.0,Operations,region_4,m,sourcing,Master's & above 1,26,3.0,2,0,80.0,Technology,region_26,f,sourcing,Bachelor's 1,41,3.0,15,0,60.0,Operations,region_2,f,sourcing,Master's & above 1,31,1.0,7,0,84.0,Technology,region_24,m,sourcing,Bachelor's 1,50,1.0,6,0,78.0,Technology,region_16,m,sourcing,Bachelor's 2,52,5.0,17,0,68.0,Procurement,region_2,m,other,Master's & above 1,34,4.0,3,0,51.0,Sales & Marketing,region_31,m,sourcing,Bachelor's 4,27,3.0,4,0,85.0,Analytics,region_7,m,other,Bachelor's 3,36,5.0,12,0,79.0,Technology,region_20,f,sourcing,Master's & above 1,37,1.0,7,0,81.0,Analytics,region_31,m,other,Bachelor's 1,29,5.0,5,0,52.0,Sales & Marketing,region_1,m,sourcing,Bachelor's 1,32,3.0,4,0,50.0,Sales & Marketing,region_14,f,sourcing,Master's & above 1,44,5.0,10,0,87.0,Analytics,region_7,m,sourcing,Bachelor's 1,51,4.0,3,0,82.0,Technology,region_2,m,sourcing,Master's & above 1,36,5.0,7,0,52.0,Sales & Marketing,region_16,f,other,Master's & above 1,42,2.0,7,0,48.0,Sales & Marketing,region_2,f,sourcing,Master's & above 1,33,2.0,5,0,70.0,Procurement,region_2,f,sourcing,Bachelor's 1,40,4.0,3,0,55.0,Operations,region_22,m,referred,Master's & above 1,32,3.0,6,0,51.0,HR,region_11,m,other,Bachelor's 1,28,5.0,4,0,50.0,Sales & Marketing,region_31,m,sourcing,Bachelor's 1,27,2.0,2,0,50.0,Sales & Marketing,region_7,m,other,Bachelor's 1,51,1.0,9,0,59.0,Operations,region_31,m,sourcing,Bachelor's 1,29,4.0,2,0,57.0,Operations,region_1,m,other,Bachelor's 1,33,3.0,5,0,80.0,Technology,region_7,m,other,Master's & above 1,30,2.0,7,0,59.0,Finance,region_6,f,other,Bachelor's 1,44,5.0,5,0,92.0,Operations,region_13,m,other,Master's & above 1,40,2.0,4,0,69.0,Procurement,region_2,f,other,Bachelor's 1,35,1.0,10,0,50.0,Sales & Marketing,region_4,f,other,Bachelor's 1,30,2.0,6,0,52.0,Sales & Marketing,region_26,m,sourcing,Bachelor's 1,27,4.0,3,0,65.0,Operations,region_12,m,sourcing,Bachelor's 1,32,5.0,6,0,44.0,Sales & Marketing,region_20,m,other,Bachelor's 1,37,3.0,8,0,53.0,Sales & Marketing,region_16,m,other,Bachelor's 2,42,3.0,7,0,68.0,Procurement,region_22,f,other,Master's & above 1,32,5.0,3,0,59.0,Operations,region_15,f,other,Bachelor's 1,37,5.0,7,0,51.0,Sales & Marketing,region_31,m,sourcing,Bachelor's 1,47,1.0,7,0,49.0,Sales & Marketing,region_26,m,other,Bachelor's 1,37,3.0,10,0,49.0,Sales & Marketing,region_1,m,other,Master's & above 1,38,4.0,2,0,60.0,Operations,region_26,m,other,Bachelor's 1,35,3.0,6,0,80.0,R&D,region_2,m,sourcing,Bachelor's 1,49,1.0,5,0,48.0,Sales & Marketing,region_13,m,sourcing,Bachelor's 3,35,3.0,5,0,54.0,Sales & Marketing,region_16,m,sourcing,Bachelor's 1,32,3.0,6,0,79.0,Technology,region_7,f,other,Master's & above 1,42,5.0,16,1,98.0,Sales & Marketing,region_7,m,other,Master's & above 1,32,2.0,4,0,72.0,Procurement,region_30,m,other,Bachelor's 1,26,5.0,4,0,59.0,Operations,region_28,m,other,Bachelor's 3,35,1.0,3,0,49.0,Sales & Marketing,region_27,m,other,Bachelor's 1,48,4.0,14,0,60.0,Finance,region_2,f,sourcing,Master's & above 1,38,4.0,3,0,64.0,Operations,region_22,m,sourcing,Master's & above 1,27,4.0,2,0,56.0,Sales & Marketing,region_1,m,other,Bachelor's 1,39,4.0,4,0,71.0,Procurement,region_31,f,other,Bachelor's 1,23,4.0,2,0,65.0,Sales & Marketing,region_13,m,other,Bachelor's 2,33,3.0,7,0,50.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,45,4.0,16,0,70.0,Procurement,region_4,f,sourcing,Master's & above 3,32,3.0,7,0,50.0,Sales & Marketing,region_5,m,other,Bachelor's 1,27,2.0,5,0,58.0,Operations,region_22,m,sourcing,Bachelor's 1,37,4.0,5,0,78.0,Technology,region_10,m,sourcing,Master's & above 2,27,4.0,2,0,49.0,Sales & Marketing,region_12,f,sourcing,Bachelor's 1,39,4.0,12,0,46.0,HR,region_7,f,other,Master's & above 1,28,5.0,4,0,53.0,Sales & Marketing,region_22,m,sourcing,Bachelor's 1,29,1.0,4,0,55.0,Sales & Marketing,region_28,m,other,Bachelor's 1,30,3.0,3,0,79.0,Technology,region_15,m,sourcing,Bachelor's 2,32,4.0,4,0,49.0,Sales & Marketing,region_2,m,other,Bachelor's 1,41,4.0,10,0,58.0,HR,region_7,m,other,Master's & above 2,30,3.0,5,0,74.0,Procurement,region_15,m,sourcing,Bachelor's 2,30,4.0,7,0,59.0,Operations,region_12,f,other,Bachelor's 1,30,5.0,8,0,82.0,Technology,region_7,m,sourcing,Bachelor's 1,37,2.0,5,0,49.0,Sales & Marketing,region_22,m,sourcing,Master's & above 1,46,3.0,15,0,58.0,Operations,region_26,m,other,Bachelor's 1,30,5.0,4,0,47.0,Sales & Marketing,region_19,m,other,Bachelor's 2,34,5.0,8,0,51.0,Sales & Marketing,region_4,m,sourcing,Bachelor's 1,30,4.0,5,0,69.0,Procurement,region_22,m,other,Master's & above 1,39,5.0,3,0,87.0,Analytics,region_5,m,sourcing,Bachelor's 1,32,3.0,8,0,60.0,Operations,region_11,f,sourcing,Bachelor's 1,33,3.0,6,0,60.0,Operations,region_10,m,sourcing,Master's & above 1,27,3.0,3,0,62.0,Operations,region_26,f,sourcing,Bachelor's 1,47,1.0,14,0,44.0,Sales & Marketing,region_26,m,other,Master's & above 1,32,4.0,4,0,69.0,Procurement,region_2,f,sourcing,Bachelor's 1,30,3.0,3,0,48.0,HR,region_31,m,sourcing,Bachelor's 1,36,3.0,8,0,58.0,Legal,region_13,m,other,Bachelor's 1,33,3.0,9,0,69.0,Operations,region_22,m,other,Bachelor's 2,30,4.0,1,0,81.0,Technology,region_26,m,other,Bachelor's 1,41,3.0,3,0,43.0,Sales & Marketing,region_13,m,sourcing,Master's & above 1,45,2.0,4,0,51.0,Sales & Marketing,region_2,f,sourcing,Master's & above 1,26,5.0,3,0,56.0,Operations,region_8,m,sourcing,Bachelor's 1,31,1.0,6,0,56.0,Operations,region_24,f,other,Bachelor's 1,31,4.0,2,0,52.0,Sales & Marketing,region_22,f,sourcing,Bachelor's 1,37,4.0,11,0,62.0,Operations,region_23,m,other,Bachelor's 1,31,3.0,5,0,85.0,Analytics,region_2,f,other,Bachelor's 2,34,4.0,8,0,64.0,Operations,region_2,f,sourcing,Bachelor's 1,32,4.0,2,0,81.0,Technology,region_7,m,other,Master's & above 1,34,3.0,7,0,52.0,Sales & Marketing,region_22,f,sourcing,Bachelor's 2,34,3.0,2,0,67.0,Procurement,region_13,m,other,Bachelor's 1,30,5.0,9,0,73.0,Procurement,region_10,f,other,Bachelor's 2,33,5.0,5,0,44.0,Sales & Marketing,region_4,f,sourcing,Bachelor's 1,41,5.0,4,0,64.0,Operations,region_22,m,other,Bachelor's 1,46,3.0,14,0,86.0,Technology,region_15,m,sourcing,Bachelor's 1,43,5.0,8,0,47.0,Sales & Marketing,region_2,m,other,Bachelor's 1,39,2.0,3,0,69.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,34,5.0,2,0,58.0,Finance,region_5,m,sourcing,Bachelor's 1,35,4.0,3,0,72.0,Procurement,region_21,m,other,Bachelor's 2,36,3.0,5,0,50.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 2,44,2.0,11,0,51.0,Sales & Marketing,region_7,m,other,Bachelor's 2,31,4.0,2,0,49.0,Sales & Marketing,region_32,f,other,Bachelor's 1,36,4.0,8,0,59.0,Operations,region_20,m,other,Master's & above 1,41,4.0,13,0,87.0,Analytics,region_7,m,sourcing,Master's & above 1,36,5.0,9,0,60.0,Operations,region_15,m,other,Bachelor's 1,33,3.0,5,0,59.0,Operations,region_34,m,other,Master's & above 1,41,5.0,11,0,59.0,Operations,region_15,f,other,Bachelor's 1,50,4.0,18,0,58.0,Operations,region_22,f,sourcing,Master's & above 1,30,3.0,6,0,84.0,Analytics,region_31,m,sourcing,Master's & above 1,55,3.0,5,0,63.0,Finance,region_2,f,other,Bachelor's 2,34,3.0,6,0,85.0,Analytics,region_26,m,other,Bachelor's 1,29,4.0,3,0,87.0,Analytics,region_7,f,other,Bachelor's 1,35,5.0,8,0,59.0,Operations,region_14,m,sourcing,Bachelor's 1,38,5.0,8,0,47.0,Sales & Marketing,region_17,m,other,Master's & above 2,35,3.0,6,0,93.0,Analytics,region_22,m,sourcing,Master's & above 1,28,5.0,5,0,82.0,Technology,region_16,m,sourcing,Bachelor's 1,46,4.0,14,0,82.0,Technology,region_10,m,other,Master's & above 1,25,2.0,2,0,63.0,Operations,region_26,f,other,Bachelor's 1,27,5.0,5,0,82.0,Analytics,region_6,m,sourcing,Bachelor's 1,37,5.0,2,0,48.0,Sales & Marketing,region_23,m,sourcing,Master's & above 1,44,5.0,9,0,53.0,Sales & Marketing,region_14,m,sourcing,Master's & above 2,38,3.0,9,0,85.0,Analytics,region_7,m,other,Bachelor's 1,34,5.0,8,0,59.0,Operations,region_15,m,other,Bachelor's 1,41,4.0,7,0,60.0,Operations,region_27,m,sourcing,Bachelor's 2,31,3.0,2,0,88.0,Analytics,region_22,m,sourcing,Bachelor's 1,42,4.0,11,0,58.0,Operations,region_2,f,sourcing,Bachelor's 1,30,4.0,3,0,46.0,Sales & Marketing,region_9,m,sourcing,Master's & above 1,41,2.0,8,0,60.0,Operations,region_2,f,other,Master's & above 1,33,3.0,7,0,55.0,Operations,region_9,f,other,Master's & above 1,28,2.0,4,1,55.0,Finance,region_2,f,other,Bachelor's 1,35,3.0,9,0,54.0,Sales & Marketing,region_2,f,sourcing,Master's & above 1,40,2.0,11,0,47.0,Sales & Marketing,region_31,m,other,Master's & above 1,37,3.0,4,0,62.0,Operations,region_19,m,sourcing,Master's & above 1,44,5.0,6,0,59.0,Operations,region_30,f,sourcing,Master's & above 1,40,4.0,8,0,57.0,Legal,region_2,m,other,Bachelor's 1,51,4.0,24,0,48.0,Sales & Marketing,region_2,m,other,Master's & above 1,33,3.0,4,0,47.0,Sales & Marketing,region_2,m,other,Master's & above 1,36,5.0,6,0,53.0,Operations,region_13,m,sourcing,Master's & above 1,42,1.0,8,0,79.0,Technology,region_2,m,sourcing,Bachelor's 1,42,1.0,5,0,51.0,Sales & Marketing,region_19,m,other,Master's & above 1,23,3.0,2,0,49.0,Sales & Marketing,region_11,m,other,Bachelor's 1,32,4.0,6,0,75.0,Technology,region_5,m,other,Bachelor's 1,40,3.0,4,0,88.0,Analytics,region_26,m,other,Bachelor's 1,34,5.0,7,0,46.0,Sales & Marketing,region_25,m,other,Master's & above 1,32,5.0,5,0,58.0,Operations,region_29,f,sourcing,Bachelor's 1,56,3.0,13,0,79.0,Technology,region_7,m,sourcing,Master's & above 1,39,5.0,4,0,82.0,Analytics,region_2,m,sourcing,Bachelor's 1,57,1.0,5,0,48.0,Sales & Marketing,region_16,m,sourcing,Bachelor's 1,36,2.0,4,0,50.0,Sales & Marketing,region_7,m,other,Bachelor's 1,28,5.0,5,0,62.0,Operations,region_30,m,sourcing,Bachelor's 1,30,5.0,10,0,71.0,Procurement,region_30,m,sourcing,Bachelor's 1,30,4.0,4,0,53.0,HR,region_22,m,referred,Bachelor's 1,53,3.0,13,0,80.0,Technology,region_2,f,other,Bachelor's 1,41,3.0,6,0,58.0,Operations,region_2,m,other,Bachelor's 1,36,1.0,10,0,80.0,Technology,region_26,m,sourcing,Bachelor's 2,27,2.0,2,0,80.0,Technology,region_2,m,sourcing,Bachelor's 3,26,3.0,2,0,85.0,Analytics,region_11,m,other,Bachelor's 1,46,1.0,3,0,51.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,34,4.0,8,0,48.0,Sales & Marketing,region_1,m,sourcing,Master's & above 1,29,4.0,4,0,57.0,Operations,region_6,f,sourcing,Bachelor's 1,33,5.0,4,0,80.0,Technology,region_25,f,other,Master's & above 1,50,1.0,22,0,59.0,Operations,region_7,m,other,Master's & above 1,34,4.0,5,0,51.0,Sales & Marketing,region_25,m,sourcing,Master's & above 1,28,1.0,3,0,49.0,Sales & Marketing,region_29,m,sourcing,Bachelor's 1,27,5.0,3,0,49.0,Sales & Marketing,region_1,m,other,Bachelor's 2,29,4.0,3,0,55.0,Finance,region_27,f,other,Bachelor's 1,44,4.0,11,0,47.0,Sales & Marketing,region_4,m,other,Master's & above 1,34,5.0,3,0,57.0,Operations,region_13,f,sourcing,Master's & above 1,38,2.0,4,0,68.0,Procurement,region_2,f,other,Bachelor's 1,32,3.0,4,0,70.0,Procurement,region_2,m,sourcing,Bachelor's 1,31,3.0,3,0,58.0,Operations,region_15,m,other,Bachelor's 2,38,3.0,5,0,60.0,Operations,region_2,m,other,Bachelor's 1,45,4.0,3,0,46.0,HR,region_2,f,sourcing,Bachelor's 2,31,5.0,5,0,66.0,Procurement,region_20,f,other,Bachelor's 1,32,4.0,4,0,44.0,Sales & Marketing,region_16,m,sourcing,Bachelor's 1,41,4.0,13,0,80.0,Analytics,region_2,m,sourcing,Master's & above 1,31,5.0,6,0,57.0,Operations,region_10,m,other,Master's & above 1,35,3.0,4,0,87.0,Analytics,region_1,m,sourcing,Master's & above 1,39,4.0,9,0,95.0,Technology,region_20,m,sourcing,Master's & above 1,34,5.0,8,0,51.0,Sales & Marketing,region_23,m,sourcing,Bachelor's 2,35,1.0,7,1,64.0,Finance,region_2,f,other,Bachelor's 1,32,3.0,5,0,82.0,Analytics,region_2,m,other,Bachelor's 3,43,5.0,4,0,82.0,Analytics,region_2,m,sourcing,Bachelor's 1,31,4.0,6,0,72.0,Procurement,region_22,m,sourcing,Master's & above 1,36,3.0,3,0,68.0,Procurement,region_31,f,other,Bachelor's 1,33,2.0,2,0,47.0,Sales & Marketing,region_15,m,other,Bachelor's 1,37,4.0,5,0,77.0,Technology,region_27,m,other,Master's & above 1,31,1.0,5,0,54.0,Operations,region_29,m,sourcing,Bachelor's 2,33,4.0,4,0,84.0,Technology,region_20,m,sourcing,Master's & above 1,35,3.0,10,0,69.0,Procurement,region_7,m,other,Master's & above 1,31,3.0,7,0,59.0,Operations,region_11,m,sourcing,Bachelor's 1,34,1.0,2,0,47.0,Sales & Marketing,region_16,f,other,Master's & above 1,36,3.0,2,0,80.0,Analytics,region_14,m,other,Bachelor's 4,58,3.0,2,0,57.0,Finance,region_2,m,other,Master's & above 1,32,3.0,7,0,60.0,Operations,region_2,m,sourcing,Bachelor's 2,41,1.0,3,0,47.0,Sales & Marketing,region_2,m,sourcing,Master's & above 1,54,4.0,4,0,47.0,Sales & Marketing,region_7,m,other,Master's & above 2,37,1.0,8,0,47.0,Sales & Marketing,region_14,m,sourcing,Bachelor's 2,32,5.0,7,0,63.0,Operations,region_14,f,other,Bachelor's 1,26,2.0,4,0,50.0,Sales & Marketing,region_22,m,other,Bachelor's 1,32,4.0,4,1,89.0,HR,region_3,m,other,Master's & above 1,29,4.0,4,0,74.0,Technology,region_13,m,sourcing,Master's & above 2,35,5.0,10,0,68.0,Procurement,region_7,f,other,Master's & above 1,48,1.0,2,0,54.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 2,34,3.0,3,0,56.0,Finance,region_28,m,other,Bachelor's 1,52,3.0,14,0,57.0,Operations,region_2,f,other,Master's & above 1,36,5.0,2,0,56.0,Operations,region_2,m,sourcing,Master's & above 1,57,5.0,30,0,54.0,Operations,region_22,m,sourcing,Bachelor's 2,35,4.0,2,0,79.0,Technology,region_23,m,other,Master's & above 1,32,1.0,4,0,75.0,Procurement,region_11,m,other,Bachelor's 1,36,2.0,9,0,63.0,Operations,region_14,m,other,Bachelor's 1,28,5.0,5,0,47.0,Sales & Marketing,region_29,f,other,Bachelor's 2,30,1.0,2,0,51.0,Sales & Marketing,region_9,m,other,Bachelor's 1,47,4.0,3,1,47.0,Sales & Marketing,region_2,f,sourcing,Bachelor's 1,43,4.0,7,0,56.0,Operations,region_2,f,sourcing,Bachelor's 1,47,4.0,14,0,59.0,Operations,region_15,m,sourcing,Master's & above 1,37,4.0,8,0,81.0,Technology,region_2,m,referred,Bachelor's 1,32,1.0,3,0,84.0,Analytics,region_27,m,sourcing,Bachelor's 1,39,1.0,10,0,56.0,Operations,region_15,f,other,Bachelor's 1,30,5.0,4,0,62.0,Operations,region_15,m,sourcing,Bachelor's 3,39,3.0,2,0,53.0,Sales & Marketing,region_7,f,sourcing,Bachelor's 1,29,4.0,5,0,60.0,Operations,region_11,m,sourcing,Bachelor's 1,37,3.0,3,0,78.0,Technology,region_22,m,other,Master's & above 1,50,3.0,12,0,48.0,Sales & Marketing,region_2,m,other,Bachelor's 1,32,3.0,8,0,49.0,Sales & Marketing,region_11,m,other,Bachelor's 3,40,5.0,6,1,84.0,Technology,region_16,m,other,Master's & above 1,25,3.0,1,0,48.0,Sales & Marketing,region_2,f,other,Bachelor's 1,24,4.0,2,0,47.0,Sales & Marketing,region_27,f,sourcing,Bachelor's 1,43,3.0,5,0,75.0,Technology,region_30,m,other,Master's & above 1,44,1.0,7,0,47.0,Sales & Marketing,region_7,m,sourcing,Master's & above 1,30,5.0,6,0,46.0,Sales & Marketing,region_27,m,other,Bachelor's 1,57,3.0,2,0,50.0,Sales & Marketing,region_2,f,other,Master's & above 1,28,5.0,2,0,49.0,HR,region_26,f,other,Bachelor's 1,24,5.0,2,0,49.0,Sales & Marketing,region_26,m,sourcing,Bachelor's 2,38,1.0,8,0,50.0,Sales & Marketing,region_13,m,other,Bachelor's 1,36,1.0,7,0,52.0,Sales & Marketing,region_26,m,sourcing,Bachelor's 2,47,2.0,18,0,72.0,Procurement,region_2,m,other,Bachelor's 2,40,2.0,6,0,50.0,Sales & Marketing,region_7,m,other,Bachelor's 1,36,3.0,7,0,81.0,Technology,region_7,f,sourcing,Master's & above 3,31,5.0,9,0,82.0,Analytics,region_28,m,other,Master's & above 1,40,4.0,9,0,65.0,Procurement,region_2,m,other,Bachelor's 1,27,4.0,4,0,72.0,Procurement,region_23,f,other,Bachelor's 1,35,3.0,3,0,59.0,Operations,region_8,m,sourcing,Bachelor's 1,44,3.0,11,0,51.0,Sales & Marketing,region_2,f,sourcing,Master's & above 1,30,1.0,2,0,78.0,Technology,region_16,f,other,Bachelor's 1,29,5.0,2,0,88.0,Analytics,region_30,m,other,Bachelor's 1,32,3.0,5,0,51.0,Sales & Marketing,region_13,f,sourcing,Master's & above 1,49,4.0,19,0,60.0,Operations,region_27,m,other,Master's & above 1,26,1.0,4,0,47.0,Sales & Marketing,region_27,m,other,Bachelor's 4,45,1.0,3,0,48.0,Sales & Marketing,region_2,m,other,Master's & above 1,40,5.0,12,0,55.0,Sales & Marketing,region_2,f,other,Master's & above 2,28,4.0,3,0,82.0,Analytics,region_29,m,other,Bachelor's 1,46,5.0,16,0,75.0,Operations,region_7,m,other,Master's & above 1,45,5.0,5,0,58.0,Operations,region_2,f,other,Bachelor's 1,30,1.0,5,0,84.0,Analytics,region_6,m,sourcing,Bachelor's 1,41,2.0,15,0,83.0,Technology,region_15,m,other,Master's & above 1,43,3.0,12,0,51.0,Sales & Marketing,region_7,m,other,Master's & above 3,35,4.0,4,0,54.0,Operations,region_22,m,other,Master's & above 1,31,4.0,4,0,71.0,Procurement,region_31,m,other,Bachelor's 1,28,2.0,2,0,53.0,Sales & Marketing,region_6,m,other,Bachelor's 1,33,4.0,2,0,59.0,Operations,region_2,f,sourcing,Master's & above 1,32,3.0,4,0,85.0,R&D,region_22,m,sourcing,Bachelor's 1,40,4.0,9,0,49.0,Sales & Marketing,region_28,m,sourcing,Master's & above 1,29,5.0,4,0,85.0,Analytics,region_9,m,sourcing,Master's & above 1,32,2.0,7,0,50.0,Sales & Marketing,region_7,m,other,Bachelor's 1,25,5.0,3,0,57.0,Operations,region_26,f,other,Bachelor's 3,49,3.0,6,0,70.0,Procurement,region_7,m,other,Bachelor's 2,36,3.0,4,0,48.0,Sales & Marketing,region_2,m,sourcing,Master's & above 2,31,3.0,3,0,46.0,Sales & Marketing,region_13,f,sourcing,Bachelor's 1,36,5.0,7,0,69.0,Procurement,region_2,m,sourcing,Master's & above 2,32,5.0,7,0,58.0,Operations,region_22,m,other,Bachelor's 1,27,4.0,3,0,71.0,Procurement,region_2,m,other,Bachelor's 1,39,2.0,3,0,81.0,Analytics,region_32,m,sourcing,Bachelor's 1,36,4.0,9,0,66.0,Procurement,region_8,f,other,Master's & above 2,30,3.0,4,0,48.0,Sales & Marketing,region_16,m,sourcing,Bachelor's 1,29,4.0,5,0,78.0,Technology,region_2,f,other,Bachelor's 1,32,2.0,1,0,59.0,Finance,region_2,m,other,Bachelor's 1,29,4.0,2,0,77.0,Procurement,region_17,f,sourcing,Bachelor's 2,31,3.0,5,0,71.0,Procurement,region_2,f,other,Bachelor's 1,58,4.0,31,0,53.0,Sales & Marketing,region_16,m,other,Master's & above 1,33,5.0,6,0,78.0,Technology,region_16,m,other,Master's & above 1,32,4.0,4,0,68.0,Procurement,region_11,f,other,Bachelor's 1,32,5.0,9,0,70.0,Operations,region_23,f,other,Bachelor's 1,32,5.0,7,1,93.0,Operations,region_12,f,other,Bachelor's 1,41,5.0,13,0,80.0,Technology,region_15,m,other,Master's & above 2,35,5.0,9,0,86.0,Analytics,region_22,m,other,Master's & above 1,35,3.0,9,0,87.0,Analytics,region_2,m,other,Master's & above 1,39,5.0,8,0,54.0,Sales & Marketing,region_15,m,other,Bachelor's 1,30,4.0,7,0,52.0,Sales & Marketing,region_19,m,sourcing,Bachelor's 1,51,4.0,8,0,56.0,Sales & Marketing,region_16,m,other,Bachelor's 2,50,4.0,24,0,60.0,Operations,region_2,f,other,Master's & above 1,39,1.0,11,0,58.0,Operations,region_15,m,other,Bachelor's 1,31,3.0,6,0,69.0,Procurement,region_13,f,sourcing,Bachelor's 1,36,3.0,8,0,83.0,Technology,region_33,m,other,Bachelor's 2,32,1.0,7,0,53.0,Sales & Marketing,region_7,f,sourcing,Bachelor's 2,25,3.0,3,0,84.0,Analytics,region_19,m,sourcing,Bachelor's 1,35,1.0,10,0,68.0,Procurement,region_26,f,other,Bachelor's 1,49,5.0,18,0,58.0,Operations,region_26,m,sourcing,Master's & above 1,34,4.0,5,0,57.0,Operations,region_2,f,other,Bachelor's 1,32,3.0,7,0,50.0,HR,region_22,m,referred,Master's & above 2,33,4.0,7,0,51.0,Sales & Marketing,region_7,m,sourcing,Bachelor's 1,40,3.0,5,0,58.0,Finance,region_2,m,sourcing,Master's & above 1,30,5.0,7,0,51.0,Sales & Marketing,region_15,m,other,Bachelor's 1,41,3.0,4,0,48.0,Sales & Marketing,region_8,m,other,Master's & above 1,29,3.0,3,0,86.0,R&D,region_22,m,sourcing,Master's & above 1,41,2.0,11,0,79.0,Technology,region_15,m,sourcing,Master's & above 1,29,4.0,3,0,50.0,HR,region_2,m,other,Bachelor's 1,34,3.0,2,0,57.0,Finance,region_26,m,other,Bachelor's 1,41,4.0,9,0,52.0,Sales & Marketing,region_13,m,sourcing,Master's & above 1,35,3.0,4,0,60.0,Operations,region_15,m,sourcing,Master's & above 1,29,5.0,3,0,69.0,Procurement,region_26,f,sourcing,Bachelor's 1,42,3.0,9,0,47.0,Sales & Marketing,region_16,f,other,Bachelor's 2,35,1.0,5,0,82.0,Technology,region_8,m,sourcing,Master's & above 1,58,3.0,3,0,67.0,Procurement,region_7,m,other,Master's & above 2,28,5.0,5,0,89.0,Analytics,region_22,f,sourcing,Bachelor's 1,41,2.0,11,0,80.0,Technology,region_24,m,sourcing,Master's & above 1,34,3.0,5,0,65.0,Sales & Marketing,region_4,f,other,Master's & above 2,37,3.0,10,0,66.0,Procurement,region_7,m,sourcing,Bachelor's 1,38,3.0,8,0,71.0,Procurement,region_11,f,sourcing,Master's & above 2,33,3.0,10,0,78.0,Technology,region_7,m,other,Master's & above 1,31,5.0,4,0,84.0,R&D,region_26,m,sourcing,Bachelor's 1,26,1.0,2,0,88.0,Analytics,region_29,m,other,Bachelor's 1,44,4.0,11,0,97.0,Operations,region_16,m,sourcing,Master's & above 1,44,4.0,10,0,52.0,Sales & Marketing,region_19,m,sourcing,Bachelor's 1,40,3.0,8,0,70.0,Procurement,region_26,m,other,Bachelor's 1,33,3.0,3,0,52.0,Sales & Marketing,region_2,m,other,Master's & above 1,29,5.0,4,0,87.0,R&D,region_22,m,sourcing,Bachelor's 2,41,5.0,4,0,56.0,Operations,region_2,m,other,Bachelor's 1,32,4.0,5,0,78.0,Technology,region_2,f,sourcing,Master's & above 2,35,2.0,9,0,51.0,Sales & Marketing,region_2,f,other,Bachelor's 1,55,1.0,14,0,76.0,Technology,region_2,f,other,Master's & above 2,42,5.0,9,0,49.0,Sales & Marketing,region_4,m,sourcing,Master's & above 1,33,4.0,3,0,57.0,Operations,region_11,m,sourcing,Bachelor's 1,31,5.0,4,0,65.0,Procurement,region_23,m,other,Bachelor's 1,31,3.0,7,0,60.0,Finance,region_32,f,sourcing,Bachelor's 1,36,5.0,7,0,52.0,Sales & Marketing,region_22,m,other,Bachelor's 5,30,3.0,1,0,68.0,Procurement,region_5,m,other,Bachelor's 1,34,1.0,3,0,47.0,Sales & Marketing,region_14,m,sourcing,Bachelor's 1,25,4.0,2,0,86.0,Analytics,region_1,m,other,Bachelor's 1,31,1.0,4,0,54.0,Sales & Marketing,region_17,m,other,Bachelor's 1,36,4.0,11,0,48.0,Sales & Marketing,region_2,m,referred,Bachelor's 1,35,3.0,3,0,54.0,Sales & Marketing,region_22,m,sourcing,Master's & above 1,37,5.0,10,0,42.0,Sales & Marketing,region_23,m,other,Master's & above 1,29,3.0,4,0,82.0,R&D,region_22,m,sourcing,Bachelor's 1,35,5.0,4,0,58.0,Operations,region_23,f,other,Master's & above 1,40,5.0,10,0,62.0,Operations,region_31,f,other,Master's & above 2,32,1.0,5,0,47.0,Sales & Marketing,region_7,m,other,Bachelor's 2,36,3.0,11,0,86.0,Analytics,region_2,m,other,Master's & above 1,36,5.0,3,0,50.0,HR,region_7,m,other,Master's & above 1,38,4.0,7,0,70.0,Procurement,region_2,f,sourcing,Bachelor's 1,31,1.0,3,0,52.0,Sales & Marketing,region_17,m,other,Bachelor's 1,36,3.0,4,0,71.0,Procurement,region_2,m,other,Bachelor's 1,42,5.0,12,0,51.0,Sales & Marketing,region_16,m,other,Bachelor's 1,31,2.0,2,0,79.0,Analytics,region_31,m,other,Bachelor's 1,58,3.0,4,0,52.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 5,32,3.0,3,0,52.0,Sales & Marketing,region_22,m,other,Bachelor's 3,30,3.0,7,0,57.0,Finance,region_2,m,sourcing,Bachelor's 2,37,3.0,11,0,77.0,Technology,region_2,f,sourcing,Master's & above 2,43,5.0,13,0,51.0,HR,region_2,m,sourcing,Master's & above 1,27,1.0,4,0,86.0,Analytics,region_26,m,other,Bachelor's 1,43,5.0,14,0,83.0,Analytics,region_4,m,other,Master's & above 2,36,3.0,10,0,80.0,Analytics,region_4,m,other,Master's & above 2,31,5.0,6,1,98.0,Finance,region_13,m,other,Bachelor's 1,27,3.0,3,0,58.0,Operations,region_7,m,other,Bachelor's 4,27,5.0,4,0,84.0,Analytics,region_22,m,other,Bachelor's 1,37,3.0,10,1,94.0,Operations,region_15,m,other,Bachelor's 1,31,5.0,8,0,49.0,Sales & Marketing,region_28,m,sourcing,Bachelor's 1,26,3.0,3,0,51.0,HR,region_7,m,other,Bachelor's 1,35,1.0,6,0,54.0,Sales & Marketing,region_34,m,other,Bachelor's 1,41,5.0,10,0,46.0,Sales & Marketing,region_28,m,other,Bachelor's 1,34,5.0,8,0,81.0,Analytics,region_22,m,sourcing,Bachelor's 2,28,3.0,4,0,68.0,Procurement,region_31,m,other,Bachelor's 3,41,3.0,4,0,60.0,Operations,region_22,m,sourcing,Bachelor's 1,32,3.0,6,0,50.0,Sales & Marketing,region_29,m,sourcing,Bachelor's 1,60,1.0,17,0,68.0,Procurement,region_2,m,sourcing,Master's & above 2,30,5.0,6,0,85.0,Analytics,region_28,m,other,Bachelor's 1,40,5.0,3,0,47.0,Sales & Marketing,region_7,f,sourcing,Bachelor's 1,49,5.0,18,0,60.0,Legal,region_2,m,sourcing,Bachelor's 1,39,1.0,8,0,50.0,Sales & Marketing,region_22,m,sourcing,Bachelor's 1,37,3.0,9,0,63.0,Sales & Marketing,region_7,m,sourcing,Bachelor's 1,29,4.0,5,0,68.0,Procurement,region_2,f,other,Bachelor's 2,35,4.0,3,1,50.0,Sales & Marketing,region_28,m,other,Master's & above 1,52,5.0,11,0,70.0,Procurement,region_19,m,other,Master's & above 1,28,3.0,2,0,51.0,Sales & Marketing,region_15,f,other,Bachelor's 1,39,3.0,9,0,49.0,Sales & Marketing,region_28,m,other,Bachelor's 1,42,5.0,5,0,50.0,Sales & Marketing,region_13,m,sourcing,Bachelor's 1,27,3.0,6,0,69.0,Procurement,region_26,f,sourcing,Bachelor's 2,27,2.0,2,0,86.0,Analytics,region_2,m,other,Bachelor's 1,32,3.0,3,0,77.0,Technology,region_26,f,other,Master's & above 2,32,1.0,5,0,48.0,Sales & Marketing,region_7,m,other,Bachelor's 1,52,2.0,20,0,50.0,Sales & Marketing,region_26,m,other,Master's & above 1,42,4.0,14,0,69.0,Procurement,region_2,m,sourcing,Bachelor's 1,43,2.0,15,0,67.0,Procurement,region_27,f,other,Master's & above 1,38,5.0,3,0,70.0,Procurement,region_4,m,sourcing,Master's & above 2,34,5.0,3,0,85.0,Analytics,region_7,m,sourcing,Master's & above 1,56,5.0,19,0,62.0,Operations,region_2,m,other,Bachelor's 2,32,1.0,5,0,48.0,Sales & Marketing,region_19,m,other,Bachelor's 1,41,3.0,12,0,57.0,Operations,region_13,f,other,Master's & above 3,43,3.0,6,0,84.0,Technology,region_31,m,sourcing,Master's & above 2,44,3.0,4,0,83.0,Analytics,region_7,m,other,Bachelor's 1,40,1.0,7,0,69.0,Procurement,region_20,m,sourcing,Master's & above 1,35,5.0,3,0,78.0,Procurement,region_2,f,other,Master's & above 2,33,5.0,3,0,87.0,Analytics,region_22,m,sourcing,Bachelor's 1,27,5.0,4,1,81.0,Procurement,region_22,f,sourcing,Bachelor's 3,37,3.0,8,0,52.0,Sales & Marketing,region_28,m,other,Bachelor's 1,32,4.0,5,0,59.0,Finance,region_28,m,other,Master's & above 1,32,3.0,2,0,77.0,Sales & Marketing,region_2,m,other,Bachelor's 1,35,5.0,2,0,69.0,Procurement,region_16,m,other,Bachelor's 1,43,5.0,4,0,52.0,Sales & Marketing,region_2,f,other,Master's & above 1,31,3.0,2,0,51.0,Sales & Marketing,region_15,m,sourcing,Bachelor's 1,29,1.0,4,0,52.0,Sales & Marketing,region_13,m,sourcing,Bachelor's 2,33,1.0,2,0,62.0,Operations,region_13,f,sourcing,Bachelor's 1,38,1.0,8,0,51.0,Sales & Marketing,region_13,f,other,Master's & above 1,48,5.0,5,0,83.0,Analytics,region_2,m,other,Bachelor's 1,36,4.0,5,0,52.0,Sales & Marketing,region_28,m,sourcing,Master's & above 1,58,3.0,27,0,46.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 3,25,3.0,3,0,87.0,Analytics,region_22,m,other,Bachelor's 2,30,5.0,5,0,87.0,Analytics,region_7,m,other,Bachelor's 5,34,2.0,2,0,48.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,30,3.0,4,0,81.0,Analytics,region_26,m,other,Bachelor's 1,36,4.0,9,0,64.0,Operations,region_15,f,sourcing,Bachelor's 1,38,3.0,6,0,57.0,Finance,region_2,m,other,Master's & above 1,40,3.0,7,0,49.0,Sales & Marketing,region_4,m,sourcing,Master's & above 2,33,3.0,6,0,67.0,Procurement,region_22,m,sourcing,Bachelor's 1,22,2.0,2,0,79.0,Technology,region_2,f,other,Bachelor's 1,46,4.0,18,0,64.0,Operations,region_22,m,other,Master's & above 1,34,5.0,8,0,82.0,Analytics,region_25,m,sourcing,Master's & above 1,33,2.0,6,0,54.0,Sales & Marketing,region_22,m,other,Bachelor's 1,52,3.0,17,0,80.0,Technology,region_13,m,other,Bachelor's 1,34,3.0,9,0,48.0,Sales & Marketing,region_19,f,sourcing,Bachelor's 1,40,1.0,7,0,70.0,Procurement,region_26,m,other,Master's & above 1,41,3.0,10,0,57.0,Operations,region_2,m,sourcing,Bachelor's 1,27,2.0,1,0,56.0,Operations,region_22,m,sourcing,Bachelor's 2,45,3.0,4,0,69.0,Procurement,region_2,m,sourcing,Bachelor's 1,32,3.0,7,0,54.0,Operations,region_34,m,sourcing,Bachelor's 1,32,1.0,5,0,57.0,Operations,region_23,m,sourcing,Bachelor's 1,50,3.0,9,0,47.0,Sales & Marketing,region_27,m,other,Master's & above 1,57,4.0,28,0,58.0,Finance,region_2,m,other,Master's & above 1,36,5.0,8,1,62.0,Operations,region_15,m,referred,Master's & above 1,37,2.0,5,0,84.0,R&D,region_7,m,sourcing,Bachelor's 1,42,5.0,12,0,73.0,Operations,region_32,f,sourcing,Master's & above 1,30,2.0,4,0,43.0,Sales & Marketing,region_6,f,other,Bachelor's 1,29,3.0,4,0,69.0,Procurement,region_11,f,other,Bachelor's 1,30,1.0,3,0,77.0,Technology,region_26,m,sourcing,Bachelor's 2,28,3.0,4,0,62.0,Operations,region_2,f,sourcing,Bachelor's 1,31,4.0,5,0,82.0,Technology,region_7,f,sourcing,Bachelor's 1,34,3.0,5,0,59.0,Legal,region_7,m,other,Bachelor's 1,35,4.0,8,0,63.0,Finance,region_4,m,other,Master's & above 1,31,4.0,2,1,53.0,Operations,region_28,f,other,Master's & above 1,28,3.0,6,0,84.0,Technology,region_9,f,other,Bachelor's 1,43,4.0,7,0,79.0,Technology,region_7,m,other,Master's & above 1,43,3.0,6,0,62.0,Operations,region_16,f,other,Bachelor's 1,35,4.0,2,0,66.0,Procurement,region_13,f,sourcing,Bachelor's 2,29,1.0,6,0,48.0,HR,region_22,m,other,Bachelor's 1,34,3.0,7,0,82.0,Technology,region_7,m,other,Bachelor's 1,34,3.0,7,0,88.0,Analytics,region_19,m,other,Bachelor's 1,29,5.0,4,0,83.0,Technology,region_15,m,other,Bachelor's 1,30,3.0,6,0,84.0,Analytics,region_25,m,other,Bachelor's 1,29,5.0,4,0,58.0,Sales & Marketing,region_2,m,other,Bachelor's 1,39,5.0,9,0,48.0,Sales & Marketing,region_30,m,other,Bachelor's 1,30,4.0,4,0,56.0,Operations,region_22,m,sourcing,Bachelor's 1,31,2.0,7,0,51.0,Sales & Marketing,region_28,m,other,Master's & above 1,43,4.0,10,0,56.0,Operations,region_7,f,sourcing,Master's & above 1,35,2.0,5,0,51.0,Sales & Marketing,region_11,m,sourcing,Master's & above 1,40,2.0,11,0,70.0,Procurement,region_2,f,other,Master's & above 3,31,1.0,3,0,48.0,Sales & Marketing,region_2,m,other,Bachelor's 1,28,4.0,2,0,81.0,Technology,region_7,f,sourcing,Bachelor's 1,31,5.0,3,0,57.0,Operations,region_16,m,other,Bachelor's 1,28,4.0,1,0,62.0,Operations,region_10,m,other,Bachelor's 1,43,3.0,11,0,87.0,Analytics,region_2,m,other,Bachelor's 3,38,3.0,10,0,47.0,Sales & Marketing,region_26,m,sourcing,Master's & above 1,29,5.0,5,0,53.0,Sales & Marketing,region_28,f,other,Master's & above 1,38,3.0,9,0,87.0,Analytics,region_1,m,sourcing,Master's & above 1,36,3.0,3,0,58.0,Operations,region_13,f,sourcing,Bachelor's 1,39,4.0,9,0,74.0,Procurement,region_2,f,sourcing,Bachelor's 1,43,3.0,2,0,50.0,Sales & Marketing,region_11,m,other,Bachelor's 2,38,1.0,7,0,85.0,Analytics,region_22,m,other,Master's & above 1,34,5.0,7,0,66.0,Procurement,region_2,m,sourcing,Bachelor's 1,46,5.0,5,0,76.0,Technology,region_7,m,other,Bachelor's 1,48,4.0,7,0,57.0,Operations,region_2,m,sourcing,Master's & above 2,25,3.0,2,0,60.0,Finance,region_27,f,other,Bachelor's 1,40,3.0,11,0,49.0,Sales & Marketing,region_2,m,sourcing,Master's & above 1,41,3.0,10,0,91.0,R&D,region_2,m,sourcing,Bachelor's 1,53,5.0,17,0,44.0,Sales & Marketing,region_2,m,other,Master's & above 1,35,4.0,7,0,82.0,Technology,region_2,f,sourcing,Bachelor's 1,32,5.0,2,0,59.0,Operations,region_7,f,other,Master's & above 1,53,3.0,2,0,52.0,Sales & Marketing,region_2,f,other,Bachelor's 1,28,4.0,2,0,50.0,Sales & Marketing,region_9,m,sourcing,Bachelor's 1,27,5.0,4,0,73.0,Procurement,region_26,m,sourcing,Bachelor's 3,37,5.0,8,0,63.0,Operations,region_22,m,other,Bachelor's 1,41,3.0,15,0,49.0,Sales & Marketing,region_30,m,sourcing,Bachelor's 1,28,3.0,1,0,58.0,Operations,region_20,m,other,Bachelor's 1,29,3.0,4,0,52.0,Sales & Marketing,region_29,m,sourcing,Bachelor's 2,33,5.0,7,0,59.0,Operations,region_7,m,other,Bachelor's 1,50,3.0,21,0,57.0,Operations,region_2,f,other,Bachelor's 1,45,3.0,5,0,58.0,Operations,region_2,m,sourcing,Bachelor's 1,51,3.0,13,0,77.0,Technology,region_31,m,sourcing,Master's & above 1,34,3.0,5,0,82.0,Technology,region_26,m,other,Master's & above 1,32,4.0,2,0,58.0,Operations,region_19,m,other,Master's & above 2,32,5.0,4,0,85.0,Analytics,region_22,m,referred,Bachelor's 1,43,3.0,14,0,58.0,Operations,region_19,m,other,Master's & above 1,56,3.0,17,0,81.0,Technology,region_33,m,other,Bachelor's 2,39,3.0,7,0,47.0,Sales & Marketing,region_7,m,sourcing,Bachelor's 1,33,5.0,6,0,48.0,Sales & Marketing,region_14,m,other,Bachelor's 1,36,3.0,3,0,81.0,Technology,region_13,f,sourcing,Master's & above 1,30,4.0,3,0,60.0,Finance,region_13,m,sourcing,Bachelor's 1,30,3.0,7,0,51.0,HR,region_2,m,sourcing,Bachelor's 2,46,3.0,2,0,50.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 2,45,3.0,15,0,82.0,Analytics,region_2,m,other,Bachelor's 1,36,4.0,10,0,82.0,R&D,region_7,m,sourcing,Master's & above 1,31,1.0,2,0,56.0,Finance,region_32,m,other,Bachelor's 1,36,4.0,3,0,58.0,Operations,region_5,f,other,Master's & above 1,34,4.0,5,0,66.0,Procurement,region_10,m,sourcing,Master's & above 1,43,4.0,12,0,51.0,Operations,region_31,f,sourcing,Bachelor's 1,32,3.0,6,0,67.0,Procurement,region_16,m,other,Bachelor's 1,36,2.0,7,0,54.0,HR,region_7,m,other,Bachelor's 2,36,1.0,5,0,88.0,Analytics,region_2,m,other,Bachelor's 1,26,3.0,4,0,49.0,HR,region_25,f,sourcing,Bachelor's 1,25,4.0,1,0,74.0,Technology,region_29,m,sourcing,Bachelor's 1,34,3.0,7,0,50.0,HR,region_2,f,other,Bachelor's 1,31,4.0,7,0,90.0,Operations,region_7,f,sourcing,Bachelor's 1,29,2.0,3,0,49.0,Sales & Marketing,region_9,m,sourcing,Bachelor's 1,36,3.0,5,0,87.0,R&D,region_2,m,other,Bachelor's 2,25,3.0,4,0,79.0,Technology,region_2,f,other,Bachelor's 1,33,4.0,9,0,52.0,Sales & Marketing,region_7,m,sourcing,Bachelor's 1,48,4.0,5,1,57.0,Operations,region_22,m,other,Bachelor's 4,34,3.0,4,0,67.0,Procurement,region_28,m,other,Master's & above 1,34,4.0,9,0,65.0,Procurement,region_8,f,sourcing,Master's & above 3,31,3.0,6,0,73.0,Procurement,region_16,m,other,Bachelor's 1,35,3.0,4,0,89.0,Analytics,region_32,m,sourcing,Bachelor's 1,50,3.0,8,0,59.0,Operations,region_2,m,other,Master's & above 1,30,2.0,3,0,78.0,Technology,region_22,m,sourcing,Bachelor's 1,30,5.0,7,0,62.0,Legal,region_27,m,other,Bachelor's 1,42,5.0,4,0,73.0,Procurement,region_16,m,other,Master's & above 1,37,3.0,9,0,51.0,Sales & Marketing,region_10,m,other,Bachelor's 1,29,4.0,3,0,75.0,Procurement,region_22,f,sourcing,Bachelor's 1,38,1.0,3,0,79.0,Technology,region_23,m,other,Master's & above 2,46,3.0,11,0,62.0,Operations,region_2,m,other,Master's & above 1,28,3.0,2,0,54.0,Sales & Marketing,region_11,m,sourcing,Bachelor's 1,48,5.0,5,0,54.0,Operations,region_7,m,other,Bachelor's 1,33,3.0,7,0,82.0,Technology,region_4,f,sourcing,Bachelor's 1,28,3.0,3,0,72.0,Procurement,region_17,f,sourcing,Bachelor's 1,33,3.0,5,0,81.0,Technology,region_7,m,sourcing,Bachelor's 2,47,1.0,3,0,51.0,Sales & Marketing,region_4,m,other,Master's & above 1,37,3.0,9,0,67.0,Procurement,region_30,m,other,Bachelor's 2,51,5.0,16,0,62.0,Operations,region_2,f,sourcing,Master's & above 1,43,5.0,5,0,72.0,Operations,region_15,m,other,Bachelor's 1,36,5.0,8,0,83.0,Technology,region_5,m,other,Bachelor's 2,29,3.0,3,0,76.0,Technology,region_15,m,sourcing,Bachelor's 1,32,3.0,5,0,65.0,Operations,region_23,f,sourcing,Bachelor's 1,54,2.0,19,0,66.0,Operations,region_15,m,sourcing,Bachelor's 1,34,3.0,3,0,60.0,Operations,region_19,m,other,Bachelor's 1,28,5.0,2,0,85.0,Analytics,region_28,m,sourcing,Bachelor's 1,27,5.0,3,0,86.0,Analytics,region_25,m,sourcing,Bachelor's 1,31,4.0,4,0,60.0,Operations,region_10,f,sourcing,Master's & above 1,29,3.0,2,0,59.0,Operations,region_29,m,sourcing,Bachelor's 2,28,4.0,3,0,85.0,Analytics,region_22,f,other,Bachelor's 1,37,4.0,5,0,54.0,Sales & Marketing,region_26,m,other,Bachelor's 1,49,1.0,8,0,51.0,HR,region_2,m,sourcing,Bachelor's 1,30,1.0,4,0,71.0,Procurement,region_22,f,sourcing,Bachelor's 1,35,1.0,2,0,81.0,Technology,region_13,f,other,Bachelor's 1,40,1.0,5,0,76.0,Technology,region_26,f,sourcing,Master's & above 1,47,4.0,18,0,51.0,Sales & Marketing,region_15,m,sourcing,Bachelor's 1,34,3.0,7,0,55.0,HR,region_2,m,other,Master's & above 1,56,1.0,21,0,70.0,Procurement,region_2,m,other,Master's & above 1,47,3.0,7,0,52.0,Sales & Marketing,region_13,m,other,Master's & above 1,32,4.0,3,0,68.0,Operations,region_22,m,sourcing,Bachelor's 1,42,4.0,3,0,49.0,Sales & Marketing,region_19,m,other,Bachelor's 1,42,1.0,14,0,49.0,Sales & Marketing,region_7,f,sourcing,Bachelor's 1,27,2.0,4,0,46.0,Sales & Marketing,region_15,m,sourcing,Bachelor's 1,30,3.0,5,0,53.0,Sales & Marketing,region_29,m,sourcing,Bachelor's 2,29,5.0,2,0,64.0,Operations,region_23,m,sourcing,Bachelor's 2,29,1.0,3,0,48.0,Sales & Marketing,region_2,m,other,Bachelor's 1,37,3.0,2,0,73.0,Procurement,region_2,m,sourcing,Master's & above 1,30,2.0,2,0,56.0,Operations,region_3,m,other,Bachelor's 1,53,3.0,7,0,83.0,Technology,region_2,m,other,Bachelor's 1,29,4.0,6,0,81.0,Technology,region_25,f,other,Bachelor's 2,33,1.0,2,0,52.0,Sales & Marketing,region_30,m,sourcing,Bachelor's 1,29,4.0,5,0,48.0,Sales & Marketing,region_23,m,sourcing,Bachelor's 1,45,5.0,18,0,48.0,HR,region_7,m,other,Bachelor's 1,40,5.0,3,1,60.0,Operations,region_22,m,other,Bachelor's 1,38,1.0,8,0,73.0,Technology,region_2,m,sourcing,Bachelor's 1,59,5.0,9,0,77.0,Technology,region_2,f,sourcing,Master's & above 1,30,5.0,5,0,49.0,Sales & Marketing,region_2,f,sourcing,Bachelor's 4,33,1.0,7,0,50.0,Sales & Marketing,region_7,m,other,Master's & above 1,30,5.0,4,0,44.0,Sales & Marketing,region_11,f,sourcing,Bachelor's 1,56,3.0,4,0,83.0,Analytics,region_2,m,other,Bachelor's 1,31,4.0,3,0,68.0,Procurement,region_7,f,sourcing,Master's & above 1,29,1.0,3,0,84.0,Analytics,region_32,m,sourcing,Master's & above 1,34,3.0,8,0,85.0,Analytics,region_29,m,other,Bachelor's 1,35,5.0,4,0,83.0,Technology,region_7,f,other,Master's & above 2,50,3.0,19,0,48.0,Sales & Marketing,region_2,f,other,Master's & above 1,37,3.0,2,0,95.0,Sales & Marketing,region_12,m,other,Bachelor's 4,32,2.0,3,0,64.0,Procurement,region_23,m,other,Bachelor's 1,31,4.0,2,0,88.0,Analytics,region_22,m,sourcing,Bachelor's 1,48,1.0,14,0,50.0,Sales & Marketing,region_31,m,sourcing,Master's & above 1,27,3.0,2,0,72.0,Procurement,region_14,f,other,Bachelor's 1,48,3.0,19,0,66.0,Procurement,region_17,f,other,Bachelor's 1,30,3.0,2,0,88.0,Analytics,region_8,m,other,Bachelor's 1,37,3.0,9,0,79.0,Technology,region_11,f,other,Master's & above 2,31,5.0,6,0,49.0,Sales & Marketing,region_4,m,sourcing,Bachelor's 1,37,3.0,8,0,46.0,Sales & Marketing,region_22,m,sourcing,Master's & above 2,30,5.0,3,0,65.0,Procurement,region_17,f,other,Bachelor's 2,38,5.0,9,0,48.0,Sales & Marketing,region_14,m,other,Bachelor's 1,28,4.0,2,0,58.0,Operations,region_28,f,other,Bachelor's 1,33,4.0,7,0,54.0,Sales & Marketing,region_1,m,other,Master's & above 1,28,4.0,4,0,63.0,Finance,region_22,f,sourcing,Bachelor's 1,29,1.0,2,0,86.0,R&D,region_22,m,sourcing,Bachelor's 1,30,3.0,8,0,76.0,Technology,region_5,m,sourcing,Bachelor's 1,40,4.0,5,0,75.0,Technology,region_5,m,other,Master's & above 2,25,3.0,1,0,48.0,Sales & Marketing,region_22,m,sourcing,Bachelor's 1,45,3.0,16,0,51.0,Sales & Marketing,region_22,m,sourcing,Master's & above 2,26,2.0,3,0,84.0,Analytics,region_22,m,other,Bachelor's 1,32,5.0,6,0,80.0,Technology,region_4,m,sourcing,Bachelor's 1,29,3.0,2,0,47.0,Sales & Marketing,region_26,f,other,Bachelor's 2,30,3.0,4,0,78.0,Technology,region_13,m,other,Bachelor's 1,36,4.0,10,0,55.0,Operations,region_15,m,sourcing,Bachelor's 1,28,5.0,4,0,82.0,Analytics,region_2,m,other,Bachelor's 2,42,1.0,2,0,51.0,Sales & Marketing,region_23,m,other,Master's & above 1,39,2.0,9,0,47.0,Sales & Marketing,region_32,m,other,Bachelor's 5,29,1.0,5,0,69.0,Procurement,region_22,m,other,Bachelor's 1,30,1.0,4,0,56.0,Operations,region_2,m,sourcing,Bachelor's 2,48,3.0,4,0,70.0,Procurement,region_2,m,other,Bachelor's 1,43,3.0,16,0,56.0,Operations,region_2,m,sourcing,Bachelor's 3,35,4.0,9,0,62.0,Operations,region_22,m,sourcing,Master's & above 1,29,3.0,4,0,81.0,Technology,region_23,m,sourcing,Bachelor's 1,33,4.0,6,0,85.0,Analytics,region_22,m,other,Master's & above 1,36,3.0,5,0,48.0,Sales & Marketing,region_2,m,sourcing,Master's & above 1,37,3.0,3,1,58.0,Operations,region_22,m,sourcing,Master's & above 1,37,5.0,10,0,58.0,Operations,region_22,m,referred,Bachelor's 3,24,1.0,1,0,54.0,Sales & Marketing,region_2,f,other,Bachelor's 1,34,3.0,7,0,80.0,Analytics,region_7,m,other,Master's & above 1,27,1.0,4,0,84.0,Analytics,region_22,f,other,Bachelor's 1,39,4.0,9,0,54.0,Sales & Marketing,region_2,f,other,Bachelor's 1,36,1.0,4,0,86.0,Analytics,region_29,m,sourcing,Bachelor's 1,34,5.0,3,0,81.0,Analytics,region_28,m,sourcing,Master's & above 1,43,4.0,11,0,46.0,Sales & Marketing,region_26,m,other,Bachelor's 1,30,5.0,5,0,58.0,Legal,region_22,m,referred,Bachelor's 1,32,1.0,3,0,50.0,Sales & Marketing,region_23,f,other,Master's & above 2,39,3.0,10,0,83.0,Technology,region_33,m,sourcing,Master's & above 2,31,2.0,5,0,67.0,Procurement,region_7,f,other,Bachelor's 1,33,3.0,5,0,58.0,Operations,region_34,m,sourcing,Bachelor's 2,33,4.0,8,0,90.0,Operations,region_7,f,other,Master's & above 1,30,5.0,5,0,86.0,Analytics,region_28,m,sourcing,Master's & above 2,43,3.0,4,0,60.0,Operations,region_2,f,sourcing,Bachelor's 2,37,4.0,6,0,68.0,Procurement,region_27,m,other,Bachelor's 1,38,1.0,8,0,53.0,Sales & Marketing,region_3,m,other,Bachelor's 3,31,5.0,4,0,80.0,Technology,region_2,m,sourcing,Bachelor's 1,30,5.0,2,0,71.0,Procurement,region_7,f,other,Bachelor's 1,37,5.0,3,0,70.0,Procurement,region_15,m,other,Bachelor's 1,32,2.0,7,0,70.0,Procurement,region_5,f,other,Master's & above 1,28,3.0,2,0,57.0,Operations,region_1,m,other,Bachelor's 1,60,3.0,6,0,57.0,Operations,region_2,f,other,Bachelor's 2,31,3.0,4,0,72.0,Procurement,region_14,m,other,Bachelor's 1,35,3.0,5,0,54.0,HR,region_31,m,other,Bachelor's 1,35,3.0,8,0,53.0,Sales & Marketing,region_5,m,sourcing,Bachelor's 2,27,3.0,3,0,87.0,Analytics,region_17,m,sourcing,Bachelor's 1,26,3.0,5,0,71.0,Procurement,region_2,f,other,Below Secondary 2,28,3.0,2,0,68.0,Procurement,region_2,m,other,Bachelor's 1,35,4.0,3,0,53.0,Sales & Marketing,region_5,m,other,Master's & above 1,29,2.0,2,0,68.0,Procurement,region_5,f,sourcing,Bachelor's 1,41,1.0,6,0,49.0,Sales & Marketing,region_14,m,other,Bachelor's 3,37,5.0,7,0,87.0,Analytics,region_26,m,other,Bachelor's 2,45,4.0,2,0,60.0,Operations,region_2,m,sourcing,Bachelor's 1,41,3.0,6,0,51.0,Sales & Marketing,region_31,m,other,Bachelor's 1,42,3.0,7,0,49.0,Sales & Marketing,region_25,m,sourcing,Master's & above 1,35,3.0,7,0,57.0,Operations,region_2,f,sourcing,Bachelor's 1,25,5.0,2,0,47.0,HR,region_7,m,other,Bachelor's 2,34,3.0,8,0,49.0,Sales & Marketing,region_2,m,other,Bachelor's 1,34,3.0,3,0,87.0,R&D,region_11,m,sourcing,Bachelor's 1,42,2.0,5,0,71.0,Procurement,region_2,f,other,Master's & above 1,31,3.0,7,0,63.0,Operations,region_2,f,sourcing,Bachelor's 1,29,5.0,4,0,72.0,Procurement,region_7,f,other,Bachelor's 1,26,4.0,2,0,56.0,Sales & Marketing,region_28,f,other,Bachelor's 2,32,3.0,6,0,49.0,HR,region_23,m,other,Bachelor's 2,38,3.0,8,0,77.0,Operations,region_31,m,sourcing,Master's & above 1,37,5.0,7,0,62.0,Sales & Marketing,region_25,m,other,Master's & above 1,49,3.0,18,0,49.0,Sales & Marketing,region_2,f,other,Bachelor's 1,30,4.0,5,0,80.0,Technology,region_7,f,other,Bachelor's 1,36,5.0,8,0,47.0,Sales & Marketing,region_13,m,other,Bachelor's 1,25,2.0,2,0,51.0,Sales & Marketing,region_22,f,other,Bachelor's 1,36,5.0,11,0,55.0,Finance,region_2,m,other,Master's & above 1,58,5.0,16,0,76.0,Technology,region_2,f,sourcing,Bachelor's 4,29,3.0,4,0,51.0,Sales & Marketing,region_26,f,other,Bachelor's 1,20,1.0,2,0,83.0,Technology,region_2,f,other,Master's & above 2,37,2.0,2,0,51.0,Sales & Marketing,region_11,m,other,Bachelor's 1,39,4.0,7,0,49.0,Sales & Marketing,region_24,m,sourcing,Master's & above 1,38,3.0,9,0,48.0,HR,region_27,f,other,Bachelor's 2,31,1.0,4,0,50.0,Sales & Marketing,region_23,m,other,Bachelor's 1,30,5.0,3,0,85.0,R&D,region_26,m,other,Bachelor's 1,51,1.0,7,0,70.0,Procurement,region_2,f,sourcing,Master's & above 1,31,3.0,5,0,82.0,R&D,region_8,m,sourcing,Bachelor's 1,35,5.0,5,0,57.0,Operations,region_31,m,sourcing,Bachelor's 1,31,3.0,4,0,70.0,Procurement,region_10,f,other,Master's & above 1,37,3.0,9,0,48.0,HR,region_7,f,other,Master's & above 3,28,2.0,2,0,55.0,Finance,region_32,m,other,Bachelor's 1,56,4.0,26,0,73.0,Technology,region_2,m,other,Master's & above 1,39,3.0,3,0,48.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,34,5.0,7,0,49.0,Sales & Marketing,region_13,m,other,Bachelor's 2,29,1.0,2,0,84.0,R&D,region_32,m,other,Master's & above 1,40,3.0,9,0,63.0,Legal,region_2,m,sourcing,Master's & above 1,50,3.0,21,0,58.0,Operations,region_13,m,sourcing,Master's & above 1,40,1.0,3,0,53.0,Sales & Marketing,region_7,m,other,Bachelor's 1,33,2.0,6,0,78.0,Technology,region_1,m,other,Master's & above 1,32,5.0,4,0,53.0,HR,region_25,f,other,Master's & above 4,28,3.0,2,0,64.0,Procurement,region_9,m,sourcing,Bachelor's 1,39,5.0,11,0,84.0,Analytics,region_22,m,sourcing,Master's & above 1,39,5.0,4,0,83.0,R&D,region_26,m,other,Bachelor's 1,44,3.0,15,0,51.0,Sales & Marketing,region_23,m,sourcing,Bachelor's 1,26,4.0,3,0,48.0,Sales & Marketing,region_13,m,other,Bachelor's 2,37,3.0,4,0,66.0,Procurement,region_31,m,sourcing,Master's & above 1,30,1.0,3,0,52.0,Sales & Marketing,region_31,f,other,Bachelor's 1,38,2.0,3,0,51.0,Sales & Marketing,region_2,m,other,Master's & above 1,35,5.0,3,0,62.0,Operations,region_5,f,sourcing,Master's & above 1,33,1.0,2,0,79.0,Technology,region_33,f,other,Bachelor's 1,31,4.0,4,0,70.0,Procurement,region_22,f,sourcing,Bachelor's 1,31,3.0,6,0,95.0,Sales & Marketing,region_2,m,other,Master's & above 2,32,3.0,6,0,70.0,Procurement,region_26,m,sourcing,Bachelor's 1,35,4.0,11,0,73.0,Procurement,region_13,m,other,Bachelor's 1,33,2.0,3,0,48.0,Sales & Marketing,region_27,m,other,Bachelor's 1,27,3.0,5,0,52.0,HR,region_17,m,sourcing,Bachelor's 1,37,5.0,10,0,58.0,Operations,region_31,f,sourcing,Master's & above 1,32,4.0,4,0,82.0,Analytics,region_22,m,sourcing,Bachelor's 1,27,4.0,4,0,65.0,Operations,region_26,f,other,Bachelor's 1,35,3.0,3,0,46.0,HR,region_4,f,other,Master's & above 1,37,5.0,7,0,56.0,Operations,region_2,m,sourcing,Bachelor's 1,34,4.0,6,0,46.0,Sales & Marketing,region_22,m,sourcing,Master's & above 1,29,3.0,5,0,79.0,Technology,region_14,m,sourcing,Bachelor's 1,33,3.0,6,0,60.0,Finance,region_2,m,other,Master's & above 1,38,1.0,12,0,80.0,Technology,region_13,f,sourcing,Master's & above 1,41,3.0,6,0,51.0,Sales & Marketing,region_31,m,sourcing,Bachelor's 3,29,4.0,3,0,72.0,Procurement,region_1,f,other,Bachelor's 1,38,4.0,10,0,59.0,Operations,region_2,m,other,Bachelor's 1,31,5.0,6,0,50.0,Sales & Marketing,region_3,m,other,Bachelor's 1,41,2.0,11,0,58.0,Operations,region_2,m,other,Bachelor's 2,29,3.0,4,0,63.0,Operations,region_4,m,sourcing,Bachelor's 1,35,3.0,10,0,85.0,Analytics,region_13,m,other,Bachelor's 1,40,3.0,6,0,85.0,Technology,region_33,m,sourcing,Bachelor's 1,33,3.0,10,0,58.0,Operations,region_11,m,sourcing,Master's & above 2,51,3.0,6,0,63.0,Operations,region_2,m,other,Master's & above 1,58,3.0,9,0,78.0,Technology,region_16,m,other,Bachelor's 1,31,4.0,5,0,65.0,Legal,region_2,m,sourcing,Bachelor's 1,40,5.0,4,0,49.0,Sales & Marketing,region_26,m,other,Bachelor's 1,40,1.0,6,0,48.0,Sales & Marketing,region_5,m,other,Bachelor's 1,26,3.0,2,0,85.0,Analytics,region_22,m,other,Master's & above 1,28,2.0,2,0,71.0,Operations,region_22,m,other,Below Secondary 1,35,5.0,10,0,69.0,Procurement,region_22,m,other,Bachelor's 1,39,4.0,13,0,48.0,Sales & Marketing,region_16,m,sourcing,Bachelor's 1,47,3.0,6,0,52.0,HR,region_2,f,other,Master's & above 1,26,3.0,4,0,86.0,Analytics,region_20,m,other,Bachelor's 1,27,3.0,5,0,60.0,Operations,region_20,m,other,Bachelor's 1,34,2.0,7,0,60.0,Operations,region_15,m,other,Bachelor's 1,44,2.0,15,0,78.0,Technology,region_2,f,other,Bachelor's 1,28,2.0,2,0,70.0,Procurement,region_22,m,other,Bachelor's 1,32,5.0,2,0,55.0,Operations,region_13,m,other,Bachelor's 1,43,5.0,2,0,59.0,Operations,region_21,f,other,Bachelor's 1,30,5.0,6,0,44.0,Sales & Marketing,region_27,m,sourcing,Bachelor's 2,35,2.0,6,0,83.0,Analytics,region_2,m,sourcing,Bachelor's 1,26,3.0,2,0,82.0,Technology,region_5,f,other,Bachelor's 3,35,3.0,5,0,67.0,Procurement,region_23,f,other,Bachelor's 1,31,3.0,3,0,60.0,Operations,region_7,f,other,Master's & above 1,46,4.0,15,0,60.0,Operations,region_15,m,sourcing,Bachelor's 1,32,3.0,10,0,79.0,Technology,region_26,m,sourcing,Bachelor's 1,31,1.0,3,0,52.0,Sales & Marketing,region_27,f,other,Bachelor's 4,31,3.0,7,0,52.0,Sales & Marketing,region_26,m,other,Bachelor's 1,41,3.0,7,0,47.0,Sales & Marketing,region_16,m,other,Bachelor's 1,59,4.0,7,0,49.0,Sales & Marketing,region_2,f,other,Bachelor's 1,35,5.0,4,0,60.0,Operations,region_22,m,other,Bachelor's 1,34,3.0,3,0,48.0,Sales & Marketing,region_2,f,other,Bachelor's 1,56,4.0,18,0,47.0,HR,region_2,m,other,Master's & above 1,27,5.0,2,0,49.0,Sales & Marketing,region_10,m,other,Bachelor's 1,29,3.0,2,0,48.0,Sales & Marketing,region_28,m,other,Master's & above 1,32,4.0,8,0,65.0,Operations,region_8,m,sourcing,Bachelor's 1,28,5.0,3,0,59.0,Legal,region_22,m,other,Bachelor's 1,35,5.0,2,0,51.0,Sales & Marketing,region_28,m,sourcing,Master's & above 3,26,3.0,2,0,56.0,Finance,region_30,m,other,Bachelor's 1,30,5.0,4,0,87.0,Analytics,region_29,m,other,Bachelor's 2,37,3.0,2,0,86.0,R&D,region_2,m,other,Master's & above 2,46,1.0,5,0,46.0,Sales & Marketing,region_2,f,other,Bachelor's 1,29,3.0,2,0,64.0,Legal,region_22,m,other,Bachelor's 1,37,3.0,3,0,81.0,Technology,region_5,m,other,Bachelor's 1,34,3.0,9,0,65.0,Procurement,region_16,f,other,Bachelor's 1,53,5.0,17,0,77.0,Technology,region_13,m,other,Master's & above 1,23,5.0,2,1,90.0,Technology,region_16,f,sourcing,Below Secondary 1,29,4.0,4,0,57.0,Operations,region_27,f,sourcing,Bachelor's 1,32,5.0,4,0,49.0,Sales & Marketing,region_1,f,other,Master's & above 1,35,3.0,4,0,65.0,Procurement,region_30,f,other,Master's & above 1,36,5.0,7,0,50.0,Sales & Marketing,region_26,m,sourcing,Bachelor's 4,31,3.0,2,0,48.0,Sales & Marketing,region_7,m,other,Bachelor's 1,36,5.0,9,0,64.0,Operations,region_20,f,sourcing,Bachelor's 2,32,2.0,6,0,55.0,Sales & Marketing,region_2,f,sourcing,Master's & above 1,53,5.0,3,0,56.0,Operations,region_2,f,sourcing,Bachelor's 1,45,4.0,13,0,62.0,Finance,region_2,m,sourcing,Bachelor's 2,33,3.0,7,0,62.0,Operations,region_26,m,sourcing,Bachelor's 1,39,4.0,3,0,66.0,Procurement,region_19,m,sourcing,Master's & above 1,33,4.0,5,0,46.0,Sales & Marketing,region_4,m,sourcing,Master's & above 1,26,4.0,3,0,46.0,Sales & Marketing,region_16,f,other,Bachelor's 1,34,3.0,5,0,50.0,Sales & Marketing,region_2,m,other,Master's & above 1,34,4.0,6,0,49.0,Sales & Marketing,region_29,m,other,Master's & above 2,53,3.0,17,0,73.0,Procurement,region_26,m,sourcing,Bachelor's 1,33,3.0,7,0,78.0,Technology,region_27,f,other,Master's & above 1,33,3.0,9,0,49.0,Sales & Marketing,region_31,m,sourcing,Bachelor's 1,36,3.0,11,0,49.0,Sales & Marketing,region_2,f,other,Master's & above 1,35,2.0,8,0,50.0,Sales & Marketing,region_13,m,other,Bachelor's 2,35,3.0,7,0,70.0,Procurement,region_27,m,other,Bachelor's 2,26,4.0,3,0,50.0,Sales & Marketing,region_2,f,other,Bachelor's 1,34,3.0,2,0,53.0,Sales & Marketing,region_31,m,other,Bachelor's 1,31,4.0,2,0,59.0,Operations,region_10,f,sourcing,Master's & above 1,30,1.0,3,0,49.0,Sales & Marketing,region_2,f,sourcing,Bachelor's 1,29,5.0,1,0,79.0,Technology,region_11,m,other,Bachelor's 2,39,3.0,4,0,48.0,Sales & Marketing,region_7,m,sourcing,Master's & above 1,30,5.0,6,0,82.0,Technology,region_23,f,other,Bachelor's 1,30,1.0,4,0,48.0,Sales & Marketing,region_22,m,sourcing,Master's & above 2,46,5.0,16,0,64.0,Operations,region_15,m,sourcing,Master's & above 2,32,4.0,2,0,86.0,R&D,region_22,m,other,Bachelor's 1,39,1.0,6,0,81.0,Analytics,region_13,m,other,Bachelor's 1,34,5.0,4,0,57.0,Operations,region_7,f,other,Bachelor's 2,26,5.0,2,0,62.0,Operations,region_28,f,sourcing,Bachelor's 2,39,3.0,2,0,78.0,Technology,region_2,f,sourcing,Master's & above 1,25,1.0,2,0,50.0,Sales & Marketing,region_2,f,sourcing,Bachelor's 2,43,3.0,6,0,76.0,Technology,region_2,m,sourcing,Bachelor's 1,28,4.0,2,0,82.0,Analytics,region_22,m,sourcing,Bachelor's 1,45,3.0,17,0,50.0,Sales & Marketing,region_19,m,sourcing,Master's & above 1,52,3.0,3,0,52.0,Sales & Marketing,region_26,m,other,Bachelor's 1,30,4.0,6,0,98.0,Operations,region_7,f,sourcing,Bachelor's 1,35,1.0,6,0,84.0,Analytics,region_2,m,other,Bachelor's 1,32,5.0,3,0,81.0,Analytics,region_2,m,other,Bachelor's 1,40,3.0,6,0,71.0,Procurement,region_22,m,sourcing,Bachelor's 1,32,2.0,5,0,82.0,Analytics,region_32,f,other,Bachelor's 3,31,4.0,7,0,89.0,Analytics,region_32,m,other,Bachelor's 1,38,3.0,6,1,60.0,Legal,region_2,m,other,Bachelor's 1,43,5.0,6,0,56.0,Operations,region_14,f,other,Master's & above 1,38,4.0,11,0,84.0,Analytics,region_2,m,sourcing,Bachelor's 1,34,4.0,6,0,49.0,Sales & Marketing,region_23,m,other,Bachelor's 1,27,3.0,3,0,81.0,Analytics,region_29,m,sourcing,Bachelor's 3,26,4.0,3,0,50.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,31,1.0,4,0,81.0,Technology,region_2,f,sourcing,Master's & above 1,31,3.0,2,0,48.0,Sales & Marketing,region_25,m,sourcing,Bachelor's 1,29,4.0,7,0,85.0,Technology,region_26,m,sourcing,Bachelor's 1,44,3.0,7,0,53.0,Sales & Marketing,region_2,m,sourcing,Master's & above 1,35,5.0,8,0,52.0,Sales & Marketing,region_2,m,sourcing,Master's & above 1,36,5.0,5,0,55.0,Finance,region_11,m,sourcing,Bachelor's 2,32,3.0,5,0,46.0,Sales & Marketing,region_13,f,other,Bachelor's 1,30,3.0,3,0,71.0,Procurement,region_17,f,sourcing,Bachelor's 1,34,2.0,7,0,54.0,Operations,region_22,m,other,Master's & above 1,47,3.0,2,0,63.0,Operations,region_15,m,other,Bachelor's 1,36,4.0,8,0,57.0,Operations,region_19,f,sourcing,Bachelor's 1,31,5.0,6,0,76.0,Technology,region_7,m,other,Bachelor's 3,40,3.0,4,0,52.0,Sales & Marketing,region_15,m,other,Master's & above 1,47,3.0,20,0,82.0,Technology,region_7,m,sourcing,Bachelor's 1,38,3.0,4,0,51.0,HR,region_2,m,sourcing,Bachelor's 1,34,3.0,6,0,85.0,Analytics,region_6,m,other,Bachelor's 2,39,5.0,2,0,51.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,25,3.0,2,0,79.0,Technology,region_2,f,sourcing,Bachelor's 2,35,5.0,6,0,91.0,Procurement,region_23,m,other,Master's & above 2,35,1.0,9,0,80.0,Technology,region_28,m,sourcing,Master's & above 1,43,3.0,7,0,53.0,Sales & Marketing,region_25,m,other,Master's & above 1,36,5.0,8,0,59.0,Operations,region_4,m,sourcing,Master's & above 1,33,3.0,3,0,50.0,Sales & Marketing,region_15,f,other,Bachelor's 1,34,3.0,4,0,64.0,Procurement,region_22,m,other,Bachelor's 1,44,5.0,18,0,51.0,Sales & Marketing,region_7,f,sourcing,Bachelor's 1,58,5.0,26,0,55.0,Operations,region_2,m,other,Master's & above 1,24,4.0,1,1,83.0,Analytics,region_27,m,other,Bachelor's 2,30,3.0,3,0,70.0,Procurement,region_2,f,sourcing,Bachelor's 1,31,3.0,7,0,46.0,Sales & Marketing,region_24,m,sourcing,Bachelor's 1,44,5.0,4,0,88.0,Analytics,region_7,m,other,Bachelor's 1,32,5.0,9,0,87.0,Analytics,region_29,m,other,Bachelor's 1,37,3.0,8,0,57.0,Operations,region_15,f,other,Bachelor's 1,37,4.0,8,0,59.0,Operations,region_2,f,other,Master's & above 1,34,5.0,10,0,82.0,Technology,region_12,f,sourcing,Bachelor's 1,27,4.0,2,0,83.0,Analytics,region_2,m,other,Bachelor's 1,42,3.0,10,0,62.0,Operations,region_4,f,sourcing,Master's & above 1,34,2.0,4,0,51.0,Sales & Marketing,region_16,m,other,Bachelor's 1,36,3.0,8,0,47.0,Sales & Marketing,region_27,m,other,Master's & above 1,36,3.0,11,0,54.0,Sales & Marketing,region_31,m,other,Master's & above 1,30,5.0,3,0,47.0,Sales & Marketing,region_23,m,other,Bachelor's 1,29,4.0,6,0,50.0,HR,region_22,m,other,Bachelor's 1,39,4.0,12,0,51.0,Sales & Marketing,region_2,m,other,Bachelor's 1,32,5.0,6,0,48.0,HR,region_4,f,other,Master's & above 1,30,3.0,7,0,67.0,Procurement,region_13,f,sourcing,Bachelor's 1,38,1.0,8,0,63.0,Operations,region_15,m,sourcing,Bachelor's 1,37,1.0,4,0,75.0,Technology,region_22,m,other,Master's & above 1,52,5.0,3,0,60.0,Operations,region_15,m,other,Bachelor's 1,40,3.0,6,0,51.0,Sales & Marketing,region_26,f,other,Bachelor's 1,36,4.0,10,0,58.0,Operations,region_7,m,other,Bachelor's 1,30,4.0,2,0,83.0,Analytics,region_22,m,other,Bachelor's 1,31,3.0,6,0,60.0,Operations,region_9,m,other,Bachelor's 1,38,3.0,3,0,48.0,Sales & Marketing,region_15,m,other,Master's & above 1,33,4.0,2,0,79.0,Technology,region_13,m,other,Bachelor's 1,49,2.0,18,0,59.0,Operations,region_22,m,sourcing,Master's & above 1,38,4.0,4,0,62.0,Operations,region_20,m,other,Master's & above 1,36,1.0,8,0,85.0,Analytics,region_5,m,other,Master's & above 1,28,1.0,4,0,67.0,Procurement,region_22,m,sourcing,Bachelor's 1,29,3.0,2,0,58.0,Operations,region_13,f,other,Bachelor's 1,42,4.0,2,0,68.0,Procurement,region_17,f,other,Bachelor's 2,32,5.0,8,0,58.0,Operations,region_15,f,sourcing,Bachelor's 1,39,2.0,6,0,50.0,Sales & Marketing,region_7,m,other,Bachelor's 1,30,3.0,2,0,76.0,Technology,region_16,m,other,Bachelor's 3,32,5.0,7,0,56.0,Operations,region_22,f,sourcing,Master's & above 1,45,3.0,17,0,80.0,Technology,region_2,m,other,Bachelor's 1,42,4.0,6,0,60.0,Operations,region_2,f,sourcing,Bachelor's 1,57,4.0,3,0,87.0,Analytics,region_2,m,other,Bachelor's 1,48,4.0,7,0,51.0,Sales & Marketing,region_26,m,other,Master's & above 1,30,5.0,4,0,53.0,Sales & Marketing,region_7,m,sourcing,Bachelor's 1,34,4.0,10,0,47.0,Sales & Marketing,region_22,f,other,Master's & above 1,34,2.0,3,0,60.0,Finance,region_7,f,other,Bachelor's 1,44,1.0,10,0,67.0,Procurement,region_7,m,other,Master's & above 1,46,3.0,2,0,57.0,Operations,region_15,f,other,Bachelor's 1,40,3.0,7,0,49.0,Sales & Marketing,region_29,m,sourcing,Master's & above 1,45,1.0,6,0,47.0,Sales & Marketing,region_30,m,sourcing,Bachelor's 1,44,4.0,9,0,76.0,Procurement,region_2,m,other,Bachelor's 1,36,1.0,2,0,49.0,Sales & Marketing,region_25,m,other,Master's & above 1,56,3.0,16,0,50.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 2,33,5.0,7,0,75.0,Operations,region_7,f,sourcing,Bachelor's 1,36,1.0,9,0,52.0,Sales & Marketing,region_22,m,other,Bachelor's 1,33,4.0,8,0,54.0,Sales & Marketing,region_22,m,sourcing,Master's & above 1,31,5.0,5,0,67.0,Operations,region_1,m,other,Bachelor's 1,48,5.0,5,0,62.0,Finance,region_2,f,other,Bachelor's 1,30,4.0,3,0,59.0,Operations,region_15,m,other,Bachelor's 1,30,3.0,2,0,77.0,Technology,region_30,m,sourcing,Bachelor's 1,36,2.0,7,0,81.0,R&D,region_11,m,other,Bachelor's 2,33,5.0,6,0,78.0,Analytics,region_2,m,other,Master's & above 2,46,3.0,16,0,66.0,Procurement,region_2,m,other,Master's & above 1,46,3.0,16,0,49.0,Sales & Marketing,region_14,m,sourcing,Bachelor's 2,42,3.0,9,0,53.0,Sales & Marketing,region_2,f,other,Master's & above 2,37,3.0,5,0,85.0,Analytics,region_15,m,other,Bachelor's 3,31,1.0,3,0,69.0,Procurement,region_16,m,other,Bachelor's 3,31,5.0,7,0,60.0,Operations,region_2,f,referred,Bachelor's 1,26,5.0,5,0,53.0,Sales & Marketing,region_11,m,other,Bachelor's 2,48,5.0,7,0,51.0,Sales & Marketing,region_2,m,other,Master's & above 1,32,5.0,2,0,46.0,Sales & Marketing,region_28,m,sourcing,Bachelor's 2,54,4.0,13,0,47.0,Sales & Marketing,region_7,m,other,Bachelor's 1,32,2.0,6,0,59.0,Operations,region_2,m,other,Bachelor's 1,32,3.0,5,0,79.0,Technology,region_31,f,other,Master's & above 1,31,2.0,4,0,47.0,Sales & Marketing,region_6,m,other,Bachelor's 1,44,4.0,13,0,62.0,Operations,region_19,m,other,Master's & above 1,27,3.0,2,0,57.0,Operations,region_4,f,sourcing,Bachelor's 2,40,1.0,2,0,54.0,Sales & Marketing,region_7,m,other,Bachelor's 1,38,1.0,10,0,47.0,Sales & Marketing,region_11,m,other,Bachelor's 1,29,4.0,8,0,46.0,Sales & Marketing,region_9,m,other,Bachelor's 2,50,2.0,4,0,57.0,Sales & Marketing,region_2,m,other,Master's & above 1,44,5.0,15,0,64.0,Operations,region_15,m,sourcing,Master's & above 1,37,1.0,9,0,56.0,Legal,region_2,m,other,Bachelor's 1,38,1.0,2,0,48.0,Sales & Marketing,region_22,m,other,Bachelor's 1,50,4.0,16,0,83.0,Technology,region_2,m,sourcing,Master's & above 1,34,1.0,2,0,50.0,Sales & Marketing,region_13,f,sourcing,Master's & above 1,39,5.0,6,0,59.0,Operations,region_22,m,sourcing,Master's & above 1,46,5.0,3,0,48.0,Sales & Marketing,region_7,m,sourcing,Master's & above 1,34,4.0,8,0,47.0,Sales & Marketing,region_32,m,sourcing,Bachelor's 1,32,4.0,6,0,80.0,Technology,region_7,f,other,Bachelor's 1,32,2.0,3,0,51.0,Sales & Marketing,region_6,f,sourcing,Bachelor's 1,33,3.0,2,0,69.0,Procurement,region_13,f,other,Master's & above 2,29,1.0,8,0,73.0,Procurement,region_4,f,other,Bachelor's 1,45,4.0,13,0,58.0,Operations,region_4,m,sourcing,Master's & above 3,24,3.0,2,0,48.0,Sales & Marketing,region_26,m,other,Bachelor's 1,39,3.0,6,0,58.0,Operations,region_13,m,other,Master's & above 1,36,5.0,5,0,83.0,Analytics,region_3,m,other,Bachelor's 1,34,1.0,7,0,81.0,Technology,region_2,f,other,Bachelor's 1,37,1.0,2,0,49.0,Sales & Marketing,region_6,f,other,Bachelor's 1,30,1.0,2,0,59.0,Operations,region_23,f,sourcing,Bachelor's 1,31,5.0,8,0,46.0,Sales & Marketing,region_1,m,other,Bachelor's 1,41,2.0,6,0,48.0,Sales & Marketing,region_22,m,sourcing,Bachelor's 1,30,3.0,3,0,83.0,R&D,region_26,m,sourcing,Bachelor's 1,29,1.0,3,0,52.0,Sales & Marketing,region_23,m,other,Bachelor's 1,31,3.0,5,0,62.0,Operations,region_24,f,sourcing,Bachelor's 1,39,4.0,2,0,56.0,Finance,region_2,m,sourcing,Master's & above 2,28,3.0,2,0,87.0,Analytics,region_15,m,other,Bachelor's 1,33,2.0,5,0,60.0,Legal,region_2,m,other,Bachelor's 1,27,4.0,2,0,63.0,Operations,region_14,m,other,Bachelor's 1,38,4.0,5,0,83.0,Technology,region_15,f,other,Bachelor's 1,55,2.0,6,0,52.0,HR,region_2,m,other,Bachelor's 1,33,3.0,3,0,51.0,Sales & Marketing,region_25,m,other,Master's & above 1,38,1.0,4,0,49.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,30,4.0,3,0,59.0,Operations,region_2,f,other,Bachelor's 1,31,1.0,7,0,73.0,Procurement,region_7,f,other,Bachelor's 1,35,5.0,8,0,87.0,Analytics,region_28,m,sourcing,Bachelor's 1,34,5.0,7,0,49.0,Sales & Marketing,region_2,f,other,Master's & above 1,54,3.0,19,0,60.0,Legal,region_2,m,sourcing,Master's & above 1,20,4.0,2,0,60.0,Finance,region_2,m,sourcing,Bachelor's 2,27,1.0,6,0,50.0,Sales & Marketing,region_28,m,sourcing,Bachelor's 1,33,3.0,7,0,58.0,Legal,region_2,f,sourcing,Bachelor's 1,43,4.0,4,0,76.0,Procurement,region_17,f,sourcing,Bachelor's 1,57,2.0,14,0,46.0,Sales & Marketing,region_2,m,other,Bachelor's 1,28,3.0,5,0,69.0,Procurement,region_31,m,sourcing,Bachelor's 3,38,4.0,9,0,50.0,Sales & Marketing,region_15,m,other,Bachelor's 1,41,4.0,9,1,93.0,Operations,region_2,f,sourcing,Master's & above 1,32,1.0,4,0,80.0,Technology,region_28,f,other,Master's & above 1,35,5.0,5,0,69.0,Procurement,region_2,m,other,Bachelor's 1,30,1.0,6,0,49.0,HR,region_25,f,other,Bachelor's 1,39,5.0,8,0,47.0,Sales & Marketing,region_19,m,sourcing,Bachelor's 2,30,1.0,3,0,50.0,Sales & Marketing,region_13,m,other,Bachelor's 3,32,5.0,7,0,55.0,Finance,region_11,m,other,Bachelor's 1,51,1.0,16,0,72.0,Procurement,region_22,m,sourcing,Bachelor's 2,31,5.0,5,0,84.0,Analytics,region_15,m,other,Master's & above 1,47,3.0,13,0,72.0,Procurement,region_2,m,other,Master's & above 1,31,1.0,3,0,71.0,Procurement,region_4,m,sourcing,Bachelor's 1,20,1.0,2,0,74.0,Technology,region_2,m,other,Below Secondary 2,29,5.0,2,0,82.0,Analytics,region_22,m,other,Bachelor's 2,32,3.0,6,0,66.0,Procurement,region_22,f,other,Bachelor's 1,34,4.0,9,0,87.0,Analytics,region_7,m,sourcing,Master's & above 2,39,3.0,3,0,44.0,Sales & Marketing,region_2,m,other,Bachelor's 1,29,3.0,5,0,80.0,Analytics,region_25,m,sourcing,Bachelor's 1,29,5.0,4,0,48.0,Sales & Marketing,region_2,f,sourcing,Bachelor's 2,39,1.0,8,0,50.0,Sales & Marketing,region_13,m,other,Bachelor's 1,35,4.0,9,0,48.0,Sales & Marketing,region_14,m,sourcing,Bachelor's 1,29,3.0,3,0,82.0,Technology,region_22,m,other,Bachelor's 1,49,3.0,6,0,60.0,Operations,region_2,m,sourcing,Bachelor's 1,45,3.0,11,1,72.0,Operations,region_2,m,sourcing,Master's & above 1,31,5.0,5,0,49.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 3,26,1.0,2,0,51.0,Sales & Marketing,region_32,m,other,Bachelor's 1,41,3.0,7,0,51.0,Sales & Marketing,region_2,f,sourcing,Bachelor's 2,35,4.0,8,0,62.0,Operations,region_15,m,other,Bachelor's 1,32,3.0,6,0,81.0,Technology,region_22,m,other,Bachelor's 1,41,3.0,6,1,91.0,Operations,region_26,f,other,Master's & above 1,28,2.0,4,0,81.0,Analytics,region_27,m,other,Bachelor's 1,50,3.0,3,0,46.0,Sales & Marketing,region_15,m,other,Bachelor's 1,33,3.0,5,0,50.0,HR,region_29,m,other,Master's & above 1,34,1.0,8,0,58.0,Operations,region_2,f,other,Bachelor's 1,37,1.0,11,0,62.0,Operations,region_22,m,other,Master's & above 1,39,5.0,7,0,55.0,Sales & Marketing,region_26,m,other,Master's & above 1,57,1.0,18,0,72.0,Procurement,region_2,f,sourcing,Master's & above 2,29,4.0,2,0,86.0,Analytics,region_7,m,other,Bachelor's 1,60,4.0,3,0,44.0,HR,region_2,m,sourcing,Master's & above 1,31,3.0,5,0,59.0,Operations,region_31,m,sourcing,Master's & above 1,32,3.0,10,0,72.0,Procurement,region_13,m,other,Bachelor's 1,39,3.0,5,0,81.0,Technology,region_13,m,other,Master's & above 1,41,4.0,12,0,58.0,Operations,region_2,m,other,Master's & above 1,33,4.0,2,0,78.0,Technology,region_2,m,other,Bachelor's 1,36,4.0,10,0,64.0,Operations,region_16,m,other,Bachelor's 1,41,4.0,7,0,46.0,HR,region_2,f,other,Master's & above 1,52,4.0,20,0,56.0,Operations,region_26,m,other,Master's & above 1,35,5.0,7,0,57.0,Operations,region_2,m,sourcing,Master's & above 2,31,3.0,4,0,86.0,Analytics,region_22,m,referred,Bachelor's 2,37,5.0,5,0,63.0,Operations,region_7,f,other,Bachelor's 2,31,3.0,10,0,50.0,HR,region_2,f,referred,Bachelor's 1,45,3.0,18,0,51.0,Sales & Marketing,region_19,m,other,Master's & above 1,28,3.0,2,0,52.0,Sales & Marketing,region_22,m,sourcing,Bachelor's 1,36,4.0,7,0,55.0,Operations,region_2,m,sourcing,Master's & above 1,35,4.0,4,0,68.0,Procurement,region_22,m,other,Master's & above 1,36,3.0,3,0,62.0,Operations,region_19,m,other,Bachelor's 1,30,3.0,5,0,50.0,Sales & Marketing,region_28,m,other,Bachelor's 1,51,2.0,12,0,49.0,HR,region_2,m,sourcing,Bachelor's 1,45,5.0,15,0,53.0,Sales & Marketing,region_2,m,sourcing,Master's & above 1,34,3.0,2,0,55.0,Operations,region_15,f,sourcing,Bachelor's 1,36,4.0,4,0,58.0,Operations,region_14,f,other,Bachelor's 1,44,1.0,5,0,79.0,Technology,region_2,f,other,Bachelor's 1,33,4.0,3,1,47.0,HR,region_2,m,referred,Bachelor's 1,50,3.0,18,0,58.0,Operations,region_31,m,sourcing,Master's & above 1,37,5.0,4,0,62.0,Operations,region_15,m,other,Master's & above 1,31,5.0,8,1,62.0,Operations,region_19,f,sourcing,Bachelor's 2,36,1.0,3,0,44.0,Sales & Marketing,region_15,m,other,Bachelor's 1,38,4.0,7,0,78.0,Technology,region_22,m,other,Bachelor's 2,38,2.0,12,0,51.0,Sales & Marketing,region_32,m,sourcing,Bachelor's 1,39,1.0,8,0,88.0,Analytics,region_15,m,sourcing,Master's & above 1,37,4.0,10,0,48.0,Sales & Marketing,region_4,m,sourcing,Bachelor's 1,29,5.0,6,0,48.0,Sales & Marketing,region_7,m,other,Bachelor's 1,25,3.0,2,0,75.0,Procurement,region_24,f,other,Bachelor's 1,40,3.0,11,0,74.0,Technology,region_5,m,sourcing,Bachelor's 1,34,1.0,8,0,80.0,Analytics,region_4,m,sourcing,Master's & above 2,51,5.0,18,0,85.0,Analytics,region_4,m,other,Master's & above 2,31,3.0,3,0,83.0,Analytics,region_28,m,other,Bachelor's 1,28,3.0,3,0,64.0,Finance,region_29,m,other,Bachelor's 3,51,5.0,24,0,62.0,Operations,region_7,m,other,Master's & above 1,39,3.0,2,0,48.0,HR,region_20,m,other,Master's & above 2,34,4.0,3,0,69.0,Procurement,region_22,m,other,Bachelor's 1,27,3.0,2,0,58.0,Legal,region_27,m,sourcing,Bachelor's 1,41,5.0,7,0,50.0,Sales & Marketing,region_21,m,sourcing,Bachelor's 1,37,5.0,7,0,49.0,Sales & Marketing,region_25,m,sourcing,Bachelor's 1,35,2.0,2,0,70.0,Procurement,region_2,f,other,Bachelor's 1,29,3.0,7,1,48.0,Sales & Marketing,region_3,m,other,Bachelor's 2,31,3.0,3,0,55.0,Operations,region_20,m,sourcing,Bachelor's 1,35,3.0,10,0,60.0,Finance,region_2,m,sourcing,Bachelor's 1,35,4.0,3,0,66.0,Operations,region_7,m,other,Bachelor's 1,26,3.0,5,0,60.0,Operations,region_4,f,other,Bachelor's 1,44,1.0,14,0,53.0,Sales & Marketing,region_8,m,other,Master's & above 1,53,3.0,11,0,78.0,Technology,region_2,m,other,Master's & above 1,23,1.0,2,0,76.0,Technology,region_22,m,other,Bachelor's 1,29,4.0,5,0,52.0,Sales & Marketing,region_14,m,sourcing,Bachelor's 1,32,2.0,2,0,49.0,Sales & Marketing,region_21,f,sourcing,Master's & above 1,34,2.0,8,0,51.0,HR,region_2,f,other,Bachelor's 2,35,5.0,9,0,52.0,Sales & Marketing,region_7,m,other,Master's & above 1,29,5.0,2,0,46.0,HR,region_22,m,referred,Bachelor's 1,34,3.0,6,0,53.0,Sales & Marketing,region_22,m,sourcing,Bachelor's 1,33,2.0,5,0,51.0,HR,region_7,m,other,Master's & above 1,33,2.0,7,0,44.0,Sales & Marketing,region_2,f,sourcing,Bachelor's 1,32,3.0,3,0,68.0,Procurement,region_17,m,other,Master's & above 1,33,3.0,5,0,49.0,Sales & Marketing,region_2,m,referred,Bachelor's 1,40,3.0,10,0,60.0,Operations,region_19,m,sourcing,Master's & above 2,33,3.0,2,0,66.0,Procurement,region_16,m,other,Bachelor's 1,21,5.0,2,0,50.0,HR,region_2,m,sourcing,Below Secondary 1,27,1.0,2,0,52.0,Sales & Marketing,region_28,m,other,Bachelor's 1,29,1.0,4,0,60.0,Operations,region_14,m,other,Bachelor's 1,33,3.0,5,0,50.0,Sales & Marketing,region_13,m,other,Bachelor's 1,59,2.0,18,0,51.0,Sales & Marketing,region_2,f,sourcing,Master's & above 1,42,5.0,6,0,57.0,Operations,region_15,m,referred,Bachelor's 1,33,5.0,9,0,60.0,Finance,region_4,f,other,Master's & above 2,41,3.0,12,0,81.0,R&D,region_2,m,sourcing,Master's & above 2,31,2.0,6,0,86.0,Analytics,region_28,m,other,Master's & above 2,35,3.0,9,0,49.0,Sales & Marketing,region_5,m,other,Bachelor's 1,27,3.0,3,0,82.0,Technology,region_22,m,other,Bachelor's 1,34,3.0,7,0,70.0,Procurement,region_3,m,other,Master's & above 2,31,3.0,3,0,52.0,Sales & Marketing,region_28,m,sourcing,Bachelor's 1,34,3.0,7,0,73.0,Procurement,region_26,m,other,Bachelor's 1,42,5.0,3,0,51.0,Sales & Marketing,region_2,f,sourcing,Master's & above 1,32,3.0,6,0,51.0,Sales & Marketing,region_1,m,sourcing,Bachelor's 1,32,2.0,6,0,68.0,Procurement,region_23,f,sourcing,Bachelor's 1,27,3.0,6,0,46.0,Sales & Marketing,region_12,f,other,Bachelor's 1,36,5.0,3,0,59.0,Operations,region_2,f,sourcing,Bachelor's 1,32,3.0,4,0,85.0,R&D,region_7,m,sourcing,Bachelor's 1,46,4.0,5,0,51.0,Sales & Marketing,region_13,m,sourcing,Master's & above 1,37,3.0,6,0,49.0,Sales & Marketing,region_15,m,sourcing,Bachelor's 1,31,3.0,3,0,69.0,Procurement,region_10,m,sourcing,Master's & above 3,46,3.0,15,0,64.0,Procurement,region_2,f,other,Master's & above 1,39,3.0,4,0,77.0,Technology,region_2,f,other,Master's & above 1,38,4.0,6,0,58.0,Operations,region_13,f,sourcing,Master's & above 1,42,4.0,5,0,64.0,Operations,region_32,f,sourcing,Master's & above 1,32,3.0,7,0,79.0,Technology,region_10,m,other,Master's & above 1,48,5.0,17,0,59.0,Operations,region_4,m,sourcing,Master's & above 1,29,3.0,6,0,75.0,Technology,region_22,f,sourcing,Bachelor's 1,29,5.0,6,0,50.0,HR,region_31,m,sourcing,Bachelor's 1,39,3.0,4,0,72.0,Procurement,region_16,f,sourcing,Master's & above 1,33,1.0,7,0,51.0,Sales & Marketing,region_24,f,sourcing,Bachelor's 2,29,3.0,4,0,79.0,Technology,region_22,m,other,Master's & above 1,46,3.0,17,0,70.0,Procurement,region_2,m,other,Master's & above 1,29,3.0,5,0,92.0,Analytics,region_28,m,other,Bachelor's 1,52,5.0,9,0,68.0,Procurement,region_26,m,other,Master's & above 1,42,5.0,12,0,52.0,Sales & Marketing,region_7,f,other,Bachelor's 1,37,5.0,7,0,57.0,Sales & Marketing,region_33,m,other,Bachelor's 2,49,5.0,4,0,81.0,Technology,region_2,f,other,Master's & above 1,29,1.0,5,0,71.0,Procurement,region_8,m,other,Bachelor's 1,26,5.0,1,0,58.0,Operations,region_22,m,sourcing,Bachelor's 2,40,1.0,4,0,65.0,Operations,region_19,m,sourcing,Bachelor's 1,38,3.0,12,0,59.0,Operations,region_32,m,other,Bachelor's 3,29,3.0,5,0,52.0,Sales & Marketing,region_28,m,other,Bachelor's 1,36,4.0,4,0,48.0,Sales & Marketing,region_2,m,other,Bachelor's 1,47,5.0,13,0,58.0,Operations,region_2,f,sourcing,Master's & above 1,39,5.0,4,0,55.0,Finance,region_15,m,other,Bachelor's 1,29,5.0,5,0,80.0,Analytics,region_26,f,other,Bachelor's 1,34,5.0,8,0,51.0,Sales & Marketing,region_14,m,other,Bachelor's 2,31,3.0,3,0,76.0,Technology,region_2,m,sourcing,Bachelor's 1,29,3.0,5,0,84.0,Analytics,region_4,m,other,Bachelor's 1,34,5.0,7,0,58.0,Operations,region_30,f,other,Bachelor's 2,30,5.0,4,0,87.0,Analytics,region_22,m,other,Bachelor's 1,31,3.0,3,0,51.0,Sales & Marketing,region_10,m,other,Bachelor's 2,37,1.0,10,0,55.0,Finance,region_2,m,sourcing,Bachelor's 2,27,4.0,1,0,66.0,Procurement,region_16,m,sourcing,Bachelor's 1,36,3.0,8,0,82.0,Technology,region_25,f,sourcing,Master's & above 1,27,3.0,2,0,71.0,Procurement,region_13,f,other,Bachelor's 3,39,5.0,8,0,68.0,Operations,region_22,m,other,Master's & above 1,32,5.0,10,0,69.0,Operations,region_2,f,sourcing,Bachelor's 1,34,4.0,5,0,89.0,Analytics,region_2,m,sourcing,Bachelor's 2,34,3.0,6,0,58.0,Finance,region_2,f,other,Bachelor's 1,33,3.0,8,0,57.0,Sales & Marketing,region_27,m,other,Bachelor's 1,34,5.0,7,0,54.0,Sales & Marketing,region_23,m,other,Bachelor's 1,50,3.0,20,0,80.0,Technology,region_2,m,sourcing,Master's & above 2,53,3.0,3,0,83.0,Technology,region_2,f,referred,Bachelor's 1,42,3.0,6,0,50.0,Sales & Marketing,region_29,m,sourcing,Master's & above 1,31,5.0,6,0,51.0,Sales & Marketing,region_25,m,sourcing,Bachelor's 1,38,5.0,8,0,62.0,Operations,region_11,f,other,Master's & above 1,37,5.0,10,1,88.0,Technology,region_7,m,other,Master's & above 1,38,3.0,4,0,66.0,Operations,region_2,m,other,Bachelor's 3,39,1.0,4,0,69.0,Procurement,region_4,m,sourcing,Master's & above 2,38,1.0,8,0,81.0,Technology,region_16,m,other,Bachelor's 1,46,2.0,7,0,53.0,Sales & Marketing,region_26,m,other,Master's & above 1,40,4.0,8,0,60.0,Operations,region_11,m,other,Bachelor's 3,30,3.0,5,0,50.0,Sales & Marketing,region_7,m,other,Bachelor's 1,60,1.0,8,0,51.0,Sales & Marketing,region_2,f,other,Master's & above 1,46,3.0,7,0,46.0,Sales & Marketing,region_4,m,sourcing,Master's & above 1,32,4.0,7,0,48.0,HR,region_6,m,sourcing,Bachelor's 2,33,1.0,5,0,49.0,Sales & Marketing,region_2,m,sourcing,Master's & above 1,32,3.0,3,0,58.0,Legal,region_7,m,other,Bachelor's 1,33,5.0,7,0,42.0,Sales & Marketing,region_16,m,other,Bachelor's 1,52,5.0,3,0,89.0,Analytics,region_2,m,other,Master's & above 1,29,3.0,3,0,83.0,Analytics,region_4,m,sourcing,Bachelor's 1,59,2.0,20,0,66.0,Procurement,region_2,f,sourcing,Bachelor's 1,42,3.0,6,0,71.0,Procurement,region_15,f,other,Master's & above 1,37,5.0,11,0,60.0,Finance,region_19,m,sourcing,Bachelor's 1,34,3.0,2,1,80.0,Technology,region_28,m,sourcing,Master's & above 2,35,3.0,8,0,85.0,Analytics,region_28,m,sourcing,Master's & above 1,28,5.0,4,0,46.0,HR,region_15,f,other,Bachelor's 1,27,5.0,4,0,54.0,Sales & Marketing,region_13,m,other,Bachelor's 1,26,2.0,2,0,50.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,49,2.0,2,0,53.0,Sales & Marketing,region_2,f,other,Master's & above 2,43,3.0,5,0,51.0,Sales & Marketing,region_5,m,sourcing,Master's & above 4,40,3.0,3,0,48.0,Sales & Marketing,region_2,m,sourcing,Master's & above 1,34,5.0,7,1,59.0,Operations,region_2,f,other,Master's & above 1,29,4.0,3,0,69.0,Procurement,region_2,m,other,Bachelor's 1,28,3.0,4,0,71.0,Procurement,region_10,m,sourcing,Bachelor's 1,41,5.0,4,0,71.0,Procurement,region_31,m,sourcing,Bachelor's 1,39,3.0,7,0,59.0,Operations,region_7,m,sourcing,Master's & above 2,55,3.0,28,0,67.0,Procurement,region_2,f,other,Bachelor's 1,33,3.0,2,0,73.0,Procurement,region_20,m,other,Bachelor's 1,37,2.0,2,0,88.0,Analytics,region_25,m,other,Master's & above 1,34,3.0,6,0,46.0,Sales & Marketing,region_20,m,sourcing,Bachelor's 2,32,3.0,4,1,89.0,Technology,region_13,f,other,Master's & above 1,21,5.0,2,0,63.0,Procurement,region_2,m,sourcing,Below Secondary 1,32,3.0,2,0,46.0,Sales & Marketing,region_2,m,referred,Bachelor's 1,30,5.0,6,0,60.0,Operations,region_14,f,other,Bachelor's 2,34,3.0,3,0,58.0,Operations,region_2,m,other,Master's & above 1,29,5.0,3,0,48.0,Sales & Marketing,region_2,m,referred,Bachelor's 2,33,3.0,5,1,79.0,Technology,region_16,m,other,Bachelor's 1,36,1.0,4,0,59.0,Operations,region_3,f,other,Master's & above 1,55,4.0,8,0,52.0,Sales & Marketing,region_2,m,other,Bachelor's 3,26,3.0,2,0,53.0,Sales & Marketing,region_2,m,other,Bachelor's 1,28,5.0,4,0,57.0,Operations,region_26,f,sourcing,Bachelor's 2,31,3.0,4,0,80.0,Technology,region_25,m,sourcing,Bachelor's 1,33,1.0,8,0,48.0,Sales & Marketing,region_5,m,sourcing,Master's & above 2,50,4.0,5,0,54.0,Operations,region_2,m,sourcing,Master's & above 1,31,5.0,4,0,58.0,Operations,region_2,m,sourcing,Bachelor's 1,44,3.0,19,0,63.0,Procurement,region_2,f,referred,Master's & above 1,31,5.0,5,0,57.0,Operations,region_2,m,sourcing,Bachelor's 2,39,4.0,3,0,50.0,Sales & Marketing,region_2,m,sourcing,Master's & above 1,29,3.0,7,0,66.0,Procurement,region_1,f,other,Bachelor's 3,28,1.0,5,0,52.0,Sales & Marketing,region_12,m,sourcing,Bachelor's 1,39,4.0,3,0,47.0,Sales & Marketing,region_27,m,other,Bachelor's 1,32,4.0,5,0,59.0,Operations,region_2,m,other,Bachelor's 1,30,4.0,7,0,82.0,Analytics,region_30,m,sourcing,Bachelor's 1,27,5.0,2,0,48.0,Sales & Marketing,region_26,m,sourcing,Bachelor's 1,26,1.0,2,0,78.0,Technology,region_8,m,other,Bachelor's 1,39,3.0,9,0,86.0,R&D,region_22,m,other,Bachelor's 1,31,5.0,2,0,54.0,Sales & Marketing,region_22,m,other,Bachelor's 1,34,4.0,3,0,79.0,Technology,region_19,m,sourcing,Bachelor's 1,46,3.0,15,0,73.0,Procurement,region_15,m,other,Master's & above 1,48,1.0,6,0,83.0,Technology,region_13,m,other,Bachelor's 1,31,3.0,5,0,56.0,Finance,region_31,m,sourcing,Bachelor's 1,35,3.0,5,0,56.0,Finance,region_2,m,other,Bachelor's 1,29,3.0,3,0,59.0,Operations,region_26,f,other,Bachelor's 2,29,3.0,4,0,86.0,R&D,region_31,m,other,Bachelor's 1,38,3.0,7,0,48.0,Sales & Marketing,region_28,m,other,Master's & above 1,34,4.0,7,0,79.0,Analytics,region_13,m,sourcing,Bachelor's 1,36,4.0,9,0,82.0,Analytics,region_14,m,other,Bachelor's 1,34,2.0,7,0,68.0,Procurement,region_2,m,sourcing,Bachelor's 2,42,3.0,6,0,69.0,Procurement,region_2,f,sourcing,Bachelor's 1,40,3.0,4,0,54.0,Sales & Marketing,region_2,m,other,Bachelor's 1,36,3.0,7,0,69.0,Procurement,region_2,f,other,Master's & above 1,49,4.0,4,0,50.0,Sales & Marketing,region_22,m,sourcing,Master's & above 1,31,2.0,3,0,80.0,Analytics,region_26,m,other,Bachelor's 3,27,3.0,5,0,50.0,Sales & Marketing,region_26,m,sourcing,Bachelor's 1,40,3.0,12,0,80.0,Technology,region_15,m,other,Bachelor's 1,45,3.0,12,0,73.0,Procurement,region_2,m,sourcing,Bachelor's 1,24,1.0,2,0,56.0,Sales & Marketing,region_21,m,other,Bachelor's 2,35,3.0,9,0,71.0,Procurement,region_22,m,sourcing,Bachelor's 1,29,2.0,6,0,53.0,Sales & Marketing,region_31,m,other,Bachelor's 1,33,4.0,7,0,85.0,R&D,region_16,m,other,Bachelor's 1,35,4.0,2,0,57.0,Operations,region_16,f,sourcing,Master's & above 1,43,3.0,4,0,67.0,Procurement,region_7,m,other,Bachelor's 1,28,3.0,2,0,56.0,Operations,region_8,m,other,Bachelor's 3,31,4.0,3,0,65.0,Finance,region_6,m,sourcing,Bachelor's 4,30,4.0,6,0,49.0,Sales & Marketing,region_22,m,sourcing,Bachelor's 1,34,4.0,7,0,86.0,Analytics,region_16,m,other,Bachelor's 1,27,5.0,2,0,59.0,Operations,region_25,m,sourcing,Bachelor's 1,28,4.0,2,0,50.0,Sales & Marketing,region_1,f,sourcing,Bachelor's 2,25,3.0,2,0,79.0,Analytics,region_5,m,other,Bachelor's 1,32,5.0,6,0,55.0,HR,region_13,f,other,Bachelor's 2,48,5.0,19,0,57.0,Operations,region_2,m,sourcing,Bachelor's 1,30,4.0,5,0,84.0,Technology,region_22,m,other,Bachelor's 1,58,4.0,6,0,50.0,HR,region_2,m,other,Master's & above 1,34,3.0,7,0,80.0,Technology,region_7,f,other,Bachelor's 2,26,1.0,3,0,49.0,Sales & Marketing,region_26,m,other,Bachelor's 1,32,2.0,9,0,73.0,Procurement,region_13,f,other,Master's & above 3,31,4.0,2,0,65.0,Procurement,region_2,m,other,Bachelor's 1,31,5.0,6,0,84.0,R&D,region_7,m,other,Bachelor's 1,32,2.0,5,0,47.0,Sales & Marketing,region_24,m,sourcing,Bachelor's 1,30,3.0,3,0,71.0,Procurement,region_2,m,sourcing,Bachelor's 2,25,1.0,3,0,65.0,Procurement,region_2,m,sourcing,Below Secondary 1,30,3.0,5,0,73.0,Procurement,region_20,f,other,Bachelor's 1,40,4.0,11,0,76.0,Technology,region_7,m,other,Master's & above 1,33,4.0,10,0,69.0,Procurement,region_2,f,referred,Bachelor's 3,40,3.0,3,0,60.0,Operations,region_2,m,other,Master's & above 1,33,2.0,7,0,87.0,Analytics,region_22,m,sourcing,Bachelor's 1,30,3.0,11,0,87.0,Analytics,region_2,m,other,Bachelor's 1,29,5.0,5,0,58.0,Operations,region_26,f,other,Bachelor's 1,34,5.0,4,0,55.0,Operations,region_15,m,sourcing,Master's & above 1,29,5.0,2,0,50.0,Sales & Marketing,region_22,m,sourcing,Master's & above 1,47,1.0,14,0,59.0,Operations,region_2,m,sourcing,Bachelor's 2,26,3.0,3,0,72.0,Procurement,region_15,m,other,Bachelor's 1,43,3.0,6,0,67.0,Procurement,region_22,f,other,Master's & above 1,37,4.0,5,0,50.0,Sales & Marketing,region_25,m,sourcing,Master's & above 1,37,4.0,5,0,60.0,Operations,region_30,f,other,Bachelor's 1,31,1.0,4,0,49.0,Sales & Marketing,region_19,m,other,Bachelor's 1,38,4.0,3,0,58.0,Operations,region_7,m,sourcing,Bachelor's 1,28,4.0,4,0,84.0,Analytics,region_32,m,sourcing,Bachelor's 1,28,3.0,4,0,49.0,HR,region_30,m,sourcing,Bachelor's 1,54,5.0,25,0,66.0,Procurement,region_2,f,sourcing,Bachelor's 2,32,4.0,6,0,62.0,Operations,region_22,m,other,Master's & above 2,29,4.0,6,0,78.0,Technology,region_8,m,sourcing,Bachelor's 1,33,3.0,3,0,50.0,Sales & Marketing,region_30,m,sourcing,Bachelor's 1,39,1.0,11,0,53.0,Sales & Marketing,region_4,m,other,Master's & above 1,28,5.0,4,0,81.0,Technology,region_21,m,other,Bachelor's 2,44,3.0,3,0,83.0,Analytics,region_22,m,sourcing,Bachelor's 2,36,3.0,7,0,48.0,Sales & Marketing,region_2,f,sourcing,Master's & above 1,37,3.0,3,0,81.0,Analytics,region_31,m,other,Bachelor's 1,29,2.0,4,0,46.0,Sales & Marketing,region_32,f,sourcing,Bachelor's 1,48,4.0,18,0,67.0,Procurement,region_2,m,sourcing,Master's & above 1,28,3.0,2,0,67.0,Procurement,region_23,m,other,Bachelor's 1,30,3.0,5,0,62.0,Operations,region_32,m,sourcing,Bachelor's 1,33,5.0,6,0,87.0,Analytics,region_28,m,sourcing,Master's & above 1,37,5.0,7,0,49.0,Sales & Marketing,region_2,f,other,Bachelor's 2,38,1.0,4,0,53.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,35,1.0,9,0,57.0,Operations,region_22,f,other,Bachelor's 1,36,5.0,9,0,54.0,Sales & Marketing,region_28,m,sourcing,Master's & above 1,30,5.0,8,0,58.0,Finance,region_15,m,sourcing,Bachelor's 1,36,5.0,3,0,60.0,Operations,region_16,m,sourcing,Bachelor's 1,47,3.0,6,0,72.0,Procurement,region_22,m,sourcing,Master's & above 1,30,3.0,5,0,48.0,HR,region_23,m,other,Bachelor's 1,40,3.0,4,0,50.0,Sales & Marketing,region_7,m,other,Bachelor's 2,28,2.0,4,0,68.0,Procurement,region_7,m,sourcing,Bachelor's 3,38,3.0,7,1,72.0,Procurement,region_17,f,other,Master's & above 1,39,2.0,3,0,72.0,Procurement,region_23,m,sourcing,Master's & above 2,24,4.0,3,0,78.0,Technology,region_7,f,other,Below Secondary 1,31,4.0,5,0,60.0,Operations,region_22,f,sourcing,Bachelor's 1,28,1.0,2,1,89.0,Analytics,region_2,m,sourcing,Bachelor's 1,33,3.0,5,0,87.0,Analytics,region_22,m,other,Master's & above 1,32,3.0,2,0,50.0,Sales & Marketing,region_10,m,other,Master's & above 1,37,1.0,9,0,84.0,Technology,region_13,f,other,Master's & above 1,31,1.0,2,0,55.0,Sales & Marketing,region_15,f,other,Bachelor's 1,54,3.0,19,0,72.0,Procurement,region_2,f,sourcing,Master's & above 1,43,5.0,12,0,72.0,Procurement,region_2,m,other,Bachelor's 1,30,4.0,10,0,80.0,Technology,region_31,f,other,Bachelor's 1,27,3.0,5,0,50.0,HR,region_2,f,other,Bachelor's 1,36,3.0,5,0,82.0,Analytics,region_15,m,other,Master's & above 1,50,3.0,5,0,51.0,HR,region_2,m,sourcing,Master's & above 3,32,3.0,6,0,79.0,Technology,region_2,f,sourcing,Bachelor's 1,41,1.0,13,0,44.0,Sales & Marketing,region_7,m,other,Bachelor's 1,42,2.0,7,0,54.0,Sales & Marketing,region_5,m,sourcing,Bachelor's 1,31,4.0,2,0,79.0,Technology,region_7,f,other,Bachelor's 1,39,5.0,3,0,48.0,Sales & Marketing,region_25,m,other,Bachelor's 1,37,5.0,4,0,48.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,36,1.0,8,0,53.0,HR,region_2,m,other,Master's & above 1,27,3.0,4,0,49.0,Sales & Marketing,region_25,m,other,Bachelor's 1,42,4.0,8,0,53.0,Sales & Marketing,region_22,f,sourcing,Master's & above 1,32,4.0,4,0,59.0,Finance,region_11,m,other,Bachelor's 1,27,5.0,3,0,83.0,Technology,region_22,m,other,Bachelor's 1,32,5.0,1,0,57.0,Legal,region_11,m,other,Bachelor's 2,39,4.0,2,0,59.0,Operations,region_2,f,other,Master's & above 1,29,5.0,2,0,77.0,Technology,region_7,m,sourcing,Bachelor's 1,59,4.0,6,0,79.0,Technology,region_2,f,other,Master's & above 1,31,4.0,7,0,59.0,Operations,region_2,m,other,Master's & above 1,32,3.0,2,0,83.0,Technology,region_14,f,sourcing,Bachelor's 1,34,4.0,6,0,67.0,Procurement,region_21,m,sourcing,Bachelor's 2,39,1.0,3,0,51.0,Sales & Marketing,region_2,m,other,Bachelor's 1,43,3.0,17,0,60.0,Operations,region_4,m,other,Master's & above 1,31,3.0,3,1,54.0,Sales & Marketing,region_16,m,sourcing,Bachelor's 1,44,3.0,4,0,51.0,Sales & Marketing,region_19,m,other,Master's & above 1,39,4.0,3,0,79.0,Technology,region_11,m,other,Master's & above 1,27,4.0,2,0,57.0,Operations,region_26,m,other,Bachelor's 2,34,5.0,7,0,60.0,Operations,region_15,m,sourcing,Bachelor's 1,35,5.0,8,0,48.0,Sales & Marketing,region_31,m,sourcing,Master's & above 1,48,1.0,6,0,59.0,Operations,region_2,m,sourcing,Bachelor's 1,48,3.0,17,0,51.0,Sales & Marketing,region_13,m,sourcing,Bachelor's 1,27,4.0,1,0,69.0,Procurement,region_5,f,other,Bachelor's 2,30,3.0,4,0,81.0,Analytics,region_2,m,other,Bachelor's 5,27,3.0,3,0,82.0,Technology,region_31,f,other,Bachelor's 1,28,4.0,5,0,52.0,HR,region_2,m,sourcing,Bachelor's 1,34,2.0,6,0,69.0,Procurement,region_15,f,sourcing,Master's & above 1,38,3.0,12,0,62.0,Operations,region_22,f,sourcing,Bachelor's 1,36,3.0,8,0,47.0,Sales & Marketing,region_2,f,other,Bachelor's 1,34,3.0,3,0,79.0,Technology,region_11,m,other,Bachelor's 1,28,4.0,6,0,82.0,Technology,region_22,m,sourcing,Bachelor's 2,26,3.0,3,0,67.0,Sales & Marketing,region_22,m,other,Bachelor's 1,30,5.0,3,0,73.0,Procurement,region_5,f,other,Bachelor's 2,38,5.0,10,0,53.0,Operations,region_7,f,other,Bachelor's 1,34,1.0,3,0,67.0,Procurement,region_7,m,other,Bachelor's 1,39,4.0,8,0,52.0,Sales & Marketing,region_13,m,sourcing,Master's & above 1,53,4.0,19,0,57.0,Operations,region_2,m,other,Master's & above 1,31,2.0,7,0,68.0,Procurement,region_22,m,other,Bachelor's 1,29,5.0,4,0,48.0,Sales & Marketing,region_27,m,other,Bachelor's 1,35,3.0,5,0,47.0,Sales & Marketing,region_23,m,sourcing,Bachelor's 1,31,3.0,5,0,82.0,Technology,region_17,f,sourcing,Bachelor's 1,30,5.0,4,0,82.0,Technology,region_14,m,other,Bachelor's 1,40,2.0,4,0,59.0,Operations,region_16,m,sourcing,Master's & above 1,27,2.0,2,0,51.0,Sales & Marketing,region_6,m,other,Bachelor's 3,59,3.0,10,0,53.0,Sales & Marketing,region_2,m,other,Bachelor's 2,32,5.0,6,0,81.0,Analytics,region_23,m,other,Bachelor's 2,31,2.0,2,0,69.0,Procurement,region_11,f,other,Bachelor's 1,24,4.0,2,0,75.0,Technology,region_2,m,other,Bachelor's 1,29,3.0,3,0,70.0,Procurement,region_17,f,sourcing,Bachelor's 1,44,5.0,12,0,48.0,Sales & Marketing,region_22,m,sourcing,Master's & above 2,31,1.0,5,0,54.0,Sales & Marketing,region_13,m,sourcing,Bachelor's 2,28,4.0,2,0,60.0,Finance,region_26,m,other,Bachelor's 1,27,5.0,1,0,54.0,Sales & Marketing,region_13,m,other,Bachelor's 1,20,5.0,2,0,82.0,Analytics,region_22,m,other,Bachelor's 1,31,1.0,5,0,50.0,Sales & Marketing,region_23,f,sourcing,Bachelor's 1,30,5.0,7,0,73.0,Procurement,region_17,f,sourcing,Bachelor's 1,47,3.0,5,0,68.0,Procurement,region_13,m,sourcing,Master's & above 1,47,1.0,19,0,53.0,Sales & Marketing,region_2,f,other,Bachelor's 1,38,4.0,9,0,47.0,Sales & Marketing,region_13,f,other,Bachelor's 1,29,3.0,3,0,84.0,Analytics,region_7,m,other,Bachelor's 1,32,3.0,6,0,51.0,Sales & Marketing,region_29,m,sourcing,Bachelor's 1,32,3.0,7,0,83.0,R&D,region_25,m,sourcing,Bachelor's 1,53,5.0,2,0,80.0,Technology,region_2,f,other,Master's & above 1,35,3.0,4,0,75.0,Procurement,region_11,m,other,Master's & above 1,45,4.0,4,0,49.0,HR,region_2,f,other,Bachelor's 1,43,1.0,13,0,49.0,Sales & Marketing,region_2,m,other,Master's & above 3,33,1.0,4,0,51.0,Sales & Marketing,region_7,m,other,Bachelor's 1,36,4.0,7,0,65.0,Procurement,region_26,m,other,Bachelor's 2,56,4.0,23,0,56.0,Sales & Marketing,region_26,m,other,Master's & above 1,33,3.0,5,0,53.0,Operations,region_2,m,sourcing,Bachelor's 1,31,4.0,3,0,49.0,Sales & Marketing,region_28,f,other,Bachelor's 2,31,5.0,7,0,59.0,Operations,region_16,m,sourcing,Bachelor's 1,28,3.0,2,0,48.0,HR,region_2,f,referred,Bachelor's 3,36,1.0,4,0,81.0,Technology,region_2,m,sourcing,Bachelor's 1,29,3.0,3,0,55.0,HR,region_7,f,other,Bachelor's 1,54,5.0,11,0,56.0,Operations,region_13,m,other,Bachelor's 1,35,1.0,4,0,79.0,Technology,region_21,m,other,Bachelor's 1,34,1.0,9,0,59.0,Finance,region_20,f,other,Master's & above 1,39,4.0,3,0,60.0,Finance,region_15,m,other,Bachelor's 1,24,5.0,2,0,57.0,Operations,region_7,m,other,Below Secondary 1,38,3.0,4,0,48.0,Sales & Marketing,region_27,f,other,Bachelor's 1,28,5.0,5,0,48.0,Sales & Marketing,region_22,f,sourcing,Bachelor's 1,30,2.0,4,0,77.0,Technology,region_13,f,other,Master's & above 3,42,3.0,4,0,80.0,Analytics,region_2,m,other,Bachelor's 1,37,4.0,6,0,55.0,Legal,region_22,m,sourcing,Bachelor's 1,39,4.0,9,0,47.0,Sales & Marketing,region_7,m,other,Bachelor's 1,35,3.0,4,0,83.0,Analytics,region_27,m,other,Bachelor's 1,32,3.0,6,0,48.0,Sales & Marketing,region_2,f,sourcing,Master's & above 1,34,5.0,4,0,46.0,Sales & Marketing,region_28,m,sourcing,Master's & above 1,37,4.0,11,0,73.0,Procurement,region_2,f,other,Bachelor's 2,32,1.0,7,0,55.0,Sales & Marketing,region_24,m,other,Bachelor's 1,29,5.0,5,0,47.0,HR,region_1,f,other,Bachelor's 1,31,3.0,4,0,50.0,Sales & Marketing,region_6,m,other,Bachelor's 1,47,3.0,17,0,48.0,HR,region_7,m,sourcing,Bachelor's 2,28,4.0,5,0,73.0,Procurement,region_1,f,other,Bachelor's 1,33,5.0,5,0,79.0,Analytics,region_11,m,other,Master's & above 1,52,5.0,6,0,46.0,Sales & Marketing,region_2,m,other,Bachelor's 1,45,1.0,17,0,60.0,Operations,region_31,m,sourcing,Bachelor's 1,45,3.0,6,0,56.0,HR,region_2,f,other,Bachelor's 1,25,4.0,4,0,63.0,Finance,region_22,m,sourcing,Bachelor's 1,28,5.0,4,0,49.0,Sales & Marketing,region_14,m,other,Bachelor's 1,37,5.0,3,0,83.0,Analytics,region_7,m,sourcing,Bachelor's 1,32,5.0,4,0,50.0,HR,region_26,m,sourcing,Master's & above 2,33,5.0,2,0,65.0,Operations,region_26,m,sourcing,Bachelor's 1,25,5.0,2,0,51.0,Sales & Marketing,region_2,f,other,Bachelor's 1,45,2.0,4,0,63.0,Operations,region_22,m,sourcing,Master's & above 1,26,3.0,2,0,70.0,Procurement,region_14,m,sourcing,Bachelor's 2,33,3.0,7,0,60.0,Operations,region_23,m,other,Bachelor's 1,45,5.0,6,0,47.0,Sales & Marketing,region_7,m,other,Bachelor's 2,37,3.0,10,0,90.0,Analytics,region_2,m,sourcing,Bachelor's 1,30,4.0,5,0,48.0,Sales & Marketing,region_2,m,referred,Bachelor's 1,51,4.0,6,0,53.0,HR,region_2,f,other,Master's & above 1,23,3.0,2,0,55.0,Operations,region_27,f,sourcing,Below Secondary 1,31,1.0,3,0,49.0,Sales & Marketing,region_31,m,other,Master's & above 1,26,4.0,1,0,54.0,Operations,region_22,m,other,Bachelor's 1,37,4.0,10,0,56.0,Operations,region_8,f,other,Master's & above 2,32,1.0,3,0,49.0,Sales & Marketing,region_1,f,sourcing,Master's & above 1,30,3.0,2,0,83.0,Analytics,region_26,m,sourcing,Bachelor's 2,31,3.0,7,0,57.0,Operations,region_7,f,other,Master's & above 4,45,3.0,15,0,73.0,Procurement,region_2,m,other,Master's & above 1,47,3.0,15,0,57.0,Operations,region_31,m,sourcing,Master's & above 2,38,5.0,10,0,59.0,Operations,region_13,f,sourcing,Master's & above 1,46,3.0,16,0,47.0,Sales & Marketing,region_19,m,other,Master's & above 1,34,4.0,7,0,74.0,Procurement,region_30,m,sourcing,Bachelor's 1,55,3.0,7,0,49.0,Sales & Marketing,region_7,m,sourcing,Bachelor's 1,52,2.0,10,0,76.0,Technology,region_2,f,sourcing,Master's & above 1,38,5.0,2,0,73.0,Procurement,region_17,f,sourcing,Bachelor's 2,39,3.0,2,0,83.0,Analytics,region_2,m,sourcing,Bachelor's 1,28,1.0,5,0,70.0,Procurement,region_6,m,sourcing,Bachelor's 1,33,4.0,9,0,47.0,Sales & Marketing,region_19,m,sourcing,Bachelor's 1,32,5.0,10,0,60.0,Operations,region_14,f,sourcing,Bachelor's 1,40,3.0,7,0,52.0,Sales & Marketing,region_25,m,sourcing,Master's & above 1,40,1.0,8,0,48.0,Sales & Marketing,region_25,m,sourcing,Master's & above 1,30,4.0,8,0,57.0,Operations,region_7,m,other,Bachelor's 1,54,1.0,17,0,47.0,Sales & Marketing,region_13,m,sourcing,Bachelor's 2,39,3.0,10,0,62.0,Operations,region_5,m,other,Bachelor's 1,41,3.0,5,0,57.0,Operations,region_15,m,other,Bachelor's 1,31,3.0,4,0,74.0,Technology,region_2,m,sourcing,Master's & above 1,32,5.0,5,0,46.0,Sales & Marketing,region_2,m,referred,Bachelor's 4,56,3.0,19,0,63.0,Operations,region_2,m,other,Bachelor's 1,30,2.0,4,0,86.0,Technology,region_16,m,sourcing,Bachelor's 1,32,5.0,3,0,59.0,Operations,region_27,m,sourcing,Bachelor's 1,36,1.0,7,0,83.0,Analytics,region_25,m,sourcing,Master's & above 1,35,4.0,8,0,62.0,Operations,region_13,m,other,Bachelor's 2,34,5.0,4,0,56.0,Operations,region_27,f,sourcing,Bachelor's 1,26,2.0,2,0,54.0,Sales & Marketing,region_1,m,other,Bachelor's 1,34,1.0,5,0,78.0,Technology,region_25,f,sourcing,Master's & above 1,26,3.0,2,0,58.0,Finance,region_2,m,sourcing,Bachelor's 2,25,3.0,2,0,70.0,Procurement,region_2,m,other,Bachelor's 1,31,5.0,3,0,52.0,Sales & Marketing,region_26,m,sourcing,Bachelor's 1,29,4.0,5,0,88.0,Analytics,region_1,m,sourcing,Bachelor's 1,41,5.0,13,0,70.0,Procurement,region_13,f,sourcing,Master's & above 1,31,4.0,7,0,50.0,HR,region_7,m,other,Bachelor's 1,27,4.0,4,0,56.0,Finance,region_20,m,other,Bachelor's 3,32,5.0,5,0,58.0,Finance,region_9,m,other,Master's & above 2,48,3.0,11,0,69.0,Procurement,region_2,f,other,Master's & above 1,34,2.0,5,0,73.0,Procurement,region_2,m,sourcing,Master's & above 1,31,2.0,3,0,65.0,Operations,region_22,m,other,Master's & above 1,36,1.0,4,0,49.0,Sales & Marketing,region_16,m,other,Master's & above 1,31,3.0,6,0,63.0,Finance,region_11,m,other,Bachelor's 1,35,5.0,2,0,77.0,Analytics,region_27,m,sourcing,Bachelor's 1,28,3.0,5,0,60.0,Operations,region_26,f,sourcing,Bachelor's 1,39,5.0,7,0,85.0,Procurement,region_15,f,other,Bachelor's 1,32,1.0,6,0,85.0,Analytics,region_22,f,other,Master's & above 1,45,4.0,16,0,46.0,Sales & Marketing,region_16,m,sourcing,Bachelor's 1,44,5.0,17,0,64.0,Sales & Marketing,region_7,m,sourcing,Bachelor's 1,42,5.0,12,0,49.0,Sales & Marketing,region_2,m,other,Bachelor's 1,27,5.0,4,0,62.0,Operations,region_2,m,other,Bachelor's 1,34,1.0,10,0,51.0,Sales & Marketing,region_7,m,other,Bachelor's 1,33,5.0,3,0,58.0,Finance,region_13,f,other,Master's & above 2,50,3.0,3,0,69.0,Procurement,region_2,m,sourcing,Master's & above 1,31,3.0,8,0,69.0,Procurement,region_31,f,other,Bachelor's 1,43,3.0,11,0,86.0,Technology,region_15,m,other,Bachelor's 2,33,1.0,4,0,50.0,Sales & Marketing,region_9,m,sourcing,Master's & above 1,30,5.0,7,0,84.0,Analytics,region_22,m,sourcing,Master's & above 1,34,1.0,9,0,74.0,Technology,region_7,f,other,Master's & above 1,32,1.0,7,0,77.0,Technology,region_16,f,sourcing,Bachelor's 1,29,3.0,3,0,60.0,Operations,region_13,f,other,Bachelor's 1,42,3.0,2,0,49.0,Sales & Marketing,region_7,m,sourcing,Master's & above 1,43,1.0,2,0,50.0,Sales & Marketing,region_7,m,sourcing,Master's & above 1,27,3.0,2,0,70.0,Procurement,region_28,f,other,Bachelor's 1,44,3.0,3,0,76.0,Procurement,region_16,f,other,Bachelor's 1,43,3.0,6,0,50.0,Sales & Marketing,region_2,m,other,Bachelor's 1,54,3.0,12,0,70.0,Procurement,region_2,f,other,Master's & above 1,36,5.0,4,0,48.0,Sales & Marketing,region_2,m,other,Bachelor's 1,34,5.0,4,0,47.0,Sales & Marketing,region_28,m,sourcing,Bachelor's 1,29,5.0,4,0,51.0,Sales & Marketing,region_3,m,sourcing,Bachelor's 1,29,3.0,4,0,46.0,HR,region_22,f,other,Bachelor's 1,49,3.0,2,0,54.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,31,3.0,4,0,79.0,Technology,region_5,f,sourcing,Bachelor's 1,36,5.0,2,0,58.0,Operations,region_7,f,sourcing,Master's & above 1,30,1.0,2,0,57.0,Finance,region_22,m,other,Bachelor's 1,44,4.0,14,0,49.0,Sales & Marketing,region_26,m,other,Bachelor's 1,32,5.0,4,0,69.0,Procurement,region_15,f,other,Bachelor's 1,45,3.0,16,0,47.0,Sales & Marketing,region_7,m,sourcing,Master's & above 1,29,5.0,5,0,50.0,Sales & Marketing,region_7,f,sourcing,Bachelor's 2,33,4.0,8,0,71.0,Procurement,region_15,f,sourcing,Bachelor's 1,30,4.0,4,0,62.0,Operations,region_31,m,sourcing,Bachelor's 1,37,3.0,11,0,52.0,Sales & Marketing,region_28,f,other,Bachelor's 1,42,5.0,14,0,53.0,Sales & Marketing,region_4,m,sourcing,Master's & above 1,41,5.0,4,0,86.0,Analytics,region_13,m,other,Bachelor's 1,29,4.0,6,0,49.0,Sales & Marketing,region_15,m,sourcing,Master's & above 2,41,3.0,3,0,60.0,Operations,region_15,f,other,Bachelor's 2,42,4.0,6,1,72.0,Procurement,region_4,m,sourcing,Master's & above 1,37,3.0,3,0,55.0,Operations,region_32,m,sourcing,Bachelor's 1,53,3.0,20,0,64.0,Procurement,region_17,f,other,Bachelor's 1,36,3.0,8,0,78.0,Technology,region_24,f,sourcing,Master's & above 1,23,3.0,2,0,70.0,Procurement,region_16,m,other,Below Secondary 2,29,2.0,8,0,70.0,Procurement,region_27,m,sourcing,Bachelor's 1,31,1.0,3,0,66.0,Procurement,region_11,f,other,Bachelor's 1,32,3.0,2,0,77.0,Technology,region_4,f,other,Master's & above 1,26,2.0,3,0,49.0,Sales & Marketing,region_5,m,other,Bachelor's 1,29,4.0,9,0,58.0,Finance,region_11,f,other,Bachelor's 1,30,4.0,3,0,81.0,Technology,region_15,f,other,Bachelor's 1,30,2.0,3,0,58.0,Finance,region_22,m,other,Bachelor's 1,29,4.0,6,0,85.0,Analytics,region_26,m,sourcing,Bachelor's 1,31,3.0,5,0,71.0,Procurement,region_29,m,other,Bachelor's 1,50,4.0,16,0,67.0,Procurement,region_17,f,sourcing,Bachelor's 1,44,5.0,11,0,48.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,31,1.0,8,0,48.0,Sales & Marketing,region_34,m,other,Bachelor's 1,32,3.0,3,0,67.0,Procurement,region_22,f,sourcing,Bachelor's 1,41,4.0,14,0,59.0,Operations,region_7,f,other,Bachelor's 1,30,3.0,5,0,83.0,R&D,region_11,m,other,Master's & above 1,27,3.0,6,0,62.0,Finance,region_11,f,sourcing,Bachelor's 1,36,4.0,3,0,63.0,Operations,region_34,m,other,Bachelor's 1,29,5.0,2,0,57.0,Operations,region_25,m,other,Bachelor's 2,30,5.0,4,0,52.0,Sales & Marketing,region_20,m,other,Bachelor's 2,30,1.0,7,0,64.0,Finance,region_22,m,other,Bachelor's 1,30,5.0,5,0,60.0,Finance,region_15,m,sourcing,Master's & above 3,30,3.0,3,0,46.0,Sales & Marketing,region_29,m,sourcing,Bachelor's 1,32,3.0,10,0,51.0,Sales & Marketing,region_28,f,other,Master's & above 1,32,3.0,3,0,57.0,Legal,region_22,f,sourcing,Bachelor's 1,38,2.0,9,0,53.0,Sales & Marketing,region_31,m,sourcing,Bachelor's 1,29,4.0,1,0,63.0,Operations,region_17,m,other,Bachelor's 1,30,2.0,9,0,57.0,Operations,region_30,m,other,Bachelor's 1,30,4.0,5,0,83.0,Analytics,region_29,m,other,Bachelor's 1,31,4.0,5,0,52.0,HR,region_7,f,sourcing,Master's & above 2,38,2.0,8,0,51.0,Sales & Marketing,region_4,m,sourcing,Master's & above 1,29,5.0,2,0,54.0,Sales & Marketing,region_4,m,other,Bachelor's 1,39,5.0,4,0,83.0,Analytics,region_13,m,other,Bachelor's 2,32,2.0,5,0,48.0,Sales & Marketing,region_33,m,sourcing,Bachelor's 2,28,1.0,6,0,46.0,Sales & Marketing,region_15,f,other,Bachelor's 1,38,4.0,15,0,63.0,Operations,region_13,m,other,Master's & above 1,30,5.0,3,0,81.0,Technology,region_2,m,referred,Bachelor's 2,27,3.0,3,0,46.0,Sales & Marketing,region_34,m,other,Bachelor's 2,34,2.0,7,0,82.0,Technology,region_15,f,other,Master's & above 3,36,3.0,3,1,50.0,Sales & Marketing,region_2,m,other,Bachelor's 1,34,5.0,7,0,60.0,Operations,region_7,f,sourcing,Bachelor's 1,35,3.0,7,0,83.0,Analytics,region_7,m,sourcing,Master's & above 1,48,5.0,18,0,52.0,Sales & Marketing,region_13,m,other,Bachelor's 1,29,4.0,6,0,59.0,Finance,region_11,m,sourcing,Bachelor's 1,48,3.0,4,0,52.0,Sales & Marketing,region_7,m,sourcing,Master's & above 1,38,5.0,13,0,80.0,Technology,region_33,m,other,Master's & above 1,26,4.0,2,0,68.0,Procurement,region_2,m,other,Below Secondary 1,39,5.0,4,0,49.0,Sales & Marketing,region_32,m,sourcing,Bachelor's 1,37,4.0,8,0,62.0,Operations,region_19,m,other,Master's & above 1,28,5.0,4,1,96.0,Finance,region_30,f,sourcing,Bachelor's 1,40,3.0,13,0,55.0,Sales & Marketing,region_9,m,other,Master's & above 1,45,3.0,4,0,72.0,Procurement,region_2,m,other,Bachelor's 1,35,4.0,3,0,81.0,Technology,region_2,f,sourcing,Master's & above 1,37,3.0,9,0,78.0,Technology,region_26,f,sourcing,Master's & above 3,38,4.0,12,0,58.0,Operations,region_13,m,other,Bachelor's 2,36,1.0,5,0,47.0,Sales & Marketing,region_13,m,other,Master's & above 1,57,3.0,16,0,50.0,Sales & Marketing,region_2,m,other,Master's & above 6,28,1.0,5,0,68.0,Procurement,region_22,m,other,Bachelor's 1,36,3.0,8,0,65.0,Operations,region_22,m,sourcing,Master's & above 1,43,3.0,6,0,69.0,Procurement,region_6,m,other,Bachelor's 2,23,3.0,2,0,56.0,Finance,region_2,m,sourcing,Bachelor's 1,37,3.0,11,0,79.0,Technology,region_16,f,sourcing,Bachelor's 1,35,4.0,8,0,58.0,Operations,region_27,m,sourcing,Bachelor's 1,30,3.0,5,0,50.0,Sales & Marketing,region_15,m,sourcing,Master's & above 1,27,3.0,5,0,51.0,Sales & Marketing,region_26,m,sourcing,Bachelor's 1,32,3.0,2,0,69.0,Procurement,region_31,f,other,Bachelor's 1,34,3.0,7,0,84.0,Analytics,region_25,m,sourcing,Master's & above 1,30,3.0,3,0,43.0,HR,region_24,m,other,Bachelor's 1,53,5.0,14,0,49.0,Sales & Marketing,region_2,f,other,Bachelor's 1,35,3.0,7,0,83.0,Technology,region_2,f,sourcing,Bachelor's 1,38,5.0,5,0,51.0,Sales & Marketing,region_25,m,sourcing,Master's & above 1,34,3.0,9,0,74.0,Procurement,region_2,m,other,Bachelor's 1,40,4.0,10,0,51.0,Sales & Marketing,region_11,m,other,Master's & above 1,41,4.0,11,0,68.0,Procurement,region_17,f,other,Bachelor's 1,34,3.0,10,0,49.0,Sales & Marketing,region_20,m,sourcing,Bachelor's 1,27,4.0,4,0,57.0,Operations,region_29,m,other,Bachelor's 1,37,5.0,2,1,57.0,Operations,region_27,m,other,Master's & above 1,40,5.0,9,0,77.0,Technology,region_2,f,other,Master's & above 1,35,5.0,3,0,73.0,Procurement,region_10,m,other,Master's & above 1,60,3.0,7,0,82.0,Analytics,region_2,m,sourcing,Bachelor's 1,35,5.0,4,0,43.0,Sales & Marketing,region_1,m,sourcing,Master's & above 1,52,1.0,19,0,59.0,Operations,region_2,m,sourcing,Master's & above 2,46,5.0,9,0,71.0,Procurement,region_17,f,sourcing,Bachelor's 5,27,3.0,3,0,73.0,Procurement,region_27,m,other,Bachelor's 3,41,3.0,5,0,46.0,Sales & Marketing,region_31,m,other,Master's & above 1,42,3.0,2,0,51.0,Sales & Marketing,region_26,m,sourcing,Bachelor's 1,30,4.0,5,0,81.0,R&D,region_22,m,other,Bachelor's 1,28,2.0,5,0,79.0,Technology,region_22,m,other,Bachelor's 1,34,5.0,5,0,65.0,Procurement,region_16,f,sourcing,Master's & above 1,60,3.0,29,0,79.0,Technology,region_2,m,sourcing,Bachelor's 3,23,4.0,2,0,57.0,Operations,region_22,m,sourcing,Bachelor's 1,35,3.0,4,0,65.0,Operations,region_16,f,other,Master's & above 2,29,3.0,2,0,86.0,Analytics,region_31,m,sourcing,Bachelor's 1,31,4.0,3,0,79.0,Technology,region_23,m,sourcing,Bachelor's 1,40,5.0,3,0,59.0,Operations,region_22,m,referred,Master's & above 1,34,4.0,2,0,59.0,Operations,region_2,f,other,Master's & above 1,37,3.0,3,0,51.0,Sales & Marketing,region_19,m,sourcing,Bachelor's 1,38,1.0,4,0,64.0,Operations,region_2,f,other,Master's & above 1,35,5.0,10,1,64.0,Procurement,region_23,m,sourcing,Bachelor's 1,24,2.0,2,0,48.0,Sales & Marketing,region_16,m,sourcing,Bachelor's 1,27,4.0,5,0,59.0,Operations,region_2,f,other,Bachelor's 1,35,1.0,7,0,58.0,Legal,region_7,m,other,Bachelor's 2,29,5.0,7,0,88.0,Analytics,region_7,m,other,Bachelor's 1,29,5.0,4,0,49.0,HR,region_26,m,sourcing,Bachelor's 1,44,5.0,12,0,59.0,Operations,region_22,m,sourcing,Master's & above 1,30,3.0,3,0,55.0,Operations,region_4,f,other,Bachelor's 1,46,3.0,15,0,50.0,Sales & Marketing,region_31,m,sourcing,Bachelor's 1,53,3.0,4,1,88.0,HR,region_2,m,referred,Master's & above 1,33,5.0,4,0,48.0,Sales & Marketing,region_4,m,sourcing,Master's & above 1,28,3.0,4,0,68.0,Procurement,region_20,m,other,Bachelor's 1,31,4.0,5,0,63.0,Finance,region_32,f,other,Bachelor's 2,36,3.0,7,0,50.0,Sales & Marketing,region_1,m,sourcing,Bachelor's 1,34,3.0,7,0,52.0,Sales & Marketing,region_13,f,other,Bachelor's 1,32,3.0,9,0,70.0,Finance,region_22,m,sourcing,Bachelor's 1,28,5.0,2,0,91.0,Finance,region_22,m,other,Bachelor's 1,52,3.0,23,0,90.0,Analytics,region_2,m,sourcing,Master's & above 1,38,1.0,7,0,71.0,Procurement,region_27,m,other,Bachelor's 2,27,3.0,4,0,69.0,Procurement,region_22,m,other,Bachelor's 1,30,5.0,9,0,57.0,Operations,region_4,m,other,Bachelor's 1,39,1.0,6,0,89.0,Analytics,region_27,m,sourcing,Bachelor's 1,26,3.0,2,0,83.0,Technology,region_2,f,sourcing,Bachelor's 1,30,4.0,6,0,59.0,Finance,region_22,m,other,Bachelor's 2,45,3.0,15,0,85.0,Analytics,region_2,m,sourcing,Bachelor's 1,35,3.0,7,0,66.0,Procurement,region_30,m,sourcing,Bachelor's 2,37,1.0,11,0,82.0,Technology,region_2,m,other,Master's & above 1,33,5.0,5,0,75.0,Procurement,region_7,f,other,Bachelor's 1,42,5.0,5,0,77.0,Analytics,region_7,m,other,Master's & above 1,25,1.0,4,0,65.0,Procurement,region_16,f,other,Bachelor's 1,33,5.0,6,0,58.0,Operations,region_24,f,other,Bachelor's 1,38,4.0,4,0,48.0,HR,region_22,f,other,Master's & above 1,37,1.0,9,0,48.0,Sales & Marketing,region_13,m,other,Bachelor's 1,29,3.0,4,0,50.0,Sales & Marketing,region_32,m,other,Bachelor's 2,34,3.0,9,0,50.0,Sales & Marketing,region_32,m,other,Bachelor's 3,38,3.0,5,0,46.0,Sales & Marketing,region_15,m,sourcing,Master's & above 1,32,5.0,10,0,53.0,Sales & Marketing,region_9,m,sourcing,Bachelor's 1,31,5.0,6,0,62.0,Operations,region_26,f,other,Bachelor's 1,39,4.0,4,0,44.0,HR,region_13,m,sourcing,Bachelor's 1,41,3.0,4,0,72.0,Procurement,region_13,f,sourcing,Master's & above 1,38,2.0,7,0,67.0,Procurement,region_2,m,other,Bachelor's 1,34,5.0,5,1,55.0,Operations,region_22,f,sourcing,Bachelor's 1,28,2.0,3,0,57.0,Finance,region_4,m,sourcing,Bachelor's 1,42,4.0,13,0,57.0,Operations,region_11,m,other,Bachelor's 1,30,1.0,6,0,59.0,Operations,region_29,m,other,Bachelor's 1,29,3.0,1,0,85.0,R&D,region_29,m,sourcing,Bachelor's 1,57,3.0,24,0,80.0,Technology,region_2,f,sourcing,Master's & above 1,37,4.0,9,0,50.0,HR,region_22,f,sourcing,Master's & above 1,35,1.0,10,0,89.0,Analytics,region_31,m,sourcing,Master's & above 2,46,1.0,14,0,52.0,Sales & Marketing,region_16,m,other,Bachelor's 1,39,5.0,5,0,49.0,Sales & Marketing,region_1,m,other,Bachelor's 1,41,1.0,7,0,53.0,Sales & Marketing,region_27,m,sourcing,Bachelor's 1,35,5.0,8,0,50.0,HR,region_2,m,referred,Bachelor's 3,30,4.0,4,0,51.0,Sales & Marketing,region_15,m,sourcing,Bachelor's 1,43,3.0,12,0,47.0,Sales & Marketing,region_19,m,other,Bachelor's 1,44,5.0,9,0,63.0,Operations,region_4,f,sourcing,Master's & above 2,29,3.0,4,0,85.0,Technology,region_26,m,other,Bachelor's 1,32,3.0,8,0,63.0,Operations,region_4,m,other,Bachelor's 1,25,4.0,3,0,59.0,Operations,region_8,m,sourcing,Bachelor's 1,43,3.0,7,0,83.0,Technology,region_27,m,other,Bachelor's 2,34,2.0,3,0,81.0,Analytics,region_22,m,other,Bachelor's 1,46,1.0,6,0,50.0,Sales & Marketing,region_14,m,other,Bachelor's 1,29,3.0,6,0,78.0,Technology,region_27,f,other,Bachelor's 3,32,1.0,7,0,79.0,Technology,region_31,m,sourcing,Bachelor's 1,31,5.0,3,0,76.0,Technology,region_2,m,referred,Bachelor's 1,45,3.0,3,0,81.0,Technology,region_2,m,sourcing,Master's & above 2,38,3.0,7,1,60.0,Operations,region_31,m,other,Bachelor's 1,28,1.0,6,0,78.0,Technology,region_22,m,other,Bachelor's 3,30,5.0,5,0,63.0,Operations,region_31,f,other,Bachelor's 1,42,4.0,10,0,52.0,Sales & Marketing,region_7,m,other,Bachelor's 2,26,5.0,2,0,85.0,R&D,region_2,m,other,Bachelor's 1,48,3.0,2,0,54.0,Sales & Marketing,region_26,m,other,Bachelor's 1,36,4.0,2,0,51.0,HR,region_7,f,sourcing,Master's & above 1,29,5.0,6,0,48.0,Sales & Marketing,region_28,m,other,Bachelor's 1,26,3.0,3,0,81.0,Analytics,region_26,m,other,Bachelor's 1,32,2.0,6,0,69.0,Procurement,region_1,f,sourcing,Bachelor's 1,57,3.0,31,0,82.0,Technology,region_2,m,other,Bachelor's 1,35,4.0,5,0,78.0,Technology,region_5,f,sourcing,Bachelor's 1,28,5.0,2,0,56.0,Legal,region_2,m,other,Bachelor's 1,51,4.0,12,0,52.0,Sales & Marketing,region_10,m,other,Bachelor's 1,31,3.0,7,0,64.0,Procurement,region_7,f,sourcing,Bachelor's 1,32,5.0,6,0,58.0,Finance,region_28,f,sourcing,Master's & above 2,37,3.0,8,0,60.0,Operations,region_2,m,other,Bachelor's 1,29,4.0,6,0,58.0,Operations,region_26,f,other,Bachelor's 1,51,3.0,13,0,67.0,Procurement,region_17,f,other,Bachelor's 1,25,5.0,2,0,50.0,HR,region_27,m,other,Bachelor's 1,34,3.0,7,0,63.0,Operations,region_2,m,sourcing,Bachelor's 1,35,5.0,3,0,58.0,Operations,region_2,m,referred,Bachelor's 3,39,3.0,11,0,57.0,Operations,region_2,m,other,Bachelor's 1,50,3.0,19,0,51.0,Sales & Marketing,region_2,m,other,Bachelor's 2,30,4.0,3,0,50.0,Sales & Marketing,region_27,m,other,Bachelor's 1,30,4.0,5,0,83.0,Analytics,region_31,m,other,Bachelor's 2,32,3.0,2,0,81.0,Technology,region_2,m,sourcing,Bachelor's 1,26,4.0,4,0,76.0,Technology,region_13,m,sourcing,Bachelor's 1,32,4.0,3,0,51.0,Sales & Marketing,region_2,f,sourcing,Bachelor's 1,32,3.0,5,0,73.0,Procurement,region_2,m,sourcing,Master's & above 1,39,3.0,10,0,65.0,Sales & Marketing,region_16,f,sourcing,Bachelor's 1,31,4.0,2,0,52.0,Sales & Marketing,region_22,f,other,Bachelor's 1,36,4.0,2,0,80.0,Technology,region_5,f,other,Master's & above 2,58,3.0,14,0,84.0,Analytics,region_2,m,sourcing,Master's & above 1,32,1.0,4,0,70.0,Procurement,region_29,f,sourcing,Master's & above 1,40,5.0,6,0,86.0,Analytics,region_23,m,other,Master's & above 2,33,1.0,6,0,51.0,Sales & Marketing,region_22,m,other,Master's & above 1,39,5.0,5,0,60.0,Operations,region_2,f,other,Bachelor's 1,37,3.0,2,0,57.0,Operations,region_30,f,other,Bachelor's 1,41,4.0,2,0,47.0,Sales & Marketing,region_31,m,sourcing,Bachelor's 1,28,1.0,4,0,60.0,Finance,region_22,f,sourcing,Bachelor's 1,35,3.0,4,0,83.0,Analytics,region_5,m,other,Bachelor's 1,40,5.0,2,0,48.0,HR,region_20,f,other,Master's & above 1,35,3.0,11,0,98.0,Finance,region_4,f,other,Master's & above 1,34,1.0,8,0,46.0,Sales & Marketing,region_5,m,other,Bachelor's 1,30,3.0,4,0,48.0,Sales & Marketing,region_2,m,other,Bachelor's 2,38,1.0,4,0,50.0,Sales & Marketing,region_22,m,other,Bachelor's 1,35,3.0,5,0,59.0,Operations,region_2,f,other,Bachelor's 1,32,3.0,6,0,44.0,Sales & Marketing,region_29,m,other,Bachelor's 1,39,3.0,10,0,46.0,Sales & Marketing,region_23,m,other,Master's & above 1,43,5.0,5,0,59.0,Operations,region_13,m,other,Bachelor's 1,47,5.0,5,0,84.0,Analytics,region_2,m,sourcing,Master's & above 1,39,5.0,11,0,56.0,Operations,region_7,m,sourcing,Bachelor's 1,43,5.0,17,0,44.0,Sales & Marketing,region_2,f,sourcing,Master's & above 1,42,2.0,5,0,79.0,Technology,region_14,m,sourcing,Master's & above 1,34,4.0,3,0,88.0,Analytics,region_13,m,other,Master's & above 1,45,5.0,17,0,81.0,Analytics,region_2,m,other,Bachelor's 2,38,4.0,7,0,86.0,Analytics,region_2,m,other,Bachelor's 2,40,3.0,11,0,55.0,Sales & Marketing,region_20,m,other,Bachelor's 1,38,5.0,10,0,64.0,Operations,region_22,f,referred,Bachelor's 1,38,3.0,2,0,63.0,Operations,region_14,m,other,Master's & above 1,36,4.0,4,0,59.0,Finance,region_2,m,other,Master's & above 1,26,4.0,3,0,57.0,Finance,region_2,m,other,Bachelor's 1,32,3.0,6,0,58.0,Sales & Marketing,region_2,m,other,Bachelor's 1,30,3.0,4,0,60.0,Finance,region_29,m,sourcing,Bachelor's 4,27,1.0,2,0,55.0,Finance,region_22,f,other,Bachelor's 1,33,3.0,4,0,79.0,Technology,region_15,m,sourcing,Bachelor's 1,36,1.0,4,0,62.0,Finance,region_23,m,other,Master's & above 2,28,3.0,1,0,59.0,Operations,region_31,m,other,Bachelor's 1,29,3.0,5,0,75.0,Technology,region_26,m,sourcing,Bachelor's 1,24,3.0,2,0,51.0,HR,region_16,f,sourcing,Below Secondary 1,58,3.0,26,0,82.0,Technology,region_2,m,sourcing,Master's & above 1,25,4.0,3,0,62.0,Finance,region_22,m,other,Below Secondary 1,40,1.0,3,0,53.0,Sales & Marketing,region_7,m,other,Bachelor's 1,34,1.0,4,0,48.0,Sales & Marketing,region_12,m,other,Bachelor's 1,37,3.0,9,0,73.0,Procurement,region_10,m,sourcing,Master's & above 1,37,3.0,6,0,71.0,Procurement,region_2,f,referred,Master's & above 1,29,5.0,3,0,82.0,R&D,region_7,m,sourcing,Bachelor's 1,39,3.0,9,0,57.0,Operations,region_11,m,sourcing,Bachelor's 4,28,3.0,2,0,56.0,Sales & Marketing,region_27,m,other,Bachelor's 1,37,3.0,4,0,84.0,Analytics,region_2,m,other,Master's & above 2,37,1.0,8,0,71.0,Procurement,region_2,m,sourcing,Bachelor's 1,26,1.0,2,0,51.0,Sales & Marketing,region_34,m,sourcing,Bachelor's 1,34,3.0,3,0,58.0,Finance,region_28,m,sourcing,Master's & above 1,40,3.0,6,0,60.0,Operations,region_17,f,other,Bachelor's 2,32,5.0,5,0,59.0,Operations,region_4,m,sourcing,Bachelor's 2,30,4.0,3,0,88.0,Analytics,region_2,m,other,Bachelor's 1,43,5.0,3,0,54.0,Operations,region_2,f,sourcing,Bachelor's 1,44,3.0,12,0,49.0,HR,region_2,f,referred,Bachelor's 1,53,3.0,15,0,86.0,Technology,region_26,m,other,Bachelor's 1,29,3.0,3,0,71.0,Legal,region_22,m,other,Bachelor's 1,29,1.0,3,0,52.0,Sales & Marketing,region_26,m,other,Bachelor's 2,39,3.0,4,0,49.0,Sales & Marketing,region_14,m,sourcing,Bachelor's 1,29,3.0,4,0,78.0,Technology,region_6,f,other,Bachelor's 1,39,5.0,4,0,62.0,Operations,region_2,m,other,Master's & above 1,34,2.0,3,0,87.0,R&D,region_8,m,other,Bachelor's 1,32,5.0,7,0,49.0,Sales & Marketing,region_7,m,sourcing,Master's & above 2,36,3.0,7,0,60.0,Operations,region_15,m,other,Master's & above 2,36,2.0,9,0,48.0,Sales & Marketing,region_14,m,other,Master's & above 1,52,5.0,3,0,56.0,Operations,region_2,m,sourcing,Master's & above 2,31,3.0,5,0,80.0,Technology,region_26,m,other,Bachelor's 1,31,4.0,4,0,87.0,Analytics,region_4,m,other,Bachelor's 1,40,4.0,10,0,59.0,Operations,region_15,m,other,Bachelor's 1,34,4.0,4,0,49.0,Sales & Marketing,region_29,m,sourcing,Bachelor's 2,34,3.0,4,0,81.0,R&D,region_2,m,sourcing,Master's & above 1,52,3.0,17,0,73.0,Procurement,region_15,m,sourcing,Master's & above 1,35,3.0,3,0,59.0,Operations,region_2,f,sourcing,Bachelor's 1,37,4.0,9,0,51.0,Sales & Marketing,region_10,f,other,Master's & above 2,35,5.0,3,0,62.0,Operations,region_15,m,other,Master's & above 1,43,4.0,10,0,65.0,Operations,region_15,m,sourcing,Bachelor's 1,32,5.0,2,0,46.0,HR,region_13,m,other,Bachelor's 2,28,3.0,3,0,81.0,Technology,region_13,m,other,Bachelor's 1,31,3.0,3,0,46.0,Sales & Marketing,region_3,m,sourcing,Bachelor's 1,34,4.0,8,0,51.0,Sales & Marketing,region_7,f,sourcing,Master's & above 1,34,5.0,3,0,59.0,Operations,region_22,f,referred,Bachelor's 1,49,2.0,15,0,53.0,Sales & Marketing,region_4,m,other,Bachelor's 1,28,5.0,2,0,81.0,Analytics,region_32,m,other,Bachelor's 1,36,3.0,5,0,53.0,Sales & Marketing,region_30,m,sourcing,Master's & above 1,29,4.0,6,0,60.0,Operations,region_13,f,other,Bachelor's 1,34,5.0,8,0,62.0,Operations,region_6,f,sourcing,Bachelor's 1,27,5.0,2,0,48.0,Sales & Marketing,region_6,m,other,Bachelor's 1,29,4.0,2,0,71.0,Procurement,region_31,f,other,Bachelor's 2,56,4.0,14,0,84.0,Analytics,region_2,m,sourcing,Master's & above 1,30,1.0,2,1,51.0,Sales & Marketing,region_16,m,sourcing,Bachelor's 1,36,3.0,7,0,69.0,Procurement,region_13,f,other,Bachelor's 1,30,3.0,7,0,57.0,Operations,region_32,m,other,Bachelor's 1,27,5.0,3,0,80.0,Technology,region_1,m,sourcing,Bachelor's 1,30,4.0,5,0,74.0,Operations,region_26,f,other,Bachelor's 1,45,5.0,13,0,68.0,Procurement,region_7,m,other,Master's & above 1,34,5.0,3,0,51.0,Sales & Marketing,region_4,m,other,Bachelor's 1,33,1.0,6,0,84.0,R&D,region_2,m,other,Bachelor's 1,33,5.0,5,0,59.0,Operations,region_2,f,referred,Bachelor's 1,30,3.0,7,0,48.0,HR,region_29,m,sourcing,Master's & above 1,31,2.0,3,0,81.0,Technology,region_2,f,other,Master's & above 1,39,3.0,4,0,81.0,Technology,region_33,m,sourcing,Bachelor's 1,29,5.0,5,0,81.0,R&D,region_29,m,other,Bachelor's 1,32,5.0,8,0,58.0,Operations,region_22,f,other,Bachelor's 1,26,2.0,3,0,46.0,Sales & Marketing,region_27,m,other,Bachelor's 1,39,3.0,8,0,57.0,Legal,region_7,m,sourcing,Bachelor's 3,32,5.0,4,0,60.0,Operations,region_34,m,other,Bachelor's 1,28,2.0,3,0,62.0,Operations,region_34,m,sourcing,Bachelor's 2,31,1.0,7,0,51.0,Sales & Marketing,region_2,f,sourcing,Bachelor's 1,41,3.0,13,0,79.0,Technology,region_17,m,other,Bachelor's 1,46,3.0,19,0,72.0,Procurement,region_4,m,other,Bachelor's 1,40,3.0,11,0,59.0,Operations,region_20,m,other,Bachelor's 3,33,3.0,4,0,84.0,Analytics,region_31,m,other,Bachelor's 1,46,3.0,4,0,80.0,Technology,region_2,f,other,Bachelor's 1,26,3.0,4,0,86.0,Analytics,region_22,f,sourcing,Bachelor's 1,31,5.0,2,0,55.0,Operations,region_4,f,other,Bachelor's 2,36,4.0,9,0,59.0,Operations,region_27,m,other,Bachelor's 1,45,5.0,12,0,54.0,Operations,region_22,m,other,Master's & above 2,34,1.0,5,0,69.0,Procurement,region_2,f,other,Master's & above 1,28,3.0,6,0,88.0,Analytics,region_7,m,other,Bachelor's 1,35,3.0,10,0,55.0,Operations,region_2,m,other,Master's & above 1,33,2.0,8,0,83.0,Technology,region_30,f,other,Bachelor's 2,26,2.0,3,0,49.0,Sales & Marketing,region_31,m,other,Bachelor's 1,30,4.0,3,0,64.0,Procurement,region_7,m,other,Bachelor's 1,52,1.0,7,0,78.0,Technology,region_2,m,sourcing,Bachelor's 1,42,4.0,5,0,49.0,Sales & Marketing,region_2,m,sourcing,Master's & above 1,39,5.0,7,0,60.0,Operations,region_19,f,other,Master's & above 1,32,2.0,7,0,48.0,HR,region_3,m,sourcing,Master's & above 1,31,3.0,9,0,59.0,Operations,region_32,m,sourcing,Bachelor's 2,28,3.0,3,0,52.0,Sales & Marketing,region_26,m,other,Bachelor's 2,30,3.0,5,0,73.0,Procurement,region_31,f,sourcing,Bachelor's 1,26,2.0,2,0,71.0,Procurement,region_22,m,other,Bachelor's 1,23,3.0,2,0,55.0,Finance,region_22,m,sourcing,Below Secondary 1,43,5.0,8,0,74.0,Procurement,region_8,f,sourcing,Master's & above 1,34,3.0,2,0,57.0,Operations,region_20,m,sourcing,Master's & above 1,30,3.0,3,0,60.0,Operations,region_13,f,sourcing,Bachelor's 1,57,5.0,6,0,57.0,Operations,region_15,m,sourcing,Bachelor's 1,34,4.0,6,0,81.0,Analytics,region_28,m,sourcing,Bachelor's 1,29,3.0,2,0,49.0,Sales & Marketing,region_28,f,other,Bachelor's 1,40,5.0,4,0,50.0,Sales & Marketing,region_13,m,other,Bachelor's 2,30,3.0,2,0,60.0,Finance,region_8,m,other,Bachelor's 1,48,1.0,11,0,47.0,Sales & Marketing,region_4,m,other,Master's & above 1,43,4.0,14,0,48.0,Sales & Marketing,region_15,m,other,Bachelor's 1,29,2.0,6,0,46.0,Sales & Marketing,region_22,m,other,Bachelor's 1,33,4.0,4,0,57.0,Finance,region_26,m,other,Master's & above 1,34,5.0,10,0,53.0,Operations,region_14,f,other,Bachelor's 2,32,5.0,6,0,60.0,Operations,region_7,f,sourcing,Bachelor's 1,48,2.0,16,0,70.0,Procurement,region_17,f,sourcing,Master's & above 1,28,3.0,3,0,50.0,Sales & Marketing,region_7,m,sourcing,Bachelor's 3,27,5.0,5,0,78.0,Analytics,region_16,m,sourcing,Bachelor's 1,34,4.0,8,0,47.0,Sales & Marketing,region_27,m,sourcing,Bachelor's 1,27,5.0,3,0,51.0,HR,region_16,m,other,Bachelor's 2,31,5.0,5,1,51.0,Sales & Marketing,region_30,m,other,Bachelor's 1,30,2.0,5,0,46.0,HR,region_2,f,referred,Bachelor's 1,30,3.0,6,0,51.0,Sales & Marketing,region_7,f,other,Bachelor's 1,29,4.0,3,0,86.0,Analytics,region_7,m,other,Bachelor's 1,29,5.0,6,0,58.0,Operations,region_16,f,other,Bachelor's 1,35,3.0,7,0,48.0,Sales & Marketing,region_19,m,sourcing,Master's & above 2,33,3.0,5,0,53.0,Sales & Marketing,region_26,m,sourcing,Master's & above 2,44,1.0,3,0,47.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,35,4.0,10,0,58.0,Operations,region_13,m,other,Bachelor's 1,50,3.0,2,0,57.0,Operations,region_11,m,other,Master's & above 3,31,3.0,9,0,50.0,Sales & Marketing,region_7,m,other,Master's & above 2,29,5.0,5,0,65.0,Finance,region_22,m,sourcing,Bachelor's 1,39,4.0,5,0,58.0,Operations,region_2,f,sourcing,Bachelor's 3,27,2.0,3,0,81.0,Technology,region_2,m,other,Bachelor's 1,31,3.0,7,0,86.0,Analytics,region_22,m,other,Bachelor's 1,37,3.0,9,0,50.0,Sales & Marketing,region_4,m,sourcing,Bachelor's 1,60,3.0,10,0,48.0,HR,region_2,f,other,Master's & above 1,29,3.0,2,0,77.0,Technology,region_6,m,other,Bachelor's 1,56,3.0,15,0,59.0,Operations,region_2,f,sourcing,Master's & above 1,59,3.0,17,0,49.0,HR,region_2,f,sourcing,Master's & above 1,33,1.0,3,0,48.0,HR,region_2,f,other,Bachelor's 1,26,3.0,2,0,49.0,Sales & Marketing,region_10,m,sourcing,Bachelor's 1,45,2.0,3,0,76.0,Technology,region_16,f,other,Master's & above 1,29,4.0,5,0,49.0,HR,region_15,m,other,Bachelor's 1,34,3.0,5,0,79.0,Technology,region_16,f,other,Bachelor's 1,36,1.0,5,0,79.0,Technology,region_24,m,other,Master's & above 1,32,3.0,6,0,58.0,Operations,region_2,m,other,Bachelor's 1,48,4.0,6,0,50.0,HR,region_2,f,other,Bachelor's 1,31,3.0,6,0,82.0,Technology,region_10,m,other,Bachelor's 1,31,3.0,5,0,55.0,Operations,region_8,f,other,Bachelor's 1,30,5.0,2,0,46.0,Sales & Marketing,region_31,m,sourcing,Bachelor's 2,43,5.0,20,0,84.0,Analytics,region_20,m,other,Bachelor's 2,31,3.0,7,0,81.0,Analytics,region_21,m,other,Bachelor's 1,44,4.0,13,0,67.0,Procurement,region_2,f,sourcing,Bachelor's 1,42,3.0,14,0,49.0,Sales & Marketing,region_13,f,sourcing,Bachelor's 1,40,4.0,2,0,50.0,Sales & Marketing,region_4,m,other,Bachelor's 1,50,2.0,19,0,68.0,Procurement,region_15,m,other,Bachelor's 1,32,5.0,7,0,67.0,Procurement,region_19,m,other,Bachelor's 1,27,5.0,2,0,87.0,Analytics,region_28,m,other,Bachelor's 1,38,4.0,10,0,55.0,Operations,region_2,f,sourcing,Bachelor's 1,56,4.0,31,0,78.0,Technology,region_13,m,other,Master's & above 1,41,4.0,3,0,64.0,Procurement,region_13,m,other,Master's & above 1,30,3.0,2,0,47.0,Sales & Marketing,region_25,m,other,Bachelor's 1,36,2.0,7,0,57.0,Finance,region_2,m,other,Master's & above 1,41,5.0,10,0,60.0,Finance,region_4,m,other,Bachelor's 2,31,3.0,2,0,87.0,Analytics,region_32,m,other,Bachelor's 1,42,1.0,7,0,68.0,Procurement,region_15,f,other,Bachelor's 1,57,3.0,6,0,58.0,Operations,region_23,f,other,Master's & above 1,29,5.0,6,0,50.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,38,5.0,2,0,50.0,Sales & Marketing,region_12,m,sourcing,Master's & above 1,32,5.0,7,0,70.0,Procurement,region_2,f,sourcing,Bachelor's 1,37,3.0,7,0,78.0,Technology,region_16,f,other,Bachelor's 1,33,3.0,6,0,67.0,Procurement,region_5,f,other,Master's & above 2,33,4.0,7,0,56.0,Operations,region_10,m,sourcing,Master's & above 1,31,5.0,7,0,68.0,Procurement,region_11,f,other,Master's & above 1,51,3.0,22,0,55.0,Operations,region_2,m,other,Bachelor's 1,36,4.0,9,0,70.0,Procurement,region_16,f,sourcing,Bachelor's 2,32,1.0,2,0,47.0,Sales & Marketing,region_31,m,sourcing,Bachelor's 1,32,4.0,4,0,85.0,Analytics,region_22,m,other,Bachelor's 1,47,4.0,8,0,48.0,HR,region_22,m,other,Bachelor's 1,43,5.0,12,0,86.0,Analytics,region_7,m,sourcing,Master's & above 1,34,5.0,10,0,60.0,Finance,region_22,f,other,Master's & above 3,30,3.0,5,0,70.0,Procurement,region_10,m,other,Bachelor's 1,35,5.0,2,0,48.0,Sales & Marketing,region_22,m,sourcing,Bachelor's 1,27,5.0,5,0,48.0,Sales & Marketing,region_32,m,other,Bachelor's 2,33,3.0,5,0,47.0,Sales & Marketing,region_7,f,other,Master's & above 1,33,5.0,5,0,83.0,Analytics,region_26,m,sourcing,Bachelor's 1,32,5.0,6,0,51.0,Sales & Marketing,region_25,m,other,Bachelor's 1,31,4.0,6,0,57.0,Operations,region_27,m,other,Bachelor's 1,54,5.0,14,0,80.0,Technology,region_7,m,sourcing,Master's & above 1,28,4.0,5,0,68.0,Procurement,region_5,m,sourcing,Bachelor's 1,45,4.0,15,0,71.0,Procurement,region_2,m,other,Bachelor's 2,36,3.0,7,0,80.0,Analytics,region_16,m,other,Bachelor's 2,48,5.0,6,1,85.0,Sales & Marketing,region_2,m,other,Bachelor's 1,37,3.0,4,0,74.0,Procurement,region_26,m,sourcing,Bachelor's 1,34,1.0,7,0,64.0,Operations,region_20,m,other,Master's & above 1,32,2.0,3,1,69.0,Procurement,region_23,m,sourcing,Master's & above 1,48,5.0,8,0,51.0,HR,region_7,m,other,Master's & above 1,33,5.0,3,1,69.0,Procurement,region_23,f,sourcing,Bachelor's 2,35,3.0,5,0,59.0,Operations,region_2,f,other,Master's & above 1,31,3.0,2,0,46.0,HR,region_20,f,other,Bachelor's 1,41,4.0,12,0,79.0,Technology,region_7,m,sourcing,Bachelor's 1,31,5.0,5,0,52.0,Sales & Marketing,region_31,f,other,Bachelor's 1,33,3.0,9,0,49.0,Sales & Marketing,region_15,f,sourcing,Bachelor's 2,41,3.0,2,0,59.0,Operations,region_2,m,other,Bachelor's 3,28,4.0,2,0,82.0,Analytics,region_22,m,referred,Bachelor's 1,32,5.0,6,0,66.0,Procurement,region_2,f,other,Bachelor's 1,52,3.0,24,0,77.0,Technology,region_2,m,sourcing,Bachelor's 1,36,3.0,7,0,81.0,Technology,region_33,f,sourcing,Bachelor's 1,42,4.0,9,0,57.0,Legal,region_2,m,sourcing,Master's & above 1,43,3.0,7,0,50.0,Sales & Marketing,region_7,m,other,Master's & above 1,30,3.0,2,0,52.0,Operations,region_7,f,other,Bachelor's 1,58,3.0,15,0,70.0,Procurement,region_2,f,sourcing,Bachelor's 1,33,3.0,7,0,60.0,Finance,region_13,m,sourcing,Master's & above 1,31,1.0,6,0,70.0,Procurement,region_24,f,other,Master's & above 1,32,5.0,2,0,53.0,Finance,region_2,f,other,Bachelor's 1,28,5.0,3,0,77.0,Technology,region_5,m,other,Bachelor's 2,48,3.0,6,0,58.0,Legal,region_2,m,other,Bachelor's 1,29,1.0,3,0,51.0,Sales & Marketing,region_7,f,sourcing,Bachelor's 2,37,3.0,5,1,52.0,Sales & Marketing,region_17,m,sourcing,Master's & above 1,29,3.0,6,0,62.0,Finance,region_30,f,other,Bachelor's 1,28,4.0,6,0,53.0,Sales & Marketing,region_32,f,other,Bachelor's 1,40,5.0,11,0,59.0,Operations,region_15,m,sourcing,Bachelor's 1,36,5.0,9,0,64.0,Operations,region_22,f,referred,Master's & above 1,29,4.0,8,0,69.0,Procurement,region_12,f,other,Bachelor's 1,44,3.0,5,0,80.0,Technology,region_2,m,sourcing,Bachelor's 1,40,3.0,7,0,64.0,Legal,region_2,m,sourcing,Master's & above 3,29,3.0,2,0,86.0,Analytics,region_28,m,sourcing,Bachelor's 2,30,2.0,4,0,89.0,Analytics,region_9,m,other,Bachelor's 1,31,2.0,6,0,50.0,Sales & Marketing,region_2,f,other,Bachelor's 1,36,4.0,8,0,70.0,Procurement,region_17,f,other,Bachelor's 1,46,5.0,7,0,57.0,Operations,region_2,m,other,Bachelor's 3,37,3.0,6,0,73.0,Procurement,region_28,f,sourcing,Master's & above 1,33,4.0,7,0,47.0,HR,region_13,f,sourcing,Master's & above 1,40,3.0,11,0,77.0,Technology,region_5,f,other,Bachelor's 1,25,4.0,2,0,59.0,Finance,region_11,m,other,Bachelor's 1,50,3.0,17,0,50.0,Sales & Marketing,region_2,m,other,Bachelor's 1,39,3.0,6,0,84.0,Analytics,region_26,m,other,Master's & above 1,34,5.0,6,0,59.0,Operations,region_21,f,sourcing,Master's & above 1,31,4.0,5,0,52.0,Sales & Marketing,region_5,m,other,Master's & above 1,53,1.0,2,0,60.0,Operations,region_2,f,other,Master's & above 1,31,4.0,4,0,48.0,HR,region_23,m,other,Bachelor's 2,42,4.0,12,0,57.0,Operations,region_2,f,sourcing,Bachelor's 1,31,5.0,7,0,57.0,Operations,region_22,f,other,Master's & above 1,42,3.0,2,0,68.0,Procurement,region_31,m,other,Master's & above 1,28,4.0,2,0,86.0,Analytics,region_31,m,sourcing,Bachelor's 1,51,4.0,21,0,79.0,Technology,region_2,f,referred,Bachelor's 1,30,3.0,2,0,77.0,Technology,region_2,f,other,Bachelor's 1,34,4.0,2,0,46.0,Sales & Marketing,region_2,f,other,Master's & above 2,30,5.0,5,0,84.0,Analytics,region_15,m,other,Bachelor's 1,29,3.0,2,0,69.0,Procurement,region_5,m,other,Bachelor's 2,31,4.0,3,0,84.0,R&D,region_25,m,other,Bachelor's 1,33,5.0,6,0,49.0,HR,region_25,m,sourcing,Bachelor's 1,28,3.0,4,0,77.0,Technology,region_23,f,sourcing,Bachelor's 1,33,3.0,10,0,84.0,Technology,region_4,f,other,Bachelor's 1,56,3.0,6,0,46.0,Sales & Marketing,region_2,f,other,Bachelor's 1,40,2.0,7,0,58.0,Operations,region_7,f,other,Bachelor's 1,32,2.0,2,0,88.0,Analytics,region_22,f,other,Master's & above 3,29,1.0,3,0,93.0,Analytics,region_22,m,other,Bachelor's 2,30,1.0,3,0,50.0,Sales & Marketing,region_30,m,other,Bachelor's 1,41,5.0,13,0,57.0,Operations,region_13,m,other,Master's & above 1,28,2.0,9,0,72.0,Procurement,region_29,m,sourcing,Bachelor's 1,43,3.0,3,0,60.0,Operations,region_7,m,sourcing,Master's & above 2,30,2.0,3,0,54.0,Finance,region_2,m,other,Bachelor's 1,39,3.0,8,0,59.0,Operations,region_22,f,other,Master's & above 1,26,3.0,4,0,77.0,Technology,region_7,m,referred,Bachelor's 1,30,3.0,5,0,81.0,Technology,region_20,m,sourcing,Bachelor's 2,32,3.0,7,0,87.0,Analytics,region_26,m,other,Bachelor's 2,30,4.0,5,0,79.0,Technology,region_26,m,sourcing,Bachelor's 1,31,2.0,2,0,81.0,Technology,region_30,m,sourcing,Bachelor's 5,35,1.0,3,0,64.0,Procurement,region_15,m,sourcing,Master's & above 2,31,5.0,9,0,59.0,Operations,region_7,m,other,Bachelor's 1,31,4.0,4,0,77.0,Technology,region_33,m,other,Bachelor's 1,45,4.0,7,0,57.0,Operations,region_15,m,sourcing,Bachelor's 2,39,3.0,10,0,59.0,Operations,region_15,m,sourcing,Master's & above 3,32,3.0,6,0,60.0,Operations,region_13,m,sourcing,Bachelor's 1,52,3.0,6,0,48.0,Sales & Marketing,region_2,m,other,Master's & above 1,36,5.0,12,0,47.0,Sales & Marketing,region_2,f,other,Bachelor's 1,26,5.0,2,0,49.0,Sales & Marketing,region_17,m,other,Bachelor's 1,54,2.0,3,0,74.0,Technology,region_4,m,sourcing,Master's & above 2,27,5.0,4,0,89.0,Analytics,region_2,m,other,Bachelor's 2,47,5.0,6,0,54.0,Operations,region_2,m,sourcing,Bachelor's 1,37,3.0,9,0,74.0,Procurement,region_27,m,sourcing,Master's & above 1,31,3.0,3,0,57.0,Operations,region_14,f,other,Bachelor's 1,28,5.0,6,0,59.0,Finance,region_11,m,sourcing,Bachelor's 1,40,3.0,4,0,68.0,Procurement,region_14,m,other,Master's & above 1,33,3.0,6,0,51.0,Sales & Marketing,region_22,m,other,Bachelor's 1,40,3.0,11,0,50.0,Sales & Marketing,region_2,m,referred,Master's & above 1,32,3.0,6,0,83.0,Analytics,region_20,m,sourcing,Bachelor's 1,33,3.0,5,0,67.0,Procurement,region_15,f,sourcing,Bachelor's 1,26,4.0,2,0,55.0,HR,region_2,m,other,Bachelor's 3,28,4.0,4,0,84.0,Analytics,region_22,m,other,Bachelor's 1,34,1.0,2,0,79.0,Technology,region_10,m,sourcing,Master's & above 1,40,4.0,8,0,77.0,Technology,region_4,m,other,Bachelor's 1,36,2.0,7,0,67.0,Procurement,region_17,f,sourcing,Master's & above 1,35,5.0,8,0,63.0,Operations,region_22,f,referred,Bachelor's 1,36,3.0,8,0,50.0,Sales & Marketing,region_16,m,sourcing,Bachelor's 2,30,3.0,3,0,54.0,Operations,region_26,m,other,Bachelor's 1,57,5.0,15,0,71.0,Procurement,region_2,f,other,Master's & above 1,33,3.0,7,0,68.0,Procurement,region_30,m,other,Master's & above 1,35,1.0,8,0,46.0,Sales & Marketing,region_13,m,other,Master's & above 2,30,3.0,4,0,52.0,Sales & Marketing,region_14,m,sourcing,Bachelor's 1,30,3.0,6,0,64.0,Finance,region_26,m,sourcing,Bachelor's 2,30,5.0,12,0,58.0,Finance,region_22,m,other,Bachelor's 1,45,3.0,7,0,67.0,Procurement,region_2,m,other,Master's & above 1,41,3.0,7,0,74.0,Procurement,region_27,f,sourcing,Master's & above 2,30,3.0,4,0,84.0,Analytics,region_1,m,other,Master's & above 1,31,3.0,6,0,79.0,Technology,region_7,m,other,Bachelor's 2,35,4.0,5,0,71.0,Procurement,region_31,m,sourcing,Master's & above 1,32,4.0,7,0,51.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,28,1.0,3,0,54.0,Sales & Marketing,region_3,f,other,Bachelor's 2,29,5.0,2,0,47.0,Sales & Marketing,region_1,m,other,Bachelor's 1,48,5.0,10,0,62.0,Operations,region_15,m,other,Master's & above 1,28,4.0,3,0,57.0,Operations,region_15,m,other,Bachelor's 1,32,5.0,9,0,63.0,Operations,region_8,f,other,Bachelor's 1,36,3.0,9,0,81.0,Technology,region_2,f,other,Bachelor's 1,27,3.0,3,0,72.0,Procurement,region_27,f,other,Bachelor's 1,41,3.0,10,0,65.0,Operations,region_26,f,sourcing,Bachelor's 1,28,5.0,5,0,80.0,Analytics,region_27,m,other,Bachelor's 1,24,5.0,2,0,51.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,45,3.0,15,0,70.0,Procurement,region_2,m,other,Master's & above 1,33,3.0,4,0,73.0,Procurement,region_19,m,sourcing,Bachelor's 1,40,5.0,11,0,57.0,Operations,region_16,f,other,Bachelor's 1,43,4.0,7,0,83.0,Technology,region_13,f,sourcing,Bachelor's 1,59,3.0,17,0,85.0,Technology,region_33,m,other,Master's & above 1,35,2.0,10,0,56.0,Finance,region_13,f,sourcing,Bachelor's 1,29,5.0,4,0,70.0,Procurement,region_22,m,other,Bachelor's 1,45,4.0,5,0,80.0,Technology,region_7,m,sourcing,Master's & above 1,34,5.0,8,0,48.0,Sales & Marketing,region_26,m,sourcing,Master's & above 1,29,4.0,1,0,67.0,Operations,region_2,m,other,Bachelor's 1,32,4.0,4,0,74.0,Procurement,region_20,m,other,Bachelor's 1,30,3.0,3,0,72.0,Procurement,region_17,m,other,Bachelor's 1,39,3.0,12,0,50.0,Sales & Marketing,region_7,m,sourcing,Bachelor's 1,43,3.0,12,0,80.0,Technology,region_2,m,other,Master's & above 1,46,2.0,6,0,72.0,Procurement,region_7,m,sourcing,Master's & above 1,30,3.0,5,0,85.0,Analytics,region_23,m,sourcing,Bachelor's 2,34,4.0,4,0,78.0,Technology,region_26,f,sourcing,Bachelor's 2,29,5.0,3,0,86.0,Analytics,region_32,m,other,Bachelor's 1,26,5.0,3,0,47.0,Sales & Marketing,region_22,m,other,Bachelor's 2,33,3.0,4,0,70.0,Procurement,region_26,f,other,Bachelor's 1,35,3.0,7,0,57.0,Operations,region_26,f,other,Bachelor's 1,34,2.0,7,0,63.0,Operations,region_2,m,other,Master's & above 1,47,4.0,5,0,49.0,Sales & Marketing,region_13,m,sourcing,Master's & above 5,54,3.0,2,0,52.0,Sales & Marketing,region_2,m,other,Bachelor's 1,26,3.0,3,0,78.0,Technology,region_16,m,sourcing,Bachelor's 1,36,5.0,11,0,52.0,Sales & Marketing,region_13,m,other,Bachelor's 1,30,3.0,4,0,87.0,Analytics,region_26,f,other,Bachelor's 1,30,5.0,2,0,72.0,Procurement,region_2,m,other,Bachelor's 1,36,5.0,10,0,56.0,Sales & Marketing,region_13,m,sourcing,Bachelor's 1,36,2.0,9,0,53.0,HR,region_2,f,other,Bachelor's 1,36,4.0,7,0,52.0,Sales & Marketing,region_25,m,other,Master's & above 3,42,4.0,9,0,62.0,Operations,region_22,m,sourcing,Bachelor's 1,27,3.0,4,0,81.0,Technology,region_22,f,sourcing,Bachelor's 1,28,5.0,2,0,50.0,Sales & Marketing,region_1,f,sourcing,Bachelor's 1,39,2.0,4,0,51.0,Sales & Marketing,region_7,m,other,Bachelor's 4,33,5.0,6,0,49.0,Sales & Marketing,region_2,m,other,Bachelor's 1,37,3.0,4,0,78.0,Technology,region_2,f,sourcing,Master's & above 1,48,5.0,19,0,78.0,Technology,region_26,m,sourcing,Bachelor's 1,53,3.0,11,0,49.0,Sales & Marketing,region_2,m,sourcing,Master's & above 1,34,3.0,10,0,69.0,Procurement,region_5,f,sourcing,Bachelor's 1,40,1.0,6,0,84.0,Analytics,region_28,m,other,Master's & above 1,27,3.0,3,0,85.0,Analytics,region_15,m,sourcing,Bachelor's 1,39,3.0,3,0,50.0,Sales & Marketing,region_28,m,sourcing,Bachelor's 1,32,5.0,4,0,88.0,Analytics,region_22,f,other,Master's & above 1,36,3.0,4,0,72.0,Procurement,region_14,m,other,Master's & above 1,29,5.0,2,1,55.0,Sales & Marketing,region_7,m,other,Bachelor's 1,50,5.0,10,0,59.0,Operations,region_21,m,other,Bachelor's 1,40,3.0,13,0,75.0,Procurement,region_27,f,other,Master's & above 1,39,2.0,8,0,75.0,Technology,region_16,m,other,Bachelor's 1,34,2.0,4,0,49.0,Sales & Marketing,region_20,m,sourcing,Bachelor's 1,38,2.0,9,0,52.0,Sales & Marketing,region_32,m,other,Bachelor's 2,34,3.0,7,0,85.0,Analytics,region_15,m,sourcing,Bachelor's 2,40,3.0,4,0,76.0,Finance,region_23,m,other,Master's & above 1,31,5.0,3,0,84.0,Analytics,region_14,m,other,Bachelor's 1,37,2.0,9,0,48.0,Sales & Marketing,region_23,m,sourcing,Bachelor's 1,51,3.0,6,0,89.0,Analytics,region_2,m,other,Master's & above 1,50,5.0,19,0,60.0,Operations,region_2,m,other,Master's & above 1,27,3.0,2,0,73.0,Procurement,region_4,m,sourcing,Bachelor's 1,29,4.0,6,0,89.0,Analytics,region_28,m,sourcing,Bachelor's 1,35,4.0,5,0,84.0,Analytics,region_34,m,other,Bachelor's 1,39,3.0,9,0,60.0,Operations,region_26,f,other,Bachelor's 1,40,4.0,10,0,82.0,Technology,region_7,f,other,Master's & above 1,37,5.0,4,0,81.0,Technology,region_16,f,sourcing,Bachelor's 1,37,4.0,11,0,58.0,Operations,region_7,f,sourcing,Master's & above 1,40,5.0,7,0,71.0,Procurement,region_15,f,sourcing,Bachelor's 1,47,2.0,16,0,47.0,Sales & Marketing,region_30,m,sourcing,Master's & above 2,38,3.0,10,0,88.0,Technology,region_7,f,other,Master's & above 1,26,4.0,3,0,58.0,Operations,region_6,f,other,Bachelor's 1,44,4.0,5,0,77.0,Technology,region_2,f,sourcing,Master's & above 1,34,3.0,9,0,56.0,Operations,region_14,f,other,Master's & above 1,40,4.0,7,0,59.0,Operations,region_19,m,other,Bachelor's 2,34,1.0,8,0,70.0,Procurement,region_29,m,other,Master's & above 1,26,4.0,2,0,51.0,Sales & Marketing,region_1,m,other,Bachelor's 1,28,1.0,2,0,48.0,Sales & Marketing,region_13,m,sourcing,Bachelor's 1,34,5.0,5,0,60.0,Operations,region_21,f,sourcing,Bachelor's 1,41,5.0,4,0,70.0,Procurement,region_2,m,other,Bachelor's 1,28,2.0,3,0,86.0,Analytics,region_29,m,other,Bachelor's 1,31,1.0,4,0,58.0,Operations,region_2,m,sourcing,Bachelor's 2,40,3.0,2,0,47.0,HR,region_2,m,sourcing,Master's & above 1,43,1.0,12,0,49.0,Sales & Marketing,region_27,m,sourcing,Bachelor's 1,45,3.0,18,0,60.0,Operations,region_31,m,sourcing,Bachelor's 1,28,4.0,5,0,47.0,Sales & Marketing,region_15,f,sourcing,Bachelor's 1,34,2.0,5,0,56.0,Legal,region_22,m,other,Bachelor's 1,43,4.0,18,0,64.0,Operations,region_2,m,sourcing,Bachelor's 1,35,4.0,2,0,63.0,Operations,region_2,f,referred,Master's & above 1,29,3.0,2,0,81.0,Technology,region_14,f,sourcing,Bachelor's 1,58,4.0,3,0,72.0,Procurement,region_2,m,sourcing,Master's & above 1,48,4.0,16,0,65.0,Procurement,region_17,f,other,Bachelor's 2,52,4.0,20,0,58.0,Operations,region_2,m,sourcing,Master's & above 1,20,5.0,2,0,51.0,Sales & Marketing,region_21,m,other,Bachelor's 1,33,4.0,9,0,81.0,Analytics,region_6,m,sourcing,Bachelor's 2,33,2.0,5,0,50.0,Sales & Marketing,region_14,f,other,Bachelor's 1,36,5.0,10,0,49.0,Sales & Marketing,region_7,m,other,Bachelor's 1,25,4.0,3,0,58.0,Operations,region_26,m,sourcing,Bachelor's 1,38,3.0,10,0,70.0,Procurement,region_10,f,sourcing,Master's & above 1,34,2.0,7,0,78.0,Technology,region_2,m,referred,Bachelor's 1,32,3.0,8,0,50.0,Sales & Marketing,region_22,f,sourcing,Bachelor's 1,38,4.0,6,0,83.0,Analytics,region_14,m,other,Bachelor's 1,35,4.0,7,0,79.0,Analytics,region_26,m,other,Bachelor's 1,33,1.0,4,0,65.0,Procurement,region_5,f,other,Bachelor's 1,33,4.0,4,0,60.0,Operations,region_16,f,sourcing,Bachelor's 1,34,3.0,3,0,63.0,Operations,region_7,m,sourcing,Bachelor's 1,40,1.0,7,0,44.0,Sales & Marketing,region_7,f,sourcing,Master's & above 1,34,5.0,9,0,64.0,Operations,region_2,m,referred,Bachelor's 2,34,4.0,7,0,58.0,Operations,region_2,f,sourcing,Bachelor's 1,38,3.0,3,0,60.0,Operations,region_14,f,other,Bachelor's 1,30,3.0,7,0,49.0,Sales & Marketing,region_15,m,referred,Bachelor's 2,35,3.0,2,0,73.0,Procurement,region_22,f,sourcing,Master's & above 1,28,3.0,5,0,66.0,Procurement,region_22,f,other,Bachelor's 1,32,4.0,5,1,59.0,Operations,region_19,f,other,Bachelor's 1,38,1.0,2,0,54.0,Operations,region_22,m,other,Master's & above 1,36,5.0,4,0,81.0,Technology,region_2,f,other,Bachelor's 3,33,3.0,5,0,82.0,R&D,region_31,m,sourcing,Master's & above 5,26,5.0,2,0,81.0,Technology,region_22,m,referred,Bachelor's 1,38,1.0,10,0,60.0,Legal,region_2,f,sourcing,Master's & above 1,33,4.0,5,0,66.0,Procurement,region_7,f,referred,Bachelor's 1,30,5.0,3,0,52.0,Sales & Marketing,region_2,m,sourcing,Bachelor's 1,35,4.0,7,0,70.0,Procurement,region_30,m,sourcing,Master's & above 1,28,3.0,3,0,82.0,R&D,region_22,m,referred,Bachelor's 1,29,3.0,2,0,54.0,Sales & Marketing,region_2,m,referred,Bachelor's 1,32,2.0,7,0,55.0,Sales & Marketing,region_4,m,other,Bachelor's 1,31,5.0,4,0,60.0,Legal,region_2,m,other,Bachelor's 1,38,3.0,8,0,57.0,Operations,region_15,m,other,Bachelor's 1,32,3.0,4,0,71.0,Procurement,region_2,m,other,Bachelor's 4,36,1.0,4,0,52.0,Sales & Marketing,region_27,m,other,Master's & above 1,34,3.0,6,0,79.0,Technology,region_23,m,other,Master's & above 1,37,1.0,10,0,47.0,Sales & Marketing,region_13,f,other,Bachelor's 1,40,3.0,6,0,47.0,Sales & Marketing,region_32,m,other,Bachelor's 1,39,5.0,8,0,52.0,Sales & Marketing,region_31,m,sourcing,Master's & above 1,28,5.0,3,0,88.0,Analytics,region_22,m,sourcing,Bachelor's 3,37,3.0,10,0,76.0,Technology,region_23,m,sourcing,Master's & above 1,33,3.0,8,0,71.0,Procurement,region_5,f,other,Bachelor's 1,38,3.0,5,0,48.0,Sales & Marketing,region_22,m,sourcing,Bachelor's 2,29,5.0,5,0,58.0,Operations,region_27,m,other,Bachelor's 2,39,2.0,9,0,49.0,Sales & Marketing,region_15,m,other,Bachelor's 1,36,5.0,2,0,63.0,HR,region_25,f,sourcing,Master's & above 1,57,4.0,13,0,52.0,HR,region_2,m,other,Bachelor's 1,30,3.0,3,0,65.0,Operations,region_2,f,sourcing,Bachelor's 2,31,3.0,3,0,50.0,Sales & Marketing,region_25,m,sourcing,Bachelor's 1,30,3.0,3,0,58.0,Sales & Marketing,region_22,m,sourcing,Bachelor's 1,29,4.0,4,0,86.0,Technology,region_22,f,other,Bachelor's 2,32,5.0,3,0,56.0,Operations,region_13,f,sourcing,Bachelor's 1,32,4.0,4,0,48.0,Sales & Marketing,region_10,m,sourcing,Bachelor's 1,25,5.0,3,0,64.0,Operations,region_8,m,other,Bachelor's 1,30,4.0,6,0,50.0,Sales & Marketing,region_22,m,other,Bachelor's 1,33,4.0,4,0,83.0,Technology,region_25,f,other,Bachelor's 1,45,3.0,18,0,58.0,Operations,region_14,m,other,Master's & above 1,36,3.0,10,0,50.0,Sales & Marketing,region_24,m,other,Bachelor's 1,50,3.0,2,0,63.0,Procurement,region_2,f,other,Bachelor's 1,41,1.0,4,0,80.0,Technology,region_2,m,other,Master's & above 1,31,4.0,6,0,58.0,Legal,region_31,m,other,Bachelor's 1,60,2.0,19,0,43.0,Sales & Marketing,region_2,f,other,Master's & above 1,37,5.0,4,0,48.0,Sales & Marketing,region_34,m,other,Master's & above 1,36,4.0,4,0,48.0,Sales & Marketing,region_5,m,other,Master's & above 2,43,2.0,11,0,59.0,Operations,region_15,m,other,Master's & above 1,27,5.0,4,0,87.0,Analytics,region_26,m,other,Bachelor's 1,40,3.0,5,0,78.0,Technology,region_6,m,other,Bachelor's 1,53,1.0,12,0,80.0,Technology,region_2,m,sourcing,Bachelor's 1,32,5.0,2,0,74.0,Operations,region_4,m,other,Bachelor's 2,38,5.0,10,0,80.0,Technology,region_4,f,other,Master's & above 1,30,3.0,2,0,52.0,Sales & Marketing,region_25,m,other,Bachelor's 1,39,4.0,2,0,62.0,Operations,region_19,f,sourcing,Bachelor's 2,29,2.0,5,0,85.0,Analytics,region_22,m,other,Bachelor's 2,36,2.0,4,0,60.0,Finance,region_2,m,other,Master's & above 1,37,5.0,10,0,60.0,Operations,region_21,m,sourcing,Bachelor's 2,32,5.0,3,0,82.0,R&D,region_22,m,other,Bachelor's 1,30,2.0,3,0,53.0,HR,region_3,f,other,Bachelor's 1,27,3.0,2,0,47.0,Sales & Marketing,region_1,m,sourcing,Bachelor's 1,44,5.0,6,0,56.0,Operations,region_26,m,sourcing,Master's & above 1,49,4.0,3,0,51.0,Sales & Marketing,region_16,m,sourcing,Bachelor's 1,29,4.0,6,1,86.0,Operations,region_23,m,sourcing,Bachelor's 1,30,1.0,6,0,86.0,Analytics,region_2,m,other,Bachelor's